Landslide hazard and risk assessment using semi-automatically created landslide inventories

Geomorphology

Volumn 184, Issue , 2013, Pages 139-150

  Martha, Tapas R ^a,b   van Westen, Cees J ^b   Kerle, Norman ^b   Jetten, Victor ^b   Vinod Kumar, K ^a  

^a INDIAN SPACE RESEARCH ORGANISATION   (India)

^b UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

Disaster; India; Landslide susceptibility; LHZ; Object oriented image analysis; The Himalayas

Indexed keywords

CARTOSAT-1; HAZARD ASSESSMENT; IMAGE ANALYSIS; LANDSLIDE; NATURAL DISASTER; PROBABILITY; REMOTE SENSING; RISK ASSESSMENT; SATELLITE DATA; SATELLITE IMAGERY; TERRAIN; VULNERABILITY;

HIMALAYAS; INDIA;

EID: 84880044243     PISSN: 0169555X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geomorph.2012.12.001     Document Type: Article

References (46)

1. Anbalagan R. Landslide hazard evaluation and zonation mapping in mountainous terrain. Engineering Geology 1992, 32:269-277.
2. Atlas Landslide Hazard Zonation Mapping in the Himalayas of Uttaranchal and Himachal Pradesh using Remote Sensing and GIS Techniques 2001, National Remote Sensing Agency, Department of Space, Government of India, Hyderabad, India.
3. Barlow J., Franklin S., Martin Y. High spatial resolution satellite imagery, DEM derivatives, and image segmentation for the detection of mass wasting processes. Photogrammetric Engineering and Remote Sensing 2006, 72:687-692.
4. Bell R., Glade T. Quantitative risk analysis for landslides - examples from Bíldudalur, NW-Iceland. Natural Hazards and Earth System Sciences 2004, 4:117-131.
5. Bonham-Carter G.F., Agterberg F.P., Wright D.F. Weights of evidence modelling: a new approach to mapping mineral potential. Statistical Application in Earth Sciences 1989, 89:171-183.
6. Borghuis A.M., Chang K., Lee H.Y. Comparison between automated and manual mapping of typhoon-triggered landslides from SPOT-5 imagery. International Journal of Remote Sensing 2007, 28:1843-1856.
7. Brardinoni F., Slaymaker O., Hassan M.A. Landslide inventory in a rugged forested watershed: a comparison between air-photo and field survey data. Geomorphology 2003, 54:179-196.
8. Carranza E.J.M., Hale M. Evidential belief functions for data-driven geologically constrained mapping of gold potential, Baguio district, Philippines. Ore Geology Reviews 2003, 22:117-132.
9. Carrara A., Merenda L. Landslide inventory in northern Calabria, southern Italy. Geological Society of America Bulletin 1976, 87:1153-1162.
10. Castellanos Abella, E.A., 2008. Multi-scale Landslide Risk Assessment in Cuba. ITC dissertation 154 Thesis, Utrecht University, Utrecht, 273 pp.
11. Chow V.T., Maidment D.R., Mays L.R. Applied Hydrology 1988, McGraw-Hill, New York.
12. Fuchs S., Heiss K., Huebl J. Towards an empirical vulnerability function for use in debris flow risk assessment. Natural Hazards and Earth System Sciences 2007, 7:495-506.
13. Galli M., Ardizzone F., Cardinali M., Guzzetti F., Reichenbach P. Comparing landslide inventory maps. Geomorphology 2008, 94:268-289.
14. Ghosh S., van Westen C.J., Carranza E.J.M., Ghoshal T.B., Sarkar N.K., Surendranath M. A quantitative approach for improving the BIS (Indian) method of medium-scale landslide susceptibility. Journal of the Geological Society of India 2009, 74:625-638.
15. Ghosh S., van Westen C.J., Carranza E.J.M., Jetten V.G. Integrating spatial, temporal and magnitude probabilities for medium-scale landslide risk analysis in Darjeeling Himalayas, India. Landslides 2012, 9:371-384.
16. Ghosh S., van Westen C.J., Carranza E.J.M., Jetten V.G., Cardinali M., Rossi M., Guzzetti F. Generating event-based landslide maps in data-scare Himalayan environment for estimating temporal and magnitude probabilities. Engineering Geology 2012, 128:49-62.
17. Glade T. Vulnerability assessment in landslide risk analysis. Beitrag zur Erdsystemforschung 2003, 134:123-146.
18. GSI Landslide Hazard Studies - http://www.gsi.gov.in/lndslde/lhs.htm 2006, Geological Survey of India.
19. Gumbel E.J. Statistics of Extremes 1958, Columbia University Press, New York, (375pp.).
20. Guzzetti F., Cardinali M., Reichenbach P., Carrara A. Comparing landslide maps: a case study in the upper Tiber River Basin, central Italy. Environmental Management 2000, 25:247-263.
21. Guzzetti F., Reichenbach P., Cardinali M., Galli M., Ardizzone F. Probabilistic landslide hazard assessment at the basin scale. Geomorphology 2005, 72:272-299.
22. Jaiswal P., van Westen C.J., Jetten V. Quantitative assessment of landslide hazard along transportation lines using historical records. Landslides 2011, 8:279-291.
23. Lu P., Stumpf A., Kerle N., Casagli N. Object-oriented change detection for landslide rapid mapping. IEEE Geoscience and Remote Sensing Letters 2011, 8:701-705.
24. Martha T.R., Kerle N., Jetten V., van Westen C.J., Vinod Kumar K. Characterising spectral, spatial and morphometric properties of landslides for automatic detection using object-oriented methods. Geomorphology 2010, 116:24-36.
25. Martha T.R., Kerle N., van Westen C.J., Jetten V., Vinod Kumar K. Segment optimisation and data-driven thresholding for knowledge-based landslide detection by object-based image analysis. IEEE Transactions on Geoscience and Remote Sensing 2011, 49:4928-4943.
26. Martha T.R., Kerle N., van Westen C.J., Jetten V., Vinod Kumar K. Object-oriented analysis of multi-temporal panchromatic images for creation of historical landslide inventories. ISPRS Journal of Photogrammetry and Remote Sensing 2012, 67:105-119.
27. Mathew J., Jha V.K., Rawat G.S. Weights of evidence modelling for landslide hazard zonation mapping in part of Bhagirathi Valley, Uttarakhand. Current Science 2007, 92:628-638.
28. Moine M., Puissant A., Malet J.-P. Detection of landslides from aerial and satellite images with a semi-automatic method - application to the Barcelonnette basin (Alpes-de-Haute-Provence, France). Landslide Processes: From Geomorphological Mapping to Dynamic Modelling 2009, 63-68. CERG, Strasbourg, France. J.-P. Malet, A. Remaitre, T. Bogaard (Eds.).
29. Nadim F., Kjekstad O., Peduzzi P., Herold C., Jaedicke C. Global landslide and avalanche hotspots. Landslides 2006, 3:159-173.
30. Naithani A.K. The August, 1998 Okhimath tragedy in Rudraprayag district of Garhwal Himalaya, Uttaranchal, India. Gaia 2001, 16:145-156.
31. Naithani A.K., Kumar D., Prasad C. The catastrophic landslide of 16 July 2001 in Phata Byung area, Rudraprayag District, Garhwal Himalaya, India. Current Science 2002, 82:921-923.
32. Nayak, J., 2010. Landslide risk assessment along a major road corridor based on historical landslide inventory and traffic analysis. MSc Thesis, University of Twente Faculty of Geo-Information and Earth Observation, Enschede, The Netherlands, 104 pp.
33. Neuhäuser B., Terhorst B. Landslide susceptibility assessment using "weights-of-evidence" applied to a study area at the Jurassic escarpment (SW-Germany). Geomorphology 2007, 86:12-24.
34. Nichol J., Wong M.S. Satellite remote sensing for detailed landslides inventories using change detection and image fusion. International Journal of Remote Sensing 2005, 26:1913-1926.
35. Papathoma-Kohle M., Neuhäuser B., Ratzinger K., Wenzel H., Dominey-Howes D. Elements at risk as a framework for assessing the vulnerability of communities to landslides. Natural Hazards and Earth System Sciences 2007, 7:765-779.
36. Poli S., Sterlacchini S. Landslide representation strategies in susceptibility studies using weights-of-evidence modeling technique. Natural Resources Research 2007, 16:121-134.
37. Pradhan B. Remote sensing and GIS-based landslide hazard analysis and cross-validation using multivariate logistic regression model on three test areas in Malaysia. Advances in Space Research 2010, 45:1244-1256.
38. Rawat U.S., Rawat J.S. A Report on Geotechnical Reconnaissance of the Excessive Landsliding in August, 1998 near Okhimath, Rudraprayag District, U.P. Technical Report 1998, Geological Survey of India, Northern Region, Lucknow.
39. Rosin P.L., Hervas J. Remote sensing image thresholding methods for determining landslide activity. International Journal of Remote Sensing 2005, 26:1075-1092.
40. Sawatzky D.L., Raines G.L., Bonham-Carter G.F., Looney C.G. Spatial Data Modeller (SDM): ArcMAP 9.3 geoprocessing tools for spatial data modelling using weights of evidence, logistic regression, fuzzy logic and neural networks http://arcscripts.esri.com/details.asp?dbid=15341.
41. Thiery Y., Malet J.P., Sterlacchini S., Puissant A., Maquaire O. Landslide susceptibility assessment by bivariate methods at large scales: application to a complex mountainous environment. Geomorphology 2007, 92:38-59.
42. van Westen C.J., Rengers N., Soeters R. Use of geomorphological information in indirect landslide susceptibility assessment. Natural Hazards 2003, 30:399-419.
43. van Westen C.J., van Asch T.W.J., Soeters R. Landslide hazard and risk zonation - why is it still so difficult?. Bulletin of Engineering Geology and the Environment 2006, 65:167-184.
44. van Westen C.J., Castellanos E., Kuriakose S.L. Spatial data for landslide susceptibility, hazard, and vulnerability assessment: an overview. Engineering Geology 2008, 102:112-131.
45. Varnes D.J. Landslide Hazard Zonation: A Review of Principles and Practice 1984, UNESCO, Darantiere, Paris, (61pp.).
46. Zêzere J.L., Garcia R.A.C., Oliveira S.C., Reis E. Probabilistic landslide risk analysis considering direct costs in the area north of Lisbon (Portugal). Geomorphology 2008, 94:467-495.