《Digital villages and agricultural green total factor productivity》 数字乡村试点DID评估AGTFP
基于县级面板数据，用DID评估数字乡村试点对农业绿色全要素生产率的影响。
数字农业与前沿技术
浏览数字农业与前沿技术相关政策、产业动态与研究。
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Leakage-Proof Reliability-Aware Deep Learning Framework for Rice Leaf Disease Diagnosis
提出防泄漏、可靠性导向的水稻叶病诊断深度学习框架，并系统评估其泛化与部署表现。
Urban transformation in a Himalayan Metropolitan City: Socio-spatial dynamics and planning implications from Srinagar, India
基于遥感与社会经济数据，分析斯利那加1985-2025年城市扩张、地价、人口与旅游动态。
Space Technology as a Tool for Peacebuilding and Conflict Prevention in Nigeria: Opportunities, Challenges and Policy Implications
提出太空技术-建设和平关联模型，分析尼日利亚利用太空技术预防冲突的机会与挑战。
Higher vegetation diversity and stronger forest structure occur in managed zones despite widespread land cover degradation in Ise Forest Reserve Nigeria
研究尼日利亚Ise森林保护区管理区与干扰区的植被多样性和结构差异及土地覆盖退化。
An Integrated Assessment of Anthropogenic and Ecological Threats to Pangolin Survival in Takamanda National Park, Southwest Region of Cameroon
综合遥感、地方知识与焦点小组，评估喀麦隆Takamanda国家公园三种穿山甲面临的生态与人为威胁。
Machine Learning-Based Prediction of Fall Armyworm (Spodoptera frugiperda) Outbreaks in Maize Production Systems of Northern Nigeria Using Climate and Remote Sensing Data
用气候与遥感数据构建机器学习模型预测尼日利亚北部玉米草地贪夜蛾暴发。
Federation Cannot Replace Stewardship: Governing the Calibration Chain in Continental-Scale Observation Networks
论文主张联邦架构无法替代有明确责任人的校准监管，强调校准链治理是大陆尺度观测网络的基础。
Land suitability assessment for irrigated lentil cultivation in Southwest Shewa Zone, Ethiopia using remote sensing, GIS, and the analytic hierarchy process
用遥感、GIS与AHP评估埃塞俄比亚西南绍阿区灌溉扁豆种植土地适宜性并制图。
Sustainable soil governance pathways toward zero food gap
综述土壤科学、地球观测、AI与决策支持，提出可持续土壤治理实现零食物缺口的整合框架。
The use of artificial intelligence in agriculture: Global practice
综述2022-2026年AI在农业的应用趋势、成效与各国推广障碍。
Optimized Inception-v4 CNN Combined with YOLOv8 andXGBoost for Tomato Plant Disease Recognition and Classification
提出YOLOv8+Inception-v4+XGBoost混合模型，实现番茄叶片病害精准检测与分类。
AI-Powered Crop Protection: Transforming Pest Surveillance and Decision-Making Through Digital Agriculture
综述AI与数字农业在害虫监测、预测及决策支持中的应用与挑战。
Bridging Governance and Empirical Threat Intelligence: An Integrated Framework for Cybersecurity in Smart Farming
提出融合数据治理与蜜网威胁情报的智慧农业网络安全框架。
An ensemble deep learning approach for soil pH classification leveraging GLCM-based texture features and neural networks
提出融合GLCM纹理特征与CNN的集成深度学习框架，实现土壤pH等级图像分类。
Smart Farms, Unequal Fields: The Social and Technical Issues of Climate-Smart Agriculture
Smart Farms, Unequal Fields: The Social and Technical Issues of Climate-Smart Agriculture。Food Ethics
An Adaptive AI-DSS Framework for Real-Time Image Analysis and Decision-Making in Precision Agriculture
提出自适应AI决策支持系统，用轻量网络与特征优化实现精准农业实时图像分析与决策。
Trustworthy AutoML indicators for climate-smart agriculture: A sustainability-governance framework for decision support
提出面向气候智慧型农业的可信AutoML指标体系与可持续治理框架，用于决策支持。
Spatial Assessment of Biophysical Suitability for Climate-Smart Agriculture across Nigeria
Spatial Assessment of Biophysical Suitability for Climate-Smart Agriculture across Nigeria。Research Square
Smart crop recommendation: fusing nutrient and climate data with Krill Herd Optimization and explainable AI
提出融合养分与气候数据、KHO优化和可解释AI的作物推荐框架，Tab Transformer精度达0