Landslide susceptibility mapping using multi-criteria evaluation techniques in Chittagong Metropolitan Area, Bangladesh

被引:161
作者
Ahmed, Bayes [1 ]
机构
[1] UCL, Dept Earth Sci, Inst Risk & Disaster Reduct, London WC1E 6BT, England
关键词
Landslide Susceptibility Mapping (LSM); Artificial Hierarchy Process (AHP); Weighted Linear Combination (WLC); Ordered Weighted Average (OWA); Relative Operating Characteristic (ROC); Geographic Information System (GIS); LAND-USE CHANGES; LOGISTIC-REGRESSION; DECISION-ANALYSIS; FREQUENCY RATIO; RAINFALL; DHAKA;
D O I
10.1007/s10346-014-0521-x
中图分类号
P5 [地质学];
学科分类号
0709 ; 081803 ;
摘要
Landslides are a common hazard in the highly urbanized hilly areas in Chittagong Metropolitan Area (CMA), Bangladesh. The main cause of the landslides is torrential rain in short period of time. This area experiences several landslides each year, resulting in casualties, property damage, and economic loss. Therefore, the primary objective of this research is to produce the Landslide Susceptibility Maps for CMA so that appropriate landslide disaster risk reduction strategies can be developed. In this research, three different Geographic Information System-based Multi-Criteria Decision Analysis methods-the Artificial Hierarchy Process (AHP), Weighted Linear Combination (WLC), and Ordered Weighted Average (OWA)-were applied to scientifically assess the landslide susceptible areas in CMA. Nine different thematic layers or landslide causative factors were considered. Then, seven different landslide susceptible scenarios were generated based on the three weighted overlay techniques. Later, the performances of the methods were validated using the area under the relative operating characteristic curves. The accuracies of the landslide susceptibility maps produced by the AHP, WLC_1, WLC_2, WLC_3, OWA_1, OWA_2, and OWA_3 methods were found as 89.80, 83.90, 91.10, 88.50, 90.40, 95.10, and 87.10 %, respectively. The verification results showed satisfactory agreement between the susceptibility maps produced and the existing data on the 20 historical landslide locations.
引用
收藏
页码:1077 / 1095
页数:19
相关论文
共 47 条
  • [1] Ahammad R, 2009, THESIS
  • [2] Ahmed B., 2013, Understanding the Issues Involved in Urban Landslide Vulnerability in Chittagong Metropolitan Area, Bangladesh
  • [3] Modeling Urban Land Cover Growth Dynamics Using Multi-Temporal Satellite Images: A Case Study of Dhaka, Bangladesh
    Ahmed, Bayes
    Ahmed, Raquib
    [J]. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2012, 1 (01): : 3 - 31
  • [4] Simulating Land Cover Changes and Their Impacts on Land Surface Temperature in Dhaka, Bangladesh
    Ahmed, Bayes
    Kamruzzaman, Md
    Zhu, Xuan
    Rahman, Md Shahinoor
    Choi, Keechoo
    [J]. REMOTE SENSING, 2013, 5 (11): : 5969 - 5998
  • [5] Evaluation of Model Validation Techniques in Land Cover Dynamics
    Ahmed, Bayes
    Ahmed, Raquib
    Zhu, Xuan
    [J]. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2013, 2 (03) : 577 - 597
  • [6] Landslide hazard zoning along Himalayan Kaghan Valley of Pakistan-by integration of GPS, GIS, and remote sensing technology
    Akbar, Tahir Ali
    Ha, Sung Ryong
    [J]. LANDSLIDES, 2011, 8 (04) : 527 - 540
  • [7] Landsliding related to land-cover change:: A diachronic analysis of hillslope instability distribution in the Sierra Norte, Puebla, Mexico
    Alcántara-Ayala, I
    Esteban-Chávez, O
    Parrot, JF
    [J]. CATENA, 2006, 65 (02) : 152 - 165
  • [8] Alexander D., 2005, Landslide Hazard and Risk, P175, DOI [10.1002/9780470012659.ch5, DOI 10.1002/9780470012659.CH5, DOI 10.1002/9780470012659.FMATTER]
  • [9] Alexander D., 2000, CONFRONTING CATASTRO
  • [10] [Anonymous], 2012, POP HOUS CENS 2011