Development of a Data‐Driven Lightning Scheme for Implementation in Global Climate Models
Development of a Data‐Driven Lightning Scheme for Implementation in Global Climate Models
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Publisher
Washington: John Wiley & Sons, Inc
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Language
English
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Publisher
Washington: John Wiley & Sons, Inc
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Contents
This study proposes a new lightning scheme applicable at the global scale, predicting lightning rates from climatic variables. Using satellite lightning records spanning a period of 29 years, we apply machine learning methods to derive a functional relationship between lightning and climate reanalysis data. In particular, we design a tree‐based reg...
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Full title
Development of a Data‐Driven Lightning Scheme for Implementation in Global Climate Models
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TN_cdi_doaj_primary_oai_doaj_org_article_5820a3663b16439281baedfbf7b69ee9
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_5820a3663b16439281baedfbf7b69ee9
Other Identifiers
ISSN
1942-2466
E-ISSN
1942-2466
DOI
10.1029/2024MS004464
