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...

Celý popis

Podrobná bibliografie

Vydáno v:	Mathematical geosciences Ročník 56; číslo 5; s. 975 - 1010
Hlavní autoři:	Ma, Junwei, Lei, Dongze, Ren, Zhiyuan, Tan, Chunhai, Xia, Ding, Guo, Haixiang
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Berlin/Heidelberg Springer Berlin Heidelberg 01.07.2024
Témata:	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
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!