Artificial Intelligence Applied to Agricultural and Food Systems

Introduction to the Special Collection

Introduction - available after collection is completed.

Titles with gold lock icon after them are open access (OA) articles. The full-text of non-OA completed articles in this collection is accessible for a limited time.

Articles

• A Comparison of Yield Prediction Approaches Using Long-Term Multi-Crop Site-Specific Data
• AFC-ResNet18: A Novel Real-Time Image Semantic Segmentation Network for Orchard Scene Understanding
• An Improved Crop Yield Prediction Using CNN-BiLSTM Model With Attention Mechanism
• Artificial Medjool Date Fruit Bunch Image Synthesis: Towards Thinning Automation
• Automatic Recognition of Agriculture Pests with Balanced Feature Pyramid Network
• Boundary-Based Rice-Leaf-Disease Classification and Severity Level Estimation for Automatic Insecticide Injection
• Detection and Identification of Grape Leaf Diseases Based on Improved YOLOv5
• Forecasting of Canopy Temperatures Using Machine Learning Algorithms
• Method for Zoning Corn Based on the NDVI and the Improved SOM-K-Means Algorithm
• Multi-Species Weed and Crop Classification Comparison Using Five Different Deep Learning Network Architectures
• Psyllid Detector: A Web-Based Application to Automate Insect Detection Utilizing Image Processing and Deep Learning
• Relation Extraction for Knowledge Graph Generation in the Agriculture Domain: A Case Study on Soybean Pests and Disease
• Research on Detection of Fertility of Group Hatching Eggs Based on Adaptive Image Segmentation
• UAV-Based High-Throughput Phenotyping to Segment Individual Apple Tree Row Based on Geometrical Features of Poles and Colored Point Cloud