Flash Drought: Review of Concept, Prediction and the Potential for Machine Learning, Deep Learning Methods

Flash Drought: Review of Concept, Prediction and the Potential for Machine Learning, Deep Learning Methods

Abstract This paper reviews the Flash Drought concept, the uncertainties associated with FD prediction, and the potential of Machine Learning (ML) and Deep learning (DL) for future applications. For this, 121 relevant articles covering different aspects of FD ‐ definitions, key indicators, distingui...

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Bibliographic Details
Main Authors: Shoobhangi Tyagi, Xiang Zhang, Dharmendra Saraswat, Sandeep Sahany, Saroj Kanta Mishra, Dev Niyogi
Format: Article
Language:English
Published: Wiley 2022-11-01
Series:Earth's Future
Subjects:
flash droughts
drought prediction
data‐driven drought assessment
Online Access:https://doi.org/10.1029/2022EF002723

Internet

https://doi.org/10.1029/2022EF002723

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