基于双路径注意力与多尺度融合的作物病虫害识别网络DPMFNet
提出轻量级双路径网络DPMFNet，实现复杂农田场景下的作物病虫害高精度识别。
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提出轻量级WheatNet网络，实现复杂麦田麦苗检测与计数。
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Artificial Intelligence-Based Intelligent Fertigation Recommendation Systems for Precision Agriculture
综述AI施肥推荐研究，并用马哈拉施特拉数据集比较七种分类器，提出可审计智能施肥推荐框架。
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MDFNet: a lightweight multi-stream network tailored for real-time GIS and disaster monitoring applications
提出轻量级多流双阶段融合网络MDFNet，用于高分辨率遥感图像场景分类，兼顾精度与效率。
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A quantum-inspired multi-objective learning framework for real-time sustainable aquaculture water quality prediction
提出量子启发多目标优化网络Q-AQUAOptNet，实现水产养殖水质实时预测。
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Rotating target detection in remote sensing images by integrating improved YOLOv11 with an efficient hybrid encoder
改进YOLOv11与RT-DETR集成，实现遥感图像旋转目标检测，提升精度与速度。
农业遥感与作物表型智慧农业
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HEART-Net: An ultra-lightweight multimodal neural network for on-device cattle live-weight estimation and precision phytogenic dosing
HEART-Net: An ultra-lightweight multimodal neural network for on-device cattle live-weight estimation and precision phytogenic dosing。Smart Agricultural Technology
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An embedded deep learning–fuzzy logic framework for intelligent and automated irrigation in smart farming
提出IrrigaDL-FL低成本物联网智能灌溉框架，融合深度学习与模糊逻辑优化路由和灌溉决策。
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