Applying machine learning for drought prediction in a perfect model framework using data from a large ensemble of climate simulations

<p>There is a strong scientific and social interest in understanding the factors leading to extreme events in order to improve the management of risks associated with hazards like droughts. In this study, artificial neural networks are applied to predict the occurrence of a drought in two cont...

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Bibliographic Details
Main Authors: E. Felsche, R. Ludwig
Format: Article
Language:English
Published: Copernicus Publications 2021-12-01
Series:Natural Hazards and Earth System Sciences
Online Access:https://nhess.copernicus.org/articles/21/3679/2021/nhess-21-3679-2021.pdf