Landslide susceptibility assessment using the certainty factor and analytic hierarchy process

doi:10.1007/s11629-016-4068-2

CORC > 成都山地灾害与环境研究所 > 中国科学院水利部成都山地灾害与环境研究所 > Journal of Mountain Science > Journal of Mountain Science-2017 > Vol14 No.5

	Landslide susceptibility assessment using the certainty factor and analytic hierarchy process
	FAN Wen; WEI Xin-sheng; CAO Yan-bo; ZHENG Bin
刊名	Journal of Mountain Science
	2017-05
卷号	14 期号:5 页码:906-925
关键词	Ziyang District Landslide Certainty Factor Analytic Hierarchy Process Susceptibility Assessment Arcgis
ISSN号	1672-6316
DOI	10.1007/s11629-016-4068-2
通讯作者	FAN Wen
文献子类	期刊论文
英文摘要	A new approach combining the certainty factor (CF) and analytic hierarchy process (AHP) methods was proposed to assess landslide susceptibility in the Ziyang district, which is situated in the Qin-Ba Mountain region, China. Landslide inventory datawere collected based on field investigations and remote sensing interpretations. Atotal of 791 landslides were identified. Atotal of 633 landslides were randomly selected from this data setas the training set, and the remaining landslides were used for validation as the test set. Nine factors, including the slope angle, slope aspect, slope curvature, lithology, distance to faults, distance to streams, precipitation, road network intensity degree and land use were chosen as the landslide causal factors for further susceptibility assessment. The weight of each factor and its subclass were calculated by AHP and CF methods. Landslide susceptibility was compared between the bivariate statistical method and the proposed CF-AHP method. The results indicate that the distance to streams, distance to faults and lithology are the most dominant causal factors associated with landslides. The susceptibility zonation was categorized into five classes of landslide susceptibility, i.e., very high, high, moderate, low and very low level. Lastly, the relative operating characteristics (ROC) curve was used to validate the accuracy of the new approach, and the result showed a satisfactory prediction rate of 78.3%, compared to 69.2% obtained with the landslide susceptibility index method. The results indicate that the CF-AHP combined method is more appropriate for assessing the landslide susceptibility in this area.
语种	英语
内容类型	期刊论文
源URL	[http://ir.imde.ac.cn/handle/131551/18716]
专题	Journal of Mountain Science _Journal of Mountain Science-2017_Vol14 No.5
推荐引用方式 GB/T 7714	FAN Wen,WEI Xin-sheng,CAO Yan-bo,et al. Landslide susceptibility assessment using the certainty factor and analytic hierarchy process[J]. Journal of Mountain Science,2017,14(5):906-925.
APA	FAN Wen,WEI Xin-sheng,CAO Yan-bo,&ZHENG Bin.(2017).Landslide susceptibility assessment using the certainty factor and analytic hierarchy process.Journal of Mountain Science,14(5),906-925.
MLA	FAN Wen,et al."Landslide susceptibility assessment using the certainty factor and analytic hierarchy process".Journal of Mountain Science 14.5(2017):906-925.