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Journal of Intelligent Agriculture and Food Systems
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Vol 4, Issue 2 (2025)

Non-Destructive Identification and Quantification of Mango Quality Parameters Using Handheld NIR Spectroscopy
Siti Rahman, Ahmad Zaki, Nurul Huda, Amir Faisal & Lim Wei
Original Research | Open access | 15 September 2025 | Article: 117
Intelligent UAV-Based Crop and Weed Classification through Deep Learning
Peter Novak & Jana Svoboda
Review | Open access | 15 September 2025 | Article: 118
Deep Learning-Based Damage Assessment of Soybean and Redroot Amaranth through Biomass Estimation and Symptom Classification
Luis Herrera, Daniela Rojas & Andres Castro
Original Research | Open access | 15 September 2025 | Article: 119
Deep Learning-Based Jute Pest Identification for Precision Agriculture Applications
Omar Khalid, Sara Nadeem, Bilal Farooq & Hina Saeed
Review | Open access | 15 September 2025 | Article: 120
Comparative Analysis of CNN Architectures and Optimization Algorithms for Olive Leaf Disease Detection
Ivan Petrov, Olga Ivanova & Dmitry Smirnov
Original Research | Open access | 15 September 2025 | Article: 121
A Multi-Sensor Agricultural Image Database for UAV and Proximal Platforms: The Eden Library
Juan Perez, Ana Gutierrez & Carlos Lopez
Original Research | Open access | 15 September 2025 | Article: 122
Opportunities and Challenges in Implementing Artificial Intelligence in Smart Farming Systems
Elena Petrova, Ivan Georgiev, Nikolay Stoyanov & Petar Kolev
Review | Open access | 15 September 2025 | Article: 123
Machine Learning–Based Nutrient Optimization for Plant Growth in Aquaponic Irrigation Using Small Training Datasets
Hassan Ali, Mariam Farooq & Usman Shah
Original Research | Open access | 15 September 2025 | Article: 124
Detection of Cattle Urination and Defecation Events Using Non-Invasive Accelerometer Sensors and Machine Learning
Khaled Mahfouz, Rania Abdelaziz, Sherif Adel, Dina Mostafa, Tamer Nabil & Reem Saad
Original Research | Open access | 15 September 2025 | Article: 125
A GIS and Spreadsheet-Based Method for Evaluating Tractor Navigation Accuracy in Oil Palm Terrain
Thomas Andersen, Lars Nielsen & Mette Sørensen
Original Research | Open access | 15 September 2025 | Article: 126
Image-Based Citrus Yield Estimation Using Fast Fruit Detection in Natural Orchard Environments
James Anderson, Maria Rossi & William Clark
Original Research | Open access | 15 September 2025 | Article: 127
Application of Geospatial Technologies for Maize Land Suitability Assessment in Ethiopia
Kenji Tanaka, Yui Kobayashi & Takeshi Nakamura
Original Research | Open access | 15 September 2025 | Article: 130
CNN-Based Weed Classification for Precision Weed Management in Polyhouse Bell Pepper Production
João Silva, Pedro Costa & Ana Beatriz
Original Research | Open access | 15 September 2025 | Article: 131
Explainable AI for Food Safety Decisions: A Framework for Risk Interpretation, Regulatory Confidence, and Operational Accountability
Lars Andersen, Freya Nielsen & Mette Sørensen
Original Research | Open access | 15 September 2025 | Article: 21
The Intelligent Cold Chain: A Conceptual Architecture for Real-Time Quality Preservation, Spoilage Prediction, and Loss Prevention
Camila Ortega, Diego Molina, Andres Perez & Valeria Soto
Original Research | Open access | 15 September 2025 | Article: 22
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