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Deep Gaussian processes for biogeophysical parameter retrieval and model inversion

Parameter retrieval and model inversion are key problems in remote sensing and Earth observation. Currently, different approximations exist: a direct, yet costly, inversion of radiative transfer models (RTMs); the statistical inversion with in situ data that often results in problems with extrapolat...

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Dades bibliogràfiques
Publicat a:ISPRS J Photogramm Remote Sens
Autors principals: Svendsen, Daniel Heestermans, Morales-Álvarez, Pablo, Ruescas, Ana Belen, Molina, Rafael, Camps-Valls, Gustau
Format: Artigo
Idioma:Inglês
Publicat: Elsevier 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7386942/
https://ncbi.nlm.nih.gov/pubmed/32747851
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.isprsjprs.2020.04.014
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