IMHE OpenIR  > Journal of Mountain Science  > Journal of Mountain Science-2015  > Vol12 No.4
Landslide Susceptibility Assessment of the Youfang Catchment using Logistic Regression
BAI Shi-biao; LU Ping; WANG Jian
Corresponding AuthorLU Ping
2015-07
Source PublicationJournal of Mountain Science
ISSN1672-6316
Volume12Issue:4Pages:816-827
Subtype期刊论文
AbstractA detailed landslide susceptibility map was produced in the Youfang catchment using logistic regression method with datasets developed for a geographic information system (GIS). Known as one of the most landslide-prone areas in China, the Youfang catchment of Longnan mountain region, which lies in the transitional area among Qinghai-Tibet Plateau, loess Plateau and Sichuan Basin, was selected as a representative case to evaluate the frequency and distribution of landslides. Statistical relationships for landslide susceptibility assessment were developed using landslide and landslide causative factor databases. Logistic regression (LR) was used to create the landslide susceptibility maps based on a series of available data sources: landslide inventory; distance to drainage systems, faults and roads; slope angle and aspect; topographic elevation and topographical wetness index, and land use. The quality of the landslide susceptibility map produced in this paper was validated and the result can be used for designing protective and mitigation measures against landslide hazards. The landslide susceptibility map is expected to provide a fundamental tool for landslide hazards assessment and risk management in the Youfang catchment.
KeywordLandslide Susceptibility Map Logistic Regression Geographic Information System (Gis) Youfang Catchment
DOI10.1007/s11629-014-3171-5
Indexed BySCI
Language英语
Citation statistics
Cited Times:17[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.imde.ac.cn/handle/131551/10630
CollectionJournal of Mountain Science_Journal of Mountain Science-2015_Vol12 No.4
Corresponding AuthorLU Ping
Recommended Citation
GB/T 7714
BAI Shi-biao,LU Ping,WANG Jian. Landslide Susceptibility Assessment of the Youfang Catchment using Logistic Regression[J]. Journal of Mountain Science,2015,12(4):816-827.
APA BAI Shi-biao,LU Ping,&WANG Jian.(2015).Landslide Susceptibility Assessment of the Youfang Catchment using Logistic Regression.Journal of Mountain Science,12(4),816-827.
MLA BAI Shi-biao,et al."Landslide Susceptibility Assessment of the Youfang Catchment using Logistic Regression".Journal of Mountain Science 12.4(2015):816-827.
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