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Journal article

A deep learning model for predicting climate-induced disasters

Abstract

The increased severity and frequency of Climate-Induced Disasters (CID) including those attributed to hydrological, meteorological, and climatological effects have been testing the resilience of cities worldwide. The World Economic Forum highlighted—in its 2020 Global Risk Report—that from 2018 to 2020, three of the top five risks with respect to likelihood and impact are climate related with extreme weather events being the highest ranked risk …

Authors

Haggag M; Siam AS; El-Dakhakhni W; Coulibaly P; Hassini E

Journal

Natural Hazards, Vol. 107, No. 1, pp. 1009–1034

Publisher

Springer Nature

Publication Date

5 2021

DOI

10.1007/s11069-021-04620-0

ISSN

0921-030X