GIS-based landslide susceptibility assessment using optimized hybrid machine learning methods
Author:
Funder
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Earth-Surface Processes
Reference81 articles.
1. Comparison of machine-learning techniques for landslide susceptibility mapping using two-level random sampling (2LRS) in Alakir catchment area, Antalya, Turkey;Ada;Nat. Hazards,2018
2. Comparison of GIS-based landslide susceptibility models using frequency ratio, logistic regression, and artificial neural network in a tertiary region of Ambon, Indonesia;Aditian;Geomorphology,2018
3. Landslide hazard assessment: summary review and new perspectives;Aleotti;Bull. Eng. Geol. Environ.,1999
4. A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping;Althuwaynee;Catena,2014
5. Landslide susceptibility evaluation and management using different machine learning methods in The Gallicash River Watershed, Iran;Arabameri;Remote Sensing,2020
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