Artificial intelligence for modeling and understanding extreme weather and climate events
Artificial intelligence for modeling and understanding extreme weather and climate events
About this item
Full title
Author / Creator
Camps-Valls, Gustau , Fernández-Torres, Miguel-Ángel , Cohrs, Kai-Hendrik , Höhl, Adrian , Castelletti, Andrea , Pacal, Aytac , Robin, Claire , Martinuzzi, Francesco , Papoutsis, Ioannis , Prapas, Ioannis , Pérez-Aracil, Jorge , Weigel, Katja , Gonzalez-Calabuig, Maria , Reichstein, Markus , Rabel, Martin , Giuliani, Matteo , Mahecha, Miguel D. , Popescu, Oana-Iuliana , Pellicer-Valero, Oscar J. , Ouala, Said , Salcedo-Sanz, Sancho , Sippel, Sebastian , Kondylatos, Spyros , Happé, Tamara and Williams, Tristan
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
Formats
Publication information
Publisher
London: Nature Publishing Group UK
Subjects
More information
Scope and Contents
Contents
In recent years, artificial intelligence (AI) has deeply impacted various fields, including Earth system sciences, by improving weather forecasting, model emulation, parameter estimation, and the prediction of extreme events. The latter comes with specific challenges, such as developing accurate predictors from noisy, heterogeneous, small sample si...
Alternative Titles
Full title
Artificial intelligence for modeling and understanding extreme weather and climate events
Authors, Artists and Contributors
Author / Creator
Fernández-Torres, Miguel-Ángel
Cohrs, Kai-Hendrik
Höhl, Adrian
Castelletti, Andrea
Pacal, Aytac
Robin, Claire
Martinuzzi, Francesco
Papoutsis, Ioannis
Prapas, Ioannis
Pérez-Aracil, Jorge
Weigel, Katja
Gonzalez-Calabuig, Maria
Reichstein, Markus
Rabel, Martin
Giuliani, Matteo
Mahecha, Miguel D.
Popescu, Oana-Iuliana
Pellicer-Valero, Oscar J.
Ouala, Said
Salcedo-Sanz, Sancho
Sippel, Sebastian
Kondylatos, Spyros
Happé, Tamara
Williams, Tristan
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_a441756dc2304a5fa2aa86c42982e4d5
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_a441756dc2304a5fa2aa86c42982e4d5
Other Identifiers
ISSN
2041-1723
E-ISSN
2041-1723
DOI
10.1038/s41467-025-56573-8
