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Geological Engineering: Proceedings of the 1st International Conference (ICGE 2007)
Editor
ISBN:
9780791802922
No. of Pages:
1760
Publisher:
ASME Press
Publication date:
2009
eBook Chapter
80 Application of GIS-Based Logistic Regression Model and Cluster Method to Regional Landslide Risk Zoning
By
Tang Huiming
,
Tang Huiming
Engineering Faculty,
China University of Geosciences
, Wuhan Hubei 430074
, China
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Chen Shi
Chen Shi
Changcheng special steel stock company
, Jiangyou Sichuan 621701
, China
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Page Count:
7
-
Published:2009
Citation
Xueping, L, Huiming, T, & Shi, C. "Application of GIS-Based Logistic Regression Model and Cluster Method to Regional Landslide Risk Zoning." Geological Engineering: Proceedings of the 1st International Conference (ICGE 2007). Ed. Ma, B. ASME Press, 2009.
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Based on the data of the west area in new Wushan, the landslide disaster spatial zoning is studied with Logistic regression model and Cluster method. The technical route is as follows. Firstly, two databases were established with Geographical Information System technique. One is influence factors database which contains landform, physiognomy, litho logical character, groundwater, geological structure conditions, etc. The other is happened landslide section database. Secondly, the experimental area was compartmentalized 14450 cells by 10m×10m. Logistic regression model was built when each cell was taken one sample. At last, the Cluster Q analysis was used to obtain each cell's probability....
Abstract
Introduction
Probability Formula of Logistic Regression
Ward's Method
General Introduction of the Experimental Area
Result
Conclusion
References
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