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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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Detalles Bibliográficos
Autores principales: Svendsen, Daniel Heestermans, Morales-Álvarez, Pablo, Ruescas, Ana Belen, Molina, Rafael, Camps-Valls, Gustau
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7386942/
https://www.ncbi.nlm.nih.gov/pubmed/32747851
http://dx.doi.org/10.1016/j.isprsjprs.2020.04.014