ASTER VNIR‐SWIR Based Lithological Mapping of Granitoids in the Western Junggar Orogen (NW Xinjiang): Improved Inputs to Random Forest Method

ASTER VNIR‐SWIR Based Lithological Mapping of Granitoids in the Western Junggar Orogen (NW Xinjiang): Improved Inputs to Random Forest Method

Abstract Although advanced spaceborne thermal emission and reflection radiometer multispectral analysis for lithological mapping has been widely applied, traditional methods such as band ratios (BR) and principal component analysis (PCA) are still hampered by cumbersome data processing and poor clas...

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Bibliographic Details
Main Authors: Yarong Zhou, Shuo Zheng, Yanfei An, Chunkit Lai
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2023-08-01
Series:Earth and Space Science
Subjects:
lithological mapping
band combination
mean texture
random forest
granitoids
Online Access:https://doi.org/10.1029/2023EA002877

Internet

https://doi.org/10.1029/2023EA002877

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