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Most Cited & Viewed
Most Cited & Viewed Papers
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Sustainable Greenhouse Covering Materials with Nano- and Micro-Particle Additives for Enhanced Radiometric and Thermal Properties and Performance
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Chrysanthos Maraveas, Marianna I. Kotzabasaki, Ilker S. Bayer and Thomas Bartzanas
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Characterizing and Predicting the Quality of Milled Rice Grains Using Machine Learning Models
by
Letícia de Oliveira Carneiro, Paulo Carteri Coradi, Dágila Melo Rodrigues, Roney Eloy Lima, Larissa Pereira Ribeiro Teodoro, Rosana Santos de Moraes, Paulo Eduardo Teodoro, Marcela Trojahn Nunes, Marisa Menezes Leal, Lhais Rodrigues Lopes, Tiago Arabites Vendrusculo, Jean Carlos Robattini, Anderson Henrique Soares and Nairiane dos Santos Bilhalva
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Multispectral Vegetation Indices and Machine Learning Approaches for Durum Wheat (Triticum durum Desf.) Yield Prediction across Different Varieties
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Giuseppe Badagliacca, Gaetano Messina, Salvatore Praticò, Emilio Lo Presti, Giovanni Preiti, Michele Monti and Giuseppe Modica
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Optical Methods for the Detection of Plant Pathogens and Diseases (Review)
by
Sergey V. Gudkov, Tatiana A. Matveeva, Ruslan M. Sarimov, Alexander V. Simakin, Evgenia V. Stepanova, Maksim N. Moskovskiy, Alexey S. Dorokhov and Andrey Yu. Izmailov
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An Artificial Neural Network for Predicting Groundnut Yield Using Climatic Data
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Hirushan Sajindra, Thilina Abekoon, Eranga M. Wimalasiri, Darshan Mehta and Upaka Rathnayake
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Integration of an Innovative Atmospheric Forecasting Simulator and Remote Sensing Data into a Geographical Information System in the Frame of Agriculture 4.0 Concept
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Giuliana Bilotta, Emanuela Genovese, Rocco Citroni, Francesco Cotroneo, Giuseppe Maria Meduri and Vincenzo Barrile
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Assessing the Effects of Free Fall Conditions on Damage to Corn Seeds: A Comprehensive Examination of Contributing Factors
by
Reza Shahbazi, Feizollah Shahbazi, Mohammad Nadimi and Jitendra Paliwal
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Agricultural Engineering Technologies in the Control of Frost Damage in Permanent Plantations
by
Vjekoslav Tadić, Kosta Gligorević, Zoran Mileusnić, Rajko Miodragović, Marko Hajmiler and Dorijan Radočaj
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Robust Coffee Rust Detection Using UAV-Based Aerial RGB Imagery
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Yakdiel Rodriguez-Gallo, Byron Escobar-Benitez and Jony Rodriguez-Lainez
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YOLO Network with a Circular Bounding Box to Classify the Flowering Degree of Chrysanthemum
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Hee-Mun Park and Jin-Hyun Park
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Hyperspectral Response of the Soybean Crop as a Function of Target Spot (Corynespora cassiicola) Using Machine Learning to Classify Severity Levels
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José Donizete de Queiroz Otone, Gustavo de Faria Theodoro, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Job Teixeira de Oliveira, Izabela Cristina de Oliveira, Carlos Antonio da Silva Junior, Paulo Eduardo Teodoro and Fabio Henrique Rojo Baio
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TinyML Olive Fruit Variety Classification by Means of Convolutional Neural Networks on IoT Edge Devices
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Ali M. Hayajneh, Sahel Batayneh, Eyad Alzoubi and Motasem Alwedyan
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Remote Sensing and Kriging with External Drift to Improve Sparse Proximal Soil Sensing Data and Define Management Zones in Precision Agriculture
by
Hugo Rodrigues, Marcos B. Ceddia, Gustavo M. Vasques, Vera L. Mulder, Gerard B. M. Heuvelink, Ronaldo P. Oliveira, Ziany N. Brandão, João P. S. Morais, Matheus L. Neves and Sílvio R. L. Tavares
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Alpha-EIOU-YOLOv8: An Improved Algorithm for Rice Leaf Disease Detection
by
Dong Cong Trinh, Anh Tuan Mac, Khanh Giap Dang, Huong Thanh Nguyen, Hoc Thai Nguyen and Thanh Dang Bui
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AI-Based Prediction of Carrot Yield and Quality on Tropical Agriculture
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Yara Karine de Lima Silva, Carlos Eduardo Angeli Furlani and Tatiana Fernanda Canata
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Validation of Criteria for Predicting Tractor Fuel Consumption and CO2 Emissions When Ploughing Fields of Different Shapes and Dimensions
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Vidas Damanauskas and Algirdas Janulevičius
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Improving Coffee Yield Interpolation in the Presence of Outliers Using Multivariate Geostatistics and Satellite Data
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César de Oliveira Ferreira Silva, Celia Regina Grego, Rodrigo Lilla Manzione and Stanley Robson de Medeiros Oliveira
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Soqia: A Responsive Web Geographic Information System Solution for Dynamic Spatio-Temporal Monitoring of Soil Water Status in Arboriculture
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Lahoucine Ennatiqi, Mourad Bouziani, Reda Yaagoubi and Lahcen Kenny
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Is It Possible to Measure the Quality of Sugarcane in Real-Time during Harvesting Using Onboard NIR Spectroscopy?
by
Lucas de Paula Corrêdo, José Paulo Molin and Ricardo Canal Filho
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Automatic and Reliable Leaf Disease Detection Using Deep Learning Techniques
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Muhammad E. H. Chowdhury, Tawsifur Rahman, Amith Khandakar, Mohamed Arselene Ayari, Aftab Ullah Khan, Muhammad Salman Khan, Nasser Al-Emadi, Mamun Bin Ibne Reaz, Mohammad Tariqul Islam and Sawal Hamid Md Ali
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A Deep Learning Approach for Weed Detection in Lettuce Crops Using Multispectral Images
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Kavir Osorio, Andrés Puerto, Cesar Pedraza, David Jamaica and Leonardo Rodríguez
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A Computational Procedure for the Recognition and Classification of Maize Leaf Diseases Out of Healthy Leaves Using Convolutional Neural Networks
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Malusi Sibiya and Mbuyu Sumbwanyambe
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Precision Irrigation Management Using Machine Learning and Digital Farming Solutions
by
Emmanuel Abiodun Abioye, Oliver Hensel, Travis J. Esau, Olakunle Elijah, Mohamad Shukri Zainal Abidin, Ajibade Sylvester Ayobami, Omosun Yerima and Abozar Nasirahmadi
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Detection and Location of Dead Trees with Pine Wilt Disease Based on Deep Learning and UAV Remote Sensing
by
Xiaoling Deng, Zejing Tong, Yubin Lan and Zixiao Huang
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Deep Learning Application in Plant Stress Imaging: A Review
by
Zongmei Gao, Zhongwei Luo, Wen Zhang, Zhenzhen Lv and Yanlei Xu
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A Small Versatile Electrical Robot for Autonomous Spraying in Agriculture
by
Luciano Cantelli, Filippo Bonaccorso, Domenico Longo, Carmelo Donato Melita, Giampaolo Schillaci and Giovanni Muscato
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Tomato Leaf Diseases Classification Based on Leaf Images: A Comparison between Classical Machine Learning and Deep Learning Methods
by
Lijuan Tan, Jinzhu Lu and Huanyu Jiang
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An Extensive Review of Mobile Agricultural Robotics for Field Operations: Focus on Cotton Harvesting
by
Kadeghe G. Fue, Wesley M. Porter, Edward M. Barnes and Glen C. Rains
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A Mobile-Based System for Detecting Plant Leaf Diseases Using Deep Learning
by
Ahmed Abdelmoamen Ahmed and Gopireddy Harshavardhan Reddy
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Sustainable Greenhouse Covering Materials with Nano- and Micro-Particle Additives for Enhanced Radiometric and Thermal Properties and Performance
by
Chrysanthos Maraveas, Marianna I. Kotzabasaki, Ilker S. Bayer and Thomas Bartzanas
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Milking Machine Settings and Liner Design Are Important to Improve Milking Efficiency and Lactating Animal Welfare—Technical Note
by
Shehadeh Kaskous and Michael W. Pfaffl
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Development Challenges of Fruit-Harvesting Robotic Arms: A Critical Review
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Abdul Kaleem, Saddam Hussain, Muhammad Aqib, Muhammad Jehanzeb Masud Cheema, Shoaib Rashid Saleem and Umar Farooq
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Opportunities of Digital Transformation in Post-Harvest Activities: A Single Case Study of an Engineering Solutions Provider
by
Daniel Schmidt, Maria Angela Butturi and Miguel Afonso Sellitto
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Multispectral Vegetation Indices and Machine Learning Approaches for Durum Wheat (Triticum durum Desf.) Yield Prediction across Different Varieties
by
Giuseppe Badagliacca, Gaetano Messina, Salvatore Praticò, Emilio Lo Presti, Giovanni Preiti, Michele Monti and Giuseppe Modica
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Crop Yield Estimation Using Sentinel-3 SLSTR, Soil Data, and Topographic Features Combined with Machine Learning Modeling: A Case Study of Nepal
by
Ghada Sahbeni, Balázs Székely, Peter K. Musyimi, Gábor Timár and Ritvik Sahajpal
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Optical Methods for the Detection of Plant Pathogens and Diseases (Review)
by
Sergey V. Gudkov, Tatiana A. Matveeva, Ruslan M. Sarimov, Alexander V. Simakin, Evgenia V. Stepanova, Maksim N. Moskovskiy, Alexey S. Dorokhov and Andrey Yu. Izmailov
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Effect of Pretreatment and Temperature on Drying Characteristics and Quality of Green Banana Peel
by
Kushal Dhake, Sanjay Kumar Jain, Sandeep Jagtap and Pankaj B. Pathare
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Characterizing and Predicting the Quality of Milled Rice Grains Using Machine Learning Models
by
Letícia de Oliveira Carneiro, Paulo Carteri Coradi, Dágila Melo Rodrigues, Roney Eloy Lima, Larissa Pereira Ribeiro Teodoro, Rosana Santos de Moraes, Paulo Eduardo Teodoro, Marcela Trojahn Nunes, Marisa Menezes Leal, Lhais Rodrigues Lopes, Tiago Arabites Vendrusculo, Jean Carlos Robattini, Anderson Henrique Soares and Nairiane dos Santos Bilhalva
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Recent Progress on Catalytic of Rosin Esterification Using Different Agents of Reactant
by
Mardiah Mardiah, Tjokorde Walmiki Samadhi, Winny Wulandari, Aqsha Aqsha, Yohanes Andre Situmorang and Antonius Indarto
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A Convolutional Neural Network Algorithm for Pest Detection Using GoogleNet
by
Intan Nurma Yulita, Muhamad Farid Ridho Rambe, Asep Sholahuddin and Anton Satria Prabuwono
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Alpha-EIOU-YOLOv8: An Improved Algorithm for Rice Leaf Disease Detection
by
Dong Cong Trinh, Anh Tuan Mac, Khanh Giap Dang, Huong Thanh Nguyen, Hoc Thai Nguyen and Thanh Dang Bui
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Optimizing Crop Yield Estimation through Geospatial Technology: A Comparative Analysis of a Semi-Physical Model, Crop Simulation, and Machine Learning Algorithms
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Murali Krishna Gumma, Ramavenkata Mahesh Nukala, Pranay Panjala, Pavan Kumar Bellam, Snigdha Gajjala, Sunil Kumar Dubey, Vinay Kumar Sehgal, Ismail Mohammed and Kumara Charyulu Deevi
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TinyML Olive Fruit Variety Classification by Means of Convolutional Neural Networks on IoT Edge Devices
by
Ali M. Hayajneh, Sahel Batayneh, Eyad Alzoubi and Motasem Alwedyan
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A Transfer Learning-Based Deep Convolutional Neural Network for Detection of Fusarium Wilt in Banana Crops
by
Kevin Yan, Md Kamran Chowdhury Shisher and Yin Sun
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Challenges of Digital Solutions in Sugarcane Crop Production: A Review
by
José Paulo Molin, Marcelo Chan Fu Wei and Eudocio Rafael Otavio da Silva
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Harnessing Solar Energy: A Novel Hybrid Solar Dryer for Efficient Fish Waste Processing
by
Mohamed Deef, Helal Samy Helal, Islam El-Sebaee, Mohammad Nadimi, Jitendra Paliwal and Ayman Ibrahim
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Remote Sensing and Kriging with External Drift to Improve Sparse Proximal Soil Sensing Data and Define Management Zones in Precision Agriculture
by
Hugo Rodrigues, Marcos B. Ceddia, Gustavo M. Vasques, Vera L. Mulder, Gerard B. M. Heuvelink, Ronaldo P. Oliveira, Ziany N. Brandão, João P. S. Morais, Matheus L. Neves and Sílvio R. L. Tavares
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Calibration and Implementation of a Dynamic Energy Balance Model to Estimate the Temperature in a Plastic-Covered Colombian Greenhouse
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Gloria Alexandra Ortiz, Adrian Nicolas Chamorro, John Fabio Acuña-Caita, Irineo L. López-Cruz and Edwin Villagran
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Bridging the Implementation Gap between Pomace Waste and Large-Scale Baker’s Yeast Production
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Josipa Lisičar Vukušić, Thomas Millenautzki and Stéphan Barbe
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Precision Irrigation Management Using Machine Learning and Digital Farming Solutions
by
Emmanuel Abiodun Abioye, Oliver Hensel, Travis J. Esau, Olakunle Elijah, Mohamad Shukri Zainal Abidin, Ajibade Sylvester Ayobami, Omosun Yerima and Abozar Nasirahmadi
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Automatic and Reliable Leaf Disease Detection Using Deep Learning Techniques
by
Muhammad E. H. Chowdhury, Tawsifur Rahman, Amith Khandakar, Mohamed Arselene Ayari, Aftab Ullah Khan, Muhammad Salman Khan, Nasser Al-Emadi, Mamun Bin Ibne Reaz, Mohammad Tariqul Islam and Sawal Hamid Md Ali
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A Mobile-Based System for Detecting Plant Leaf Diseases Using Deep Learning
by
Ahmed Abdelmoamen Ahmed and Gopireddy Harshavardhan Reddy
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An Extensive Review of Mobile Agricultural Robotics for Field Operations: Focus on Cotton Harvesting
by
Kadeghe G. Fue, Wesley M. Porter, Edward M. Barnes and Glen C. Rains
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Application of Edible Coating in Extension of Fruit Shelf Life: Review
by
Thanh Tung Pham, Lien Le Phuong Nguyen, Mai Sao Dam and Laszlo Baranyai
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A Deep Learning Approach for Weed Detection in Lettuce Crops Using Multispectral Images
by
Kavir Osorio, Andrés Puerto, Cesar Pedraza, David Jamaica and Leonardo Rodríguez
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A Small Versatile Electrical Robot for Autonomous Spraying in Agriculture
by
Luciano Cantelli, Filippo Bonaccorso, Domenico Longo, Carmelo Donato Melita, Giampaolo Schillaci and Giovanni Muscato
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Smart Indoor Farms: Leveraging Technological Advancements to Power a Sustainable Agricultural Revolution
by
Anirban Jyoti Hati and Rajiv Ranjan Singh
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Deep Learning Application in Plant Stress Imaging: A Review
by
Zongmei Gao, Zhongwei Luo, Wen Zhang, Zhenzhen Lv and Yanlei Xu
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Optimization Model for Fresh Fruit Supply Chains: Case-Study of Dragon Fruit in Vietnam
by
Tri-Dung Nguyen, Uday Venkatadri, Tri Nguyen-Quang, Claver Diallo and Michelle Adams
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Application of Edible Coating in Extension of Fruit Shelf Life: Review
by
Thanh Tung Pham, Lien Le Phuong Nguyen, Mai Sao Dam and Laszlo Baranyai
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Agricultural Harvesting Robot Concept Design and System Components: A Review
by
Mohd Fazly Mail, Joe Mari Maja, Michael Marshall, Matthew Cutulle, Gilbert Miller and Edward Barnes
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Precision Fertilization and Irrigation: Progress and Applications
by
Yue Lu, Mingzheng Liu, Changhe Li, Xiaochu Liu, Chengmao Cao, Xinping Li and Za Kan
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AI-Assisted Vision for Agricultural Robots
by
Spyros Fountas, Ioannis Malounas, Loukas Athanasakos, Ioannis Avgoustakis and Borja Espejo-Garcia
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A VGG-19 Model with Transfer Learning and Image Segmentation for Classification of Tomato Leaf Disease
by
Thanh-Hai Nguyen, Thanh-Nghia Nguyen and Ba-Viet Ngo
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The Significance and Ethics of Digital Livestock Farming
by
Suresh Neethirajan
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Alternative Fuels for Agriculture Sustainability: Carbon Footprint and Economic Feasibility
by
Shivangi Mathur, Hunny Waswani, Deeksha Singh and Rajiv Ranjan
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Evaluating the Expediency of Smartphone Applications for Indian Farmers and Other Stakeholders
by
Soundharya Sivakumar, Gowryparvathy Bijoshkumar, Athulya Rajasekharan, Vaishnavi Panicker, Sivaraj Paramasivam, V. S. Manivasagam and Sudheesh Manalil
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Autonomous Vineyard Tracking Using a Four-Wheel-Steering Mobile Robot and a 2D LiDAR
by
Dimia Iberraken, Florian Gaurier, Jean-Christophe Roux, Colin Chaballier and Roland Lenain
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Coffee-Yield Estimation Using High-Resolution Time-Series Satellite Images and Machine Learning
by
Maurício Martello, José Paulo Molin, Marcelo Chan Fu Wei, Ricardo Canal Filho and João Vitor Moreira Nicoletti
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Comparative Measurement of Horizontal Penetrometry with a Focus on the Degree of Soil Compaction in Real Work Conditions
by
Marek Mojžiš, Ján Kosiba and Ján Jobbágy
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TinyML Olive Fruit Variety Classification by Means of Convolutional Neural Networks on IoT Edge Devices
by
Ali M. Hayajneh, Sahel Batayneh, Eyad Alzoubi and Motasem Alwedyan
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Alpha-EIOU-YOLOv8: An Improved Algorithm for Rice Leaf Disease Detection
by
Dong Cong Trinh, Anh Tuan Mac, Khanh Giap Dang, Huong Thanh Nguyen, Hoc Thai Nguyen and Thanh Dang Bui
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AI-Based Prediction of Carrot Yield and Quality on Tropical Agriculture
by
Yara Karine de Lima Silva, Carlos Eduardo Angeli Furlani and Tatiana Fernanda Canata
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Remote Sensing and Kriging with External Drift to Improve Sparse Proximal Soil Sensing Data and Define Management Zones in Precision Agriculture
by
Hugo Rodrigues, Marcos B. Ceddia, Gustavo M. Vasques, Vera L. Mulder, Gerard B. M. Heuvelink, Ronaldo P. Oliveira, Ziany N. Brandão, João P. S. Morais, Matheus L. Neves and Sílvio R. L. Tavares
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A Convolutional Neural Network Algorithm for Pest Detection Using GoogleNet
by
Intan Nurma Yulita, Muhamad Farid Ridho Rambe, Asep Sholahuddin and Anton Satria Prabuwono
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Enhanced Deep Learning Architecture for Rapid and Accurate Tomato Plant Disease Diagnosis
by
Shahab Ul Islam, Shahab Zaib, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi and Ghassan Husnain
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Optimizing Crop Yield Estimation through Geospatial Technology: A Comparative Analysis of a Semi-Physical Model, Crop Simulation, and Machine Learning Algorithms
by
Murali Krishna Gumma, Ramavenkata Mahesh Nukala, Pranay Panjala, Pavan Kumar Bellam, Snigdha Gajjala, Sunil Kumar Dubey, Vinay Kumar Sehgal, Ismail Mohammed and Kumara Charyulu Deevi
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Challenges of Digital Solutions in Sugarcane Crop Production: A Review
by
José Paulo Molin, Marcelo Chan Fu Wei and Eudocio Rafael Otavio da Silva
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Harnessing Solar Energy: A Novel Hybrid Solar Dryer for Efficient Fish Waste Processing
by
Mohamed Deef, Helal Samy Helal, Islam El-Sebaee, Mohammad Nadimi, Jitendra Paliwal and Ayman Ibrahim
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Downloads | Article |
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A Mobile-Based System for Detecting Plant Leaf Diseases Using Deep Learning
by
Ahmed Abdelmoamen Ahmed and Gopireddy Harshavardhan Reddy
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Mechanization Status, Promotional Activities and Government Strategies of Thailand and Vietnam in Comparison to Bangladesh
by
Md. Anwar Hossen, Md. Ruhul Amin Talukder, Muhammad Rashed Al Mamun, Hafijur Rahaman, Subrata Paul, Md. Mizanur Rahman, Md. Miaruddin, Md. Azhar Ali and Md. Nurul Islam
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Automatic and Reliable Leaf Disease Detection Using Deep Learning Techniques
by
Muhammad E. H. Chowdhury, Tawsifur Rahman, Amith Khandakar, Mohamed Arselene Ayari, Aftab Ullah Khan, Muhammad Salman Khan, Nasser Al-Emadi, Mamun Bin Ibne Reaz, Mohammad Tariqul Islam and Sawal Hamid Md Ali
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A Small Versatile Electrical Robot for Autonomous Spraying in Agriculture
by
Luciano Cantelli, Filippo Bonaccorso, Domenico Longo, Carmelo Donato Melita, Giampaolo Schillaci and Giovanni Muscato
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Strengthening Techniques for Greenhouses
by
Chrysanthos Maraveas and Konstantinos Daniel Tsavdaridis
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Deep Learning Application in Plant Stress Imaging: A Review
by
Zongmei Gao, Zhongwei Luo, Wen Zhang, Zhenzhen Lv and Yanlei Xu
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Precision Irrigation Management Using Machine Learning and Digital Farming Solutions
by
Emmanuel Abiodun Abioye, Oliver Hensel, Travis J. Esau, Olakunle Elijah, Mohamad Shukri Zainal Abidin, Ajibade Sylvester Ayobami, Omosun Yerima and Abozar Nasirahmadi
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Views of Irish Farmers on Smart Farming Technologies: An Observational Study
by
Jithin Das V., Shubham Sharma and Abhishek Kaushik
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An Extensive Review of Mobile Agricultural Robotics for Field Operations: Focus on Cotton Harvesting
by
Kadeghe G. Fue, Wesley M. Porter, Edward M. Barnes and Glen C. Rains
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Assessment of Water Flow and Sedimentation Processes in Irrigation Schemes for Decision-Support Tool Development: A Case Review for the Chókwè Irrigation Scheme, Mozambique
by
Lateiro Salvador de Sousa, Raphael Muli Wambua, James Messo Raude and Benedict Mwavu Mutua
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