Slope instability zonation: A comparison between certainty factor and fuzzy Dempster-Shafer approaches

被引:135
作者
Binaghi, E
Luzi, L
Madella, P
Pergalani, F
Rampini, A
机构
[1] CNR, Ist Tecnol Informat Multimediali, I-20131 Milan, Italy
[2] CNR, Ist Ric Rischio Sismico, I-20133 Milan, Italy
关键词
landslide; instability; certainty factor; fuzzy logic; Dempster-Shafer theory; geographic information system;
D O I
10.1023/A:1008001724538
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
This paper presents a comparison between two methodologies for the evaluation of slope instability and the production of instability maps, using a probabilistic approach and a hybrid possibilistic and credibilistic approach. The first is the Certainty Factor method, and the second is based on Fuzzy Logic integrated with the Dempster-Shafer theory. These methodologies are applied to the 1:50,000 scale Fabriano (Marche, Italy) geological map sheet. The results are represented as histograms where the accuracy of the prediction is shown, and the comparison of the results of the methods is discussed.
引用
收藏
页码:77 / 97
页数:21
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