Machine Learning for Drought Analysis and Forecasting: A Critical Review of Data Fusion, Extreme-Event Sensitivity, Explainability and Generalization
综述55篇文献，比较机器学习干旱监测预报在定义、数据与验证上的差异。
气候适应与防灾减灾
气候变化影响、气候韧性农业与灾害预警
同领域方向
技术筛选 · 已选 1 项
18 篇内容清除全部筛选
Artificial Intelligence for Environmental Sustainability and Climate Change Mitigation: Recent Advances, Challenges, and Future Perspectives
综述AI在气候变化缓解与环境可持续领域的应用进展、挑战与未来方向。
Artificial Intelligence, Foundation Models, and Digital Twins for Climate-Resilient Agriculture: A Review
综述AI、基础模型与数字孪生如何支撑气候韧性农业，并指出关键挑战与未来方向。
GREEN FINANCE AND CAPITAL CIRCULATION IN SMART AGRICULTURE: AI-DRIVEN INSIGHTS
研究数字化与智慧农业如何推动绿色金融、AI创新与农村包容性投资。
Agri digital twin–driven intelligent computing framework for real-time crop yield forecasting and sustainable decision support
提出农业数字孪生框架，结合GRU与物联网实现实时产量预测与可持续决策支持。
Sustainability intelligence: Integrating Artificial Intelligence, the Internet of Things, and Digital Twins for resource-efficient and climate-resilient systems
综述AI、物联网与数字孪生融合的可持续性智能，提出七层SIF框架。
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。
Integrating artificial intelligence in climate change and sustainable development: A comprehensive bibliometric review
用文献计量法梳理2007-2025年AI与气候变化及可持续发展交叉研究，揭示主题演化与地域失衡。
Identifying drought-responsive candidate genes in root and shoot tissues of wheat (Triticum aestivum L.) through RNA sequencing, cluster analysis, weighted gene co-expression network analysis, and machine learning models
通过RNA-seq、WGCNA和XGBoost-SHAP分析，鉴定小麦根和茎中响应干旱的候选基因。
Integrating Climate Resilience and Digital Traceability in Regenerative Agri-Food Systems: A Scenario-Based Framework for Verifiable Sustainability Claims（再生农业食品系统整合气候韧性与数字溯源：可验证可持续性声明的情景框架）
构建情景分析、SWOT与案例研究框架，整合再生农业的气候韧性与数字溯源以验证可持续性声明。
基于无人机多光谱图像和VGG21模型的小麦渍害调控效果识别方法
用无人机多光谱图像和VGG21模型识别小麦渍害调控效果。
Assessing spatial suitability and climate resilience of agroforestry systems in the Indian Himalaya of Uttarakhand using remote sensing and artificial neural networks
结合遥感、GIS与人工神经网络评估印度喜马拉雅地区农林复合系统的空间适宜性与气候韧性。
Climate Change and Food Security in Africa: Harnessing Responsible AI for Sustainable Agricultural Transformation
通过定性分析25篇文献，探讨如何负责任地利用AI推动非洲气候适应型农业与粮食安全。
Simulating the Impact of Land Use and Land Cover Change on Surface Air Temperature Trends in South-Central Vietnam
量化越南中南部24年土地利用/覆盖变化对气温趋势的影响。
Artificial Intelligence for Environmental Resilience and Sustainable Innovation
系统综述AI在环境韧性与可持续创新中的应用、趋势与挑战。
An adaptive deep learning framework for multi-temporal crop and drought stress monitoring in precision agriculture
提出CNN+ViT混合深度学习框架，利用多时相Sentinel-2影像监测作物分类与干旱胁迫。
Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi·9月9日 · 周三76 分 论文气候适应与防灾减灾智慧农业 / 农业物联网阅读 1
Climate Change and Agricultural Insect Pests: Ecological Mechanisms, Crop Productivity Impacts and Climate Adaptation Strategies
综述气候变化对农业害虫生态机制、作物生产力影响及气候适应策略。
Advances in artificial intelligence and geomatics technology for the transformation of global agri-food systems: A review
综述AI与地理空间技术在全球农业食品系统转型中的应用，分析2004-2025年文献，识别可持续农业实