Research of landslide susceptibility after the Lushan earthquake based on Logistic regression model

Journal of Chengdu University of Technology (Science and Technology Edition)

Volumn 40, Issue 3, 2013, Pages 282-287

  Feng, Ce ^a   Liu, Rui ^a   Gou, Chang Jiang ^a  

^a CHENGDU UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Landslide; Logistic regression; ROC curve; Susceptibility assessment

Indexed keywords

EARTHQUAKE EPICENTER; EARTHQUAKE EVENT; GIS; LANDSLIDE; RAINFALL; REGRESSION ANALYSIS; REMOTE SENSING; SEISMIC SOURCE; SLOPE FAILURE;

CHINA; SICHUAN;

EID: 84883024262     PISSN: 16719727     EISSN: None     Source Type: Journal    
DOI: 10.3969/j.issn.1671-9727.2013.03.08     Document Type: Article

References (13)

1. Cui P, Zhuang J Q, Chen X C, et al. Characteristics and countermeasures of debris flow in Wenchuan area after the earthquake[J]. Journal of Sichuan University (Engineering Science Edition), 2010, 42 (5): 10-19.
2. Yin Y P, Pan G T, Liu Y P, et al. Great Wenchuan Earthquake: Seismogeology and Landslide Hazards [M]. Beijing: Geological Publishing House, 2009: 60-61, 104-111.
3. Fan J Y. Lushan Tourism Resources Investigation and Assessment and Developing Model Research [D]. Chengdu: The Archive of Chengdu University of Technology's, 2006.
4. Huang R Q, Xiang X Q, Ju N P, et al. Assessment of China's regional geohazards: Present situation and problems [J]. Geological Bulletin of China, 2004, 23 (11): 1078-1082. DOI: 10. 3969/j. issn. 16712552. 2004. 11. 005.
5. Nandi A, Shakoor A. Application of logistic regression model for slope instability prediction in Cuyahoga River Watershed, Ohio, USA[J]. Georisk, 2008, 2 (1): 16-27.
6. Guzzetti F, Carrara A, Cardinali M, et al. Landslide hazard evaluation: A review of current techniques and their application in a multi-scale study, central Italy [J]. Geomorphology, 1999, 31 (1): 181-216.
7. Ayalew L, Yamagishi H. The application of GISbased Logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan[J]. Geomorphology, 2005, 65 (1): 15-31.
8. Lee S. Application of Logistic regression model and its validation for landslide susceptibility mapping using GlS and remote sensing data[J]. International Journal of Remote Sensing, 2005, 26 (7): 1477-1491.
9. Centor R M. Signal detectability the use of ROC curves and their analyses [J]. Medical Decision Making, 1991, 11 (2): 102-106.
10. Lee S, Dan N T. Probabilistic landslide susceptibility mapping on the Lai Chau province of vietnam: Focus on the relationship between tectonic fractures and landslides [J]. Environmental Geology, 2005, 48: 778-787.
11. Tie Y B, Tang C. Assessment of Wenchuan debrisflow risk[J]. Journal of Catastrophology, 2010, 25 (4): 43-47, 53. DOI: 10.3969/j.issn.1000-811X.2010.04. 009.
12. Liu Y L, Yin K L, Liu B, et al. Application of Logistic regression and artificial neural networks in spatial assessment of landslide hazards[J]. Hydrogeology and Engineering Geology, 2010, 37 (5): 92 -96. DOI: 10.3969/j.issn.1000-3665.2010.05. 017.
13. Cui P, Chen XQ, Zhu Y Y, et al. The Wenchuan earthquake (may 12, 2008), Sichuan Province, China, and resulting geohazards[J]. Natural Hazards, 2009, 56 (1): 19-36.