Unraveling volcanic impacts in semi-arid climates: machine learning and CMIP6 insights from Krakatau and Santa Maria

Abstract Volcanic eruptions are among the strongest natural climate forcings, yet their regional impacts remain poorly resolved, particularly in semi-arid hotspots. Here, we investigate the climatic fingerprints of the Krakatau (1883) and Santa Maria (1902) eruptions on surface temperatures over Ira...

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Detalhes bibliográficos

Principais autores:	Abdolazim Saman, Gholamreza Roshan, Stefan W. Grab, Muhammad Mubashar Dogar, Tarig A. Ali
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2026-04-01
coleção:	Scientific Reports
Assuntos:	Tropical volcanic eruptions Krakatau Santa Maria Climate response Random forest model Iran
Acesso em linha:	https://doi.org/10.1038/s41598-026-45543-9
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