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Journal of Intelligent Agriculture and Food Systems
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Vol 4, Issue 1 (2025)

Continual Multi-Domain Adaptation for Unsupervised Holstein Cow Re-Identification
Amira Khalil, Sara Fathy, Mahmoud Adel, Hany Nabil & Rania Mostafa
Original Research | Open access | 15 March 2025 | Article: 105
A Multi-Objective Harvest Scheduling Model for Sustainable Tea Supply Chains under Capacity and Farmer Preference Constraints
Sven Larsson, Erik Johansson, Anna Nilsson & Lars Andersson
Review | Open access | 15 March 2025 | Article: 106
Spectral–Spatial Machine Learning for Early Detection of Dutch Elm Disease Using Hyperspectral Leaf Imaging
Thabo Nkosi, Lerato Molefe, Sipho Dlamini, Ayanda Mokoena & Kabelo Ndlovu
Original Research | Open access | 15 March 2025 | Article: 107
A Multi-Stage Computer Vision System for Disease Detection and Management in Aquaponic Leafy Vegetables
Lucas Meyer, Anna Schmidt, Stefan Braun & Laura Keller
Original Research | Open access | 15 March 2025 | Article: 108
Deep Learning-Based Intelligent Livestock Sorting and Monitoring System for Precision Pig Farming
James Walker, Olivia Harris & George Wilson
Original Research | Open access | 15 March 2025 | Article: 109
An Improved CNN–BiGRU Framework for Rice Disease Identification Using Attention Mechanisms
Ali Hassan, Noor Siddiqui, Bilal Khan, Sana Malik & Hassan Ali
Original Research | Open access | 15 March 2025 | Article: 110
Instance Segmentation and Lightweight CNN-Based Classification of Corn Kernels from Limited Training Samples
Chen Hao, Liu Fang, Zhao Lin & Wei Zhang
Original Research | Open access | 15 March 2025 | Article: 111
Deep Learning-Based Estimation of Foliage Morphology and Adaptive Plant Spacing in NFT Aquaponics Systems
Andreas Müller, Stefan Weber, Julia Hoffmann, Lukas Schneider & Tobias Klein
Original Research | Open access | 15 March 2025 | Article: 112
Deep Learning Approaches for Temperature-Driven Estimation of Reference Evapotranspiration
Maria Silva, Joao Pereira, Bruno Costa & Ricardo Alves
Original Research | Open access | 15 March 2025 | Article: 113
Real-Time Automated Grading of Canola Kernels Using an Enhanced YOLOv7 Network
Paolo Ricci, Marco De Luca, Giulia Ferraro & Antonio Russo
Original Research | Open access | 15 March 2025 | Article: 114
Machine Learning-Based Classification of Dry Bean Seeds Enhanced by Data Mining Techniques
Emily Johnson, Robert Smith, Laura Brown & Kevin Miller
Original Research | Open access | 15 March 2025 | Article: 115
Groundnut Leaf Disease Classification Using an Ensemble of Deep Convolutional Neural Networks
Alejandro Torres, Miguel Fernandez, Daniela Rojas & Andres Castro
Original Research | Open access | 15 March 2025 | Article: 116
Economic and Agronomic Effects of Precision Seeding and Laser Land Leveling on Winter Wheat Production in Central China
Hans Müller, Anna Schmidt & Thomas Weber
Original Research | Open access | 15 March 2025 | Article: 128
Multi-Crop Leaf Disease Detection Using Transfer Learning and VGG-Based Deep Learning Models
Sofía Martínez, Carlos Gómez & Lucia Navarro
Original Research | Open access | 15 March 2025 | Article: 129
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