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Estimation of Soil Characteristics from Multispectral Sentinel-3 Imagery and DEM Derivatives Using Machine Learning

In this paper, different machine learning methodologies have been evaluated for the estimation of the multiple soil characteristics of a continental-wide area corresponding to the European region, using multispectral Sentinel-3 satellite imagery and digital elevation model (DEM) derivatives. The res...

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Detalles Bibliográficos
Autores principales: Piccoli, Flavio, Barbato, Mirko Paolo, Peracchi, Marco, Napoletano, Paolo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10538194/
https://www.ncbi.nlm.nih.gov/pubmed/37765932
http://dx.doi.org/10.3390/s23187876