Feature importance of climate vulnerability indicators with gradient boosting across five global cities

Efforts are needed to better identify and measure both communities’ exposure to climate hazards and the social vulnerabilities that interact with these hazards, but the science of validating climate risk indicators is still in its infancy. Progress is needed to improve: (1) the selection of variable...

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Bibliographic Details
Main Authors: Lidia Cano Pecharroman, Melissa Oberon Tier, Elke U. Weber
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-06-01
Series:Frontiers in Climate
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fclim.2025.1521507/full
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