Integrating multi-criteria decision-making and remote sensing for wildfire susceptibility assessment of the Lower Ziz Valley oases in Morocco
构建遥感与多准则决策融合的绿洲野火易发性指数，并验证其预测精度。
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#农业AI
WaterFormer-MS: A multi-stream deep learning framework for surface water segmentation from satellite imagery
提出多流深度学习框架WaterFormer-MS，从Sentinel-2影像中精准分割地表水体。
Adversarial Patch and Camouflage Attacks on Aerial Object Detection: A Geometry-Aware Review
综述无人机与遥感目标检测中的对抗补丁与伪装攻击及防御，并提出几何感知分类体系。
Journal of Geography Environment and Earth Science International·9月24日 · 周四66 分 论文GIS与空间分析农业遥感与作物表型阅读 5
Remote Sensing and GIS in Modern Drought Assessment: Bridging Conventional Methods and Emerging Technologies
综述了从传统干旱指数到遥感、GIS及AI集成的现代干旱评估方法演进。
Balancing accuracy, completeness, and efficiency for rice 3D reconstruction through CBAM-UNet-based multi-view segmentation and camera configuration optimization
提出CBAM-UNet分割与相机配置优化结合的水稻多视角三维重建流程，兼顾精度、完整性与效率。
RootQuantV2: Adapting a Vision Foundation Model for Root-Trait Regression from Minirhizotron Imagery
用冻结DINOv3 ViT微调回归，从微根管图像直接预测根系长度和面积。
Zenodo (CERN European Organization for Nuclear Research)·9月24日 · 周四77 分 论文物联网传感与边缘计算智慧农业 / 农业物联网2 个信源同时报道 阅读 5
Digital Transformation and the Reconfiguration of Farming Systems: Understanding How Tech-nological Adoption and Institutional Conditions Shape Sustainable and Inclusive Agriculture
综述数字农业转型，分析技术采纳与制度条件如何共同塑造可持续包容性农业。
Artificial Intelligence-Enabled Mangrove Ecosystem Monitoring Using Remote Sensing and Environmental Data
融合遥感影像与环境数据，用深度学习构建红树林生态系统健康监测框架。
Closed-loop artificial intelligence agents for animal epidemic prediction and decision support in livestock farming: a review
综述闭环AI智能体用于畜禽疫病预测与决策支持，提出感知-决策-反馈架构。
Cross-sensor urban land-cover characterization using hyperspectral and multispectral satellite imagery
用统一框架对比Landsat、Sentinel-2与PRISMA在城市土地覆盖分类中的表现。
TB-YOLOv8n: an improved YOLOv8n-based model for tip-burn detection in plant factory-grown pakchoi under LED lighting
提出轻量模型TB-YOLOv8n，在植物工厂LED光下检测小白菜干烧心。
A secure federated learning framework with blockchain-based authentication for anomaly detection in cooperative smart farming
提出融合联邦迁移学习与区块链认证的异常检测框架，保障协作智慧农业数据隐私与安全。
AI-generated advice as a reinforcement layer in climate-smart agriculture
随机试验检验AI生成建议能否缩小农户覆盖作物种植的意图-行动差距。
ARTIFICIAL INTELLIGENCE FOR AGRICULTURE: A SYSTEMATIC REVIEW OF FARMERS' PERCEPTIONS, ACCEPTANCE, ADOPTION AND BARRIERS
系统综述农民对农业AI的感知、接受度、采纳意愿及障碍。
A Study of Explainable AI In Smart Agriculture
探讨可解释人工智能在智慧农业中的应用与挑战。
Smart agriculture using digital holography and artificial intelligence
利用数字全息与AI检测葡萄园空气中霜霉和白粉病菌孢子，优化杀菌剂施用。
Cotton leaf disease classification using deep learning models for smart agriculture
Cotton leaf disease classification using deep learning models for smart agriculture。Agriculture & Food Security
Zenodo (CERN European Organization for Nuclear Research)·9月30日 · 周三68 分 论文农业AI与大模型智慧农业 / 农业物联网2 个信源同时报道 阅读 4
AI For Sustainable Development Opportunities & Innovation
综述AI在可持续发展各领域的机会与创新路径，并强调负责任AI的治理要求。
Knowledge graph-based expert system for tea pesticide residue compliance verification and detection method selection optimization
构建知识图谱专家系统，自动核验茶叶农药残留合规并优化检测方法选择。
《Multi-Sensor Perception, Fusion, and Robust State Estimation for Autonomous Agricultural Vehicles in Complex Environments》
综述复杂农业环境下自主农机多源融合定位与鲁棒状态估计技术进展。