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

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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Bibliographic Details
Main Authors: Flavio Piccoli, Mirko Paolo Barbato, Marco Peracchi, Paolo Napoletano
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Sensors
Subjects:
digital soil mapping
machine learning
multispectral sensing
Sentinel-3
digital elevation model
Online Access:https://www.mdpi.com/1424-8220/23/18/7876

Internet

https://www.mdpi.com/1424-8220/23/18/7876

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