Lithological Mapping Research Based on Feature Selection Model of ReliefF-RF

Lithological Mapping Research Based on Feature Selection Model of ReliefF-RF

Multispectral satellite data allow experts to discriminate rock units based on their spectral signature characteristics. Here, Sentinel-2, ASTER and the Landsat-8 Operational Land Imager (OLI) were assessed for lithological mapping by using a random forest (RF) classifier for a study area located in...

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Bibliographic Details
Main Authors: Jing Xi, Qigang Jiang, Huaxin Liu, Xin Gao
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Applied Sciences
Subjects:
lithological mapping
Sentinel-2
feature selection model
machine learning
textural analysis
Online Access:https://www.mdpi.com/2076-3417/13/20/11225

Internet

https://www.mdpi.com/2076-3417/13/20/11225

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