A novel fuzzy K-nearest neighbor inference model with differential evolution for spatial prediction of rainfall-induced shallow landslides in a tropical hilly area using GIS-Reference-Cited by-同舟云学术

A novel fuzzy K-nearest neighbor inference model with differential evolution for spatial prediction of rainfall-induced shallow landslides in a tropical hilly area using GIS

Published:2016-04-21 Issue:1 Volume:14 Page:1-17
ISSN:1612-510X
Container-title:Landslides
language:en
Short-container-title:Landslides

Author:

Tien Bui Dieu,Nguyen Quoc Phi,Hoang Nhat-Duc,Klempe Harald

Funder

This research was supported the project QH-MDC/2014 (Hanoi University of Mining and Geology, Vietnam) and was partially supported by University College of Southeast Norway, Bø i Telemark, Norway

Publisher

Springer Science and Business Media LLC

Subject

Geotechnical Engineering and Engineering Geology

Link

http://link.springer.com/content/pdf/10.1007/s10346-016-0708-4.pdf

Reference86 articles.

1. Althuwaynee OF, Pradhan B, Lee S (2012) Application of an evidential belief function model in landslide susceptibility mapping. Comput Geosci 44:120–135

2. Ayalew L, Yamagishi H (2005) The application of gis-based logistic regression for landslide susceptibility mapping in the Kakuda-yahiko mountains, central Japan. Geomorphology 65:15–31

3. Ayalew L, Yamagishi H, Ugawa N (2004) Landslide susceptibility mapping using gis-based weighted linear combination, the case in Tsugawa area of Agano river, Niigata prefecture, Japan. Landslides 1:73–81

4. Beven K, Kirkby M, Schofield N, Tagg A (1984) Testing a physically-based flood forecasting model (TOPMODEL) for three UK catchments. J Hydrol 69:119–143

5. Chen C-Y, Chang J-M (2015) Landslide dam formation susceptibility analysis based on geomorphic features. Landslides 1-15

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