PROMETHEE II and fuzzy AHP: an enhanced GIS-based landslide susceptibility mapping

被引:85
作者
Roodposhti, Majid Shadman [1 ]
Rahimi, Saeed [1 ]
Beglou, Mansour Jafar [2 ]
机构
[1] Univ Tehran, Coll Geog, Dept RS & GIS, Tehran, Iran
[2] Univ Tehran, Dept Geomorphol, Coll Geog, Tehran, Iran
关键词
PROMETHEE II; FAHP; Landslide susceptibility mapping (LSM); ANALYTICAL HIERARCHY PROCESS; LOGISTIC-REGRESSION; SLIDING SUSCEPTIBILITY; DECISION-MAKING; CAMPANIA; STATISTICS; RAINFALL; MODEL; AREA;
D O I
10.1007/s11069-012-0523-8
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
This paper describes the application of a well-known multi-criteria decision-making technique, called preference ranking organization method for enrichment evaluation (PROMETHEE II), in combination with fuzzy analytical hierarchy process (FAHP), as a weighting technique to explore landslide susceptibility mapping (LSM). To this end, eight landslide-related geodata layers of the Minoo Dasht located in the Gorgan province of Iran, involving slope, aspect, distance to river, drainage density, distance to fault, mean annual rainfall, distance to road and lithology have been integrated using the PROMETHEE II enhanced by FAHP technique. Afterward, the receiver operating characteristics (ROC) curves for the proposed LSM were drawn using an inventory of landslides containing 83 recent and historic landslide points, and the area under curve = 0.752 value was calculated accordingly. Additionally, to further verify the practicality of such susceptibility map, it was also evaluated against the landslide inventory using simple overlay. The outcome was that about 11 % of the occurred landslide points fall into the very high susceptibility class of the LSM, but approximately 52 % of them indeed fall into the high and very high susceptibility zones together. Also, it resulted that no recorded landslide occurred in the zone of very low susceptibility. According to the results of the ROC curves analysis and simple overlay evaluation, the produced map has exhibited good performance.
引用
收藏
页码:77 / 95
页数:19
相关论文
共 48 条
[1]   The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan [J].
Ayalew, L ;
Yamagishi, H .
GEOMORPHOLOGY, 2005, 65 (1-2) :15-31
[2]   PROMETHEE: A comprehensive literature review on methodologies and applications [J].
Behzadian, Majid ;
Kazemadeh, R. B. ;
Albadvi, A. ;
Aghdasi, M. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 200 (01) :198-215
[3]  
Brabb E. E., 1984, IV International Symposium on Landslides [Canadian Geotechnical Society]., P307
[4]  
Brans J.P., 1982, Laide a la decision: Nature, instrument s et perspectives davenir, P183
[5]   HOW TO SELECT AND HOW TO RANK PROJECTS - THE PROMETHEE METHOD [J].
BRANS, JP ;
VINCKE, P ;
MARESCHAL, B .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1986, 24 (02) :228-238
[6]   A PREFERENCE RANKING ORGANIZATION METHOD - (THE PROMETHEE METHOD FOR MULTIPLE CRITERIA DECISION-MAKING) [J].
BRANS, JP ;
VINCKE, PH .
MANAGEMENT SCIENCE, 1985, 31 (06) :647-656
[7]   Neural networks and landslide susceptibility: a case study of the urban area of Potenza [J].
Caniani, Donatella ;
Pascale, Stefania ;
Sdao, Francesco ;
Sole, Aurelia .
NATURAL HAZARDS, 2008, 45 (01) :55-72
[8]   MULTIVARIATE MODELS FOR LANDSLIDE HAZARD EVALUATION [J].
CARRARA, A .
JOURNAL OF THE INTERNATIONAL ASSOCIATION FOR MATHEMATICAL GEOLOGY, 1983, 15 (03) :403-426
[9]  
Chang D.-Y., 1992, Optimization Techniques and Applications, V1, P352
[10]   Landslide hazard mapping using logistic regression model in Mackenzie Valley, Canada [J].
Chen, Zhaohua ;
Wang, Jinfei .
NATURAL HAZARDS, 2007, 42 (01) :75-89