Document type
Journal articles
Document subtype
Full paper
Title
Integrating Reanalysis and Satellite Cloud Information to Estimate Surface Downward Long-Wave Radiation
Participants in the publication
Francis M. Lopes (Author)
Instituto Dom Luiz (IDL), Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749–016, Lisboa, Portugal
Emanuel Dutra (Author)
INSTITUTO DE METEOROLOGIA
Instituto Dom Luiz (IDL), Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749–016, Lisboa, Portugal
Isabel F. Trigo (Author)
INSTITUTO DE METEOROLOGIA
Summary
Estimation of downward long-wave radiation at the surface using machine learning techniques through the use of multivariate adaptive regression splines. Use of ERA5-reanalysis, ground observations, and satellite cloud information for model calibration.
Date of Submisson/Request
2022-03-18
Date of Acceptance
2022-03-30
Date of Publication
2022-04-01
Institution
Instituto Dom Luiz (IDL), Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749–016, Lisboa, Portugal
Where published
Remote Sensing
Publication Identifiers
ISSN - 2072-4292
Publisher
MDPI AG
Document Identifiers
DOI -
https://doi.org/10.3390/rs14071704
Rankings
Web Of Science Q2 (2021) - 5.349 - REMOTE SENSING - SCIE
SCIMAGO Q1 (2021) - 1283 - Earth and Planetary Sciences (miscellaneous)
SCOPUS Q1 (2021) - 7.4 - General Earth and Planetary Sciences
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