Automated Machine Learning-Based Landslide Susceptibility Mapping for the Three Gorges Reservoir Area, China

Machine learning (ML)-based landslide susceptibility mapping (LSM) has achieved substantial success in landslide risk management applications. However, the complexity of classically trained ML is often beyond nonexperts. With the rapid growth of practical applications, an “off-the-shelf” ML techniqu...

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Bibliographic Details

Published in:	Mathematical geosciences Vol. 56; no. 5; pp. 975 - 1010
Main Authors:	Ma, Junwei, Lei, Dongze, Ren, Zhiyuan, Tan, Chunhai, Xia, Ding, Guo, Haixiang
Format:	Journal Article
Language:	English
Published:	Berlin/Heidelberg Springer Berlin Heidelberg 01.07.2024
Subjects:	Chemistry and Earth Sciences Computer Science Earth and Environmental Science Earth Sciences Geotechnical Engineering & Applied Earth Sciences Hydrogeology Physics Statistics for Engineering Off-the-shelf solution Metaheuristic Three Gorges Reservoir area (TGRA) Landslide susceptibility mapping (LSM) Automated machine learning (AutoML)
ISSN:	1874-8961, 1874-8953
Online Access:	Get full text
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