Landslide susceptibility modeling based on remote sensing data and data mining techniques

Author:

Wang Xiaojing,Huang FamingORCID,Fan Xuanmei,Shahabi Himan,Shirzadi Ataollah,Bian Huiyuan,Ma Xiongde,Lei Xinxiang,Chen Wei

Funder

National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Earth-Surface Processes,Geology,Pollution,Soil Science,Water Science and Technology,Environmental Chemistry,Global and Planetary Change

Reference85 articles.

1. Abedini M, Tulabi S (2018) Assessing LNRF, FR, and AHP models in landslide susceptibility mapping index: a comparative study of Nojian watershed in Lorestan province, Iran. Environ Earth Sci 77(11):405

2. Acharya TD (2018) Regional scale landslide hazard assessment using machine learning methods in Nepal, PhD Thesis, Kangwon National University, Chuncheon, Korea

3. Adnan MN, Islam MZ (2017) Forest PA: constructing a decision forest by penalizing attributes used in previous trees. Expert Syst Appl 89:389–403

4. Bui DT, Ho TC, Pradhan B, Pham BT, Nhu VH, Revhaug I (2016) GIS-based modeling of rainfall-induced landslides using data mining-based functional trees classifier with AdaBoost, Bagging, and MultiBoost ensemble frameworks. Environ Earth Ences 75(14):1–22

5. Bui DT, Ngo P-TT, Pham TD, Jaafari A, Minh NQ, Hoa PV, Samui P (2019) A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping. CATENA 179:184–196

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