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Journal of Intelligent Agriculture and Food Systems
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Machine Learning-Based Detection of Multidimensional Cattle Behavior Using Sensor Data
Charlotte Dupuis, Hugo Perrin, Elise Morel & Thomas Martin
Original Research | Open access | 15 September 2023 | Article: 82
A Multistage Deep Learning Framework for Field-Based Estimation of Flea Beetle Damage in Oilseed Rape
Olivia Bennett, Harry Collins, Jack Foster & Ethan Wright
Original Research | Open access | 15 September 2023 | Article: 83
Advancing Precision Agriculture: UAV and Deep Learning for Accurate Watermelon Yield Estimation
Ethan Wright, Chloe Bennett, Jack Turner & Olivia Harris
Original Research | Open access | 15 September 2023 | Article: 84
Deep Learning Framework for Calcium Deficiency Detection in Indoor-Grown Lettuce Using Image Segmentation and Classification
David Osei, Akua Afriyie & Kofi Adu
Original Research | Open access | 15 March 2023 | Article: 55
IoT-Based Smart Agriculture System for Automated Irrigation and Resource-Efficient Farming
Kristian Eriksen, Solveig Berg & Magnus Dahl
Review | Open access | 15 March 2023 | Article: 56
An Efficient Multi-Object Tracking Framework for Calves Based on YOLOv8s and Adaptive Rematching
Mikko Lahtinen, Elina Salo & Juhani Virtanen
Original Research | Open access | 15 March 2023 | Article: 57
SA-CNN-Based Machine Vision Identification of GCHD Symptoms in Fish Populations
Omar Zayed, Leila Ibrahim & Ahmed Mansour
Original Research | Open access | 15 March 2023 | Article: 58
Conceptualizing a Blockchain-Based Compliance Infrastructure for Frozen Food Cold Chains
Wei Zhang, Chen Hui & Michael Tan
Original Research | Open access | 15 March 2023 | Article: 59
Cross-Regional Soil Total Nitrogen Analysis via Transfer Learning and Laser-Induced Breakdown Spectroscopy
Wouter De Smet, Liesbeth Van Dam & Pieter Janssens
Original Research | Open access | 15 March 2023 | Article: 61
Deep Learning-Driven Machine Vision for Automated Monitoring in Smart Poultry Farms
Ana Rodrigues, Tiago Martins & Bruno Lopes
Review | Open access | 15 March 2023 | Article: 62
Optimizing Greenhouse Irrigation through Data-Driven Model Predictive Control and CO2 Enrichment
Krzysztof Wiśniewski, Małgorzata Nowak & Tomasz Adamczyk
Review | Open access | 15 March 2023 | Article: 63
Integrating Fall Armyworm Pressure into Echo State Network-Based Crop Yield Prediction
Samira Gharbi, Nabil Jebali & Ahmed Ben Ali
Original Research | Open access | 15 March 2023 | Article: 64
A Knowledge Graph-Enhanced Large Language Model Framework for Garden Pest and Disease Question Answering
Peter Nilsson, Eva Johansson & Lars Andersson
Original Research | Open access | 15 March 2023 | Article: 65
An Ensemble Machine Learning Framework for Avocado Ripeness Detection Based on Near-Infrared Spectral Data
James O'Leary, Aisling Dunne & Sean O'Brien
Review | Open access | 15 March 2023 | Article: 66
Deep Learning-Based Dissolved Oxygen Forecasting for Intelligent Aquaculture Management
Lukas Weber, Sophie Janssen, Jonas Richter & Elena Fischer
Original Research | Open access | 15 March 2023 | Article: 67
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