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GIS-based rainfall-induced landslide susceptibility mapping: a comparative analysis of machine learning algorithms and a numerical method in Kvam, Norway
February 2023 • Haoyu Luo, Zhongqiang Liu, Yutao Pan, Irene Rocchi
Analysis and prediction of climate-driven geohazards, such as rainfall-induced landslides and slope failures, are becoming more challenging given the changing climate where extreme events are inevitable. Therefore, there is a need to move beyond conventional sources of data and consider multiple types of data for more accurate analysis and prediction of landslides. In recent years, Data Fusion and Machine Learning techniques have played an important role in paving the path towards a better understanding of the pro…
Landslide
Computer Science
Random Forest
Machine Learning
Data Mining
Algorithm
Perceptron
Artificial Intelligence
Support Vector Machine
Geodesy