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Machine learning algorithm for estimating karst rocky desertification in a peak-cluster depression basin in southwest Guangxi, China

Karst rocky desertification (KRD) has become one of the most serious ecological and environmental problems in karst areas. At present, mapping KRD with a high accuracy and on a large scale is still a difficult problem in the control of KRD. In this study, a random forest (RF) based on maximum inform...

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Detalles Bibliográficos
Autores principales: Zhang, Yali, Tian, Yichao, Li, Ying, Wang, Donghua, Tao, Jin, Yang, Yongwei, Lin, Junliang, Zhang, Qiang, Wu, Luhua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9646862/
https://www.ncbi.nlm.nih.gov/pubmed/36352040
http://dx.doi.org/10.1038/s41598-022-21684-5