Viewing Soil Moisture Flash Drought Onset Mechanism and Their Changes Through XAI Lens: A Case Study in Eastern China

Viewing Soil Moisture Flash Drought Onset Mechanism and Their Changes Through XAI Lens: A Case Study in Eastern China

Abstract Soil moisture flash droughts often pose significant challenges to humans and ecosystems, with wide‐ranging socioeconomic consequences. However, the underlying mechanisms of flash droughts and their changes remain unquantified. Taking China as a case study, we present a novel framework that...

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Bibliographic Details
Main Authors: Jiajin Feng, Jun Li, Chong‐Yu Xu, Zhaoli Wang, Zhenxing Zhang, Xushu Wu, Chengguang Lai, Zhaoyang Zeng, Hongfu Tong, Shijie Jiang
Format: Article
Language:English
Published: Wiley 2024-06-01
Series:Water Resources Research
Subjects:
flash drought
interpretable machine learning
mechanism quantification
type changes
event classification
Online Access:https://doi.org/10.1029/2023WR036297
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https://doi.org/10.1029/2023WR036297

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