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。
阅读 5
关键词 · 相关资讯与研究
#干旱预测
沿着“干旱预测”继续探索，共 0 条内容。
你可能还想看
没有这个标签，内容接近Drought dynamics and climatic drivers in the Tarim Basin using remote sensing indices and pixel-wise machine learning
基于遥感指数与逐像元机器学习，量化塔里木盆地2000—2024年干旱动态及气候驱动因子。
阅读 3
Development of the Potential Evapotranspiration-Vegetation-Precipitation Drought Index (PETVPDI) and Its Application in West Africa Using Remote Sensing Datasets
构建融合蒸散、植被与降水的复合干旱指数PETVPDI，并用于西非2001—2022年干旱监测。
阅读 1
A review of remote sensing for agricultural drought: technologies, indices, modelling advances and future prospects
系统综述2015-2025年遥感农业干旱监测与预测的传感器、指数、建模及验证进展。
阅读 2
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。
阅读 0
Explainable Machine Learning Framework for Soil Moisture Stress Assessment and Irrigation Decision Support
构建可解释机器学习框架，预测次日土壤湿度并支持灌溉决策。
阅读 1
Bi-decadal drought assessment in Northwestern Algeria: Integrating meteorological and remote sensing indices
整合气象与遥感指数评估阿尔及利亚西北部2003–2023年干旱演变。
阅读 2
Modelling of drought-induced crop-specific losses across major Southeast Asia agricultural countries over 1991–2020
Modelling of drought-induced crop-specific losses across major Southeast Asia agricultural countries over 1991–2020。Agricultural Systems
关注点
该研究以1991–2020年长序列数据量化东南亚主要农业国分作物干旱损失，可为区域干旱风险区划与保险定损提供参考，但结论依赖模型假设，不宜直接外推到其他区域。
阅读 0