Abstract
The October 2005 earthquake triggered several thousand landslides in the Lesser Himalaya of Kashmir in northern Pakistan and India. Analyses of ASTER satellite imagery from 2001 were compared with a study undertaken in 2005; the results show the extent and nature of pre- and co-/post-seismic landsliding. Within a designated study area of ~2,250 km2, the number of landslides increased from 369 in 2001 to 2,252 in October 2005. Assuming a balanced baseline landsliding frequency over the 4 years, most of the new landslides were likely triggered by the 2005 earthquake and its aftershocks. These landslides mainly happened in specific geologic formations, along faults, rivers and roads, and in shrubland/grassland and agricultural land. Preliminary results from repeat photographs from 2005 and 2006 after the snowmelt season reveal that much of the ongoing landsliding occurred along rivers and roads, and the extensive earthquake-induced fissuring. Although the susceptibility zoning success rate for 2001 was low, many of the co-/post-seismic landsliding in 2005 occurred in areas that had been defined as being potentially dangerous on the 2001 map. While most of the area in 2001 was (very) highly susceptible to future landsliding, most of the area in 2005 was only moderate to low susceptible, that is, most of the landsliding in 2005 actually occurred in the potentially dangerous areas on the 2001 map. This study supports the view that although susceptibility zoning maps represent a powerful tool in natural hazard management, caution is needed when developing and using such maps.
Similar content being viewed by others
References
Akgün A, Bulut F (2007) GIS-based landslide susceptibility for Arsin-Yomra (Trabzon, North Turkey) region. Environ Geol 51:1377–1387
Akgün A, Dag S, Bulut F (2008) Landslide susceptibility mapping for a landslide-prone area (Findikli, NE of Turkey) by likelihood-frequency ratio and weighted linear combination models. Environ Geol 54:1127–1143
Ambraseys NN, Douglas J (2004) Magnitude calibration of North Indian earthquakes. Geophys J Int 159:165–206
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. Landslides 1:73–81
Baig MS (2006) Active faulting and earthquake deformation in Hazara-Kashmir syntaxis, Azad Kashmir, northwest Himalaya. In: Kausar et al (eds) International conference on 8 October 2005 earthquake in Pakistan: its implications & hazard mitigation, January 18–19, 2006, Extended Abstract, pp 27–28
Bendick R, Bilham R, Khan MA, Khan SF (2007) Slip on an active wedge thrust from geodetic observations of the 8 October 2005 Kashmir earthquake. Geology 35:267–270
Budetta P, Santo A, Vivenzio F (2008) Landslide hazard mapping along the coastline of the Cilento region (Italy) by means of a GIS-based parameter rating approach. Geomorphology 94:340–352
Business Recorder/APP (Associated Press of Pakistan) (2007) Musharraf lays foundation of new Balakot City. http://www.brecorder.com/index.php?id=567140&currPageNo=1&query=&search=&term=&supDate=. Accessed 29 Dec 2008
Calkins AJ, Offield WT, Abdullah SKM, Ali ST (1975) Geology of the southern Himalaya in Hazara, Pakistan and adjacent areas. United States Government Printing Office, Washington, Geological Survey Professional Paper 716-C, 29 pp
Carrara A, Crosta G, Frattini P (2008) Comparing models of debris-flow susceptibility in the alpine environment. Geomorphology 94:353–378
Cascini L, Bonnard C, Corominas J, Jibson R, Montero-Olarte J (2005) Landslide hazard and risk zoning for urban planning and development. In: Hungr O, Fell R, Couture R, Eberthardt E (eds) Landslide risk management. Taylor and Francis, London, pp 199–235
Chung C-JF, Fabbri AG (1999) Probabilistic prediction models for landslide hazard mapping. Photogramm Eng Rem Sens 65:1389–1400
Conoscenti C, Di Maggio C, Rotiglinao E (2008) GIS analysis to assess landslide susceptibility in a fluvial basin of NW Sicily (Italy). Geomorphology 94:325–339
Dahal RK, Hasegawa S, Nonomura A, Yamanaka M, Masuda T, Nishino K (2008) GIS-based weights-of-evidence modelling of rainfall-induced landslides in small catchments for landslide susceptibility mapping. Environ Geol 54:311–324
Dai FC, Lee CF (2002) Landslide characteristics and slope instability modeling using GIS, Lantau Island, Hong Kong. Geomorphology 42:213–238
Day C (1997) Remote sensing applications which may be addressed by neural networks using parallel processing technology. In: Kanellopoulos I, Wilkinson GG, Roli F, Austin J (eds) Neuro-computation in remote sensing data analysis. Springer, Berlin, pp 262–279
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 93:130–144
Fell R, Corominas J, Bonnard C, Cascini L, Leroi E, Savage WZ (2008) Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning. Eng Geol 102:85–98
Fujiwara S, Tobita M, Sato HP, Ozawa S, Une H, Koarai M, Nakai H, Fujiwara M, Yarai H, Nishimura T, Hayashi F (2006) Satellite data gives snapshot of the 2005 Pakistan earthquake. Eos 87:73 and 77
Harp EL, Jibson RW (1995) Inventory of landslides triggered by the 1994 Northridge, California earthquake. US Geological Survey Open File Report, pp 95–213
Harp EL, Jibson RW (1996) Landslides triggered by the 1994 Northridge, California earthquake. Bull Seismol Soc Am 86(1B):319–332
Hudson JA (1992) Rock engineering systems: theory & practice. High Plains Press (JAH), Chichester
Hussain A, Khan RN (1996) Geological map of Azad Jammu and Kashmir. Geological Survey of Pakistan, Geological Map Series
Hussain A, Mughal N, Haq I, Latif A (2004) Geological map of the Garhi Habibullah Area, District Mansehra and parts of Muzaffarabad District, AJK. Geological Survey of Pakistan, Geological Map Series
IRIN (Integrated Regional Information Networks, United Nations) (2008) Pakistan: interim housing solution for Balakot quake victims. http://www.irinnews.org/report.aspx?ReportID=79180. Accessed 29 Dec 2008
Jayangondaperumal R, Thakur VC, Suresh N (2008) Liquefaction features of the 2005 Muzaffarabad-Kashmir earthquake and evidence of palaeoearthquakes near Jammu, Kashmir Himalaya. Curr Sci 95:1071–1077
Jibson RW, Harp EL, Michael JA (1998) A method for producing digital probabilistic seismic landslide hazard maps: an example from the Los Angeles, California, area. US Geological Survey Open File Report, pp 98–113
Kamp U, Growley BJ, Khattak GA, Owen LA (2008) GIS-based landslide susceptibility mapping for the 2005 Kashmir earthquake region. Geomorphology 101:631–642
Kazmi AH, Jan QM (eds) (1997) Geology and tectonics of Pakistan. Graphic Publishers, Karachi
Keefer DK (1984) Landslides caused by earthquakes. Bull Geol Soc Am 95:406–421
Khattak GA, Owen LA, Kamp U, Harp EL (2009) Evolution of earthquake-triggered landslides in the Kashmir Himalaya, northern Pakistan. Geomorphology (accepted)
Kondo H, Nakata T, Akhtar SS, Wesnousky SG, Sugito N, Kaneda H, Tsutsumi H, Khan AM, Khattak W, Kausar AB (2008) Long recurrence interval of faulting beyond the 2005 Kashmir earthquake around the northwestern margin of the Indo-Asian collision zone. Geology 36:731–734
Kumar KV, Martha TR, Roy PS (2006) Mapping damage in the Jammu and Kashmir caused by the 8 October 2005 Mw 7.3 earthquake from the Cartosat-1 and Resourcesat-1 imagery. Int J Rem Sens 27:4449–4459
Lee S (2005) Application and cross-validation of spatial logistic multiple regression for landslide susceptibility analysis. Geosci J 9:63–71
Lee S, Evangelista DG (2006) Earthquake-induced landslide-susceptibility mapping using an artificial neural network. Nat Hazards Earth Syst Sci 6:687–695
Lee S, Min K (2001) Statistical analysis of landslide susceptibility at Yongin, Korea. Environ Geol 40:1095–1113
Lee S, Pradhan B (2006) Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia. J Earth Syst Sci 115:661–672
Lee S, Sambath T (2006) Landslide susceptibility mapping in the Damrei Romel area, Cambodia using frequency ratio and logistic regression models. Environ Geol 50:847–855
Lee S, Ryu J-H, Lee M-J, Won J-S (2006) The application of artificial neural networks to landslide susceptibility mapping at Janghung, Korea. Math Geol 38:199–220
Lee S, Ryu J-H, Kim I-S (2007) Landslide susceptibility analysis and its verification using likelihood ratio, logistic regression, and artificial neural network models: case study of Youngin, Korea. Landslides 4:327–338
Malczewski J (1999) GIS and multicriteria decision analysis. Wiley, New York
MonaLisa, Khwaja AA, Jan MQ (2008) The 8 October 2005 Muzaffarabad earthquake: preliminary seismological investigations and probabilistic estimation of peak ground accelerations. Curr Sci 94:1158–1166
NSMC (National Seismic Monitoring Centre, Pakistan Meteorological Department) (2006) Earthquake/aftershocks report. http://www.pmdnmcc.net/Seismic/leqr.htm. Accessed 29 December 2008
Oldham T (1883) A catalogue of Indian earthquakes. Mem Geol Surv India 19:163–215
Owen LA, Kamp U, Khattak G, Harp E, Keefer DK, Bauer M (2008) Landslides triggered by the October 8, 2005, Kashmir earthquake. Geomorphology 94:1–9
Pararas-Carayannis G (2007) The earthquake of 8 October 2005 in Northern Pakistan. http://www.drgeorgepc.com/Earthquake2005Pakistan.html. Accessed 22 Feb 2007
Peiris N, Rossetto T, Burton P, Mahmood S (2006) EEFIT Mission: October 8, 2005 Kashmir Earthquake. Published Report, The Institution of Structural Engineers, London
Pradhan BP, Singh RP, Buchroithner M (2006) Estimation of stress and its use in evaluation of landslide prone regions using remote sensing data. Adv Space Res 37:698–709
Quittmeyer RC, Jacob KH (1979) Historical and modern seismicity of Pakistan, Afghanistan, northwestern India and southeastern Iran. Seismol Soc Am Bull 69:773–823
Remondo J, Gonzalez A, Diaz de Teran JR, Cendrero A, Fabbri A, Chung C-JF (2003) Validation of landslide susceptibility maps; examples and applications from a case study on northern Spain. Nat Hazards 30:437–449
Saaty T (1990) The analytic hierarchy process: planning, priority setting, resource allocation. RWS Publications, Pittsburgh
Saaty T (1994) Fundamentals of decision making and priority theory with analytic hierarchy process. RWS Publications, Pittsburgh
Saaty T, Vargas LG (2001) Models, methods, concepts, and applications of the analytic hierarchy process. Kluwer Academic, Boston
Saha AK, Gupta RP, Sarkar I, Arora MK, Csaplovics E (2005) An approach for GIS-based statistical landslide susceptibility zonation—with a case study in the Himalayas. Landslides 2:61–69
Sahoo RN, Reddy DV, Sukhija BS (2007) Evidence of liquefaction near Baramulla (Jammu and Kashmir, India) due to the 2005 Kashmir earthquake. Curr Sci 92:293–295
Sato HP, 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. Landslides 4:113–122
Schuster RL, Logan RL, Pringle PT (1992) Prehistoric rock avalanches in the Olympic Mountains, Washington. Science 258:1620–1621
Sudmeier-Rieux K, Qureshi RA, Peduzzi P, Jaboyedoff MJ, Breguet A, Dubois J, Jaubert R, Cheema MA (2007a) An interdisciplinary approach to understanding landslides and risk management: a case study from earthquake-affected Kashmir. Mountain Forum, Mountain GIS e-Conference, January 14–25, 2008. http://www.mtnforum.org/rs/ec/scfiles/Neelum_PAK_landslides_2007.pdf
Sudmeier-Rieux K, Qureshi RA, Peduzzi P, Nessi J, Breguet A, Dubois J, Jaboyedoff MJ, Jaubert R, Rietbergen S, Klaus R, Cheema MA (2007b) Disaster risk, livelihoods and natural barriers, strengthening decision-making tools for disaster risk reduction, a case study from Northern Pakistan. The world conservation union (IUCN) Pakistan programme, Final report, Karachi
Tobita M, Nishimura T, Ozawa S, Fujiwara S (2006) Crustal deformation of 2005 northern Pakistan earthquake detected by SAR (2) SAR image matching and 3D deformation map. Abstracts of Japan Geoscience Union Meeting 2006, CD
USGS (United States Geological Service) (2008) Magnitude 7.6—Pakistan: earthquake summary. http://earthquake.usgs.gov/eqcenter/eqinthenews/2005/usdyae/#summary. Accessed 23 Dec 2008
Van Westen CJ, Rengers N, Soeters R (2003) Use of geomorphological information in indirect landslide susceptibility assessment. Nat Hazards 30:399–419
Varnes DJ (1978) Slope movement types and processes. In: Schuster RL, Krizek RJ (eds) Landslides: analysis and Control, vol 176. National Academy of Sciences, Transportation Research Board Special Report, Washington, pp 12–33
Wieczorek GF (1996) Landslide triggering mechanisms. In: Turner AK, Schuster RL (eds) Landslides: investigation and mitigation. TRB special report, 247. National Academy Press, Washington, pp 76–90
WMO (World Meteorological Organization) (2008) Pakistan, Muzafarabad, climatological information. http://www.worldweather.org/047/c00901.htm. Accessed 23 Dec 2008
World Gazetteer (2008) Pakistan: administrative divisions (population and area). http://www.world-gazetteer.com/wg.php?x=&men=gadm&lng=en&dat=32&geo=-172&srt=npan&col=aohdq. Accessed 23 Dec 2008
Yagi H (2003) Development of assessment method for landslide hazardness by AHP. Abstract volume of the 42nd annual meeting of the Japan landslide Society, pp 209–212
Yeats RS, Parsons T, Hussain A, Yuji Y (2006) Stress changes with the 8 October 2005 Kashmir earthquake: lessons for future. In: Kausar et al (eds) International conference on 8 October 2005 earthquake in Pakistan: its implications & hazard mitigation, January 18–19, 2006, Extended Abstract, pp 16–17
Zêzere JL, Reis E, Garcia RAC, Oliveira SC, Rodrigues ML, Vieira G, Ferreira A (2004) Integration of spatial and temporal data for the definition of different landslide hazard scenarios in the area north of Lisbon (Portugal). Nat Hazards Earth Syst Sci 4:133–146
Acknowledgments
We thank the National Science Foundation (EAR-0602675) and The University of Montana for financial support, Mrs. Aisha Khan (Mountain and Glaciers Protection Agency), Major General Nadeem Ahmed, and the Pakistan Army for field support. Thanks to the United Nations Joint Logistic Centre (UNJLC) in Islamabad for some GIS data and to Jeffrey Olsenholler (University of Nebraska-Omaha) for ASTER DEM generation. Our thanks also go to Karen Sudmeier-Rieux, Institute of Geomatics and Risk Analysis at University of Lausanne, and Ramesh Singh, Chapman University, for helpful discussions of results.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Kamp, U., Owen, L.A., Growley, B.J. et al. Back analysis of landslide susceptibility zonation mapping for the 2005 Kashmir earthquake: an assessment of the reliability of susceptibility zoning maps. Nat Hazards 54, 1–25 (2010). https://doi.org/10.1007/s11069-009-9451-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11069-009-9451-7