Landslide susceptibility mapping using GIS and weighted overlay method: a case study from NW Himalayas, Pakistan
详细信息    查看全文
  • 作者:Muhammad Basharat ; Hamid Raza Shah ; Nasir Hameed
  • 关键词:Landslide susceptibility ; GIS ; Analytic hierarchy process ; Weighted overlay method
  • 刊名:Arabian Journal of Geosciences
  • 出版年:2016
  • 出版时间:April 2016
  • 年:2016
  • 卷:9
  • 期:4
  • 全文大小:3,999 KB
  • 参考文献:Ahmed B (2014) Landslide susceptibility mapping using multi-criteria evaluation techniques in Chittagong Metropolitan Area, Bangladesh. Landslides. doi:10.​1007/​s10346-014-0521
    Ahmed B. Rubel YA (2013) Understanding the issues involved in urban landslide vulnerability in Chittagong metropolitan area, Bangladesh. The Association of American Geographers (AAG) https://​sites.​google.​com/​a/​aag.​org/​mycoe-servirglobal/​final-arafat . Assessed 17 January 2014
    Ahmed MF, Rogers JD, Ismail EH (2014) A regional level preliminary landslide susceptibility study of the upper Indus river basin. Eur J Remote Sens 47:343–373CrossRef
    Aleotti P, Chowdhury R (1999) Landslide hazard assessment: summary, review and new perspectives. Bull Eng Geol Environ 58:21–44CrossRef
    Ayalew L, Yamagishi H, Ugawa N (2004) Landslide susceptibility mapping using GIS-based weighted linear combination, the case in Tsugawa area of Agano River, Niigata Prefecture, Japan. Springer 2004:34
    Basharat M, Rohn J (2015) Effects of volume on travel distance of mass movements triggered by the 2005 Kashmir earthquake, in the northeast Himalayas of Pakistan. Nat Hazards 77:273–292CrossRef
    Basharat M, Rohn J, Baig MS, Ehret D (2012) Lithological and structural control of Hattian Bala rock avalanche triggered by the Kashmir earthquake 2005, NW Himalaya, Pakistan. J Earth Sci 23(2):213–224CrossRef
    Basharat M, Rohn J, Baig MS, Khan MR (2014) Spatial distribution analysis of mass movements triggered by the 2005 Kashmir earthquake in the northeast Himalayas of Pakistan. Geomorphology 206:203–214CrossRef
    Baig MS, Lawrence RD (1987) Precambrian to early Paleozoic orogenesis in the Himalaya. Kashmir J Geol 5:1–22
    Baig MS, Snee LW (1995) The evidence for Cambro-Ordovician orogeny in northwest Himalayas Pakistan. Geol Soci Am Abstr Program 27:305
    Bossart P, Dietrich D, Greco A, Ottiger R, Ramsay JG (1988) The tectonic structure of Hazara Kashmir Syntaxis, southern Himalayas, Pakistan. Tectonics 7:273–297CrossRef
    Brenning A (2005) Spatial prediction models for landslide hazards: review, comparison and evaluation. Nat Hazards Earth Sys Sci 5:853–862CrossRef
    Calkins JA, Offield TW, Abdullah SKM, Ali ST (1975) Geology of the southern Himalaya in Hazara, Pakistan, and adjacent areas. US Geol Sur 716-C:18
    Chacon J, Irigaray C, Fernandez T, Hamdouni R (2006) Engineering geology maps: landslides and geographical information systems. Bull Eng Geol Environ 65:341–411CrossRef
    Dai FC, Lee CF, Li J, Xu ZW (2001) Assessment of landslide susceptibility on the natural terrain of Lantau Island, Hong Kong. Environ Geol 40:381–391CrossRef
    Dai FC, Xu C, Yao X, L X, XB T, QM G (2011) Spatial distribution of Landslides triggered by the 2008 Ms 8.0 Wenchuan earthquake, China. J. Asian Earth Sci 40(4):883–895CrossRef
    Dunning SA, Mitchell WA, Rosser NJ, Petley DN (2007) The Hattian Bala rock avalanche and associated landslides triggered by the Kashmir earthquake of 8 October 2005. Eng Geol 93(3–4):130–144CrossRef
    Fawcett T (2006) An introduction to ROC analysis. Pattern Recognition Letters. 27:861–874CrossRef
    Feizizadeh B, Blaschke T (2013) GIS-multicriteria decision analysis for landslide susceptibility mapping: comparing three methods for the Urmia lake basin, Iran. Natural Hazard 65:2105–2128CrossRef
    Gorum T, Fan X, van Westen CJ, Huang RQ, Xu Q, Tang C, Wang G (2011) Distribution pattern of earthquake induced landslides triggered by the 12 May 2008 Wenchuan earthquake. Geomorphology 133(3–4):152–167CrossRef
    Greco A (1989) Tectonic and metamorphism of the western Himalayan Syntaxis area (Azad Kashmir NE Pakistan) dissertation ETH Zurich., 8779: 1–113
    Guzzetti F, Carrara A, Cardinali M, Reichenbach P (1999) Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, central Italy. Geomorphology 31:181–216CrossRef
    Hussain A. Iqbal S. Nasir S (2004) Geological maps of the Garhi Habibullah and Nauseri area, District Muzaffarabad, AJK: Geol. Sur. Pakistan. Preliminary Map Series Vol. No., 14, Sheet No. 43 F/7, 11, 1:50,000
    Jadoon IAK, Hinderer M, Kausar AB, Qureshi AA, Baig MS, Basharat M, Frisch W (2015) Structural interpretation and geo-hazard assessment of a locking line: 2005 Kashmir earthquake, western Himalayas. Environ Earth Sci 73:7587–7602CrossRef
    John K. Maingi E. Stuart M, William G. Kepner M. Curtis E (2002) Accuracy assessment of 1992 Landsat-MSS derived land cover for the upper San Pedro watershed (U.S./Mexico), United States. Environ Protection Agency. EPA/600/R-02/040
    Keefer DK (1984) Landslides caused by earthquakes. Geol. Soci. Am. Bull. 95:6–21
    Kamp U, Growley BJ, Khattak GA, Owen LA (2008) GIS-based landslide susceptibility mapping for the 2005 Kashmir earthquake region. Geomorphology 101(4):631–642CrossRef
    Kazmi AH. Jan MQ (1997) Geology and tectonics of Pakistan. Graphic Publishers, Karachi, Pakistan, 557.
    Khan, MS (1994) Petrology and geochemistry of the Panjal volcanic in the Azad Kashmir and Kaghan areas of the NW Himalaya. Phd thesis, Univ. Punjab, Pakistan: 270
    Kaneda H, Nakata T, Tsutsumi H, Kondo H, Sugito N, Awata Y, Akhtar SS, Majid A, Khattak W, Awan AA, Yeats RS, Hussain A, Ashraf M, Wesnousky SG, Kausar AB (2008) Surface rupture of the 2005 Kashmir, Pakistan Earthquake and its active tectonic implications. Bull of the Seismol Soci Am 98:521–557CrossRef
    Lee S (2005) Application of logistic regression model and its validation for landslide susceptibility mapping using GIS and remote sensing data. Int. J. Remote Sensing 26(7):1477–1491CrossRef
    Mathew J, Jha V, Rawat G (2007) Weights of evidence modeling for landslide hazard zonation mapping in part of Bhagirathi valley, Uttarakhand. Current Sci 92:628–638
    Malczewski J (1999) GIS and multicriteria decision analysis. John Wiley & Sons, New York 408
    Nandi A, Shakoor A (2010) A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses. Eng Geol 110(1–2):11–20CrossRef
    Nielsen S, Ohler T, Mitchell C (1997) Cowpea leaves for human consumption production, utilization, and nutrient composition. In: Singh B, Mohan Raj D, Dashiell K, Jackai L (eds) Advances in cowpea research. International Institute of tropical Agriculture (IITA) and Japan International Research Center for Agricultural Sciences (JIRCASS), Ibadan, Nigeria, pp. 326–332
    Owen LA, Kamp U, Khattak GA, Harp EL, Keefer DK, Bauer MA (2008) Landslides triggered by the 8 October 2005 Kashmir earthquake. Geomorphology 94:1–9CrossRef
    Petley DN. Dunning SA. Rosser NJ (2005) The analysis of global landslide risk through the creation of a database of world-wide landslide fatalities, in: Landslide risk management, edited by: Hungr, O., Fell, R., Couture, R., and Eberhardt, E., Taylor & Francis Group, London, ISBN 04 1538 043 X
    Petley D. Dunning S. Rosser N. Kausar AB (2006) Incipient landslides in the Jhelum valley, Pakistan following the 8th October 2005 earthquake. Disaster mitigation of rock flows, slope failures and landslides by Universal Academy Press, 1-9
    Pradhan B, Youssef AM, Varathrajoo R (2010) Approaches for delineating landslide hazard areas using different training sites in an advanced artificial neural networks model. Geo-Spat Inf Sci 13(2):93–102CrossRef
    Sato PH, Hasegawa H, Fujiwara S, Tobita M, Koarai M, Une H, Iwahashi J (2007) Interpretation of landslide distribution triggered by the 2005 northern Pakistan earthquake using SPOT 5 imagery. Landslide 4:113–122CrossRef
    Schleier M. Bi R. Rohn J. Ehret D. Xiang W (2013) Robust landslide susceptibility analysis by combination of frequency ratio, heuristic GIS-methods and ground truth evaluation for a mountainous study area with poor data availability in the Three Gorges Reservoir area, PR China71: 3007–3023.
    Spiker EC. Gori PL (2000) National landslide hazards mitigation strategy: a framework for loss reduction. Department of Interior, USGS, open file report. 00-450: 49.
    Saaty T (1990) The analytic hierarchy process: planning, priority setting, resource allocation. RWS Publications, Pittsburgh 502
    Saaty T (2008) Decision making with the analytic hierarchy process. Int J Services Sci 1:23
    Swets JA (1988) Measuring the accuracy of diagnostic systems. Sci. 240:1285–1293CrossRef
    Soeters R van Westen CJ (1996) Slope instability recognition, analysis, and zonation. In A.K. Turner & R.L. Schuster (eds), Landslides—investigation and mitigation: 129–177. Washington, D.C: National Academy Press. National Research Council. Transportation Research Board Special Report 247
    Wadia DN (1957) Geology of India. Macmillan, London 531
    Xu C. Shyu JBH. Xu X (2014) Landslides triggered by the 12 January 2010 Port-au-Prince, Haiti, Mw = 7.0 earthquake: visual interpretation, inventory compiling, and spatial distribution statistical analysis. Nat Hazards Earth Syst Sci. 14: 1789–1818
    Zare M, Pourghasemi HR, Vafakhah M, Pradhan B (2012) Landslide susceptibility mapping at Vaz Watershed (Iran) using an artificial neural network model: a comparison between multilayer perceptron (MLP) and radial basic function (RBF) algorithms. Arab J Geosci 6(8):2873–2888CrossRef
  • 作者单位:Muhammad Basharat (1)
    Hamid Raza Shah (1)
    Nasir Hameed (2)

    1. Institute of Geology, University of Azad Jammu and Kashmir, Muzaffarabad, 13100, Pakistan
    2. Planning & Development Department, Azad Jammu and Kashmir, Muzaffarabad, 13100, Pakistan
  • 刊物类别:Earth and Environmental Science
  • 出版者:Springer Berlin Heidelberg
  • ISSN:1866-7538
文摘
Landslide susceptibility map is very important for engineers, geologist, and land use planner for prevention and mitigation of landslide hazard in the area. This paper presents landslide susceptibility analysis for the part of tehsil Balakot, NW Himalayas, Pakistan. In this study, topographical, geological and remote sensing data were collected and processed using geographic information system (GIS) and ERDAS Imagine software. Nine influential causative factors for landslide occurrence were used for this purpose. The causative factors that influence the landslide occurrence include slope, aspect, curvature, elevation, lithology, land cover, faults, road network, and hydrology. These factors were analyzed for construction of thematic data layers. Numerical weight for each factor was assigned by the Analytic Hierarchy Process (AHP) using Pairwise Comparison Method. The landslide susceptibility indices were derived using weighted overlay method (WOM). As a result, landslide susceptibility map was produced in GIS. The susceptibility map classified the study area into very high, high, moderate, and low susceptible zones. The results of the susceptibility mapping were verified using the landslide occurrence. The verification results revealed 76 % accuracy. The validated results showed good agreement between landslide occurrence and produced susceptibility map of the area. Susceptibility map prepared by weighted overlay method is validated for landslide hazard, mitigations, and land use planning for future construction in the area.

© 2004-2018 中国地质图书馆版权所有 京ICP备05064691号 京公网安备11010802017129号

地址:北京市海淀区学院路29号 邮编:100083

电话:办公室:(+86 10)66554848;文献借阅、咨询服务、科技查新:66554700