Analysis of landslide inventories for accurate prediction of debris-flow source areas

Geomorphology

Volumn 119, Issue 1-2, 2010, Pages 36-51

  Blahut, Jan ^a,b   van Westen, Cees J ^c   Sterlacchini, Simone ^b  

^a UNIVERSITY OF MILANO BICOCCA   (Italy)

^b CNR Consiglio Nazionale delle Ricerche   (Italy)

^c UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

Debris flow; GIS; Italian Alps; Landslide inventory; Susceptibility analysis

Indexed keywords

DEBRIS FLOW; GEOMORPHOLOGICAL MAPPING; GIS; LANDSLIDE; MAPPING METHOD; PREDICTION;

ITALY; LOMBARDY; VALTELLINA;

EID: 77952673387     PISSN: 0169555X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geomorph.2010.02.017     Document Type: Article

References (39)

1. Agterberg F.P., Bonham-Carter G.F., Wright D.F. Weights of Evidence modelling: a new approach to mapping mineral potential. Geological Survey of Canada, Paper 89-9 1989, 171-183. F.P. Agterberg, G.F. Bonham-Carter (Eds.).
2. Beguería S. Validation and evaluation of predictive models in hazard assessment and risk management. Natural Hazards 2006, 37:315-329.
3. Bonham-Carter G.F. Tools for map pairs. Geographic Information Systems for Geoscientists 1994, 221-265. Pergamon Press, Oxford. D.F. Merriam (Ed.).
4. Bonham-Carter G.F. Geographic Information Systems for geoscientists: modeling with GIS 1996, Pergamon, Elsevier Science Ltd.
5. Bonham-Carter G.F., Agterberg F.P., Wright D.F. Integration of geological datasets for gold exploration in Nova Scotia. Photogrammetric Engineering 1988, 54:1585-1592.
6. Cancelli A., Nova R. Landslides in soil debris cover triggered by rainstorm in Valtellina (Central Alps, Italy). Proceedings of 4th International Conference and Field Workshop on Landslides, Tokyo, Japan 1985, 262-267.
7. CARG Project, 1992. The New Italian 1:50 000 Geological Map. National Geological Survey, Rome, Italy.
8. Carrara A., Cardinali M., Detti R., Guzzetti F., Pasqui V., Reichenbach P. GIS techniques and statistical models in evaluating landslide hazard. Earth Surface Processes and Landforms 1991, 16:427-445.
9. Carrara A., Cardinali M., Guzzetti F., Reichenbach P. GIS technology in mapping landslide hazard. Geographical Information Systems in Assessing Natural Hazards 1995, 135-176. Kluwer Academic Publisher, Dordrecht. A. Carrara, F. Guzzetti (Eds.).
10. Carrara A., Crosta G., Frattini P. Comparing models of debris flow susceptibility in the alpine environment. Geomorphology 2008, 94:353-378.
11. Castellanos Abella, E.A., 2008. Provincial landslide risk assessment. In: Castellanos Abella, E.A., Multi-scale landslide risk assessment in Cuba, Utrecht University, Utrecht, ITC Dissertation 154, pp. 101-152.
12. Chung C.-J., Fabbri A.G. Probabilistic prediction models for landslide hazard mapping. Photogrammetric Engineering and Remote Sensing 1999, 65:1389-1399.
13. Chung C.-J., Fabbri A.G. Validation of spatial prediction models for landslide hazard mapping. Natural Hazards 2003, 30:451-472.
14. Chung C.-J., Fabbri A.G. Predicting landslides for risk analysis - spatial models tested by a cross-validation technique. Geomorphology 2008, 94:438-452.
15. Crosta G. A study of slope movements caused by heavy rainfall in Valtellina (July 1987). Proceedings of 6th IVCFL, Milan 1990, 247-258.
16. Crosta G., Marchetti M., Guzzetti F., Reichenbach P. Morphological classification of debris-flow processes in South-Central Alps (Italy). Proceedings of 6th International IAEG Congress, Amsterdam, The Netherlands 1990, 1565-1572.
17. Crosta G.B., Dal Negro P., Frattini P. Soil slips and debris flows on terraced slopes. Natural hazards and Earth System Sciences 2003, 3:31-42.
18. Destinazione d'Uso dei Suoli Agricoli e Forestali 2003, DUSAF Project, Lombardy Region, Milano, Italy.
19. Fell R., Corminas J., Bonnard C., Cascini L., Leroi E., Savage W.Z. Guidelines for landslide susceptibility, hazard and risk zoning for land-use planning. Engineering Geology 2008, 102:99-111.
20. GeoIFFI, 2006. The Regional Inventory (1:10 000) of Landslides and Hydrogeological Events, Lombardy Region, Italy [www.cartografia.regione.lombardia.it/GeoIFFI].
21. Greenbaum, D., Bowker, M.R., Dau, I., Bropsy, H., Greally, K.B., McDonald, A.J.W., Marsh, S.H., Northmore, K.J., O Connor, E.A., Prasad, S., Tragheim, D.G., 1995a. Rapid Methods of Landslide Hazard Mapping: Fiji Case Study. Technical Report WC/95/28, British Geological Survey (BGS), Natural Environmental Research Council, Keyworth, Nottingham.
22. Greenbaum D., Tutton M., Bowker M.R., Browne T.J., Buleka J., Greally K.B., Kuna G., McDonald A.J.W., Marsh S.H., O Connor E.A., Tragheim D.G. Rapid methods for landslide hazard mapping: Papua New Guinea case study. Technical Report WC/95/27 1995, British Geological Survey (BGS), Natural Environmental Research Council, Keyworth, Nottingham.
23. Guzzetti F., Crosta G., Marchetti M., Reichenbach P. Debris flows triggered by the July, 17-19, 1987 storm in the Valtellina area (Northern Italy). International Symposium Interpraevent 1992, Bern, Switzerland 1992, 193-203.
24. Guzzetti F., Cardinali M., Reichenbach P. The AVI project: a bibliographical and archive inventory of landslides and floods in Italy. Environmental Management 1994, 18:623-633.
25. Guzzetti F., Carrara A., Cardinali M., Reichenbach P. Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, Central Italy. Geomorphology 1999, 31:181-216.
26. Guzzetti F., Galli M., Reichenbach P., Ardizzone F., Cardinali M. Landslide hazard assessment in the Collazone area, Umbria, Central Italy. Natural Hazards and Earth System Sciences 2006, 6:115-131.
27. Guzzetti F., Reichenbach P., Ardizzone F., Cardinali M., Galli M. Estimating the quality of landslide susceptibility models. Geomorphology 2006, 81:166-184.
28. ITC, 2009. ILWIS - Remote Sensing and GIS software: Integrated Land and Water Information System. [http://www.itc.nl/Pub/Home/Research/Research_output/ILWIS_-_Remote_Sensing_and_GIS_software.html].
29. Lombardy Region, 2002. Inventario delle frane e dei dissesti idrogeologici della Regione Lombardia. Direzione generale territorio e urbanistica. Struttura rischi idrogeologici, Milano, 2 CD-ROM.
30. Poli S., Sterlacchini S. Landslide representation strategies in susceptibility studies using Weights-of-Evidence modeling technique. Natural Resources Research 2007, 16:121-134.
31. Raines G. Evaluation of weights of evidence to predict epithermal-gold deposits in the great basin of western United States. Natural Resources Research 1999, 8:257-276.
32. Raines G.L., Bonham-Carter G.F., Kamp L. Predictive probabilistic modeling using ArcView GIS. ArcUser 2000, 3:45-48.
33. Remondo J., Bonachea J., Cendrero A. A statistical approach to landslide risk modelling at basin scale: from landslide susceptibility to quantitative risk assessment. Landslides 2005, 2:321-328.
34. Sawatzky, D.L., Raines, G.L., Bonham-Carter, G.F., Looney, C.G., 2008. Spatial Data Modeller (SDM): ArcMAP 9.2 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].
35. Soeters R., van Westen C.J. Slope instability: recognition, analysis and zonation. Landslides Investigation and Mitigation: Transportation Research Board, Specific Report, 247 1996, 129-177. National Academy Press, Washington. A.K. Turner, R.L. Schuster (Eds.).
36. Süzen M.L., Doyuran V. Data driven bivariate landslide susceptibility assessment using geographical information systems: method and application to Asarsuyu catchment, Turkey. Engineering Geology 2004, 71:303-321.
37. 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.
38. van Westen C.J. Application of Geographic Information Systems to landslide hazard zonation. ITC Publication, 15. International Institute for Aerospace and Earth Resources Survey (ITC), Enschede 1993.
39. van Westen C.J., Rengers N., Soeters R. Use of geomorphological information in indirect landslide susceptibility assessment. Natural Hazards 2003, 30:399-419.