Exploring Influence of Sampling Strategies on Event-Based Landslide Susceptibility Modeling
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Title
Exploring Influence of Sampling Strategies on Event-Based Landslide Susceptibility Modeling
Authors
Keywords
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Journal
ISPRS International Journal of Geo-Information
Volume 8, Issue 9, Pages 397
Publisher
MDPI AG
Online
2019-09-06
DOI
10.3390/ijgi8090397
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- Automatic Case-Based Reasoning Approach for Landslide Detection: Integration of Object-Oriented Image Analysis and a Genetic Algorithm
- (2015) Jie Dou et al. Remote Sensing
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- (2014) A-Xing Zhu et al. GEOMORPHOLOGY
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- (2014) Alessandro C. Mondini et al. GEOMORPHOLOGY
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- (2014) Giulio G. R. Iovine et al. NATURAL HAZARDS
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- (2013) Alessandro C. Mondini et al. GEOMORPHOLOGY
- Modeling the spatial occurrence of shallow landslides triggered by typhoons
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- (2013) Xiao Shang et al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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- (2013) Elfatih M. Abdel-Rahman et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Landslide susceptibility mapping at Zonouz Plain, Iran using genetic programming and comparison with frequency ratio, logistic regression, and artificial neural network models
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- (2012) Dieu Tien Bui et al. CATENA
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- (2011) Kyo-Young Song et al. ADVANCES IN SPACE RESEARCH
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- (2011) Beliz Aksoy et al. COMPUTERS & GEOSCIENCES
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- A novel data mining technique of analysis and classification for landslide problems
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- Spatial Forecast of Landslides in Three Gorges Based On Spatial Data Mining
- (2009) Xianmin Wang et al. SENSORS
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- Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview
- (2008) Cees J. van Westen et al. ENGINEERING GEOLOGY
- Artificial neural networks and cluster analysis in landslide susceptibility zonation
- (2007) C. Melchiorre et al. GEOMORPHOLOGY
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