Paper Digest: Recent Papers on AI for Agriculture

September 15, 2020November 4, 2024 admin

Paper Digest Team extracted all recent AI for Agriculture related papers on our radar, and generated highlight sentences for them. The results are then sorted by relevance & date. In addition to this ‘static’ page, we also provide a real-time version of this article, which has more coverage and is updated in real time to include the most recent updates on this topic.

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TABLE 1: Paper Digest: Recent Papers on AI for Agriculture

	Paper	Author(s)	Source	Date
1	A Comprehensive Review of Current Robot- Based Pollinators in Greenhouse Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a comprehensive review of the current robotic-based pollinators employed in greenhouses.	Rajmeet Singh; lakmal Seneviratne; Irfan Hussain;	arxiv-cs.RO	2024-10-31
2	The Transformative Impact of AI and Deep Learning in Business: A Literature Review Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper aims to review the radical role of AI and deep learning in various functional areas of the business, such as marketing, finance, operations, human resources and customer service.	Fabio S. Dias; Grace A. Lauretta;	arxiv-cs.CY	2024-10-30
3	Ant Detective: An Automated Approach for Counting Ants in Densely Populated Images and Gaining Insight Into Ant Foraging Behavior Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study presents an automated approach using computer vision to count ants and analyze their foraging behavior.	Mautushi Das; Fang-Ling Chloe Liu; Charly Hartle; Chin-Cheng Scotty Yang; C. P. James Chen;	arxiv-cs.CV	2024-10-27
4	Design, Localization, Perception, and Control for GPS-Denied Autonomous Aerial Grasping and Harvesting Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present a comprehensive UAV system design to perform the highly complex task of off-centered aerial grasping.	Ashish Kumar; Laxmidhar Behera;	arxiv-cs.RO	2024-10-08
5	RoWeeder: Unsupervised Weed Mapping Through Crop-Row Detection Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This study presents RoWeeder, an innovative framework for unsupervised weed mapping that combines crop-row detection with a noise-resilient deep learning model.	Pasquale De Marinis; Gennaro Vessio; Giovanna Castellano;	arxiv-cs.CV	2024-10-07
6	Enhancing Fruit and Vegetable Detection in Unconstrained Environment with A Novel Dataset Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents an end-to-end pipeline for detecting and localizing fruits and vegetables in real-world scenarios.	Sandeep Khanna; Chiranjoy Chattopadhyay; Suman Kundu;	arxiv-cs.CV	2024-09-20
7	Enhancing Agricultural Environment Perception Via Active Vision and Zero-Shot Learning Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: The core contributions of this work involve leveraging Active Vision (AV) techniques and Zero-Shot Learning (ZSL) to improve the robot’s ability to perceive and interact with agricultural environment in the context of fruit harvesting.	Michele Carlo La Greca; Mirko Usuelli; Matteo Matteucci;	arxiv-cs.RO	2024-09-19
8	LoRa Communication for Agriculture 4.0: Opportunities, Challenges, and Future Directions Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We delve into the details of LoRa-based agricultural networks, covering network architecture design, Physical Layer (PHY) considerations tailored to the agricultural environment, and channel modeling techniques that account for soil characteristics.	LAMEYA ALDHAHERI et. al.	arxiv-cs.NI	2024-09-17
9	On The Generalizability of Foundation Models for Crop Type Mapping Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Foundation models pre-trained using self-supervised and weakly-supervised learning have shown powerful transfer learning capabilities on various downstream tasks, including language understanding, text generation, and image recognition.	YI-CHIA CHANG et. al.	arxiv-cs.CV	2024-09-14
10	Farmer.Chat: Scaling AI-Powered Agricultural Services for Smallholder Farmers Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Traditional extension services, which rely on in-person agents, struggle with scalability and timely delivery, especially in remote areas. We introduce FarmerChat, a generative AI-powered chatbot designed to address these issues.	NAMITA SINGH et. al.	arxiv-cs.ET	2024-09-13
11	A Semantic Segmentation Approach on Sweet Orange Leaf Diseases Detection Utilizing YOLO Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This research introduces an advanced method for diagnosing diseases in sweet orange leaves by utilising advanced artificial intelligence models like YOLOv8 .	Sabit Ahamed Preanto; Md. Taimur Ahad; Yousuf Rayhan Emon; Sumaya Mustofa; Md Alamin;	arxiv-cs.CV	2024-09-10
12	Advanced Machine Learning Framework for Efficient Plant Disease Prediction Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we explore the new combination of advanced ML methods for creating a smart agriculture platform where farmers could reach out for assistance from the public, or a closed circle of experts.	Aswath Muthuselvam; S. Sowdeshwar; M. Saravanan; Satheesh K. Perepu;	arxiv-cs.CV	2024-09-08
13	D4: Text-guided Diffusion Model-based Domain Adaptive Data Augmentation for Vineyard Shoot Detection Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we propose a generative data augmentation method (D4) for vineyard shoot detection.	KENTARO HIRAHARA et. al.	arxiv-cs.CV	2024-09-06
14	PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, existing plant disease datasets typically lack segmentation labels and are often confined to controlled laboratory settings, which do not adequately reflect the complexity of natural environments. Motivated by this fact, we established PlantSeg, a large-scale segmentation dataset for plant diseases.	TIANQI WEI et. al.	arxiv-cs.CV	2024-09-06
15	AgGym: An Agricultural Biotic Stress Simulation Environment for Ultra-precision Management Planning Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Specifically, we present AgGym, a modular, crop and stress agnostic simulation framework to model the spread of biotic stresses in a field and estimate yield losses with and without chemical treatments.	MAHSA KHOSRAVI et. al.	arxiv-cs.AI	2024-09-01
16	Agricultural On-Demand Networks for 6G Enabled By THz Communication Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces on-demand networks based on the OpenRAN approach and a 7.2 functional split.	DANIEL LINDENSCHMITT et. al.	arxiv-cs.NI	2024-08-28
17	Performance Evaluation of YOLOv8 Model Configurations, for Instance Segmentation of Strawberry Fruit Development Stages in An Open Field Environment Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The YOLOv8n model demonstrated superior segmentation accuracy with a mean Average Precision (mAP) of 80.9\%, outperforming other YOLOv8 configurations.	Abdul-Razak Alhassan Gamani; Ibrahim Arhin; Adrena Kyeremateng Asamoah;	arxiv-cs.CV	2024-08-10
18	Automated Classification of Dry Bean Varieties Using XGBoost and SVM Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a comparative study on the automated classification of seven different varieties of dry beans using machine learning models.	Ramtin Ardeshirifar;	arxiv-cs.LG	2024-08-02
19	Advancement of Metal Oxide Nanomaterials on Agri-food Fronts Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The application of metal oxide nanomaterials (MOx NMs) in the agrifood industry offers innovative solutions that can facilitate a paradigm shift in a sector that is currently facing challenges in meeting the growing requirements for food production, while safeguarding the environment from the impacts of current agriculture practices.	GEORGES DUBOURG et. al.	arxiv-cs.CE	2024-07-29
20	Investigation to Answer Three Key Questions Concerning Plant Pest Identification and Development of A Practical Identification Framework Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: (3) Integration of closely related species using the same control methods and cross-crop training methods for the same pests, are effective.	Ryosuke Wayama; Yuki Sasaki; Satoshi Kagiwada; Nobusuke Iwasaki; Hitoshi Iyatomi;	arxiv-cs.CV	2024-07-25
21	Mobile Technology: A Panacea to Food Insecurity In Nigeria — A Case Study of SELL HARVEST Application Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The paper will review the different agricultural technologies and propose a mobile solution, code Sell Harvest, to make farming more sustainable and secure food.	Mudathir Muhammad Salahudeen; Muhammad Auwal Mukhtar; Saadu Salihu Abubakar; Salawu I. S;	arxiv-cs.CY	2024-07-23
22	Self-supervised Transformer-based Pre-training Method with General Plant Infection Dataset Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The performance of deep learning models is intricately linked to training data diversity and quantity, posing issues for plant pest and disease datasets that remain underdeveloped. This study addresses these challenges by constructing a comprehensive dataset and proposing an advanced network architecture that combines Contrastive Learning and Masked Image Modeling (MIM).	Zhengle Wang; Ruifeng Wang; Minjuan Wang; Tianyun Lai; Man Zhang;	arxiv-cs.CV	2024-07-20
23	Shape and Style GAN-based Multispectral Data Augmentation for Crop/Weed Segmentation in Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present a method for data augmentation that uses two GANs to create artificial images to augment the training data.	Mulham Fawakherji; Vincenzo Suriani; Daniele Nardi; Domenico Daniele Bloisi;	arxiv-cs.CV	2024-07-19
24	M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper contributes to the automation of agricultural processes by providing a dedicated mushroom detection dataset related to automated harvesting, growth monitoring, and quality control of the button mushroom produced using Agaricus Bisporus fungus.	ABDOLLAH ZAKERI et. al.	arxiv-cs.CV	2024-07-15
25	Understanding The Landscape of Leveraging IoT for Sustainable Growth in Saudi Arabia Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Due to the geographical location and nature of KSA, it faces significant challenges in agriculture. The objective of this research is to discuss how IoT will enhance agriculture in KSA and identify its current usage by conducting a study on Saudi farmers with varying ages, regions, and years of experience.	Manal Alshehri; Ohoud Alharbi;	arxiv-cs.CY	2024-07-05
26	Toward Precise Robotic Weed Flaming Using A Mobile Manipulator with A Flamethrower Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Based on the images from two onboard infrared cameras and the pose information of the flamethrower nozzle on a mobile manipulator, we propose a new dynamic flame coverage model.	DI WANG et. al.	arxiv-cs.RO	2024-07-05
27	Scarecrow Monitoring System:employing Mobilenet Ssd for Enhanced Animal Supervision Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The project employs advanced object detection, the system utilizes the Mobile Net SSD model for real-time animal classification.	Balaji VS; Mahi AR; Anirudh Ganapathy PS; Manju M;	arxiv-cs.CV	2024-07-01
28	Towards Crowd-Based Requirements Engineering for Digital Farming (CrowdRE4DF) Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Farmers form a diverse and international crowd of practitioners who use a common pool of agricultural products and services, which means we can consider the possibility of applying Crowd-based Requirements Engineering (CrowdRE) for DF: CrowdRE4DF.	Eduard C. Groen; Kazi Rezoanur Rahman; Nikita Narsinghani; Joerg Doerr;	arxiv-cs.SE	2024-06-27
29	YOLOv1 to YOLOv10: A Comprehensive Review of YOLO Variants and Their Application in The Agricultural Domain IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This survey investigates the transformative potential of various YOLO variants, from YOLOv1 to the state-of-the-art YOLOv10, in the context of agricultural advancements.	Mujadded Al Rabbani Alif; Muhammad Hussain;	arxiv-cs.CV	2024-06-14
30	Current Applications and Potential Future Directions of Reinforcement Learning-based Digital Twins in Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This review aims to categorize existing research employing reinforcement learning in agricultural settings by application domains like robotics, greenhouse management, irrigation systems, and crop management, identifying potential future areas for reinforcement learning-based Digital Twins.	Georg Goldenits; Kevin Mallinger; Sebastian Raubitzek; Thomas Neubauer;	arxiv-cs.LG	2024-06-13
31	Unleashing The Power of Transfer Learning Model for Sophisticated Insect Detection: Revolutionizing Insect Classification Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Different models like MobileNetV2, ResNet152V2, Xecption, Custom CNN was used in this study.	MD. MAHMUDUL HASAN et. al.	arxiv-cs.CV	2024-06-11
32	IoT-based Prediction and Classification Framework for Smart Farming Using Adaptive Multi-scale Deep Networks Related Papers Related Patents Related Grants Related Venues Related Experts View	B. Padmavathi; A. Bhagyalakshmi; G. Vishnupriya; Kavitha Datchanamoorthy;	Expert Syst. Appl.	2024-06-01
33	The Effect of Curative and Preventive Optimal Control Measures on A Fractional Order Plant Disease Model Related Papers Related Patents Related Grants Related Venues Related Experts View	H. Ali; Ismail Gad Ameen; Yasmeen Ahmed Gaber;	Math. Comput. Simul.	2024-06-01
34	From Seedling to Harvest: The GrowingSoy Dataset for Weed Detection in Soy Crops Via Instance Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we introduce a comprehensive dataset for training neural networks to detect weeds and soy plants through instance segmentation.	RAUL STEINMETZ et. al.	arxiv-cs.CV	2024-06-01
35	An Organic Weed Control Prototype Using Directed Energy and Deep Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, a directed energy weed control robot prototype specifically designed for organic farms is proposed.	Deng Cao; Hongbo Zhang; Rajveer Dhillon;	arxiv-cs.RO	2024-05-31
36	SPARROW: Smart Precision Agriculture Robot for Ridding of Weeds Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The advancements in precision agriculture are vital to support the increasing demand for global food supply. Precision spot spraying is a major step towards reducing chemical …	DHANUSHKA BALASINGHAM et. al.	arxiv-cs.RO	2024-05-31
37	Enhancing Plant Disease Detection: A Novel CNN-Based Approach with Tensor Subspace Learning and HOWSVD-MD Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces a cutting-edge technique for the detection and classification of tomato leaf diseases, utilizing insights from the latest pre-trained Convolutional Neural Network (CNN) models.	ABDELMALIK OUAMANE et. al.	arxiv-cs.CV	2024-05-30
38	SMARD: A Cost Effective Smart Agro Development Technology for Crops Disease Classification Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Farmers can also contact the expert panel through text message, voice call, or video call to purchase fertilizer, seeds, and pesticides at low prices, as well as secure bank loans. The project’s goal is to empower farmers and rural communities by providing them with the resources they need to increase crop yields.	Tanoy Debnath; Shadman Wadith; Anichur Rahman;	arxiv-cs.CR	2024-05-17
39	BonnBot-I Plus: A Bio-diversity Aware Precise Weed Management Robotic Platform Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this article, we focus on the critical tasks of plant protection in arable farms, addressing a modern challenge in agriculture: integrating ecological considerations into the operational strategy of precision weeding robots like \bbot.	Alireza Ahmadi; Michael Halstead; Claus Smitt; Chris McCool;	arxiv-cs.RO	2024-05-15
40	PotatoGANs: Utilizing Generative Adversarial Networks, Instance Segmentation, and Explainable AI for Enhanced Potato Disease Identification and Classification Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Traditional data augmentation approaches, such as rotation, flip, and translation, have limitations and frequently fail to provide strong generalization results. To address these issues, our research employs a novel approach termed as PotatoGANs.	MOHAMMAD SHAFIUL ALAM et. al.	arxiv-cs.CV	2024-05-12
41	WeedScout: Real-Time Autonomous Blackgrass Classification and Mapping Using Dedicated Hardware Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The WeedScout project introduces a Real-Rime Autonomous Black-Grass Classification and Mapping (RT-ABGCM), a cutting-edge solution tailored for real-time detection of blackgrass, for precision weed management practices.	MATTHEW GAZZARD et. al.	arxiv-cs.RO	2024-05-12
42	Semi-Supervised Weed Detection for Rapid Deployment and Enhanced Efficiency Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces a novel method for semi-supervised weed detection, comprising two main components.	Alzayat Saleh; Alex Olsen; Jake Wood; Bronson Philippa; Mostafa Rahimi Azghadi;	arxiv-cs.CV	2024-05-12
43	Overcoming LLM Challenges Using RAG-Driven Precision in Coffee Leaf Disease Remediation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This research introduces an innovative AI-driven precision agriculture system, leveraging YOLOv8 for disease identification and Retrieval Augmented Generation (RAG) for context-aware diagnosis.	Dr. Selva Kumar S; Afifah Khan Mohammed Ajmal Khan; Imadh Ajaz Banday; Manikantha Gada; Vibha Venkatesh Shanbhag;	arxiv-cs.IR	2024-05-02
44	Heterogeneous Features and Deep Learning Networks Fusion-based Pest Detection, Prevention and Controlling System Using IoT and Pest Sound Analytics in A Vast Agriculture System Related Papers Related Patents Related Grants Related Venues Related Experts View	M. Ali; Anupam Kumar Sharma; Rajesh Kumar Dhanaraj;	Comput. Electr. Eng.	2024-05-01
45	IoT-based Agriculture Management Techniques for Sustainable Farming: A Comprehensive Review Related Papers Related Patents Related Grants Related Venues Related Experts View	Hammad Shahab; M. Iqbal; Ahmed Sohaib; Farid Ullah Khan; Mohsin Waqas;	Comput. Electron. Agric.	2024-05-01
46	Exploring Wireless Channels in Rural Areas: A Comprehensive Measurement Study Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To address this research gap, we conducted a channel measurement study on multiple wireless frequency bands at various crop and livestock farms near Ames, Iowa, based on Iowa State University~(ISU)’s ARA Wireless Living lab – one of the NSF PAWR platforms.	TIANYI ZHANG et. al.	arxiv-cs.NI	2024-04-26
47	Advancing Plant Diseases Detection with Pre-trained YOLO Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The current paper explores the close interaction between technological advancements and the field of agriculture through a project focused on plant disease detection using Deep …	Boudjemaa Boudaa; Kamel Abada; Walid Aymen Aichouche; Ahmed Nabil Belakermi;	2024 6th International Conference on Pattern Analysis and …	2024-04-24
48	AI-based Smart Agriculture 4.0 System for Plant Diseases Detection in Tunisia Related Papers Related Patents Related Grants Related Venues Related Experts View	B. Tej; Soulef Bouaafia; Mohamed Ali Hajjaji; A. Mtibaa;	Signal Image Video Process.	2024-04-16
49	An Effective Image Classification Method for Plant Diseases with Improved Channel Attention Mechanism AECAnet Based on Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Since plant diseases occurring during the growth process are a significant factor leading to the decline in both yield and quality, the classification and detection of plant leaf …	Wenqiang Yang; Ying Yuan; Donghua Zhang; Liyuan Zheng; Fuquan Nie;	Symmetry	2024-04-08
50	Active Learning for Efficient Annotation in Precision Agriculture: A Use-case on Crop-weed Semantic Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The absence of significant results on both datasets indicates that further research is required for applying active learning on agricultural datasets, especially if they contain a high-class imbalance and redundant images. Recommendations and insights are provided in this paper to potentially resolve such issues.	BART M. VAN MARREWIJK et. al.	arxiv-cs.CV	2024-04-03
51	Object Detection and Tracking in Precision Farming: A Systematic Review IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	M. Ariza-Sentís; Sergio Vélez; Raquel Martínez-Peña; H. Baja; J. Valente;	Comput. Electron. Agric.	2024-04-01
52	Generating Diverse Agricultural Data for Vision-Based Farming Applications Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a specialized procedural model for generating synthetic agricultural scenes, focusing on soybean crops, along with various weeds.	MIKOLAJ CIESLAK et. al.	arxiv-cs.CV	2024-03-27
53	Exploring Accurate 3D Phenotyping in Greenhouse Through Neural Radiance Fields Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study investigates a learning-based phenotyping method using the Neural Radiance Field to achieve accurate in-situ phenotyping of pepper plants in greenhouse environments.	JUNHONG ZHAO et. al.	arxiv-cs.CV	2024-03-23
54	Self-Supervised Backbone Framework for Diverse Agricultural Vision Tasks Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we explore how self-supervised representation learning unlocks the potential applicability to diverse agriculture vision tasks by eliminating the need for large-scale annotated datasets.	Sudhir Sornapudi; Rajhans Singh;	arxiv-cs.CV	2024-03-22
55	GPT-4 As Evaluator: Evaluating Large Language Models on Pest Management in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the rapidly evolving field of artificial intelligence (AI), the application of large language models (LLMs) in agriculture, particularly in pest management, remains nascent. We …	SHANGLONG YANG et. al.	ArXiv	2024-03-18
56	Application Scenarios of Digital Twins for Smart Crop Farming Through Cloud-Fog-Edge Infrastructure Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the last decade, digital twin (DT) technology has received considerable attention across various domains, such as manufacturing, smart healthcare, and smart cities. The digital …	Y. Kalyani; Liam Vorster; Rebecca Whetton; Rem Collier;	Future Internet	2024-03-16
57	A Reinforcement Learning Approach to Dairy Farm Battery Management Using Q Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study proposes a Q-learning-based algorithm for scheduling battery charging and discharging in a dairy farm setting.	Nawazish Ali; Abdul Wahid; Rachael Shaw; Karl Mason;	arxiv-cs.LG	2024-03-14
58	The Effect of Different Optimization Strategies to Physics-Constrained Deep Learning for Soil Moisture Estimation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose a physics-constrained deep learning (P-DL) framework to integrate physics-based principles on water transport and water sensing signals for effective reconstruction of the soil moisture dynamics.	Jianxin Xie; Bing Yao; Zheyu Jiang;	arxiv-cs.LG	2024-03-12
59	On The Importance of Precise Positioning in Robotised Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The precision of agro-technical operations is one of the main hallmarks of a modern approach to agriculture. However, ensuring the precise application of plant protection products …	MATEUSZ NIJAK et. al.	Remote. Sens.	2024-03-11
60	Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we assess the effectiveness of a semi-supervised learning framework for multi-class weed detection, employing two well-known object detection frameworks, namely FCOS and Faster-RCNN.	Jiajia Li; Dong Chen; Xunyuan Yin; Zhaojian Li;	arxiv-cs.CV	2024-03-05
61	IoT Based Wireless Communication System for Smart Irrigation and Rice Leaf Disease Prediction Using ResNeXt-50 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture not only plays a vital role in human survival but also contributes to the nation’s greater economic development. With the use of technologies like IoT, WSNs, remote …	S. Sangeetha; N. Indumathi; Reena Grover; Rakshit Singh; Renu Mavi;	Int. J. Artif. Intell. Tools	2024-03-01
62	Meta-Analysis Assessing Potential of Drone Remote Sensing in Estimating Plant Traits Related to Nitrogen Use Efficiency Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Unmanned Aerial Systems (UASs) are increasingly vital in precision agriculture, offering detailed, real-time insights into plant health across multiple spectral domains. However, …	Jingcheng Zhang; Yuncai Hu; Fei Li; K. Fue; Kang Yu;	Remote. Sens.	2024-02-28
63	Towards A Crop Pest Control System Based on The Internet of Things and Fuzzy Logic Related Papers Related Patents Related Grants Related Venues Related Experts View	Xuhui Wang; Vahid Jannesari;	Telecommun. Syst.	2024-02-26
64	Automation’s Impact on Agriculture: Opportunities, Challenges, and Economic Effects IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automation and robotics are the key players in modern agriculture. They offer potential solutions for challenges related to the growing global population, demographic shifts, and …	Khadijeh Bazargani; Taher Deemyad;	Robotics	2024-02-19
65	Data Driven Approach to Leaf Recognition: Logistic Regression for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Artificial Intelligence has been involved in the restructuring of farming practices. Compared to conventional methods that involved using pesticides to remove weeds, smart and …	Altamash Ahmad Abbasi; Ahmad Jalal;	2024 5th International Conference on Advancements in …	2024-02-19
66	SusFL: Energy-Aware Federated Learning-based Monitoring for Sustainable Smart Farms Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a novel energy-aware federated learning (FL)-based system, namely SusFL, for sustainable smart farming to address the challenge of inconsistent health monitoring due to fluctuating energy levels of solar sensors.	Dian Chen; Paul Yang; Ing-Ray Chen; Dong Sam Ha; Jin-Hee Cho;	arxiv-cs.LG	2024-02-15
67	Pheno-Robot: An Auto-Digital Modelling System for In-Situ Phenotyping in The Field Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study explores the deployment of emerging robotics and digital technology in plant phenotyping to improve performance and efficiency.	Yaoqiang Pan; Kewei Hu; Tianhao Liu; Chao Chen; Hanwen Kang;	arxiv-cs.RO	2024-02-14
68	Intelligent Agricultural Greenhouse Control System Based on Internet of Things and Machine Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study endeavors to conceptualize and execute a sophisticated agricultural greenhouse control system grounded in the amalgamation of the Internet of Things (IoT) and machine …	Cangqing Wang;	ArXiv	2024-02-14
69	Intelligent Agricultural Management Considering N$_2$O Emission and Climate Variability with Uncertainties Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Our research tackles uncertainties in N$_2$O emission estimates with a probabilistic ML approach and climate variability through a stochastic weather model, offering a range of emission outcomes to improve forecast reliability and decision-making.	Zhaoan Wang; Shaoping Xiao; Jun Wang; Ashwin Parab; Shivam Patel;	arxiv-cs.LG	2024-02-13
70	Digital Twin Prototypes for Supporting Automated Integration Testing of Smart Farming Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Industry 4.0 marks a major technological shift, revolutionizing manufacturing with increased efficiency, productivity, and sustainability. This transformation is paralleled in …	Alexander Barbie; Wilhelm Hasselbring; Malte Hansen;	Symmetry	2024-02-12
71	Impact of Transfer Learning Compared to Convolutional Neural Networks on Fruit Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming, also known as precision agriculture or digital farming, is an innovative approach to agriculture that utilizes advanced technologies and data-driven techniques to …	Dina Ahmed Salem; Nesma Abdel Aziz Hassan; Razan Mohamed Hamdy;	J. Intell. Fuzzy Syst.	2024-02-08
72	An Intelligent-IoT-Based Data Analytics for Freshwater Recirculating Aquaculture System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Implementing innovative farming practices becomes imperative for a country whose economy relies heavily on agricultural products. Over recent years, the swift process of …	Munesh Singh; Kshira Sagar Sahoo; Amir H. Gandomi;	IEEE Internet of Things Journal	2024-02-01
73	Agriculture 4.0 and Beyond: Evaluating Cyber Threat Intelligence Sources and Techniques in Smart Farming Ecosystems Related Papers Related Patents Related Grants Related Venues Related Experts View	HANG THANH BUI et. al.	Comput. Secur.	2024-02-01
74	Next Generation of Computer Vision for Plant Disease Monitoring in Precision Agriculture: A Contemporary Survey, Taxonomy, Experiments, and Future Direction Related Papers Related Patents Related Grants Related Venues Related Experts View	Weiping Ding; M. Abdel-Basset; Ibrahim Alrashdi; Hossam Hawash;	Inf. Sci.	2024-02-01
75	Computer Vision and Machine Learning-Based Predictive Analysis for Urban Agricultural Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Urban agriculture presents unique challenges, particularly in the context of microclimate monitoring, which is increasingly important in food production. This paper explores the …	Arturs Kempelis; I. Poļaka; A. Romānovs; Antons Patlins;	Future Internet	2024-01-28
76	Precise Robotic Weed Spot-Spraying for Reduced Herbicide Usage and Improved Environmental Outcomes — A Real-World Case Study Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we demonstrate that a custom-designed robotic spot spraying tool based on computer vision and deep learning can significantly reduce herbicide usage on sugarcane farms.	MOSTAFA RAHIMI AZGHADI et. al.	arxiv-cs.RO	2024-01-24
77	Human-Robot Collaboration in Modern Agriculture: A Review of The Current Research Landscape Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recent years have witnessed an increased utilization of robotics systems in agricultural settings. While fully autonomous farming holds great potential, most systems fall short of …	M. Yerebakan; Boyi Hu;	Adv. Intell. Syst.	2024-01-22
78	Agricultural Recommendation System Based on Deep Learning: A Multivariate Weather Forecasting Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In order to have a profitable, sustainable, and farmer-friendly agricultural practice, this paper proposes a context-based crop recommendation system powered by a weather forecast model.	MD ZUBAIR et. al.	arxiv-cs.LG	2024-01-21
79	Agry: A Comprehensive Framework for Plant Diseases Classification Via Pretrained EfficientNet and Convolutional Neural Networks for Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Sheida Saleki; J. Tahmoresnezhad;	Multim. Tools Appl.	2024-01-17
80	A Enhancing Cybersecurity Resilience for Low-Income Farmers in Developing Nations: A Fuzzy Cognitive Mapping Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Rural farmers with limited resources in developing nations who integrate technology into their sustainable agricultural practices encounter a range of obstacles, including …	Kossi Bissadu; Gahangir Hossain; Leela Pavani Velagala;	2024 IEEE International Conference on Consumer Electronics …	2024-01-06
81	Harnessing Artificial Intelligence for Sustainable Agricultural Development in Africa: Opportunities, Challenges, and Impact Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper explores the transformative potential of artificial intelligence (AI) in the context of sustainable agricultural development across diverse regions in Africa. Delving …	Kinyua Gikunda;	ArXiv	2024-01-03
82	Enhanced Corn Seed Disease Classification: Leveraging MobileNetV2 with Feature Augmentation and Transfer Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the era of advancing artificial intelligence (AI), its application in agriculture has become increasingly pivotal. This study explores the integration of AI for the …	Mohannad Alkanan; Yonis Gulzar;	Frontiers Appl. Math. Stat.	2024-01-03
83	Towards Accurate Disease Segmentation in Plant Images: A Comprehensive Dataset Creation and Network Evaluation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automated disease segmentation in plant images plays a crucial role in identifying and mitigating the impact of plant diseases on agricultural productivity. In this study, we …	Komuravelli Prashanth; Jaladi Sri Harsha; Sivapuram Arun Kumar; Jaladi Srilekha;	2024 IEEE/CVF Winter Conference on Applications of Computer …	2024-01-03
84	Multi-Objective Optimization of Gateway Location Selection in Long-Range Wide Area Networks: A Tradeoff Analysis Between System Costs and Bitrate Maximization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: LoRaWANs play a critical role in various applications such as smart farming, industrial IoT, and smart cities. The strategic placement of gateways significantly influences network …	Charuay Savithi; Chutchai Kaewta;	J. Sens. Actuator Networks	2024-01-02
85	Agriculture 5.0: Cutting-Edge Technologies, Trends, and Challenges Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the evolution from Agriculture 2.0 to Agriculture 5.0, the agricultural sector has witnessed transformative changes. Agriculture 5.0 represents a revolutionary phase, …	S. FOUNTAS et. al.	IT Professional	2024-01-01
86	Hardware Evaluation of Cluster-Based Agricultural IoT Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, we present a real-world hardware evaluation of a robust, affordable, location-independent, simple, and infrastructure-less cluster-based agricultural Internet of …	E. Effah; Ousmane Thiaré; Alexander M. Wyglinski;	IEEE Access	2024-01-01
87	Revolutionizing Agriculture: Machine and Deep Learning Solutions for Enhanced Crop Quality and Weed Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural systems are being revolutionized due to emerging technologies that aim to make improvements in the traditional agriculture system. The major goal is not just to …	Syed Mujtaba Hassan Rizvi; Asma Naseer; Shafiq ur Rehman; Sheeraz Akram; Volker Gruhn;	IEEE Access	2024-01-01
88	A Systematic Review of Optimal and Practical Methods in Design, Construction, Control, Energy Management and Operation of Smart Greenhouses Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In an era characterized by severe climate change, dwindling resources, and a growing world population, the agricultural industry is facing unprecedented challenges. On the other …	M. Ghiasi; Zhanle Wang; M. Mehrandezh; R. Paranjape;	IEEE Access	2024-01-01
89	Enhanced Black Widow Optimization With Hybrid Deep Learning Enabled Intrusion Detection in Internet of Things-Based Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture has played a significant role in the lifespan of human beings for their survival and the better economic growth of the country. Due to its intensified growth, smart …	R. Aburasain;	IEEE Access	2024-01-01
90	Unmanned Aerial Vehicle for Precision Agriculture: A Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Digital Precision Agriculture (DPA) is a comprehensive approach to agronomic management that utilizes advanced technologies, such as sensor data analysis and automation, to …	FRANCESCO TOSCANO et. al.	IEEE Access	2024-01-01
91	An Integrated Framework of Two-Stream Deep Learning Models Optimal Information Fusion for Fruits Disease Recognition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Diseases impact the rates of production of many agricultural goods. These diseases require detection, which is difficult to do manually. Therefore, the creation of some automated …	UNBER ZAHRA et. al.	IEEE Journal of Selected Topics in Applied Earth …	2024-01-01
92	Precision Agriculture Through Deep Learning: Tomato Plant Multiple Diseases Recognition With CNN and Improved YOLOv7 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The ability to accurately identify tomato leaves in a field setting is crucial for achieving early yield estimation, particularly with the growing importance of Precision …	MUHAMMAD UMAR et. al.	IEEE Access	2024-01-01
93	An Effective Deep Neural Network in Edge Computing Enabled Internet of Things for Plant Diseases Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the rise of the Internet of Things technology, smart agriculture and the corresponding technology, namely, Taiwan’s agriculture 4.0 has been developed. A large number of …	Yao-Hong Tsai; Tse-Chuan Hsu;	2024 IEEE/CVF Winter Conference on Applications of Computer …	2024-01-01
94	An Early and Smart Detection of Corn Plant Leaf Diseases Using IoT and Deep Learning Multi-Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant leaf diseases have various causes, leading to severe disorders. The early and accurate detection and classification of these diseases are fundamental for fostering healthy …	Rubina Rashid; Waqar Aslam; Romana Aziz; Ghadah Aldehim;	IEEE Access	2024-01-01
95	Remote Sensing and Decision Support System Applications in Precision Agriculture: Challenges and Possibilities Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As the world’s population rises, there will be a greater need for food, which will have repercussions on the environment and on crop yields. Increased production, efficient …	I. Mehedi; M. Hanif; Muhammad Bilal; Mahendiran T. Vellingiri; Thangam Palaniswamy;	IEEE Access	2024-01-01
96	A Comprehensive Review on Deep Learning Assisted Computer Vision Techniques for Smart Greenhouse Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the escalating global challenges of food security and resource sustainability, innovative solutions like deep learning and computer vision are transforming agricultural …	Jalal Uddin Md Akbar; S. F. Kamarulzaman; Abu Jafar Md Muzahid; Md. Arafatur Rahman; Mueen Uddin;	IEEE Access	2024-01-01
97	A Review on Machine Learning and Deep Learning Image-based Plant Disease Classification for Industrial Farming Systems IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	P. Sajitha; Dr. A. Diana Andrushia; Dr. N. Anand; Dr. M.Z. Naser;	J. Ind. Inf. Integr.	2024-01-01
98	Pest Identification Based on Fusion of Self-Attention With ResNet Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Pest identification is a challenging task in the agricultural sector, as accurate and timely detection of pests is essential for effective pest control and crop protection. …	S. M. Hassan; Arnab Kumar Maji;	IEEE Access	2024-01-01
99	Agricultural Weed Identification in Images and Videos By Integrating Optimized Deep Learning Architecture on An Edge Computing Technology Related Papers Related Patents Related Grants Related Venues Related Experts View	NITIN RAI et. al.	Comput. Electron. Agric.	2024-01-01
100	IoT-Driven Machine Learning for Precision Viticulture Optimization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture (PA), also known as smart farming, has emerged as an innovative solution to address contemporary challenges in agricultural sustainability. A particular …	Chiara Pero; Sambit Bakshi; Michele Nappi; G. Tortora;	IEEE Journal of Selected Topics in Applied Earth …	2024-01-01
101	AoI-Aware Energy-Efficient SFC in UAV-Aided Smart Agriculture Using Asynchronous Federated Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the midst of rising global population and environmental challenges, smart agriculture emerges as a vital solution by integrating advanced technologies to optimize agricultural …	Mohammad Akbari; Aisha Syed; W. S. Kennedy; Melike Erol-Kantarci;	IEEE Open Journal of the Communications Society	2024-01-01
102	Human-Centered AI in Smart Farming: Toward Agriculture 5.0 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper delineates the contemporary landscape, challenges, and prospective developments in human-centred artificial intelligence (AI) within the ambit of smart farming, a …	Andreas Holzinger; Iztok Fister; Iztok Fister; Hans‐Peter Kaul; S. Asseng;	IEEE Access	2024-01-01
103	Optimized Data Fusion With Scheduled Rest Periods for Enhanced Smart Agriculture Via Blockchain Integration Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The study introduces an efficient data aggregation technique for smart agriculture by leveraging Blockchain technology and a novel method referred to as the “cluster head sleep …	ADEEL AHMED et. al.	IEEE Access	2024-01-01
104	Crops Leaf Disease Recognition From Digital and RS Imaging Using Fusion of Multi Self-Attention RBNet Deep Architectures and Modified Dragonfly Optimization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Globally, pests and plant diseases severely threaten forestry and agriculture. Plant protection could be substantially enhanced by using noncontact, extremely effective, and …	IRFAN HAIDER et. al.	IEEE Journal of Selected Topics in Applied Earth …	2024-01-01
105	Analysis of Formal Concepts for Verification of Pests and Diseases of Crops Using Machine Learning Methods Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This article is devoted to a set of important areas of research: the analysis of formal representations and verification of pests and pathogens affecting crops using spectral …	J. TUSSUPOV et. al.	IEEE Access	2024-01-01
106	Agricultural 4.0 Leveraging on Technological Solutions: Study for Smart Farming Sector Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To effectively utilize the potential of technology gadgets in the agriculture sector, collaboration between governments, private sector entities, and other stakeholders is necessary. This paper covers Agriculture 4.0, looks at its possible benefits and drawbacks of the implementation methodologies, compatibility, reliability, and investigates the several digital tools that are being utilized to change the agriculture industry and how to mitigate the challenges.	Emmanuel Kojo Gyamfi; Zag ElSayed; Jess Kropczynski; Mustapha Awinsongya Yakubu; Nelly Elsayed;	arxiv-cs.HC	2024-01-01
107	Evaluation of Machine Learning Approaches for Precision Farming in Smart Agriculture System: A Comprehensive Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the era of digital data proliferation, agriculture stands on the cusp of a transformative revolution driven by Machine Learning (ML). This study delves into the intricate …	GHULAM MOHYUDDIN et. al.	IEEE Access	2024-01-01
108	Effects of IoT Communication Protocols for Precision Agriculture in Outdoor Environments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The integration of Internet of Things (IoT) technology in precision agriculture offers substantial potential for improving productivity and crop yield. However, challenges persist …	ASAD UL HAQ HASHMI et. al.	IEEE Access	2024-01-01
109	Real-Time Plant Disease Dataset Development and Detection of Plant Disease Using Deep Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a significant role in meeting food needs and providing food security for the increasingly growing global population, which has increased by 0.88% since 2022. …	D. Joseph; P. Pawar; Kaustubh Chakradeo;	IEEE Access	2024-01-01
110	On The Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The advent of large language models (LLMs) has heightened interest in their potential for multimodal applications that integrate language and vision. This paper explores the …	CHENJIAO TAN et. al.	ArXiv	2023-12-23
111	Smart Connected Farms and Networked Farmers to Tackle Climate Challenges Impacting Agricultural Production Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The aim of this article is to provide a comprehensive overview of the state of the art in SCF including the advances in engineering, computer sciences, data sciences, social sciences and economics including data privacy, sharing and technology adoption.	BEHZAD J. BALABAYGLOO et. al.	arxiv-cs.CY	2023-12-19
112	Optimized Transfer Learning Approach for Leaf Disease Classification in Smart Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Monu Bhagat; D. Kumar; Sunil Kumar;	Multim. Tools Appl.	2023-12-19
113	Tomato Plant Leaf Disease Classification Using Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases pose a significant threat to global food production and require early identification to ensure global food security and safeguard the economic interests of …	Anil R. Ghodekar; Nailya Sultanova; Manoj Jayabalan; J. Mustafina;	2023 16th International Conference on Developments in …	2023-12-18
114	Advancing Disease Identification in Fava Bean Crops: A Novel Deep Learning Solution Integrating YOLO-NAS for Precise Rust Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A significant concern is the economic impact of agricultural diseases on the world’s crop production. The disease significantly reduces agricultural production across the world. …	Hicham Slimani; J. El Mhamdi; A. Jilbab;	J. Intell. Fuzzy Syst.	2023-12-16
115	Smart-Contract-Based Agricultural Service Platform for Drone Plant Protection Operation Optimization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The platform-based agricultural service is receiving popularity in small-scale farming and shows significant advantages in gathering dispersed service requests and matching supply …	QIANQIAN ZHENG et. al.	IEEE Internet of Things Journal	2023-12-15
116	CattleEyeView: A Multi-task Top-down View Cattle Dataset for Smarter Precision Livestock Farming Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Moreover, they do not provide top-down views of cattle. To address such limitations, we introduce CattleEyeView dataset, the first top-down view multi-task cattle video dataset for a variety of inter-related tasks (i.e., counting, detection, pose estimation, tracking, instance segmentation) that are useful to count the number of cows and assess their growth and well-being.	Kian Eng Ong; Sivaji Retta; Ramarajulu Srinivasan; Shawn Tan; Jun Liu;	arxiv-cs.CV	2023-12-14
117	Causality and Explainability for Trustworthy Integrated Pest Management Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Despite its potential, IPM faces low adoption rates due to farmers’ skepticism about its effectiveness. To address this challenge, we introduce an advanced data analysis framework tailored to enhance IPM adoption.	ILIAS TSOUMAS et. al.	arxiv-cs.LG	2023-12-07
118	Development of Plant Disease Detection for Smart Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Karthickmanoj R; S. T.;	Multim. Tools Appl.	2023-12-04
119	Weed-Crop Segmentation in Drone Images with A Novel Encoder-Decoder Framework Enhanced Via Attention Modules Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The rapid expansion of the world’s population has resulted in an increased demand for agricultural products which necessitates the need to improve crop yields. To enhance crop …	Sultan Daud Khan; Saleh M. Basalamah; A. Lbath;	Remote. Sens.	2023-12-03
120	Multiclass Weed Identification Using Semantic Segmentation: An Automated Approach for Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Sanjay Kumar Gupta; Shivam Kumar Yadav; Sanjay Kumar Soni; Udai Shanker; Pradeep Kumar Singh;	Ecol. Informatics	2023-12-01
121	Efficient Multi-UAV Assisted Data Gathering Schemes for Maximizing The Operation Time of Wireless Sensor Networks in Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Measurement data from wireless sensors deployed in large agricultural areas could be used to help the automation of precision farming activities such as irrigation management, …	Khanh-Van Nguyen; Chi-Hieu Nguyen; T. V. Do; C. Rotter;	IEEE Transactions on Industrial Informatics	2023-12-01
122	Robotic Volatile Sampling for Early Detection of Plant Stress: Precision Agriculture Beyond Visual Remote Sensing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Global agriculture is challenged to provide food for a human population that is larger than ever before and still increasing. This is accompanied by the need to reduce the large …	Christian Geckeler; S. Ramos; M. Schuman; S. Mintchev;	IEEE Robotics & Automation Magazine	2023-12-01
123	Structured Ecological Cultivation With Autonomous Robots in Agriculture: Toward A Fully Autonomous Robotic Indoor Farming System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To support the hypothesis that embracing robotics has the potential to address farming challenges and, at the same time, replace large and complex farm machinery, this article …	Marsela Car; Barbara Arbanas Ferreira; Jelena Vuletić; M. Orsag;	IEEE Robotics & Automation Magazine	2023-12-01
124	Cross-domain Transfer Learning for Weed Segmentation and Mapping in Precision Farming Using Ground and UAV Images Related Papers Related Patents Related Grants Related Venues Related Experts View	JUNFENG GAO et. al.	Expert Syst. Appl.	2023-12-01
125	Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we propose a novel framework for enforcing privacy policy rules in privacy-preserving data generation algorithms.	Anantaa Kotal; Lavanya Elluri; Deepti Gupta; Varun Mandalapu; Anupam Joshi;	arxiv-cs.CR	2023-11-26
126	Can SAM Recognize Crops? Quantifying The Zero-shot Performance of A Semantic Segmentation Foundation Model on Generating Crop-type Maps Using Satellite Imagery for Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose using clustering consensus metrics to assess SAM’s zero-shot performance in segmenting satellite imagery and producing crop-type maps.	RUTUJA GURAV et. al.	arxiv-cs.CV	2023-11-25
127	The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This work is a call for attention and highlights the potential risks of deploying neural network-based hydropower plant management software without proper scrutiny and control. To address these concerns, we propose the adoption of the Agriculture Conscious Hydropower Plant Management framework, aiming to maximise electricity production while prioritising stable irrigation for agriculture.	C. Coelho; M. Fernanda P. Costa; L. L. Ferrás;	arxiv-cs.LG	2023-11-22
128	IoT-Based Object-Detection System to Safeguard Endangered Animals and Bolster Agricultural Farm Security Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Significant threats to ecological equilibrium and sustainable agriculture are posed by the extinction of animal species and the subsequent effects on farms. Farmers face difficult …	MOHAIMENUL AZAM KHAN RAIAAN et. al.	Future Internet	2023-11-21
129	Weed Detection in Agricultural Fields Via Automatic Graph Cut Segmentation with Mobile Net Classification Model Related Papers Related Patents Related Grants Related Venues Related Experts View	S. P. Samuel; K. Malarvizhi; S. Karthik;	Signal, Image and Video Processing	2023-11-21
130	Artificial Intelligence in Sustainable Vertical Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As global challenges of population growth, climate change, and resource scarcity intensify, the agricultural landscape is at a critical juncture. Sustainable vertical farming …	Hribhu Chowdhury; Debo Brata Paul Argha; Md Ashik Ahmed;	ArXiv	2023-11-17
131	ChatGPT in The Context of Precision Agriculture Data Analytics Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study we argue that integrating ChatGPT into the data processing pipeline of automated sensors in precision agriculture has the potential to bring several benefits and enhance various aspects of modern farming practices.	Ilyas Potamitis;	arxiv-cs.AI	2023-11-10
132	Enabling Automated Integration Testing of Smart Farming Applications Via Digital Twin Prototypes Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present a case study for employing our Digital Twin Prototype approach to automated testing of software for improving the making of silage with a smart farming application.	Alexander Barbie; Wilhelm Hasselbring; Malte Hansen;	arxiv-cs.SE	2023-11-09
133	High-fidelity 3D Reconstruction of Plants Using Neural Radiance Field Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In particular, we present a novel plant phenotype dataset comprising real plant images from production environments.	Kewei Hu; Ying Wei; Yaoqiang Pan; Hanwen Kang; Chao Chen;	arxiv-cs.CV	2023-11-07
134	SugarViT — Multi-objective Regression of UAV Images with Vision Transformers and Deep Label Distribution Learning Demonstrated on Disease Severity Prediction in Sugar Beet Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: One novelty in this work is the combination of remote sensing data with environmental parameters of the experimental sites for disease severity prediction.	MAURICE GÜNDER et. al.	arxiv-cs.CV	2023-11-06
135	Potato Leaf Disease Classification Using Deep Learning: A Convolutional Neural Network Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, a Convolutional Neural Network (CNN) is used to classify potato leaf illnesses using Deep Learning.	Utkarsh Yashwant Tambe; A. Shobanadevi; A. Shanthini; Hsiu-Chun Hsu;	arxiv-cs.CV	2023-11-04
136	A Mixed-autonomous Robotic Platform for Intra-row and Inter-row Weed Removal for Precision Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	FRANCESCO VISENTIN et. al.	Comput. Electron. Agric.	2023-11-01
137	A Secure Signature‐based Access Control and Key Management Scheme for Fog Computing‐based IoT‐enabled Big Data Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Fog computing is a distributed computing architecture, as opposed to depending entirely on centralized cloud servers, which brings the processing of data, functionality of an …	VIJAY KARNATAK et. al.	Security and Privacy	2023-11-01
138	QWID: Quantized Weed Identification Deep Neural Network Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present an efficient solution for weed classification in agriculture.	Parikshit Singh Rathore;	arxiv-cs.CV	2023-10-29
139	Fusion-Driven Tree Reconstruction and Fruit Localization: Advancing Precision in Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study introduces an innovative methodology that harnesses the synergy of RGB imagery, LiDAR, and IMU data, to achieve intricate tree reconstructions and the pinpoint localization of fruits.	KAIMING FU et. al.	arxiv-cs.RO	2023-10-23
140	Named Entity Recognition for Monitoring Plant Health Threats in Tweets: A ChouBERT Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: An important application scenario of precision agriculture is detecting and measuring crop health threats using sensors and data analysis techniques.	Shufan Jiang; Rafael Angarita; Stéphane Cormier; Francis Rousseaux;	arxiv-cs.CL	2023-10-19
141	Identification of Abnormality in Maize Plants From UAV Images Using Deep Learning Approaches Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we consider the problem of automatically identifying abnormal regions in maize plants from images captured by a UAV.	Aminul Huq; Dimitris Zermas; George Bebis;	arxiv-cs.CV	2023-10-19
142	Agri-GNN: A Novel Genotypic-Topological Graph Neural Network Framework Built on GraphSAGE for Optimized Yield Prediction Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture, as the cornerstone of human civilization, constantly seeks to integrate technology for enhanced productivity and sustainability. This paper introduces …	Aditya Gupta; Asheesh Singh;	ArXiv	2023-10-19
143	Development of Tomato Leaf Disease Detection Using YoloV8 Model Via RoboFlow 2.0 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Philippines, as a tropical archipelago with 30% of its land classified as agricultural, produces tomatoes throughout the year, though peaks during dry season. Not accounting …	S. G. Brucal; L. C. M. D. Jesus; Sergio R. Peruda; Leonardo Samaniego; Einstein D. Yong;	2023 IEEE 12th Global Conference on Consumer Electronics …	2023-10-10
144	Effect of CLAHE-based Enhancement on Bean Leaf Disease Classification Through Explainable AI Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Global agriculture faces a major threat from plant diseases, particularly those affecting bean leaves, resulting in significant crop yield losses and impacting farmers’ …	T. R. Noviandy; A. Maulana; Faris Khowarizmi; Kahlil Muchtar;	2023 IEEE 12th Global Conference on Consumer Electronics …	2023-10-10
145	Hierarchical Mask2Former: Panoptic Segmentation of Crops, Weeds and Leaves Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To this end, we propose a hierarchical panoptic segmentation method to simultaneously identify indicators of plant growth and locate weeds within an image.	Madeleine Darbyshire; Elizabeth Sklar; Simon Parsons;	arxiv-cs.CV	2023-10-10
146	TP-YOLO: A Lightweight Attention-Based Architecture for Tiny Pest Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automatic detection of agricultural pests is a challenging problem that is of great interest in biosecurity and precision agriculture. The detection model must cope well with the …	Yang Di; S. L. Phung; Julian Van Den Berg; Jason Clissold; A. Bouzerdoum;	2023 IEEE International Conference on Image Processing …	2023-10-08
147	Automated Spray Control Using Deep Learning and Image Processing Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose an end-to-end system for automated detection of disease with severity level in tomato plants using a fusion of deep learning methods with image processing techniques.	Victor Azad; Shreyank Kumar; Ram Narayan Yadav;	mobicom	2023-10-02
148	Integrating Agricultural and Ecotourism Development: A Crop Cultivation Suitability Framework Considering Tourists’ Landscape Preferences in Qinghai Province, China Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Ecotourism and agricultural development have been proven to have synergistic effects, although few studies have employed a spatial planning approach to incorporate tourism growth …	HUIHUI WANG et. al.	Remote. Sens.	2023-09-25
149	A SAM-based Solution for Hierarchical Panoptic Segmentation of Crops and Weeds Competition Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Exploring the application of panoptic segmentation in agriculture, the 8th Workshop on Computer Vision in Plant Phenotyping and Agriculture (CVPPA) hosted the challenge of hierarchical panoptic segmentation of crops and weeds using the PhenoBench dataset. To tackle the tasks presented in this competition, we propose an approach that combines the effectiveness of the Segment AnyThing Model (SAM) for instance segmentation with prompt input from object detection models.	Khoa Dang Nguyen; Thanh-Hai Phung; Hoang-Giang Cao;	arxiv-cs.CV	2023-09-24
150	From Text to Trends: A Unique Garden Analytics Perspective on The Future of Modern Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we demonstrate the potential of machine learning techniques to predict trends in horticulture by analyzing textual queries from homeowners.	Parag Saxena;	arxiv-cs.AI	2023-09-21
151	Efficient Deep Learning Approach for Olive Disease Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: From ancient times olive tree cultivation has been one of the most crucial agricultural activities for Mediterranean countries. In recent years, the role of Artificial …	A. Bruno; Davide Moroni; M. Martinelli;	2023 18th Conference on Computer Science and Intelligence …	2023-09-17
152	E-Governance in Agriculture: A Framework on Digital Technology Adaptation By Smallholder Farmers Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Digital farming is a modern paradigm for food production that utilizes modern technology to enhance various benefits for farmers through e-agriculture and provide higher crop …	Mosa Shrabony Sheikh; László Berényi;	Proceedings of the Central and Eastern European eDem and …	2023-09-13
153	Online ML Self-adaptation in Face of Traps Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Recently, we experimented with applying online ML for self-adaptation of a smart farming scenario and we had faced several unexpected difficulties — traps — that, to our knowledge, are not discussed enough in the community. In this paper, we report our experience with these traps.	MICHAL TÖPFER et. al.	arxiv-cs.LG	2023-09-11
154	Robot-assisted Soil Apparent Electrical Conductivity Measurements in Orchards Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Robot-assisted ECa measurements, in contrast, may offer a scalable and cost-effective solution. In this work, we present one such solution that involves a ground mobile robot equipped with a customized and adjustable platform to hold an Electromagnetic Induction (EMI) sensor to perform semi-autonomous and on-demand ECa measurements under various field conditions.	Dimitrios Chatziparaschis; Elia Scudiero; Konstantinos Karydis;	arxiv-cs.RO	2023-09-10
155	Machine Learning As A Strategic Tool for Helping Cocoa Farmers in Côte D’Ivoire Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Machine learning can be used for social good. The employment of artificial intelligence in smart agriculture has many benefits for the environment: it helps small farmers (at a …	Stefano Ferraris; Rosa Meo; Stefano Pinardi; Matteo Salis; Gabriele Sartor;	Sensors (Basel, Switzerland)	2023-09-01
156	A Deep Learning Model for Cotton Disease Prediction Using Fine-tuning with Smart Web Application in Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	MD. MANOWARUL ISLAM et. al.	Intell. Syst. Appl.	2023-09-01
157	BFSF: A Secure IoT Based Framework for Smart Farming Using Blockchain Related Papers Related Patents Related Grants Related Venues Related Experts View	Shashi Shreya; Kakali Chatterjee; Ashutosh Kumar Singh;	Sustain. Comput. Informatics Syst.	2023-09-01
158	Precision Weed Detection in Wheat Fields for Agriculture 4.0: A Survey of Enabling Technologies, Methods, and Research Challenges IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	KE-QIAN XU et. al.	Comput. Electron. Agric.	2023-09-01
159	A Review on UAV-Based Applications for Plant Disease Detection and Monitoring IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Remote sensing technology is vital for precision agriculture, aiding in early issue detection, resource management, and environmentally friendly practices. Recent advances in …	L. KOUADIO et. al.	Remote. Sens.	2023-08-31
160	Plant Disease Detection and Segmentation Using End-to-End YOLOv8: A Comprehensive Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Preventing and managing plant leaf diseases requires a dependable and precise detection method. Detecting leaf diseases in plants is a time-consuming process that has a negative …	Syed Asif Ahmad Qadri; N. Huang; T. Wani; S. A. Bhat;	2023 IEEE 13th International Conference on Control System, …	2023-08-25
161	Detecting Heterogeneity Parameters and Hybrid Models for Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	O. Ibidoja; P. Fam; J. Sulaiman; Majid Khan Majahar Ali;	Journal of Big Data	2023-08-19
162	Reinforcement Learning for Battery Management in Dairy Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This research paper utilizes Q-learning to learn an effective policy for charging and discharging a battery within a dairy farm setting.	Nawazish Ali; Abdul Wahid; Rachael shaw; Karl Mason;	arxiv-cs.LG	2023-08-17
163	A Global Systematic Review of Improving Crop Model Estimations By Assimilating Remote Sensing Data: Implications for Small-Scale Agricultural Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: There is a growing effort to use access to remote sensing data (RS) in conjunction with crop model simulation capability to improve the accuracy of crop growth and yield …	Luleka Dlamini; Olivier Crespo; Jos van Dam; L. Kooistra;	Remote. Sens.	2023-08-17
164	Integrating Renewable Energy in Agriculture: A Deep Reinforcement Learning-based Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The study develops a DQN framework to assist agricultural investors in making informed decisions considering factors such as installation budget, government incentives, energy requirements, system cost, and long-term benefits.	A. Wahid; I faiud; K. Mason;	arxiv-cs.AI	2023-08-16
165	IoT Technology and Digital Upskilling Framework for Farmers in The Northern Rural Area of Thailand Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: One-third of Thailand’s workers are in agriculture, but the country’s agricultural GDP is still less than 10% of its total GDP. Most Thai farmers are smallholders with limited …	T. Yooyativong; Chayapol Kamyod;	J. Mobile Multimedia	2023-08-14
166	A Crop Recommendation System Based on Nutrients and Environmental Factors Using Machine Learning Models and IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the ever-increasing population of the world, enough crop production is the biggest concern for the human race. This issue is more pressing than ever as the world population …	ANISHKA CHAUHAN et. al.	2023 International Conference on Information Technology …	2023-08-09
167	An Autonomous Hybrid Drone-Rover Vehicle for Weed Removal and Spraying Applications in Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To meet the different requirements of multiple terrains and vertical farming in agriculture, we propose an autonomous hybrid drone-rover vehicle that combines the advantages of both rovers and drones.	J Krishna Kant; Mahankali Sripaad; Anand Bharadwaj; Rajashekhar V S; Suresh Sundaram;	arxiv-cs.RO	2023-08-09
168	Embedding-based Retrieval with LLM for Effective Agriculture Information Extracting from Unstructured Data IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we explored using domain-agnostic general pre-trained large language model(LLM) to extract structured data from agricultural documents with minimal or no human intervention.	Ruoling Peng; Kang Liu; Po Yang; Zhipeng Yuan; Shunbao Li;	arxiv-cs.AI	2023-08-06
169	The ACAC_D Model for Mutable Activity Control and Chain of Dependencies in Smart and Collaborative Systems Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In ACAC, we also consider the chain of dependencies while handling the mutability of an activity. We highlight the challenges while dealing with chain of dependencies, and provide solutions to resolve these challenges.	Tanjila Mawla; Maanak Gupta; Safwa Ameer; Ravi Sandhu;	arxiv-cs.CR	2023-08-03
170	Opinion Paper: Precision Agriculture, Smart Agriculture, or Digital Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Qin Zhang;	Comput. Electron. Agric.	2023-08-01
171	Farmer-centric Design Thinking Principles for Smart Farming Technologies Related Papers Related Patents Related Grants Related Venues Related Experts View	M. McCaig; Rozita Dara; Davar Rezania;	Internet Things	2023-08-01
172	Multi-growth Stage Plant Recognition: A Case Study of Palmer Amaranth (Amaranthus Palmeri) in Cotton (Gossypium Hirsutum) Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we investigate eight-class growth stage recognition of A. palmeri in cotton as a challenging model for You Only Look Once (YOLO) architectures.	Guy RY Coleman; Matthew Kutugata; Michael J Walsh; Muthukumar Bagavathiannan;	arxiv-cs.CV	2023-07-28
173	Digital Twin Deployment for Smart Agriculture in Cloud-Fog-Edge Infrastructure Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The rapid adoption of Cloud, Fog, and Edge computing paradigms, along with Digital Twin (DT) technology, is being observed across numerous domains. Smart Agriculture is one such …	Y. Kalyani; Nestor Velasco Bermeo; Rem W. Collier;	International Journal of Parallel, Emergent and Distributed …	2023-07-27
174	A Modular Communication Architecture for Adaptive UAV Swarms Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Small Unmanned Aerial Vehicles (UAVs) have vast application potential from industrial logistics and disaster monitoring to smart farming, for example, to create maps with …	KEYVAN SHAHIN et. al.	2023 IEEE International Conference on Omni-layer …	2023-07-23
175	Agricultural Robotic System: The Automation of Detection and Speech Control Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The Agricultural Robotic System project addresses these issues through a modular design that integrates advanced visual, speech recognition, and robotic technologies. This system is comprised of separate but interconnected modules for vision detection and speech recognition, creating a flexible and adaptable solution.	YANG WENKAI et. al.	arxiv-cs.RO	2023-07-19
176	LoRaVine: Using LoRaWAN for Smart Vineyards Microclimate Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Industrial Internet of Things (IIoT) paradigm promises to increase efficiency of a production system providing comprehensive awareness about the whole process. Such an …	DAVIDE BOTTURI et. al.	2023 IEEE Sensors Applications Symposium (SAS)	2023-07-18
177	Development of Low-Cost Multi-Spectral Cameras for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The demand for low-cost multispectral cameras is rising in the agricultural sector for precision farming. Spectral indices provide valuable information about crop health, being …	Á. Pérez-García; A. Rodríguez-Molina; E. Hernández; Luis Vera; José F. López;	IGARSS 2023 – 2023 IEEE International Geoscience and Remote …	2023-07-16
178	Techniques, Answers, and Real-World UAV Implementations for Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	Ashish Srivastava; J. Prakash;	Wireless Personal Communications	2023-07-13
179	The Perilous Promise of Productivity: Affective Politics of Farming Media and Its Consequences for The Future of Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This article brings together historically disparate literatures, including rural sociology, critical food studies, new media studies, and affect theory to think critically, and …	M. Carolan;	New Media & Society	2023-07-13
180	Theme Mapping and Bibliometric Analysis of Two Decades of Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The estimated global population for 2050 is 9 billion, which implies an increase in food demand. Agriculture is the primary source of food production worldwide, and improving its …	TRI KUSHARTADI et. al.	Inf.	2023-07-11
181	Employing Drones in Agriculture: An Exploration of Various Drone Types and Key Advantages Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This article explores the use of drones in agriculture and discusses the various types of drones employed for different agricultural applications.	E. C. Nunes;	arxiv-cs.RO	2023-07-08
182	Low Cost Precision Farming and Remote Monitoring Using Cloud Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is a rapidly growing field that has seen experienced substantial investment and adoption in recent years. The adoption of precision agriculture is driven by …	T. S; M. Tejaswi; V. Supritha;	2023 14th International Conference on Computing …	2023-07-06
183	Sensor Based Agribot For Agricultural Field Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agribot is a robot made specifically for agricultural farming. As one of the trends of the 21st century in the development of automation and intelligence of agricultural …	SATHESH S et. al.	2023 14th International Conference on Computing …	2023-07-06
184	Smart Home Automation with Smart Security System Over The Cloud Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This article outlines a comprehensive smart home automation system that utilizes ESP32 and ESP32-CAM modules, along with IoT cloud integration, to provide a seamless and secure …	GAURAV VERMA et. al.	2023 14th International Conference on Computing …	2023-07-06
185	Utilizing Federated Learning and CNNs for Severity Analysis of Fenugreek Leaf Diseases Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To effectively control fenugreek leaf diseases, which represent a severe danger to crop yield, it is necessary to have precise and fast detection systems. This study suggested a …	Shiva Mehta; Vinay Kukreja; Vikrant Sharma;	2023 14th International Conference on Computing …	2023-07-06
186	A Paradigm Shift in Pomegranate Leaf Disease Detection with Federated Learning and CNN Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Pomegranate leaf diseases offer severe obstacles to agricultural output, calling for quick and efficient means of identification. The convolutional neural networks (CNNs) and …	Shiva Mehta; Vinay Kukreja; Satvik Vats; Aditya Verma;	2023 14th International Conference on Computing …	2023-07-06
187	Cutting-edge Analysis of Sweet Potato Leaf Diseases: Leveraging Federated Learning and CNNs for Severity Evaluation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study proposes a unique method for categorizing and estimating the severity of illnesses that affect sweet potato leaves using federated learning and Convolutional Neural …	Shiva Mehta; Vinay Kukreja; Vikrant Sharma; Manisha Aeri;	2023 14th International Conference on Computing …	2023-07-06
188	Identification of Various Diseases in Plant Leaves Using Image Processing and CNN Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: India is an agricultural country with a population that depends on agriculture for about 70% of their income. Finding plant diseases is a crucial duty carried out in agriculture. …	Diksha Tandekar; Snehlata Dongre;	2023 14th International Conference on Computing …	2023-07-06
189	Intelligent Drones Trajectory Generation for Mapping Weed Infested Regions Over 6G Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Unmanned Aerial Vehicles (UAVs), in conjunction with 6G, are a potential tool for monitoring agricultural lands and various agricultural applications. There have been several …	G. Raja; Nisha Deborah Philips; R. Ramasamy; K. Dev; Neeraj Kumar;	IEEE Transactions on Intelligent Transportation Systems	2023-07-01
190	Deep Learning Model for Detection of Brown Spot Rice Leaf Disease with Smart Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	ROOPALI DOGRA et. al.	Comput. Electr. Eng.	2023-07-01
191	Expert System for Smart Farming for Diagnosis of Sugarcane Diseases Using Machine Learning Related Papers Related Patents Related Grants Related Venues Related Experts View	Athiraja Atheeswaran; Raghavender K.V.; B.N. Lakshmi Chaganti; Ashok Maram; N. Herencsar;	Comput. Electr. Eng.	2023-07-01
192	Severity Stage Identification and Pest Detection of Tomato Disease Using Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In Bangladesh, most people depend on agriculture for their livelihood. The country’s economy and agricultural production are hampered if plants are affected by diseases. Crop …	Prothama Sardar; Romana Rahman Ema; Sk. Shalauddin Kabir; Md. Nasim Adnan; S. Galib;	Int. J. Comput.	2023-07-01
193	Sustainable Palm Tree Farming: Leveraging IoT and Multi-Modal Data for Early Detection and Mapping of Red Palm Weevil Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes an innovative approach for sustainable palm tree farming by utilizing advanced technologies for the early detection and management of RPW.	Yosra Hajjaji; Ayyub Alzahem; Wadii Boulila; Imed Riadh Farah; Anis Koubaa;	arxiv-cs.CV	2023-06-29
194	Evaluating Digital Agriculture Recommendations with Causal Inference Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To this end, we propose an observational causal inference framework for the empirical evaluation of the impact of digital tools on target farm performance indicators (e.g., yield in this case).	ILIAS TSOUMAS et. al.	aaai	2023-06-26
195	A ROS-based Architecture for Object Detection and Relative Localization for A Mobile Robot with An Application to A Precision Farming Scenario Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Several factors may compromise the effectiveness of algorithms for relatively localizing specific objects in outdoor unstructured environments using robotic platforms, such as the …	Andrea Arlotta; M. Lippi; A. Gasparri;	2023 31st Mediterranean Conference on Control and …	2023-06-26
196	Lesion Detection on Leaves Using Class Activation Maps Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we propose a method for lesion detection on plant leaves utilizing class activation maps generated by a ResNet-18 classifier.	Enes Sadi Uysal; Deniz Sen; Ahmet Haydar Ornek; Ahmet Emin Yetkin;	arxiv-cs.CV	2023-06-23
197	The Impact of The Application of Deep Learning Techniques with IoT in Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is a vital sector in Tunisia, serving as the country’s economic backbone and providing subsistence and employment to a large number of people. However, climate change, …	Oumayma Jouini; K. Sethom; R. Bouallègue;	2023 International Wireless Communications and Mobile …	2023-06-19
198	PestDSS: An Integrated Decision Support System for Sustainable Pest Management in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The direct and indirect damage to crops caused by pests is a major factor affecting crop yields. Providing farmers with professional and cost-effective pest management decisions …	ZHIPENG YUAN et. al.	2023 IEEE 32nd International Symposium on Industrial …	2023-06-19
199	Multi-output Deep-Supervised Classifier Chains for Plant Pathology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant leaf disease classification is an important task in smart agriculture which plays a critical role in sustainable production. Modern machine learning approaches have shown …	Jianping Yao; S. Tran;	2023 International Joint Conference on Neural Networks …	2023-06-18
200	Early Detection of Late Blight Tomato Disease Using Histogram Oriented Gradient Based Support Vector Machine Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This research propose a novel smart technique for early detection of late blight diseases in tomatoes.	YOUSEF ALHWAITI et. al.	arxiv-cs.CV	2023-06-14
201	Iot-Based Privacy-Preserving Anomaly Detection Model for Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) technology has been incorporated into the majority of people’s everyday lives and places of employment due to the quick development in information …	Keerthi Kethineni; Pradeepini Gera;	Syst.	2023-06-13
202	Towards Sustainable Farming: A Robust Decision Support System’s Architecture for Agriculture 4.0 IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture 4.0 is a new era in farming that uses digital technologies to optimize crop yields and increase sustainability by collecting, integrating, and analyzing data from …	E. Pechlivani; G. Gkogkos; Nikolaos Giakoumoglou; Ioannis Hadjigeorgiou; D. Tzovaras;	2023 24th International Conference on Digital Signal …	2023-06-11
203	Exploring Machine Learning Models for Soil Nutrient Properties Prediction: A Systematic Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is essential to a flourishing economy. Although soil is essential for sustainable food production, its quality can decline as cultivation becomes more intensive and …	O. FOLORUNSO et. al.	Big Data Cogn. Comput.	2023-06-08
204	Progress in The Application of CNN-Based Image Classification and Recognition in Whole Crop Growth Cycles IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The categorization and identification of agricultural imagery constitute the fundamental requisites of contemporary farming practices. Among the various methods employed for image …	FENG YU et. al.	Remote. Sens.	2023-06-08
205	Intrusion Detection in Internet of Things-based Smart Farming Using Hybrid Deep Learning Framework Related Papers Related Patents Related Grants Related Venues Related Experts View	Keerthi Kethineni; G. Pradeepini;	Cluster Computing	2023-06-03
206	Towards Domain Generalization in Crop and Weed Segmentation for Precision Farming Robots Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision farming robots offer the potential to reduce the amount of used agrochemicals through targeted interventions and thus are a promising step towards sustainable …	J. Weyler; T. Läbe; Federico Magistri; J. Behley; C. Stachniss;	IEEE Robotics and Automation Letters	2023-06-01
207	Multi-Criteria Decision Analysis Approach for Selecting Feasible Data Analytics Platforms for Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	N. N. K. Krisnawijaya; B. Tekinerdogan; C. Catal; R. V. D. Tol;	Comput. Electron. Agric.	2023-06-01
208	Weed Resistance Assessment Through Airborne Multimodal Data Fusion and Deep Learning: A Novel Approach Towards Sustainable Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Fulin Xia; Zhaoxia Lou; Deng Sun; Hailong Li; Longzhe Quan;	Int. J. Appl. Earth Obs. Geoinformation	2023-06-01
209	Advancing Precision Agriculture: The Potential of Deep Learning for Cereal Plant Head Detection IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	ALIREZA SANAEIFAR et. al.	Comput. Electron. Agric.	2023-06-01
210	Data Management System for Sustainable Agriculture Among Smallholder Farmers in Tanzania: Research-in-progress Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smallholder farmers produce about 70% of the world’s food and employ more than one billion people. They therefore have an important role to play in eradicating food insecurity and …	G. E. Mushi; G. Serugendo; Pierre-Yves Burgi;	Information Technology for Development	2023-05-31
211	CROP: Cluster-Based Routing Using Optimized Framework for IoT-Based Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The advancements in the field of the Internet of Things (IoT) have fueled technological advancements in remotely handling agricultural operations, as well as the successful …	Sandeep Verma; Satnam Kaur; Aneek Adhya; Georges Kaddoum; Bouziane Brik;	ICC 2023 – IEEE International Conference on Communications	2023-05-28
212	Label-Efficient Learning in Agriculture: A Comprehensive Review IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In fact, there are more than 50 papers on developing and applying deep-learning-based label-efficient techniques to address various agricultural problems since 2016, which motivates the authors to provide a timely and comprehensive review of recent label-efficient ML/DL methods in agricultural applications.	JIAJIA LI et. al.	arxiv-cs.CV	2023-05-23
213	Low-cost Smart Raven Deterrent System with Tiny Machine Learning for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming is a promising application domain for the Internet of Things, which helps farmers to reduce operating costs and increase their profit with automation. Bird or raven …	Seonyeong Heo; Nicolas Baumann; Carla Margelisch; Marco Giordano; Michele Magno;	2023 IEEE International Instrumentation and Measurement …	2023-05-22
214	GPS-Aided Odometry Navigation for IAVs: An Assessment of Integration Topologies and Odometry Mounting Configurations Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, navigation of agricultural vehicles is almost exclusively dominated by Global Navigation Satellite Systems (GNSSs), in particular, the Global Positioning System (GPS). …	V. H. L. Pereira; F. O. Silva;	2023 IEEE International Instrumentation and Measurement …	2023-05-22
215	Computer Vision and Deep Learning-enabled Weed Detection Model for Precision Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	R. PUNITHAVATHI et. al.	Comput. Syst. Sci. Eng.
216	Investigating Image-based Fallow Weed Detection Performance on Raphanus Sativus and Avena Sativa at Speeds Up to 30 Km H-1 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Site-specific weed control (SSWC) can provide considerable reductions in weed control costs and herbicide usage. Despite the promise of machine vision for SSWC systems and the …	Guy R. Y. Coleman; A. Macintyre; M. Walsh; W. Salter;	ArXiv	2023-05-17
217	CWD30: A Comprehensive and Holistic Dataset for Crop Weed Recognition in Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Moreover, the similar external structure and phenomics of crops and weeds complicate recognition tasks. To address these issues, we present the CWD30 dataset, a large-scale, diverse, holistic, and hierarchical dataset tailored for crop-weed recognition tasks in precision agriculture.	TALHA ILYAS et. al.	arxiv-cs.CV	2023-05-17
218	Investigating Image-based Fallow Weed Detection Performance on Raphanus Sativus and Avena Sativa at Speeds Up to 30 Km H$^{-1}$ Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Here, we compare the performance of four camera-software combinations using the open-source OpenWeedLocator platform – (1) default settings on a Raspberry Pi HQ camera, (2) optimised software settings on a HQ camera, (3) optimised software settings on the Raspberry Pi v2 camera, and (4) a global shutter Arducam AR0234 camera – at speeds ranging from 5 km h$^{-1}$ to 30 km h$^{-1}$.	Guy R. Y. Coleman; Angus Macintyre; Michael J. Walsh; William T. Salter;	arxiv-cs.CV	2023-05-17
219	Object Detection Model for Gender Screening of Cannabis Seeds Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Understanding and perception of cannabis are more expansive than they formerly were. Almost all growers are primarily interested in getting harvests of big flower buds from …	Prachya Boonsri; Y. Limpiyakorn;	Proceedings of the 2023 9th International Conference on …	2023-05-10
220	Big Data Analytics, Data Science, ML&AI for Connected, Data-driven Precision Agriculture and Smart Farming Systems: Challenges and Future Directions Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Big data and data scientific applications in the modern agriculture are rapidly evolving as the data technology advances and more computational power becomes available. The …	David Han;	Proceedings of Cyber-Physical Systems and Internet of …	2023-05-09
221	Enabling Scalable Smart Vertical Farming with IoT and Machine Learning Technologies Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Current state of the art in vertical farming faces numerous challenges around optimisation and efficiency. This new domain of agriculture is targeting high level of automated and …	Csaba Hegedüs; Attila Frankó; P. Varga; Stefan Gindl; Markus Tauber;	NOMS 2023-2023 IEEE/IFIP Network Operations and Management …	2023-05-08
222	Disruptive Technologies for Smart Farming in Developing Countries: Tomato Leaf Disease Recognition Systems Based on Machine Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Food security is a major concern in every developing country. Farmers face many problems while cultivating plants and they must take precautions at every stage of cultivation. …	Ravichandra Reddy Kovvuri; A. Kaushik; Sargam Yadav;	The Electronic Journal of Information Systems in Developing …	2023-05-06
223	Smart Platform Based on IoT and WSN for Monitoring and Control of A Greenhouse in The Context of Precision Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hamza Benyezza; M. Bouhedda; Reda Kara; S. Rebouh;	Internet Things	2023-05-01
224	Enhanced Cyber-physical System with Semantic Technologies and Machine Learning to Support Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: An important aspect related to the effects of agricultural activities on the environment is represented by the nutrient loss in water and air (specifically nitrogen). The …	Sorin N. Ciolofan; M. Drăgoicea; Daniel-Cătălin Popeangă;	2023 24th International Conference on Control Systems and …	2023-05-01
225	Hierarchical and Decentralised Federated Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: If there exist geographical patterns for data (e.g., soil conditions in a smart farm likely are related to the geography of the region itself), then it is crucial that models used locally can consider their own locality in addition to a globally-learned model.	OMER RANA et. al.	arxiv-cs.LG	2023-04-28
226	An Efficient IoT Based Framework for Detecting Rice Disease in Smart Farming System Related Papers Related Patents Related Grants Related Venues Related Experts View	Nermeen Gamal Rezk; E. E. Hemdan; A. Attia; Ayman El-Sayed; Mohamed A. El-Rashidy;	Multimedia Tools and Applications	2023-04-28
227	ARD‐VO: Agricultural Robot Data Set of Vineyards and Olive Groves Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The availability of real‐world data in agricultural applications is of paramount importance to develop robust and effective robotic‐based solutions for farming operations. In this …	FRANCESCO CROCETTI et. al.	Journal of Field Robotics	2023-04-24
228	Designing For Sustainable and Equitable Agricultural Labor and Technologies Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This dissertation project begins from the literature-informed premise that dominant and historical conditions which have shaped the agricultural industry, namely scientific …	Olivia Doggett;	Extended Abstracts of the 2023 CHI Conference on Human …	2023-04-19
229	AI Driven Shadow Model Detection in Agropv Farms Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we use state-of-the-art CNN and GAN-based neural networks to detect shadows in agro-PV farms, demonstrating their effectiveness.	Sai Paavan Kumar Dornadula; Pascal Brunet; Dr. Susan Elias;	arxiv-cs.CV	2023-04-16
230	AGI for Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: By leveraging the power of AGI, these emerging technologies can provide farmers with actionable insights, allowing for optimized decision-making and increased productivity. The transformative potential of AGI in agriculture is vast, and this paper aims to highlight its potential to revolutionize the industry.	GUOYU LU et. al.	arxiv-cs.AI	2023-04-12
231	Visual Based Tomato Size Measurement System for An Indoor Farming Environment Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Current existing vision systems for yield estimation face difficulties in occlusion and scalability as they utilize a camera system that is large and expensive, which are unsuitable for orchard environments. To overcome these problems, this paper presents a size measurement method combining a machine learning model and depth images captured from three low cost RGBD cameras to detect and measure the height and width of tomatoes.	ANDY KWEON et. al.	arxiv-cs.CV	2023-04-12
232	Simulation Analysis of Exploration Strategies and UAV Planning for Search and Rescue Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The solution was developed with the open-source ROS framework and Gazebo simulator, with PX4 as the autopilot system for flight control, and YOLO as the object detector.	Phuoc Nguyen Thuan; Jorge Peña Queralta; Tomi Westerlund;	arxiv-cs.RO	2023-04-11
233	Computer Vision-Aided Intelligent Monitoring of Coffee: Towards Sustainable Coffee Production Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Following precision agriculture approach, we employed machine learning algorithm YOLO, for image processing of coffee plant. In this study, the latest version of the state-of-the-art algorithm YOLOv7 was trained with 324 annotated images followed by its evaluation with 82 unannotated images as test data.	FRANCISCO ERON et. al.	arxiv-cs.CV	2023-04-11
234	Look How They Have Grown: Non-destructive Leaf Detection and Size Estimation of Tomato Plants for 3D Growth Monitoring Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, an automated non-destructive imaged-based measuring system is presented, which uses 2D and 3D data obtained using a Zivid 3D camera, creating 3D virtual representations (digital twins) of the tomato plants.	YUNING XING et. al.	arxiv-cs.CV	2023-04-07
235	Convolutional Neural Network Maps Plant Communities in Semi-Natural Grasslands Using Multispectral Unmanned Aerial Vehicle Imagery Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Semi-natural grasslands (SNGs) are an essential part of European cultural landscapes. They are an important habitat for many animal and plant species and offer a variety of …	Maren Pöttker; K. Kiehl; T. Jarmer; D. Trautz;	Remote. Sens.	2023-04-06
236	Trap-Based Pest Counting: Multiscale and Deformable Attention CenterNet Integrating Internal LR and HR Joint Feature Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This makes pest counting more challenging. To address these issues, this study proposes a new pest counting model referred to as multiscale and deformable attention CenterNet (Mada-CenterNet) for internal low-resolution (LR) and high-resolution (HR) joint feature learning.	Jae-Hyeon Lee; Chang-Hwan Son;	arxiv-cs.CV	2023-04-05
237	BOLLWM: A Real-world Dataset for Bollworm Pest Monitoring from Cotton Fields in India Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a dataset of agricultural pest images captured over five years by thousands of small holder farmers and farming extension workers across India.	JEROME WHITE et. al.	arxiv-cs.CV	2023-04-03
238	Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we investigate the problem of crop segmentation and propose a novel approach to enhance domain generalization using knowledge distillation.	Simone Angarano; Mauro Martini; Alessandro Navone; Marcello Chiaberge;	arxiv-cs.CV	2023-04-03
239	Smart Farming Using Artificial Intelligence: A Review IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yaganteeswarudu Akkem; S. K. Biswas; Aruna Varanasi;	Eng. Appl. Artif. Intell.	2023-04-01
240	IoT-Enabled Precision Agriculture: Developing An Ecosystem for Optimized Crop Management IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) has the potential to revolutionize agriculture by providing real-time data on crop and livestock conditions. This study aims to evaluate the …	SHADI ATALLA et. al.	Inf.	2023-03-27
241	A Rapid Review on The Use of Free and Open Source Technologies and Software Applied to Precision Agriculture Practices Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Technology plays a crucial role in the management of natural resources in agricultural production. Free and open-source software and sensor technology solutions have the potential …	Rogério P. dos Santos; Nuno Fachada; M. Beko; V. Leithardt;	J. Sens. Actuator Networks	2023-03-24
242	Internet of Things Based Sensor System for Vertical Farming and Controlled Environment Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The use of internet of things (IoT) technology in vertical farming has the potential to greatly benefit the industry by providing a more efficient and sustainable way to grow …	RAHMAT ULLAH et. al.	2023 6th Conference on Cloud and Internet of Things (CIoT)	2023-03-20
243	Panoptic One-Click Segmentation: Applied to Agricultural Data Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose panoptic one-click segmentation, an efficient and accurate offline tool to produce pseudo-labels from click inputs which reduces labelling effort.	Patrick Zimmer; Michael Halstead; Chris McCool;	arxiv-cs.CV	2023-03-15
244	Data-driven Evaluation of Machine Learning Models for Climate Control in Operational Smart Greenhouses Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, human overpopulation is stressing our ecosystems in different ways, agriculture being a critical example as different predictions point towards food shortages in the …	Juan Morales-García; A. Bueno-Crespo; Raquel Martínez-España; José M. Cecilia;	J. Ambient Intell. Smart Environ.	2023-03-13
245	Deep Learning-Based Apple Detection with Attention Module and Improved Loss Function in YOLO IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Horticulture and agriculture are considered as the important pillars of any economy. Current technological advancements have led to the development of several new technologies …	Praveen Kumar Sekharamantry; F. Melgani; Jonni Malacarne;	Remote. Sens.	2023-03-09
246	Affordable Artificial Intelligence – Augmenting Farmer Knowledge with AI Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farms produce hundreds of thousands of data points on the ground daily. Farming technique which combines farming practices with the insights uncovered in these data points using …	Peeyush Kumar; Andrew Nelson; Zerina Kapetanovic; Ranveer Chandra;	ArXiv	2023-03-04
247	SUN: A Simulated UAV Network Testbed with Hardware-in-the-Loop SDR Support Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Unmanned Aerial Vehicles (UAVs) are already part of everyday life as they are commonly used for disaster response, industrial applications, and smart farming. Resilient and …	Lars Baumgärtner; Maximilian Bauer; Bastian Bloessl;	2023 IEEE Wireless Communications and Networking Conference …	2023-03-01
248	Agricultural Robot-Centered Recognition of Early-Developmental Pest Stage Based on Deep Learning: A Case Study on Fall Armyworm (Spodoptera Frugiperda) Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Accurately detecting early developmental stages of insect pests (larvae) from off-the-shelf stereo camera sensor data using deep learning holds several benefits for farmers, from …	Hammed Obasekore; M. Fanni; S. Ahmed; Victor Parque; Bo-Yeong Kang;	Sensors (Basel, Switzerland)	2023-03-01
249	IoT-Driven Artificial Intelligence Technique for Fertilizer Recommendation Model IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming systems emphasize the need for modern technologies like the Internet of Things, Cloud, and Artificial Intelligence (AI) in the agricultural process. The digital …	B. Swaminathan; S. Palani; Subramaniyaswamy Vairavasundaram; K. Kotecha; Vinay Kumar;	IEEE Consumer Electronics Magazine	2023-03-01
250	Analysis of The Development Status and Prospect of China’s Agricultural Sensor Market Under Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural sensors are essential technologies for smart agriculture, which can transform non-electrical physical quantities such as environmental factors. The ecological …	NING SUN et. al.	Sensors (Basel, Switzerland)	2023-03-01
251	Novel Framework for Secure Data Aggregation in Precision Agriculture with Extensive Energy Efficiency Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture (PA) is the next generation of a technological revolution in smart farming, where sensing technology is the core technological player. Energy-efficient data …	G. Nagaraja; K. Vanishree; F. Azam;	J. Comput. Networks Commun.	2023-02-24
252	Impact of Pretrained Deep Neural Networks for Tomato Leaf Disease Prediction Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The economic prosperity of a country is highly dependent on agriculture. The use of technology in agriculture has greatly contributed to the economic prosperity of industrialized …	Mohamed Bouni; Badr Hssina; K. Douzi; Samira Douzi;	J. Electr. Comput. Eng.	2023-02-22
253	A Mobile-Based System for Detecting Ginger Leaf Disorders Using Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture sector plays a crucial role in supplying nutritious and high-quality food. Plant disorders significantly impact crop productivity, resulting in an annual loss of …	HAMNA WAHEED et. al.	Future Internet	2023-02-21
254	Automatic Diagnosis of Plant Leaf Diseases Based on Deep Learning Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant disease is one of the main factors reducing crop productivity and causing massive economic loss. Therefore, early plant disease detection has a significant impact on crop …	B. Tej; Soulef Bouaafia; Mohamed Ali Hajjaji; A. Mtibaa;	2023 20th International Multi-Conference on Systems, …	2023-02-20
255	Detection of Tomato Leaf Disease Using Deep Convolutional Neural Networks IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the backbone of many economies throughout the world including Pakistan. Similarly, tomatoes are the most widely cultivated vegetables in the agricultural field. In …	Aima Khalid; Shahzad Akbar; Syed Ale Hassan; Saba Firdous; Sahar Gull;	2023 4th International Conference on Advancements in …	2023-02-20
256	Recent Advances in Agricultural Disease Image Recognition Technologies: A Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the world of intelligent agriculture, agricultural disease picture detection plays a critical role. Plant disease identification must be efficient if agricultural production is …	Shweta Bondre; Dipti D. Patil;	Concurrency and Computation: Practice and Experience	2023-02-16
257	Mobile Phone Use for Farm-related Activities By Ethnic Minority Farmers During The Covid-19 Pandemic in Quang Tri Province, Central Vietnam Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study explores the use of mobile phones for farm-related activities of ethnic minority farmers in Quang Tri province, Central Vietnam, in the context of the COVID-19 …	TRAN CAO UY et. al.	Inf. Serv. Use	2023-02-09
258	A SWAT-based Reinforcement Learning Framework for Crop Management Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we introduce a reinforcement learning (RL) environment that leverages the dynamics in the Soil and Water Assessment Tool (SWAT) and enables management practices to be assessed and evaluated on a watershed level.	MALVERN MADONDO et. al.	arxiv-cs.LG	2023-02-09
259	Research on Artificial Intelligence Based Fruit Disease Identification System (AI-FDIS) with The Internet of Things (IoT) Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Monitoring fruit quality, volume, and development on the plantation are critical to ensuring that the fruits are harvested at the optimal time. Fruits are more susceptible to the …	S. K. KABILESH et. al.	J. Intell. Fuzzy Syst.	2023-01-24
260	An Efficient Certificateless Forward-Secure Signature Scheme for Secure Deployments of The Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As an extension of the wired network, the use of the wireless communication network has considerably boosted users’ productivity at work and in their daily lives. The most notable …	Tahir Ali Shah; Insaf Ullah; Muhammad Asghar Khan; P. Lorenz; Nisreen Innab;	J. Sens. Actuator Networks	2023-01-23
261	An Energy Efficient LoRa-based Multi-Sensor IoT Network for Smart Sensor Agriculture System IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the advancement and usage of Internet of Things (IoT), smart agriculture is evolving rapidly. Smart solutions based on IoT can not only help the farmers in maximizing the …	Shivakant Mishra; S. Nayak; Ramnarayan Yadav;	2023 IEEE Topical Conference on Wireless Sensors and Sensor …	2023-01-22
262	Use of Geostatistics for Multi-Scale Spatial Modeling of Xylella Fastidiosa Subsp. Pauca (Xfp) Infection with Unmanned Aerial Vehicle Image Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, the use of Unmanned Aerial Vehicles (UAVs) has been spreading widely, as in plant pest control. The collection of huge amounts of spatial data raises various …	A. Belmonte; G. Gadaleta; A. Castrignanò;	Remote. Sens.	2023-01-22
263	SugarChain: Blockchain Technology Meets Agriculture – The Case Study and Analysis of The Indian Sugarcane Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: . Not only in our country and Asia, but the agriculture sector is also lagging all over the world while using new technologies and innovations. Farmers are not getting the …	Naresh Kshetri; Chandra Sekhar Bhusal; Dilip Kumar; D. Chapagain;	ArXiv	2023-01-20
264	SugarChain: Blockchain Technology Meets Agriculture — The Case Study and Analysis of The Indian Sugarcane Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The overall purpose of our research is to emphasize and motivate the agricultural products and benefit the farmers with the use of blockchain technology.	Naresh Kshetri; Chandra Sekhar Bhusal; Dilip Kumar; Devendra Chapagain;	arxiv-cs.CY	2023-01-19
265	Deep Object Detection of Crop Weeds: Performance of YOLOv7 on A Real Case Dataset from UAV Images IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weeds are a crucial threat to agriculture, and in order to preserve crop productivity, spreading agrochemicals is a common practice with a potential negative impact on the …	I. GALLO et. al.	Remote. Sens.	2023-01-16
266	CL‐HPWSR: Cross‐layer‐based Energy Efficient Cluster Head Selection Using Hybrid Particle Swarm Wild Horse Optimizer and Stable Routing in IoT‐enabled Smart Farming Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the recent days, the Internet of Things (IoT) has assumed a significant role in automized farming applications. The farmers can receive frequent information corresponding to …	Amandeep Kumar; B. S. Dhaliwal; Damanpreet Singh;	Transactions on Emerging Telecommunications Technologies	2023-01-12
267	The Role of Digital Agriculture in Transforming Rural Areas Into Smart Villages Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: From the perspective of any nation, rural areas generally present a comparable set of problems, such as a lack of proper health care, education, living conditions, wages, and …	Mohammad Raziuddin Chowdhury; Md Sakib Ullah Sourav; R. Sulaiman;	ArXiv	2023-01-07
268	Evaluation of Agricultural Policies and Programmes for Sustainable Future Farming Intensification in Nigeria Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nigeria is enthusiastic with strong ambition and immense potential, which has been manifested in various agricultural frameworks and policies. Most of the agricultural frameworks …	Y. J. Amuda;	Int. J. Serv. Sci. Manag. Eng. Technol.	2023-01-06
269	Improved Generalization of A Plant-detection Model for Precision Weed Control Related Papers Related Patents Related Grants Related Venues Related Experts View	T. Ruigrok; E. Henten; G. Kootstra;	Comput. Electron. Agric.	2023-01-01
270	Deep Learning Model for Plant-leaf Disease Detection in Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Chandrabhanu Bajpai Bajpai; Ramnarayan Sahu; K. Naik;	Int. J. Intell. Syst. Technol. Appl.	2023-01-01
271	IoT-Fog-enabled Robotics-based Robust Classification of Hazy and Normal Season Agricultural Images for Weed Detection IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The mechanization of farming is currently the most pressing problem facing humanity and a burgeoning academic field. Over the last decade, there has been an explosion of Internet …	I. Kansal; Vikas Khullar; Jyoti Verma; Renu Popli; Rajeev Kumar;	Paladyn, Journal of Behavioral Robotics	2023-01-01
272	Detection and Classification of Temporal Changes for Citrus Canker Growth Rate Using Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Citrus canker is among the major plant diseases caused by Xanthomonas citri which affects the quality and quantity of citrus fruit. This results in the reduction of citrus …	NAUREEN ZAINAB et. al.	IEEE Access	2023-01-01
273	Multi-Class Classification of Plant Leaf Diseases Using Feature Fusion of Deep Convolutional Neural Network and Local Binary Pattern IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases are one of the primary causes of decreased agricultural production quality and quantity. With ongoing changes in plant structure and cultivation techniques, new …	Khalid M. Hosny; W. M. El-Hady; Farid M. Samy; E. Vrochidou; G. Papakostas;	IEEE Access	2023-01-01
274	On Dual-Mode Driving Control Method for A Novel Unmanned Tractor With High Safety and Reliability Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Due to the non-standardization and complexity of the farmland environment, it is always a huge challenge for tractors to achieve fully autonomy (work at Self-driving mode) all the …	Wei Lu; Jiacheng Li; Huanhuan Qin; Lei Shu; Aiguo Song;	IEEE/CAA Journal of Automatica Sinica	2023-01-01
275	Chaotic Jaya Optimization Algorithm With Computer Vision-Based Soil Type Classification for Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming helps to increase yield by smartly deciding the steps that should be practised in the season. A few components of precision farming are recommending the crops for …	HUSSAIN ALSHAHRANI et. al.	IEEE Access	2023-01-01
276	An SDR-Based Cybersecurity Verification Framework for Smart Agricultural Machines Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agricultural sector increasingly makes use of automated and/or remotely-controlled machines to improve performance and reduce costs. These machines, called Smart Agricultural …	Roberto Caviglia; G. Gaggero; G. Portomauro; Fabio Patrone; Mario Marchese;	IEEE Access	2023-01-01
277	Blockchain-Enabled Authenticated Key Agreement Scheme for Mobile Vehicles-Assisted Precision Agricultural IoT Networks IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision farming has a positive potential in the agricultural industry regarding water conservation, increased productivity, better development of rural areas, and increased …	Anusha Vangala; A. Das; Ankush Mitra; Sajal K. Das; Youngho Park;	IEEE Transactions on Information Forensics and Security	2023-01-01
278	Evaluation of Unmanned Aerial Vehicles for Precision Agriculture Based on Integrated Fuzzy Decision-Making Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The drone, also known as an unmanned aerial vehicle (UAV), offers significant advantages for precision agriculture by reducing the need for conventional farming practices that …	Ali Najm Jasim; L. Chaari; O. Albahri;	IEEE Access	2023-01-01
279	Embedded Plant Disease Recognition Using Deep PlantNet on FPGA-SoC Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: . Technological breakthroughs have ushered in a revolution in a variety of industries, including agriculture, during the last several decades. This has given rise to what is now …	T. Saidani; R. Ghodhbani; Ahmed Alhomoud; Mohamed Ben Ammar;	Comput. Informatics	2023-01-01
280	Multi-Step Preprocessing With UNet Segmentation and Transfer Learning Model for Pepper Bell Leaf Disease Detection IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural production is a cornerstone of national economies, and the prevalence of plant diseases poses a significant threat to crop yields. Timely disease detection is …	AISHA AHMED ALARFAJ et. al.	IEEE Access	2023-01-01
281	Plant Detection and Counting: Enhancing Precision Agriculture in UAV and General Scenes IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant detection and counting play a crucial role in modern agriculture, providing vital references for precision management and resource allocation. This study follows the …	Dunlu Lu; Jianxiong Ye; Yangxu Wang; Zhenghong Yu;	IEEE Access	2023-01-01
282	Digital Twin Application: Making A Virtual Pig House Toward Digital Livestock Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Digital twins, an emerging technology, are widely used in various industries. It builds a virtual space by mirroring a physical space and performs different simulations to solve …	Deuk-young Jeong; Seng-Kyoun Jo; In-bok Lee; Hakjong Shin; Jun-gyu Kim;	IEEE Access	2023-01-01
283	Accelerating Crop Yield: Multisensor Data Fusion and Machine Learning for Agriculture Text Classification IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Sensors are now used by farmers and agronomists to help them improve their operations. They use sensor data transmitted via IoT to remotely monitor their crops. Farmers today …	A. REYANA et. al.	IEEE Access	2023-01-01
284	Dynamic Mode Decomposition and Deep Learning for Postharvest Decay Prediction in Apples Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The damages and diseases that may occur in apples during the storage and cannot be seen visually at early stages is a significant problem in precision agriculture leading to the …	N. Stasenko; Dmitry Shadrin; A. Katrutsa; A. Somov;	IEEE Transactions on Instrumentation and Measurement	2023-01-01
285	Internet of Things Based Weekly Crop Pest Prediction By Using Deep Neural Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) assisted application in agriculture shows tremendous success to improve productivity in agriculture. Agriculture is grappling with issues such as depleted …	R. SALEEM et. al.	IEEE Access	2023-01-01
286	A Developed IoT Platform-Based Data Repository for Smart Farming Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Generally, it is possible to increase agricultural output while decreasing the time required for human oversight by automating routine tasks. In this work, the Internet of things …	D. Aziz; R. Asgarnezhad; M. Mustafa; A. A. Saber; Sameer Alani;	J. Commun.	2023-01-01
287	Machine Learning and Deep Learning for Plant Disease Classification and Detection IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is a rapidly developing field aimed at addressing current concerns about agricultural sustainability. Machine learning is the cutting edge technology …	Vasileios Balafas; Emmanouil Karantoumanis; M. Louta; N. Ploskas;	IEEE Access	2023-01-01
288	Citrus Diseases and Pests Detection Model Based on Self-Attention YOLOV8 IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Effective and timely detection of citrus diseases and pests is crucial for preserving crop health, optimizing agricultural yield, and mitigating economic losses. Although deep …	DEHUAN LUO et. al.	IEEE Access	2023-01-01
289	2D LiDAR-Based System for Canopy Sensing in Smart Spraying Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The efficient application of phytochemical products in agriculture is a complex issue that demands optimised sprayers and variable rate technologies, which rely on advanced …	A. Baltazar; F. Santos; M. L. De Sousa; A. P. Moreira; J. B. Cunha;	IEEE Access	2023-01-01
290	Weed Density Detection Method Based on A High Weed Pressure Dataset and Improved PSP Net Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Large-scale spraying on farmland is one of the most widely used weeding methods. Accurate weed density detection is of great significance for improving pesticide utilization and …	Xia Li; Fangtao Duan; Mengchao Hu; Jia-li Hua; Xiwang Du;	IEEE Access	2023-01-01
291	The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed Manipulation Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Precision Agriculture and especially the application of automated weed intervention represents an increasingly essential research area, as sustainability and efficiency …	Daniel Steininger; A. Trondl; G. Croonen; Julia Simon; Verena Widhalm;	2023 IEEE/CVF Winter Conference on Applications of Computer …	2023-01-01
292	AI-Driven Pheno-Parenting: A Deep Learning Based Plant Phenotyping Trait Analysis Model on A Novel Soilless Farming Dataset Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture 4.0 will be data-driven and utilise modern technology in order to monitor plant life cycles and traits, resulting in better yield. Pheno-parenting, a new concept, …	Anirban Jyoti Hati; R. Singh;	IEEE Access	2023-01-01
293	A Secure and Privacy-Preserving Lightweight Authentication and Key Exchange Algorithm for Smart Agriculture Monitoring System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a vital role in the economic life cycle of an agrarian country and considers the backbone of the economy. It supplies not just raw food materials, but also a …	Samiulla Itoo; Akber Ali Khan; Musheer Ahmad; M. J. Idrisi;	IEEE Access	2023-01-01
294	Anti-Collision Algorithm for Identification in Precision Agriculture Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision Agriculture (PA) techniques employing Internet of Things (IoT) can significantly improve crop yields and enhance productivity. Radio frequency identification (RFID) …	MAJID ALOTAIBI et. al.	IEEE Access	2023-01-01
295	Artificial Intelligence and Internet of Things for Sustainable Farming and Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Technologies like AI and IoT have been employed in farming for some time now, along with other forms of cutting-edge computer science. There has been a shift in recent years …	Ahmad Alzubi; Kalda Galyna;	IEEE Access	2023-01-01
296	A Novel Cluster Analysis-Based Crop Dataset Recommendation Method in Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	K. N. KUMAR et. al.	Comput. Syst. Sci. Eng.	2023-01-01
297	Fuzzy-Based Smart Farming and Consumed Energy Comparison Using The Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Hydroponics is a farming method that makes efficient use of both space and land. Growing plants hydroponically requires consideration of pH, nutrition, water regulation, and light …	.. Waluyo; A. Widura; F. Hadiatna; Delvin Anugerah;	IEEE Access	2023-01-01
298	A Systematic Literature Review on Plant Disease Detection: Motivations, Classification Techniques, Datasets, Challenges, and Future Trends IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant pests and diseases are a significant threat to almost all major types of plants and global food security. Traditional inspection across different plant fields is …	Wasswa Shafik; Ali Tufail; Abdallah Namoun; L. C. De Silva; R. Apong;	IEEE Access	2023-01-01
299	AI4SmallFarms: A Dataset for Crop Field Delineation in Southeast Asian Smallholder Farms Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural field polygons within smallholder farming systems are essential to facilitate the collection of geo-spatial data useful for farmers, managers, and policymakers. …	C. PERSELLO et. al.	IEEE Geoscience and Remote Sensing Letters	2023-01-01
300	Accurate Detection of IoT Sensor Behaviors in Legitimate, Faulty and Compromised Scenarios IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In smart farming sector, Internet of Things (IoT) based smart sensing systems are vulnerable to failure, malfunction, and malicious attacks. Also, sensors are deployed often in an …	KESHAV SOOD et. al.	IEEE Transactions on Dependable and Secure Computing	2023-01-01
301	Artificial Intelligence Technology in The Agricultural Sector: A Systematic Literature Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Due to the increasing global population and the growing demand for food worldwide as well as changes in weather conditions and the availability of water, artificial intelligence …	E. ELBASI et. al.	IEEE Access	2023-01-01
302	Method for Segmentation of Bean Crop and Weeds Based on Improved UperNet Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Bean crop and weed detection is a key component of precision agriculture, which can distinguish between bean crop and weeds. Accurate identification of weeds is essential for …	MINGYANG QI et. al.	IEEE Access	2023-01-01
303	Smart Farming Robot for Detecting Environmental Conditions in A Greenhouse IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural production is on most countries’ national agenda because climate change affects crops, fruits, vegetables, and insect infestation. Therefore, achieving maximum …	P. Rosero-Montalvo; Carlos A. Gordillo-Gordillo; Wilmar Hernández;	IEEE Access	2023-01-01
304	EfficientNetB3-Adaptive Augmented Deep Learning (AADL) for Multi-Class Plant Disease Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases can significantly impact agricultural productivity if not promptly identified and treated. Traditional plant disease classification methods are often challenging …	FAIQA ADNAN et. al.	IEEE Access	2023-01-01
305	An Assessment of Shortest Prioritized Path-Based Bidirectional Wireless Charging Approach Toward Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture sector has witnessed a transformation with the advent of smart sensing devices, leading to improved crop yield and quality. However, the management of data …	Prithvi Krishna Chittoor; Bharatiraja Chokkalingam; Rajesh Verma; L. Mihet-Popa;	IEEE Access	2023-01-01
306	EfficientNetV2 Model for Plant Disease Classification and Pest Recognition Related Papers Related Patents Related Grants Related Venues Related Experts View	R. Devi; V. R. Vijayakumar; P. Sivakumar;	Comput. Syst. Sci. Eng.	2023-01-01
307	Height-Variable Monocular Vision Ranging Technology for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture utilizes a variety of advanced technologies to promote sustainable agriculture and provide solutions for intelligent, automated and unmanned agriculture. …	TIAN GAO et. al.	IEEE Access	2023-01-01
308	Internet of Things and Wireless Sensor Networks for Smart Agriculture Applications: A Survey IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The increasing food scarcity necessitates sustainable agriculture achieved through automation to meet the growing demand. Integrating the Internet of Things (IoT) and Wireless …	Md. Najmul Mowla; Neazmul Mowla; A. F. M. S. Shah; Khaled Rabie; T. Shongwe;	IEEE Access	2023-01-01
309	Agri-4-All: A Framework for Blockchain Based Agricultural Food Supply Chains in The Era of Fourth Industrial Revolution IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Blockchain, smart contracts, and the Internet of Things (IoT) are essential technologies for the business process re-engineering of supply chains in the era of Industry 4.0. The …	Zeeshan Raza; I. Haq; Muhammad Muneeb;	IEEE Access	2023-01-01
310	Coverage Path Planning Optimization of Heterogeneous UAVs Group for Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision farming is one of the ways of transition to the intensive methods of agricultural production. The case of application of unmanned aerial vehicles (UAVs) for solving …	R. MUKHAMEDIEV et. al.	IEEE Access	2023-01-01
311	Estimation of Vegetation Indices With Random Kernel Forests Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Vegetation indexes help perform precision farming because they provide useful information regarding moisture, nutrient content, and crop health. Primary sources of those indexes …	D. Devyatkin;	IEEE Access	2023-01-01
312	FCBTYOLO: A Lightweight and High-Performance Fine Grain Detection Strategy for Rice Pests Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Frequent pest infestations in rice can substantially decrease rice yield, severely hindering agricultural production. Computer vision can assist farmers in timely locating and …	YIYU YANG et. al.	IEEE Access	2023-01-01
313	An In-Depth Assessment of The Drivers Changing China’s Crop Production Using An LMDI Decomposition Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Over the last decades, growing crop production across China has had far-reaching consequences for both the environment and human welfare. One of the emerging questions is “how to …	Yuqiao Long; Wenbin Wu; J. Wellens; G. Colinet; J. Meersmans;	Remote. Sens.	2022-12-19
314	Comparative Analysis of Smart Pesticide Recommendation System Sing ML/AI Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture sector is crucial in meeting societal requirements in a world where there is food insecurity and malnutrition. One of the biggest issues that crops confront is …	K. G. HARSHA et. al.	2022 5th International Conference on Contemporary Computing …	2022-12-14
315	Disease Identification in Papaya Plant and Their Dataset Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Papaya fruit which is known for its medicinal values is full of many nutrients which help human beings in fighting many ailments. The fruit yield is affected by many diseases …	Harjeet Kaur; D. Prashar; Vipul Kumar;	2022 5th International Conference on Contemporary Computing …	2022-12-14
316	A Novel Approach to IoT Based Plant Health Monitoring System in Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The study and practice of recognizing and resolving physiological and biologic processes that prevent plants from reaching their full hereditary potential for applications such as …	M. MUDHOLKAR et. al.	2022 5th International Conference on Contemporary Computing …	2022-12-14
317	AI, IoT and Cloud Computing Based Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The burgeoning population of the world is directly proportional to the quantity of food produced in agricultural fields. Considering the emerging challenges in climatic conditions …	SHAKTIJA SINGH BAGHEL et. al.	2022 5th International Conference on Contemporary Computing …	2022-12-14
318	Smart Agriculture: IoT-based Greenhouse Monitoring System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The term smart agriculture refers to a management concept that is centered on industrial agriculture. It makes use of cutting-edge technologies such as big data, cloud, and the …	A. Simo; S. Dzitac; G. Badea; D. Meianu;	Int. J. Comput. Commun. Control	2022-12-14
319	Transformations in The Ways of Improving from Agriculture 1.0 to 4.0 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming is the need and will consistently be. We human get by on food that is either from plant or from creature. Individuals have developed grounds and breed creatures to acquire …	S. Aggarwal; Amit Verma;	2022 5th International Conference on Contemporary Computing …	2022-12-14
320	Power Use, Cooperative Behavior and Alliance Performance: Evidence from Contract Farming Supply Chains in China Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: PurposeThis study aims to explore the relationship among five types of power (expert, referent, legitimate, reward and coercive power), two dimensions of cooperative behavior …	Shaoling Fu; Guangyao He; Qianwen Wang; Baofeng Huo; Yalan Ding;	Ind. Manag. Data Syst.	2022-12-13
321	Agricultural Pest Detection Based on Improved Yolov5 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural pest detection is an important research direction in image detection. Due to the high similarity between many pests and the extremely similar color of pests and …	Lijun Lou; Junya Liu; Zhen Yang; Xin Zhou; Zhijian Yin;	Proceedings of the 2022 6th International Conference on …	2022-12-09
322	Electro-Magnetic Geophysical Dynamics Under Conservation and Conventional Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the context of global warming, agriculture faces severe challenges such as water scarcity and soil erosion. Key to achieving soil sustainability is the choice of farming …	A. CARRERA et. al.	Remote. Sens.	2022-12-09
323	Time Series Numerical Association Rule Mining Variants in Smart Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, little attention has been paid to the time series numerical association rule mining, which offers a new technique for extracting association rules from time series data. This paper presents a new algorithmic method for time series numerical association rule mining and its application in smart agriculture.	Iztok Fister Jr.; Dušan Fister; Iztok Fister; Vili Podgorelec; Sancho Salcedo-Sanz;	arxiv-cs.NE	2022-12-07
324	Adaptive Sampling and Actuation for POMDPs: Application to Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Given a partially observable Markov decision process (POMDP) with finite state, input and measurement spaces, and costly measurements and control, we consider the problem of when …	D. Antunes; R. Beumer; R. V. D. Molengraft; W. Heemels;	2022 IEEE 61st Conference on Decision and Control (CDC)	2022-12-06
325	A Novel Resource-Constrained Insect Monitoring System Based on Machine Vision with Edge AI Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Effective insect pest monitoring is a vital component of Integrated Pest Management (IPM) strategies. It helps to support crop productivity while minimising the need for plant …	Amin Kargar; Mariusz P. Wilk; Dimitrios Zorbas; Michael T. Gaffney; Brendan Q’Flynn;	2022 IEEE 5th International Conference on Image Processing …	2022-12-05
326	Towards An Approach Integrating Mixed Reality and IoT for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper we propose a mixed reality application for smart agriculture. More precisely, we develop an application that can monitor plant needs in terms of humidity and weather …	Youssef Alj; Adam Dadda; Hamza Fahmani; Y. Tace;	2022 International Conference on Microelectronics (ICM)	2022-12-04
327	Towards Smart Farming: Simulation Framework to Exploit Network Connectivity for End-to-End Data Transmission Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditional agriculture is highly dependent on human participation and experience. Therefore, it is not possible to guarantee crop yield and quality while expanding the production …	Dongyang Huo; Sri Devi Ravana; A. Malik; A. U. Rahman; I. Ahmedy;	2022 14th International Conference on Software, Knowledge, …	2022-12-02
328	Recent Trends in Internet-of-Things-Enabled Sensor Technologies for Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture integrates key information communication technologies with sensing technologies to provide effective and cost-efficient agricultural services. Smart agriculture …	F. Shaikh; Sarang Karim; S. Zeadally; J. Nebhen;	IEEE Internet of Things Journal	2022-12-01
329	Hybrid Leader Based Optimization with Deep Learning Driven Weed Detection on Internet of Things Enabled Smart Agriculture Environment IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	FADWA M. ALROWAIS et. al.	Comput. Electr. Eng.	2022-12-01
330	Artificial Intelligence-enabled Coconut Tree Disease Detection and Classification Model for Smart Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	MOHAMMED MARAY et. al.	Comput. Electr. Eng.	2022-12-01
331	Multimodal Data Collection System for UAV-based Precision Agriculture Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Unmanned Aerial Vehicles (UAVs) consist of emerging technologies that have the potential to be used gradually in various sectors providing a wide range of applications. In …	EMMANUEL K. RAPTIS et. al.	2022 Sixth IEEE International Conference on Robotic …	2022-12-01
332	UAV-based Smart Agriculture: A Review of UAV Sensing and Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: One of the main problems in agriculture is the lack of timely, accurate data. Farmers require real-time farm management that can reduce production costs while increasing …	Salaheddin Moradi; Ayub Bokani; J. Hassan;	2022 32nd International Telecommunication Networks and …	2022-11-30
333	Energy Efficient Firmware Over The Air Update for TinyML Models in LoRaWAN Agricultural Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Current agricultural practices fail to feed everyone correctly while being harmful to the environment and highly sensitive to climate change. Therefore, new and modern agriculture …	Nicolas Chollet; Naila Bouchemal; Amar Ramdane-Cherif;	2022 32nd International Telecommunication Networks and …	2022-11-30
334	Assessing The Perspectives of Ground Penetrating Radar for Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The United Nations 2030 Agenda for Sustainable Development highlighted the importance of adopting sustainable agricultural practices to mitigate the threat posed by climate change …	F. Lombardi; B. Ortuani; A. Facchi; M. Lualdi;	Remote. Sens.	2022-11-30
335	Smart Farming for Detection and Identification of Tomato Plant Diseases Using Light Weight Deep Neural Network IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	N. Aishwarya; N. G. Praveena; S. Priyanka; J. Pramod;	Multimedia Tools and Applications	2022-11-30
336	Smart Plant Monitoring System Using Aquaponics Production Technological with Arduino Development Environment (IDE) and SMS Alert: A Prototype Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Aquaponics is one of the agricultural production technological advancements that should be publicized. Climate change, population expansion, water scarcity, soil degradation, and …	Zahari Bin Abu Bakar; Muhammad Nazreen Muhammad Nor; K. A. Kadiran; M. F. Misnan; Maisarah Noorezam;	Int. J. Interact. Mob. Technol.	2022-11-29
337	Representation Learning with A Variational Autoencoder for Predicting Nitrogen Requirement in Rice Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The scope of this research was to provide rice growers with optimal N-rate recommendations through precision agriculture applications. To achieve this goal, a prediction rice …	M. Iatrou; C. Karydas; Xanthi Tseni; S. Mourelatos;	Remote. Sens.	2022-11-25
338	Industrial Internet of Things (IoT) and 3D Reconstruction Empowered Smart Agriculture System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture is a new agricultural production mode and is considered a potential solution for food supply issues under current limited land space conditions. The application …	ZHENYU MA et. al.	2022 IEEE International Conference on Internet of Things …	2022-11-24
339	Deep Learning Based IoT Module for Smart Farming in Different Environmental Conditions IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	R. Manikandan; G. Ranganathan; V. Bindhu;	Wireless Personal Communications	2022-11-22
340	Design of An Autonomous Agriculture Robot for Real Time Weed Detection Using CNN Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: So, in this paper, the system design of an autonomous agricultural robot which primarily focuses on weed detection is described.	Dhruv Patel; Meet Gandhi; Shankaranarayanan H.; Anand D. Darji;	arxiv-cs.RO	2022-11-22
341	Meta Learning-Based Dynamic Ensemble Model for Crop Selection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural sector is working for optimal crop yield toward securing a sustainable food supply for the world. Fast growth in precision agriculture helps farmers to increase their …	B. Swaminathan; S. Palani; Subramaniyaswamy Vairavasundaram;	Applied Artificial Intelligence	2022-11-18
342	Roadmap to Precision Agriculture Under Circular Economy Constraints Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Today’s smart and sustainable agricultural enterprises are founded on the intercorrelation between Industry 4.0 (I4) technologies and circular economy (CE) fundaments. At the …	Mohammed Yaqot; B. Menezes; T. Al-Ansari;	J. Inf. Knowl. Manag.	2022-11-14
343	Data Acquisition and Monitoring Dashboard for IoT Enabled Aquaponics Facility Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Aquaponics is an emerging field of agriculture that has great potential to ensure food security and sustainability. It presents a closed-loop ecosystem that synergizes fish …	R. Abbasi; P. Martinez; Rafiq Ahmad;	2022 10th International Conference on Control, Mechatronics …	2022-11-09
344	Smart Farming Prediction Models for Precision Agriculture: A Comprehensive Survey IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Dekera Kenneth Kwaghtyo; C. I. Eke;	Artificial Intelligence Review	2022-11-09
345	Cloud-Fog-Edge Computing in Smart Agriculture in The Era of Drones: A Systematic Survey Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the current era of agricultural robotization, it is necessary to use a suitable automated data collection system for a constant plant, animal and machine monitoring. In this …	Sourour Dhifaoui; Chiraz Houaidia; L. Saïdane;	2022 IEEE 11th IFIP International Conference on Performance …	2022-11-08
346	Smart Agricultural Monitoring System: A Practical Design Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the advancements in the fields of Artificial Intelligence (AI) and Internet of Things (IoT) technologies, Smart Agriculture Systems (SAS) have seen considerable research into …	Ebenezer Akansah; Elisha Elikem Kofi Senoo; Israel Mendonça; M. Aritsugi;	Proceedings of the 12th International Conference on the …	2022-11-07
347	Evaluating Digital Tools for Sustainable Agriculture Using Causal Inference Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To this end, we propose an observational causal inference framework for the empirical evaluation of the impact of digital tools on target farm performance indicators.	ILIAS TSOUMAS et. al.	arxiv-cs.LG	2022-11-06
348	The Many Facets of Information in Networked Estimation and Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Networked control systems, where feedback loops are closed over communication networks, arise in several domains, including smart energy grids, autonomous driving, unmanned aerial …	M. Franceschetti; M. J. Khojasteh; M. Win;	Annu. Rev. Control. Robotics Auton. Syst.	2022-11-02
349	Verifying Controllers With Vision-Based Perception Using Safe Approximate Abstractions IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Fully formal verification of perception models is likely to remain challenging in the foreseeable future, and yet these models are being integrated into safety-critical control …	CHIAO HSIEH et. al.	IEEE Transactions on Computer-Aided Design of Integrated …	2022-11-01
350	Pest Control Switching Models with Instantaneous and Non-instantaneous Impulsive Effects Related Papers Related Patents Related Grants Related Venues Related Experts View	Jingna Liu; Q. Qi; Bing Liu; Shujing Gao;	Math. Comput. Simul.	2022-11-01
351	An Efficient and Provably Secure Certificateless Protocol for Industrial Internet of Things IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) has a wide range of applications that influence the life of people expeditiously. In recent years, IoT becomes an emerging technology in a number of …	FARVA RAFIQUE et. al.	IEEE Transactions on Industrial Informatics	2022-11-01
352	CEIFA: A Multi-level Anomaly Detector for Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	Angelita Rettore de Araujo Zanella; E. D. Silva; L. Albini;	Comput. Electron. Agric.	2022-11-01
353	Image-to-Image Translation-Based Data Augmentation for Improving Crop/Weed Classification Models for Precision Agriculture Applications IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Applications of deep-learning models in machine visions for crop/weed identification have remarkably upgraded the authenticity of precise weed management. However, compelling data …	L. G. DIVYANTH et. al.	Algorithms	2022-10-30
354	Low-Cost Thermal Infrared Aided Drone for Dry Patch Detection in An Intelligent Irrigation System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Accurate and precise irrigation is one of the essential factors for intelligent farming to avoid poor irrigation cover. We have created an intelligent irrigation system that …	H. M. JALAJAMONY et. al.	2022 IEEE Sensors	2022-10-30
355	Mixed Reality Interface for Digital Twin of Plant Factory Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: An easier and intuitive interface architecture is necessary for digital twin of plant factory. I suggest an immersive and interactive mixed reality interface for digital twin …	Byunghyun Ban;	ArXiv	2022-10-29
356	The Effectiveness of IoT and Machine Learning in Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Applying the IoT paradigm in agriculture generates an unprecedented amount of data about fields and crops worldwide. With data, machine learning is natural to forecast or estimate …	Brenno Tondato de Faria; G. Tercete; Rodrigo Filev Maia;	2022 Symposium on Internet of Things (SIoT)	2022-10-24
357	A Soybean Seedlings Dataset for Soil Condition and Genotype Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We have witnessed the exponential growth of the number of Deep Learning techniques as well as their technical and theoretical advancements. Nowadays, the researchers’ effort is …	B. Nascimento; Marcos Ribeiro; L. Silva; N. Capobiango; Michel Silva;	2022 35th SIBGRAPI Conference on Graphics, Patterns and …	2022-10-24
358	Potato Leaf Disease Classification Using Image Processing and Artificial Neural Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural production is one of the main sources of income in most countries. Enormous losses will be incurred if agricultural product is disturbed by plant disease. The key to …	AIMAN HAMIZAN TUAN RUSLI et. al.	2022 IEEE 12th International Conference on Control System, …	2022-10-21
359	Agriculture Supply Chain Management Based on Blockchain Architecture and Smart Contracts Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Since the commercialization of agriculture technology, there has been a surge in interest in agricultural data. However, these data are notoriously chaotic, and analysts are …	Adil El Mane; Younes Chihab; Khalid Tatane; Redouan Korchiyne;	Appl. Comput. Intell. Soft Comput.	2022-10-21
360	Transferring Learned Patterns from Ground-based Field Imagery to Predict UAV-based Imagery for Crop and Weed Semantic Segmentation in Precision Crop Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In our paper, we have developed a deep convolutional network that enables to predict both field and aerial images from UAVs for weed segmentation and mapping with only field images provided in the training phase.	JUNFENG GAO et. al.	arxiv-cs.CV	2022-10-20
361	Soil Moisture Sensing with MmWave Radar Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Soil moisture is a significant factor that influences plant productivity and natural resource management. Accurate commercial soil moisture sensors often require manual data …	WENYAO CHEN et. al.	Proceedings of the 6th ACM Workshop on Millimeter-Wave and …	2022-10-17
362	Deep Neural Network Based Interactive Fuzzy Bayesian Search Algorithm for Low‐cost Smart Farming Automation Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: One of the most significant factors that influence the globalized economy is agriculture. In order to address the requirement of increasing populations in terms of food …	Aparna Sivaraj; Valarmathie Palanisamy;	Concurrency and Computation: Practice and Experience	2022-10-17
363	Deep Data Augmentation for Weed Recognition Enhancement: A Diffusion Probabilistic Model and Transfer Learning Based Approach IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present the first work of applying diffusion probabilistic models (also known as diffusion models) to generate high-quality synthetic weed images based on transfer learning.	Dong Chen; Xinda Qi; Yu Zheng; Yuzhen Lu; Zhaojian Li;	arxiv-cs.CV	2022-10-17
364	Spatio-Temporal Data Reduction Technique in WVSN for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, to improve animal well-being in livestock farming applications, a wireless video sensor network (WVSN) can be deployed for surveillance and livestock monitoring to early …	Jana Koteich; Christian Salim; N. Mitton;	2022 18th International Conference on Wireless and Mobile …	2022-10-10
365	UAV Swarms in Smart Agriculture: Experiences and Opportunities IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture benefits from unmanned aerial vehicles (UAV), and in-field sensors to collect data used to make responsible crop management decisions which sustainably increase …	CHENGYI QU et. al.	2022 IEEE 18th International Conference on e-Science …	2022-10-01
366	A User-friendly AIoT-Based Crop Recommendation System (UACR): Concept and Architecture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart Agriculture plays an important role in providing foods and manufacturing products. It covers various food-related applications, from weed and pest identification to crop …	Dalhatu Muhammed; E. Ahvar; S. Ahvar; M. Trocan;	2022 16th International Conference on Signal-Image …	2022-10-01
367	Algorithm and System Development for Robotic Micro-Volume Herbicide Spray Towards Precision Weed Management Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weed competition is one of the most limiting factors affecting crop yield and profitability. Robotic weeding systems have demonstrated their potential to save herbicide usage and …	CHENGSONG HU et. al.	IEEE Robotics and Automation Letters	2022-10-01
368	Data Quality Assessment and Analysis for Pest Identification in Smart Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	JIACHEN YANG et. al.	Comput. Electr. Eng.	2022-10-01
369	Detecting Pest-Infested Forest Damage Through Multispectral Satellite Imagery and Improved UNet++ IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant pests are the primary biological threats to agricultural and forestry production as well as forest ecosystem. Monitoring forest-pest damage via satellite images is crucial …	JINGZONG ZHANG et. al.	Sensors (Basel, Switzerland)	2022-09-30
370	Autonomous Unmanned Ground Vehicle in Precision Agriculture – The VELOS Project Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: One of the dimensions of precision agriculture is the use of intelligent ground or air vehicles for periodic autonomous examination of plants or soil. Although there are published …	Antonios Chatzisavvas; M. Dasygenis; M. Louta;	2022 7th South-East Europe Design Automation, Computer …	2022-09-23
371	IoT-Enabled Pest Identification and Classification with New Meta-Heuristic-Based Deep Learning Framework IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The pest and insect affected crop is an important concern to cause damage to the agricultural sector. While identifying the pest in the crop, the camera placement is not supported …	Atul B. Kathole; K. Vhatkar; Sonali Patil;	Cybernetics and Systems	2022-09-19
372	A Game-Theoretic Approach for Cost-Effective Multicast Routing in The Internet of Things IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) devices have enabled communications in resource-limited computing environments. Sensor nodes from the multiple IoT devices collectively work for many …	Sumit Kumar; A. Goswami; Ruchir Gupta; Satya P. Singh; A. Lay-Ekuakille;	IEEE Internet of Things Journal	2022-09-15
373	EZM-AI: A Yolov5 Machine Vision Inference Approach of The Philippine Corn Leaf Diseases Detection System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Philippines is an agricultural country, and one of the issues in today’s farming environment is the prevalence and exacerbation of diseases caused by fungus, which impact the …	YOLANDA C. AUSTRIA et. al.	2022 IEEE International Conference on Artificial …	2022-09-13
374	IoT-Based Smart Agriculture Monitoring System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A farmer manually collects data from the farming fields in a traditional agriculture system. Sometimes these data may not be accurate, and the collection process is tedious and …	Mushfiq Saleheen; M. S. Islam; R. Fahad; Md J. B. Belal; R. Khan;	2022 IEEE International Conference on Artificial …	2022-09-13
375	An AIoT Framework for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The rapid development of AI and IoT recently resulted in the Artificial Intelligence of Things (AIoT), whose applications in many areas are already boosting enormous business …	Mouad Rahmouni; Majdoulayne Hanifi; Claudio Savaglio; G. Fortino; Mounir Ghogho;	2022 IEEE Intl Conf on Dependable, Autonomic and Secure …	2022-09-12
376	Vertical Farming Perspectives in Support of Precision Agriculture Using Artificial Intelligence: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Vertical farming is a new agricultural system which aims to utilize the limited access to land, especially in big cities. Vertical agriculture is the answer to meet the challenges …	R. Siregar; K. Seminar; S. Wahjuni; E. Santosa;	Comput.	2022-09-08
377	Crop Monitoring Using Sentinel-2 and UAV Multispectral Imagery: A Comparison Case Study in Northeastern Germany IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Monitoring within-field crop variability at fine spatial and temporal resolution can assist farmers in making reliable decisions during their agricultural management; however, it …	Minhui Li; R. Shamshiri; Cornelia Weltzien; M. Schirrmann;	Remote. Sens.	2022-09-05
378	Evaluating Brazilian Agriculturalists’ IoT Smart Agriculture Adoption Barriers: Understanding Stakeholder Salience Prior to Launching An Innovation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The study sought to: (1) evaluate agriculturalists’ characteristics as adopters of IoT smart agriculture technologies, (2) evaluate traits fostering innovation adoption, (3) …	Robert Strong; J. Wynn; J. Lindner; K. Palmer;	Sensors (Basel, Switzerland)	2022-09-01
379	Reliability Provisioning for Fog Nodes in Smart Farming IoT-Fog-Cloud Continuum Related Papers Related Patents Related Grants Related Venues Related Experts View	Ana Isabel Montoya-Munoz; Rodrigo A. C. da Silva; O. Rendón; N. Fonseca;	Comput. Electron. Agric.	2022-09-01
380	Deep Ensemble Mobile Application for Recommendation of Fertilizer Based on Nutrient Deficiency in Rice Plants Using Transfer Learning Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: India is an agricultural country, and farming is the most common occupation among Indians. Rice is a vital crop in the agricultural industry. Productivity has been declining for …	M. Sobhana; Raga Sindhuja Vallabhaneni; Tejaswi Vasireddy; Durgesh Polavarpu;	Int. J. Interact. Mob. Technol.	2022-08-31
381	Climate‐smart Agriculture Using Intelligent Techniques, Blockchain and Internet of Things: Concepts, Challenges, and Opportunities IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) is an important technology that provides efficient and dependable solutions in a variety of domains, such as smart agriculture and climatic change. It …	RANIA A. AHMED et. al.	Transactions on Emerging Telecommunications Technologies	2022-08-26
382	Blockchain-Based Cloud-Enabled Security Monitoring Using Internet of Things in Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) has rapidly progressed in recent years and immensely influenced many industries in how they operate. Consequently, IoT technology has improved …	Rajasekhar Chaganti; V. Varadarajan; Venkata Subbarao Gorantla; T. Gadekallu; Vinayakumar Ravi;	Future Internet	2022-08-24
383	Controlled Multi-modal Image Generation for Plant Growth Modeling Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Predicting plant development is an important task in precision farming and an essential metric for decision-making by researchers and farmers. In this work, we propose a novel …	Miro Miranda; L. Drees; R. Roscher;	2022 26th International Conference on Pattern Recognition …	2022-08-21
384	Autonomous Vision-Based Navigation and Control for Intra-Row Weeding Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: For agriculture to become more sustainable, new practices and new cropping systems are needed to limit inputs such as fertilisers and phytosanitary products. This paper exposes an …	Jorge E. Avilés-Mejia; Daniel Soto; J. Stéphant; O. Labbani-Igbida;	2022 IEEE 18th International Conference on Automation …	2022-08-20
385	An Efficient Plant Disease Recognition System Using Hybrid Convolutional Neural Networks (CNNs) and Conditional Random Fields (CRFs) for Smart IoT Applications in Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Nermeen Gamal Rezk; A. Attia; Mohamed A. El-Rashidy; A. El-Sayed; E. E. Hemdan;	International Journal of Computational Intelligence Systems	2022-08-16
386	An IoT Low-Cost Smart Farming for Enhancing Irrigation Efficiency of Smallholders Farmers IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Amine Dahane; R. Benameur; Bouabdellah Kechar;	Wirel. Pers. Commun.	2022-08-11
387	Further Advances in Models and Methods for Digital Twins of Plants Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays precision farming techniques uses modern machinery and numerous information technologies such as geolocation and autonomation, IoT, remote sensing. Some of them are …	P. SKOBELEV et. al.	2022 International Conference on INnovations in Intelligent …	2022-08-08
388	Old MacDonald Had A Smart Farm: Building A Testbed to Study Cybersecurity in Smart Dairy Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the advent of modern smart farming and agritech technology, farms are increasingly becoming an example of a cyber-physical system (CPS). For example, a modern dairy farm will …	Sharad Agarwal; A. Rashid; Joseph Gardiner;	Proceedings of the 15th Workshop on Cyber Security …	2022-08-08
389	Autonomous Agriculture Robot for Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This project aims to develop and demonstrate a ground robot with intelligence capable of conducting semi-autonomous farm operations for different low-heights vegetable crops referred as Agriculture Application Robot(AAR).	Vinay Ummadi; Aravind Gundlapalle; Althaf Shaik; Shaik Mohammad Rafi B;	arxiv-cs.RO	2022-08-02
390	Iterative Probabilistic Performance Prediction for Multiple IoT Applications in Contention Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) has become omnipresent in many applications, such as healthcare, vehicles, and precision farming. They sense data from dozens of sensors scheduled …	A. Kocian; S. Chessa;	IEEE Internet of Things Journal	2022-08-01
391	Overview of Closed-Loop Control Systems and Artificial Intelligence Utilization in Greenhouse Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The increased demand for agricultural land and the more frequent occurrence of extreme weather conditions lead to increased greenhouses usage in agriculture. Greenhouses offer an …	Dominik Walczuch; Tim Nitzsche; Tim Seidel; Julius Schöning;	2022 IEEE International Conference on Omni-layer …	2022-08-01
392	Towards Lightweight Deep Neural Network for Smart Agriculture on Embedded Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the pillar industry for human survival. However, various diseases threaten the health of crops and lead to a decrease in yield. Industry 4.0 is making strides in …	Pengwei Du; T. Polonelli; M. Magno; Zhiyuan Cheng;	2022 IEEE Sensors Applications Symposium (SAS)	2022-08-01
393	An Optimal Multi-UAV Deployment Model for UAV-assisted Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes a multi UAV-BS deployment model for smart farming, formulated as a Multi-Criteria Decision Making (MCDM) method to find the optimal number of UAV-BSs to monitor animals’ behavior.	Shavbo Salehi; Jahan Hassan; Ayub Bokani;	arxiv-cs.NI	2022-07-28
394	An Overview of Precision Weed Mapping and Management Based on Remote Sensing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision Agriculture face the challenge of feeding an increasing population, maximizing yield while optimizing inputs […] …	D. Andújar; Jorge Martínez-Guanter;	Remote. Sens.	2022-07-28
395	Mushroom-YOLO: A Deep Learning Algorithm for Mushroom Growth Recognition Based on Improved YOLOv5 in Agriculture 4.0 IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In agriculture 4.0, internet of things is pushing the boundary of smart agricultural applications to assist farmers from production to sale of crops. Mushroom is one of the most …	YIFAN WANG et. al.	2022 IEEE 20th International Conference on Industrial …	2022-07-25
396	Evaluation of Simulated AVIRIS-NG Imagery Using A Spectral Reconstruction Method for The Retrieval of Leaf Chlorophyll Content Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The leaf chlorophyll content (LCC) is a vital parameter that indicates plant production, stress, and nutrient availability. It is critically needed for precision farming. There …	BHAGYASHREE VERMA et. al.	Remote. Sens.	2022-07-25
397	Deep Learning Based Overcomplete Representations for Paddy Rice Crop and Weed Segmentation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weed detection and removal is an essential task for a better crop yield as they compete for resources along with crops. Manual weed control methods are time-consuming and …	G. U. Sai; Tejasri Nampally; Ajay Kumar; P. Rajalakshmi;	IGARSS 2022 – 2022 IEEE International Geoscience and Remote …	2022-07-17
398	Development of An Approach for Early Weed Detection with UAV Imagery Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Curating a precise decision-based classifier algorithm to automate target detection based on feature extraction(s) in UAV imagery can assist in various scientific and practical …	Vyomika Singh; Dharmendra Singh;	IGARSS 2022 – 2022 IEEE International Geoscience and Remote …	2022-07-17
399	Explainable Vision Transformer Enabled Convolutional Neural Network for Plant Disease Identification: PlantXViT IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, a Vision Transformer enabled Convolutional Neural Network model called PlantXViT is proposed for plant disease identification.	Poornima Singh Thakur; Pritee Khanna; Tanuja Sheorey; Aparajita Ojha;	arxiv-cs.CV	2022-07-16
400	Responsible Robotics Design–A Systems Approach to Developing Design Guides for Robotics in Pasture-grazed Dairy Farming IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Application of robotics and automation in pasture-grazed agriculture is in an emergent phase. Technology developers face significant challenges due to aspects such as the complex …	C. Eastwood; B. D. Rue; J. Edwards; J. Jago;	Frontiers in Robotics and AI	2022-07-15
401	Development and Testing of A Smart Bin Toward Automated Rearing of Black Soldier Fly Larvae Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces a proof-of-concept automated method of rearing BSF larvae to ensure optimal growing conditions while at the same time reducing manual labor.	Kevin Urrutia Avila; Merrick Campbell; Kerry Mauck; Marco Gebiola; Konstantinos Karydis;	arxiv-cs.RO	2022-07-09
402	The Power of Transfer Learning in Agricultural Applications: AgriNet Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose AgriNet dataset, a collection of 160k agricultural images from more than 19 geographical locations, several images captioning devices, and more than 423 classes of plant species and diseases.	Zahraa Al Sahili; Mariette Awad;	arxiv-cs.CV	2022-07-08
403	Deep Learning Approach for Classifying Trusses and Runners of Strawberries Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes the use of Deep Learning for the classification of trusses and runners of strawberry plants using semantic segmentation and dataset augmentation.	Jakub Pomykala; Francisco de Lemos; Isibor Kennedy Ihianle; David Ada Adama; Pedro Machado;	arxiv-cs.CV	2022-07-06
404	Design of Obstacle Detection Method for Autonomous Driving in Agricultural Environments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the rapid development of the internet of things and information and communication technology, several studies into autonomous agricultural vehicles, such as self-driving …	Sung-Woo Byun; D. Noh; Hea-Min Lee;	2022 Thirteenth International Conference on Ubiquitous and …	2022-07-05
405	TinyML Smart Sensor for Energy Saving in Internet of Things Precision Agriculture Platform IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture researchers bring numerous tools and prospects to the farm ecosystem to improve its productivity and, mainly, its sustainability. Artificial Intelligence (AI) is …	Nicolas Chollet; Naila Bouchemal; A. Ramdane-Cherif;	2022 Thirteenth International Conference on Ubiquitous and …	2022-07-05
406	Wearable Inertial Sensor-Based Limb Lameness Detection and Pose Estimation for Horses Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Accurate objective, automated limb lameness detection and pose estimation play an important role for animal well-being and precision livestock farming. We present a wearable …	TARIK YIGIT et. al.	IEEE Transactions on Automation Science and Engineering	2022-07-01
407	Simulating Polyculture Farming to Learn Automation Policies for Plant Diversity and Precision Irrigation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Polyculture farming, where multiple crop species are grown simultaneously, has potential to reduce pesticide and water usage while improving the utilization of soil nutrients. …	YAHAV AVIGAL et. al.	IEEE Transactions on Automation Science and Engineering	2022-07-01
408	Modeling Realistic 3D Agricultural Vegetations Using A Photometric-based Approach and Its Application to Weed Detection Related Papers Related Patents Related Grants Related Venues Related Experts View	Chengsong Hu; J. Thomasson; C. Reberg-Horton; S. Mirsky; M. Bagavathiannan;	Comput. Electron. Agric.	2022-07-01
409	Wireless Actuator Node for Greenhouse Microclimate Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture has one of the most important roles in society because it provides the food source for the population. Many agricultural activities can be highly enhanced by using …	D. Sacaleanu; S. Rosu; M. Matache; Irina Petra Manciu; L. Perisoara;	2022 14th International Conference on Electronics, …	2022-06-30
410	Note: Plant Leaf Disease Network (PLeaD-Net): Identifying Plant Leaf Diseases Through Leveraging Limited-Resource Deep Convolutional Neural Network IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the fundamental source of revenue and Gross Domestic Product (GDP) in many countries where economically developing countries; especially the Global South are no …	J. Mondal; M. Islam; Sarah Zabeen; A. Islam; Jannatun Noor;	ACM SIGCAS/SIGCHI Conference on Computing and Sustainable …	2022-06-29
411	Automated Detection of Maize Leaf Diseases in Agricultural Cyber-Physical Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural cyber-physical systems (ACPS) are an ever-increasing sector that affects the quality and quantity of agricultural products as the population increases rapidly. Maize, …	Anil Verma; B. Bhowmik;	2022 30th Mediterranean Conference on Control and …	2022-06-28
412	Finite-Time Distributed Protocol for Tracking The Upper (Lower) Bound For A Set of Time-Varying Reference Signals Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper we address the problem of distributively tracking the upper or lower bound of n time-varying signals in finite-time. In detail, each agent has access to a …	M. Lippi; Antonio Furchì; A. Marino; A. Gasparri;	2022 30th Mediterranean Conference on Control and …	2022-06-28
413	Learning Space-Time Crop Yield Patterns with Zigzag Persistence-Based LSTM: Toward More Reliable Digital Agriculture Insurance Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: More than US$ 27 billion is estimated to have been paid-out in farm support in USA alone since 1991 in response to climate change impacts on agriculture, with costs likely …	Tian Jiang; Mengqiu Huang; I. Segovia-Dominguez; N. Newlands; Y. Gel;	AAAI Conference on Artificial Intelligence	2022-06-28
414	An Adaptive Image Segmentation Method with Automatic Selection of Optimal Scale for Extracting Cropland Parcels in Smallholder Farming Systems IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Reliable cropland parcel data are vital for agricultural monitoring, yield estimation, and agricultural intensification assessments. However, the inherently high landscape …	ZHIWEN CAI et. al.	Remote. Sens.	2022-06-26
415	Dependable Workflow Management System for Smart Farms Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart Farming is a new and emerging domain representing the application of modern technologies into agriculture, leading to a revolution of this classic domain. CLUeFARM is a web …	CATALIN NEGRU et. al.	Connection Science	2022-06-22
416	Convolution Neural Networks Backbone Model for Citrus Leaf Disease Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In agriculture, Leaf disease inferred that the plant lacks elements, gets infected, or even the environment is not suitable and needs special treatment. Specific knowledge and …	Saran Khotsathian; Taninnuch Lamjiak; S. Donnua; Jumpol Polvichai;	2022 19th International Joint Conference on Computer …	2022-06-22
417	LDD: A Dataset for Grape Diseases Object Detection and Instance Segmentation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Instance Segmentation task, an extension of the well-known Object Detection task, is of great help in many areas, such as precision agriculture: being able to automatically …	Leonardo Rossi; Marco Valenti; Sara Elisabetta Legler; Andrea Prati;	arxiv-cs.CV	2022-06-21
418	Plantosphere: Next Generation Adaptive and Smart Agriculture System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Around 75% of the population in India is engaged in agriculture and farming. The sustainability of every economy is based on agriculture. It has a major influence on financial …	A. VERMA et. al.	J. Sensors	2022-06-13
419	Experimental Evaluation of Visual-Inertial Odometry Systems for Arable Farming Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, they were not properly assessed in agricultural fields. In this work we assess the most relevant state-of-the-art VIO systems in terms of accuracy and processing time on arable lands in order to better understand how they behave on these environments.	Javier Cremona; Román Comelli; Taihú Pire;	arxiv-cs.RO	2022-06-10
420	Experimental Evaluation of Visual‐Inertial Odometry Systems for Arable Farming IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The farming industry constantly seeks the automation of different processes involved in agricultural production, such as sowing, harvesting and weed control. The use of mobile …	Javier Cremona; Rom’an Comelli; Taihú Pire;	Journal of Field Robotics	2022-06-10
421	A Cloud Computing Web-based Application for Smart Farming Based on Microservices Architecture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture sector is envisioning a revolution of traditional farming supported by Information and Communications Technologies (ICT) and Cloud Computing is one of them. This …	VASILEIOS MOYSIADIS et. al.	2022 11th International Conference on Modern Circuits and …	2022-06-08
422	Internet of Things (IoT) Based Smart Agriculture Aiming to Achieve Sustainable Goals Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Despite the fact, a handful of scholars have endorsed the Internet of Things (IoT) as an effective transformative tool for shifting traditional farming to smart farming, …	Dewan Md. Nur Anjum Ashir; Md. Taimur Ahad Manosh Talukder; Tahsinur Rahman;	ArXiv	2022-06-07
423	Deployment of A LoRa-based Network and Web Monitoring Application for A Smart Farm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The integration of Industry 4.0 technologies in agriculture will reduce the increasing challenges of agricultural process around the globe. The real-time farm management with high …	Mohamed Saban; O. Aghzout; A. R. Muñoz;	2022 IEEE International Workshop on Metrology for Industry …	2022-06-07
424	Fiber Optic Plant Wearable Sensors for Growth and Microclimate Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Changes in climate and the growth of population are posing a challenge in plant agricultural industries. Recent technological advances offer new tools for meeting the rising …	D. PRESTI et. al.	2022 IEEE International Workshop on Metrology for Industry …	2022-06-07
425	Detection of Aquatic Alligator Weed (Alternanthera Philoxeroides) from Aerial Imagery Using Random Forest Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Alligator weed (Alternanthera philoxeroides (Mart.) Griseb) forms dense infestations in aquatic environments and is the focus of intensive management programs in many …	K. Sheffield; D. Clements; Darryl J. Clune; A. Constantine; T. Dugdale;	Remote. Sens.	2022-06-02
426	Approximating CNN Computation for Plant Disease Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Enabling smart technologies in agriculture has led to the improvement of crop productivity. In India, agriculture is a primary occupation, and 70% of the population is dependent …	Anakhi Hazarika; Pranav Sistla; Vineet Venkatesh; Nikumani Choudhury;	2022 IEEE 46th Annual Computers, Software, and Applications …	2022-06-01
427	Smart Farming Technology Review: Keynote Address Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart Farming is a concept of farming management using modern technology to increase the quantity and quality of agricultural products, which is a new trend in Agriculture …	Hyun Yeo;	2022 IEEE/ACIS 20th International Conference on Software …	2022-05-25
428	Device for Measuring The Plant Physiology and Electrophysiology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: —This paper brieﬂy describes the device – the phy- tosensor – for measuring physiological and electrophysiological parameters of plants. This system is developed as a bio- …	S. Kernbach;	ArXiv	2022-05-24
429	Automatic Crop Disease Recognition By Improved Abnormality Segmentation Along with Heuristic-based Concatenated Deep Learning Model IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases detection based on machine learning and computer vision can produce a significant effect on the quality and production of crops. Any changes that occur in crop …	N. A. Farooqui; A. Mishra; Ritika Mehra;	Intell. Decis. Technol.	2022-05-20
430	Deep Neural Network for Multi‐class Classification of Medicinal Plant Leaves IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases are a critical issue in the farming industry, and early identification is essential for plant monitoring. The leaves of plants represent the majority of disease …	Vaibhav Tiwari; R. Joshi; M. Dutta;	Expert Systems	2022-05-16
431	Potential of Ultra-High-Resolution UAV Images with Centimeter GNSS Positioning for Plant Scale Crop Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To implement agricultural practices that are more respectful of the environment, precision agriculture methods for monitoring crop heterogeneity are becoming more and more …	J. Gilliot; D. Hadjar; J. Michelin;	Remote. Sens.	2022-05-16
432	Leaf Disease Classification in Smart Agriculture Using Deep Neural Network Architecture and IoT IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	K. RAMANA et. al.	J. Circuits Syst. Comput.	2022-05-11
433	Towards A Cybersecurity Testbed for Agricultural Vehicles and Environments Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Hence, this paper presents STAVE – a Security Testbed for Agricultural Vehicles and Environments – as a potential solution to assist with the identification of cybersecurity vulnerabilities within commercially available off-the-shelf components used in certain agricultural systems.	Mark Freyhof; George Grispos; Santosh Pitla; Cody Stolle;	arxiv-cs.CY	2022-05-11
434	A New Classification Method for Drone-Based Crops in Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: During the past decades, smart farming became one of the most important revolutions in the agriculture industry. Smart farming makes use of different communication technologies …	B. Al-Rami; K. Alheeti; Waleed Aldosari; Saeed Matar Alshahrani; Shahad Mahdi Al-Abrez;	Int. J. Interact. Mob. Technol.	2022-05-10
435	Hybrid Machine Learning Approach for Evapotranspiration Estimation of Fruit Tree in Agricultural Cyber–Physical Systems IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The flourish of the Internet of Things (IoT) and data-driven techniques provide new ideas for enhancing agricultural production, where evapotranspiration estimation is a crucial …	TIANTENG WANG et. al.	IEEE Transactions on Cybernetics	2022-05-04
436	Model-Based Power Management for Smart Farming Wireless Sensor Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A model-based strategy for an efficient power supply control used in a wireless sensor network is presented. The strategy, based on Pulse-Skipping Modulation, regulates the …	F. CORTI et. al.	IEEE Transactions on Circuits and Systems I: Regular Papers	2022-05-01
437	Deep Learning-based Precision Agriculture Through Weed Recognition in Sugar Beet Fields IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Amin Nasiri; M. Omid; Amin Taheri-Garavand; A. Jafari;	Sustain. Comput. Informatics Syst.	2022-05-01
438	PLDD—A Deep Learning-Based Plant Leaf Disease Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases have a detrimental effect on the health of food production in agriculture. As a consequence, it significantly decreases the quality, quantity, and productivity of …	R. Lakshmi; N. Savarimuthu;	IEEE Consumer Electronics Magazine	2022-05-01
439	Smart Farming: Implementation of Industry 4.0 in The Agricultural Sector Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is a center that touches human life as well as other sectors in all countries. With the development of information technology, the agricultural sector also faces …	V. U. Tjhin; Regina Eka Riantini;	Proceedings of the 6th International Conference on …	2022-04-27
440	Networking Architectures and Protocols for Multi-Robot Systems in Agriculture 4.0 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture 4.0 is an important area of research that is evolving very quickly due to the considerable advances in many technologies. Multi-robot systems (MRS) constitute one the …	Imad Jawhar; N. Mohamed; Nader Kesserwan; J. Al-Jaroodi;	2022 IEEE International Systems Conference (SysCon)	2022-04-25
441	Towards Data-Driven Precision Agriculture Using Open Data and Open Source Software Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper addresses the potential of applying publicly available information sources to improve crop production, with emphasis on yield optimization.	Jacob Høxbroe Jeppesen; Rune Hylsberg Jacobsen; Rasmus Nyholm Jørgensen; Thomas Skjødeberg Toftegaard;	arxiv-cs.NI	2022-04-12
442	Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper presents an overview of the evolution of GAN architectures followed by a systematic review of their application to agriculture (https://github.com/Derekabc/GANs-Agriculture), involving various vision tasks for plant health, weeds, fruits, aquaculture, animal farming, plant phenotyping as well as postharvest detection of fruit defects.	Ebenezer Olaniyi; Dong Chen; Yuzhen Lu; Yanbo Huang;	arxiv-cs.CV	2022-04-10
443	Image Recognition Method of Agricultural Pests Based on Multisensor Image Fusion Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the rise and development of precision agriculture and smart agriculture concepts, traditional agricultural pest detection and identification methods have become increasingly …	Xianfeng Zeng; Changjiang Huang; Liuchun Zhan;	Adv. Multim.	2022-04-08
444	A Dilated Segmentation Network with The Morphological Correction Method in Farming Area Image Series IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming areas are made up of diverse land use types, such as arable lands, grasslands, woodlands, water bodies, and other surrounding agricultural architectures. They possess …	Xiuchun Lin; Shiyun Wa; Yan Zhang; Qin Ma;	Remote. Sens.	2022-04-07
445	Self-supervised Learning — A Way to Minimize Time and Effort for Precision Agriculture? Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Machine learning, satellites or local sensors are key factors for a sustainable and resource-saving optimisation of agriculture and proved its values for the management of …	Michael L. Marszalek; Bertrand Le Saux; Pierre-Philippe Mathieu; Artur Nowakowski; Daniel Springer;	arxiv-cs.LG	2022-04-05
446	Self-supervised Learning – A Way to Minimize Time and Effort for Precision Agriculture? Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Abstract. Machine learning, satellites or local sensors are key factors for a sustainable and resource-saving optimisation of agriculture and proved its values for the management …	Michael Marszalek; B. L. Saux; P. Mathieu; A. Nowakowski; Daniel Springer;	ArXiv	2022-04-05
447	Target-Barrier Coverage Improvement in An Insecticidal Lamps Internet of UAVs Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Insecticidal lamps Internet of things (ILs-IoTs) has attracted considerable attention for its applications in pest control to achieve green agriculture. However, ILs-IoTs cannot …	PENGJU SI et. al.	IEEE Transactions on Vehicular Technology	2022-04-01
448	FARMIT: Continuous Assessment of Crop Quality Using Machine Learning and Deep Learning Techniques for IoT-based Smart Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Á. GÓMEZ et. al.	Cluster Computing	2022-03-31
449	Soil Quality Monitoring System Using Low-Powered Wireless Sensor Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The advancement of new technologies has provided solutions to various problems our lives. In the Philippines, farming has been a way of living, and farmers tend to do traditional …	Laurence Alec M. Burce; Dionis A. Padilla; John Lawrence M. Nagayo;	2022 14th International Conference on Computer and …	2022-03-25
450	Detection of Southern Beech Heavy Flowering Using Sentinel-2 Imagery Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The southern beech (genus Fuscospora and Lophozonia) forest in New Zealand periodically has “mast” years, during which very large volumes of seeds are produced. This excessive …	B. Jolly; J. Dymond; J. Shepherd; T. Greene; Jan Schindler;	Remote. Sens.	2022-03-24
451	Plant Viral Disease Detection: From Molecular Diagnosis to Optical Sensing Technology – A Multidisciplinary Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant viral diseases result in productivity and economic losses to agriculture, necessitating accurate detection for effective control. Lab-based molecular testing is the gold …	Ye Wang; B. Ostendorf; D. Gautam; N. Habili; V. Pagay;	Remote. Sens.	2022-03-23
452	GSA-based Support Vector Neural Network: A Machine Learning Approach for Crop Prediction to Provision Sustainable Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: PurposeAutomated crop prediction is needed for the following reasons: First, agricultural yields were decided by a farmer’s ability to work in a certain field and with a …	A. Ashwitha; C. Latha;	Int. J. Intell. Comput. Cybern.	2022-03-21
453	A Proposed Satellite-Based Crop Insurance System for Smallholder Maize Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop farming in Sub-Saharan Africa is constantly confronted by extreme weather events. Researchers have been striving to develop different tools that can be used to reduce the …	Wonga Masiza; G. Chirima; H. Hamandawana; A. M. Kalumba; H. B. Magagula;	Remote. Sens.	2022-03-21
454	Coordinated Pose Control of Mobile Manipulation with An Unstable Bikebot Platform Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a coordinated pose control of mobile manipulation with the stationary bikebot.	Feng Han; Alborz Jelvani; Jingang Yi; Tao Liu;	arxiv-cs.RO	2022-03-18
455	Ensemble of The Deep Convolutional Network for Multiclass of Plant Disease Classification Using Leaf Images Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases are a major threat to agricultural production. Reduced yield due to plant diseases can lead to immeasurable economic losses. Therefore, the detection and …	Bo Li; Jinhong Tang; Yuejing Zhang; Xin Xie;	Int. J. Pattern Recognit. Artif. Intell.	2022-03-14
456	Design of An IoT-based Smart Farming System: IoT-based Smart Farming System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming is a very vital sector for any developing country like Bangladesh. Therefore, smartly operating the farm is essential nowadays to get maximum productivity from the farm. …	MD. NURSARI HASAN SHEHAM et. al.	Proceedings of the 2nd International Conference on …	2022-03-10
457	Communication Layer Security in Smart Farming: A Survey on Wireless Technologies Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Human population growth has driven rising demand for food that has, in turn, imposed huge impacts on the environment. In an effort to reconcile our need to produce more sustenance …	H. ROUZBAHANI et. al.	ArXiv	2022-03-04
458	Long-Range Low-Power Soil Water Content Monitoring System for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: World population growth and desertification are increasing the food demand. Food production must increase to ensure food security in the following years. Smart agriculture tries …	MATTIA BAREZZI et. al.	2022 IEEE 13th Latin America Symposium on Circuits and …	2022-03-01
459	Render-in-the-loop Aerial Robotics Simulator: Case Study on Yield Estimation in Indoor Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To showcase the capabilities of the simulator pipeline we propose a case study that focuses on indoor robotic farming.	Antun Ivanovic; Marsela Polic; Jelena Tabak; Matko Orsag;	arxiv-cs.RO	2022-03-01
460	Re-Inventing The Food Supply Chain with IoT: A Data-Driven Solution to Reduce Food Loss IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The global food supply chain needs to evolve to meet a 50 percent increase in food demand by 2050. While food production grows every year, according to a report by the Food and …	VAISHNAVI RANGANATHAN et. al.	IEEE Internet of Things Magazine	2022-03-01
461	Augmented Reality In-Field Observation Creation and Visualization in Underperforming Areas Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To precisely diagnose and address farming issues that led to crop yield underperformance, agronomists need to conduct field trips at the targeted underperforming areas and record …	Mengya Zheng; Nestor Velasco Bermeo; A. Campbell;	2022 IEEE Conference on Virtual Reality and 3D User …	2022-03-01
462	The Internet of Drones in Precision Agriculture: Challenges, Solutions, and Research Opportunities Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Drones (IoD) is an emerging paradigm generated over the Internet of Things (IoT) framework, where things are replaced with drones. IoD facilitates inter-drone …	Chitranjan Singh; Rahul Mishra; Hari Prabhat Gupta; Preti Kumari;	IEEE Internet of Things Magazine	2022-03-01
463	Production and Green Technology Investment Strategy for Contract-farming Supply Chain Under Yield Insurance Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We consider a contract-farming supply chain with multiple farmers and an agro-dealer, where farmers are risk-averse and they invest in green technologies. To hedge the risk of …	Ligang Shi; Tao Pang; Hongjun Peng;	Journal of the Operational Research Society	2022-02-26
464	LoRa Based Intelligent Soil and Weather Condition Monitoring with Internet of Things for Precision Agriculture in Smart Cities IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	D. Singh; R. Sobti; Anuj.S Jain; P. Malik; Dac-Nhuong Le;	IET Commun.	2022-02-16
465	IoT-Enabled IEEE 802.15.4 WSN Monitoring Infrastructure-Driven Fuzzy-Logic-Based Crop Pest Prediction IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture, as the future of farming technology, addresses challenges faced by farmers by data mining of information collected through IoT-enabled crop monitoring …	Rashmi Priya Sharma; D. Ramesh; Pankaj Pal; S. Tripathi; C. Kumar;	IEEE Internet of Things Journal	2022-02-15
466	An Adaptive Neuro-fuzzy Inference System to Monitor and Manage The Soil Quality to Improve Sustainable Farming in Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	S. Remya;	Soft Computing	2022-02-12
467	Integration of Dilated Convolution with Residual Dense Block Network and Multi‐level Feature Detection Network for Cassava Plant Leaf Disease Identification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, many countries prolonged their research in the field of agricultural farming for yielding more quantity food products with good quality. Agricultural farming is …	C. R. Dhivyaa; Nithya Kandasamy; Sudhakar Rajendran;	Concurrency and Computation: Practice and Experience	2022-02-04
468	Futuristic IoT Based Smart Precision Agriculture: Brief Analysis Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is considered as the backbone of any nation across the globe. With the advent of modern technologies, smart tools and techniques are used in the agriculture/farming to …	Iwin Thanakumar Joseph Swamidason; Shanthini Pandiyarajan; Karunakaran Velswamy; P. Jancy;	J. Mobile Multimedia	2022-02-04
469	Prediction of Brinjal Plant Disease Using Support Vector Machine and Convolutional Neural Network Algorithm Based on Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant pathogens prediction is the prerequisite for timely and productive control of plant pathogens within complicated environments. However, the white mold is a complicated …	Venkataramana Attada; K. Kumar; N. Suganthi; R. Rajeswari;	J. Mobile Multimedia	2022-02-04
470	A Review of The Challenges of Using Deep Learning Algorithms to Support Decision-Making in Agricultural Activities IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep Learning has been successfully applied to image recognition, speech recognition, and natural language processing in recent years. Therefore, there has been an incentive to …	KHADIJEH ALIBABAEI et. al.	Remote. Sens.	2022-01-28
471	LoRaWAN Security Issues and Mitigation Options By The Example of Agricultural IoT Scenarios IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) is a major trend that is seen as a great opportunity to improve efficiency in many domains, including agriculture. This technology could transform the …	Franz Kuntke; V. Romanenko; Sebastian Linsner; Enno Steinbrink; Christian Reuter;	Transactions on Emerging Telecommunications Technologies	2022-01-27
472	Chatbot Application to Support Smart Agriculture in Thailand Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A chatbot is a software developed to help reply to text or voice conversations automatically and quickly in real time. In the agriculture sector, the existing smart agriculture …	Paweena Suebsombut; P. Sureephong; A. Sekhari; S. Chernbumroong; A. Bouras;	2022 Joint International Conference on Digital Arts, Media …	2022-01-26
473	An IoT-Based Cloud Solution for Intelligent Integrated Rice-Fish Farming Using Wireless Sensor Networks and Sensing Meteorological Parameters Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) based automated farming processes and integrated rice-fish farming field monitoring can reduce wastage by allowing more efficient water management, water …	Md Ashif Uddin; Uzzwal Kumar Dey; Shamama Ahmed Tonima; Toriqul Islam Tusher;	2022 IEEE 12th Annual Computing and Communication Workshop …	2022-01-26
474	STRIDE-based Cyber Security Threat Modeling for IoT-enabled Precision Agriculture Systems IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This presentation systematically presented them and advised general mitigation suggestions to support cyber security in precision agriculture.	Md. Rashid Al Asif; Khondokar Fida Hasan; Md Zahidul Islam; Rahamatullah Khondoker;	arxiv-cs.CR	2022-01-24
475	AIoT Platform Design Based on Front and Rear End Separation Architecture for Smart Agricultural Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the development of informatization, intelligence and precision of modern agriculture, i.e. there is a need for the integration of artificial intelligence (AI) with Internet …	Hangen Li; Sufang Li; Jiguo Yu; Yubing Han; Anming Dong;	Proceedings of the 2022 4th Asia Pacific Information …	2022-01-14
476	Everything You Wanted to Know About Smart Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this survey paper the authors present the applications, technological trends, available datasets, networking options, and challenges in smart agriculture.	ALAKANANDA MITRA et. al.	arxiv-cs.CY	2022-01-12
477	A Modular Agricultural Robotic System (MARS) for Precision Farming: Concept and Implementation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Increasing global population, climate change, and shortage of labor pose significant challenges for meeting the global food and fiber demand, and agricultural robots offer a …	R. Xu; Changying Li;	Journal of Field Robotics	2022-01-10
478	Weed and Crop Detection By Combining Crop Row Detection and K-means Clustering in Weed Infested Agricultural Fields Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop and weed detection is an essential technique for the automation of spot spraying and mechanical weeding. Previous studies developed crop and weed detection methods by using …	Kumpei Ota; Junichi Kasahara; A. Yamashita; H. Asama;	2022 IEEE/SICE International Symposium on System …	2022-01-09
479	A Performance-Optimized Deep Learning-Based Plant Disease Detection Approach for Horticultural Crops of New Zealand IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep learning-based plant disease detection has gained significant attention from the scientific community. However, various aspects of real horticultural conditions have not yet …	Muhammad Hammad Saleem; J. Potgieter; K. Arif;	IEEE Access	2022-01-01
480	Deep Learning-Based Tomato’s Ripe and Unripe Classification System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Effective productivity estimates of fresh produced crops are very essential for efficient farming, commercial planning, and logistical support. In the past ten years, machine …	Prasenjit Das; Jay Kant Pratap Singh Yadav; Laxman Singh;	Int. J. Softw. Innov.	2022-01-01
481	Crop Prediction Based on Characteristics of The Agricultural Environment Using Various Feature Selection Techniques and Classifiers IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is a growing field of research. In particular, crop prediction in agriculture is critical and is chiefly contingent upon soil and environment conditions, including …	S. Raja; B. Sawicka; Z. Stamenkovic; G. Mariammal;	IEEE Access	2022-01-01
482	Hybrid CNN Model for Classification of Rumex Obtusifolius in Grassland IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Rumex obtusifolius Linnaeus (R. obtu. L.) is one of the vital broad-leaved weeds in grassland that needs removal. It affects dairy products and reduces their quality. Hand-removal …	AHMED HUSHAM AL-BADRI et. al.	IEEE Access	2022-01-01
483	A WSN-Based Insect Monitoring and Pest Control System Through Behavior Analysis Using Artificial Neural Network Related Papers Related Patents Related Grants Related Venues Related Experts View	P. Dadheech; Ankit Kumar; Vijander Singh; R. Poonia; Linesh Raja;	International Journal of Social Ecology and Sustainable …	2022-01-01
484	Wireless Communications for Internet of Farming: An Early 5G Measurement Study IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Data-driven agriculture and Internet of Farming (IoF) require reliable communication systems. Nowadays, only some of the key use cases demanded by the agricultural industry …	S. B. DAMSGAARD et. al.	IEEE Access	2022-01-01
485	Darkening Low-Earth Orbit Satellite Constellations: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The proliferation of low-earth orbit (LEO) satellites and the LEO satellite internet will be a game-changer for the low-latency high-speed global internet. While this new …	A. LALBAKHSH et. al.	IEEE Access	2022-01-01
486	The Role of Smart Farming in Sustainable Development IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper intends to explore the development of agriculture into smart farming and how smart farming can contribute to the sustainable development goals. The paper focuses on how …	S. Musa; K. H. Basir; Edna Luah;	Int. J. Asian Bus. Inf. Manag.	2022-01-01
487	Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insects IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Pest insect monitoring and control is crucial to ensure a safe and profitable crop growth in all plantation types, as well as guarantee food quality and limited use of pesticides. …	Luca Girolamo Butera; Alberto Ferrante; Mauro Jermini; Mauro Prevostini; Cesare Alippi;	IEEE/CAA Journal of Automatica Sinica	2022-01-01
488	IoT-Equipped and AI-Enabled Next Generation Smart Agriculture: A Critical Review, Current Challenges and Future Trends IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture techniques have recently seen widespread interest by farmers. This is driven by several factors, which include the widespread availability of …	S. Qazi; B. A. Khawaja; Q. Farooq;	IEEE Access	2022-01-01
489	Renewable Energy Integration Into Cloud & IoT-Based Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Water is becoming scarcer. The unmonitored control and the extensive use of fossil fuel in water-table pumping for irrigation exacerbate global warming and harm the environment. …	Et-Taibi Bouali; M. Abid; El-mahjoub Boufounas; Tareq Abu Hamed; D. Benhaddou;	IEEE Access	2022-01-01
490	Object-Based Attention Mechanism for Color Calibration of UAV Remote Sensing Images in Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Color calibration is a critical step for unmanned aerial vehicle (UAV) remote sensing, especially in precision agriculture, which relies mainly on correlating color changes to …	HUASHENG HUANG et. al.	IEEE Transactions on Geoscience and Remote Sensing	2022-01-01
491	Private Blockchain-envisioned Drones-assisted Authentication Scheme in IoT-enabled Agricultural Environment IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Basudeb Bera; Anusha Vangala; Ashok Kumar Das; Pascal Lorenz; Muhammad Khurram Khan;	Computer Standards & Interfaces	2022-01-01
492	Learning Aided System for Agriculture Monitoring Designed Using Image Processing and IoT-CNN IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) and artificial intelligence (AI) based methods for monitoring, control, and decision support are combined to design of a smart agriculture assistance …	K. K. Sarma; K. Das; V. Mishra; Samadrita Bhuiya; D. Kaplun;	IEEE Access	2022-01-01
493	A Drone Technology Implementation Approach to Conventional Paddy Fields Application Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper proposes an approach to implementing modern technology farming, namely agricultural drones, to help farmers enhance crop spraying efficiency, with a case study on …	S. Panjaitan; Y. Dewi; Muhammad I. Hendri; R. A. Wicaksono; Hendro Priyatman;	IEEE Access	2022-01-01
494	An Efficient Approach for Crops Pests Recognition and Classification Based on Novel DeepPestNet Deep Learning Model IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop pests are to blame for significant economic, social, and environmental losses worldwide. Various pests have different control strategies, and precisely identifying pests has …	NAEEM ULLAH et. al.	IEEE Access	2022-01-01
495	A Survey of Routing Protocols for WSNs in Smart Farming Applications Related Papers Related Patents Related Grants Related Venues Related Experts View	Karim Fathallah; Mohamed Amine Abid; N. Hadj-Alouane;	International Workshop on Distributed Computing for …	2022-01-01
496	Design and Implementation of A Low-cost IoT Node for Data Processing, Case Study: Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The majority of IoT nodes work within specific scenarios and can be configured in different ways. This paper seeks to design and implement a low-cost Internet of Things node for …	Merihan E. Amr; Amr A. Al-Awamry; M. A. Elmenyawi; Adly S. Tag Eldien;	J. Commun.	2022-01-01
497	IoT Based Smart Greenhouse Framework and Control Strategies for Sustainable Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, the Internet of Things (IoT) has become one of the most familiar names creating a benchmark and scaling new heights. IoT an indeed future of the communication …	M. Farooq; Rizwan Javid; Shamyla Riaz; Zabihullah Atal;	IEEE Access	2022-01-01
498	A Survey on The Role of IoT in Agriculture for The Implementation of Smart Livestock Environment IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) is an emerging paradigm that is transforming real-world things (objects) into smarter devices. IoT is applicable to a variety of application domains …	M. Farooq; Osama Sohail; A. Abid; Saim Rasheed;	IEEE Access	2022-01-01
499	An Integrated LoRa-Based IoT Platform Serving Smart Farming and Agro-Logistics Related Papers Related Patents Related Grants Related Venues Related Experts View	Nikos Tsotsolas; Faidon Komisopoulos; Philip Papadopoulos; Eleni Koutsouraki;		2022-01-01
500	Soil Water Content Estimation With The Presence of Vegetation Using Ultra Wideband Radar-Drone Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Radar–drone system is potentially implemented as a method for collecting the soil water content of a large area. Vegetation that may covers the soil surface affects the detection …	A. A. PRAMUDITA et. al.	IEEE Access	2022-01-01
501	Internet of Things (IoT) and Machine Learning Model of Plant Disease Prediction–Blister Blight for Tea Plant IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop plant diseases are a significant threat to productivity and sustainable development in agriculture. Early prediction of disease attacks is useful for the effective control of …	ZHIYAN LIU et. al.	IEEE Access	2022-01-01
502	Computer Vision System for Identifying on Farming Weed Species Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the world, agriculture has been developed by combining new technologies for aid production and profitability while keeping environmental and social responsibility. The sector …	Bruno M. Moreno; P. E. Cruvinel;	2022 IEEE 16th International Conference on Semantic …	2022-01-01
503	Crop Disease Recognition Based on Modified Light-Weight CNN With Attention Mechanism IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agricultural production is greatly affected by various plant diseases. Classifying the severity of crop diseases is the requirement for formulating disease prevention and …	Yang Liu; Guoqin Gao; Zhenhui Zhang;	IEEE Access	2022-01-01
504	Artificial Intelligence Best Practices in Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture, with the aid of artificial intelligence (AI), is playing a pivotal role to ensure agriculture sustainability. AI techniques are employed in soil and irrigation …	F. Shaikh; M. Memon; N. A. Mahoto; S. Zeadally; J. Nebhen;	IEEE Micro	2022-01-01
505	Chapter Ten – A Smart Framework Through The Internet of Things and Machine Learning for Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	V. Venkatesh; P. Raj; R. Anushiadevi;	Adv. Comput.	2022-01-01
506	Design and Performance Evaluation of A Novel Variable Rate Multi-Crop Seed Metering Unit for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Seed planters with the conventional ground wheel and chain-gear driven seed metering units suffer from several limitations, such as the inability to plant seeds at variable rates, …	KAMRAN SHAH et. al.	IEEE Access	2022-01-01
507	A Systematic Literature Review of Machine Learning Techniques Deployed in Agriculture: A Case Study of Banana Crop IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural productivity is the asset on which the world’s economy thoroughly relies. This is one of the major causes that disease identification in fruits and plants occupies a …	A. Singh; Priyanka Sahu; A. Chug; Dinesh Singh;	IEEE Access	2022-01-01
508	IoT-enabled Edge Computing Model for Smart Irrigation System IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is a breakthrough in digital farming technology, which facilitates the application of precise and exact amount of input level of water and fertilizer to the …	S. Premkumar; A. Sigappi;	Journal of Intelligent Systems	2022-01-01
509	A Deep Learning Model Compression and Ensemble Approach for Weed Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Site-specific weed management is an important practice in precision agriculture. Current advances in artificial intelligence have resulted in the use of large deep convolutional …	Martinson Q. Ofori; O. El-Gayar; Austin F. O’Brien; C. Noteboom;	Hawaii International Conference on System Sciences	2022-01-01
510	A Comprehensive Review on Artificial Intelligence/Machine Learning Algorithms for Empowering The Future IoT Toward 6G Era IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The evolution of the wireless network systems over decades has been providing new services to the users with the help of innovative network and device technologies. In recent …	M. R. Mahmood; M. Matin; P. Sarigiannidis; S. Goudos;	IEEE Access	2022-01-01
511	Smart Farming Architectures Based on IoT Review: Comparative Study Related Papers Related Patents Related Grants Related Venues Related Experts View	Benlahsiniya Maroua; Ait Abdelouahid Rachida; Marzak Abdelaziz;	FNC/MobiSPC/SEIT	2022-01-01
512	Organizational Aspects of Digitalization in The Context of Agriculture: Exemplary Results from Analyzing Data Flows in German Dairy Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	Anne-Kathrin Schwab; J. Halberstadt; Andrii Besieda; Martin Kraft; A. Ortland;	CENTERIS/ProjMAN/HCist	2022-01-01
513	A Virtual Soil Moisture Sensor for Smart Farming Using Deep Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision farming technologies refer to a set of cutting-edge tools and strategies implemented to optimize the management of the plantation. Smart meter devices, Internet of …	G. PATRIZI et. al.	IEEE Transactions on Instrumentation and Measurement	2022-01-01
514	Sustainable Smart Aquaponics Farming Using IoT and Data Analytics Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditional agriculture is facing numerous serious issues such as climate variation, population rise, water scarcity, soil degradation, and food security and many more. Though, …	B. Paul; Shubham Agnihotri; B. Kavya; Prachi Tripathi; C. Babu;	J. Inf. Technol. Res.	2022-01-01
515	Multi-Class Plant Leaf Disease Detection Using A Deep Convolutional Neural Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditional machine learning methods of plant leaf disease detection lack successful performances due to poor feature representation and correlation. This paper presents a novel …	S. Jadhav; Anisha M. Lal;	Int. J. Inf. Syst. Model. Des.	2022-01-01
516	A Robust Internet of Things-based Aquarium Control System Using Decision Tree Regression Algorithm IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The development of the Internet of Things (IoT) has shown significant contributions to many application areas, such as smart cities, smart homes, and smart farming, including …	M. Abdurohman; Aji Gautama Putrada; M. M. Deris;	IEEE Access	2022-01-01
517	Corn Leaf Disease Detection with Pertinent Feature Selection Model Using Machine Learning Technique with Efficient Spot Tagging Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop diseases constitute a substantial threat to food safety but, due to the lack of a critical basis, their rapid identification in many parts of the world is challenging. The …	D. A. Noola; Dayananda Rangapura Basavaraju;	Rev. d’Intelligence Artif.	2021-12-28
518	Deep-CNN Based Robotic Multi-Class Under-Canopy Weed Control in Precision Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Based on \textit{AIWeeds} and the pipeline, we present a baseline for classification performance using five benchmark CNN models.	Yayun Du; Guofeng Zhang; Darren Tsang; M. Khalid Jawed;	arxiv-cs.CV	2021-12-27
519	An Ontological Knowledge Representation for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to provide the agricultural industry with the infrastructure it needs to take advantage of advanced technology, such as big data, the cloud, and the internet of things …	B. P. Bhuyan; R. Tomar; Maanak Gupta; A. Ramdane-Cherif;	2021 IEEE International Conference on Big Data (Big Data)	2021-12-15
520	Weed Recognition Using Deep Learning Techniques on Class-imbalanced Imagery IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we have investigated five state-of-the-art deep neural networks, namely VGG16, ResNet-50, Inception-V3, Inception-ResNet-v2 and MobileNetV2, and evaluated their performance for weed recognition.	A S M Mahmudul Hasan; Ferdous Sohel; Dean Diepeveen; Hamid Laga; Michael G. K. Jones;	arxiv-cs.CV	2021-12-14
521	Insect Detection and Identification Using YOLO Algorithms on Soybean Crop IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the current time, Indian agriculture is lagging in the use of advanced technological solutions in tackling various farming-related issues such as crop health, weed problems, …	Shani Verma; S. Tripathi; Anurag Singh; Muneendra Ojha; R. Saxena;	TENCON 2021 – 2021 IEEE Region 10 Conference (TENCON)	2021-12-07
522	A Framework for Tasks Allocation and Scheduling in Precision Agriculture Settings Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper proposes an allocation and scheduling framework to assign to robotics platforms and human operators the farming operations required by the decision-support system being …	Matteo Santilli; R. Carpio; A. Gasparri;	2021 20th International Conference on Advanced Robotics …	2021-12-06
523	A Low-cost Robot with Autonomous Recharge and Navigation for Weed Control in Fields with Narrow Row Spacing IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents the first fully autonomous robot for weed management for row crops capable of computer vision based navigation, weed detection, complete field coverage, and automatic recharge for under \$400.	YAYUN DU et. al.	arxiv-cs.RO	2021-12-03
524	Crop Recommendation System Using KNN and Random Forest Considering Indian Data Set Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture plays crucial role in the growth of the country’s economy. In comparison to other countries, India has the highest production rate in agriculture. Agriculture when …	T. K. Mishra; S. Mishra; Kanaparthi Jeevan Sai; Bachu Sai Alekhya; Athukuri Rama Nishith;	2021 19th OITS International Conference on Information …	2021-12-01
525	Secure Trust Model Based on Blockchain for Internet of Things Enable Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Blockchain technology has a lot of potentials to solve non-financial applications though it is derived from peer-to-peer financial transactions. In the last decade, both from …	Bhabendu Kumar Mohanta; Sangay Chedup; M. Dehury;	2021 19th OITS International Conference on Information …	2021-12-01
526	A Privacy Preserving Anomaly Detection Framework for Cooperative Smart Farming Ecosystem Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture sector has seen growing applications of AI and data intensive systems. Typically, individual farm owners join together to form agricultural cooperatives to share …	Sai Sree Laya Chukkapalli; P. Ranade; Sudip Mittal; A. Joshi;	2021 Third IEEE International Conference on Trust, Privacy …	2021-12-01
527	Modeling Multi-Layer Access Control Policies of A Hyperledger-Fabric-Based Agriculture Supply Chain Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Transparency and immutability properties of blockchains enhance traceability and trust in supply chains. However, supply chain participants resist storing most data on blockchains …	H. Bandara; Shiping Chen; M. Staples; Yilin Sai;	2021 Third IEEE International Conference on Trust, Privacy …	2021-12-01
528	An Intelligent Plant Dissease Detection System for Smart Hydroponic Using Convolutional Neural Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recently, researchers proposed automation of hydroponic systems to improve efficiency and minimize manpower requirements. Thus increasing profit and farm produce. However, a fully …	Aminu Musa; Mohamed Hamada; F. Aliyu; Mohammed Hassan;	2021 IEEE 14th International Symposium on Embedded …	2021-12-01
529	A Non-Invasive Millimetre-Wave Radar Sensor for Automated Behavioural Tracking in Precision Farming—Application to Sheep Husbandry Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The automated quantification of the behaviour of freely moving animals is increasingly needed in applied ethology. State-of-the-art approaches often require tags to identify …	A. DORE et. al.	Sensors (Basel, Switzerland)	2021-12-01
530	Towards Smart Farming: Fog-enabled Intelligent Irrigation System Using Deep Neural Networks IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	MATHEUS G. CORDEIRO et. al.	Future Gener. Comput. Syst.	2021-12-01
531	Cucumber Disease Recognition Using Machine Learning and Transfer Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Cucumber is grown, as a cash crop besides it is one of the main and popular vegetables in Bangladesh. As Bangladesh’s economy is largely dependent on the agricultural sector, …	Md. Jueal Mia; Syeda Khadizatul Maria; Shahrun Siddique Taki; A. Biswas;	Bulletin of Electrical Engineering and Informatics	2021-12-01
532	Pest-YOLO: Deep Image Mining and Multi-Feature Fusion for Real-Time Agriculture Pest Detection IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The frequent outbreaks of agriculture pests have caused heavy losses in crop production. And the small size and high similarity of agricultural pests bring challenges to the …	Zhe Tang; Zhengyun Chen; Fang Qi; Lingyan Zhang; Shuhong Chen;	2021 IEEE International Conference on Data Mining (ICDM)	2021-12-01
533	Cognitive Factors That Affect The Adoption of Autonomous Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper focusses specifically on cognitive factors that affect adoption including: inability to generate trust, loss of farming knowledge and reduced social cognition.	S. K. Devitt;	arxiv-cs.HC	2021-11-28
534	A Review of DV-Hop Localization Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, the wireless sensor network has become a fundamental research area in smart farm and smart irrigation applications. In smart farming applications, the sensors can …	Halima Ghribi; Fakhreddine Khelifa; A. Jemai; M. Salah;	2021 31st International Telecommunication Networks and …	2021-11-24
535	An IoT and Blockchain‐based Approach for The Smart Water Management System in Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture in rural areas facing critical issues such as irrigation with the increase in water crises followed by some other issues line seed quality, poor fertilizers and many …	Hui Zeng; Gaurav Dhiman; Ashutosh Sharma; A. Sharma; A. Tselykh;	Expert Systems	2021-11-24
536	A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we advocate instead for a hybrid approach based on sparse coding principles that retain the interpretability of classical techniques encoding domain knowledge with handcrafted image priors, while allowing to train model parameters end-to-end without massive amounts of data.	Theo Bodrito; Alexandre Zouaoui; Jocelyn Chanussot; Julien Mairal;	nips	2021-11-20
537	Online Coverage Planning for An Autonomous Weed Mowing Robot with Curvature Constraints IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present the design of Cowbot, an autonomous weed mowing robot for pastures.	Parikshit Maini; Burak M. Gonultas; Volkan Isler;	arxiv-cs.RO	2021-11-19
538	Internet of Things‐based Deeply Proficient Monitoring and Protection System for Crop Field IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The production rate of crops is significantly declining due to natural disasters, animal interventions and plant diseases. Internet of things (IoT) and wireless sensor networks …	A. JERWIN PRABU et. al.	Expert Systems	2021-11-18
539	Simulation of Precision Feeding Systems for Swine Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision livestock farming has become an inevitable trend for agricultural industry in the world. In that field, precision feeding is widely acknowledged because of its potential …	L. Pham; H. Nguyen-Ba; Hoai Son Nguyen; Huy-Ham Le;	2021 13th International Conference on Knowledge and Systems …	2021-11-10
540	A System for Efficient Path Planning and Target Assignment for Robotic Swarms in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With a growing world population, the demand for food grows accordingly, putting agricultural production under continuous pressure for more productivity. However, traditional …	Jochem Postmes; N. Botteghi; B. Sirmaçek; A. Kamilaris;	Proceedings of the 11th International Conference on the …	2021-11-08
541	IoT-Agro: A Smart Farming System to Colombian Coffee Farms IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jhonn Pablo Rodríguez; Ana Isabel Montoya-Munoz; Carlos Rodriguez-Pabon; Javier Hoyos; J. Corrales;	Comput. Electron. Agric.	2021-11-01
542	IoT-based Plant Health Analysis Using Optical Sensors in Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To support the current population growth, modern agriculture must increase food production while reducing the use of water and other resources required for crop cultivation. …	Hamid Bagha; Ali Yavari; Dimitrios Georgakopoulos;	2021 Digital Image Computing: Techniques and Applications …	2021-11-01
543	SUBLμME: Secure Blockchain As A Service and Microservices-based Framework for IoT Environments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: IoT applications have extended new concepts to smart technologies in different vital sectors such as healthcare, education, agriculture, energy management and control, etc. IoT …	D. Hasan; Maha Driss;	2021 IEEE/ACS 18th International Conference on Computer …	2021-11-01
544	Blockchain-Based Smart Contracts to Provide Crop Insurance for Smallholder Farmers in Developing Countries IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural insurance can help smallholder farmers in developing countries deal with risks that are too large for them to manage on their own. Thus, significant welfare gains can …	N. Kshetri; N. Kshetri;	IT Professional	2021-11-01
545	A Combined IoT-Enabled SensorDB and Spatial Query Framework for Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming is an emerging concept that appeared in the context of agriculture 4.0. It aims at providing the agricultural industry with the infrastructure to leverage advanced …	Karim Fathallah; Mohamed Amine Abid; N. Hadj-Alouane;	2021 IEEE/ACS 18th International Conference on Computer …	2021-11-01
546	Design of A Novel Biosensor Implant for Farmed Atlantic Salmon (Salmo Salar) Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Accessing the welfare status of animals in salmon farming is a challenge due to the large production scale and limited diversity of technologies available to quantify individuals’ …	E. Svendsen; M. Føre; L. Randeberg; J. A. Alfredsen;	2021 IEEE Sensors	2021-10-31
547	A Fast Accurate Fine-grain Object Detection Model Based on YOLOv4 Deep Neural Network IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a high-performance real-time fine-grain object detection framework that addresses several obstacles in plant disease detection that hinder the performance of traditional methods, such as, dense distribution, irregular morphology, multi-scale object classes, textural similarity, etc.	Arunabha M. Roy; Rikhi Bose; Jayabrata Bhaduri;	arxiv-cs.CV	2021-10-30
548	Autoencoder-based Anomaly Detection in Smart Farming Ecosystem IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose an anomaly detection model for Smart Farming using an unsupervised Autoencoder machine learning model.	Mary Adkisson; Jeffrey C Kimmel; Maanak Gupta; Mahmoud Abdelsalam;	arxiv-cs.CR	2021-10-29
549	A Review of Data Governance Challenges in Smart Farming and Potential Solutions Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The expectation on the agricultural system is constantly growing to be more productive with less labor, less water and less arable land. To achieve this goal, the use of digital …	Adesola Anidu; Rozita Dara;	2021 IEEE International Symposium on Technology and Society …	2021-10-28
550	Fruit-CNN: An Efficient Deep Learning-based Fruit Classification and Quality Assessment for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Diseases of fruits and assessment of their quality are one of the key challenges in the farming sector and their automated recognition is very critical to save time and avoid …	Arnav Kumar; R. Joshi; M. Dutta; M. Jonák; Radim Burget;	2021 13th International Congress on Ultra Modern …	2021-10-25
551	MERLIN: Smart Framework for Agriculture in India Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is most important economic base of India. Unavailability of proper resources are creating issues and making agriculture a difficult field to work on. Proper …	Arunima Sharma;	2021 International Conference on Information and …	2021-10-20
552	Understanding IoT Climate Data Based Predictive Model for Outdoor Smart Farm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) solutions adopted by various time-sensitive application domains consist of fine-grained sensors to predict actionable knowledge more accurately. This …	Juyoung Park; Aekyung Moon; Eunryung Lee; Seunghan Kim;	2021 International Conference on Information and …	2021-10-20
553	A New Low-Cost LoRaWAN Power Switch for Smart Farm Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This article proposes a new low-cost LoRaWAN Power Switch system for intelligent agricultural applications with the aim of reducing labor costs and improving water consumption in …	Jocines D. F. Silveira; A. F. D. S. Veloso; J. V. D. R. Júnior; A. C. B. Soares; R. Rabêlo;	2021 IEEE International Conference on Systems, Man, and …	2021-10-17
554	Research of Image Recognition of Plant Diseases and Pests Based on Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep learning has attracted more and more attention in speech recognition, visual recognition and other fields. In the field of image processing, using deep learning method can …	W. Feng; Huang Xue Hua;	Int. J. Cogn. Informatics Nat. Intell.	2021-10-01
555	A Low-cost Smart Farming Prototype with Internet of Things (IoT) Technologies and Edge Computing Devices Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Issues such as the increase food demand, the decrease of arable land and scarcity of water resources push for efficient and effective agriculture operations. In such directions, …	G. Fortino; Fabrizio Gabriele; Claudio Savaglio;	2021 IEEE Intl Conf on Dependable, Autonomic and Secure …	2021-10-01
556	Keeping Data at The Edge of Smart Irrigation Networks: A Case Study in Strawberry Greenhouses IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we follow a three-step methodological approach in order to design, implement and validate a solution for smart strawberry irrigation in greenhouses, while keeping the corresponding data at the edge of the network: (i) We develop a small-scale smart irrigation prototype solution with off-the-shelf hardware and software equipment, which we test and evaluate on different kinds of plants in order to gain useful insights for larger scale deployments, (ii) we introduce a reference network architecture, specifically targeting smart irrigation and edge data distribution for strawberry greenhouses, and (iii) adopting the proposed reference architecture, we implement a full-scale system in an actual strawberry greenhouse environment in Greece, and we compare its performance against that of conventional strawberries irrigation.	Constantinos Marios Angelopoulos; Gabriel Filios; Sotiris Nikoletseas; Theofanis P. Raptis;	arxiv-cs.NI	2021-09-23
557	Beyond MAP: Towards Practical Object Detection for Weed Spraying in Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The evolution of smaller and more powerful GPUs over the last 2 decades has vastly increased the opportunity to apply robust deep learning-based machine vision approaches to …	A. Gomez; Madeleine Darbyshire; Junfeng Gao; E. Sklar; Simon Parsons;	2022 IEEE/RSJ International Conference on Intelligent …	2021-09-22
558	Towards Practical Object Detection for Weed Spraying in Precision Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces three metrics that highlight different aspects relevant for real-world deployment of precision weeding and demonstrates their utility through experimental results.	Adrian Salazar-Gomez; Madeleine Darbyshire; Junfeng Gao; Elizabeth I Sklar; Simon Parsons;	arxiv-cs.CV	2021-09-22
559	Detection of Multiple Crop Diseases Using Image Processing Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crops can be considered as a heart of the agricultural field but sometimes various diseases arise on the plant that creates predicament as it leads to the losses in the …	Akanksha Soni; J. K. Soni; S. Hota;	2021 IEEE High Performance Extreme Computing Conference …	2021-09-20
560	Small-Scale Farmers’ Awareness of E-Agriculture: A Pathway for Livelihood Development in Mkuranga, Tanzania Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: True agricultural development heavily relies on the promptness and relevance of the information accessed by small-scale farmers. In this regard, the application of e- Agriculture …	Ezra Misaki;	2021 IEEE AFRICON	2021-09-13
561	Transformer Neural Network for Weed and Crop Classification of High Resolution UAV Images IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Monitoring crops and weeds is a major challenge in agriculture and food production today. Weeds compete directly with crops for moisture, nutrients, and sunlight. They therefore …	Reenul Reedha; Eric Dericquebourg; R. Canals; A. Hafiane;	Remote. Sens.	2021-09-06
562	Vision Transformers For Weeds and Crops Classification Of High Resolution UAV Images IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we adopt the self-attention mechanism via the ViT models for plant classification of weeds and crops: red beet, off-type beet (green leaves), parsley and spinach.	Reenul Reedha; Eric Dericquebourg; Raphael Canals; Adel Hafiane;	arxiv-cs.CV	2021-09-06
563	An N-Tier Fog Architecture for Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Current smart farming solutions are either local or cloud-based. The first approach limits the types and scale of available data processing services. In the second approach, the …	Gabriele Penzotti; S. Caselli; M. Amoretti;	2021 IEEE Symposium on Computers and Communications (ISCC)	2021-09-05
564	Readiness of The South African Agricultural Sector to Implement IoT Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Therefore, this research aims to explore the readiness of the agricultural sector of South Africa for a wide implementation of IoT.	In’aam Soeker; Shallen Lusinga; Wallace Chigona;	arxiv-cs.CY	2021-08-23
565	Smart Irrigation System for Precision Agriculture—The AREThOU5A IoT Platform IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture 4.0, as the future of farming technology, includes several key enabling technologies towards sustainable agriculture. The use of state-of-the-art technologies, such as …	A. BOURSIANIS et. al.	IEEE Sensors Journal	2021-08-15
566	Citrus Fruits Diseases Detection and Classification Using Transfer Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Diseases in plants have a devastating effect on food protection and may significantly reduce the worth and amount of farming products. In extreme circumstances, plant illnesses …	A. Saini; Roheet Bhatnagar; Devesh Kumar Srivastava;	Proceedings of the International Conference on Data …	2021-08-09
567	Selective Privacy in IoT Smart-farms for Battery-powered Device Longevity Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a payload security model to maintain the standards of TLS whilst removing obstacles associated with constrained devices and IoT network protocols.	Steph Rudd; Hamish Cunningham;	arxiv-cs.CR	2021-08-05
568	Position Control and Variable-Height Trajectory Tracking of A Soft Pneumatic Legged Robot Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper we capitalize upon recent developments on soft pneumatic legged robots to introduce a closed-loop trajectory tracking control scheme for operation over flat ground.	Zhichao Liu; Konstantinos Karydis;	arxiv-cs.RO	2021-08-03
569	Identify Apple Leaf Diseases Using Deep Learning Algorithm Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To address this problem, we apply CNNs to plant disease recognition by building a classification model.	Daping Zhang; Hongyu Yang; Jiayu Cao;	arxiv-cs.CV	2021-07-27
570	An Efficient Insect Pest Classification Using Multiple Convolutional Neural Network Based Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present different convolutional neural network-based models in this work, including attention, feature pyramid, and fine-grained models.	Hieu T. Ung; Huy Q. Ung; Binh T. Nguyen;	arxiv-cs.CV	2021-07-26
571	A Portable Agricultural Robot for Continuous Apparent Soil ElectricalConductivity Measurements to Improve Irrigation Practices Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces a roboticized means to autonomously perform geospatial ECa measurements and map soil moisture content in micro-irrigated orchard systems.	Merrick Campbell; Keran Ye; Elia Scudiero; Konstantinos Karydis;	arxiv-cs.RO	2021-07-19
572	Assessment and Selection of Smart Agriculture Solutions Using An Information Error‐based Pythagorean Fuzzy Cloud Algorithm IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture can enhance agricultural production efficiency, improve the ecological environment, and realize the sustainable development of agriculture. Many countries and …	Zaoli Yang; Mingwei Lin; Yuchen Li; Wei Zhou; Bin Xu;	International Journal of Intelligent Systems	2021-07-12
573	Towards A Multimodal System for Precision Agriculture Using IoT and Machine Learning IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, a study is proposed that incorporates all common state-of-the-art approaches for precision agriculture use.	Satvik Garg; Pradyumn Pundir; Himanshu Jindal; Hemraj Saini; Somya Garg;	arxiv-cs.LG	2021-07-10
574	IGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we propose a smart agriculture solution named iGrow, for autonomous greenhouse control (AGC): (1) for the first time, we formulate the AGC problem as a Markov decision process (MDP) optimization problem; (2) we design a neural network-based simulator incorporated with the incremental mechanism to simulate the complete planting process of an autonomous greenhouse, which provides a testbed for the optimization of control strategies; (3) we propose a closed-loop bi-level optimization algorithm, which can dynamically re-optimize the greenhouse control strategy with newly observed data during real-world production.	XIAOYAN CAO et. al.	arxiv-cs.AI	2021-07-06
575	Deep Semantic Segmentation at The Edge for Autonomous Navigation in Vineyard Rows IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Precision agriculture is a fast-growing field that aims at introducing affordable and effective automation into agricultural processes. Nowadays, algorithmic solutions for …	Diego Aghi; Simone Cerrato; Vittorio Mazzia; Marcello Chiaberge;	arxiv-cs.RO	2021-07-01
576	Bio-inspired Cluster–based Optimal Target Identification Using Multiple Unmanned Aerial Vehicles in Smart Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming is the major profession in several republics for centuries. However, due to the immigration of individuals from rural to urban, there is prevention in farming. The use of …	Abdu Salam; Qaisar Javaid; Masood Ahmad;	International Journal of Distributed Sensor Networks	2021-07-01
577	Economic Model Predictive Control for Smart and Sustainable Farm Irrigation* Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The joint effects of rise of global population, climate change and water scarcity makes the shift towards an efficient and sustainable agriculture more and more urgent. …	G. B. Cáceres; P. Millán; M. Pereira; D. Lozano;	2021 European Control Conference (ECC)	2021-06-29
578	VLSI Architecture for Smart and Precision Agriculture Using Sensors Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: World population has almost doubled during the last century increasing dramatically the need for food to support the population over 7 billion persons. Precision agriculture is a …	Tarun. Vedulla; Y. M. Reddy; Achyuta Kalyan; R. Jenila;	International Journal of Advanced Science Computing and …	2021-06-28
579	Cost-efficient, QoS and Security Aware Placement of Smart Farming IoT Applications in Cloud-Fog Infrastructure Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we model IoT application placement as an optimization problem that aims at minimizing the cost while satisfying the QoS and security constraints.	Jagruti Sahoo;	arxiv-cs.DC	2021-06-25
580	Path Planning Optimization for Agricultural Spraying Robots Using Hybrid Dragonfly – Cuckoo Search Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Finding collision-free paths and optimized path coverage over an agricultural landscape has been a critical research problem among scientists and researchers over the years. Key …	S. Muthukumaran; M. Ganesan; J. Dhanasekar; G. Loganathan;	Alinteri Journal of Agriculture Sciences	2021-06-22
581	Bridging Behavioural Factors and Standard Bio‐economic Modelling in An Agent‐based Modelling Framework IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agent- based models are important tools for simulating farmers’ behaviour in response to changing environmental, economic or institutional conditions and policies. This article …	R. Huber; Hang Xiong; K. Keller; R. Finger;	Journal of Agricultural Economics	2021-06-21
582	Design of A Blockchain-based Decentralized Architecture for Sustainable Agriculture : Research-in-Progress Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Exchange of information, financial transactions, and involvement of intermediaries play an important role in agriculture. However, current ICT-based agriculture systems are …	Gopi Krishna Akella; S. Wibowo; S. Grandhi; Sameera Mubarak;	2021 IEEE/ACIS 19th International Conference on Software …	2021-06-20
583	Plant Disease Detection Using Image Processing and Machine Learning IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper proposes a smart and efficient technique for detection of crop disease which uses computer vision and machine learning techniques.	PRANESH KULKARNI et. al.	arxiv-cs.CV	2021-06-20
584	Supervised Learning for Crop/weed Classification Based on Color and Texture Features Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper investigates the use of color and texture features for discrimination of Soybean crops and weeds.	Faiza Mekhalfa; Fouad Yacef;	arxiv-cs.CV	2021-06-19
585	Toward Robotic Weed Control: Detection of Nutsedge Weed in Bermudagrass Turf Using Inaccurate and Insufficient Training Data IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose an algorithm to generate high fidelity synthetic data, adopting different levels of annotations to reduce labeling cost.	Shuangyu Xie; Chengsong Hu; Muthukumar Bagavathiannan; Dezhen Song;	arxiv-cs.CV	2021-06-16
586	Evolution of Agritech Business 4.0 – Architecture and Future Research Directions IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Protection of farmer’s welfare, improving their standard of living and maintaining the connect between urban and rural population are important for sustainable development. …	S. Eashwar; P. Chawla;	IOP Conference Series: Earth and Environmental Science	2021-06-01
587	Towards Precision Aquaculture: A High Performance, Cost-effective IoT Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper addresses the question of whether it is feasible to deploy a water quality sensor network in aquaculture for real-time user visualisation and decision making.	RAFAEL R. TEIXEIRA et. al.	arxiv-cs.NI	2021-05-24
588	Experimental Evaluation of A Hierarchical Operating Framework for Ground Robots in Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This work provides a real world empirical evaluation of our proposed hierarchical framework for long-term autonomy of field robots, conducted on University of Sydney’s Swagbot agricultural robot platform.	Stuart Eiffert; Nathan D. Wallace; He Kong; Navid Pirmarzdashti; Salah Sukkarieh;	arxiv-cs.RO	2021-05-22
589	Temporal Prediction and Evaluation of Brassica Growth in The Field Using Conditional Generative Adversarial Networks IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes a novel monitoring approach that comprises high-throughput imaging sensor measurements and their automatic analysis to predict future plant growth.	Lukas Drees; Laura Verena Junker-Frohn; Jana Kierdorf; Ribana Roscher;	arxiv-cs.CV	2021-05-17
590	Terrain Assessment for Precision Agriculture Using Vehicle Dynamic Modelling IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper deals with automatic terrain estimation and classification that is performed simultaneously by an agricultural vehicle during normal operations.	Giulio Reina; Annalisa Milella; Rocco Galati;	arxiv-cs.RO	2021-04-13
591	Consideration of Resilience for Digital Farming Systems Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this conceptual study the necessary resilience is defined, which is marginally taken into account by agtech industry innovations.	Sebastian Boekle; Leon Koenn; David Reiser; Dimitris S. Paraforos; Hans W. Griepentrog;	arxiv-cs.CY	2021-04-12
592	Cybersecurity in Smart Farming: Canada Market Research Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The Cyber Science Lab (CSL) and Smart Cyber-Physical System (SCPS) Lab at the University of Guelph conduct a market study of cybersecurity technology adoption and requirements for smart and precision farming in Canada.	Ali Dehghantanha; Hadis Karimipour; Amin Azmoodeh;	arxiv-cs.CR	2021-04-11
593	DBA_SSD ： A Novel End-to-End Object Detection Using Deep Attention Module for Helping Smart Device with Vegetable and Fruit Leaf Plant Disease Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In response to the difficulty of detecting and classifying pests and vegetable and fruit leaves with pests and diseases, this study proposes a novel vegetable and fruit leaf pest …	JUN WANG et. al.		2021-04-07
594	Blockchain and Smart Contract for IoT Enabled Smart Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this research, we explored the different aspects of using blockchain and smart contracts with the integration of IoT devices in pre-harvesting and post-harvesting segments of agriculture.	Tahmid Hasan Pranto; Abdulla All Noman; Atik Mahmud; AKM Bahalul Haque;	arxiv-cs.CY	2021-04-01
595	Deep Learning Techniques for In-Crop Weed Identification: A Review IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: With the great success of deep learning in various vision tasks, many promising image-based weed detection algorithms have been developed.	KUN HU et. al.	arxiv-cs.CV	2021-03-27
596	The Digital Agricultural Revolution: A Bibliometric Analysis Literature Review IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study aims to find evidence of the ongoing DAR process and clarify its roots, what it means, and where it is heading. To provide a broad overview of each of these topics, we analyzed relevant review articles, and we present here the main achievements and the ongoing challenges.	Riccardo Bertoglio; Chiara Corbo; Filippo M. Renga; Matteo Matteucci;	arxiv-cs.DL	2021-03-23
597	High Precision Control and Deep Learning-based Corn Stand Counting Algorithms for Agricultural Robot IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we formulate a Nonlinear Moving Horizon Estimator (NMHE) that identifies key terrain parameters using onboard robot sensors and a learning-based Nonlinear Model Predictive Control (NMPC) that ensures high precision path tracking in the presence of unknown wheel-terrain interaction. We collected data from 53 corn plots in various fields for corn plants around 14 days after emergence (stage V3 – V4).	Zhongzhong Zhang; Erkan Kayacan; Benjamin Thompson; Girish Chowdhary;	arxiv-cs.RO	2021-03-20
598	Artificial Intelligence for Detection and Quantification of Rust and Leaf Miner in Coffee Crop Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: The results show an average precision of 81,5% in the detection and that there was no significant statistical difference between treatments to quantify the severity of coffee leaves, proposing a computationally less costly method.	Alvaro Leandro Cavalcante Carneiro; Lucas de Brito Silva; Marisa Silveira Almeida Renaud Faulin;	arxiv-cs.CV	2021-03-20
599	Data Management and Internet of Things : A Methodological Review in Smart Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	OLIVIER DEBAUCHE et. al.	Internet Things	2021-03-15
600	A Survey of Deep Learning Techniques for Weed Detection from Images IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we review existing deep learning-based weed detection and classification techniques.	A S M Mahmudul Hasan; Ferdous Sohel; Dean Diepeveen; Hamid Laga; Michael G. K. Jones;	arxiv-cs.CV	2021-03-01
601	Site‐specific Weed Management—constraints and Opportunities for The Weed Research Community: Insights from A Workshop IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Ran Nisim Lati and Jesper Rasmussen equally contributed to this paper. 1Department of Plant Pathology and Weed Research, Newe Ya’ar Research Center, Agricultural Research …	R. LATI et. al.	Weed Research	2021-02-28
602	An Implementation of IoT and Data Analytics in Smart Agricultural System – A Systematic Literature Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: India is a country that depends on agriculture, where about half the population relies heavily on agriculture for their livelihood. However, most of the practices undertaken in …	K. Vikranth; K. K;	International Journal of Management, Technology, and Social …	2021-02-13
603	RaspberryPi‐Arduino (RPA) Powered Smart Mirrored and Reconfigurable IoT Facility for Plant Science Research IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Continuous monitoring of crops is critical for the sustainability of agriculture. The effects of changes in temperature, light intensity, humidity, pH, soil moisture, gas …	A. Arunachalam; Henrik Andreasson;	Internet Technology Letters	2021-02-11
604	Human-Robot Interaction: Applications Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, the applications of human-robot interaction are reviewed.	Abdel-Nasser Sharkawy;	arxiv-cs.RO	2021-02-01
605	Internet of Things (IoT) Application Model for Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a distributed data flow (DDF) based model for the smart farming application that is composed of interdependent modules.	Jagruti Sahoo; Kristin Barrett;	arxiv-cs.DC	2021-01-11
606	Proximal and Drone Based Hyperspectral Sensing for Crop Nitrogen Status Detection in Historic Field Trials Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Remote sensing holds vast potential for precision and smart farming and for field phenotyping applications. We present a small, but high-quality dataset consisting of ground …	Gregor Perich; Patrick Meyer; Alice Wieser; Frank Liebisch;	2021 11th Workshop on Hyperspectral Imaging and Signal …	2021-01-01
607	Internet of Diagnostic Things: Emerging Horizon Towards Precision and Digital Health Care Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Digital revolution and advancement of information technologies, smart phone industry, multi-omic technologies, availability with 5G networks and emergence of big data era has …	Vijay Verma; Abhisek Mishra; Vaishali Bisht; Jyoti Bala;	Journal of Health Science Research	2021-01-01
608	Smart Drip Irrigation System Using IOT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The water wants for irrigation have been really serious these days. There is a demand for a proper irrigation system that is in a position to save proper amount of water and …	Bakkachenna Ranadeep Reddy; Chayank A; Karthikey Hegde; Isani Bhanu Chenna Reddy; V. Sivakumar;	SSRN Electronic Journal	2021-01-01
609	A Fully Automated Crop Disease Monitoring and Management System Based on IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, the IoT has evolved and plays a significant role in many fields like smart city, precision farm, traffic signal control system, and so on. In this chapter, an …	K. Seetharaman;		2021-01-01
610	Internet of Things Based Smart Agricultural System for Farmers Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) is the present and future of every industry, shaping everyone’s life by speeding up everything. It’s a set of standalone devices that power a …	RAJA VENKATESH GURUGUBELLI et. al.	International Journal of Scientific Research in Computer …	2021-01-01
611	Selection of Independent Variables for Crop Yield Prediction Using Artificial Neural Network Models with Remote Sensing Data IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Knowing the expected crop yield in the current growing season provides valuable information for farmers, policy makers, and food processing plants. One of the main benefits of …	Patryk Hara; Magdalena Piekutowska; Gniewko Niedbała;	Land	2021-01-01
612	Secure Multifactor Authenticated Key Agreement Scheme for Industrial IoT IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The application of Internet of Things (IoT) has generally penetrated into people’s life and become popular in recent years. The IoT devices with different functions are integrated …	R. Vinoth; Lazarus Jegatha Deborah; Pandi Vijayakumar; Neeraj Kumar;	IEEE Internet of Things Journal	2021-01-01
613	Fuse-PN: A Novel Architecture for Anomaly Pattern Segmentation in Aerial Agricultural Images Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep learning and pattern recognition in smart farming has seen rapid growth as a building bridge between crop science and computer vision. One of the important application is …	Shubham Innani; Prasad Dutande; Bhakti Baheti; Sanjay Talbar; Ujjwal Baid;	2021 IEEE/CVF Conference on Computer Vision and Pattern …	2021-01-01
614	Smart Contract-Based Blockchain-Envisioned Authentication Scheme for Smart Farming IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A blockchain-based smart farming technology provides the agricultural data to the farmers and other users associated with smart farming on a single integrated platform. Moreover, …	Anusha Vangala; Anil Kumar Sutrala; Ashok Kumar Das; Minho Jo;	IEEE Internet of Things Journal	2021-01-01
615	Towards Intelligent Agriculture Using Smart IoT Sensors Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The word “smart” is quite commonly associated with different types of products of IoT sensors and its contemporary technology. The frequent progress in the contemporary technology …	Vanita Jaitly; Shilpa Sharma; Linesh Raja;		2021-01-01
616	Dynamics Analysis of A Stochastic Plant Disease Model with Continuous Cultural Control Strategy Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, a new stochastic plant disease model with continuous control strategy is proposed and analyzed. The dynamics of the system are explored under white noise …	Haisu Zhang; Tongqian Zhang;	Complexity	2021-01-01
617	Novel Secure Scheme for On-Field Sensors for Data Aggregation in Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the adoption of various industrial sensors in Precision Agriculture (P.A.), there is an increasing concern of threat during data aggregation by a massive number of on-field …	K. Vanishree; G. S. Nagaraja;	Software Engineering and Algorithms	2021-01-01
618	A Novel Pythagorean Fuzzy Set Integrated Choquet Integral Approach for Vertical Farming Technology Assessment IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Gülçin Büyüközkan; Fethullah Göçer; Deniz Uztürk;	Comput. Ind. Eng.	2021-01-01
619	Trends and Applications of Intelligent IoT in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The world’s population is rapidly growing, necessitating a shift to more sustainable farming practices. Because of declining natural supplies, scarce arable land, and highly …	Debabrata Samanta; Amit Banerjee;	Computationally Intensive Statistics for Intelligent IoT	2021-01-01
620	AgroSupportAnalytics: A Cloud-based Complaints Management and Decision Support System for Sustainable Farming in Egypt Related Papers Related Patents Related Grants Related Venues Related Experts View	Kamran Munir; Mubeen Ghafoor; Mohamed Khafagy; Hisham Ihshaish;	Egyptian Informatics Journal	2021-01-01
621	Optimal Multispectral Sensor Configurations Through Machine Learning for Cognitive Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Hyperspectral sensor systems play a key role in the automation of work processes in the farming industry. Non-invasive measurements of plants allow for an assessment of the …	Florian Becker; Andreas Backhaus; Felix Johrden; Merle Flitter;	at – Automatisierungstechnik	2021-01-01
622	Design of A Data Management Reference Architecture for Sustainable Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Effective and efficient data management is crucial for smart farming and precision agriculture. To realize operational efficiency, full automation, and high productivity in …	Görkem Giray; Cagatay Catal;	Sustainability	2021-01-01
623	POMEGRANATE FRUIT DISEASES DETECTION USING IMAGE PROCESSING TECHNIQUES: A REVIEW Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Agriculture plant diseases are responsible for farmer economic losses. These diseases affect on plant root, fruit, leaf, and stem. Detection of disease at early stages helps …	Et. al. Jayashri Patil;		2021-01-01
624	Improved Feature Selection Method for The Identification of Soil Images Using Oscillating Spider Monkey Optimization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is the process that uses information and communication technology for farming and cultivation to improve overall productivity, efficient utilization of …	Rahul Agarwal; N. S. Shekhawat; Sandeep Kumar; A. Nayyar; B. Qureshi;	IEEE Access	2021-01-01
625	Smart Precision Agriculture Using Wireless Sensor Network and IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study presents wireless irrigation and plant disease detection system. This system aims to reduce the manual work for the farmer by incorporating wireless technology to …	URMILA PATIL et. al.		2021-01-01
626	Deep Learning-based Identification System of Weeds and Crops in Strawberry and Pea Fields for A Precision Agriculture Sprayer IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Controlling weed infestation through chemicals (herbicides & pesticides) is essential for crop yield. However, excessive use of these chemicals has caused severe agronomic and …	Shahbaz Khan; Muhammad Tufail; Muhammad Tahir Khan; Zubair Ahmad Khan; Shahzad Anwar;	Precision Agriculture	2021-01-01
627	Smart Irrigation Using IOT and Arduino Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: India is in particular an agricultural country. Agriculture is the maximum vital career for the maximum of the Indian families. It performs essential position withinside the …	Noora Rakesh;	International Journal for Research in Applied Science and …	2021-01-01
628	Agriculture Fleet Vehicle Routing: A Decentralised and Dynamic Problem Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To date, the research on agriculture vehicles in general and Agriculture Mobile Robots (AMRs) in particular has focused on a single vehicle (robot) and its agriculture-specific …	Marin Lujak; Elizabeth Sklar; Frédéric Semet;	AI Commun.	2021-01-01
629	An Advanced Agriculture System For Smart Irrigation and Leaf Disease Detection Related Papers Related Patents Related Grants Related Venues Related Experts View	Bhavana Bharti; Sudhakar Pandey; Sanjay Kumar;		2021-01-01
630	Smart Farming System By Creating Artificial Environment Using IoT for Efficient Crop Growth Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents the growth of plants effectively in less duration of time compared to traditional farming. In this the farming is done inside the packed electronic environment …	Dr. M. Prasad;	International Journal for Research in Applied Science and …	2021-01-01
631	Prediction of Cotton Field on Integrated Environmental Data Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture and farming industry plays a vital role in the economy. However, the importance of agriculture cannot be fully quantified in terms of its economic profit. …	Sarthak Mishra; Long Ma; Nischal Aryal;		2021-01-01
632	Early Warning Systems As A Component of Integrated Pest Management to Prevent The Introduction of Exotic Pests Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: When introduced to novel habitats, invasive alien plant pests have the potential to reduce fitness or cause aesthetic damage to naïve plant hosts, or to cause widespread mortality …	Roslyn D Noar; Chelsea J Jahant-Miller; Sherrie Emerine; Rosemary Hallberg;	Journal of Integrated Pest Management	2021-01-01
633	A Systematic Review on Monitoring and Advanced Control Strategies in Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automation in agriculture nowadays is the main focus and area of development for various countries. The population rate of the world is increasing rapidly and will be double in …	SYEDA IQRA HASSAN et. al.	IEEE Access	2021-01-01
634	An IoT Fast and Low Cost Based Smart Irrigation Intelligent System Using A Fuzzy Energy-Aware Routing Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a major role in the world economy and most people depend on it for their livelihood. This makes water an important resource that must be conserved using the …	Amin Rezaeipanah;		2021-01-01
635	A Functional Framework Based on Big Data Analytics for Smart Farming IF:5 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Big data in agriculture is defined as massive volumes of data with a wide variety of sources and types which can be captured using Internet of things sensors (soil and crops …	Loubna Rabhi; Noureddine Falih; Lekbir Afraites; Belaid Bouikhalene;	Indonesian Journal of Electrical Engineering and Computer …	2021-01-01
636	A Modified Genetic Algorithm and Weighted Principal Component Analysis Based Feature Selection and Extraction Strategy in Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	K. Aditya Shastry; H. A. Sanjay;	Knowl. Based Syst.	2021-01-01
637	Design and Evaluation of A Low Energy Bluetooth Sensor Node for Animal Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: New trends and advancements in communication and sensing technologies in Precision Farming (PF) offer opportunities to farmers for a continuous and real-time monitoring …	Kunal Shyamadas Burman; Sven Schmidt; Dhouha El Houssaini; Olfa Kanoun;	2021 18th International Multi-Conference on Systems, …	2021-01-01
638	Precision Agriculture Investment Return Calculation Tool Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision Agriculture (PA) nowadays adopts IoT technology, such as wireless sensors and unmanned aerial vehicles aiming at boosting production and monetary profits by controlling …	Konstantinos Kiropoulos; Stamatia Bibi; Fotini Vakouftsi; Vassilis Pantzios;	2021 17th International Conference on Distributed Computing …	2021-01-01
639	Internet of Things for The Future of Smart Agriculture: A Comprehensive Survey of Emerging Technologies IF:5 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents a comprehensive review of emerging technologies for the internet of things (IoT)-based smart agriculture. We begin by summarizing the existing surveys and …	Othmane Friha; Mohamed Amine Ferrag; Lei Shu; Leandros Maglaras; Xiaochan Wang;	IEEE/CAA Journal of Automatica Sinica	2021-01-01
640	Detection of Leek White Tip Disease Under Field Conditions Using Hyperspectral Proximal Sensing and Supervised Machine Learning IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	S. Appeltans; J.G. Pieters; A.M. Mouazen;	Computers and Electronics in Agriculture	2021-01-01
641	Web-Based Rice Disease Diagnosis Expert System Using Fuzzy Tsukamoto Method and K-Nearest Neighbor Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Technology today is growing rapidly from year to year, not least started to spread to the agricultural sector. With the information technology making society more easily in search …	Fefi Hades Tawarai; Fauziah Fauziah; Andrianingsih Andrianingsih;	Journal of Computer Networks, Architecture and High …	2021-01-01
642	Fully Automated Hydroponics System for Smart Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hariram M Shetty; Kshama Pai K; Navaneeth Mallya;	International Journal of Engineering and Manufacturing	2021-01-01
643	Intellectual Property Theft Protection in IoT Based Precision Agriculture Using SDN Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this work, we examine the privacy and safety issues of Internet of Things (IoT)-based Precision Agriculture (PA), which could lead to the problem that industry is currently …	MD. SELIM HOSSAIN et. al.	Electronics	2021-01-01
644	Multi-layer Fog Computing Framework for Constrained LoRa Networks Intended for Water Quality Monitoring and Precision Agriculture Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As the population of the world keeps increasing, it is necessary for the agriculture to adopt technologies that improve the production and optimize re-sources such as water. This …	Laura García; José Miguel Jiménez; Sandra Sendra; Jaime Lloret; Pascal Lorenz;		2021-01-01
645	A New Kappa Architecture for IoT Data Management in Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	Jean Bertin Nkamla Penka; Saïd Mahmoudi; Olivier Debauche;		2021-01-01
646	IOT-Based Cotton Whitefly Prediction Using Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is suffering from the problem of low fertility and climate hazards such as increased pest attacks and diseases. Early prediction of pest attacks can be very helpful in …	RANA MUHAMMAD SALEEM et. al.	Sci. Program.	2021-01-01
647	A Review on Plant Diseases Recognition Through Deep Learning IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	R. Indrakumari; T. Poongodi; Supriya Khaitan; Shrddha Sagar; B. Balamurugan;		2021-01-01
648	RFID Sensing Technologies for Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the advent of emerging technologies, traditional agriculture practices are now shifting towards the “smart” approach. Smart agriculture aims to automate most aspects of the …	Rakiba Rayhana; Gaozhi Xiao; Zheng Liu;	IEEE Instrumentation & Measurement Magazine	2021-01-01
649	Visual SLAM for Indoor Livestock and Farming Using A Small Drone with A Monocular Camera: A Feasibility Study IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Real-time data collection and decision making with drones will play an important role in precision livestock and farming. Drones are already being used in precision agriculture. …	Sander Krul; Christos Pantos; Mihai Frangulea; João Valente;		2021-01-01
650	Digital Twins in Smart Farming IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Cor Verdouw; Bedir Tekinerdogan; Adrie Beulens; Sjaak Wolfert;	Agricultural Systems	2021-01-01
651	Aerial Visual Perception in Smart Farming: Field Study of Wheat Yellow Rust Monitoring IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is facing severe challenges from crop stresses, threatening its sustainable development and food security. This article exploits aerial visual perception for yellow …	JINYA SU et. al.	IEEE Transactions on Industrial Informatics	2021-01-01
652	Recognition and Early Stage Detection of Phytophthora in A Crop Farm Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Detection of agricultural plant pests is seen as one of the farmers’ problems. Automated Pest Detection Machine enables early detection of crop insects with advanced computer …	Pooja Vajpayee; Kuldeep Kr. Yogi;	Agro-Economic Risks of Phytophthora and an Effective …	2021-01-01
653	A Survey on Mobile Applications for Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The increasing global demand for food and nutrition security has raised the need to automate processes in modern farming. As such, a promising way to automate those processes is …	Isaac Nyabisa Oteyo; Matteo Marra; Stephen Kimani; Wolfgang De Meuter; Elisa Gonzalez Boix;	SN Comput. Sci.	2021-01-01
654	Aero-Hydroponic Agriculture IoT System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: From the world health organization hunger map, the global hunger population is 821 million in 2020. Moreover, COVID-19 caused the lockdown of the city boundary and the local food …	Henry C. K. Tang; Tiger Y. S. Cheng; Joe C. Y. Wong; Ray C. C. Cheung; Alan H. F. Lam;	2021 IEEE 7th World Forum on Internet of Things (WF-IoT)	2021-01-01
655	Lands DSS: A Decision Support System for Forecasting Crop Disease in Southern Sardinia Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Decision support systems (DSSs) are used in precision farming to address climate and environmental changes due to human action. However, increments in the amount of data produced …	Gianni Fenu; Francesca Maridina Malloci;	Int. J. Decis. Support Syst. Technol.	2021-01-01
656	Modern Farming Methods and Cultures Using IOT: A Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is considered as one of the major sources in maintaining a nation’s GDP. Farming in India is done using the mundane ways. The main reason behind this is the lack …	Navdeep Kaur;	Computer Science and Information Technology	2021-01-01
657	Usage of Artificial Intelligence and Remote Sensing As Efficient Devices to Increase Agricultural System Yields Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Artificial Intelligence is an emerging technology in the field of agriculture. Artificial Intelligence-based tools and equipment have actually taken the agriculture sector to a …	KARIM ENNOURI et. al.	Journal of Food Quality	2021-01-01
658	Strawberry Disease Detection in Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Aguirre Santiago; Leonardo Solaque; Alexandra Velasco;		2021-01-01
659	Sensor Based Smart Irrigation System with Monitoring and Controlling Using Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents the development of a sensor based smart irrigation system with the capabilities of remote monitoring and controlling of water usage in the agriculture field …	Nazmul Hassan; Sheikh Hasib Cheragee; Sakil Ahammed; Abu Zafor Md. Touhidul Islam;	The International Journal of Ambient Systems and …	2021-01-01
660	Weed Classification on Images Using Machine Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Classify the plant species images so that the machine distinguishes between crop seedlings and weed. The images include some stones in the background, we don’t want the machine to …	Rafath Samrin;	International Journal for Research in Applied Science and …	2021-01-01
661	A Relative Evaluation Of Specificity And Sensitivity In A Diseased Plant Leaf With Hybrid Sift And K-Means Fuzzy Logic Svm Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Early location of the plant infections is basic to maintain a strategic distance from misfortunes in the yield and nature of the farming item. The investigations of the plant …	et. al. M.Sowmya;		2021-01-01
662	Development of Multi-tasking, Multi-powered Machine for Agriculture Purpose Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: At present famers pay a lot of money on machines that work with them decline work and increment yield of harvests. The Multipurpose machine is accustomed to planting the seeds and …	Kadole Pavan Prabhakar; Bharath Raj H K; D Yogeshwar Naidu; G Tharun Sai; Manjunath R;	International Journal of Scientific Research in Science, …	2021-01-01
663	Segmentation of Agricultural Images Using Vegetation Indices Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Identifying and segmenting plants from the background in agricultural images is of great importance for precision agriculture. It serves as a basis for several tasks such as …	Jean Fabrício Batista Santos; Jocival Dantas Dias Junior; André Ricardo Backes; Maurício Cunha Escarpinati;		2021-01-01
664	A Deep Learning Enabled Multi-Class Plant Disease Detection Model Based on Computer Vision IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Arunabha M. Roy; Jayabrata Bhaduri;	Artificial Intelligence	2021-01-01
665	CubeSense: Wireless, Battery-Free Interactivity Through Low-Cost Corner Reflector Mechanisms Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Ubiquitous computing systems rely on ubiquitous methods to sense user interactions, which have manifested in our daily environments as physical buttons, switches, sliders, and …	Xiaoying Yang; Yang Zhang;	Extended Abstracts of the 2021 CHI Conference on Human …	2021-01-01
666	Smart Farming Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In advancement with the rapid emergence of IoT-based technologies Smart farming industry created revolutionary changes with existing farming methods. However, the quality of …	Sangeetha K; Narmada C; Karishma R; Kishore Karthi V;		2021-01-01
667	CalibrationTalk: A Farming Sensor Failure Detection and Calibration Technique IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Sensor failure detection and calibration is an important issue for Internet of Things applications. Many smart applications fail due to inaccurate data produced by their sensors. …	Yun-Wei Lin; Yi-Bing Lin; Hui-Nien Hung;	IEEE Internet of Things Journal	2021-01-01
668	Real-time Plant Phenomics Under Robotic Farming Setup: A Vision-based Platform for Complex Plant Phenotyping Tasks Related Papers Related Patents Related Grants Related Venues Related Experts View	Ajay Arunachalam; Henrik Andreasson;	Comput. Electr. Eng.	2021-01-01
669	Development and Testing of A UAV-Based Multi-Sensor System for Plant Phenotyping and Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Unmanned aerial vehicles have been used widely in plant phenotyping and precision agriculture. Several critical challenges remain, however, such as the lack of cross-platform data …	Rui Xu; Changying Li; Sergio Bernardes;	Remote. Sens.	2021-01-01
670	Deep Learning in The Information Service System of Agricultural Internet of Things for Innovation Enterprise Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To discuss the application of Internet of Things (IoT) in the agriculture, an agricultural product price prediction model is constructed based on the improved Elman neural network …	Qingquan Liu; Yingli Wu; Zuo Jun; Xin Li;	The Journal of Supercomputing	2021-01-01
671	Fruits Yield Estimation Using Faster R-CNN with MIoU IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Fruit yield estimation is one of the challenging tasks using on-plant images to support smart farming and provide information about the product so that storage and export facility …	Santi Kumari Behera; Amiya Kumar Rath; Prabira Kumar Sethy;	Multim. Tools Appl.	2021-01-01
672	Advances in Sensing Plant Diseases By Imaging and Machine Learning Methods for Precision Crop Protection Related Papers Related Patents Related Grants Related Venues Related Experts View	Sonia Chadha; Mradul Sharma; Aaliya Sayyed;	Microbial Management of Plant Stresses	2021-01-01
673	AI Applications of Data Sharing in Agriculture 4.0: A Framework for Role-based Data Access Control IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Konstantina Spanaki; Erisa Karafili; Stella Despoudi;	Int. J. Inf. Manag.	2021-01-01
674	Evaluation of Scratch and Pre-trained Convolutional Neural Networks for The Classification of Tomato Plant Diseases IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases are a major cause of destruction and death of most plants and especially trees. However, with the help of early detection, this issue can be solved and treated …	Mohammad Amimul Ihsan Aquil; Wan Hussain Wan Ishak;	IAES International Journal of Artificial Intelligence …	2021-01-01
675	Analytical Approach to Opportunities and Obstacles of Iranian Biological Pest Control Related Papers Related Patents Related Grants Related Venues Related Experts View	JAVAD KARIMI et. al.		2021-01-01
676	Analysis of Subdivision Automatic Control Precision Spraying Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, based on the fact that is still a small peasant economy in China and there are many small plots, this article studies small and medium sprayers. In this sprayer, …	Minying Hu; Yongying Sang; Jinjin Cai; Shangkun Liu; Degang Kong;		2021-01-01
677	Bluetooth Low Energy Livestock Positioning for Smart Farming Applications Related Papers Related Patents Related Grants Related Venues Related Experts View	Maciej Nikodem;		2021-01-01
678	Machine Learning and Deep Learning Based Computational Techniques in Automatic Agricultural Diseases Detection: Methodologies, Applications, and Challenges IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant disease detection is a critical issue that needs to be focused on for productive agriculture and economy. Detecting plant disease using traditional methods is a tedious job …	JAVAID AHMAD WANI et. al.	Archives of Computational Methods in Engineering	2021-01-01
679	Fixed-Time Synergetic Approach for Biological Pest Control Based on Lotka-Volterra Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Biological pest control has a strong advantage in its non-chemical effects on the environment. In this study, a fixed-time synergetic control scheme for the biological pest …	ARSIT BOONYAPRAPASORN et. al.	IEEE Access	2021-01-01
680	An Overview of Security Aspects of IoT Communication Technologies for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Wireless sensor networks, as the basis for the Internet of Things (IoT) paradigm, become more and more used in different agricultural applications, enabling the development of …	Kresimir Grgic; Ana Pejkovic; Matko Zrnic; Josip Spisic;	2021 16th International Conference on Telecommunications …	2021-01-01
681	Performance of Deep Learning Vs Machine Learning in Plant Leaf Disease Detection IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Sujatha Radhakrishnan; Jyotir Moy Chatterjee; N. Z. Jhanjhi; Sarfraz Nawaz Brohi;	Microprocess. Microsystems	2021-01-01
682	On The Design of The Agri-Food Competition for Robot Evaluation (ACRE) Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Agri-Food Competition for Robot Evaluation (ACRE) is a novel competition for autonomous robots and smart implements. It is focused on agricultural tasks such as removing weeds …	RICCARDO BERTOGLIO et. al.	2021 IEEE International Conference on Autonomous Robot …	2021-01-01
683	Precision Farming: Components, Applications and Limitations Related Papers Related Patents Related Grants Related Venues Related Experts View	Sanjeev Kumar; S. N. Saravaiya; A. K. Pandey;		2021-01-01
684	Leaf Diagnosis Using Transfer Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural machine learning is used to improve plant yield and crop quality. The key challenge faced by farmers in farming is the assault on bacterial infections, fungal …	Prashant Udawant; Pravin Srinath;	Advances in Intelligent Systems and Computing	2021-01-01
685	Detection of Plant Leaf Diseases Using Recent Progress in Deep Learning-Based Identification Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Mostly economy profoundly depends on farming efficiency. The farming crops are commonly affected by the disease. Since the economy depends on agriculture, this is one of the core …	J JencyRubia; R BabithaLincy;	Journal of Engineering and Technology for Industrial …	2021-01-01
686	Proximal Detecting Invertebrate Pests on Crops Using A Deep Residual Convolutional Neural Network Trained By Virtual Images IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Huajian Liu; Javaan Singh Chahl;		2021-01-01
687	Design of ANN Based Machine Learning Method for Crop Prediction Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In agriculture, crop yield estimation is critical. Remote sensing is being used in farming systems to increase yield efficiency and lower operating costs. Remote sensing-based …	S. Sairamkumar;	September 2021	2021-01-01
688	Farmers’ Perspectives on Field Crop Robots – Evidence from Bavaria, Germany IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Olivia Spykman; Andreas Gabriel; M. Ptacek; Markus Gandorfer;	Comput. Electron. Agric.	2021-01-01
689	ISOF: Information Scheduling and Optimization Framework for Improving The Performance of Agriculture Systems Aided By Industry 4.0 IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Industry 4.0 is a promising evolution in the field of smart farming by improving the productivity and reducing human intervention to modernize agriculture. This smart paradigm …	GUNASEKARAN MANOGARAN et. al.	IEEE Internet of Things Journal	2021-01-01
690	ANALYSIS OF PHYSIOLOGICAL SIGNALS ON THE WEARABLE ASSIST SUIT FOR REPETITIVE AGRICULTURAL TASK Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Musculoskeletal disorders are the most common among farmers and farming constitutes the highest industrial accident rate. To prevent these, we developed a smart auxiliary workwear …	EUN-HYE CHA; KYONG KIM; SEUNG-YONG OH; MI YU; TAE-KYU KWON;	Journal of Mechanics in Medicine and Biology	2021-01-01
691	An Experimental Study of Outgrowth of Plants in Horticulture Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The key objective of this paper is implementing the horticulture monitoring system for productivity improvement. Smart farming is one of the growing fields, which uses the modern …	DINESH KUMAR J R et. al.	Social Science Research Network	2021-01-01
692	Deep Learning Techniques for Enhancement of Weeds Growth Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automatic weed control is becoming a popular tool for agriculture with its potential for boosting crop productivity. Most of the research in this area has focused on developing …	Dmitrii Vypirailenko; Elizaveta Kiseleva; Dmitrii Shadrin; Mariia Pukalchik;	2021 IEEE International Instrumentation and Measurement …	2021-01-01
693	Design of An Agribusiness Innovative and Autonomous Robot System for Chemical Weed Control for Staple Food Crops Production in Sub-Saharan Africa Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture and agribusinesses suffer from many challenges, despite their significance to global economic growth. One of the challenges is the lack of appropriate technology to …	Jibril Abdullahi Bala; Olayemi Mikail Olaniyi; Taliha Abiodun Folorunso; Emmanuel Daniya;		2021-01-01
694	Deep Learning Solutions for Agricultural and Farming Activities Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The continuously growing population throughout globe demands an ample food supply, which is one of foremost challenge of smart agriculture. Timely and precise identification of …	Asha Gowda Karegowda; Devika G.; Geetha M.;		2021-01-01
695	Development of IoT Based Smart Irrigation System with Programmable Logic Controller Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart irrigation system is an automatic irrigation and monitoring system on agricultural land with a sensor, automation, and control technology based on the Internet of Things …	Ivony Hari; Elita Rahmarestya; Harsono Harsono;	International Journal of Agriculture System	2021-01-01
696	A Field Weed Density Evaluation Method Based on UAV Imaging and Modified U-Net IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weeds are one of the main factors affecting the yield and quality of agricultural products. Accurate evaluation of weed density is of great significance for field management, …	Kunlin Zou; Xin Chen; Fan Zhang; Hang Zhou; Chunlong Zhang;	Remote. Sens.	2021-01-01
697	Precision Agriculture Using Cloud-Based Mobile Application for Sensing and Monitoring of Farms Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the primary source of food supply for all countries in the world. The issue of agriculture has always been hampering the growth and development of the country. To …	Ria Shrishti; Ashwani Kumar Dubey; Divya Upadhyay;	Advances in Intelligent Systems and Computing	2021-01-01
698	Smart Crop Monitoring and Automation Irrigation System Using Machine Learning and IOT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is still a major occupation in rural areas of India. Increase in technology creates many opportunities in different fields and attracts human resources from rural …	Y. S. V. RAMAN et. al.	Revista Gestão Inovação e Tecnologias	2021-01-01
699	Agribuddy: Infrastructuring for Smallholder Farming in Cambodia Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Based on a field study, this paper presents an analysis of the ICT-driven agricultural initiative in Cambodia and shows how it may be understood as infrastructuring for value …	Hasib Ahsan; Lars Rune Christensen; Kengo Kitaura;	C&T ’21: Proceedings of the 10th International Conference …	2021-01-01
700	Experimental Study of The Implement-and-tractor Aggregate Used for Laying Tracks of Permanent Traffic Lanes Inside Controlled Traffic Farming Systems Related Papers Related Patents Related Grants Related Venues Related Experts View	Volodymyr Bulgakov; Simone Pascuzzi; Volodymyr Nadykto; Semjons Ivanovs; Valerii Adamchuk;	Soil & Tillage Research	2021-01-01
701	A Strategic Analytics Using Convolutional Neural Networks for Weed Identification in Sugar Beet Fields IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Researchers in precision agriculture regularly use deep learning that will help growers and farmers control and monitor crops during the growing season; these tools help to …	Brahim Jabir; Noureddine Falih; Asmaa Sarih; Adil Tannouche;		2021-01-01
702	Prediction of Risk, Control Methods and Application of Integrated Pest Control Related Papers Related Patents Related Grants Related Venues Related Experts View	R. Agulhon;		2021-01-01
703	DESIGN AND DEVELOPMEENT OF AUTOMATIC ROBOTIC SYSTEM FOR VERTICAL HYDROPONIC FARMING USING IOT AND BIG DATA ANALYSIS Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this digital world, all the developing countries’ growth has improved elastically with the impact of farmers and their innovative farming processes. Generally, the farming …	M. R. Sundara Kumar;		2021-01-01
704	IoE Based Framework for Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Everything (IoE) is an advanced platform which provides a common network among people, process, data, and things. It provides a strong turning tool which converts …	Hitesh Mohapatra; Amiya Kumar Rath;	Journal of Ambient Intelligence and Humanized Computing	2021-01-01
705	Wireless Sensor Network Smart Environment for Precision Agriculture: An Agent-Based Architecture Related Papers Related Patents Related Grants Related Venues Related Experts View	Abdulmutalib Masaud-Wahaishi; Raafat Aburukba;		2021-01-01
706	Review: Teknologi Simple Phenotyping Sebagai Database Pengembangan Robot Pendeteksi Dan Pemupuk Nitrogen Padi Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Rice is one of the most important staple food consumed by more than half of the world population, especially in Indonesia where majority of the people consumed rice as daily …	Mohammad Syafii; M. Haidar Rozik; Airlanggia Febi Torimania; Janan Nabilah Nur Indriana;	Rekayasa	2021-01-01
707	Recognizing Pests in Field-based Images By Combining Spatial and Channel Attention Mechanism IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Large scale pest recognition is one of crucial components in pest management in outdoor conditions, which is much more difficult than common object recognition because of the …	XINTING YANG et. al.	IEEE Access	2021-01-01
708	Smart Intelligent Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Latief Ahmad; Firasath Nabi;		2021-01-01
709	Rapid Plant Development Modelling System for Predictive Agriculture Based on Artificial Intelligence Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Actual and upcoming climate changes will evidently have the largest impact on agriculture crops cultivation in terms of reduced harvest, increased costs, and necessary deviation …	VINKO LESIC et. al.	2021 16th International Conference on Telecommunications …	2021-01-01
710	Protocol-Independent Data Acquisition for Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper proposes an optimal design of network and a routing mechanism that is independent from fixed protocols. It provides an optimized route for diversified mesh network, …	JONNEL D. ALEJANDRINO et. al.	J. Adv. Comput. Intell. Intell. Informatics	2021-01-01
711	Ideal Communication Facilities for Smart Irrigation Systems in Short Range and Long-Range Scenarios Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is one of the key aspects that affects the growth of a country. Extreme weather conditions and climate change are something that the agriculturists and the farmers …	SHIVANEE KONDUR et. al.	Journal of Signal Processing	2021-01-01
712	Development of Circular Economy in Smart Cities Based on FPGA and Wireless Sensors IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Xiaoting Li; Jingling Bao; Jianguang Sun; Ji Wang;	Microprocess. Microsystems	2021-01-01
713	Building Smart Agriculture Applications Using Low-Code Tools: The Case for DisCoPar Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Modern farming is experiencing increased adoption of mobile and cloud computing applications as efforts are being made to automate farming processes. In this context, the mobile …	ISAAC NYABISA OTEYO et. al.	2021 IEEE AFRICON	2021-01-01
714	Intelligent Garden Planning and Design Based on Agricultural Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As the application of the Internet of Things technology continues to deepen in various fields, it also continues to develop in the agricultural field and the agricultural …	Aijun Jia;	Complex.	2021-01-01
715	Early Prediction of Plant Disease Using AI Enabled IOT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: India is an industrialized country, and about 70% of the residents rely on agriculture. Leaves are damaged by chemicals, and climates issues. An unknown illness is found on plants …	S. Vijayalakshmi; G. Balakrishnan; S. Nithya Lakshmi;		2021-01-01
716	Smart Farming Using AI and IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To survive in this world the occupation of farming plays an important role as it provides maximum needs for human beings to live in this world. But in the advancement of the …	Nagraj Vallakati; Tomal Ghosh; Shatayu Thakur; Mansing Rathod;	SSRN Electronic Journal	2021-01-01
717	A Cost and Power Analysis of Farmer Using Smart Farming IoT System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Day-by-day India’s population is consistently increasing, and it is expected to reach beyond 1.3 billion. In fact after 25 years, serious problems will be predicted regarding …	P. Darshini; S. Mohana Kumar; Krishna Prasad; S. N. Jagadeesha;	Computer Networks, Big Data and IoT	2021-01-01
718	Iot Based Home Appliance Control System Using Proteus Simulation Software and Blynk Server Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Digital Technology has become an integral part of our lives today. Here IoT comes across as a technology which transforms the way we perceive our surroundings. IoT is considered …	Siddhartha Maity;	International Journal for Research in Applied Science and …	2021-01-01
719	Compliant Plant Exploration for Agricultural Procedures With A Collaborative Robot IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This letter presents a compliant exploration framework based on a collaborative robot Franka Panda that builds a 3D plant stem model. The model is built for agricultural plant …	Marsela Polic; Marko Car; Frano Petric; Matko Orsag;	IEEE Robotics and Automation Letters	2021-01-01
720	Comparison of Path Loss Prediction Models for UAV and IoT Air-to-Ground Communication System in Rural Precision Farming Environment IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: —The comparison of path loss model for the unmanned aerial vehicle (UAV) and Internet of Things (IoT) air-to-ground communication system was proposed for rural precision farming. …	Sarun Duangsuwan; Myo Myint Maw;	J. Commun.	2021-01-01
721	Immersive Analytics Application in Smart Agriculture and Animal Behavior Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Immersive Analytics (IA) is potentially the most impactful new technology to be used in the recent years. This technology can integrate data analytics techniques, multisensory …	Emilee Klaas; Mehdi Roopaei;	2021 IEEE 11th Annual Computing and Communication Workshop …	2021-01-01
722	A Low-Cost Platform for Environmental Smart Farming Monitoring System Based on IoT and UAVs IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: When integrating the Internet of Things (IoT) with Unmanned Aerial Vehicles (UAVs) occurred, tens of applications including smart agriculture have emerged to offer innovative …	Faris A. Almalki; Ben Othman Soufiene; Saeed H. Alsamhi; Hedi Sakli;	Sustainability	2021-01-01
723	New Fog Computing Enabled Lossless EEG Data Compression Scheme in IoT Networks IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The rapid evolution of the Internet of Things (IoT) leads to emerging several applications such as smart home, ehealth, smart agriculture and farming, etc. The edge of the IoT …	Sara Kadhum Idrees; Ali Kadhum Idrees;	Journal of Ambient Intelligence and Humanized Computing	2021-01-01
724	Large-scale Farm Sensing System Using UAV and Long-distance Wireless Communication Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, countries where agriculture is a major industry own vast tracts of farmland, and IoT system to improve the efficiency of farming operations on the vast farmland …	Yoshihiro Higashiura; Hiroshi Yamamoto;	2021 International Conference on Information Networking …	2021-01-01
725	Service Offloading Oriented Edge Server Placement in Smart Farming IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Currently, smart farming has been established to realize agriculture automation by leveraging sensors to gather the growth and environmental data for crops, and realizing multiple …	JIE ZHANG et. al.	Software: Practice and Experience	2021-01-01
726	Smart Irrigation System Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this work we use drip irrigation where the water was allowed to drip slowly to the roots of plant either from above the soil surface or buried into the surface so that the …	M Gayathri; D Arun Shunmugam; A Ishwariya;		2021-01-01
727	An Efficient Mechanism Using IoT and Wireless Communication for Smart Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Anantha Datta Dhruva; Prasad B.; Sujatha Kamepalli; Susila Sakthy. S; Subramanyam Kunisetti;	Materials Today: Proceedings	2021-01-01
728	Pest Control Management System Using Organic Pesticides Related Papers Related Patents Related Grants Related Venues Related Experts View	Pramoda Kalkura; Puneeth Raj B; Suhas Kashyap N; Ms. Ramyashree;	Global Transitions Proceedings	2021-01-01
729	A Recognition of Farming Behavior Method Based on EPCI-LSTM Model Related Papers Related Patents Related Grants Related Venues Related Experts View	Wenxin Zhao; Xin Chen; Yiliang Li; Jinpo Xu; Xiang Li;	Computers and Electronics in Agriculture	2021-01-01
730	Solar Driven Agribot for Farm Irrigation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture accounts for a significant portion of India’s GDP. Water shortages and high labour costs are two big challenges in modern agriculture. These problems can be solved by …	Sankar Sreenath; R Devendranath Reddy; Shiva Kishore Reddy; R . Saikarthik; B Geetha;	International Journal of Advanced Research in Computer …	2021-01-01
731	The Concept of Intellectualized Control in Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agricultural sector is one of the most important areas of digitalization of the economy. At the same time, the substantive basis of digitalization is precision farming …	I. M. Mikhailenko;	Informatics and Cybernetics in Intelligent Systems	2021-01-01
732	Technological Applications of Agricultural 4.0 Supply Chains Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This chapter discusses the different technological applications of Agricultural Supply Chains 4.0. By doing so a wide range to technological applications are explained which are: …	Stella Despoudi; Konstantina Spanaki; Oscar Rodriguez-Espindola; Efpraxia D. Zamani;	Agricultural Supply Chains and Industry 4.0	2021-01-01
733	The Assessment of A Smart System in Hydroponic Vertical Farming Via Fuzzy MCDM Methods IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: By 2050, the global population is estimated to rise to over 9 billion people, and the global food need is expected to ascend 50%. Moreover, by cause of climate change, …	A. Cagri Tolga; Murat Basar;	Journal of Intelligent and Fuzzy Systems	2021-01-01
734	Solar Powered Irrigation System with IOT- Connectivity and Farm Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IOT) is a network of physical objects or ‘objects’ embedded with computers, software, sensors, and network communication that allows the capturing and …	A Abhinaya; R Anusha; M ArpithaK; Anjali Jaishwal; Manju More;	International Journal of Advanced Research in Computer …	2021-01-01
735	Enhanced Adaptive Creation of Visualisation Network By Detection of Leaves Related Papers Related Patents Related Grants Related Venues Related Experts View	Ravindra Jogekar; Nandita Tiwari;	Materials Today: Proceedings	2021-01-01
736	Mapping and Characterization of Phenological Changes Over Various Farming Systems in An Arid and Semi-Arid Region Using Multitemporal Moderate Spatial Resolution Data IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Changing land use patterns is of great importance in environmental studies and critical for land use management decision making over farming systems in arid and semi-arid regions. …	YOUSSEF LEBRINI et. al.	Remote. Sens.	2021-01-01
737	MyGreen: An IoT-Enabled Smart Greenhouse for Sustainable Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This article presents the potential of Internet-of-Things (IoT) in the area of greenhouse farming and leading to the smart agriculture. The different parameters, such as humidity, …	Pradyumna K. Tripathy; Ajaya K. Tripathy; Aditi Agarwal; Saraju P. Mohanty;	IEEE Consumer Electronics Magazine	2021-01-01
738	Cyber-Physical System Security Surveillance Using Knowledge Graph Based Digital Twins – A Smart Farming Usecase IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Rapid advancements in Cyber-Physical System (CPS) capabilities have motivated farmers to deploy this ecosystem on their farms. However, there is a growing concern among users …	Sai Sree Laya Chukkapalli; Nisha Pillai; Sudip Mittal; Anupam Joshi;		2021-01-01
739	Machine Learning-Based Approaches for Tomato Pest Classification IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Insect pests are posing a significant threat to agricultural production. They live in different places like fruits, vegetables, flowers, and grains. It impacts plant growth and …	Gayatri Pattnaik; K. Parvathy;	TELKOMNIKA Telecommunication Computing Electronics and …	2021-01-01
740	Deep Learning-Based Knowledge Extraction From Diseased and Healthy Edible Plant Leaves Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture contributes majorly to all nations’ economies, but crop diseases are now becoming a very big issue that has to be resolving immediately. Because of this, crop/plant …	Udit Jindal; Sheifali Gupta;	Int. J. Inf. Syst. Model. Des.	2021-01-01
741	Machine Learning Based Crop Recommendation System IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The three most basic amenities required for the survival of a human being are food, shelter and clothing. In today’s tech-savvy generation, the latter two have witnessed a huge …	Dhruv Piyush Parikh; Jugal Jain; Tanishq Gupta; Rishit Hemant Dabhade;	International Journal of Advanced Research in Science, …	2021-01-01
742	E-agricultural System Based Intelligent Predictive Analysis and Smart Farming with Digitalized Demand and Supply Utilization to Maximize The Yield Rate of Crops Using Machine Learning Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is one of the essential supplements of our society. Soil is essential to related agriculture. The composition of soil differs from soil to soil. The Growth of Crops is …	A Syed Musthafa;		2021-01-01
743	A Novel Technique Using IoT Based Automated Irrigation System for Smart Farming IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Human beings primary need is to have good quality food. The production of food and the consumption is the basic necessity of each individual. It is predicted that the world would …	R. Dhanalakshmi; L. Kavisankar; S. Balasubramani;		2021-01-01
744	Smart Farming: IoT-Based Plant Leaf Disease Detection and Prediction Using Image Processing Techniques Related Papers Related Patents Related Grants Related Venues Related Experts View	A. Sakila; S. Vijayarani;	Securing IoT in Industry 4.0 Applications with Blockchain	2021-01-01
745	ACE-ADP: Adversarial Contextual Embeddings Based Named Entity Recognition for Agricultural Diseases and Pests Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Entity recognition tasks, which aim to utilize the deep learning-based models to identify the agricultural diseases and pests-related nouns such as the names of diseases, pests, …	XUCHAO GUO et. al.	Agriculture	2021-01-01
746	A Privacy Preservation Model for RFID Data-Collections Is Highly Secure and More Efficient Than LKC-Privacy Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: RFID is a smart label technology that is used in several real-life applications such as inventory management, asset tracking, personnel tracking, controlling access to restricted …	Surapon Riyana; Noppamas Riyana;	The 12th International Conference on Advances in …	2021-01-01
747	Artificial Intelligence and IoT Based Smart Irrigation System for Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The application of the technology needs to be employed to the all phase of agriculture. It needs to be precision agriculture rather than traditional as optimization of the …	Hetal Patel;		2021-01-01
748	DLSense: Distributed Learning-Based Smart Virtual Sensing for Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This work presents the design of an efficient edge-empowered sensor-cloud architecture equipped with a smart virtual sensing scheme for precision agriculture. Traditionally, in …	Rituparna Saha; Aishwariya Chakraborty; Sudip Misra; Sajal K. Das; Chandranath Chatterjee;	IEEE Sensors Journal	2021-01-01
749	A Heterogeneous Lightweight Network for Plant Disease Classification IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The economy of many countries worldwide depends on the agricultural sector. In agriculture, plant cultivation is often affected by diseases. The plant diseases can cause partial …	Theodora Sanida; Dimitris Tsiktsiris; Argyrios Sideris; Minas Dasygenis;	2021 10th International Conference on Modern Circuits and …	2021-01-01
750	Autonomous Robot Based Agriculture Remote Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	Sakthivel. E;	International Journal for Research in Applied Science and …	2021-01-01
751	96. Increasing Adoption of Precision Agriculture Via Gamification: The Farming Simulator Case Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Even though precision farming (PF) technologies offer apparent on-farm and off-farm benefits, their adoption remains low. A lot of efforts are put towards increasing interest …	T. PAVLENKO et. al.	Precision agriculture ’21	2021-01-01
752	Hybrid Neural Network Classification for Irrigation Control in WSN Based Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Decision support systems (DSS) were built using the support of wireless sensors network (WSN) for resolving many real-world issues. Precision agriculture (PA) is the most popular …	Dinesh Kumar Anguraj; Venkata Naresh Mandhala; Debnath Bhattacharyya; Tai-hoon Kim;	Journal of Ambient Intelligence and Humanized Computing	2021-01-01
753	Needs and Challenges of Smart Agriculture and Entrepreneurship Education – A Case Study By The University of Agricultural Sciences, Dharwad, Karnataka, India Related Papers Related Patents Related Grants Related Venues Related Experts View	M. Chetti; K. Ashalatha; S. Dolli;	OCCE	2021-01-01
754	Applications of Machine Learning For Precision Agriculture and Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recent deglobalization movements have had a transformativeimpact and an increase in uncertainty on manyindustries. The advent of technology, Big Data, and MachineLearning (ML) …	SAI GURRAPU et. al.		2021-01-01
755	Reinforcement Learning-Enabled UAV Itinerary Planning for Remote Sensing Applications in Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: UAV path planning for remote sensing aims to find the best-fitted routes to complete a data collection mission. UAVs plan the routes and move through them to remotely collect …	Saeid Pourroostaei Ardakani; Ali Cheshmehzangi;	Telecom	2021-01-01
756	Novel ELICIT Information-based MOORA Approach for Vertical Farming Technology Assessment Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Urban agriculture/farming is a promising solution for cities, yet it cannot exist horizontally in urban areas, so the vertical farming (VF) approach is suggested. VF produces food …	Gülçin Büyüközkan; Deniz Uztürk;	2021 IEEE International Conference on Fuzzy Systems …	2021-01-01
757	A Deep Convolutional Neural Network Approach for Plant Leaf Segmentation and Disease Classification in Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper concerns an approach for developing a set of tools based on computer vision and deep learning to detect and classify plant diseases in smart agriculture. The main …	Ilias Masmoudi; Rachid Lghoul;	Lecture Notes in Networks and Systems	2021-01-01
758	Irrigation Management of Agricultural Reservoir with Correlation Feature Selection Based Binary Particle Swarm Optimization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The requirement for the applied innovation to farming water system is especially required for supplies, as rural water system focuses. Supplies as one of horticulture water system …	Yahya Nur Ifriza; Muhammad Sam’an;	Journal of Soft Computing Exploration	2021-01-01
759	IoT Based Smart Agrotech System for Verification of Urban Farming Parameters IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	AMIT KUMER PODDER et. al.	Microprocess. Microsystems	2021-01-01
760	Computer Vision, IoT and Data Fusion for Crop Disease Detection Using Machine Learning: A Survey and Ongoing Research IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop diseases constitute a serious issue in agriculture, affecting both quality and quantity of agriculture production. Disease control has been a research object in many …	Maryam Ouhami; Adel Hafiane; Youssef Es-Saady; Mohamed El Hajji; Raphaël Canals;	Remote. Sens.	2021-01-01
761	Smart Agriculture – Urgent Need of The Day in Developing Countries IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Raj Kumar Goel; Chandra Shekhar Yadav; Shweta Vishnoi; Ritesh Rastogi;	Sustain. Comput. Informatics Syst.	2021-01-01
762	A Survey on Smart Farming and Warehouse Monitoring Using IOT, Blynk and Other Applications Related Papers Related Patents Related Grants Related Venues Related Experts View	Monisha K S;	International Journal for Research in Applied Science and …	2021-01-01
763	Simplifying A Complex Computer Model: Sensitivity Analysis and Metamodelling of An 3D Individual-based Crop-weed Canopy Model Related Papers Related Patents Related Grants Related Venues Related Experts View	Floriane Colas; Jean-Pierre Gauchi; Jean Villerd; Nathalie Colbach;	Ecological Modelling	2021-01-01
764	Architecture for Analyzing Agriculture Data Using Data Analytics Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The main steps for agricultural practices include preparation of soil, sowing, adding manure, irrigation, harvesting, and storage. For this, one needs to develop modern tools and …	Namratha Birudaraju; Adiraju Prasanth Rao; Sathiyamoorthi V.;		2021-01-01
765	Assessment of The Used Mobile Applications By Small-Scale Farmers at Miono and User Requirements in The Present and Future Mobile Apps Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The revolution of smartphone usage in agriculture by small-scale farmers has improved productivity by establishing a reliable agricultural knowledge information system. Despite …	Ezra Misaki;	2021 IEEE AFRICON	2021-01-01
766	Precision Farming: An Integrated Approach in Developing and Managing Guava Orchards Related Papers Related Patents Related Grants Related Venues Related Experts View	V. Chawda; R. Ghosh; D. Nagar;	Acta Horticulturae	2021-01-01
767	Agro Suraksha: Pest and Disease Detection for Corn Field Using Image Analysis IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In today’s world, due to irregular climatic patterns and other environmental issues various pests will affect the crops. These issues may affect the soil nutrition too. Due to …	S. Devi Mahalakshmi; K. Vijayalakshmi;	J. Ambient Intell. Humaniz. Comput.	2021-01-01
768	Big Data and AI Revolution in Precision Agriculture: Survey and Challenges IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Sustainable agricultural development is a significant solution with fast population development through the use of information and communication (ICT) in precision agriculture, …	Showkat Ahmad Bhat; Nen-Fu Huang;	IEEE Access	2021-01-01
769	A Self-Powered, Real-Time, NRF24L01 IoT Based-Cloud Enabled Service For Smart Agriculture Decision-Making System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) based automation has provided sophisticated research and developments in the field of agriculture. In agriculture field production, using environmental …	K. Lova Raju; V. Vijayaraghavan;		2021-01-01
770	Designing A Framework for Agri Sector Considering Disaster and Climatic Change Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Change of technology, utilization of genetically modified crops, and organic farming can be used to improve the fertility of land and to increase production in farming, but the …	Suchismita Satapathy;		2021-01-01
771	Reference Models for Transmitting Knowledge Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This chapter describes one specific verbal medium of paddy field knowledge transmission, farming proverbs, discussing the role these proverbs play at the nexus of rice farming and …	Lena Kaufmann;		2021-01-01
772	Learn and Share to Control Your Household Pests: Designing A Communication Based App to Bridge The Gap Between Local Guides and The New Users Looking for A Reliable and Affordable Pest Control Solutions Related Papers Related Patents Related Grants Related Venues Related Experts View	Shima Jahani; Raman Ghafari Harivand; Jung Joo Sohn;		2021-01-01
773	Automated Plant Leaf Disease Detection and Classification Using Fuzzy Based Function Network IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, the applications of the computer vision concepts and information communication technology has been observed in number of applications including home automation, …	Siddharth Singh Chouhan; Uday Pratap Singh; Sanjeev Jain;	Wireless Personal Communications	2021-01-01
774	Congestion Control in Cognitive IoT-Based WSN Network for Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Wireless sensor networking is being used extensively in agricultural activities to increase productivity and reduce losses in various ways. The greenhouse simplifies the concept …	DANIYAL ALGHAZZAWI et. al.	IEEE Access	2021-01-01
775	Smart Farming in Sub-Saharan Africa: Challenges and Opportunities Related Papers Related Patents Related Grants Related Venues Related Experts View	Pamela Abbott; Alessandro Checco; Davide Polese;		2021-01-01
776	LoRa-STAR: Optimizing Energy Consumption in LoRa Nodes for Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: LoRa (Long-Range) has become an integral part of IoT applications in the last decade and is a commonly used protocol inside the LPWAN (Low-Power Wide-Area Network) family. …	Ryan Conte; M. D. Shaad Mahmud;	2021 IEEE 7th World Forum on Internet of Things (WF-IoT)	2021-01-01
777	Towards Paddy Rice Smart Farming: A Review on Big Data, Machine Learning, and Rice Production Tasks IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Big Data (BD), Machine Learning (ML) and Internet of Things (IoT) are expected to have a large impact on Smart Farming and involve the whole supply chain, particularly for rice …	Rayner Alfred; Joe Henry Obit; Christie Pei-Yee Chin; Haviluddin Haviluddin; Yuto Lim;	IEEE Access	2021-01-01
778	Recognition of Bloom/Yield in Crop Images Using Deep Learning Models for Smart Agriculture: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is a crucial way to achieve greater yields by utilizing the natural deposits in a diverse environment. The yield of a crop may vary from year to year …	Bini Darwin; Pamela Dharmaraj; Shajin Prince; Daniela Elena Popescu; Duraisamy Jude Hemanth;	Agronomy	2021-01-01
779	Plant Leaf Disease Detection Using CNN Algorithm IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the primary source of economic development in India. The fertility of soil, weather conditions, and crop economic values make farmers select appropriate crops for …	P. Deepalakshmi; T. PrudhviKrishna; S. SiriChandana; K. Lavanya; Parvathaneni Naga Srinivasu;	Int. J. Inf. Syst. Model. Des.	2021-01-01
780	Artificial Intelligence Enabled Plant Emotion Xpresser in The Development Hydroponics System IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	C. H. Vanipriya; Subhash Malladi; Gaurav Gupta;	Materials Today: Proceedings	2021-01-01
781	Machine Learning Based Approach for Weed Detection in Chilli Field Using RGB Images IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming has become imperative these days due to competition, and use of Unmanned Aerial Vehicle (UAV) imagery is becoming an integral part of the process. Machine learning …	NAHINA ISLAM et. al.	Advances in Natural Computation, Fuzzy Systems and …	2021-01-01
782	Multi-stream Hybrid Architecture Based on Cross-level Fusion Strategy for Fine-grained Crop Species Recognition in Precision Agriculture IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	JIAN-LEI KONG et. al.	Comput. Electron. Agric.	2021-01-01
783	Quality Identification: Fruit Grading System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In India, agriculture plays a major role in the economic development. Agriculture must be able to produce fruit of better quality and grow at a faster rate. With the use of …	Monali Chinchamalatpure;	Journal of Information Technology and Sciences	2021-01-01
784	Ensemble Classification and IoT-Based Pattern Recognition for Crop Disease Monitoring System IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) in the agriculture field provides crops-oriented data sharing and automatic farming solutions under single network coverage. The components of IoT collect …	GAYATHRI NAGASUBRAMANIAN et. al.	IEEE Internet of Things Journal	2021-01-01
785	A Farm Management Information System for Semi-Supervised Path Planning and Autonomous Vehicle Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents a farm management information system targeting improvements in the ease of use and sustainability of robot farming systems. The system integrates the …	Hao Wang; Yaxin Ren; Zhijun Meng;	Sustainability	2021-01-01
786	Dynamic Strategic Modeling for Alliance-Driven Data Platforms: The Case of Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	István Koren; Stefan Braun; Marc Van Dyck; Matthias Jarke;		2021-01-01
787	Progressive Contextual Excitation for Smart Farming Application Related Papers Related Patents Related Grants Related Venues Related Experts View	Chia-Hung Bai; Setya Widyawan Prakosa; He-Yen Hsieh; Jenq-Shiou Leu; Wen-Hsien Fang;		2021-01-01
788	The Internet of Things at The Service of Tomorrow’s Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Younés Abbassi; Habib Benlahmar;		2021-01-01
789	An Efficient Pest Classification In Smart Agriculture Using Transfer Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To this day, agriculture still remains very important and plays considerable role to support our daily life and economy in most countries. It is the source of not only food …	Tuan T. Nguyen; Quoc-Tuan Vien; Harin Sellahewa;	EAI Endorsed Trans. Ind. Networks Intell. Syst.	2021-01-01
790	Validation of A TAM Extension in Agriculture: Exploring The Determinants of Acceptance of An E-Learning Platform IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Supporting education and training initiatives has been identified as an effective way to address Sustainable Development Challenges. In this sense, e-learning stands out as one of …	Ivonne Angelica Castiblanco Jimenez; Laura Cristina Cepeda García; Federica Marcolin; Maria Grazia Violante; Enrico Vezzetti;	Applied Sciences	2021-01-01
791	Cloud-Based Approach for Tracking and Monitoring of Hay Bales in Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A farmer’s work focuses on allocating limited resources to their most important duties, while using contractors for capital intensive works. This is typically the way new …	Ilpo Pölönen; Antti Suokannas; Antti Juntunen;	Technology Innovation Management Review	2021-01-01
792	Smart Agriculture Using WSN and IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In India, the agriculture sector has an adverse effect and day by day the crop production is getting reduced. So, it is important to identify and implement a solution for the …	Vijay Kumar Burugari; Prabha Selvaraj; Kanmani Palaniappan;		2021-01-01
793	An Improved Multilayer Perceptron Approach for Detecting Sugarcane Yield Production in IoT Based Smart Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Pengwen Wang; Behzad Aalipur Hafshejani; Daluyo Wang;	Microprocess. Microsystems	2021-01-01
794	Disease Monitoring of Cucumber in Polyhouse Through IoT-Based Mobile Application Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Most countries have an economy that is dependent on agriculture—either in a magnificent or small way, from employment generation to national income contribution—implying that …	Hemalatha R.; Radha S.; Muthumeenakshi K.;		2021-01-01
795	Lightweight Messaging Protocol for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The deployment of precision agriculture is inevitable due to the scarcity of arable land. Many countries such as Japan, Singapore and Taiwan have deploy sensor networks and …	Eng-Kee Tan; Yung-Wey Chong; Raden Arief Setyawan; Muhammad Niswar; Khin Than Mya;	2021 International Conference on Information Networking …	2021-01-01
796	Quality Assessment of Leaves Quality Using Texture and DWT Based Local Feature Extraction Analysis Related Papers Related Patents Related Grants Related Venues Related Experts View	Gittaly Dhingra; Vinay Kumar; Hem Dutt Joshi;	Chemometrics and Intelligent Laboratory Systems	2021-01-01
797	Review and Further Prospects of Plant Disease Detection Using Machine Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Identifying of the plant diseases is essential in prevention of yield and volume losses in agriculture Product. Studies of plant diseases mean studies of visually observable …	VEMPATI RAMSANTHOSH et. al.		2021-01-01
798	A Study of Big Data Application in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural data is typically characterized by at least 3 characteristics: massive data volume, various data sources, and complex structure. With the popularization of …	Jia Chen; Shouwu He; Xiaoying Li;	Journal of Physics: Conference Series	2021-01-01
799	Smart Greenhouse and Plant Growth Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Since the development of agriculture is an important problem for every state, huge funds are allocated to this industry. However, the problem of lack of fresh fruits/vegetables, …	Amantur Umarov; Baurzhan Belgibaev; Mikhail Grif; Madina Mansurova; Serik Kulmamirov;	Periodicals of Engineering and Natural Sciences (PEN)	2021-01-01
800	Extending ONTAgri with Service-Oriented Architecture Towards Precision Farming Application Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The computer science perspective of ontology refers to ontology as a technology, however, with a different perspective in terms of interrogations and concentrations to construct …	Muhammad Fahad; Tariq Javid; Hira Beenish; Adnan Ahmed Siddiqui; Ghufran Ahmed;	Sustainability	2021-01-01
801	A Review of Nano and Micro-encapsulated Phytochemical Compounds for Disease Management in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant extracts (PEs) and essential oils (EOs) contain phytochemical compounds (PCs). Nevertheless, PCs can be degraded when applied on field. The use of nano-encapsulates (NEs) …	Marco Antonio Tucuch-Pérez; Roberto Arredondo-Valdés; Elan Iñaky Laredo-Alcalá; Carmen Natividad Alvarado-Canche; Francisco Daniel Hernández-Castillo;	Acta Agrícola y Pecuaria	2021-01-01
802	An Autonomous Grape-Harvester Robot: Integrated System Architecture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This work pursues the potential of extending “Industry 4.0” practices to farming toward achieving “Agriculture 4.0”. Our interest is in fruit harvesting, motivated by the problem …	ELENI VROCHIDOU et. al.	Electronics	2021-01-01
803	Conceptual Development of An Autonomous Underwater Robot Design for Monitoring and Harvesting Invasive Weeds Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The design of a biomimicry autonomous underwater robot for monitoring and harvesting invasive weeds in lakes is presented in this paper. The systematic design of the robot focuses …	Dithoto Modungwa; Fisseha Mekuria; Mzuziwezulu Kekana;	2021 IEEE AFRICON	2021-01-01
804	Prospect of Machine Learning in Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	R Prajwal; L RajeshS;		2021-01-01
805	Weeds Detection and Classification Using Convolutional Long-Short-Term Memory Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The smart agricultural robotic system can decrease the dependence on various traditional agriculture crop spraying methods such as pesticides, herbicides, and fertilizer. To meet …	Sheeraz Arif; Rajesh Kumar; Shazia Abbasi; Khalid Mohammadani; Kapeel Dev;		2021-01-01
806	Monitoring and Detecting Plant Diseases Using Cloud-Based Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A device composed of actuators is the internet of things. The internet of things (IoT) should be used for enhancing agricultural efficiency in precision agriculture. The bedrock …	Taranjeet Singh; Devendra Singh; S. S. Bedi;		2021-01-01
807	Automatic Monitoring of Smart Greenhouse Parameters and Detection of Plant Diseases By Neural Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This research embodies the idea of greenhouse automation by using the Internet of Things (IoT). The aim of this development is to introduce small agricultural greenhouses and make …	Evgeniy Ivliev; Viktoria Demchenko; Pavel Obukhov;	Smart Innovation, Systems and Technologies	2021-01-01
808	A Review of Applications and Communication Technologies for Internet of Things (IoT) and Unmanned Aerial Vehicle (UAV) Based Sustainable Smart Farming IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To reach the goal of sustainable agriculture, smart farming is taking advantage of the Unmanned Aerial Vehicles (UAVs) and Internet of Things (IoT) paradigm. These smart farms are …	NAHINA ISLAM et. al.	Sustainability	2021-01-01
809	A Swarm Based Bi-directional LSTM-Enhanced Elman Recurrent Neural Network Algorithm for Better Crop Yield in Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a significant role in providing food in a country. It is a major industry in terms of revenue and contributes to the economic development of a country. Global …	K. Mythili;		2021-01-01
810	A Smart Agricultural System to Classify Agricultural Plants and Fungus Diseases Using Deep Learning Related Papers Related Patents Related Grants Related Venues Related Experts View	Oussama Bakkali Yedri; Mohamed Ben Ahmed; Mohammed Bouhorma; Lotfi El Achaak;		2021-01-01
811	Automatic Identification and Monitoring of Plant Diseases Using Unmanned Aerial Vehicles: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Disease diagnosis is one of the major tasks for increasing food production in agriculture. Although precision agriculture (PA) takes less time and provides a more precise …	Krishna Neupane; Fulya Baysal-Gurel;	Remote. Sens.	2021-01-01
812	Cascading Feature Filtering and Boosting Algorithm for Plant Type Classification Based on Image Features IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop and weeds identification is of important steps towards the development of efficient automotive weed control systems. The higher the accuracy of plant detection and …	Adel Bakhshipour;	IEEE Access	2021-01-01
813	Identification of Diseases in Tomato Leaves Using Convolutional Neural Network and Transfer Learning Method Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The high market demand for tomatoes required high productivity in the agricultural sector. Plant disease is a threat that obstructs tomato production. Disease control is essential …	M M F Alim;	Journal of Physics: Conference Series	2021-01-01
814	Smart Hydroponic Greenhouse (Sensing, Monitoring and Control) Prototype Based on Arduino and IOT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Aims: Sensing, monitoring and control the micro-climate measurements and environmental conditions of greenhouse prototype to create a smart hydroponic greenhouse for maximizing …	M. A. Abul-Soud; M. S. A. Emam; Sh. M. Mohammed;	International Journal of Plant and Soil Science	2021-01-01
815	Development of Digital Twin of Plant for Adaptive Calculation of Development Stage Duration and Forecasting Crop Yield in A Cyber-Physical System for Managing Precision Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	PETR SKOBELEV et. al.		2021-01-01
816	Precise Variable Spraying System Based on Improved Genetic Proportional-integral-derivative Control Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Currently, the most efficient method of resolving the pollution problem of weed management is by using variable spraying technology. In this study, an improved genetic …	Yanlei Xu; Xindong Wang; Yuting Zhai; ChenXiao Li; Zongmei Gao;	Transactions of the Institute of Measurement and Control	2021-01-01
817	Comprehensive Multilayer Convolutional Neural Network for Plant Disease Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture has a dominant role in the world’s economy. However, losses due to crop diseases and pests significantly affect the contribution made by the agricultural sector. Plant …	Radhika Bhagwat; Yogesh Dandawate;	International Journal of Advanced Computer Science and …	2021-01-01
818	Image Driven Multi Feature Plant Management with FDE Based Smart Agriculture with Improved Security in Wireless Sensor Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Technology development in satellite, sensor network and image processing has been applied for various issues. Such developments are well adapted towards smart agriculture in …	Jayagopalan Santhosh; P. Balamurugan; G. Arulkumaran; M. Baskar; R Velumani;	Wireless Personal Communications	2021-01-01
819	Reference Measurements in Developing UAV Systems for Detecting Pests, Weeds, and Diseases IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The development of UAV (unmanned aerial vehicle) imaging technologies for precision farming applications is rapid, and new studies are published frequently. In cases where …	JERE KAIVOSOJA et. al.	Remote. Sens.	2021-01-01
820	On Enabling Mobile Crowd Sensing for Data Collection in Smart Agriculture: A Vision IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture enables the efficiency and intelligence of production in physical farm management. Though promising, due to the limitation of the existing data collection …	YUANHAO SUN et. al.	IEEE Systems Journal	2021-01-01
821	Data Visualization and Data Granularity in Delivering Research Data in African Libraries Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Data has been named the new oil that drives development both in academia and in the business world. It has been used to develop new products across all sectors of the global …	Oluwaseun David Adepoju; Ruti Dauphin;		2021-01-01
822	A Method for The Validation of Measurements Collected By Different Monitoring Systems Applied to Aquaculture Processing Plants Related Papers Related Patents Related Grants Related Venues Related Experts View	ALBERTO BARBARESI et. al.	Biosystems Engineering	2021-01-01
823	FarmBot Simulator: Towards A Virtual Environment for Scaled Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture (PA) is considered the future of agriculture since it allows optimizing returns on inputs while preserving resources. To investigate PA strategies, test …	Victor Alexander Murcia; Juan Felipe Palacios; Giacomo Barbieri;	Service Oriented, Holonic and Multi-Agent Manufacturing …	2021-01-01
824	1 Smart Farming: Using IoT and Machine Learning Techniques Related Papers Related Patents Related Grants Related Venues Related Experts View	Parul Verma; Umesh Kumar;		2021-01-01
825	Metaheuristic and Machine Learning-Based Smart Engine for Renting and Sharing of Agriculture Equipment Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recently, many companies have substituted human labor with robotics. Some farmers are sharing different perspectives on the incorporation of technology into farming techniques. …	Manik Rakhra; Ramandeep Singh; Tarun Kumar Lohani; Mohammad Shabaz;	Mathematical Problems in Engineering	2021-01-01
826	Deep Learning Based Time-Series Forecasting Framework for Olive Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, we present a time series forecasting framework that uses deep learning to predict the environmental attributes that affect the olive fruit farming. The proposed …	Mohammed Atef; Ahmed K. F. Khattab; Essam A. Agamy; Mohamed M. Khairy;	2021 IEEE International Midwest Symposium on Circuits and …	2021-01-01
827	Detection of Weed Plants Using Image Processing and Deep Learning Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming is the kind of revenue for the greater part of the Indian populace. One of the significant issues in farming is the control of weeds developing among the plantation crops. …	P. L. Charitha; M. Mydhili; N. Khyathi; P. Pavithra; G. Anuradha;	Lecture Notes in Networks and Systems	2021-01-01
828	Plant Disease Identification Using The Unmanned Aerial Vehicle Images Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Important factors in plant development and the elimination of both qualitative and quantitative declines in crop yield are early and effective identification and evaluation of …	K. Anitha Devi;		2021-01-01
829	An EPSO_CNN Approach to Predict The Soil Texture Properties in Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Prediction of soil is one the important factors in smart farming. The use of near infrared spectroscopy that has exclusive benefit in the forecast of soil moisture content is an …	et. al. K.Anandan;		2021-01-01
830	Plant Disease Detection Using Deep Learning (Convolutional Neural Networks) Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a substantial role in any country’s growth. But, the unfortunate fact is that many plants are wizened due to the inexpert approach towards their growth. Plant …	Nidhi Prashar; A. L. Sangal;	Lecture Notes in Networks and Systems	2021-01-01
831	Smart Agriculture: IoD Based Disease Diagnosis Using WPCA and ANN Related Papers Related Patents Related Grants Related Venues Related Experts View	K. Subhadra; N. Kavitha;		2021-01-01
832	IIoT Based Multimodal Communication Model for Agriculture and Agro-Industries IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The population would reach ten billion by 2050, and experts believe that the agricultural sector needs to boost production by 70% to satisfy the demand. Traditional farming …	Basem Almadani; Saud Mohammad Mostafa;	IEEE Access	2021-01-01
833	Fog Computing Approach for Data Driven in Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: : A large part of these day’s global population is absolutely structured upon agriculture enterprise for its supply of livelihood. Smart agriculture is an improvement which …	Onkar Nath Sinha;		2021-01-01
834	Dynamics Analysis of A Filippov Pest Control Model with Time Delay IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ayman A. Arafa; Soliman A. A. Hamdallah; Sanyi Tang; Yong Xu; Gamal M. Mahmoud;	Commun. Nonlinear Sci. Numer. Simul.	2021-01-01
835	Design and Implementation of An Optical Camera Communication System for Wireless Sensor Networking in Farming Fields Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Optical camera communication (OCC) is an innovative set of optical wireless communication that exploits the ever-increasing availability of cameras and solid-state lighting …	VICENTE MATUS et. al.	2021 IEEE 32nd Annual International Symposium on Personal, …	2021-01-01
836	THE NUTRITION INTAKE CONTROL TOOLS IN HYDROPONIC USING MICROCONTROLLER Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The development of the world of technology combined with agricultural science can benefit farmers and, of course, the community. one of them is farming through the Hydroponic …	Sauthul Fikri; arief Budi Laksono; Ulul Ilmi;		2021-01-01
837	A Powerful Image Synthesis and Semi-supervised Learning Pipeline for Site-specific Weed Detection IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Chengsong Hu; J. Alex Thomasson; Muthukumar V. Bagavathiannan;	Computers and Electronics in Agriculture	2021-01-01
838	Inovações Tecnológicas Em Máquinas Agrícolas Para Controle De Plantas Daninhas Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study aims to characterize and identify the main technological advances in mechanized systems for weed control. The development of precision farming techniques such as …	RAFAEL SOBROZA BECKER et. al.		2021-01-01
839	Cognitive Distributed Computing System for Intelligent Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper contains the obtained results in the research and design of cognitive systems with distributed computing and its applying in Intelligent Agriculture. Only some aspects …	SILVIA MUNTEANU et. al.		2021-01-01
840	Adaptive Small Cell Position Algorithm (ASPA) for Green Farming Using NB-IoT IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Sakshi Popli; Rakesh Kumar Jha; Sanjeev Jain;	J. Netw. Comput. Appl.	2021-01-01
841	Design, Construct and Evaluation of A Single Row Hand-Pushed Mechanical Weed Control Machine Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weed control is one of the major problems in crop and vegetable production in Nigeria. Most of the peasant farmers use manual weeders in their cultivation, a process that is …	A. Saleh; M. L. Suleiman;	Journal of Applied Sciences and Environmental Management	2021-01-01
842	Unmanned Vehicles in Smart Farming: A Survey and A Glance at Future Horizons IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart and Precision Agriculture is nowadays already exploiting advanced drones and machinery, but it is foreseen that in the near future more complex and intelligent applications …	Daniel Madroñal; Francesca Palumbo; Alessandro Capotondi; Andrea Marongiu;	Proceedings of the 2021 Drone Systems Engineering and Rapid …	2021-01-01
843	Security Smart Farming System – AgriPro Related Papers Related Patents Related Grants Related Venues Related Experts View	Janani Tharmaseelan; S. V. Aaran; D. Ravipprasath; P. Jayapragash;		2021-01-01
844	Precision Agriculture With Technologies for Smart Farming Towards Agriculture 5.0 Related Papers Related Patents Related Grants Related Venues Related Experts View	Dhirendra Siddharth; Dilip Kumar Saini; Ajay Kumar;	Unmanned Aerial Vehicles for Internet of Things (IoT)	2021-01-01
845	An Automated Machine Learning Framework in Unmanned Aircraft Systems: New Insights Into Agricultural Management Practices Recognition Approaches IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The recent trend of automated machine learning (AutoML) has been driving further significant technological innovation in the application of artificial intelligence from its …	KAI-YUN LI et. al.	Remote. Sens.	2021-01-01
846	Evaluation of Point Hyperspectral Reflectance and Multivariate Regression Models for Grapevine Water Status Estimation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Monitoring and management of plant water status over the critical period between flowering and veraison, plays a significant role in producing grapes of premium quality. …	Hsiang-En Wei; Miles Grafton; Michael Bretherton; Matthew Irwin; Eduardo Sandoval;	Remote. Sens.	2021-01-01
847	Developing An Aeroponic Smart Experimental Greenhouse for Controlling Irrigation and Plant Disease Detection Using Deep Learning and IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Abstract. Controlling environmental conditions and monitoring plant status in greenhouses is critical to promptly making appropriate management decisions aimed at promoting crop …	MOHAMMADREZA NARIMANI et. al.	2021 ASABE Annual International Virtual Meeting, July …	2021-01-01
848	AgroShadow: A New Sentinel-2 Cloud Shadow Detection Tool for Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Remote sensing for precision agriculture has been strongly fostered by the launches of the European Space Agency Sentinel-2 optical imaging constellation, enabling both academic …	RAMONA MAGNO et. al.	Remote. Sens.	2021-01-01
849	A Smart Agricultural Monitoring System Based on Cloud Platform of Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things technology has greatly improved productivity, including agricultural production. In this paper, a smart agricultural monitoring system is constructed, and …	SHAOWEI CHEN et. al.	2021 IEEE International Conference on Prognostics and …	2021-01-01
850	Security Architecture for Swarms of Autonomous Vehicles in Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, autonomous vehicles are incorporated into farms to facilitate manual labour. Being connected vehicles, as IoT systems, they are susceptible to cyber security attacks …	Belén Martínez-Rodríguez; Sonia Bilbao-Arechabala; Fernando Jorge-Hernandez;	Applied Sciences	2021-01-01
851	Towards Smart Farming Through Machine Learning-Based Automatic Irrigation Planning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The growing scarcity and strong demand for water resources require an urgent policy of measures to ensure the rational use of these resources. Farmers need irrigation planning and …	Asmae El Mezouari; Abdelaziz El Fazziki; Mohammed Sadgal;	Studies in Big Data	2021-01-01
852	Towards Precision Agriculture: IoT-Enabled Intelligent Irrigation Systems Using Deep Learning Neural Network IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recently, precision agriculture has gained substantial attention due to the ever-growing world population demands for food and water. Consequently, farmers will need water and …	Pankaj Kumar Kashyap; Sushil Kumar; Ankita Jaiswal; Mukesh Prasad; Amir H. Gandomi;	IEEE Sensors Journal	2021-01-01
853	Precision Agriculture Using IoT Data Analytics and Machine Learning IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ravesa Akhter; Shabir Ahmad Sofi;	Journal of King Saud University – Computer and Information …	2021-01-01
854	Image Processing Technique for The Detection of Alberseem Leaves Diseases Based on Soft Computing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Detecting plant diseases using the traditional method such as the naked eye can sometimes lead to incorrect identification and classification of the diseases. Consequently, this …	Eimad Abdu Abusham;		2021-01-01
855	A Review of Plant Phenotypic Image Recognition Technology Based on Deep Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant phenotypic image recognition (PPIR) is an important branch of smart agriculture. In recent years, deep learning has achieved significant breakthroughs in image recognition. …	JIANBIN XIONG et. al.	Electronics	2021-01-01
856	SoftIoT: A Resource-aware SDN/NFV-based IoT Network IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Israat Haque; Dipon Saha;	Journal of Network and Computer Applications	2021-01-01
857	Emerging Technology Amendment Study in Smart Agro Farming to Diagnose The Agro Product Diseases Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Environmental habitation and ecosystem management are some vital issues for agro-farming. Smart monitoring of the agricultural activities is the major issue in recent years due to …	Nilamadhab Mishra;		2021-01-01
858	Comparison of Light-Weight Multi-Scale CNNs for Texture Regression in Agricultural Context Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: While texture classification has a long history in image preprocessing tasks, its application in agriculture has only recently gained attention in the context of digital farming. …	Tilo Strutz; Alexander Leipnitz;	2020 28th European Signal Processing Conference (EUSIPCO)	2021-01-01
859	Regional Agricultural Industry Economic Development Based on Embedded System and Internet of Things IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yi Li; Yang Zheng;	Microprocess. Microsystems	2021-01-01
860	Deployment of 5G Experiments on Underserved Areas Using The Open5GENESIS Suite Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper shows how the Open5GENESIS suite can be used for executing 5G experiments at rural and underserved areas, integrating technologies such as edge computing and satellite …	ALEJANDRO FORNES-LEAL et. al.	2021 International Conference on Smart Applications, …	2021-01-01
861	Modeling of The Scheme of Location of Active Raining Equipment of The Closed Irrigation System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The purpose of the study is to develop a procedure for determining the parameters of the layout of active sprinkler equipment in closed irrigation systems. This paper presents the …	Serhii Karpenko; Yurii Lebedenko; Hanna Rudakova; Antonina Rudakova;		2021-01-01
862	Smart Agriculture Cloud Using AI Based Techniques IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This research proposes a generic smart cloud-based system in order to accommodate multiple scenarios where agriculture farms using Internet of Things (IoTs) need to be monitored …	MUHAMMAD JUNAID et. al.	Energies	2021-01-01
863	Towards Fish Individuality-Based Aquaculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: By bringing concepts of precision farming to intensive aquaculture fish production, it can be optimized to be more sustainable while focusing on fish welfare criteria. This …	RUDOLF SCHRAML et. al.	IEEE Transactions on Industrial Informatics	2021-01-01
864	Machine Vision and Machine Learning Based Fruit Quality Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The efficiency of the logistics of agricultural food needs to assure that its products are safe and ofquality. This would earn the trust of consumers. To provide smart farming and …	C. S. Anita; P. Nagarajan; E. Lakshminarayanan; M. Naveen Sankar; V. R. Rishikanth;		2021-01-01
865	The Application of An Unmanned Aerial System and Machine Learning Techniques for Red Clover-Grass Mixture Yield Estimation Under Variety Performance Trials Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A significant trend has developed with the recent growing interest in the estimation of aboveground biomass of vegetation in legume-supported systems in perennial or semi-natural …	KAI-YUN LI et. al.	Remote. Sens.	2021-01-01
866	Data Sharing Platforms: How Value Is Created from Agricultural Data IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Matthew Wysel; Derek Baker; William Billingsley;	Agricultural Systems	2021-01-01
867	Design and Development of A Servo-controlled Target-oriented Robotic Micro-dose Spraying System in Precision Weed Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The broadcast spraying method using excessive amounts of pesticides is generally preferred for weed control in agriculture. In this study, a mobile robot was developed and tested …	Ömer Barış Özlüoymak;	Semina-ciencias Agrarias	2021-01-01
868	Empathising, Defining and Ideating with The Farming Community to Develop A Geotagged Photo App for Smart Devices: A Design Thinking Approach IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ursula Kenny; Áine Regan; Dave Hearne; Christine O’Meara;	Agricultural Systems	2021-01-01
869	Oil Palm Tree Detection and Counting for Precision Farming Using Deep Learning CNN Related Papers Related Patents Related Grants Related Venues Related Experts View	K. KIPLI et. al.	International Conference on Trends in Computational and …	2021-01-01
870	Real-Time Automated Classification of Sky Conditions Using Deep Learning and Edge Computing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The radiometric quality of remotely sensed imagery is crucial for precision agriculture applications because estimations of plant health rely on the underlying quality. Sky …	Joby M. Prince Czarnecki; Sathishkumar Samiappan; Meilun Zhou; Cary Daniel McCraine; Louis Wasson;	Remote. Sens.	2021-01-01
871	An Intelligent VegeCareAI Tool for Next Generation Plant Growth Management Related Papers Related Patents Related Grants Related Venues Related Experts View	Makoto Ikeda; Natwadee Ruedeeniraman; Leonard Barolli;	Internet Things	2021-01-01
872	Structural and Functional Characterization of Allatostatin Receptor Type-C of Thaumetopoea Pityocampa, A Potential Target for Next-Generation Pest Control Agents Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Insect neuropeptide receptors, including allatostatin receptor type C (AstR-C), a G protein-coupled receptor, are among the potential targets for designing next-generation …	AIDA SHAHRAKI et. al.	Journal of chemical information and modeling	2021-01-01
873	Innovation of Agricultural Economic Management in The Process of Constructing Smart Agriculture By Big Data IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yan Su; Xianping Wang;	Sustain. Comput. Informatics Syst.	2021-01-01
874	A Feasible IoT-Based System for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents a feasible and a low-cost IoT based monitoring system for precision agriculture, with emphasis to viticulture. A field/crop data are acquired by self-powered …	RADOVAN STOJANOVIC et. al.	2021 10th Mediterranean Conference on Embedded Computing …	2021-01-01
875	SCADA-NLI: A Natural Language Query and Control Interface for Distributed Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Human–Computer natural language interaction is helpful to reduce the operation and maintenance cost of the SCADA system, and it is necessary to solve the complex natural language …	Hao Wu; Chunshan Shen; Zhuangzhuang He; Yongmei Wang; Xinyuan Xu;	IEEE Access	2021-01-01
876	Path Loss Characterization Using Machine Learning Models for GS-to-UAV-Enabled Communication in Smart Farming Scenarios Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The purpose of this paper was to predict the path loss characterization of the ground-to-air (G2A) communication channel between the ground sensor (GS) and unmanned aerial vehicle …	Sarun Duangsuwan; Phakamon Juengkittikul; Myo Myint Maw;	International Journal of Antennas and Propagation	2021-01-01
877	Deep Learning-based Classification of Fruit Diseases: An Application for Precision Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	INZAMAM MASHOOD NASIR et. al.	Cmc-computers Materials & Continua	2021-01-01
878	A Comprehensive Review on The Application of Internet of Thing (IoT) in Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: IoT-based smart farming techniques have come up as one of the solutions to tackle the effect of climate change, water scarcity, etc. which are the prime reason for the decline of …	Abhishek Srivastava; Dushmanta Kumar Das;	Wireless Personal Communications	2021-01-01
879	Low-cost Experimental Application of Real-time Kinematic Positioning for Increasing The Benefits in Cereal Crops Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditional agriculture is facing several challenges worldwide such as increased population growth, rapid forestry and urbanization, resource scarcity, climate change, …	Abdelhamid Tayebi; Josefa Gomez; Marián Fernández; Francisco Saez de Adana; Óscar Ramón Ramos Gutiérrez;	International Journal of Agricultural and Biological …	2021-01-01
880	Remote Sensing and Machine Learning in Crop Phenotyping and Management, with An Emphasis on Applications in Strawberry Farming IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Measurement of plant characteristics is still the primary bottleneck in both plant breeding and crop management. Rapid and accurate acquisition of information about large plant …	Caiwang Zheng; Amr H. Abd-Elrahman; Vance Whitaker;	Remote. Sens.	2021-01-01
881	Inorganic Smart Nanoparticles: A New Tool to Deliver CRISPR Systems Into Plant Cells Related Papers Related Patents Related Grants Related Venues Related Experts View	Manal Mostafa; Farah K. Ahmed; Mousa Alghuthaymi; Kamel A. Abd-Elsalam;		2021-01-01
882	Structured Ecological Cultivation with Autonomous Robots in Indoor Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A robotic system for indoor organic farming is presented in this paper. The system consists of heterogeneous robot agents with specific abilities, able to execute certain tasks …	MARSELA POLIC et. al.	2021 16th International Conference on Telecommunications …	2021-01-01
883	Advancing E-Government Using Internet of Things IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) is the most revolutionary and attractive technology of today without which it is nearly impossible to imagine the future due to its applications in …	Malti Bansal; Varun Sirpal; Mitul Kumar Choudhary;	Mobile Computing and Sustainable Informatics	2021-01-01
884	Automated Tracking Systems for The Assessment of Farmed Poultry Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The world’s growing population is highly dependent on animal agriculture. Animal products provide nutrient-packed meals that help to sustain individuals of all ages in communities …	Suresh Neethirajan;		2021-01-01
885	An Efficient IoT Based Smart Farming System Using Machine Learning Algorithms IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper suggests an IoT based smart farming system along with an efficient prediction method called WPART based on machine learning techniques to predict crop productivity and …	Nermeen Gamal Rezk; Ezz El-Din Hemdan; Abdel-Fattah Attia; Ayman El-Sayed; Mohamed A. El-Rashidy;	Multimedia Tools and Applications	2021-01-01
886	Network Data Acquisition Method Based on Crop Pest Control Knowledge Related Papers Related Patents Related Grants Related Venues Related Experts View	Chunyu Han; Jiandong Fang; Bajin Li; Yudong Zhao;		2021-01-01
887	Internet of Things-Based Smart Farming Monitoring System for Bolting Reduction in Onion Farms Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: According to the Pakistan Bureau of Statistics, Pakistan is amongst the top ten onion-producing countries in the world. Though in Pakistan, most of the districts of Khyber …	ZAHID KHAN et. al.	Sci. Program.	2021-01-01
888	FUAS LiDAR Crop LAI Estimations from Canopy Density Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Unmanned Aircraft Systems (UAS), with the ability to fly close to the ground and under clouds, make it possible to collect data at unprecedented spatial and temporal resolutions. …	Jordan Steven Bates; Carsten Montzka; Marius Schmidt; François Jonard;	2021 IEEE International Geoscience and Remote Sensing …	2021-01-01
889	An IoT- Enabled Augmented Reality Framework for Plant Disease Detection IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Received: 11 March 2021 Accepted: 12 June 2021 Augmented reality system enables effective interaction with field view data and executes a particular task effectively by visual …	VIJAYAKUMAR PONNUSAMY et. al.	Rev. d’Intelligence Artif.	2021-01-01
890	Soil Sensors-Based Prediction System for Plant Diseases Using Exploratory Data Analysis and Machine Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases cause losses to agricultural production and hence, the economy. This necessitates a need to develop prediction models for the plant disease detection and …	Manish Kumar; Ahlad Kumar; Vinay S. Palaparthy;	IEEE Sensors Journal	2021-01-01
891	A LoRa-Based Multisensor IoT Platform for Agriculture Monitoring and Submersible Pump Control in A Water Bamboo Field IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents a long-range (LoRa)-based Internet of Things (IoT) system that consists of a series of IoT units in the field, as well as several servers for agriculture …	Yaw-Wen Kuo; Wei-Ling Wen; Xue-Fen Hu; Ying-Ting Shen; Shen-Yun Miao;		2021-01-01
892	Disease Detection Using CNN and Transfer Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant disease have great affect over the productivity of fruits and vegetables in rural area. It is estimated that pest and diseases cause loss of 20% crops in rural area vs 10% …	Sachin Kumar Jha; Aditya Raj; Rahul Kumar; Vikash Vishal;		2021-01-01
893	Guest Editorial Special Issue on Smart Sensing for Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Seamless integration of sensor technologies with traditional agriculture has led to a revolutionary transformation in agriculture. This has motivated researchers to use sensor …	Hari Prabhat Gupta; Houbing Song; Biplab Sikdar; Tanima Dutta; Jan Faigl;	IEEE Sensors Journal	2021-01-01
894	Optimization-assisted Water Supplement Mechanism with Energy Efficiency in IoT Based Greenhouse Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Remarkable resource management and energy efficiency improvements can be achieved in greenhouses using innovative technological advancements and modern agricultural methods. …	Azimbek Khudoyberdiev; Israr Ullah; Do-Hyeun Kim;	J. Intell. Fuzzy Syst.	2021-01-01
895	Analysis of in Vivo Plant Stem Impedance Variations in Relation with External Conditions Daily Cycle IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: World population growth and desertification are the most severe issue to agricultural food production. Smart agriculture is a promising solution to ensure food security. The use …	UMBERTO GARLANDO et. al.	2021 IEEE International Symposium on Circuits and Systems …	2021-01-01
896	Design and Analysis of Photovoltaic Powered Battery-Operated Computer Vision-Based Multi-Purpose Smart Farming Robot IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farm machinery like water sprinklers (WS) and pesticide sprayers (PS) are becoming quite popular in the agricultural sector. The WS and PS are two distinct types of machinery, …	ANEESH A. CHAND et. al.	Agronomy	2021-01-01
897	Internet-of-Things-Enabled SmartVillages: An Overview IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) plays a vital role in smart village applications where IoT devices and automation would find its applications in agriculture, healthcare, education, and …	Prasenjit Chanak; Indrajit Banerjee;	IEEE Consumer Electronics Magazine	2021-01-01
898	Predictive Models for Agricultural Management Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper is devoted to the development of predictive models for decision support systems applied in precision farming. Application of predictive models makes it possible to use …	Natalia N. Bakhtadze; Evgeny M. Maximov; Natalia E. Maximova; Lamara N. Kozlovskaya;	International Journal of Environmental Science and …	2021-01-01
899	Yield Estimation in Mango Orchards Using Machine Vision Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The world is changing day by day through technical innovations. Due to urbanization, climatic changes, land degradation, water scarcity and also through industrial revolution, …	M. V. Neethi; A. Geetha Kiran; Harshvardhan Tiwari;		2021-01-01
900	Using Multioutput Learning to Diagnose Plant Disease and Stress Severity Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Early diagnosis of leaf diseases is a fundamental tool in precision agriculture, thanks to its high correlation with food safety and environmental sustainability. It is proven …	Gianni Fenu; Francesca Maridina Malloci;	Complex.	2021-01-01
901	High-precision GNSS for Agricultural Operations Related Papers Related Patents Related Grants Related Venues Related Experts View	Manuel Perez-Ruiz; Jorge Martínez-Guanter; Shrini K. Upadhyaya;		2021-01-01
902	Detection of Plant Diseases Using Convolutional Neural Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Abstract: Introduction of various technologies like Artificial Intelligence, Image Processing, etc. there has been a significant improvement in the growth of various sectors. They …	Krishna Vamsi Kurumaddali;	International Journal for Research in Applied Science and …	2021-01-01
903	A GIS Assessment of The Suitability of Tilapia and Clarias Pond Farming in Tanzania Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Aquaculture production in Tanzania has increased in recent years, responding to an increased demand for fish, but the scale and productivity of smallholder aquaculture remains …	Håkan Berg; Deogratias Mulokozi; Lars Udikas;	ISPRS Int. J. Geo Inf.	2021-01-01
904	Smart Gardening Using IOT Based Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a vital role in the country’s development. More than 72 percent of humans in our country rely on agriculture, accounting for one-third of those who invest in …	Kokila Varaprasad;	International Journal for Research in Applied Science and …	2021-01-01
905	A Conceptual Model: Securing Resources Through A Decentralized Access Control Using Blockchain Technology for Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	MAT RAZALI NOOR AFIZA et. al.		2021-01-01
906	Future Smart Home Appliances Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things is a physical device and objects that collect data, store, and analyze the data. In-home appliances manually operated activities and functions. The IoT uses …	Pattlola Srinivas; M. Swami Das; Y. L. Malathi Latha;		2021-01-01
907	Web App Analysis and Identification of Macro Nutrients of Leaf Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: India is an agricultural country. Farmers are experiencing great difficulties in managing the fertilizer usage and decease rectification. Non-destructive nutrient deficiency …	Bruffen R B K;	International Journal for Research in Applied Science and …	2021-01-01
908	Smart Proactive Warning System for Early Prediction of Potato Late Blight Via Machine Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is one of the applications which may use the Machine learning technology to maximize the crops productivity, optimize the quality of the crops, and minimize …	Samer I. Mohamed;	Revista Gestão Inovação e Tecnologias	2021-01-01
909	Agricultural Plant Leaf Disease Detection Using Deep Learning Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agricultural domain plays a vital role in our daily life. So, it is important to clarify that measures are taken to detect any diseases on agricultural plants’ leaves. Plant …	Jashraj Karnik; Anil Suthar;	SSRN Electronic Journal	2021-01-01
910	Hybrid Clustering and Routing Algorithm for Node Performance Improvement in Wireless Sensor Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: These days Wireless Sensor Networks (WSN) have been used in various Internet of Things (IoT) applications viz., healthcare monitoring, disaster management, smart buildings, smart …	Chetan Kumar Gopal Ram;		2021-01-01
911	Frontier: Autonomy in Detection, Actuation, and Planning for Robotic Weeding Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: HighlightsRecent research and development efforts center around developing smaller, portable robotic weeding systems.Deep learning methods have resulted in accurate, fast, and …	Piyush Pandey; Hemanth Narayan Dakshinamurthy; Sierra N. Young;	Transactions of the ASABE	2021-01-01
912	Integrated Hybrid Design for Irrigation Control with Intelligent Feeder System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Developed agriculture needs to find new ways to improve efficiency. One approach is to utilize the available information technologies in the form of more intelligent machines to …	P M Mankale; Sharad Tukaram Zalag; Mahesh Vishnupant Waghmode;		2021-01-01
913	DA-WDGN: Drone-Assisted Weed Detection Using GLCM-M Features and NDIRT Indices Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The exponential growth of drone technology and its computational methods has led to a surge in agricultural applications employing drones. In this paper, a Drone-Assisted Weed …	GUNASEKARAN RAJA et. al.	IEEE INFOCOM 2021 – IEEE Conference on Computer …	2021-01-01
914	Collection of Data With Drones in Precision Agriculture: Analytical Model and LoRa Case Study IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Unmanned aerial vehicles (UAVs) are autonomous devices employed as data collectors in precision agriculture to support a large number of applications. These UAVs gather data from …	Antonio Caruso; Stefano Chessa; Soledad Escolar; Jesús Barba; Juan C. López;	IEEE Internet of Things Journal	2021-01-01
915	Portable Wireless Node Design for Smart Agricultural System Based on Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents a pair of portable wireless nodes for a smart agricultural system to control and monitor the agricultural parameters based on Internet of Things (IoT). This …	Adnan Rafi Al Tahtawi; Erick Andika; Wildan Nurfauzan Harjanto;		2021-01-01
916	A Novel Approach to Optimize Water and Fertilizers in Agriculture Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents a new method for supplying nutrients to the farm. This novel method uses IoT and Wireless Sensor Network in Farming. Soil Moisture sensor and humidity sensor …	D.Louisa Mary; M. Ramakrishnan;	International Journal on Cybernetics & Informatics	2021-01-01
917	IoT-Based Home Vertical Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Worldwide, around three million hectares of agricultural land are lost each year as a result of soil degradation and conversion for various development purposes, which in turn …	V. S. Abhay; V. H. Fahida; T. R. Reshma; C. K. Sajan; Siddharth Shelly;		2021-01-01
918	Accuracy and Efficiency Comparison of Object Detection Open-Source Models IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In agriculture, weeds cause direct damage to the crop, and it primarily affects the crop yield potential. Manual and mechanical weeding methods consume a lot of energy and time …	Brahim Jabir; Noureddine Falih; Khalid Rahmani;		2021-01-01
919	A Portable Agricultural Robot for Continuous Apparent Soil Electrical Conductivity Measurements to Improve Irrigation Practices Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Near-ground sensing data, such as geospatial measurements of soil apparent electrical conductivity (ECa), are used in precision agriculture to improve farming practices and …	Merrick Campbell; Keran Ye; Elia Scudiero; Konstantinos Karydis;	2021 IEEE 17th International Conference on Automation …	2021-01-01
920	Anomaly-Based Intrusion Detection Systems in IoT Using Deep Learning: A Systematic Literature Review IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) concept has emerged to improve people’s lives by providing a wide range of smart and connected devices and applications in several domains, such as …	MUAADH A. ALSOUFI et. al.	Applied Sciences	2021-01-01
921	IoT & AI Based System for Fish Farming: Case Study of Benin IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture including aquaculture has been changing through multiple technological transformations in recent years. The Internet of Things (IoT) and Artificial Intelligence (AI) …	B. Emmanuel Agossou; Takahara Toshiro;	Proceedings of the Conference on Information Technology for …	2021-01-01
922	Smarter Robotic Sprayer System for Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The automation of agricultural processes is expected to positively impact the environment by reducing waste and increasing food security, maximising resource use. Precision …	André Rodrigues Baltazar; Filipe Neves dos Santos; António Paulo Moreira; António Valente; José Boaventura Cunha;	Electronics	2021-01-01
923	Internet of Things and Machine Learning Applications for Smart Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture forms the major part of our Indian economy. In the current world, agriculture and irrigation are the essential and foremost sectors. It is a mandatory need to apply …	R. SIVAKUMAR et. al.		2021-01-01
924	Iot-Based Secure And Energy Efficient Scheme For Precision Agriculture Using Blockchain And Improved Leach Algorithm IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is a trending technology that helps in improving the agricultural productivity. This technique combines various technologies like Internet of Things (IoT), …	Sujatha Jamuna Anand;		2021-01-01
925	Internet of Things Smart Farming Architecture for Agricultural Automation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the increase of global demand for food and with the adoption of the trends of local sourcing and locally grown produce, the need for gardening and farming automation …	Adrián Sánchez-Mompó; Heloise Barbier; Won-Jae Yi; Jafar Saniie;	2021 IEEE International Conference on Electro Information …	2021-01-01
926	Smart Hydroponic System Using IOT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Hydroponic agriculture comes as an answer to restricted agricultural land that may cause a decline in agricultural production capacity. In hydroponic there is a challenge of …	Gokul S; Ismail Mulla; Nagaraja K; Pramoth Sakthi; Revathi GP;	SSRN Electronic Journal	2021-01-01
927	A New Alternative to Determine Weed Control in Agricultural Systems Based on Artificial Neural Networks (ANNs) IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	ALEX LIMA MONTEIRO et. al.	Field Crops Research	2021-01-01
928	Precision in Agriculture Decision Making Based on Machine Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming is the one of the major occupations in India. Increase in population is increasing the demand of food, whereas soil degradation causing decrease in yield. Technology is …	Ratnmala Bhimanpallewar; M.R. Narasinga Rao;	Technology in Agriculture [Working Title]	2021-01-01
929	Simultaneous Optimization of Circadian and Color Performance for Smart Lighting Systems Design Related Papers Related Patents Related Grants Related Venues Related Experts View	M. MARÍN-DOÑÁGUEDA et. al.	Energy and Buildings	2021-01-01
930	Can Commercial Low-Cost Drones and Open-Source GIS Technologies Be Suitable for Semi-Automatic Weed Mapping for Smart Farming? A Case Study in NE Italy IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weed management is a crucial issue in agriculture, resulting in environmental in-field and off-field impacts. Within Agriculture 4.0, adoption of UASs combined with spatially …	PIETRO MATTIVI et. al.	Remote. Sens.	2021-01-01
931	ICT in Rural Areas from The Perspective of Dairy Farming: A Systematic Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study presents a systematic review of 169 papers concerning the ICT (Information and Communication Technologies) related to rural areas, specifically to dairy farms. The …	Alba Vázquez-López; Martín Barrasa-Rioja; Manuel Marey-Pérez;	Future Internet	2021-01-01
932	Design and Implementation of Smart Agricultural Systems Based on Networked PLC and Mobile App Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With economic development and changes in the industrial environment in the world, it is necessary to build an automated production line in the modern factory. Because of the …	Chen Chiu; Jin-Shyan Lee; Hsin-Han Chiang;	2021 IEEE International Conference on Consumer …	2021-01-01
933	Characterization Of Plant Disease Prediction Using Convolutional Neural Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is one of the main factor that decides the growth of any country. In India itself around 65% of the population is based on agriculture. Due to various seasonal …	et. al. ShobhaRani.P;		2021-01-01
934	PROCESS APPROACH – PREVENTION OR RESPONSE IN QUALITY MANAGEMENT OF PLANT PROTECTION ACTIVITIES Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In modern farming, pest control on agricultural crops is becoming increasingly important to ensure that all stakeholder requirements are met. This report examines the specifics of …	Daniel Stoilov;	AGRIBUSINESS AND RURAL AREAS – ECONOMY, INNOVATION AND …	2021-01-01
935	Methodological Aspects of The Digital Technology Efficiency in Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The article presents the results of studies on the development and substantiation of methodological provisions for assessing the effectiveness of digital technologies in precision …	Anatoli Takun; Sviatlana Makrak; Sviatlana Takun;		2021-01-01
936	Plant Disease Detection Based on Lightweight CNN Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The human population keeps increasing over the last decades. It requires a significant increase in agricultural production. However, the agricultural production is greatly …	Yang Liu; Guoqin Gao; Zhenhui Zhang;	2021 4th International Conference on Information and …	2021-01-01
937	Implementation of Returning Farmers Database Set Using Characteristics Information And Local Environment Information Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, returning farms are attracting attention as a new way of life from urbanites who are about to retire. Returning farming means that the population living in the …	Sun-Ae Park Et.al;		2021-01-01
938	A Survey on The 5G Network and Its Impact on Agriculture: Challenges and Opportunities IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	YU TANG et. al.	Comput. Electron. Agric.	2021-01-01
939	A Method to Quantify The Detailed Risk of Serious Injury in Agricultural Production Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural injuries are a valuable social sustainability indicator. However, current methods use sector-scale production data, so are unable to assess the impact of changes in …	NOHA MAHMOUD et. al.	Sustainability	2021-01-01
940	Distributed and Parallel Simulation Methods for Pest Control and Crop Monitoring with IoT Assistance Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In today’s world, Agriculture moves toward technological advancements termed as Modern Agriculture. The usage of multiple pest control and crop management frameworks plays a …	Erlin Tian; Zuhe Li; Wei Huang; Haizhen Ma;	Acta Agriculturae Scandinavica, Section B — Soil & Plant …	2021-01-01
941	An Event-based Microservice Platform for Autonomous Cyber-Physical Systems: The Case of Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, we are realizing the Internet of Things capabilities as it has found many applications in the social and business life. Myriads of IoT devices have spread in everyday …	DIMITRIS GKOULIS et. al.	2021 16th International Conference of System of Systems …	2021-01-01
942	A Secret Data Sharing Model for Agriculture Experts in Federated Cloud Based on Polynomial Based Encrypted Scheme Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A shift in computation from PC’s to Cloud allows more number of users to involve in cooperative computation on various categories of data wish to merge their expertise and thereby …	V. Keerthi; T. Anuradha;		2021-01-01
943	An Approach to Plant Disease Detection Using Deep Learning Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the backbone of Indian economy. Conventional farming systems are no longer being followed by our generation, due to lack of knowledge and expertise. Advancement of …	J Bhuvana; T. T Mirnalinee;	ITECKNE	2021-01-01
944	Microbiological Properties of Beejamrit, An Ancient Indian Traditional Knowledge, Uncover A Dynamic Plant-Beneficial Microbial Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Beejamrit is an ancient organic formulation commonly used as a seed treatment in organic and natural farming in India. This low-cost input is primarily composed of cow dung, cow …	SHIBASIS MUKHERJEE et. al.		2021-01-01
945	Blockchain Simulation Environment on Multi-image Encryption for Smart Farming Application Related Papers Related Patents Related Grants Related Venues Related Experts View	Irawan Widi Widayat; Mario Köppen;		2021-01-01
946	MAC Layer Communication Protocol Design Using Stochastic Network Calculusfor Underwater Agriculture Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: : The hazardous in seawater network, channel utilization, and MAC layer protocol design induces the research challenges and opportunities of underwater acoustic communications, …	Saravanan M, Rajeev Sukumaran, MR Christhuraj, Manikandan TT;		2021-01-01
947	Camera-Based Vegetation Index from Unmanned Aerial Vehicles Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture assumes a vital role in human life because it provides food, feed for livestock, and bioenergy. The agricultural sector is expected to meet the needs of secure and …	Toni Kusnandar; Kridanto Surendro;	6th International Conference on Sustainable Information …	2021-01-01
948	Research Progress on Synergistic Technologies of Agricultural Multi-Robots IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Multi-robots have shown good application prospects in agricultural production. Studying the synergistic technologies of agricultural multi-robots can not only improve the …	Wenju Mao; Zhijie Liu; Heng Liu; Fuzeng Yang; Meirong Wang;	Applied Sciences	2021-01-01
949	How Can Unmanned Aerial Vehicles Be Used for Detecting Weeds in Agricultural Fields? IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weeds are among the most harmful abiotic factors in agriculture, triggering significant yield loss worldwide. Remote sensing can detect and map the presence of weeds in various …	NUR ADIBAH MOHIDEM et. al.	Agriculture	2021-01-01
950	Smart Farming Techniques for New Farmers Using Machine Learning Related Papers Related Patents Related Grants Related Venues Related Experts View	Ramena Venkata Satya Rohit; Dhrati Chandrawat; D. Rajeswari;		2021-01-01
951	An Efficient Geostatistical Analysis Tool for On-farm Experiments Targeted at Localised Treatment Related Papers Related Patents Related Grants Related Venues Related Experts View	Huidong Jin; K. Shuvo Bakar; Brent L. Henderson; Robert G.V. Bramley; David L. Gobbett;	Biosystems Engineering	2021-01-01
952	Smart Sensing Based Functional Control for Reducing Uncertainties in Agricultural Farm Data Analysis IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming is a promising application area that relies on diverse intelligent and communication technologies to ease the outcome of the farming process. The multi-level …	Gunasekaran Manogaran; Mamoun Alazab; Khan Muhammad; Victor Hugo C. de Albuquerque;	IEEE Sensors Journal	2021-01-01
953	Crop Recommendation on Analyzing Soil Using Machine Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a significant role in increasing the economic development of our nation. Crop production has greatly affected due to changes in weather pattern. Emerging …	Anguraj.K Et al.;		2021-01-01
954	Automated Pest Detection With DNN on The Edge for Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Artificial intelligence has smoothly penetrated several economic activities, especially monitoring and control applications, including the agriculture sector. However, research …	Andrea Albanese; Matteo Nardello; Davide Brunelli;	IEEE Journal on Emerging and Selected Topics in Circuits …	2021-01-01
955	Individual Heterogeneity Affects The Outcome of Small Mammal Pest Eradication Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: 1. The eradication of invasive small mammal pests is a challenging undertaking, but is needed in many areas of the world to preserve biodiversity. Trapping and poisonous baits are …	Giorgia Vattiato; Michael J. Plank; Alex James; Rachelle N. Binny;	Theoretical Ecology	2021-01-01
956	Hyperspectral Reflectance and Indices for Characterizing The Dynamics of Crop-Weed Competition for Water IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Understanding the spectral characteristics of crops in response to stress caused by weeds is a basic step in improving the precision of agricultural technologies that manage weeds …	Inbal Ronay; Jhonathan E. Ephrath; Hanan Eizenberg; Dan G. Blumberg; Shimrit Maman;	Remote. Sens.	2021-01-01
957	Adoption and Diffusion of Digital Farming Technologies – Integrating Farm-level Evidence and System Interaction IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Linmei Shang; Thomas Heckelei; Maria K. Gerullis; Jan Börner; Sebastian Rasch;	Agricultural Systems	2021-01-01
958	Rice Plant Disease, Crop Stages Endemic And Control Measures – A Survey Related Papers Related Patents Related Grants Related Venues Related Experts View	A. Srinivasan; P. Neelamegam; T. Gayathri Devi;	International Journal of Advanced Intelligence Paradigms	2021-01-01
959	Designing A Smart Honey Supply Chain for Sustainable Development IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agricultural systems can ensure food security at the source, combat counterfeits and mislabeled goods, garner and preserve trust, and reduce the price of product …	Max A. S. Rünzel; Edgar E. Hassler; Richard E. L. Rogers; Giovanni Formato; Joseph A. Cazier;	IEEE Consumer Electronics Magazine	2021-01-01
960	Construction of Agricultural Plant Protection Drones Platform Based on Cloud Computing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural plant protection drones are widely used in agriculture, and agricultural plant protection drones are facing control and regulatory difficulties. The agricultural …	Jianqiao Liu; Gang Sun; Zhongxin Wang; Jia Zhao;	Advances in Natural Computation, Fuzzy Systems and …	2021-01-01
961	Prediction of Environment Variables in Precision Agriculture Using A Sparse Model As Data Fusion Strategy IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	L. Mancipe-Castro; R.E. Gutiérrez-Carvajal;	Information Processing in Agriculture	2021-01-01
962	Smart Agriculture and Farming Services Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: IoT technology is used in many areas like the smart wearables, connected devices, automated machines, and driverless cars. However, in agriculture, the IoT has brought the …	Sunita Gupta; Sakar Gupta;		2021-01-01
963	Data-Driven Artificial Intelligence Applications for Sustainable Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: One of the main challenges for the implementation of artificial intelligence (AI) in agriculture includes the low replicability and the corresponding difficulty in systematic data …	MARIA TERESA LINAZA et. al.	Agronomy	2021-01-01
964	A Neural Network-Based Approach for Pest Detection and Control in Modern Agriculture Using Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The networks acquire an altered move towards the difficulty solving skills rather than that of conventional computers. Artificial neural networks are comparatively crude …	Pankaj Dadheech; Ankit Kumar; Vijander Singh; Linesh Raja; Ramesh C. Poonia;		2021-01-01
965	Proposal System for Monitoring Parameters in An Industrial Incubator Incorporating SVM Model to Detect Diseased Chickens Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The development of artificial poultry eggs has facilitated farming that allows it to become not only higher productive industry but also lower production costs in agriculture. In …	Phat Nguyen Huu;		2021-01-01
966	Efficient Plant Leaf Disease Identification Material Fabrication Using Lightweight Device Related Papers Related Patents Related Grants Related Venues Related Experts View	U. Maheswaran; Ravindra Babu Kallam; B. Arathi; Koppula Prawan; G. Anitha;	Materials Today: Proceedings	2021-01-01
967	Plant Diseases Concept in Smart Agriculture Using Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the agricultural sector, plant leaf diseases and harmful insects represent a major challenge. Faster and more reliable prediction of leaf diseases in crops may help develop an …	Prachi Chauhan; Hardwari Lal Mandoria; Alok Negi; R. S. Rajput;		2021-01-01
968	Optimized Deep Learning Model As A Basis for Fast UAV Mapping of Weed Species in Winter Wheat Crops IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weed maps should be available quickly, reliably, and with high detail to be useful for site-specific management in crop protection and to promote more sustainable agriculture by …	Tibor de Camargo; Michael Schirrmann; Niels Landwehr; Karl-Heinz Dammer; Michael Pflanz;	Remote. Sens.	2021-01-01
969	SEGAE: An Online Serious Game to Learn Agroecology Related Papers Related Patents Related Grants Related Venues Related Experts View	JULIA JOUAN et. al.	Agricultural Systems	2021-01-01
970	A Pilot Study of Smart Agricultural Irrigation Using Unmanned Aerial Vehicles and IoT-Based Cloud System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This article introduces a new mobile-based application of modern information and communication technology in agriculture based on Internet of Things (IoT), embedded systems and an …	Mohamed Esmail Karar; Faris Alotaibi; Abdullah Al-Rasheed; Omar Reyad;	ArXiv	2021-01-01
971	A Deep Learning and Social IoT Approach for Plants Disease Prediction Toward A Sustainable Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As the world becomes increasingly interconnected, emerging and innovative sensing technologies are shaping the future of agriculture, with a special focus on sustainabilityrelated …	Giovanni Delnevo; Roberto Girau; Chiara Ceccarini; Catia Prandi;	IEEE Internet of Things Journal	2021-01-01
972	Automatic Robotic System Design and Development for Vertical Hydroponic Farming Using IoT and Big Data Analysis IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	ANURAG SHRIVASTAVA et. al.	Materials Today: Proceedings	2021-01-01
973	Smart Farming: An Approach for Disease Detection Implementing IoT and Image Processing IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the increasing demand on smart agriculture, the effective growth of a plant and increase its productivity are essential. To increase the yield and productivity, monitoring of …	Hui Pang; Zheng Zheng; T. Zhen; Ashutosh Sharma;	Int. J. Agric. Environ. Inf. Syst.	2021-01-01
974	Deep Learning Based Automatic Multiclass Wild Pest Monitoring Approach Using Hybrid Global and Local Activated Features IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Specialized control of pests and diseases have been a high-priority issue for the agriculture industry in many countries. On account of automation and cost effectiveness, image …	LIU LIU et. al.	IEEE Transactions on Industrial Informatics	2021-01-01
975	A Review of Detection of Pest Problem in Rice Farming By Using Blockchain and IoT Technologies IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Pest can be a serious topic in agricultural areas especially rice plantations. The pest destroys the plants before harvesting time. Because of the presence of the pest, the yield …	Taufik Hidayat; Rahutomo Mahardiko;		2021-01-01
976	Cross-Layer Protocol for WSN-Assisted IoT Smart Farming Applications Using Nature Inspired Algorithm IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) is a subclass of the Industry 4.0 standard. The functionality of IoT depends on the Wireless Sensor Networks (WSNs) design. The IoT-empowered WSNs …	Hemant B. Mahajan; Anil Badarla;	Wireless Personal Communications	2021-01-01
977	Optimal Strategies for A Capital Constrained Contract-farming Supply Chain with Yield Insurance Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We consider a capital-constrained contract-farming supply chain with a risk-averse farmer and a risk-neutral agro-dealer, where the farmer faces some yield uncertainty that can be …	Ligang Shi; Tao Pang; Hongjun Peng;	RAIRO Oper. Res.	2021-01-01
978	Plant Classification Using CNN Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agricultural sector has recognized that, for crop management to thrive, acquiring relevant information on plants is needed. Weeds have a devastating impact on crop production …	ANUSHA AR et. al.		2021-01-01
979	Pig Target Detection from Image Based on Improved YOLO V3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming has always been one of the current research hotspots. Reflected by the behaviors and moves, the physiological conditions of pigs can be detected. The inability to …	Dan Yin; Wengsheng Tang; Peng Chen; Bo Yang;	Advances in Artificial Intelligence and Security	2021-01-01
980	IoT-based Precision Agriculture Platform: A Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Abstract: Technological advancements such as the Internet of Things (IoT) and Artificial Intelligence (AI) are helping to boost the global agricultural sector as it is expected to …	Rutvik Solanki;	International Journal for Research in Applied Science and …	2021-01-01
981	Smart Farming in Europe IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Vasileios Moysiadis; Panagiotis G. Sarigiannidis; Vasileios Vitsas; Adel Khelifi;	Comput. Sci. Rev.	2021-01-01
982	Precision Agriculture Workflow, from Data Collection to Data Management Using FOSS Tools: An Application in Northern Italy Vineyard IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the past decades, technology-based agriculture, also known as Precision Agriculture (PA) or smart farming, has grown, developing new technologies and innovative tools to manage …	Elena Belcore; Stefano Angeli; Elisabetta Colucci; Maria Angela Musci; Irene Aicardi;	ISPRS Int. J. Geo Inf.	2021-01-01
983	Intelligent and Smart Enabling Technologies in Advanced Applications: Recent Trends Related Papers Related Patents Related Grants Related Venues Related Experts View	Mayurakshi Jana; Suparna Biswas;	Recent Trends in Computational Intelligence Enabled Research	2021-01-01
984	Deep Learning Based Fish Object Detection and Tracking for Smart Aqua Farm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Currently, the domestic aquaculture industry is pursuing smartization, but it is still proceeding with human subjective judgment in many processes in the aquaculture stage. The …	Younghak Shin; Choi Jeong Hyeon; Choi， Han Suk;	The Journal of the Korea Contents Association	2021-01-01
985	Big Data and IoT-based Applications in Smart Environments: A Systematic Review IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yosra Hajjaji; Wadii Boulila; Imed Riadh Farah; Imed Romdhani; Amir Hussain;	Comput. Sci. Rev.	2021-01-01
986	Fungal Blast Disease Detection in Rice Seed Using Machine Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The economy of Pakistan mainly relies upon agriculture alongside other vital industries. Fungal blast is one of the significant plant diseases found in rice crops, leading to …	Raj Kumar; Gulsher Baloch; Pankaj –; Abdul Baseer; Junaid Bhatti;	International Journal of Advanced Computer Science and …	2021-01-01
987	Emerging Line of Research Approach in Precision Agriculture: An Insight Study Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The present state of agriculture and its demand is very much different than what it used to be two decades back. Hence, Precision Agriculture (PA) is more in demand to address …	Vanishree K; Nagaraja G;	International Journal of Advanced Computer Science and …	2021-01-01
988	Review of Research on Irrigation Decision Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the development of intelligent control technology in the field of agriculture, the research of intelligent irrigation decision control has been widely concerned by scholars. …	JIE CHEN et. al.	2021 the 3rd International Conference on Big Data …	2021-01-01
989	Neural Network Integration of SMAP and Sentinel-1 for Estimating Soil Moisture at High Spatial Resolution Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The possibility of improving the spatial resolution of Soil Moisture (SM) mapping from microwave satellite radiometers is extremely interesting for hydrological studies in small …	Emanuele Santi; Simonetta Paloscia; Simone Pettinato; Giacomo Fontanelli;	2021 IEEE International Geoscience and Remote Sensing …	2021-01-01
990	Plant Disease Detection and Classification By Deep Learning—A Review IF:6 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep learning is a branch of artificial intelligence. In recent years, with the advantages of automatic learning and feature extraction, it has been widely concerned by academic …	Lili Li; Shujuan Zhang; Bin Wang;	IEEE Access	2021-01-01
991	Iot Technology-Based Smart Distribution Framework for The Recognition of Vulnerabilities Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) transforms everybody’s life through functionality like control and tracking of linked intelligent devices. Smart towns, houses, vehicles, factories, …	Sriram Parabrahmachari; Dr.N. Srinivasan;	Journal of University of Shanghai for Science and Technology	2021-01-01
992	IOT ARCHITECTURE FOR AGRICULTURE APPLICATIONS: A FORMAL ASSESMENT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We are into the era where each individual, each device and each object is getting connected through the magical technology called “The Internet of things” on a scale that is …	Pallavi C.V.; S. Usha; S. Balaji; Harshvardhan Tiwari;	The Journal of Contemporary Issues in Business and …	2021-01-01
993	Drone Services for Plant Water-Status Mapping Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Achieving an efficient management of agricultural fields is crucial for farmers, considering the challenges posed by water resources sustainability. Monitoring tools allow …	MARGHERITA BRUSCOLINI et. al.	2021 IEEE International Geoscience and Remote Sensing …	2021-01-01
994	Enhanced Lightweight Algorithm to Secure Data Transmission in IoT Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) is the most recent Internet evolution that integrates many smart devices, such as constrained devices, smart tablets, smart vehicles, smart sensors …	Sarra Jebri; Arij Ben Amor; Mohamed Abid; Ammar Bouallègue;	Wireless Personal Communications	2021-01-01
995	RadioWave Attenuation Measurement System Based on RSSI for Precision Agriculture: Application to Tomato Greenhouses IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture and smart farming are concepts that are acquiring an important boom due to their relationship with the Internet of things (IoT), especially in the search for …	Dora Cama-Pinto; Juan Antonio Holgado-Terriza; Miguel Damas-Hermoso; Francisco Gómez-Mula; Alejandro Cama-Pinto;	Inventions	2021-01-01
996	Fuzzy Tuned PID Controller for Envisioned Agricultural Manipulator IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The implementation of image-based phenotyping systems has become an important aspect of crop and plant science research which has shown tremendous growth over the years. Accurate …	Satyam Paul; Ajay Arunachalam; Davood Khodadad; Henrik Andreasson; Olena Rubanenko;	Int. J. Autom. Comput.	2021-01-01
997	Applications of Artificial Intelligence for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart cities is the latest buzzword towards bringing innovation, technology, and intelligence for meeting the demand of ever-growing population. Technologies like internet of …	Suresh Sankaranarayanan;		2021-01-01
998	Alternatives to Agrilogistics: Designing for Ecological Thinking IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Sustainable HCI (SHCI) researchers have historically looked to small and urban farmers to help situate and extend notions of sustainability within economic, social, and political …	Heidi Biggs; Tejaswini Joshi; Ries Murphy; Jeffrey Bardzell; Shaowen Bardzell;	Proceedings of the ACM on Human-Computer Interaction	2021-01-01
999	Artificial Intelligence and Food Security: Swarm Intelligence of AgriTech Drones for Smart AgriFood Operations IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Sustainable Development Goals (SDGs) present the emerging need to explore new ways of AgriFood production and food security as ultimate targets for feeding future generations. …	Konstantina Spanaki; Erisa Karafili; Uthayasankar Sivarajah; Stella Despoudi; Zahir Irani;	Production Planning & Control	2021-01-01
1000	An Analysis on Detection of Plant Diseases Using Soft Computing Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As we know that in India most of the population is involved in agriculture field. So that plant disease detection is needed automatically in the early stage of disease as they …	Archana B. Pahurkar; Ravindra M. Deshmukh;	SSRN Electronic Journal	2021-01-01
1001	An Anomaly Detection Approach to Monitor The Structured-Based Navigation in Agricultural Robotics Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Local perception navigation methods allow agricultural robots to accurately track crop row structures while performing automated farming tasks. The integration of these methods as …	Hassan Nehme; Clément Aubry; Romain Rossi; Rémi Boutteau;	2021 IEEE 17th International Conference on Automation …	2021-01-01
1002	Short Term Soil Moisture Forecasts for Potato Crop Farming: A Machine Learning Approach IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Amaury Dubois; Fabien Teytaud; Sébastien Verel;	Comput. Electron. Agric.	2021-01-01
1003	A Smart Agricultural Service Platform for Crop Planting, Monitoring and Management – PIE-Engine Landscape Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture is an important way to change the mode of agricultural development and promote agricultural modernization, which can promote the refinement of agricultural …	CHENGGNAG WANG et. al.	2021 9th International Conference on Agro-Geoinformatics …	2021-01-01
1004	SING: Free-Space SensING of Grape Moisture Using RF Shadowing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Convenient, non-obtrusive, low-cost, and accurate sensing of fruit moisture content is crucial for the scientific studies of pomology and viticulture and their associated …	Youssef N. Altherwy; Julie A. McCann;	IEEE Transactions on Instrumentation and Measurement	2021-01-01
1005	CNN Based Leaf Disease Identification and Remedy Recommendation System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Abstract: In this present era, agriculture has become simply a means to feed ever growing population. It is very important where in more than 70% population depends on agriculture …	Mr. Yeresime Suresh;	International Journal for Research in Applied Science and …	2021-01-01
1006	Fuzzy C-Means (FCM) Clustering with Probabilistic Neural Network (PNN) Model for Detection and Classification of Rice Plant Diseases in Internet of Things-Cloud Centric Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Presently, the field of Internet of Things (loT) has been employed in diverse applications like Smart Grid, Surveillance, Smart homes, and so on. Precision Agriculture is a …	P. Sindhu; G. Indirani; P. Dinadayalan;	Journal of Computational and Theoretical Nanoscience	2021-01-01
1007	MP-STSP: A Multi-Platform Steiner Traveling Salesman Problem Formulation for Precision Agriculture in Orchards Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this work, we propose a global planning strategy specifically designed for precision agriculture settings, where field activities may have different requirements ranging from a …	RENZO FABRIZIO CARPIO et. al.	2021 IEEE International Conference on Robotics and …	2021-01-01
1008	Traditional Use of Store Grain Pest Control Through Biopesticides Related Papers Related Patents Related Grants Related Venues Related Experts View	D. K. Kulkarni; R. B. Bhagat; P. V. Patil; S. P. Taware;		2021-01-01
1009	Survey on Internet of Things and Its Application in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) is empowering the field of agriculture. The IoT application helps the farmer and makes him aware about all the latest information which is related to …	Kanderp Narayan Mishra; Shishir Kumar; Nileshkumar R. Patel;	Journal of Physics: Conference Series	2021-01-01
1010	Internet of Things (IoT) for Smart Farming: A Systematic Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The world population growth is projected to increase in the coming years and it brings along challenges such as food insecurity and increasing demand for food as a result of …	Safianu Omar;	International Journal of Computer Applications	2021-01-01
1011	Internet of Animal Health Things (IoAT): A New Frontier in Animal Biometrics and Data Analytics Research Related Papers Related Patents Related Grants Related Venues Related Experts View	Santosh Kumar; Sunil Kumar; Prerna Mishra; Mithilesh K. Chaube;		2021-01-01
1012	Using Unmanned Aerial Systems (UAS) and Deep Learning for Agriculture Mapping in Dubai Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As part of the ‘Sustainable Future’ vision, Sustainable Agriculture has become an essential pillar of the ‘Food Security Strategies’ formulated by the Dubai Government. Therefore, …	Lala El Hoummaidi; Abdelkader Larabi; Khan Alam;	SSRN Electronic Journal	2021-01-01
1013	Image Compression and Plants Classification Using Machine Learning in Controlled-Environment Agriculture: Antarctic Station Use Case IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this article, we share our experience in the scope of controlled-environment agriculture automation in the Antarctic station greenhouse facility called EDEN ISS. For remote …	SERGEY NESTERUK et. al.	IEEE Sensors Journal	2021-01-01
1014	Research on Crop Growing Factory: Focusing on Lighting and Environmental Control with Technological Proposal Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recently, the interest in the plant factory-based crop production technologies is rising following the application of the smart farm technology to the agricultural arena. A …	Ki-Youn Kim; Jun-Ho Huh; Han-Jong Ko;	Energies	2021-01-01
1015	Participatory Assessment of Sustainability and Resilience of Three Specialized Farming Systems IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: There is a need for participatory methods that simultaneously assess agricultural sustainability and resilience at farming system level, as resilience is needed to deal with …	WIM PAAS et. al.	Ecology and Society	2021-01-01
1016	Adaptive Fertigation System Using Hybrid Vision-Based Lettuce Phenotyping and Fuzzy Logic Valve Controller Towards Sustainable Aquaponics IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Sustainability is a major challenge in any plant factory, particularly those involving precision agriculture. In this study, an adaptive fertigation system in a three-tier …	RONNIE CONCEPCION et. al.	J. Adv. Comput. Intell. Intell. Informatics	2021-01-01
1017	The Potential Role of Hydrometeorological Data in Agricultural Supply Chain Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural industry represents one of the most important human activities for tens of thousands of years. The current trend in agriculture is so-called Agriculture 4.0. …	A. Cornák; R. Delina;	2021 44th International Convention on Information, …	2021-01-01
1018	Performance Estimation of Sustainable Smart Farming with Blockchain Technology IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Sustainable smart agriculture with increase in signal to interference or signal to noise ratio (SIR/SNR) for selection of best relay is discussed in a wireless blockchain based …	Sivaganesan D;		2021-01-01
1019	Development of A Wireless Sensor Network for Field Level Strawberry Disease Alert Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: HighlightsFungal diseases are considered a major challenge for strawberry farmers.Disease risk monitoring systems can be improved with increased spatial coverage of environmental …	THIAGO BORBA ONOFRE et. al.	Applied Engineering in Agriculture	2021-01-01
1020	Regularized Deep Clustering Approach for Effective Categorization of Maize Diseases Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The disease prevalence among different plant species reduces the grain production, significantly affects the growth in terms of quantity and quality. Early diagnosis of the …	B. V. Gokulnath; Usha Devi Gandhi;	Journal of Ambient Intelligence and Humanized Computing	2021-01-01
1021	Ontology Driven AI and Access Control Systems for Smart Fisheries IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Increasing number of internet connected devices has paved a path for smarter ecosystems in various sectors such as agriculture, aquaculture, manufacturing, healthcare, etc. …	SAI SREE LAYA CHUKKAPALLI et. al.	Proceedings of the 2021 ACM Workshop on Secure and …	2021-01-01
1022	An Ontology-Driven Decision Support System for Rice Crop Production Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture domain now extensively uses the Internet of Things (IoTs) technology to provide farmers with proper and accurate information. Assisting farmers regularly and …	Hifza Afzal;	Journal of Applied and Emerging Sciences	2021-01-01
1023	IOT-Based Pest Classification And Automatic Irrigation For Precision Agriculture Using Wireless Sensor Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automatic pest classification is a very important step to protect the agricultural crops against the attack of pest. This helps to increase the crop yield by reducing the pests …	S. Sathish Kumar;		2021-01-01
1024	An Overview of CAN-BUS Development, Utilization, and Future Potential in Serial Network Messaging for Off-Road Mobile Equipment Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A Controller Area Network (CAN) is a serial network information technology that facilitates the passing of information between Electronic Control Units (ECUs, also known as …	Hannah M. Boland; Morgan I. Burgett; Aaron J. Etienne; Robert M. Stwalley III;	Technology in Agriculture [Working Title]	2021-01-01
1025	RAHC_GAN: A Data Augmentation Method for Tomato Leaf Disease Recognition IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Accurate recognition of tomato diseases is of great significance for agricultural production. Sufficient and insufficient training data of supervised recognition neural network …	Hongxia Deng; Dongsheng Luo; Zhangwei Chang; Haifang Li; Xiaofeng Yang;	Symmetry	2021-01-01
1026	Agribot- System for Plant Disease Detection and Pesticide Sprinkling Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a vital role in our lives. We are aware of how much time and effort is put into the tasks involved in the field of agriculture hence we came up with a system …	SHREYA SHETTY et. al.	SSRN Electronic Journal	2021-01-01
1027	AgriSegNet: Deep Aerial Semantic Segmentation Framework for IoT-Assisted Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Aerial inspection of agricultural regions can provide crucial information to safeguard from numerous obstacles to efficient farming. Farmland anomalies such as standing water, …	Tanmay Anand; Soumendu Sinha; Murari Mandal; Vinay Chamola; Fei Richard Yu;	IEEE Sensors Journal	2021-01-01
1028	Introduction of Agricultural IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural IoT (Ag IoT), a term that refers to applications of IoT technology in agricultural production chain, brings together sensing, computing, and implementing devices to …	Yong He; Qin Zhang; Pengcheng Nie;	Agriculture Automation and Control	2021-01-01
1029	Data Communication and Networking Technologies Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: An agricultural IoT system connects many physical devices, both in office or in field, to perform effective farming operations supported by collecting, processing, and sharing …	Qin Zhang; Yong He; Pengcheng Nie; Shupei Xiao;	Agriculture Automation and Control	2021-01-01
1030	Agricultural Information Processing Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture, as it grows increasingly information-based, will enter the development stage of smart agriculture. At the same time, research on agriculture-related information also …	Hui Fang; Bingquan Chu; Yong He; Xiya Zhang;	Agriculture Automation and Control	2021-01-01
1031	Crop Nitrogen Retrieval Methods for Simulated Sentinel-2 Data Using In-Field Spectrometer Data IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nitrogen (N) is one of the key nutrients supplied in agricultural production worldwide. Over-fertilization can have negative influences on the field and the regional level (e.g., …	GREGOR PERICH et. al.	Remote. Sens.	2021-01-01
1032	A Model Predictive Controller for Precision Irrigation Using Discrete Lagurre Networks IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Emmanuel Abiodun Abioye; Mohamad Shukri Zainal Abidin; Muhammad Naveed Aman; Mohd Saiful Azimi Mahmud; Salinda Buyamin;	Comput. Electron. Agric.	2021-01-01
1033	PERFORMANCE COMPARISON OF UNSUPERVISED SEGMENTATION ALGORITHMS ON RICE, GROUNDNUT, AND APPLE PLANT LEAF IMAGES Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper focuses on plant leaf image segmentation by considering the aspects of various unsupervised segmentation techniques for automatic plant leaf disease detection. The …	Et. al. Rajendra Prasad Bellapu;		2021-01-01
1034	Recognizing Apple Leaf Diseases Using A Novel Parallel Real-time Processing Framework Based on MASK RCNN and Transfer Learning: An Application for Smart Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	ZIA UR REHMAN et. al.	IET Image Process.	2021-01-01
1035	Effective Use of Big Data in Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision Agriculture is the key terminology in agriculture Engineering. Precision agriculture can make the use of legacy data of agriculture to make the farming better in terms …	Sharayu Ashishkumar Lokhande;	2021 International Conference on Emerging Smart Computing …	2021-01-01
1036	Soil Monitoring for Precision Farming Using Hyperspectral Remote Sensing and Soil Sensors Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This work describes an approach to calculate pedological parameter maps using hyperspectral remote sensing and soil sensors. These maps serve as information basis for automated …	Simon Schreiner; Dubravko Culibrk; Michele Bandecchi; Wolfgang Gross; Wolfgang Middelmann;	at – Automatisierungstechnik	2021-01-01
1037	DroneCOCoNet: Learning-based Edge Computation Offloading and Control Networking for Drone Video Analytics Related Papers Related Patents Related Grants Related Venues Related Experts View	CHENGYI QU et. al.	Future Gener. Comput. Syst.	2021-01-01
1038	Complex Event Processing System for IoT Greenhouse Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Greenhouse is an important part of facility agriculture and a typical application scenario of modern agricultural technology. The greenhouse environment has the characteristics of …	Yunsong Jia; Shuaiqi Huang; Xiang Li;	E3S Web of Conferences	2021-01-01
1039	Event Dependence and Heterogeneity in The Adoption of Precision Farming Technologies: A Case of US Cotton Production Related Papers Related Patents Related Grants Related Venues Related Experts View	Krishna P. Paudel; Ashok K. Mishra; Mahesh Pandit; Eduardo Segarra;	Comput. Electron. Agric.	2021-01-01
1040	Combining Banker Plants To Achieve High Pest Control Efficiency In Multi-Pest, Multi-Natural Enemy Cropping Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Banker plants increase biological pest control by supporting populations of non-pest arthropod species used as alternative hosts or prey by natural enemies. Due to the specificity …	XU CHEN et. al.		2021-01-01
1041	Monitoring and Implementation of Smart Agriculture Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the basis of human life. In the olden days, Farmers used to calculate the preparation of soil and had many questions to create which sort of yield. They didn’t …	et. al. D.Bhavana;		2021-01-01
1042	Classification and Detection of Insects from Field Images Using Deep Learning for Smart Pest Management: A Systematic Review IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	WENYONG LI et. al.	Ecological Informatics	2021-01-01
1043	From Industry 4.0 to Agriculture 4.0: Current Status, Enabling Technologies, and Research Challenges IF:6 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The three previous industrial revolutions profoundly transformed agriculture industry from indigenous farming to mechanized farming and recent precision agriculture. Industrial …	Ye Liu; Xiaoyuan Ma; Lei Shu; Gerhard Petrus Hancke; Adnan M. Abu-Mahfouz;	IEEE Transactions on Industrial Informatics	2021-01-01
1044	IGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Agriculture is the foundation of human civilization. However, the rapid increase and aging of the global population pose challenges on this cornerstone by demanding more healthy …	XIAOYAN CAO et. al.	ArXiv	2021-01-01
1045	Application of Agricultural IoT Technology Based on 5 G Network and FPGA IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Xianhai Guo;	Microprocess. Microsystems	2021-01-01
1046	Design of Intelligent Insect Monitoring System Using Deep Learning Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture field is growing up its potential to better the demand of food and delivers healthy and nutritious foodstuff. This project presents an insect or pest detection and …	V.Ceronmani Sharmila; Neeraj Chauhan; Rajdeep Kumar; Suraj Kumar Barwal;		2021-01-01
1047	Malicious Activity Detection Using Smart Contracts in IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) is a unique element in the realm of Cybersecurity. It constitutes countless applications, including defense, health, agriculture, finance, amongst other …	Mwangi Eric; Hany F. Atlam; Nawfal F. Fadhel;		2021-01-01
1048	A Survey on Wireless Sensor Networks and Instrumentation Techniques for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the primary source for the development of our country’s economy. It involves production, processing, marketing, and distribution of agricultural produce. Smart …	R. Madhumathi; T. Arumuganathan; R. Shruthi;	Mobile Computing and Sustainable Informatics	2021-01-01
1049	Automated Hydroponic System Integrated With An Android Smartphone Application Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Hydroponics farming is fast gaining acceptance globally as an alternative and viable method of farming, instigated by the contemporary challenges posed by climate change, …	Nnamdi Nwulu; Darshal Suka; Eustace Dogo;		2021-01-01
1050	Implementation of Smart Farming Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Many of the farmers are facing a lot of problems while protecting fields during night times. Since protecting the field 24/7 is difficult for farmers. Watering the fields at …	A. Vani; N. Sukesh Reddy; M. Parsharamulu; N. Mahesh;	Asian Journal of Applied Science and Technology	2021-01-01
1051	Main Criteria for Evaluation of Efciency and Contradictions in The Process of Crop Rotation Implementation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The nature of subjective positioning on the role of crop rotations in agriculture from many points of view, namely – agrochemical, biological, geological and energetic. This leads …	I. Prymak; L. Karpuk; M. Yermolaev; A. Pavlichenko; L. Filipova;	Agrobìologìâ	2021-01-01
1052	Inteligência Artificial Na Agricultura Com Aplicabilidade No Setor Sementeiro Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: ABSTRACT: Methods for classification and identification of essential activities in the analysis of seeds is of great technical and economic importance in the agricultural sector …	Romário de Mesquita Pinheiro; Gizele Ingrid Gadotti; Rita de Cassia Mota Monteiro; Ruan Bernardy;	Diversitas Journal	2021-01-01
1053	A YOLO-Based Pest Detection System for Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this work, inspired by the needs of the H2020 European project PANTHEON for the precision farming of hazelnut orchards, we propose a data-driven pest detection system. Indeed, …	MARTINA LIPPI et. al.	2021 29th Mediterranean Conference on Control and …	2021-01-01
1054	Development Status and Trend of Agricultural Robot Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the face of the contradiction between the increasing demand for agricultural products and the sharp reduction of agricultural resources and labor force, agricultural robot …	YUCHENG JIN et. al.	International Journal of Agricultural and Biological …	2021-01-01
1055	Study of The Steering of A Wide Span Vehicle Controlled By A Local Positioning System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Controlled traffic farming allows to minimize traffic-induced soil compaction by a permanent separation of the crop zone from the traffic lanes used by wide span tractors. The …	VOLODYMYR BULGAKOV et. al.	Journal of Agricultural Engineering	2021-01-01
1056	MILP Model for The Planning of A Computerized Numerical Control Lathes Machining Plant Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This work introduces the formulation and application of a MILP model to solve the problem of planning the weekly production of a machining plant using numerical control lathes to …	María Rosa Galli; Federico Kañevsky; María Agustina Franco;	CLEI Electron. J.	2021-01-01
1057	Automatic Identification of Abaca Bunchy Top Disease Using Deep Learning Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Urbano B. Patayon; Renato V. Crisostomo;	Procedia Computer Science	2021-01-01
1058	Survey on Identify The Agricultural Diseases Using Image Processing and Soft Computing Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agricultural land mass is more than just being a feeding sourcing in today’s world. Agriculture productivity defines the economy of India in a great manner. So, in plants, …	Athira ja; Prof.K. Geetha; S. Arulraj; N. Megala; Prasa na;	Alinteri Journal of Agriculture Sciences	2021-01-01
1059	QUADROTORS IN THE PRESENT ERA: A REVIEW Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The advancement in the field of aerial robotics and control engineering has created many opportunities for the utilization of Unmanned Aerial Vehicles (UAVs). Applications of …	Ritika Thusoo, Sheilza Jain, Sakshi Bangia;	INFORMATION TECHNOLOGY IN INDUSTRY	2021-01-01
1060	REGULATING WATER SUPPLY AND WATER CUTBACKS IN AGRICULTURE USING IOT BASED SMART IRRIGATION SYSTEM Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Involvement of Machine Learning, Real-time Data Analysis and IOT are critically contributing factors in contemporary technical scenarios. Utilization of these three technologies …	Dr. Nagendra Tripathi Prabhas Kumar Gupta;		2021-01-01
1061	Prototype Model Design of Automatic Irrigation Controller IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Irrigation forms one of the primary components of agriculture and food production. Due to outdated techniques in developing and underdeveloped countries, a huge volume of water is …	Faruk Bin Poyen; Apurba Ghosh; Palash Kundu; Sayan Hazra; Nabarun Sengupta;	IEEE Transactions on Instrumentation and Measurement	2021-01-01
1062	Image-based Onion Disease (Purple Blotch) Detection Using Deep Convolutional Neural Network IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture on earth is the biggest need for human sustenance. Over years, many farming methods and components have become computerized to guarantee quicker production with higher …	MUHAMMAD AHMED ZAKI et. al.	International Journal of Advanced Computer Science and …	2021-01-01
1063	SMART INDOOR VERTICAL FARMING MONITORING USING IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The population of the world is expected to reach around 9.7 billion by the end of the year 2050. Currently, around 56% of the world‟s population lives in the urban areas, putting …	P. Bhuvaneswari; Priyanka M.G.; S Sandeep; R Sridhar; R Swaroop;	The Journal of Contemporary Issues in Business and …	2021-01-01
1064	SP2F: A Secured Privacy-preserving Framework for Smart Agricultural Unmanned Aerial Vehicles IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	RANDHIR KUMAR et. al.	Comput. Networks	2021-01-01
1065	A New Mobile Application of Agricultural Pests Recognition Using Deep Learning in Cloud Computing System IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Mohamed Esmail Karar; Fahad Alsunaydi; Sultan Albusaymi; Sultan Refa Alotaibi;	alexandria engineering journal	2021-01-01
1066	FarmFox: A Quad-Sensor-Based IoT Box for Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The amalgamation of traditional farming methodology with IoT can lead to sustainable agriculture. With this rationale, we have designed and developed an IoT-enhanced …	Anirbit Sengupta; Biswajit Debnath; Abhijit Das; Debashis De;	IEEE Consumer Electronics Magazine	2021-01-01
1067	Weed and Crop Classification with Domain Adaptation for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural chemicals, which are frequently used in agricultural fields, have many different side effects on the environment, biological diversity and people. It is aimed to …	seydanur Ekinci; Erchan Aptoula;	2021 29th Signal Processing and Communications Applications …	2021-01-01
1068	Impact of IoT in Biomedical Applications Related Papers Related Patents Related Grants Related Venues Related Experts View	Neeta Awasthy; V. Nikhila;		2021-01-01
1069	CL-IoT: Cross-layer Internet of Things Protocol for Intelligent Manufacturing of Smart Farming IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) for Intelligent Manufacturing of Smart Farming gained significant attention from researchers to automate various farming applications called Smart Farming …	Hemant B. Mahajan; Anil Badarla; Aparna A. Junnarkar;	J. Ambient Intell. Humaniz. Comput.	2021-01-01
1070	Smart Sensors, Sensing Mechanisms and Platforms of Sustainable Smart Agriculture Realized Through The Big Data Analysis IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: At present, there is little research on the application of wireless sensor networks in the agricultural field. In order to improve the operating performance and practical effects …	Weilian Liu;	Cluster Computing	2021-01-01
1071	Defining Integrated Weed Management: A Novel Conceptual Framework for Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weed population dynamics models are an important tool for predicting the outcome of alternative Integrated Weed Management (IWM) scenarios. The growing problem of herbicide …	Jonathan Storkey; Joseph Helps; R. I. Hull; Alice E. Milne; Helen Metcalfe;	Agronomy	2021-01-01
1072	Quality of Forest Plantations Using Aerial Images and Computer Vision Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Geotechnology has provided several tools that allow the spatial and temporal variability of soils and plants to be investigated, leading to the consolidation of Precision …	Willer Fagundes de Oliveira; Antônio Wilson Vieira; Silvânio Rodrigues dos Santos;	Revista Ciencia Agronomica	2021-01-01
1073	Deriving Aerodynamic Roughness Length at Ultra-High Resolution in Agricultural Areas Using UAV-Borne LiDAR Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The aerodynamic roughness length (Z0) and surface geometry at ultra-high resolution in precision agriculture and agroforestry have substantial potential to improve aerodynamic …	Katerina Trepekli; Thomas Friborg;	Remote. Sens.	2021-01-01
1074	CultivData: Application of IoT to The Cultivation of Agricultural Data Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: CultivData proposes the convergence of technologies, such as IoT, big data, HPC, open data and artificial intelligence, to apply HPDA (High Performance Data Analytics) to the …	Felipe Lemus-Prieto; Juan Francisco Bermejo Bermejo Martín; José-Luis Gónzalez-Sánchez; Enrique Moreno Moreno Sánchez;	IoT	2021-01-01
1075	Energy Efficiency Analysis of Wireless Sensor Networks in Precision Agriculture Economy Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Wireless sensor network (WSN) can play an important role during precision agriculture production to promote the growth of the agricultural economy. The application of WSN in …	Bingtao Zhang; Lingyan Meng;	Sci. Program.	2021-01-01
1076	New Solution Based on Fuzzy System for Planning IoT Communication Infrastructure for Rural Areas Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper proposes a Fuzzy system to assist in the decision making of the deployment plan for the Internet of Things (IoT) communication infrastructure for effective exchange of …	Jocines Dela Flora da Silveira; Tiago Rocha Martins; Cristiano Neri da Silva; José Valdemir dos Reis;	2021 IEEE International Conference on Fuzzy Systems …	2021-01-01
1077	Secure Data Aggregation Using Ranking Strategy and Intelligence Similarity Function (SDARIS) for Wireless Sensor Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The environmental monitoring application is widely used in agriculture, green house farming, floriculture to monitor temperature range in different zone. This application is an …	Reshma Siddegowda; Shaila Kalanath; Venugopal Rajuk;	International Journal of Intelligent Engineering and Systems	2021-01-01
1078	Research and Experiment on Path-Tracking Control of Autonomous Tractor Based on Lateral Deviation and Yaw Rate Feedback Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Abstract. Highlights Automatic navigation technology in autonomous tractors is one of the key technologies in precision agriculture. A path-tracking control algorithm based on …	Zhang Bingli; Cheng Jin; Zheng Pingping; Li Aojia; Cheng Xiaoyu;	Applied Engineering in Agriculture	2021-01-01
1079	PlantDiseaseNet: Convolutional Neural Network Ensemble for Plant Disease and Pest Detection IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases and pests cause significant losses in agriculture, with economic, ecological and social implications. Therefore, early detection of plant diseases and pests via …	Muammer Turkoglu; Berrin Yanikoğlu; Davut Hanbay;	Signal, Image and Video Processing	2021-01-01
1080	DPD-DS for Plant Disease Detection Based on Instance Segmentation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant or crop diseases are dominant factors that influences crop quality and quantity. Therefore segmentation, classification, and detection of diseased symptoms at an early stage …	Ramanadham Kavitha Lakshmi; Nickolas Savarimuthu;	Journal of Ambient Intelligence and Humanized Computing	2021-01-01
1081	Selecting IoT Connectivity Protocols for Rural Development Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Data sensing and collection over vast coverage areas form an integral part of IoT applications such as Smart Farming. Selection of adequate IoT connectivity technologies is an …	Vinod Kumar;	Journal of Multimedia	2021-01-01
1082	Education for Entrepreneurship in Agriculture – Results of The AGRIENT Project Implementation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture and the food industry creates many jobs in the European Union (EU). Thanks to natural conditions, especially its farmers’ knowledge, and skills, the EU is the world’s …	Frane Urem; I. Kardum Goles; I. Beljo;	2021 44th International Convention on Information, …	2021-01-01
1083	IoT-Based Framework for Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays an important role in the making and development of a country. In India, agriculture is the primary source of living for more than about 60% of its population. …	Jian Yang; Amit Sharma; Rajeev Kumar;	International Journal of Agricultural and Environmental …	2021-01-01
1084	Quality Control and Crop Characterization Framework for Multi-temporal UAV LiDAR Data Over Mechanized Agricultural Fields IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yi-Chun Lin; Ayman Habib;	Remote Sensing of Environment	2021-01-01
1085	Automated Plant Leaf Disease Detection and Classification Using Optimal MobileNet Based Convolutional Neural Networks IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	S. Ashwinkumar; S. Rajagopal; V. Manimaran; B. Jegajothi;	Materials Today: Proceedings	2021-01-01
1086	Advance Control Strategies Using Image Processing, UAV and AI in Agriculture: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Purpose The purpose of this paper is to provide an overview of smart agriculture systems and monitor and identify the technologies which can be used for deriving traditional …	Iqra Hassan Syeda; Mansoor Muhammad Alam; Usman Illahi; Mazliham Muhammad Su’ud;	World Journal of Engineering	2021-01-01
1087	Towards Development and Verifications of Advanced Optimal Farm Machinery Route Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Efforts related to minimising the environmental burden caused by agricultural activities are key contemporary drivers in the precision agriculture domain. Controlled Traffic …	TOMÁŠ ŘEZNÍK et. al.		2021-01-01
1088	Survey for Smart Farming Technologies: Challenges and Issues IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Godwin Idoje; Tasos Dagiuklas; Muddesar Iqbal;	Comput. Electr. Eng.	2021-01-01
1089	Elements, Technologies, Approaches Of Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	Avtar Singh Bimbraw;		2021-01-01
1090	An Innovative IoT Based System for Precision Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Sandeep V. Gaikwad; Amol D. Vibhute; Karbhari V. Kale; Suresh C. Mehrotra;	Comput. Electron. Agric.	2021-01-01
1091	A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the deep combination of both modern information technology and traditional agriculture, the era of agriculture 4.0, which takes the form of smart agriculture, has come. Smart …	XING YANG et. al.	IEEE/CAA Journal of Automatica Sinica	2021-01-01
1092	Smart Farming Using Machine Learning and IoT Related Papers Related Patents Related Grants Related Venues Related Experts View	Alo Sen; Rahul Roy; Satya Ranjan Dash;		2021-01-01
1093	An Efficient Technique for Automation of The NFT (Nutrient Film Technique) Hydroponic System Using Arduino IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Naturally, humans need food to survive. The number of human populations is increasing from year to year. Population growth results in increased demand for food and reduced …	Vicky Wibisono; Yudi Kristyawan;		2021-01-01
1094	Terrain Analytics for Precision Agriculture with Automated Vehicle Sensors and Data Fusion Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture aims to use minimal inputs to generate maximal yields by managing the plant and its environment at a discrete instead of a field level. This new farming …	Wei Zhao; Tianxin Li; Bozhao Qi; Qifan Nie; Troy Runge;	Sustainability	2021-01-01
1095	An Explainable AI Approach for Agriculture Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture has progressed significantly throughout the centuries in numerous aspects and today we cultivate crops with advanced technologies & equipments. The proliferation of …	Raghav Gandhi; Shivam Bhardwaj; Barbie Sehgal; Deepak Gupta;	SSRN Electronic Journal	2021-01-01
1096	Effective Irrigation Management System for Agriculture Using Machine Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming of different crops is major income source of the farmers in India but there are many factors that affect the farming business. One of the important factor is efficient …	S. T. Patil; M. S. Bhosale; R. M. Kamble;	Innovations in Computer Science and Engineering	2021-01-01
1097	Design and Development of GMapping Based SLAM Algorithm in Virtual Agricultural Environment IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The global population’s continuous growth has speeded up the search for an efficient ways of crop production. More significant environmental and food safety considerations are …	M. D. Tanvir Ahmed Ratul; Mohd Saiful Azimi Mahmud; Mohamad Shukri Zainal Abidin; Razman Ayop;	2021 11th IEEE International Conference on Control System, …	2021-01-01
1098	Comparison of X-ray Computed Tomography and Magnetic Resonance Imaging to Detect Pest-infested Fruits: A Pilot Study IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	TAEYUN KIM et. al.	Nuclear Engineering and Technology	2021-01-01
1099	Plant Leaf Disease Detection and Classification Using Machine Learning Approaches: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Early detection of plant diseases will certainly increase the productivity of agricultural products. In addition, identification of the type of diseases by which the plant leaves …	Majji V. Appalanaidu; G. Kumaravelan;	Innovations in Computer Science and Engineering	2021-01-01
1100	Energy-efficient and Self-organizing Internet of Things Networks for Soil Monitoring in Smart Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	AHMED SLALMI et. al.	Comput. Electr. Eng.	2021-01-01
1101	Electrification of Agricultural Machinery A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Today, agriculture industry has a significant impact in global greenhouse gas emissions. A large amount of pollutants come from diesel internal combustion engines, widely used in …	ELIA SCOLARO et. al.	IEEE Access	2021-01-01
1102	EEWMP: An IoT-Based Energy-Efficient Water Management Platform for Smart Irrigation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is now essential in today’s world, especially for countries with limited water resources, fertile land, and enormous population. Smart irrigation systems can …	RAFI ULLAH et. al.	Sci. Program.	2021-01-01
1103	Smart Indoor Crop Grower Based on Smart Database Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We propose a new type of smart server based smart indoor crop grower using IoT(Internet of Things). The proposed smart indoor crop grower provides visual information for …	Jihun Kim; Young Jae Lee;	Multim. Tools Appl.	2021-01-01
1104	Robot Coalition Coordination in Precision Agriculture By Smart Contracts in Blockchain Related Papers Related Patents Related Grants Related Venues Related Experts View	Alexander Smirnov; Nikolay Teslya;	Agriculture Digitalization and Organic Production	2021-01-01
1105	IoT and Its Real-Time Application in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the 21st century, we are standing among a plethora of technologies and tools that prove the concepts of real-life applications. One such example is the internet of things (IoT) …	Saria Parween; Rasha Subhi Hameed; Keshav Sinha;	Advances in Library and Information Science	2021-01-01
1106	A Decision Support System for Urban Agriculture Using Digital Twin: A Case Study With Aquaponics IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: There are many pressures on the global food system such as urbanization, climate change, and environmental degradation. Urban agriculture is an approach to producing food inside …	ADAM GHANDAR et. al.	IEEE Access	2021-01-01
1107	Indoor Tracking By Adding IMU and UWB Using Unscented Kalman Filter Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent days Internet of Things (IoT) applications becoming prominent, like smart home, connected health, smart farming, smart retail and smart manufacturing, will lead to a …	Venkata Krishnaveni B; Suresh Reddy K; Ramana Reddy P;		2021-01-01
1108	MAIA S2 Versus Sentinel 2: Spectral Issues and Their Effects in The Precision Farming Context IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Filippo Sarvia; Samuele De Petris; Tommaso Orusa; Enrico Borgogno Mondino;		2021-01-01
1109	Measuring Solar-Induced Fluorescence from Unmanned Aircraft Systems for Operational Use in Plant Phenotyping and Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Demand for high spatial and temporal resolution measurements has triggered a rapid development of unmanned aircraft systems (UAS) for plant phenotyping and precision farming …	JULIANE BENDIG et. al.	2021 IEEE International Geoscience and Remote Sensing …	2021-01-01
1110	Improving The Performance of Index Insurance Using Crop Models and Phenological Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Extreme weather events cause considerable damage to the livelihoods of smallholder farmers globally. Whilst index insurance can help farmers cope with the financial consequences …	MEHDI H. AFSHAR et. al.	Remote. Sens.	2021-01-01
1111	Towards Smart Agriculture Monitoring Using Fuzzy Systems IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Conventional farming is labor-consuming and the need to continuously monitor crops can be a burden for farmers. By realizing the concept of smart farming based on Internet of …	NORAMALINA ABDULLAH et. al.	IEEE Access	2021-01-01
1112	Eye-Tank: Monitoring and Predicting Water and PH Level in Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Water is the most critical resource in agriculture. However, concerns are raised about low-purity water, which contributes adverse effects to the soil and plant. It causes …	Chee-Hong Ting; Yu-Beng Leau; Po-Hung Lai; Soo-Fun Tan; Asni Tahir;	2021 IEEE International Conference on Artificial …	2021-01-01
1113	Citrus Disease Detection and Classification Using End-to-end Anchor-based Deep Learning Model IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases are the primary issue that reduces agricultural yield and production, causing significant economic losses and instability in the food supply. In plants, citrus is a …	Sharifah Farhana Syed-Ab-Rahman; Mohammad Hesam Hesamian; Mukesh Prasad;	Applied Intelligence	2021-01-01
1114	Image Recognition of Crop Diseases and Insect Pests Based on Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep learning algorithms have the advantages of clear structure and high accuracy in image recognition. Accurate identification of pests and diseases in crops can improve the …	Mingyuan Xin; Yong Wang;	Wirel. Commun. Mob. Comput.	2021-01-01
1115	Neural Network-based Pest Detection with K-Means Segmentation: Impact of Improved Dragonfly Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Pest detection and identification of diseases in agricultural crops is essential to ensure good product since it is the major challenge in the field of agriculture. Therefore, …	Madhuri Devi Chodey;	J. Inf. Knowl. Manag.	2021-01-01
1116	Fog-based WSAN for Agriculture in Developing Countries Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The prevalence of food insecurity has been a catalyst for the integration of Information Technology (IT) into existing agricultural practices, resulting in the concept of …	Kevin Thomas Chew; Valliappan Raman; Patrick Hang Hui Then;	2021 IEEE International Conference on Smart Internet of …	2021-01-01
1117	PRECISION FARMING IN FLORICULTURE Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision farming is a science base modern technology which provided management concept based on observation and response to intra-field variations. New technologies such as …	Manas Mandal; Bappa Paramanik; Anamay Sarkar; Debasis Mahata;	International Journal of Research	2021-01-01
1118	Deep Bi-linear Convolution Neural Network for Plant Disease Identification and Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases that occur through various sources is a threat which causes a huge loss in production of farming. Detection of infected plants is necessary to take required …	CH RAMESH BABU et. al.	Communications in Computer and Information Science	2021-01-01
1119	Smart Innovative Engineering for Smart Agriculture Modernization Related Papers Related Patents Related Grants Related Venues Related Experts View	Galyna Tabunshchyk; Peter Arras; Karsten Henke; Heinz-Dietrich Wuttke;		2021-01-01
1120	Role of IoT in Enhancing Smart Agriculture System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of things (IoT) has shown a different research direction in the domain of farming and agriculture. Smart agriculture has reduced the farmer’s effort and improved their …	Mandeep Kaur; Parma Nand; Nitin Rakesh; Sudeep Varshney;	Innovations in Information and Communication Technologies …	2021-01-01
1121	Domain Specific Entity Recognition With Semantic-Based Deep Learning Approach IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In digital agriculture, agronomists are required to make timely, profitable and more actionable precise decisions based on knowledge and experience. The input can be cultivated …	Quoc Hung Ngo; Tahar Kechadi; Nhien-An Le-Khac;	IEEE Access	2021-01-01
1122	The Significance of The Tactile Internet and 5G for Digital Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The demand for internet access and data transfer is the key driver of mobile communications technologies. The next step is wireless real-time networking. The “Tactile Internet” …	Norman Franchi; Gerhard P. Fettweis; Thomas Herlitzius;	at – Automatisierungstechnik	2021-01-01
1123	Automated Quality Assessment of Crops Using CNN – Keras Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant disease is an on-going challenge for the farmers and it has been one of the major threats to the income and the food security. This project is used to classify plant leaf …	Alwyn Edison Mendonca; Ashika S Shetty;	International Journal of Scientific Research in Computer …	2021-01-01
1124	A Service-based Joint Model Used for Distributed Learning: Application for Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Advanced distributed analytics facilitate to make the services smarter for a wider range of data-driven applications in many domains, including agriculture. The key to producing …	Dixon Vimalajeewa; Chamil Kulatunga; Donagh Berry; Sasitharan Balasubramaniam;	IEEE Transactions on Emerging Topics in Computing	2021-01-01
1125	UAVs Smart Heuristics for Target Coverage and Path Planning Through Strategic Locations Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The affordability and deployment-flexibility of Unmanned Air Vehicles (UAVs) have ignited the development of many smart applications, including surveillance, disaster management, …	Hend Gedawy; Abdulla K. Al-Ali; Amr Mohamed; Aiman Erbad; Mohsen Guizani;	2021 International Wireless Communications and Mobile …	2021-01-01
1126	Development of Intelligent System for Alert Notification in Indoor Planting Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The past decade has seen significant advancement in the field of agriculture industry. Various smart appliances such as cellular phones, moisture sensors, humidity sensor and …	Khairulnur Najiha Abd Karim; Mohd Hudzari Haji Razali; S. M. Shamsi; Mohamad Noorman Masrek;		2021-01-01
1127	An Evaluation of GPS Opportunity in Market for Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Prem Chandra Pandey; Amit Kumar Tripathi; Jyoti Kumar Sharma;		2021-01-01
1128	A Smart Home Agriculture System Based on Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) has a growing application in agriculture and smart farming. Different monitoring, controlling and tracking systems have been proposed for increasing the …	Vahid Khalilpour Akram; Moharram Challenger;	2021 10th Mediterranean Conference on Embedded Computing …	2021-01-01
1129	A Greedy Approach to Improve Pesticide Application for Precision Agriculture Using Model Predictive Control Related Papers Related Patents Related Grants Related Venues Related Experts View	Umar Zangina; Salinda Buyamin; Muhammad Naveed Aman; Mohamad Shukri Zainal Abidin; Mohd Saiful Azimi Mahmud;	Comput. Electron. Agric.	2021-01-01
1130	Artificial Neural Networks in Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Artificial neural networks are one of the most important elements of machine learning and artificial intelligence. They are inspired by the human brain structure and function as …	Sebastian Kujawa; Gniewko Niedbała;	Agriculture	2021-01-01
1131	IoT Based Biomedical Intelligent System in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming is one of the conventional occupations in Goa. The predominant livelihood relies upon farming and agriculture. However, the principal hassle faced by farmers right here is …	John Colaco; R. B. Lohani;	Social Science Research Network	2021-01-01
1132	Implementation of Faulty Sensor Detection Mechanism Using Data Correlation of Multivariate Sensor Readings in Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Through sensor networks, agriculture can be connected to the IoT, which allows us to create connections among agronomists, farmers, and crops regardless of their geographical …	Ahmed Dhahir Malik; Ansar Jamil; Khaldoon Ammar Omar; Mohd Helmy Abd Wahab;		2021-01-01
1133	Machine Learning Applications for Precision Agriculture: A Comprehensive Review IF:6 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a vital role in the economic growth of any country. With the increase of population, frequent changes in climatic conditions and limited resources, it becomes a …	Abhinav Sharma; Arpit Jain; Prateek Gupta; Vinay Chowdary;	IEEE Access	2021-01-01
1134	Improving Multispectral Image Processing for Real-Time Agricultural Indices Tracking Using An Embedded System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recently, embedded systems have been used in precision agriculture for application control, tracking, and agricultural field monitoring. The integration of embedded systems in …	Amine Saddik; Rachid Latif; Abdelhafid El Ouardi;	Digital Technologies and Applications	2021-01-01
1135	A Combo Smart Model of Blockchain with The Internet of Things (IoT) for The Transformation of Agriculture Sector IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays traditional techniques of living and earning are being transformed to modern smart technologies, taking their inspiration from the emerging trends. Agriculture and its …	SABIR HUSSAIN AWAN et. al.	Wireless Personal Communications	2021-01-01
1136	Printed Sensor Technologies for Monitoring Applications in Smart Farming: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming is the integration of advanced technologies such as sensors, wireless communication, Internet of Things (IoT), artificial intelligence (AI), and robots, with …	Rakiba Rayhana; Gaozhi George Xiao; Zheng Liu;	IEEE Transactions on Instrumentation and Measurement	2021-01-01
1137	Smart Farming Technology with AI & Block Chain: A Review Related Papers Related Patents Related Grants Related Venues Related Experts View	Deepali Jawale; Sandeep Malik;	Smart Computing Techniques and Applications	2021-01-01
1138	SFarm: A Distributed Ledger Based Remote Crop Monitoring System for Smart Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	A. K. Bapatla; S. Mohanty; E. Kougianos;	IFIP Internet of Things	2021-01-01
1139	Digital Livestock Farming IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Suresh Neethirajan; Bas Kemp;	Sensing and bio-sensing research	2021-01-01
1140	Smart Sensing with Edge Computing in Precision Agriculture for Soil Assessment and Heavy Metal Monitoring: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the implementation of the Internet of Things, the agricultural domain has become data-driven, allowing for well-timed and cost-effective farm management while remaining …	MOHAMMAD NISHAT AKHTAR et. al.	Agriculture	2021-01-01
1141	Internet of Things-based Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet is used in communication in solving certain human challenges. These challenges are usually in the areas of science and technology including but not limited to …	Dickson Makasda Solomon; Amannah Constance Izuchukwu;		2021-01-01
1142	Pest Management System Using Agriculture Robot Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Detection of pests or insects is a common problem in the field of agriculture. Therefore strong action should be taken to save the crop from the infestation as well as reducing …	Anup S. Vibhute; Krishna R. Tate Deshmukh; Ravikant S. Hindule; Sharad M. Sonawane;	Techno-Societal 2020	2021-01-01
1143	Spade to Spoon: An IoT-Based End to End Solution for Farmer Using Machine Learning in Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a vital role in the development of the economy of any country. In India, on an average of almost 70% of the population is dependent on agriculture. The issues …	Mahendra Swain; Rajesh Singh; Md. Farukh Hashmi;		2021-01-01
1144	Etymologia: Petri Dish Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: 12. Centers for Disease Control and Prevention. Testing strategy for coronavirus (COVID-19) in high-density critical infrastructure workplaces after a COVID-19 case is identified. …	Monika Mahajan;	Emerging Infectious Diseases	2021-01-01
1145	A Multi-criteria Qualitative Tool for The Sustainability Assessment of Organic Durum Wheat-based Farming Systems Designed Through A Participative Process Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture sustainability assessment is a difficult issue for the coexistence of conflicting objectives and the multidimensionality of the performances. The environmental, …	ILEANA IOCOLA et. al.	Italian Journal of Agronomy	2021-01-01
1146	Smart Agricultural Monitoring and Decision Support System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture allows the farmers to monitor everything from crops cultivation to cattle breeding. This paper illustrates in making use of an evolving technology, i.e., smart …	Shahnaz Akhtar Hussain; Papu Moni Saikia;		2021-01-01
1147	A Fuzzy Delphi Based Inference System for Detecting and Controlling Rice Weeds Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this research, the purpose was to design a fuzzy expert system based on fuzzy delphi method to detect and control the rice weed. The statistical population was elites and …	Najmeh Fatahi Nafchi; Adeleh Asemi; Hamid Tahaei;		2021-01-01
1148	Web Design and Application Programming Interface (API) Smart Farming Application Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture in Indonesia plays a very important role. But the agricultural sector also has a lot of crowds in the process, from the nursery process to the feeding process to the …	Annafi’ Franz; Eko Junirianto; Suswanto Suswanto;		2021-01-01
1149	A Proposed Conceptual Framework Based on Machine Learning Techniques and IoT Services for Smart Farming in Developing Countries Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming in low and medium countries such as Ghana is seen as one of the pillars that support the economy. However, most smallholder farms within these countries face several …	Bridgitte Owusu-Boadu;	International Journal of Technology	2021-01-01
1150	Communication Systems of Smart Agriculture Based on Wireless Sensor Networks in IoT IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As technology develops, major countries have begun to implement the Smart Agriculture system and Internet of Things to facilitate farmers in managing their agricultural land. This …	Ardian Prima Atmaja; Aulia El Hakim,; Ari Purnomo Aji Wibowo; Lasardi Abdi Pratama;		2021-01-01
1151	An Efficient Framework for Data Aggregation in Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the advanced development of smart devices and network technique, Internet of Things has seen a large number of popular applications, among which, smart agriculture is a good …	Jiangjun Yuan; Weinan Liu; Jie Wang; Jiawen Shi; Ling Miao;	Concurrency and Computation: Practice and Experience	2021-01-01
1152	Design and Implementation of An Agricultural UAV With Optimized Spraying Mechanism Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural UAVs are growing and developing rapidly throughout the whole world due to its extensive advantages. Agricultural drones are transforming on the way farming is being …	Chern Han Sean Lee; Swee King Phang; Hou Kit Mun;		2021-01-01
1153	Expanded Metal: A Review of Manufacturing, Applications and Structural Performance Related Papers Related Patents Related Grants Related Venues Related Experts View	Dimas Smith; Carlos Graciano; Gabriela Martínez;	Thin-walled Structures	2021-01-01
1154	Ensemble Classifier for Plant Disease Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Image processing refers to the technique for the extraction of digital information from images. These image processing techniques have been applied to various provinces including …	Aamir Yousuf; Ufaq Khan;		2021-01-01
1155	On The Usability of Wireless Sensor Networks in Smart Farming Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Wireless communication has become a vital part of modern life. In recent years, mobile networks have undergone a rapid transformation from analog telephony to digital data …	Björn Gernert;		2021-01-01
1156	One-Shot Learning with Triplet Loss for Vegetation Classification Tasks IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We tried several deep learning architectures and approaches.	Alexander Uzhinskiy; Gennady Ososkov; Pavel Goncharov; Andrey Nechaevskiy; Artem Smetanin;	arxiv-cs.CV	2020-12-14
1157	A Web-tool For Calculating The Economic Performance Of Precision Agriculture Technology IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we develop a web-tool supporting the assessment of the net economic benefits of integrating precision farming technologies in different contexts.	MARCO MEDICI et. al.	arxiv-cs.CY	2020-12-09
1158	A Game Theoretic Analysis For Cooperative Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we analyze the behavior of farms participating in CSFs using game theory approach, where each farm is motivated to maximize its profit. We first present the problem of defective farms in CSFs due to lack of better data, and then propose a ML framework that segregates farms and automatically assign them to an appropriate CSF cluster based on the quality of data they provide.	Deepti Gupta; Paras Bhatt; Smriti Bhatt;	arxiv-cs.GT	2020-11-22
1159	A Multi-Plant Disease Diagnosis Method Using Convolutional Neural Network IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Hence, in this chapter, we investigate an optimal plant disease identification model combining the diagnosis of multiple plants. For the experiment and evaluation, we collected data from various online sources that included leaf images of six plants, including tomato, potato, rice, corn, grape, and apple.	Muhammad Mohsin Kabir; Abu Quwsar Ohi; M. F. Mridha;	arxiv-cs.CV	2020-11-10
1160	A Reinforcement Learning‐based Approach for Modeling and Coverage of An Unknown Field Using A Team of Autonomous Ground Vehicles IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision maps are useful in agricultural farm management for providing farmers (and field researchers) with locational information. Having an environmental model that includes …	S. Faryadi; J. Mohammadpour;	International Journal of Intelligent Systems	2020-11-10
1161	Localization for Precision Navigation in Agricultural Fields—Beyond Crop Row Following IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The growing world population calls for more efficient and sustainable farming technologies. Automating agricultural tasks has great potential to improve farming technologies. A …	W. Winterhalter; F. Fleckenstein; C. Dornhege; Wolfram Burgard;	Journal of Field Robotics	2020-11-09
1162	AI On The Bog: Monitoring And Evaluating Cranberry Crop Risk Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The goal of this paper is to develop an end-to-end cranberry health monitoring system to enable and support real time cranberry over-heating assessment to facilitate informed decisions that may sustain the economic viability of the farm. We develop drone-based field data and ground-based sky data collection systems to collect video imagery at multiple time points for use in crop health analysis.	PERI AKIVA et. al.	arxiv-cs.CV	2020-11-08
1163	Strawberry Detection Using A Heterogeneous Multi-Processor Platform Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes using the You Only Look Once version 3 (YOLOv3) Convolutional Neural Network (CNN) in combination with utilising image processing techniques for the application of precision farming robots targeting strawberry detection, accelerated on a heterogeneous multiprocessor platform.	Samuel Brandenburg; Pedro Machado; Nikesh Lama; T. M. McGinnity;	arxiv-cs.RO	2020-11-06
1164	Real-Time Control Over Wireless Networks Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To address these challenges, the following contributions are made in this dissertation: (1) A scalable and distributed routing algorithm for industrial IoT which generates graph routes, which offer a high degree of redundancy, (2) A local and online scheduling algorithm that is scalable, energy-efficient, and supports network/workload dynamics while ensuring reliability and real-time performance, (3) An approach to minimize latency for in-band integration of multiple low-power networks, (4) A fast and efficient test of schedulability that determines if an application meets the real-time performance requirement for given network topology, and (5) A distributed scheduling and control co-design that balances the control performance requirement and real-time performance for industrial IoT.	Venkata Prashant Modekurthy;	arxiv-cs.NI	2020-11-05
1165	Weed Density and Distribution Estimation for Precision Agriculture Using Semi-Supervised Learning IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a deep learning-based semi-supervised approach for robust estimation of weed density and distribution across farmlands using only limited color images acquired from autonomous robots.	Shantam Shorewala; Armaan Ashfaque; Sidharth R; Ujjwal Verma;	arxiv-cs.CV	2020-11-04
1166	A Cost‐effective LoRa‐based Customized Device for Agriculture Field Monitoring and Precision Farming on IoT Platform IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Low‐power wide area networks (LPWAN) applications are emerging as a new paradigm, over Internet of Things (IoT) platform. LoRa (long range) is playing a key role in information …	Mahendra Swain; Mohammad Farukh Hashmi; Rajesh Singh; Abdul Wahab Hashmi;	International Journal of Communication Systems	2020-11-03
1167	Crop and Weed Classification Based on AutoML Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we applied autonomous machine learning with a new objective function for crop and weed classification, achieving higher accuracy and lower crop killing rate (rate of identifying a crop as a weed).	XUETAO JIANG et. al.	arxiv-cs.AI	2020-10-27
1168	High-Throughput Image-Based Plant Stand Count Estimation Using Convolutional Neural Networks IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a deep learning based approach, named DeepStand, for image-based corn stand counting at early phenological stages.	Saeed Khaki; Hieu Pham; Ye Han; Wade Kent; Lizhi Wang;	arxiv-cs.CV	2020-10-23
1169	Internet of Things in Smart Agriculture — Possibilities and Challenges IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Intensive development of the Internet of Things (IoT) technologies enabled different novel applications, including smart agriculture systems. Smart agriculture concept connotes …	K. Grgic; D. Zagar; J. Balen; Jelena Vlaovic;	2020 International Conference on Smart Systems and …	2020-10-14
1170	ProtÉdge: A Few‐shot Ensemble Learning Approach to Software‐defined Networking‐assisted Edge Security Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The rise of the Internet of Things (IoT) paradigm has had a significant impact on our lives through many use cases including smart farming, smart homes, and smart healthcare among …	Ahmed Demirpolat; Alper Kaan Sarica; Pelin Angin;	Transactions on Emerging Telecommunications Technologies	2020-10-07
1171	Advantages of Internet of Things (IoT) and It’s Applications in Smart Agriculture System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As we know that Agriculture serves as the heart of Indian economy and half of the population in India survives because of agriculture is the main earning crops in India for this …	S. Rahaman; Shraman Biswas;		2020-10-01
1172	Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we propose an alternative solution with respect to the common data augmentation methods, applying it to the fundamental problem of crop/weed segmentation in precision farming.	Mulham Fawakherji; Ciro Potena; Alberto Pretto; Domenico D. Bloisi; Daniele Nardi;	arxiv-cs.CV	2020-09-12
1173	Real-time Plant Health Assessment Via Implementing Cloud-based Scalable Transfer Learning On AWS DeepLens IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Previously, to detect and classify plant leaf disease, various Machine Learning models have been proposed; however, they lack usability due to hardware incompatibility, limited scalability and inefficiency in practical usage.	Asim Khan; Umair Nawaz; Anwaar Ulhaq; Randall W. Robinson;	arxiv-cs.CV	2020-09-09
1174	Report On The 2019 Workshop On Smart Farming And Data Analytics (SFDAI) Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The 1st National workshop on Smart Farming and Data Analytics took place at Maynooth University in Ireland on June 12, 2019.	Liadh Kelly; Simone van der Burg; Aine Regan; Peter Mooney;	arxiv-cs.CY	2020-09-07
1175	DropLeaf: A Precision Farming Smartphone Application for Measuring Pesticide Spraying Methods IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	BRUNO BRANDOLI et. al.	ArXiv	2020-08-31
1176	Pest Management In Cotton Farms: An AI-System Case Study From The Global South IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We address this problem by presenting a new solution for pesticide management that uses deep learning, smartphone cameras, inexpensive pest traps, existing digital pipelines, and agricultural extension-worker programs.	AMAN DALMIA et. al.	kdd	2020-08-21
1177	Blockchain-Enabled Internet-of-Things Platform for End-to-End Industrial Hemp Supply Chain Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we develop a blockchain enabled internet-of-things (IoT) platform for IHSC to support process tracking, scalability, interoperability, and risk management.	Keqi Wang; Wei Xie; Wencen Wu; Jinxiang Pei; Qi Zhou;	arxiv-cs.CR	2020-08-11
1178	Bayesian Case-Exclusion And Personalized Explanations For Sustainable Dairy Farming (Extended Abstract) IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper reports a case-based reasoning (CBR) system, PBI-CBR, that predicts grass growth for dairy farmers, that combines predictive accuracy and explanations to improve user adoption.	EOIN M. KENNY et. al.	ijcai	2020-07-21
1179	A Multi-delay Model for Pest Control with Awareness Induced Interventions — Hopf Bifurcation and Optimal Control Analysis IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming awareness is an important measure for pest controlling in agricultural practice. Time delay in controlling pest may affect the system. Time delay occurs in organizing …	Fahad Al Basir;	International Journal of Biomathematics	2020-07-11
1180	Editorial: Special Issue “Emerging Sensor Technology in Agriculture” Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Research and innovation activities in the area of sensor technology can accelerate the adoption of new and emerging digital tools in the agricultural sector by the implementation …	C. Poblete-Echeverría; S. Fuentes;	Sensors (Basel, Switzerland)	2020-07-01
1181	A Web Based Application for Agriculture : “Smart Farming System” IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	F M Javed Mehedi Shamrat;		2020-06-25
1182	A Web Service‐based Internet of Things Framework for Mobile Resource Augmentation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Mobile devices are the primary communication tool in day to day life of the people. Nowadays, the enhancement of the mobile applications namely IoTApps and their exploitation in …	S. Anitha; T. Padma;	International Journal of Communication Systems	2020-06-17
1183	Smartphone Applications Targeting Precision Agriculture Practices—A Systematic Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditionally farmers have used their perceptual sensorial systems to diagnose and monitor their crops health and needs. However, humans possess five basic perceptual systems with …	JORGE MENDES et. al.	Agronomy	2020-06-16
1184	Local Motion Planner For Autonomous Navigation In Vineyards With A RGB-D Camera-Based Algorithm And Deep Learning Synergy IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this context, this study presents a low-cost local motion planner for autonomous navigation in vineyards based only on an RGB-D camera, low range hardware, and a dual layer control algorithm.	Diego Aghi; Vittorio Mazzia; Marcello Chiaberge;	arxiv-cs.LG	2020-05-26
1185	A Proposed IoT Smart Trap Using Computer Vision For Sustainable Pest Control In Coffee Culture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, a smart trap with IoT capabilities that uses computer vision to identify the insect of interest is proposed.	Vitor Alexandre Campos Figueiredo; Samuel Mafra; Joel Rodrigues;	arxiv-cs.CV	2020-04-09
1186	ADW: Blockchain-enabled Small-scale Farm Digitization Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To address these challenges, we present a system, called Agribusiness Digital Wallet (ADW), which leverages blockchain to formalize the interactions and enable seamless data flow in small-scale farming ecosystem.	NELSON BORE et. al.	arxiv-cs.DC	2020-03-15
1187	Data Warehouse and Decision Support on Integrated Crop Big Data IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we designed and implemented a continental level agricultural data warehouse (ADW).	V. M. Ngo; N. A. Le-Khac; M. T. Kechadi;	arxiv-cs.DB	2020-03-09
1188	Applications of Internet of Things (IoT) – An Overview IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) is a revolutionary communication paradigm which plays an essential role in the field of remote monitoring and control operations. This paper presents the …	S. Ramson; S. Vishnu; M. Shanmugam;	2020 5th International Conference on Devices, Circuits and …	2020-03-01
1189	Advanced UAV–WSN System for Intelligent Monitoring in Precision Agriculture † IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The growing need for food worldwide requires the development of a high-performance, high-productivity, and sustainable agriculture, which implies the introduction of new …	D. Popescu; F. Stoican; G. Stamatescu; L. Ichim; Cristian Dragana;	Sensors (Basel, Switzerland)	2020-02-01
1190	An IoT Enabled Green Farming Using Image Processing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: From the very beginning, agriculture contributes a major portion to our national income. In India over two-third of our population are engaged directly and also depend for their …	Shruthi K; Chandana H S; AfraaFarheen S; Chinmayi P; Anusha N;	SSRN Electronic Journal	2020-01-01
1191	Construction of Knowledge Test to Measure The Level of Knowledge of Farmers on Climate Resilient Technologies Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural productivity in rainfed areas continues to remain low and unstable due to weather aberrations, nutrient disorder and poor socio-economic status of farmers. Recurrent …	K. Kalyan Babu; P. L. R. J. Praveena; V. Sailaja; V. Chandrika;	International Journal of Current Microbiology and Applied …	2020-01-01
1192	237 Developing A Dairy Brain: Improved Decision-Making from Continuous Integrated Data Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Data pervades the dairy farming industry. However, specific data streams are most often ad-hoc and poorly linked to each other and to decision making processes. It is imperative …	Victor E. Cabrera;	Journal of Animal Science	2020-01-01
1193	An Efficient Implementation of Data Mining Techniques in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture being the utmost noteworthy operational domain in current scenario and agribusiness holders including farmers are required to make wide range of decisions every day. …	Suraj Nath; Debashri Debnath; Parthapratim Sarkar; Ankur Biswas;	Journal of Computational and Theoretical Nanoscience	2020-01-01
1194	Smart Sensing System for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This chapter presented the state-of-the-art survey of the research literature on how emerging technology used to solve agricultural problems specifically related to precision …	El-Sayed Ewis Omran; Abdelazim M. Negm;		2020-01-01
1195	The Nature of Integrated Pest Management Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This chapter aims to find out the complexities of the nature of Integrated Pest Management (IPM) and to present some points made by its critics. It begins by presenting the …	Juan F. Barrera;		2020-01-01
1196	IoT-based Low Cost Architecture for Smart Farming IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Food security has been always a critical challenge for humankind, especially for developing countries. Different players around the world are engaged at different levels to …	Amine Faid; Mohamed Sadik; Essaid Sabir;	2020 International Wireless Communications and Mobile …	2020-01-01
1197	Benefits and Limitations of Decision Support Systems (DSS) with A Special Emphasis on Weeds IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Decision support systems (DSS) have the potential to support farmers to make the right decisions in weed management. DSSs can select the appropriate herbicides for a given field …	PANAGIOTIS KANATAS et. al.	Agronomy	2020-01-01
1198	Plant Disease Detection Using Image Processing Techniques IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Indian economy is highly dependent on Agriculture productivity. Having diseases in plants are natural, so disease detection in plant plays an important role in agriculture …	Chinmayee Sawant; Mithila Shirgaonkar; Sakshi Khule; Prajakta Jadhav;		2020-01-01
1199	Evolutionary Feature Optimization for Plant Leaf Disease Detection By Deep Neural Networks IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Apple leaf disease is the foremost factor that restricts apple yield and quality. Usually, much time is taken for disease detection with the existing diagnostic techniques; …	Jalal Sadoon Hameed Al-bayati; Burak Berk Üstündağ;	Int. J. Comput. Intell. Syst.	2020-01-01
1200	A Survey on Solar Powered Autonomous Multipurpose Agricultural Robot Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is considered as one of the most important economic activities in India. This paper deals with trade and development of low cost, low power and less human effort robot …	Shweta Madiwalar; Sujata Patil; Sunita Meti; Nikhila Domanal; Kaveri Ugare;	2020 2nd International Conference on Innovative Mechanisms …	2020-01-01
1201	Rancang Bangun Farming Box Dengan Pengaturan Suhu Menggunakan Fuzzy Logic Controller Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Implementation of control systems has been carried out in many fields of science. One of it applications is in the agriculture fields. In this research we implemented a control …	Riza Agung Firmansyah; Dani Junianto;		2020-01-01
1202	Deep Convolutional Neural Network Based Detection System for Real-time Corn Plant Disease Recognition IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Sumita Mishra; Rishabh Sachan; Diksha Rajpal;	Procedia Computer Science	2020-01-01
1203	Plant Classification and Position Estimation for Autonomous Field Robots Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This work presents new approaches to plant classifcation and plant position estimation to enable feld robot based precision agriculture. The developed methods are designed for …	Sebastian Haug;		2020-01-01
1204	The Sound Classification System Based on Neural Networks with Attention Mechanism and Autoencoders Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper discusses the models and methods of machine learning methods used in environmental sound classification systems. A sound classification subsystem could be implemented …	Anastasiia Kryvokhata;		2020-01-01
1205	Sarsense: A C- and L-Band SAR Rehearsal Campaign in Germany in Preparation for ROSE-L Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In summer 2019 the SARSense campaign was held in Jülich, Germany, to provide insights into the potentials and specifications of the ESA Copernicus candidate mission ROSE-L (Radar …	CARSTEN MONTZKA et. al.	IGARSS 2020 – 2020 IEEE International Geoscience and Remote …	2020-01-01
1206	Classification of Ladies Finger Plant Leaf Using Deep Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In our nation, the agricultural sector is decreasing which reciprocally affects the production capability of agricultural goods. It has become significantly more important to feed …	L. Selvam; P. Kavitha;	Journal of Ambient Intelligence and Humanized Computing	2020-01-01
1207	Reducing Ecological Complexity Using The Archetype Approach – An Application to Natural Pest Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Complexity and context-dependence in ecological and socioecological phenomena often cause inconsistent or seemingly idiosyncratic responses. This apparent lack of generality …	NIKOLAOS ALEXANDRIDIS et. al.	bioRxiv	2020-01-01
1208	Detecting Abnormal Sensors Via Machine Learning: An IoT Farming WSN-based Architecture Case Study IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	PAULO SILAS SEVERO DE SOUZA et. al.	Measurement	2020-01-01
1209	Solar Powered Automated Multi-Tasking Agricultural Robot IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: More than 40 percent of the population in the world chooses agriculture as the primary occupation. The main objective of the project is to design a multitasking vehicle for …	B R Jerosheja; C Mythili;	2020 International Conference on Innovative Trends in …	2020-01-01
1210	Simulation of Internet of Things Water Management for Efficient Rice Irrigation in Rwanda IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The central role of water access for agriculture is a clear challenge anywhere in the world and particularly in areas with significant seasonal variation in rainfall such as in …	Peace Bamurigire; Anthony Vodacek; Andras Valko; Said Rutabayiro Ngoga;	Agriculture	2020-01-01
1211	Energy Efficient Wireless Communication for IoT Enabled Greenhouses IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) technology is shaping different aspects of agriculture management strategies. Precision Agriculture (PA) can be improved by the provision of adequate …	Ritesh Kumar Singh; Rafael Berkvens; Maarten Weyn;	2020 International Conference on COMmunication Systems & …	2020-01-01
1212	Supervised Pest Control in The Apple Orchards of Emilia Romagna and Automatic Data Management Test Related Papers Related Patents Related Grants Related Venues Related Experts View	G. Briolini;		2020-01-01
1213	Application of AI Technology to Smart Agriculture: Detection of Plant Diseases Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the agricultural field, crop diseases and physiological disorders have a large impact on its yield and quality. Minimizing damage is very important, but most of the work such …	Soichiro Torai; Shinichi Chiyoda; Kenichi Ohara;	2020 59th Annual Conference of the Society of Instrument …	2020-01-01
1214	Recent Development of AI and IoT in The Field Of Agriculture Industries: A Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this, paper presents the new technology which in turn increases the area of application for the technology, amongst that, one of them is the agricultural application such as …	Amith A. Kulkarni; P. Dhanush; B. S. Chethan; C. S. Thammegowda; Prashant Kumar Shrivastava;		2020-01-01
1215	The Analysis of Technical Efficiency of Inbred and Hybrid Lowland Rice Farming Business Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The background of this research was the unachieved rice productivity of hybrid lowland rice which targeted by the Director General of Crops in 2017. Hybrid lowland rice farmers …	Siti Sholikah; Kadarmanto Kadarmanto;		2020-01-01
1216	Internet of Green Things with Autonomous Wireless Wheel Robots Against Green Houses and Farms IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, smart farming involves the integration of advanced technologies that incorporate low-cost robots to meet the required knowledge and maintain the health of plants in …	C RAMASAMY SANKAR RAM et. al.	International Journal of Distributed Sensor Networks	2020-01-01
1217	Territorial Features of Application of Precision Farming Technologies Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The article discusses the issues of territorial patterns in the implementation of precision farming technologies, which are insufficiently studied and constitute a significant …	E. A. Skvortsov; A. S. Gusev;		2020-01-01
1218	Modeling of Robot Interaction in Coalition Through Smart Space and Blockchain: Precision Agriculture Scenario Related Papers Related Patents Related Grants Related Venues Related Experts View	Alexander Smirnov; Nikolay Teslya;		2020-01-01
1219	Accuracy and Reliability of Data in IoT System for Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Sarawak is the largest state in Malaysia with 124,499 km2 land area which made up 37.5 % of Malaysia [1]. Despite having huge landmass, Sarawak’s agriculture sector is under …	Nabilah Omar; Hushairi Zen; Nadia Nicole Anak Aldrin; Waluyo Waluyo; Febrian Hadiatna;	International Journal of Integrated Engineering	2020-01-01
1220	Implementasi Neural Network Untuk Kendali Gerak Mobile Robot Pembasmi Hama Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agricultural sector is one of the most important economic sectors for Indonesia. However, agriculture itself is accompanied by a number of problems, one of which is pests that …	Dadi Setiadi; Pola Risma; Tresna Dewi; RD Kusumanto; Yurni Oktarina;		2020-01-01
1221	An Intelligent Autonomous Robotic System for Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The decline in the agricultural sector is a massive problem for Pakistan, as it relies primarily on agriculture. This decline has come about due to the outdated and traditional …	Mehdi Hussain; Syed Hassan Abbas Naqvi; Salman Hassan Khan; Muhammad Farhan;	2020 3rd International Conference on Intelligent Autonomous …	2020-01-01
1222	Democratization of AI to Small Scale Farmers, Albeit Food Harvesting Citizen Data Scientists, That Are at The Bottom of The Economic Pyramid Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Climate change is impacting milk production worldwide. For instance, increased heat stress in cows is causing average-sized dairy farms losing thousands of milk gallons each year; …	CHANDRASEKAR VUPPALAPATI et. al.		2020-01-01
1223	AgriRobot: Implementation and Evaluation of An Automatic Robot for Seeding and Fertiliser Microdosing in Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, agriculture solutions using robotics and the internet of things (IoT) technology provided advanced agricultural support for farmers to produce food products with …	Ratnmala Nivrutti Bhimanpallewar; Manda Rama Narasingarao;	International Journal of Agricultural Resources, Governance …	2020-01-01
1224	Enhancing Security in Smart Homes-A Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) is growing rapidly as the number of users using smart “things” for communication has increased. The Internet of Things is the interconnection of …	Bhuvana Janita; R. Jagadeesh Kannan; N. Kumaratharan;		2020-01-01
1225	A Review of Advanced Technologies and Development for Hyperspectral-Based Plant Disease Detection in The Past Three Decades IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The detection, quantification, diagnosis, and identification of plant diseases is particularly crucial for precision agriculture. Recently, traditional visual assessment …	NING ZHANG et. al.	Remote. Sens.	2020-01-01
1226	Deep Learning Predictor for Sustainable Precision Agriculture Based on Internet of Things System IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Based on the collected weather data from the agricultural Internet of Things (IoT) system, changes in the weather can be obtained in advance, which is an effective way to plan and …	XUEBO JIN et. al.	Sustainability	2020-01-01
1227	Assessment of Agricultural Practices From Sentinel 1 and 2 Images Applied on Rice Fields to Develop A Farm Typology in The Camargue Region Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the global change context, an efficient management of the available resources has become one of the most important topics particularly for the sustainable crop development. …	Dominique Courault; Laure Hossard; Fabrice Flamain; Nicolas Baghdadi; Kamran Irfan;	IEEE Journal of Selected Topics in Applied Earth …	2020-01-01
1228	NB-IoT: Applications and Future Prospects in Perspective of Bangladesh IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this article a review has been performed on the technical background and the core supporting technologies of the narrow-band Internet of Things (NB-IoT) and the possible …	Mobasshir Mahbub;	International Journal of Information Technology	2020-01-01
1229	Development of Spray Calculation Algorithm Using The Pest Control Drones Related Papers Related Patents Related Grants Related Venues Related Experts View	Lim Jintaek;	Journal of Convergence Information Technology	2020-01-01
1230	Review: Cost-Effective Unmanned Aerial Vehicle (UAV) Platform for Field Plant Breeding Application IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Utilization of remote sensing is a new wave of modern agriculture that accelerates plant breeding and research, and the performance of farming practices and farm management. …	GYUJIN JANG et. al.	Remote. Sens.	2020-01-01
1231	Experimental Testbed and Methodology for The Assessment of RTK GNSS Receivers Used in Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision Agriculture (PA) refers to applications asking for reliable and highly available precise positions, at centimeter level, in most of operational scenarios. Machinery …	Marco Pini; Gianluca Marucco; Gianluca Falco; Mario Nicola; Wim De Wilde;	IEEE Access	2020-01-01
1232	Smart Agriculture with AI Sensor By Using Agrobot IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture is a developing idea on the concepts because IOT sensors are fit for providing information about agriculture fields. Presently days the vast majority of the …	B. Ragavi; L. Pavithra; P. Sandhiyadevi; G.K. Mohanapriya; S. Harikirubha;	2020 Fourth International Conference on Computing …	2020-01-01
1233	Research on Precision Planting Management System Based on Agricultural Big Data Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Through the use of agricultural intelligent sensing equipment and intelligent control equipment, the precision planting management system builds the Internet of Things monitoring …	Yu Li;		2020-01-01
1234	Video Processing for Agricultural Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Cameras are widely used as sensors for a variety of engineering applications. In a typical video-based application, spatial segmentation is a fundamental step which provides the …	He Liu;		2020-01-01
1235	A Review on Monitoring and Advanced Control Strategies for Precision Irrigation IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	EMMANUEL ABIODUN ABIOYE et. al.	Comput. Electron. Agric.	2020-01-01
1236	AGRICULTURALLY CONSISTENT MAPPING OF SMALLHOLDER FARMING SYSTEMS USING REMOTE SENSING AND SPATIAL MODELLING Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smallholder agriculture provides 90 % of primary food production in developing countries. Its mapping is thus a key element for national food security. Remote sensing is widely …	A. Crespin-Boucaud; V. Lebourgeois; D. Lo Seen; M. Castets; A. Bégué;	ISPRS – International Archives of the Photogrammetry, …	2020-01-01
1237	Decifarm: A Fuzzy Decision-support Environment for Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	Jérôme Dantan; Hajer Baazaoui Zghal; Yann Pollet;		2020-01-01
1238	Big Data Storage and Analysis for Smart Farming IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart Farming has always been referred to as agriculture, but nowadays, that is no longer the case. Today, Smart farming is made up of Precision Agriculture (PA) and Precision …	Fabrice Nolack Fote; Saïd Mahmoudi; Amine Roukh; Sidi Ahmed Mahmoudi;	2020 5th International Conference on Cloud Computing and …	2020-01-01
1239	Vine Disease Detection in UAV Multispectral Images Using Optimized Image Registration and Deep Learning Segmentation Approach IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Mohamed Kerkech; Adel Hafiane; Raphael Canals;	Comput. Electron. Agric.	2020-01-01
1240	The Implementation of A Crop Diseases APP Based on Deep Transfer Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Classifying the severity of crop diseases is the staple-basic element of the plant pathology for making disease prevent and control strategies. The diagnosis of disease needs …	MENGJI YANG et. al.	2020 3rd International Conference on Artificial …	2020-01-01
1241	Overview of The Application of Computer Vision Technology in Fish Farming IF:2 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The issues that are currently identified in Russia during the implementation of Digital Agriculture project are considered. The main issues that need to be addressed in …	A. V. Petrov; Anton Popov;		2020-01-01
1242	Artificial Intelligence Driven Crop Protection Optimization for Sustainable Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper introduces digital farming solutions offered by xarvio™ and how these solutions contribute towards achieving the United Nations Sustainable Development Goals. By …	Priyamvada Shankar; Nicolas Werner; Sandra Selinger; Ole Janssen;	2020 IEEE / ITU International Conference on Artificial …	2020-01-01
1243	Handling of Class Imbalance for Plant Disease Classification with Variants of GANs Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant leaf diseases are one of the major threats to the agriculture sector that significantly contribute to yield losses. Swift and accurate detection of plant leaf diseases is …	Barshneya Talukdar;	2020 IEEE 15th International Conference on Industrial and …	2020-01-01
1244	Research Review of Feature Extraction and Classification Recognition of Rice Disease Images Based on Computer Vision Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Diagnosis and recognition of rice diseases and pests, amongst others, are an essential research direction of precision agriculture, which help to effectively prevent and control …	Hui Li;		2020-01-01
1245	Aggregate Farming in The Cloud: The AFarCloud ECSEL Project IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	PEDRO CASTILLEJO et. al.	Microprocess. Microsystems	2020-01-01
1246	Introduction to Invasive Weed Optimization Method Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The weeds are generally defined as the unwanted plants growing in an agricultural field. The weeds are not very useful and occupy the space in the field to successfully outnumber …	Dilip Kumar; B. G. Rajeev Gandhi; Rajib Kumar Bhattacharjya;		2020-01-01
1247	Evaluation of NDVI and NDWI Parameters in CPU-GPU Heterogeneous Platforms Based CUDA Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Artificial intelligence is a field in full development, from facial recognition to autonomous vehicles and referral systems for online shopping, passing by smart farming, these …	Fatima Zahra Guerrouj; Rachid Latif; Amine Saddik;	2020 5th International Conference on Cloud Computing and …	2020-01-01
1248	A Simulation Approach to The Spectral Quality of Multispectral Images Enhancement Related Papers Related Patents Related Grants Related Venues Related Experts View	Katarzyna Siok; Agnieszka Jenerowicz; Ireneusz Ewiak;	Comput. Electron. Agric.	2020-01-01
1249	CNN Feature Based Graph Convolutional Network for Weed and Crop Recognition in Smart Farming IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	HONGHUA JIANG et. al.	Comput. Electron. Agric.	2020-01-01
1250	Modelling and Analysis of Seeding Robot for Row Crops Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture in India relies on light and heavy machinery managed manually by farmers. In such cases, the output is affected by the availability of manual labour. This brings about …	Cino Mathew Jose; A. P. Sudheer; M. D. Narayanan;		2020-01-01
1251	The Application Scenario and Dependence with IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this globalization era, Internet of Things plays a vital role in our daily life. Internet of Things (IoT) has shown a phenomenal growth globally over the past couple of years. …	Kavita Suryawanshi; Manasi Pandharkar;		2020-01-01
1252	Design of Multi-parameter Monitoring System for Intelligent Agriculture Greenhouse Based on Artificial Intelligence Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to improve the multi-parameter monitoring capability of the intelligent agricultural greenhouse, a multi-parameter monitoring system design scheme of the intelligent …	Wang Kun;	Multimedia Technology and Enhanced Learning	2020-01-01
1253	Internet of Things and Fuzzy Logic Based Hybrid Approach for The Prediction of Smart Farming System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Intelligent connectivity plays a vital role in improving the crop irrigation, crop yield, and crop quality as well as enhanced crop monitoring, weather prediction, and animal …	Vikram Puri; Magesh Chandramouli; Chung Van Le; Trinh Hiep Hoa;	2020 International Conference on Computer Science, …	2020-01-01
1254	Development of Spectral Indices for Identifying Glyphosate-resistant Weeds IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Alimohammad Shirzadifar; Sreekala G. Bajwa; John Nowatzki; Jamileh Shojaeiarani;	Comput. Electron. Agric.	2020-01-01
1255	Optimal Agricultural Spreading Scheduling Through Surrogate-based Optimization and MINLP Models Related Papers Related Patents Related Grants Related Venues Related Experts View	MANUEL RAMOS-CASTILLO et. al.	Information Processing in Agriculture	2020-01-01
1256	Smart Farming Becomes Even Smarter With Deep Learning—A Bibliographical Analysis IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming is a new concept that makes agriculture more efficient and effective by using advanced information technologies. The latest advancements in connectivity, automation, …	Z. Ünal;	IEEE Access	2020-01-01
1257	Automatic Monitoring and Control System in Aeroponic Plant Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper describes the implementation of an automatic control system for aeroponics. This system contains a lattepanda as the main processing unit and an adjustable interface to …	Iwan Fitrianto Rahmad; Lili Tanti; Ratih Puspasari; Evri Ekadiansyah; Vidi Agung Fragastia;	2020 8th International Conference on Cyber and IT Service …	2020-01-01
1258	A System for Optimizing Fertilizer Dosing in Innovative Smart Fertigation Pipelines: Modeling, Construction, Testing and Control IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart fertigation is a topic of great interest in the effort to optimize different activities involved in local and extensive agriculture for assisting crops, optimizing …	Nicola Ivan Giannoccaro; G. Persico; S. Strazzella; Aime Lay-Ekuakille; Paolo Visconti;	International Journal of Precision Engineering and …	2020-01-01
1259	Payload Manipulation for Seed Sowing Unmanned Aerial Vehicle Through Interface with Pixhawk Flight Controller Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, the use of Unmanned Aerial Vehicles (UAVs) is growing rapidly in the agriculture sector and forest management. UAVs play a vital role in the conservation and …	D. Yamunathangam; J. Shanmathi; R. Caviya; G. Saranya;	2020 Fourth International Conference on Inventive Systems …	2020-01-01
1260	Smart Farming Precision Agriculture Project Success Based on Information Technology Capability Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The imperative of any area to involve technology in anything creates loopholes. In terms of implementing Smart Farming Precision Agriculture, several problems arise, especially in …	Dwi Yuniarto; Dody Herdiana; Dani Indra Junaedi;	2020 8th International Conference on Cyber and IT Service …	2020-01-01
1261	Fuzzy Tuned PID Controller for Vibration Control of Agricultural Manipulator Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Image-based phenotyping systems have evolved over the years, and become an integral part of crop and plant science research. Phenotyping systems provide great potential to deliver …	Satyam Paul; Ajay Arunachalam; Davood Khodadad; Olena Rubanenko;	2020 International Congress on Human-Computer Interaction, …	2020-01-01
1262	A Review on Smart IoT Based Farming IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the increase of world population, the availability of food to all inhabitants on globe is one of the significant challenges. These challenges need to be addressed by adopting …	Hira Farooq; Hafeez Ur Rehman; Anam Javed; Mehnaz Shoukat; Sandra Dudely;		2020-01-01
1263	IOT Based LORA Technology for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the backbone of the economic system declining its production due to overpopulation and urbanization, so there is a need of precision agriculture. Precision …	Hiba Iftikhar; Ranjit Biswas; Nashrah .;	Journal of Engineering and Technology	2020-01-01
1264	INTERNET OF THINGS: AUTOMATIC PLANT WATERING SYSTEM USING ANDROID IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) is a system that connects devices directly or indirectly to the internet. The device can work with remote control. One application of the IoT system on …	Ridwan Siskandar; Muhammad A Fadhil; Billi Rifa Kusumah; Irmansyah Irmansyah; Irzaman Irzaman;	Jurnal Teknik Pertanian Lampung (Journal of Agricultural …	2020-01-01
1265	SyrAgri: A Recommender System for Agriculture in Mali IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper focuses on recommender system for agriculture in Mali called SyrAgri. The goal is to guide and improve the quality-of-experience of farmers by offering them good …	Jacqueline Konaté; Amadou G. Diarra; Seydina O. Diarra; Aminata Diallo;	Inf.	2020-01-01
1266	AI and IoT Based Monitoring System for Increasing The Yield in Crop Production IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Artificial Intelligence (AI) and Internet of things (IoT) based monitoring systems are in great demand and gives a precise extraction and analysis of data. In this paper, the …	Richa Singh; Sarthak Srivastava; Rajan Mishra;	2020 International Conference on Electrical and Electronics …	2020-01-01
1267	A Multi-level Smart Monitoring System By Combining An E-Nose and Image Processing for Early Detection of FAW Pest in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Fall Armyworm whose scientific name is Spodoptera frugiperda is a pest which have a large destructive activity of cornfields in sub-Saharan Africa. Fall Armyworm is a pest causing …	Sèmèvo Arnaud R. M. Ahouandjinou; Manhougbé Probus A. F. Kiki; Prince E. N. Amoussouga Badoussi; Kokou M. Assogba;		2020-01-01
1268	IOT Enabled Smart Drip Irrigation System Using Web/Android Applications IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The water requirements for irrigation have been very demanding nowadays. There is a requirement for a wise irrigation system which will save a good amount of water. In the world, …	Ravi Kant Jain; Bikash Gupta; Mustaq Ansari; Partha Pratim Ray;	2020 11th International Conference on Computing, …	2020-01-01
1269	An Agricultural Data Platform IStar Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Organizations increasingly rely on external data and service exchange within business networks in order to fuel their analytics and artificial intelligence needs. In Industry 4.0 …	Stefan Braun; István Koren; Marc Van Dyck; Matthias Jarke;		2020-01-01
1270	Enabling Precision Agriculture Through Embedded Sensing With Artificial Intelligence IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Artificial intelligence (AI) has smoothly penetrated in a number of monitoring and control applications including agriculture. However, research efforts toward low-power sensing …	DMITRII SHADRIN et. al.	IEEE Transactions on Instrumentation and Measurement	2020-01-01
1271	Privacy and Security in Smart and Precision Farming: A Bibliometric Analysis IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: By using IoT in agriculture which is used for remote monitoring and automation bring a new concern about security and privacy, due to facing huge scale of data in its environment. …	Sanaz Nakhodchi; Ali Dehghantanha; Hadis Karimipour;		2020-01-01
1272	SMART FARMING FIELD OBSERVATION USING EMBEDDED SYSTEMS IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	N. Ashokkumar; P Krishnagandhi; B. Karthik Kannan; Y. David Solomon Raju;	INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING AND …	2020-01-01
1273	Agro-AI Education: Artificial Intelligence for Future Farmers Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The importance of sustainable and efficient food production has driven the need for applying increasingly advanced approaches in farming and agriculture. To keep up with this …	Donovan Orn; Lian Duan; Yi Liang; Harvey P. Siy; Mahadevan Subramaniam;	Proceedings of the 21st Annual Conference on Information …	2020-01-01
1274	INTEGRATING INTELLIGENCE IN HYDROPONIC FARMS Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a major role on improving the economy of the country. Modern farming technique like Hydroponics is in rise which is soilless farming culture and the plants were …	V. R. Saraswathy; C. Nithiesh; S. Palani Kumaravel; S. Ruphasri;	INTERNATIONAL JOURNAL OF ELECTRICAL ENGINEERING AND …	2020-01-01
1275	Economic, Environmental and Social Impacts Related Papers Related Patents Related Grants Related Venues Related Experts View	S.M. PEDERSEN et. al.		2020-01-01
1276	AN APPROACH ADOPTED FOR SMART DATA GENERATION AND VISUALIZATION PROBLEMS Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Abstract. This paper discusses how to address and overcome some of the problems related to smart data generation and visualization, such as the poor autonomy of wireless sensor …	C. Capodiferro; M. Mazzei;		2020-01-01
1277	Adoption of Integrated Crop Management (ICM) Level On Rice Paddy Farming Agricultural Business Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Poor level of knowledge and low level of technology adoption can reduce the production of a rice paddy in an agricultural business run by the farmer. Integrated Crop Management …	Akiyana Akiyana; Evahelda Evahelda; Yudi Sapta Pranoto;		2020-01-01
1278	Radar-Crop-Monitor – Mapping Agricultural Conditions with Sentinel-1 Time Series Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study explores the potential of Sentinel-1 time series to map field heterogeneities as an additional information into optical vegetation index products into operational …	CHRISTIANE SCHMULLIUS et. al.	IGARSS 2020 – 2020 IEEE International Geoscience and Remote …	2020-01-01
1279	Recognition of Pest Based on Faster RCNN Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Effective prediction of crop pest species and quantities can provide a priori knowledge for pest control. However, there are many kinds of pests and the color and texture of …	Miaohui Zhang; Yunzhong Chen; Bo Zhang; Kangning Pang; Bingxue Lv;		2020-01-01
1280	Design and Research of Agricultural Environmental Monitoring System Based on Wireless Sensor Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to solve the traditional agricultural environment monitoring wiring cost high, data accuracy low, power consumption and other problems. A wireless sensor based …	Sun jie-ru; Chen xiao-ning;	2020 5th International Conference on Automation, Control …	2020-01-01
1281	Plant Disease Detection with Deep Learning and Feature Extraction Using Plant Village IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, crop diseases are a crucial problem to the world’s food supplies, in a world where the population count is around 7 billion people, with more than 90% not getting access …	Faye Mohameth; Chen Bingcai; Kane Amath Sada;	Journal of Computational Chemistry	2020-01-01
1282	Agribot: A Natural Language Generative Neural Networks Engine for Agricultural Applications IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper, we present an artificially intelligent chatbot which would help farmers by providing solutions to various farming related problems and facilitate their …	BHAVIKA ARORA et. al.	2020 International Conference on Contemporary Computing and …	2020-01-01
1283	Resolving Water Allocation Conflicts Using WEAP Simulation Model and Non-cooperative Game Theory IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Disparity in water supply and demand often leads to conflicts among users over water resources in basins. Game theory is a new tool recently employed for resolving such conflicts. …	Milad Mehrparvar; Azadeh Ahmadi; Hamid R. Safavi;	SIMULATION	2020-01-01
1284	A Review on The Role of Machine Learning in Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Machine learning is a promising domain which is widely used now a days in the field of agriculture. The availability of manpower for agriculture is not enough and skill full …	Syamasudha Veeragandham; H. Santhi;	Scalable Comput. Pract. Exp.	2020-01-01
1285	Potato Leaf Disease Classification Using Transfer Learning Based Modified Xception Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases are the essential thing which decreases the quantity as well quality in agricultural field. As a result, the identification and analysis of the diseases are …	Rajasekaran Thangaraj; Pandiyan P; Vishnu Kumar Kaliappan; Anandamurugan S; Indupriya P;	Innovations in Information and Communication Technology …	2020-01-01
1286	Computational Intelligence & Modeling of Crop Disease Data in Africa Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The thesis presents the application of machine learning techniques to solve a real world challenge related to pest and disease control in the agricultural sector. The research is …	Godliver Owomugisha;		2020-01-01
1287	Ontology of Crop Pest Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Domain ontology of crop pest control consists of hierarchically structured biological and chemical information and concepts on crops, pests, pest control measures and relations …	Kolyo Onkov;	Proceedings of the 2020 The 3rd International Conference on …	2020-01-01
1288	Alternative Approaches of Machine Learning for Agriculture Advisory System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Machine learning is one of the recent trends. Currently it is being used in variety of interdisciplinary domains. The major contribution of GDP (Gross Domestic Product) of India …	Ratnmala Nivrutti Bhimanpallewar; Manda Rama Narasingarao;	2020 10th International Conference on Cloud Computing, Data …	2020-01-01
1289	A Multiplicatively Weighted Voronoi-Based Workspace Partition for Heterogeneous Seeding Robots Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Multi-robot systems (MRSs) are currently being used to perform agricultural tasks. In this regard, the deployment of heterogeneous MRSs will be essential for achieving more …	Jeongeun Kim; Chanyoung Ju; Hyoung Il Son;	Electronics	2020-01-01
1290	Smart Farming: Intelligent Management Approach for Crop Inspection and Evaluation Employing Unmanned Aerial Vehicles Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This work presents an unmanned aerial vehicle management platform encompassed in the concept of smart farming. Automates inspections of different $\text {crops}$ and monitors …	Carlos Quiterio Gómez Muñoz; Christian Paredes Alvarez; Fausto Pedro Garcia Marquez;		2020-01-01
1291	Microcantilever Based Dual Mode Biosensor for Agricultural Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the aim of increasing crop yields, guiding precision farming applications and for more sustainable disease management practices development of early diagnostics sensors for …	RAJUL S. PATKAR et. al.	IEEE Sensors Journal	2020-01-01
1292	The Connection Of Entrepreneurship Characteristics And Business Performance Of Arabika Coffee Farmers Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Entrepreneurship is a very important element in development, including in agriculture. One of the agriculture subjects that must have entrepreneurship characteristics to be able …	Elvin Desi Martauli;		2020-01-01
1293	An Effective Multiple Linear Regression-Based Forecasting Model for Demand-Based Constructive Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Demand planning plays a very strategic role in improving the performance of every business, as the planning for a whole lot of other activities depends on the accuracy and …	V. BalajiPrabhuB.; M. Dakshayini;	Int. J. Web Based Learn. Teach. Technol.	2020-01-01
1294	Analysis of Plant Disease Detection and Classification Models: A Computer Vision Perspective Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Presently, rapid and precise disease identification process plays a vital role to increase agricultural productivity in a sustainable manner. Conventionally, human experts …	K. Jayaprakash; S. P. Balamurugan;	Journal of Computational and Theoretical Nanoscience	2020-01-01
1295	NB-IoT for Smart Agriculture: Experiments from The Field IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) is shaping the agricultural industry to enhance process control, boost business efficiency, and improve product quality. Digital agriculture has the …	Giovanni Valecce; Pierpaolo Petruzzi; Sergio Strazzella; Luigi Alfredo Grieco;	2020 7th International Conference on Control, Decision and …	2020-01-01
1296	SELECTION OF AGRICULTURAL AIRCRAFT USING A SVTRN-NUMBER APPROACH TO MULTI-CRITERIA DECISION MAKING Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural aircraft plays a vital role in the field of farming and agriculture in the present scenario, where the human race is highly dependent on organic foods and healthy …	C. Sagaya Nathan Stalin; A. Rajkumar; Amala S. Richard;		2020-01-01
1297	A New IoT Gateway for Artificial Intelligence in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of things (IoT) integrates technological systems using virtual network communication and cloud data bases. IoT applications are about to revolutionize the …	Marco Barenkamp;	2020 International Conference on Electrical, Communication, …	2020-01-01
1298	Plant Disease Detection Using Internet of Thing (IoT) IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents the idea of internet of things (IOT) innovation to percept data, and talks about the job of the IOT innovation in farming infection and bug nuisance control, …	MUHAMMAD NAWAZ et. al.	International Journal of Advanced Computer Science and …	2020-01-01
1299	AI Crop Predictor and Weed Detector Using Wireless Technologies: A Smart Application for Farmers IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is undoubtedly one of the biggest and most important professions in the world. Optimization of agriculture and aiming gradually and extensively toward smart …	Ishita Dasgupta; Jayit Saha; Pattabiraman Venkatasubbu; Parvathi Ramasubramanian;	Arabian Journal for Science and Engineering	2020-01-01
1300	Intelligent Automation System on A Single-Board Computer Platform for The Agro-Industrial Sector Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The latest technologies in agribusiness include a range of IT solutions that reduce manual intervention with the top priority tasks to improve, develop, and implement projects …	Elena Butsenko; Aleksandr Kurdyumov; Aleksandr Semin;		2020-01-01
1301	IoT Based Classification Techniques for Soil Content Analysis and Crop Yield Prediction IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture aided by IoT is called Smart Agriculture and it gives rise to precision farming. Soil Monitoring combined with Internet of Things (IoT) technology aids in the …	R. Reshma; V. Sathiyavathi; T. Sindhu; K. Selvakumar; L. SaiRamesh;	2020 Fourth International Conference on I-SMAC (IoT in …	2020-01-01
1302	Early Recognition of Herb Sickness Using SVM Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A wide range of crops are grown throughout the year in India. India is basically an agriculture need of country. Widespread farming also makes the herbs prone to a lot of …	S. Geetha; P. Nanda; R. Joshua Samuel Raj; T. Prince;		2020-01-01
1303	Real-time and Low-cost IoT Based Farming Using Raspberry Pi IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper reflects on the implementation of IoT enabled Farming, especially for the people needed a smart way of agriculture. This research focuses on real-time observation with …	MD. WAHIDUR RAHMAN et. al.	Indonesian Journal of Electrical Engineering and Computer …	2020-01-01
1304	Precision Agriculture and Farming Using Internet of Things Based on Wireless Sensor Network IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	P. SANJEEVI et. al.	Trans. Emerg. Telecommun. Technol.	2020-01-01
1305	IOT Based Smart Farming IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The major influencing parameter of Indian economy is Agriculture. Also in agriculture the most important factor is irrigation. Irrigation must be in proper time for a better crop …	C. Mageshkumar; Sugunamuki K. R;	2020 International Conference on Computer Communication and …	2020-01-01
1306	Development of Low-Cost Ground Control System for UAV-Based Mapping Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper proposes the development of Ground Control System that integrates ground control points (GCP) markers with global navigation satellite system (GNSS) mini-receivers for …	Jorge Rodriguez Galvis; Victor Daniel Angulo Morales; Elvis E. Gaona-García; Iván Alberto Lizarazo Salcedo;	IGARSS 2020 – 2020 IEEE International Geoscience and Remote …	2020-01-01
1307	Biological Management of Rice Crop By Using Contour Based Masking Technique Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Image processing is an extensive technique for the real time data set. It gives better result for agriculture field in terms of yield prediction, plant species identification, …	Bharati Patel; Aakanksha Sharaff;	2020 First International Conference on Power, Control and …	2020-01-01
1308	WLAN IEEE 802.11b/g/n Coverage Study for Rural Areas Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the boost of precision agriculture, Wi-Fi products have become very relevant due to their broad range of connectivity options. Nowadays, technology can improve many facets of …	Marta Botella-Campos; Lorena Parra; Sandra Sendra; Jaime Lloret;	2020 International Conference on Control, Automation and …	2020-01-01
1309	Development of Models and Methods for Creating A Digital Twin of Plant Within The Cyber-physical System for Precision Farming Management Related Papers Related Patents Related Grants Related Venues Related Experts View	PETR SKOBELEV et. al.		2020-01-01
1310	Systematic Review of Internet of Things in Smart Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	J. Sebastian Terence; Geethanjali Purushothaman;	Trans. Emerg. Telecommun. Technol.	2020-01-01
1311	Agri-BIGDATA: A Smart Pathway for Crop Nitrogen Inputs Related Papers Related Patents Related Grants Related Venues Related Experts View	Guijun Yang; Yanbo Huang; Chunjiang Zhao;		2020-01-01
1312	Developing A Smart Cyber-physical System Based on Digital Twins of Plants IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The paper proposes a multi-agent approach to development of “digital twins” of plants, which reflects phases of plant development and allows for more accurate forecasting of …	PETR SKOBELEV et. al.	2020 Fourth World Conference on Smart Trends in Systems, …	2020-01-01
1313	Optimized Deep Learning System for Crop Health Classification Strategically Using Spatial and Temporal Data Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep learning opens up a plethora of opportunities for academia and industry to invent new techniques to come up with modified or enhanced versions of standardized neural networks …	Saravanan Radhakrishnan; Vijayarajan V.;		2020-01-01
1314	Tomato Disease Detection and Classification By Deep Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Tomato is widely cultivated in China as a kind of fruit or vegetable. In the whole growth cycle of tomatoes, there are many types of tomato diseases and pests, therefore, the …	Huiqun Hong; Jinfa Lin; Fenghua Huang;	2020 International Conference on Big Data, Artificial …	2020-01-01
1315	Mainstreaming Gender Equity for Agriculture Ventures: A Case Study Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Women make up at least half of the agricultural sector worldwide, yet they face gender constraints that reduce their productivity and restrict their contributions to agricultural …	Atyia Collins; Aya Bseiso; William Whitney; Khanjan Mehta;	2020 IEEE Global Humanitarian Technology Conference (GHTC)	2020-01-01
1316	Digital Twin Conceptual Model Within The Context of Internet of Things IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As the Internet of Things (IoT) is gaining ground and becoming increasingly popular in smart city applications such as smart energy, smart buildings, smart factories, smart …	ABDUL-RAHMAN AL-ALI et. al.	Future Internet	2020-01-01
1317	ParadeTalk: Innovative Interactions Between Parade and Audiences Using IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This column describes ParadeTalk, an IoT based system that allows innovative interactions between parade floats and audiences. By using the sensors and the actuators of AgriTalk, …	Yi-Bing Lin; Yun-Wei Lin; Kin Hui;	IEEE Internet of Things Magazine	2020-01-01
1318	Image Recognition of Legacy Blueberries in A Chilean Smart Farm Through Deep Learning IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ignacio A. Quiroz; Germán H. Alférez;	Comput. Electron. Agric.	2020-01-01
1319	Deep Learning-Based Techniques for Plant Diseases Recognition in Real-Field Scenarios IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep Learning has solved complicated applications with increasing accuracies over time. The recent interest in this technology, especially in its potential application in …	Alvaro Fuentes; Sook Yoon; Dong Sun Park;		2020-01-01
1320	Agrinex: A Low-cost Wireless Mesh-based Smart Irrigation System IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Nestor Michael C. Tiglao; Melchizedek I. Alipio; Jezy Verence Balanay; Eunice Saldivar; Jean Louise Tiston;	Measurement	2020-01-01
1321	Time to Dairy Cow Calving Event Prediction By Using Time Series Analysis Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In these days the precision dairy farming which is utilization of the Information and Communication Technologies (ICT) has become one of front line research topics in dairy …	Thi Thi Zin; Kosuke Sumi; Pyke Tin;	Proceedings of the 12th International Conference on …	2020-01-01
1322	Image Based Recognition of Plant Leaf Diseases: A Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is not just a sustaining source in present times, but it has become much greater than that. Agricultural productivity reflects a broad part of economic output, which …	Naina Nisar; Anjali Awasthi; Megha Chhabra; Ali Imam Abidi;	2020 Fourth International Conference on I-SMAC (IoT in …	2020-01-01
1323	Addressing Water Insecurity with A Greywater Hydroponics System in South Africa Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Climate change, increasing human population, and continued environmental degradation all threaten access to clean drinking water. As approximately seventy percent of all …	CARSON EDGERTON et. al.	2020 IEEE Global Humanitarian Technology Conference (GHTC)	2020-01-01
1324	DAVE: Optimizing Wasabi Agriculture Through Automation and Successive Approximation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Wasabi agriculture continues to predominantly rely on traditional practices. There currently exists an abundance of botanical literature surrounding the optimization of the wasabi …	Jayden Lefebvre;	Journal of Student Research	2020-01-01
1325	SCIENTIFIC BACKGROUND OF INTELLECTUAL SYSTEM DEVELOPMENT FOR PRECISION AGRICULTURE Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The paper presents the new approach for the construction of a knowledge background and the developing of the intellectual system on its basis to support the planned technological …	V. P. Yakushev; V. V. Yakushev; S. Yu. Blokhina;		2020-01-01
1326	Supporting Urban Weed Biosecurity Programs with Remote Sensing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weeds can impact many ecosystems, including natural, urban and agricultural environments. This paper discusses core weed biosecurity program concepts and considerations for urban …	Kathryn Sheffield; Tony Dugdale;	Remote. Sens.	2020-01-01
1327	Design and Application of 3D Path Planning Model of Agricultural Automatic Robot Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The diversification of China’s farming environment has led to a low degree of agricultural mechanization. Three-dimensional path planning can enable agricultural machinery to play …	Fang Wu; Liying Cao; Shiyi Guo; Jingjing Zhang;	2020 International Conference on Computer Information and …	2020-01-01
1328	An Automated Framework for Plant Detection Based on Deep Simulated Learning from Drone Imagery IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditional mapping and monitoring of agricultural fields are expensive, laborious, and may contain human errors. Technological advances in platforms and sensors, followed by …	Benyamin Hosseiny; Heidar Rastiveis; Saeid Homayouni;	Remote. Sens.	2020-01-01
1329	Intelligent Greenhouse Monitoring and Control Scheme: An Arrangement of Sensors, Raspberry Pi Based Embedded System and IoT Platform Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Objectives/Methods: The conventional farming approaches have been found unable to deliver an appropriate quantity of fertilizer. Similarly, no explicit measure can be established …	Jehangir Arshad;	Indian journal of science and technology	2020-01-01
1330	Recognition of Plant Diseases Using Convolutional Neural Network IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases can cause a reduction in the agricultural product quality and production. This is very vital to find out the plant diseases at an early stage for global health and …	G. Madhulatha; O. Ramadevi;	2020 Fourth International Conference on I-SMAC (IoT in …	2020-01-01
1331	An Experiment on Human-Robot Interaction in A Simulated Agricultural Task Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: On the farm of the future, a human agriculturist collaborates with both human and automated labourers in order to perform a wide range of tasks. Today, changes in traditional …	ZHUOLING HUANG et. al.		2020-01-01
1332	IoT and Wireless Sensor Network Based Autonomous Farming Robot IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of things (IoT) is an emerging technology that shows the future of computing and networking. Agricultural monitoring from a remote location is one of the essential …	Arsalan Khan; Sumair Aziz; Mudassar Bashir; Muhammad Umar Khan;	2020 International Conference on Emerging Trends in Smart …	2020-01-01
1333	The Ant State Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The ant state forms a superorganism, in which the members fulfill specific complementary functions. Thus there is a queen to give rise to young, female workers and from time to …	Helmut Satz;		2020-01-01
1334	Insect Pest Detection and Identification Method Based on Deep Learning for Realizing A Pest Control System IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Detection of insect pests in the agricultural field, which is useful in achieving smart agriculture, has attracted considerable attention. In particular, automatically monitoring …	Hiroaki Kuzuhara; Hironori Takimoto; Yasuhiro Sato; Akihiro Kanagawa;	2020 59th Annual Conference of the Society of Instrument …	2020-01-01
1335	Development of Multimedia Learning in Hydroponic Farming on Children with Hearing Impairment Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Almost every subject will relate to agricultural material, such as farming and getting to know plants. However, some Special Schools in Padang have very limited yards so children …	Johandri Taufan;		2020-01-01
1336	Automated Hydroponics with Remote Monitoring and Control Using IoT IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Today, India wants to be fitter and this healthconsciousness drives for healthier food. Vegetables available in urban India are usually highly contaminated with pesticides …	Dr. Asawari Dudwadkar;	International Journal of Engineering Research and	2020-01-01
1337	Towards Automated Aquaponics: A Review on Monitoring, IoT, and Smart Systems IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	A. Reyes Yanes; P. Martinez; R. Ahmad;	Journal of Cleaner Production	2020-01-01
1338	Deep Weed Detector/Classifier Network for Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The productivity of crop farming keeps diminishing at an alarming rate due to infestation of weeds and pests. Deep learning is becoming as the approach for identifying weeds on …	Mahmoud Abdulsalam; Nabil Aouf;	2020 28th Mediterranean Conference on Control and …	2020-01-01
1339	Crop Selection and IoT Based Monitoring System for Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) is the future. IoT is the change that is required in every field. Being able to monitor and control things from a distance makes any task effortless. …	Yash Bhojwani; Rishab Singh; Rachana Reddy; Boominthan Perumal;	2020 International Conference on Emerging Trends in …	2020-01-01
1340	Energy-aware Dynamic Computation Offloading for Video Analytics in Multi-UAV Systems IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Multi-Unmanned Aerial Vehicle (UAV) systems with high-resolution cameras have been found to be useful for operations such as disaster management and smart farming. These systems …	Jeromy Yu; Aditya Vandanapu; Chengyi Qu; Songjie Wang; Prasad Calyam;	2020 International Conference on Computing, Networking and …	2020-01-01
1341	Smart, Precision or Digital Agriculture and Farming – Current State of Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Together with smart homes, cities and factories, energy hubs and self-driving cars the smart agriculture or farming could be a way how to increase yields and efficiency as well as …	Daniel Honc; Jan Merta;		2020-01-01
1342	Multi-UAV Distributed Control for Load Transportation in Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Aditya Hegde; Debasish Ghose;		2020-01-01
1343	Increasing Crop Yield Using Agriculture Sensing Data in Smart Plant Factory Related Papers Related Patents Related Grants Related Venues Related Experts View	Zengwei Zheng; Pengquan Yan; Yuanyi Chen; Jianping Cai; Fengle Zhu;		2020-01-01
1344	A Study on The Significance of Smart IoT Sensors and Data Science in Digital Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the backbone of the Indian economy. Environmental parameters such as temperature, humidity, rainfall, and so on are rapidly changing unpredictably. …	Neenu Johnson; M.B. Santosh Kumar; T Dhannia;	2020 Advanced Computing and Communication Technologies for …	2020-01-01
1345	A Design for IoT Based Smart Watering System Using LoRa IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: ASEAN countries are agricultural country and Rice is the main food of the country. The watering of plant is a major factor in agriculture and can impact on the productivity and …	Khin Than Mya; Myint Myint Sein; Thi Thi Soe Nyunt; Udom Lewlompaisarl; Yasunori Owada;	2020 IEEE 9th Global Conference on Consumer Electronics …	2020-01-01
1346	Using Component Ensembles for Modeling Autonomic Component Collaboration in Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart systems have become key solutions for many application areas including autonomous farming. The trend we can see now in the smart systems is that they shift from single …	Petr Hnetynka; Tomas Bures; Ilias Gerostathopoulos; Jan Pacovsky;	Proceedings of the IEEE/ACM 15th International Symposium on …	2020-01-01
1347	Mapping Flood-Based Farming Systems with Bayesian Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Many actors in agricultural research, development, and policy arenas require accurate information on the spatial extents of cropping and farming practices. While remote sensing …	Issoufou Liman Harou; Cory Whitney; James Kung’u; Eike Luedeling;	Land	2020-01-01
1348	IOT Based Shrewd Agronomy Method IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	M. SAKTHIMOHAN et. al.	Materials Today: Proceedings	2020-01-01
1349	Development of Multipurpose Agricultural Machine Related Papers Related Patents Related Grants Related Venues Related Experts View	Arun Kumar Rajamanickam; M. Sanjay; S. Swetha; R. Ramprasath;	Materials Today: Proceedings	2020-01-01
1350	Mathematical Modeling of Evaluating The Effectiveness of Using RSD Data in Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	Vladimir Budzko; Viktor Medennikov;		2020-01-01
1351	Safe Farming As A Service of Blockchain-based Supply Chain Management for Improved Transparency IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is based on the idea of utilizing technology to improve the efficiency of agriculture industry. Blockchain technology has great potential to revolutionize …	Razi Iqbal; Talal Ashraf Butt;	Cluster Computing	2020-01-01
1352	Assessments on The Impact of High-resolution-sensor Pixel Sizes for Common Agricultural Policy and Smart Farming Services in European Regions IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jonas Meier; Wolfram Mauser; Tobias Hank; Heike Bach;	Comput. Electron. Agric.	2020-01-01
1353	Deep Localization Model for Intra-row Crop Detection in Paddy Field IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	SHUANGPING HUANG et. al.	Comput. Electron. Agric.	2020-01-01
1354	Smart Agriculture As A Cyber Physical System: A Real-World Deployment IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Water is becoming a scarce resource. With the steadily increasing demand on food, the optimization of resources usage proves indispensable for a sustained agriculture. In this …	Bouali Et-taibi; Mohamed Riduan Abid; Ismail Boumhidi; Driss Benhaddou;	2020 Fourth International Conference On Intelligent …	2020-01-01
1355	Optimizing Spatial Positioning of Traps in The Context of Integrated Pest Management Related Papers Related Patents Related Grants Related Venues Related Experts View	RITTER A. GUIMAPI et. al.	Ecological Complexity	2020-01-01
1356	Village Precision Poverty Alleviation and Smart Agriculture Based on FPGA and Machine Learning Related Papers Related Patents Related Grants Related Venues Related Experts View	Lei Yin; Yu Zhang;	Microprocessors and Microsystems	2020-01-01
1357	A Survey of Public Datasets for Computer Vision Tasks in Precision Agriculture IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yuzhen Lu; Sierra N. Young;	Comput. Electron. Agric.	2020-01-01
1358	The Smart Image Recognition Mechanism for Crop Harvesting System in Intelligent Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study proposed a harvesting system based on the Internet of Things technology and smart image recognition. Farming decisions require extensive experience; with the proposed …	Gwo-Jiun Horng; Min-Xiang Liu; Chao-Chun Chen;	IEEE Sensors Journal	2020-01-01
1359	Geospatial Technologies in Precision Farming : A Case Study Related Papers Related Patents Related Grants Related Venues Related Experts View	MJ Uddin; Peter S. Hooda; Abdus Salam Mohammad Mohiuddin; Mike J. Smith;		2020-01-01
1360	Applying Information Technology for Cross Border Disaster Risk Reduction Through Public Private Partnership Amidst COVID-19 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The crisis of humankind, the COVID-19 pandemic, brought the threats but the opportunities toward collaboration on disaster risk reduction (DRR) through public private partnership …	YANLING LEE et. al.		2020-01-01
1361	Design and Development of Android Based Plant Disease Detection Using Arduino IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plants are vital for the planet and for every single living life form. Plants keep up the air. Plant sick wellbeing, a hindrance of the typical condition of a plant that hinders …	N. Prakash; E. Udayakumar; N. Kumareshan;	2020 7th International Conference on Smart Structures and …	2020-01-01
1362	Automatic Identification of Diseases in Grains Crops Through Computational Approaches: A Review IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Manavalan Radhakrishnan;	Comput. Electron. Agric.	2020-01-01
1363	Weed Detection for Selective Spraying: A Review IF:5 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weed detection systems are important solutions to one of the existing agricultural problems—unmechanized weed control. Weed detection also helps provide a means of reducing or …	Bo Liu; Ryan Bruch;		2020-01-01
1364	Detection of Banana Leaf and Fruit Diseases Using Neural Networks IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In India, about 70% of the population depends on the agricultural production. Whereas, the agricultural plants and leaves are infected by some diseases by means of the insects …	N. Saranya; L. Pavithra; N. Kanthimathi; B. Ragavi; P. Sandhiyadevi;	2020 Second International Conference on Inventive Research …	2020-01-01
1365	Evaluations of Internet of Things-based Personal Smart Farming System for Residential Apartments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Urban farming is popularly accepted by communities living in cities as they are more health-conscious and to help support the high cost of living. Unfortunately, farming takes a …	Fatin Natasya Shuhaimi; Nursuriati Jamil; Raseeda Hamzah;	Bulletin of Electrical Engineering and Informatics	2020-01-01
1366	Hardware Software Co-Design of A Farming Robot Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Food means life and no one can think about living without food. This is the most fundamental human necessity and food security is one of the major global concern of this century. …	GRIDSADA PHANOMCHOENG et. al.	Engineering Journal	2020-01-01
1367	Investigation of Common Big Data Analytics and Decision-Making Requirements Across Diverse Precision Agriculture and Livestock Farming Use Cases Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The purpose of this paper is to present the investigation of common requirements and needs of users across a diverse set of precision agriculture and livestock farming use cases …	SPIROS MOUZAKITIS et. al.		2020-01-01
1368	Smart Monitoring and Management System for Efficient Cultivation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Iot has a main role in the raising technology. It’s application is almost used in every fields. It has been found that upto 9.4 billion individuals will start to use IoT in their …	Lalitha Vanathi K; J. Jayageetha; Narmatha S; Kiran M; Praveen Kumar J;	2020 6th International Conference on Advanced Computing and …	2020-01-01
1369	Real-time Growth Rate and Fresh Weight Estimation for Little Gem Romaine Lettuce in Aquaponic Grow Beds IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	A. Reyes-Yanes; Pablo Martinez; R. Ahmad;	Comput. Electron. Agric.	2020-01-01
1370	Applications of UAV Thermal Imagery in Precision Agriculture: State of The Art and Future Research Outlook IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Low-altitude remote sensing (RS) using unmanned aerial vehicles (UAVs) is a powerful tool in precision agriculture (PA). In that context, thermal RS has many potential uses. The …	Gaetano Messina; Giuseppe Modica;	Remote. Sens.	2020-01-01
1371	Kajian Dan Rekomendasi Sistem Pemetaan Lahan Pertanian Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Implementation of Information Technology in agriculture sector is able to raise farming productivity. One of the Information Technology implementation is mapping system for …	Halim Budi Santoso; Antonius Rachmat C; Rosa Delima; Argo Wibowo;		2020-01-01
1372	Low-cost and Versatile Sensor Based on Multi-wavelengths for Real-time Estimation of Microalgal Biomass Concentration in Open and Closed Cultivation Systems IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Rúben Christian Barbosa; Jimmy Soares; Marcio Arêdes Martins;	Comput. Electron. Agric.	2020-01-01
1373	Lettuce Classification Using Convolutional Neural Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Determining the varieties of lettuce through image processing and pattern recognition is a part of precision farming. Automatic classification is becoming vital for precision …	S. A. Hassim; J. H. Chuah;	Supplementary 6	2020-01-01
1374	Automatic Recognition of Tea Diseases Based on Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the rapid development of intelligent agriculture and precision agriculture, computer image processing technology has been widely used to solve various problems in the …	Jing Chen; Junying Jia;	Advances in Forest Management under Global Change	2020-01-01
1375	Investigation on Combinations of Colour Indices and Threshold Techniques in Vegetation Segmentation for Volunteer Potato Control in Sugar Beet IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	H. K. Suh; Jan Willem Hofstee; Eldert J. van Henten;	Comput. Electron. Agric.	2020-01-01
1376	Constraints Faced By Extension Personnel and Suggestions for Effective Use of ICT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Extension personnel have a critical role in the development of farming and farming community. They are the link between scientists, research stations, agricultural universities, …	Rose Mathews; N. B. Jadav;	International Journal of Current Microbiology and Applied …	2020-01-01
1377	Holistic Technologies for Managing Internet of Things Services Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) is the latest Internet evolution that incorporates billions of sensors, actuators, and related software services that collectively distill high value …	Rajiv Ranjan; Ching-Hsien Hsu; Lydia Y. Chen; Dimitrios Georgakopoulos;	IEEE Trans. Serv. Comput.	2020-01-01
1378	Virtual Farmer: Real Time Crop Prediction and Automatic Irrigation System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: There are a plethora of problems associated with agriculture and farming which require considerable improvements but remain untouched by technology. Farming is considered as one …	DEV V. SAVLA et. al.	2020 11th International Conference on Computing, …	2020-01-01
1379	Smart Plant Disease Management Using Agrometeorological Big Data Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Korean Society of Plant Pathology This is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial License …	Kwang-Hyung Kim; Junhyuk Lee;	Radiation Protection Dosimetry	2020-01-01
1380	Positioning Control of A Human-Machine Cooperative Grafting Manipulator for Unstructured Environments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: HighlightsPositioning of a human-machine cooperative grafting manipulator for high-crown grafting of fruit trees is analyzed.PID control based on feedforward compensation of a …	Na Li; Ziyan Hao; Haiyong Jiang; Yu Bo;	Transactions of the ASABE	2020-01-01
1381	Smart Farm Assist Robot Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Autonomy in agriculture is the need of the hour in today’s world. Advancements in technology have made it possible to design autonomous systems that carry out their intended …	Nitin Krishna; B Ragunath; B KowshikaPriya; M Sivaranjani; K Vasanthamani;	Regular	2020-01-01
1382	Fruits Diseases Classification: Exploiting A Hierarchical Framework for Deep Features Fusion and Selection IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In agriculture farming business, plant diseases are one of the reasons for the financial deficits around the globe. It is the fundamental factor, as it causes significant …	Muhammad Attique khan; Tallha Akram; Muhammad Sharif; Tanzila Saba;	Multimedia Tools and Applications	2020-01-01
1383	SGF-MD: Behavior Rule Specification-Based Distributed Misbehavior Detection of Embedded IoT Devices in A Closed-Loop Smart Greenhouse Farming System IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming is rapidly revolutionizing the agricultural sector where embedded Internet of Things (IoT) devices are integrated into the field to maintain or improve the quality …	Philip Virgil Astillo; Jiyoon Kim; Vishal Sharma; Ilsun You;	IEEE Access	2020-01-01
1384	An Efficient Case Retrieval Algorithm for Agricultural Case-Based Reasoning Systems, with Consideration of Case Base Maintenance Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Case-based reasoning has considerable potential to model decision support systems for smart agriculture, assisting farmers in managing farming operations. However, with the …	Zhaoyu Zhai; José-Fernán Martínez Ortega; Néstor Lucas Martínez; Huanliang Xu;	Agriculture	2020-01-01
1385	Agroview: Cloud-based Application to Process, Analyze and Visualize UAV-collected Data for Precision Agriculture Applications Utilizing Artificial Intelligence IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yiannis Ampatzidis; Victor Partel; Lucas Costa;	Comput. Electron. Agric.	2020-01-01
1386	Development of Autonomous UAV Quadcopters Using Pixhawk Controller and Its Flight Data Acquisition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Unmanned Aerial Vehicle (UAV) quadcopter is a copter with four driving motors. It is widely used in various applications including agriculture because the design is simple and the …	Karlisa Priandana; Muhammad Hazim; Benyamin Kusumoputro;	2020 International Conference on Computer Science and Its …	2020-01-01
1387	Nano-Biosensors: NextGen Diagnostic Tools in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nano-biosensors can play an important role in revolutionizing the agriculture through the development of next generation diagnostic tools and techniques. Recently, there has been …	Fayaz Ahmad Dar; Gazala Qazi; Tanveer Bilal Pirzadah;		2020-01-01
1388	Automated Weed Detection Systems: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A weed plant can be described as a plant that is unwanted at a specific location at a given time. Farmers have fought against the weed populations for as long as land has been …	Saraswathi Shanmugam; Eduardo Assunção; Ricardo Mesquita; André Veiros; Pedro D. Gaspar;	KnE Engineering	2020-01-01
1389	Agri-food Research Centres As Drivers of Digital Transformation for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Updating technologies are leading the transformation in agriculture. These advances improve the production systems to assure the food production and the natural resources …	Juan Antonio López-Morales; Antonio F. Gómez-Skarmeta; Juan Antonio Martínez;	2020 Global Internet of Things Summit (GIoTS)	2020-01-01
1390	Using Fuzzy Mask R-CNN Model to Automatically Identify Tomato Ripeness IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Manual inspection and harvesting of ripening tomatoes is time consuming and labor intensive. Smart agriculture can emphasize the use of digital horticultural resources for farming …	Yo-Ping Huang; Tzu-Hao Wang; Haobijam Basanta;	IEEE Access	2020-01-01
1391	Automatic Arduino Controlled Agribot For Multi-Purpose Cultivation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agribot is a robot and mainly designed for agricultural purposes. The agribot can be able to do all forming techniques.It is an autonomous proto type robot that will help farmers …	G Vijaykumar; K Vijayalakshmi; CH Pujitha; DN Sandhya Rani;	Mechanical Engineering eJournal	2020-01-01
1392	Feature Extraction for Cocoa Bean Digital Image Classification Prediction for Smart Farming Application IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The implementation of Industry 4.0 emphasizes the capability and competitiveness in agriculture application, which is the essential framework of a country’s economy that procures …	Yudhi Adhitya; Setya Widyawan Prakosa; Mario Köppen; Jenq-Shiou Leu;	Agronomy	2020-01-01
1393	Study and Literature Survey of IOT (Internet of Things) Under Different Fields for Next Research Direction Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: IOT (Internet of Things) is a part of internet-based networking, consist sensors and radio frequency identification (RFID) to build an intelligent device. In present time, IOT is …	Vinay Bhatt; Sanjay Kumar;		2020-01-01
1394	An Intelligent IoT-Based System Design for Controlling and Monitoring Greenhouse Temperature IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Kingdom of Saudi Arabia is known for its extreme climate where temperatures can exceed 50 °C, especially in summer. Improving agricultural production can only be achieved …	Ahmad F. Subahi; Kheir Eddine Bouazza;	IEEE Access	2020-01-01
1395	Special Agriculture Production Selection Using Interval Type-2 Fuzzy AHP Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Food and agriculture production cannot satisfy global demand which is increasing day by day because of the world population growth. To meet this demand, new technologies could be …	Sarper Alem;		2020-01-01
1396	Study on Coordination and Optimization of Contract Farming Supply Chain Based on Uncertain Conditions Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As the transaction subject of contract farming, agricultural products are featured with a long production cycle and a short sales cycle, just like other perishable commodities. In …	Xinquan Liu; Xiaojing Shen; Ming You;	Sci. Program.	2020-01-01
1397	EXPERIMENT STUDY OF AUTONOMOUS SYSTEM FOR INTRA-ROW WEED CONTROL Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The study is used to propose and test by experiment a procedure for autonomous hoeing system for intra-row weed control. The proposed system utilizes the RTK-GPS navigation …	Clara Lubinza;		2020-01-01
1398	Towards Protecting Agriculture from Exogenous and Endogenous Factors: An Holistic Architecture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: An holistic architecture that fosters the application of Smart Farming (SF) in the context of agriculture is proposed in this paper. The proposed architecture exploits the …	Georgios Kakamoukas; Panagiotis G. G. Sarigiannidis; Ioannis D. Moscholios;	2020 12th International Symposium on Communication Systems, …	2020-01-01
1399	Smart Farming in Agricultural Industry: Mobile Technology Perspective Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The aim of this research is to examine key indicators that are necessary for the implementation and development of smart farming concepts in the agricultural industry, especially …	Žarko Rađenović; Bojan Krstić; Milan Marković;	Ekonomika Poljoprivrede (1979)	2020-01-01
1400	Tomato Leaf Disease Detection and Classification Using Convolutional Neural Networks IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automatic classification process in images has been used in many fields, especially agriculture and medical fields in recent years. Especially in our country, image processing …	Gizem IRMAK; Ahmet SAYGILI;	2020 Innovations in Intelligent Systems and Applications …	2020-01-01
1401	Microcontroller Based Seed Metering System for Precise Soybean Seeding Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is the precise application of agricultural resources such as seeds, fertilizer, herbicides, and irrigation water to meet the necessities of required …	Rohit Namdeo; Kunj Bihari Tiwari; Atul Kumar Shrivastava; Manish Patel; Bharati Das;	International Journal of Current Microbiology and Applied …	2020-01-01
1402	Learning from Data to Optimize Control in Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision farming is one way of many to meet a 55 percent increase in global demand for agricultural products on current agricultural land by 2050 at reduced need of fertilizers …	Alexander Kocian; Luca Incrocci;	ArXiv	2020-01-01
1403	IoT Based Smart Farming Using Decision Support System Related Papers Related Patents Related Grants Related Venues Related Experts View	Mr. Muqueet ur Rehman; Dr. Sachin S. Agrawal; Dr. P. M. Jawandhiya;		2020-01-01
1404	How to Apply Remote Sensing Techniques to Precision Farming: 2 Practical Cases By Garnata Drone Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this report we show 2 different cases in which Remote Sensing can help Precision Farming techniques to optimize and improve profits in the agricultural sector. First, we’ll …	Javier Rodríguez Utrilla; Álvaro Nogués Palenzuela; Javier Cabello; Domingo Alcaraz Segura; Guirado Hernández;		2020-01-01
1405	Smart Agricultural Knowledge Discovery System Using IoT Technology and Fog Computing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The development of Internet of Things (IoT) and fog computing supports the agricultural field to increase crop productivity and reduce the usage of natural resources. The decision …	U Sakthi; J Dafni Rose;	2020 Third International Conference on Smart Systems and …	2020-01-01
1406	Análise E Simulação De Antena De Microfita Para Controle E Monitoramento De Um Drone Em Áreas Agrícolas Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This article aims to design a microstrip antenna for transmitting and receiving control data from an UAV (unmanned aerial vehicle) for monitoring agricultural areas. In order to …	Leonardo Marques de Freitas; Edson Fernandes Chaves Filho; Humberto Dionísio de Andrade; Matheus Emanuel Tavares Sousa; José Lucas da Silva Paiva;		2020-01-01
1407	Optimise Financial Cost for Smart Agriculture Based on Genetic Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture is an emerging application which is largely based on the incoming of the Internet of Things (IoTs). Smart agricultural system contains a lot of components and …	Xu Gaofeng;	International Journal of Wireless and Mobile Computing	2020-01-01
1408	Image Processing Technique for Automatic Detection of Plant Diseases and Alerting System in Agricultural Farms IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming is the foundation of Indian economy. In recent years, crop yield is not as expected because the plants are drastically affected by diseases. Hence the farmer has to apply …	Pradeep Kumar Mugithe; Rohit Varma Mudunuri; B Rajasekar; S Karthikeyan;	2020 International Conference on Communication and Signal …	2020-01-01
1409	Data Management System Based on Blockchain Technology for Agricultural Supply Chain IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to better realize agricultural informatization, a data management system for agricultural supply chain, which has the characteristics of safe, credible, stable, …	Chenxue Yang; Zhiguo Sun;	2020 International Conference on Data Mining Workshops …	2020-01-01
1410	An Intelligent Edge-IoT Platform for Monitoring Livestock and Crops in A Dairy Farming Scenario IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ricardo S. Alonso; Inés Sittón-Candanedo; Óscar García; Javier Prieto; Sara Rodríguez;	Ad Hoc Networks	2020-01-01
1411	Design and Development of Trust Management Scheme for The Internet of Things Based on The Optimization Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays a very fast-growing trend known as IoT is emerging very rapidly. IoT system becomes a very necessary part & almost amongst all applications in our day-to-day life for …	Shilpa V. Shankhpal; Brahmananda S.H;	2020 IEEE 9th International Conference on Communication …	2020-01-01
1412	Efficient Pest Bird-Controlling Algorithm in Unmanned Agriculture System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The revolution of Internet of Things has made remarkable advancement toward precision agriculture. In this context, crop prevention from destructive bird attacks has become one of …	Saugata Roy; Nabajyoti Mazumdar; Rajendra Pamula; Divya Tarkas;		2020-01-01
1413	Rice Crop Management Expert System with Forwarding Chaining Method and Certainty Factor Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Rice plants are one of the focuses on food sustainability so that an increase in rice production needs to be done. Farmers need information and knowledge to improve rice crop …	K Adi; R R Isnanto;	Journal of Physics: Conference Series	2020-01-01
1414	Support to Decision-making Related Papers Related Patents Related Grants Related Venues Related Experts View	OLIVIER NAUD et. al.		2020-01-01
1415	VTA-IH: A Fog-based Digital Forensics Framework Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The wide acceptance of the Internet of Things (IoT) paradigm has contributed in recent years to a significant increase in the number of IoT applications and the existence of IoT …	Ayush Bandil; Eyhab Al-Masri;	2020 6th International Conference on Science in Information …	2020-01-01
1416	Using Prescriptive Analytics for The Determination of Optimal Crop Yield Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The application of data mining has been utilized in different fields ranging from agriculture, finance, education, security, medicine, research etc. Data mining derives useful …	TERUNGWA SIMON YANGE et. al.	Journal of data science	2020-01-01
1417	Frame-based Reflectance Estimation from Multispectral Images for Weed Identification in Varying Illumination Conditions Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To prevent the growth of weeds in precision farming, multispectral imaging has gained much interest for its ability to provide vegetation images with a high spectral resolution. …	Anis Amziane; Olivier Losson; Benjamin Mathon; Aurélien Dumenil; Ludovic Macaire;	2020 Tenth International Conference on Image Processing …	2020-01-01
1418	Ontologies and Artificial Intelligence Systems for The Cooperative Smart Farming Ecosystem IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Cyber-Physical Systems (CPS) and Internet of Thing (IoT) generate large amounts of data spurring the rise of Artificial Intelligence (AI) based smart applications. Driven by rapid …	SAI SREE LAYA CHUKKAPALLI et. al.	IEEE Access	2020-01-01
1419	CED-Net: Crops and Weeds Segmentation for Smart Farming Using A Small Cascaded Encoder-Decoder Architecture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Convolutional neural networks (CNNs) have achieved state-of-the-art performance in numerous aspects of human life and the agricultural sector is no exception. One of the main …	Abbas Khan; Talha Ilyas; Muhammad Umraiz; Zubaer Ibna Mannan; Hyongsuk Kim;	Electronics	2020-01-01
1420	Detection of Grassy Weeds in Bermudagrass with Deep Convolutional Neural Networks IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Spot spraying POST herbicides is an effective approach to reduce herbicide input and weed control cost. Machine vision detection of grass or grass-like weeds in turfgrass systems …	Jialin Yu; Arnold W. Schumann; Shaun M. Sharpe; Xuehan Li; Nathan S. Boyd;	Weed Science	2020-01-01
1421	A Versatile, Stand-alone System for A Screen-printed, Soil-sensing Array for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents a low-cost, versatile, stand-alone, soil quality monitoring system for Precision Agriculture based on a screen-printed soil-sensing array. The electronic …	Marios Sophocleous; Andreas Karkotis; Julius Georgiou;	2020 IEEE Sensors	2020-01-01
1422	Survey of Plant Disease Detection Using Image Classification Techniques IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper presents an overview of various kinds of plant disease and different machine learning algorithms applied in farming fields for malady identifying. India positioning …	Ankit Chhillar; Sanjeev Thakur; Ajay Rana;	2020 8th International Conference on Reliability, Infocom …	2020-01-01
1423	Applications of Remote Sensing in Precision Agriculture: A Review IF:7 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture provides for the most basic needs of humankind: food and fiber. The introduction of new farming techniques in the past century (e.g., during the Green Revolution) has …	Rajendra P. Sishodia; Ram L. Ray; Sudhir K. Singh;	Remote. Sens.	2020-01-01
1424	Data-Driven Classifiers for Predicting Grass Growth in Northern Ireland: A Case Study Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: There are increasing pressures to combat climate change and improve sustainable land management. The agriculture industry is one of the most challenging areas for these changes, …	Orla McHugh; Jun Liu; Fiona Browne; Philip Jordan; Deborah McConnell;	Information Processing and Management of Uncertainty in …	2020-01-01
1425	Design of Smart Garden Sprinklers Based on Fuzzy Logic Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Human needs for the existence of an automatic equipment that controls every activity becomes a necessity at this time, one of which is on watering plants that are still done …	Fadhillah Azmi; Jeffrey Louise; Zurfahri Rizki Sitompul; Sahsi Kumar; Jaya Surya;	Journal of Information Technology Education	2020-01-01
1426	Nanobiosensor: Current Trends and Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Biosensor is an analytical device which incorporates a biologically active element with an appropriate physical transducer to generate a measurable signal proportional to the …	Nitai Debnath; Sumistha Das;		2020-01-01
1427	Recent Developments of The Internet of Things in Agriculture: A Survey IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A rise in the population has immensely increased the pressure on the agriculture sector. With the advent of technology, this decade is witnessing a shift from conventional …	Vippon Preet Kour; Sakshi Arora;	IEEE Access	2020-01-01
1428	Smart Agriculture Using IOT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: An automated agriculture system is developed to monitor and maintain the important aspects of farming like temperature, humidity, soil moisture content and sunlight using IoT …	Bammidi Deepa; Chukka Anusha; P. Chaya Devi;	Journal of emerging technologies and innovative research	2020-01-01
1429	E-Agriculture Platform: Accessibility and Effect on Agrarian Communities’ Livelihoods in Ogun State Nigeria Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The study examined accessibility and effect of e-agriculture on the livelihoods of the farming households using quantitative methodology. Farmers that have used e-agriculture …	Adetayo K. Aromolaran; S. N. Atata; R. A. Abubakar; Hannah A. Atere;	Int. J. Technol. Hum. Interact.	2020-01-01
1430	An Open Source Seeding Agri-Robot Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To enable wider experimental uptake and build interest in autonomous precision agriculture, we present a lowcost, open source hardware and software platform for automated …	Harry Rogers; Charles Fox;		2020-01-01
1431	Decision-making Approaches Based on Color Spectrum and D-TOPSIS Method Under Rough Environment IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A rough set, an extension of a crisp set, is a mathematical tool to understand and model uncertainty without much prior information, additional adjustments or pre-defined …	Musavarah Sarwar;	Computational & Applied Mathematics	2020-01-01
1432	CLUSTER-BASED KNOWLEDGE TRANSFER APPROACH FOR SMART FARMING Related Papers Related Patents Related Grants Related Venues Related Experts View	Dewan Md. Farid; Aicha Sekhari; Ouzrout Yacine;		2020-01-01
1433	A DNN-based Semantic Segmentation for Detecting Weed and Crop IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jie You; Wei Liu; Joonwhoan Lee;	Comput. Electron. Agric.	2020-01-01
1434	Fault Tolerant Control Algorithm of Hexarotor UAV Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As the best representative of the current cutting-edge technology, unmanned aerial vehicle (UAV) is widely used in various fields such as electric power inspection, agriculture, …	Songming Jiao; Haiyue Gao; Xiaokun Zheng; Dengpan Liu;	J. Robotics	2020-01-01
1435	Smart Farming Implementation Using Phase Based IOT System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The major part of the rural population in India depends on the agricultural industry to make a livelihood. Smart farming helps in providing easy labor free solutions to labor …	R. Deepa; Vaishnavi Moorthy; Revathi Venkataraman; Soumya Snigdha Kundu;	2020 International Conference on Communication and Signal …	2020-01-01
1436	Trajectory Tracking Based on Adaptive Sliding Mode Control for Agricultural Tractor IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Trajectory tracking is one of the key technologies for high-precision agriculture and has been the research focus by a large number of academics. In order to design a simple …	Chengqiang Yin; Shourui Wang; Xiaowei Li; Guanhao Yuan; Chao Jiang;	IEEE Access	2020-01-01
1437	Edge AI-IoT Pivot Irrigation, Plant Diseases, and Pests Identification IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	OLIVIER DEBAUCHE et. al.		2020-01-01
1438	An Adaptive Pig Face Recognition Approach Using Convolutional Neural Networks IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	MATHIEU MARSOT et. al.	Comput. Electron. Agric.	2020-01-01
1439	Applications of Neutrosophic Logic of Smart Agriculture Via Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study presents a smart agriculture mechanism model equipped with neutrosophy theory for the first time. The model is created by meticulously bringing together the fields of …	Selçuk Topal; Ferhat Taş; Said Broumi; Oguz Ayhan Kirecci;		2020-01-01
1440	Plantation and Harvesting Autonomous Locomotive (PHAL) Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture has seen quite a good growth due to the latest machinery being used to maximize yield and minimize cost. People around the world are starting to understand the …	Chaitanya Rao; Aditya Garg;		2020-01-01
1441	A Survey on Smart Agricultural System Using LoRa Wireless Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Over the past few years, the designing in smart agriculture system is a very important concept. Using smart farming techniques we can build up the crop yield, and concurrently …	Parimal Solanki; Dr. Dipak M Patel; Dr. Darshak G Thakore;		2020-01-01
1442	Smart Green Farm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A smart, low-cost and efficient farming system is proposed in this work. Good farm resources management via recent technologies is pursued here in this proposed work such as …	Mohammad T. Yaseen; Fawaz Y. Abdullah; Maryam H. Almallah;	2020 7th International Conference on Electrical and …	2020-01-01
1443	A Critical Review on Computer Vision and Artificial Intelligence in Food Industry IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Vijay Kakani; Van Huan Nguyen; Basivi Praveen Kumar; Hakil Kim; Visweswara Rao Pasupuleti;		2020-01-01
1444	Security Analysis of Robotic Vehicles Protected By Control-based Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Robotic vehicles (RV) are increasing in adoption in many industrial sectors (e.g., agriculture, surveillance, package delivery, warehouse management, cinematography, etc). RVs use …	Pritam Dash;		2020-01-01
1445	A Review on Pomegranate Disease Classification Using Machine Learning and Image Segmentation Techniques IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The paramount motive of farming is to yield good crops without any disease present. The role of digital image processing along with image analysis is indispensable in the sector …	Pooja Kantale; Shubhada Thakare;	2020 4th International Conference on Intelligent Computing …	2020-01-01
1446	Big Data Processing Architecture for Smart Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Amine Roukh; Fabrice Nolack Fote; Sidi Ahmed Mahmoudi; Saïd Mahmoudi;		2020-01-01
1447	An IoT Based Smart Farming System Using Machine Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming allows to analyze the growth of plants and to influence the parameters of our system in real time in order to optimize plant growth and support the farmer in his …	Amine Dahane; R. Benameur; Kechar Bouabdellah; A. Benyamina;	2020 International Symposium on Networks, Computers and …	2020-01-01
1448	Assessing The Effects of Nutrient Stress on The Red to Far-Red Ratios of Light Transmitted By Unifacial Plant Leaves Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crops formed by C4 plant species (e.g., maize and sugarcane) continue to be in high demand for both food and biofuel production worldwide. In order to meet this demand while …	Gladimir V. G. Baranoski;	IGARSS 2020 – 2020 IEEE International Geoscience and Remote …	2020-01-01
1449	Complex Dynamics of Beddington-DeAngelis-Type Predator-Prey Model with Nonlinear Impulsive Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: According to resource limitation, a more realistic pest management is that the impulsive control actions should be adjusted according to the densities of both pest and natural …	Changtong Li; Xiaozhou Feng; Yuzhen Wang; Xiaomin Wang;	Complex.	2020-01-01
1450	Investigating The Potential of Satellite Imagery for High-throughput Field Phenotyping Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: High throughput phenotyping, including remote sensing, is enabling new approaches to both breeding and precision farming techniques that improve agricultural efficiency. Unmanned …	SINDHUJA SANKARAN et. al.		2020-01-01
1451	Wireless Sensor Network for Small-scale Farming Systems in Southwest Iran: Application of Q-methodology to Investigate Farmers’ Perceptions IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Fatemeh Taheri; Marijke D’Haese; Dieter Fiems; Gholam Hossein Hosseininia; Hossein Azadi;	Comput. Electron. Agric.	2020-01-01
1452	Precision Method for Pest Detection in Plants Using The Clustering Algorithm in Image Processing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the primary source of income for almost 9.87 million people in India. More productivity in crops leads to secure lives. The production rate of crops in agriculture …	K. Ashish Reddy; N. V. Megha Chandra Reddy; S Sujatha.;	2020 International Conference on Communication and Signal …	2020-01-01
1453	A GP Approach for Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Livestock is increasingly treated not just as food containers, but as animals that can be susceptible to stress and diseases, affecting, therefore, the production of offspring and …	Francesca Abbona; Leonardo Vanneschi; Marco Bona; Mario Giacobini;	2020 IEEE Congress on Evolutionary Computation (CEC)	2020-01-01
1454	Autonomous Farming—Visualization of Image Processing in Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Shivam Thakur; Sushant Bawiskar; Sachin Singh; M. Shanmugasundaram;		2020-01-01
1455	Digital Identification and Control of Multivariable Plants Using Markov Parameters Related Papers Related Patents Related Grants Related Venues Related Experts View	Anatoly R. Gaiduk; Vyacheslav Kh. Pshikhopov; Mikhail Yu. Medvedev;	IFAC-PapersOnLine	2020-01-01
1456	Plant Disease Identification Based on Deep Learning Algorithm in Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The identification of plant disease is the premise of the prevention of plant disease efficiently and precisely in the complex environment. With the rapid development of the smart …	YAN GUO et. al.	Discrete Dynamics in Nature and Society	2020-01-01
1457	A Smart-Farming Ontology for Attribute Based Access Control IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the advent of smart farming, individual farmers have started adopting the concepts of agriculture 4.0. Modern smart farms leverage technologies like big data, Cyber Physical …	Sai Sree Laya Chukkapalli; Aritran Piplai; Sudip Mittal; Maanak Gupta; Anupam Joshi;	2020 IEEE 6th Intl Conference on Big Data Security on Cloud …	2020-01-01
1458	Optimization of Selection of The Machinery Park in Sustainable Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A correct selection of the machinery park is vital for correct functioning of a farm. It is significant in sustainable farming where, except for economic factors, application of a …	Michał Cupiał; Zbigniew Kowalczyk;	Sustainability	2020-01-01
1459	An Implementation of Accuracy Improvement for Low-Cost GPS Tracking Using Kalman Filter with Raspberry Pi Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: GPS is widely extended to various scenarios, owing to its trust and utilities. The GPS on smartphones is more accurate than the GPS receivers. On average, modern smartphones are …	Iis Nur Kumalasari; Ahmad Zainudin; Aries Pratiarso;	2020 International Electronics Symposium (IES)	2020-01-01
1460	Pest Detection Expert System And Method Using Bayes Rice Diseases Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Abstrac -Indonesia is included in an agricultural country that is rich in agriculture, fertile land in Indonesia Allows for the growth of various types of plants, one of the which …	Wiwin Cindytia Wahyun; Arjon Samuel Sitio;		2020-01-01
1461	Increasing Profitability and Monitoring Environmental Performance: A Case Study in The Agri-Food Industry Through An Edge-IoT Platform IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Globalization has led to a new paradigm where the traditional industries, such as agriculture, employ vanguard technologies to broaden its possibilities into what is known as …	María E. Pérez-Pons; Marta Plaza-Hernández; Ricardo S. Alonso; Javier Parra-Domínguez; Javier Prieto;	Sustainability	2020-01-01
1462	Recognition of Plant Leaf Diseases Based on Computer Vision IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is one of the most important sources of income for people in many countries. However, plant disease issues influence many farmers, as diseases in plants often …	Y. A. Nanehkaran; Defu Zhang; Junde Chen; Yuan Tian; Najla Al-Nabhan;	Journal of Ambient Intelligence and Humanized Computing	2020-01-01
1463	Transfer Learning-Based Framework for Classification of Pest in Tomato Plants IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Pest in the plant is a major challenge in the agriculture sector. Hence, early and accurate detection and classification of pests could help in precautionary measures while …	Gayatri Pattnaik; Vimal K. Shrivastava; K. Parvathi;	Applied Artificial Intelligence	2020-01-01
1464	Performance Analysis of Machine Learning Techniques for Smart Agriculture: Comparison of Supervised Classification Approaches Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture form one of the most important aspects of life necessities, it is responsible to feed 7.7 billion person for the time being, and it is expected to supply more than 9.6 …	Rhafal Mouhssine; Abdoun Otman; El khatir;	International Journal of Advanced Computer Science and …	2020-01-01
1465	Classification of Weed Species in The Paddy Field with DCNN-Learned Features Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weed is one of the main factors diminishing the yield of rice. A common approach toward weed control is the broad spraying of chemical herbicides, but the abuse of which can cause …	Xue Yan; Xiangwu Deng; Jing Jin;	2020 IEEE 5th Information Technology and Mechatronics …	2020-01-01
1466	Technique Smart Control Soil Moisture System to Watering Plant Based on IoT with Arduino Uno Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Water scarcity has become the most important challenge facing the world and a source of fear to the global community from the spread of famines due to the lack of agricultural …	Mohanad Ali Meteab Al-Obaidi; Muna Abdul Hussain Radhi; Rasha Shaker Ibrahim; Tole Sutikno;	Bulletin of Electrical Engineering and Informatics	2020-01-01
1467	Principles of Functioning of The Autonomous Device for Weed Control for Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	A I Dyshekov; I G Smirnov; M A Mirzaev; M A Shereuzhev;		2020-01-01
1468	Toward A Big Data Knowledge-Base Management System for Precision Livestock Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Fabrice Nolack Fote; Amine Roukh; Saïd Mahmoudi; Sidi Ahmed Mahmoudi; Olivier Debauche;		2020-01-01
1469	Multi-Purpose Intelligent Drudgery Reducing Ecobot Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: These days, Many agriculture tasks are mechanized and numerous programmed hardware and robots accessible industrially. Two significant issues in present day agribusiness are water …	R. Poovendran; B. Ambrish Kumar; V. Bhuvaneshwari; R.N. Aswini; K.T.Lakshmi Priya;	2020 International Conference on System, Computation, …	2020-01-01
1470	Computer Based Classification of Diseased Fruit Using K-Means and Support Vector Machine IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Fruits play a major role in both the agriculture and industrial sectors. Many farmers in India depend on fruit farming. As exporting fruits to other countries make huge profits in …	Ashok Bekkanti; VSRK Prasad Gunde; Shilpa Itnal; Gayatri Parasa; CMAK Zeelan Basha;	2020 Third International Conference on Smart Systems and …	2020-01-01
1471	Model Predictive Control of Smart Greenhouses As The Path Towards Near Zero Energy Consumption IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Modern agriculture represents an economic sector that can mainly benefit from technology innovation according to the principles suggested by Industry 4.0 for smart farming …	Chiara Bersani; Ahmed Ouammi; Roberto Sacile; Enrico Zero;	Energies	2020-01-01
1472	A Context-Aware Middleware Cloud Approach for Integrating Precision Farming Facilities Into The IoT Toward Agriculture 4.0 IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The adoption of Precision Farming (PF) practices involving ubiquitous computing advancements and conceptual innovations of “smart” agricultural production toward Agriculture 4.0 …	Eleni Symeonaki; Konstantinos Arvanitis; Dimitrios Piromalis;	Applied Sciences	2020-01-01
1473	Application of Expert System with Web-Based Forward Chaining Method in Diagnosing Corn Plant Disease Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Corn plants are crops in agriculture which are widely cultivated, especially in the Jerowaru area. The empowerment of corn plants is often constrained by disease. Diseases in …	Muhammad Saiful; Amri Muliawan Nur;		2020-01-01
1474	Solar Energy Harvesting for Smart Farming Using Nanomaterial and Machine Learning Related Papers Related Patents Related Grants Related Venues Related Experts View	Rambabu Vatti; Nagarjuna Vatti; K Mahender; Prasanna Lakshmi Vatti; B. Krishnaveni;		2020-01-01
1475	A Study of Smart Farming Based on IOT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming in a smarter way and it is essential in this trending world. Being smart also helps as to improve crop yield. In today’s modern world this is possible with the assistance …	J. Kanimozhi; G. Pavithra; K. Pooja; S. Saranya;	2020 International Conference on System, Computation, …	2020-01-01
1476	Intelligent Smart Farming and Crop Visualization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is a backbone of the economy for any country. Being a part of primary sector, all the other major sectors and industries depend on it for their raw materials. It …	RAJKUMAR RAJASEKARAN et. al.	Independent Journal of Management & Production	2020-01-01
1477	A Smart Multiple Spatial and Temporal Resolution System to Support Precision Agriculture from Satellite Images: Proof of Concept on Aglianico Vineyard IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	A. BROOK et. al.	Remote Sensing of Environment	2020-01-01
1478	Machine Vision-Based Urban Farming Growth Monitoring System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture integrates information technology and agricultural systems to support efficiency, productivity, and agricultural profitability. This paper presents an …	Raden Arief Setyawan; Achmad Basuki; Chong Yung Wey;	2020 10th Electrical Power, Electronics, Communications, …	2020-01-01
1479	Analysis of The Use of A Combine Harvester Equipped with A Precision Farming System in Rice Growing Conditions Related Papers Related Patents Related Grants Related Venues Related Experts View	S Garkuha; M Skazhennik; V Chizhikov; E Kiselev; A Petrushin;		2020-01-01
1480	Advanced Machine Learning in Point Spectroscopy, RGB- and Hyperspectral-Imaging for Automatic Discriminations of Crops and Weeds: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop productivity is readily reduced by competition from weeds. It is particularly important to control weeds early to prevent yield losses. Limited herbicide choices and …	Wen-Hao Su;		2020-01-01
1481	Machine Learning-Based Classification of Powdery Mildew Severity on Melon Leaves Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture faces challenges related to plant disease detection. Plant phenotyping assesses the appearance to select the best genotypes that resist to varying …	Mouad Zine El Abidine; Sabine Merdinoglu-Wiedemann; Pejman Rasti; Helin Dutagaci; David Rousseau;	Image and Signal Processing	2020-01-01
1482	Smart Water Management Framework Berbasis IoT Untuk Mendukung Pertanian Urban Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Related to water resources is one of the problems that often occurs in certain areas that have large populations such as urban areas, in addition to having to provide water that …	Yan Mitha Djaksana;	Petir	2020-01-01
1483	CYBELE – Fostering Precision Agriculture & Livestock Farming Through Secure Access to Large-scale HPC Enabled Virtual Industrial Experimentation Environments Fostering Scalable Big Data Analytics IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	KONSTANTINOS PERAKIS et. al.	Comput. Networks	2020-01-01
1484	Improving The Accuracy of Weed Species Detection for Robotic Weed Control in Complex Real-time Environments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Alex Olsen applied deep learning and machine vision to improve the accuracy of weed species detection in real time complex environments. His robotic weed control prototype, …	Alex Olsen;		2020-01-01
1485	Initial Evaluation of Transmission Timing Control Scheme Using Wireless LAN for Smart Factory Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A lot of IoT devices are used in manufacturing, agriculture, distribution, infrastructure. In these environments, transmission timing of devices overlaps, and packet collisions …	Tatsuya Yoshioka; Shinji Yamaguchi; Hiroshi Aoki; Akio Hasegawa;	2020 IEEE 91st Vehicular Technology Conference …	2020-01-01
1486	Monitoring System Based in Wireless Sensor Network for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The monitoring of various interest parameters in a culture was proven as a useful tool, which improve the agricultural production. The monitoring of crops in precision farming can …	Fekher Khelifi;		2020-01-01
1487	Knowledge Management for Climate Change Adaptation to Enhance Urban Agriculture Among Selected Organisations in Zimbabwe Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Just like any other country in the world, Zimbabwe is vulnerable to climate change because of its position in a semi-arid exposed temperature variations among other …	Collence Takaingenhamo Chisita; Madeleine C. Fombad;	J. Inf. Knowl. Manag.	2020-01-01
1488	Automatic Vegetable Disease Identification Approach Using Individual Lesion Features IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Aliyu Muhammad Abdu; Musa Mohd Mokji; Usman Ullah Sheikh;	Comput. Electron. Agric.	2020-01-01
1489	The Long-term Agricultural Weather Forcast Methods Using Machine Learning and GloSea5 : on The Cultivation Zone of Chinese Cabbage Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Systematic farming can be planned and managed if long-term agricultural weather information of the plantation is available. Because the greatest risk factor for crop cultivation …	Junseok Kim; Miyeon Yang; Sanghoo Yoon;	Journal of Digital Convergence	2020-01-01
1490	ANALISIS KEBERLANJUTAN PROGRAM PENGENTASAN KEMISKINAN BERBASIS BANTUAN KOMODITAS AYAM DI NTB Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The medium-term program in agriculture-based poverty alleviation in NTB Province provides 50 chickens per poor household (RTM). There were 12,163 RTM participating in the BEKERJA …	I Putu Cakra Putra Adnyana; Tanda Panjaitan; Luh Gde Sri Astiti; Awaludin Hipi;		2020-01-01
1491	An Approach Based on Fog Computing for Providing Reliability in IoT Data Collection: A Case Study in A Colombian Coffee Smart Farm IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The reliability in data collection is essential in Smart Farming supported by the Internet of Things (IoT). Several IoT and Fog-based works consider the reliability concept, but …	Ana Isabel Montoya-Munoz; Oscar Mauricio Caicedo Rendon;	Applied Sciences	2020-01-01
1492	SIKAP PETANI TERHADAP PRODUK BANK SYARIAH MANDIRI DI KECAMATAN GUBUG KABUPATEN GROBOGAN Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Bank was one of the important financial institutions in supporting economic growth, the bank was being an alternative source of capital for farmers to meet the needs of …	Sella Setya Sahanaya; Sriroso Satmoko; Tutik Dalmiyatun;		2020-01-01
1493	Sensor-based Mechanical Weed Control: Present State and Prospects IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jannis Machleb; Gerassimos Peteinatos; Benjamin Kollenda; Dionisio Andújar; Roland Gerhards;	Comput. Electron. Agric.	2020-01-01
1494	Survey, Comparison and Research Challenges of IoT Application Protocols for Smart Farming IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Dimitrios P. Glaroudis; Athanasios C. Iossifides; Periklis Chatzimisios;	Comput. Networks	2020-01-01
1495	Distributed Aerial Processing for IoT-based Edge UAV Swarms in Smart Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Anandarup Mukherjee; Sudip Misra; Anumandala Sukrutha; Narendra Singh Raghuwanshi;	Comput. Networks	2020-01-01
1496	Precision Irrigation: An IoT-Enabled Wireless Sensor Network for Smart Irrigation Systems IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Water management offers an effective solution to satisfy the world’s growing demand for water. Precision irrigation (PI), as an advanced concept in agriculture, has great promise …	Sabrine Khriji; Dhouha El Houssaini; Ines Kammoun; Olfa Kanoun;		2020-01-01
1497	Agricultural Internet of Things and Decision Support for Precision Smart Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	A. CASTRIGNANÒ et. al.		2020-01-01
1498	Autonomous Navigation Control Based on Improved Adaptive Filtering for Agricultural Robot Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Under the complex agricultural operation environment, reliable navigation system is the basic guarantee to realize the agricultural robot automated operation. This study focuses …	WEIKUAN JIA et. al.	International Journal of Advanced Robotic Systems	2020-01-01
1499	Development of An Open Sensorized Platform in A Smart Agriculture Context: A Vineyard Support System for Monitoring Mildew Disease IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	SERGIO TRILLES et. al.	Sustain. Comput. Informatics Syst.	2020-01-01
1500	Smart Irrigation and Intrusions Detection in Agricultural Fields Using I.o.T IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Divyansh Thakur; Yugal Kumar; Singh Vijendra;	Procedia Computer Science	2020-01-01