Prediction of Active Microwave Backscatter Over Snow-Covered Terrain Across Western Colorado Using a Land Surface Model and Support Vector Machine Regression

The main objective of this article is to develop a physically constrained support vector machine (SVM) to predict C-band backscatter over snow-covered terrain as a function of geophysical inputs that reasonably represent the relevant characteristics of the snowpack. Sentinel-1 observations, in conju...

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Detalles Bibliográficos
Autores principales: Park, Jongmin, Forman, Barton A., Lievens, Hans
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8833106/
https://www.ncbi.nlm.nih.gov/pubmed/35154559
http://dx.doi.org/10.1109/jstars.2021.3053945

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8833106/
https://www.ncbi.nlm.nih.gov/pubmed/35154559
http://dx.doi.org/10.1109/jstars.2021.3053945

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