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2019 | OriginalPaper | Buchkapitel

Total Landslide Susceptibility Modelling

verfasst von : Phil Flentje, David Stirling, Darshika Palamakumbure, Carlie Martin

Erschienen in: IAEG/AEG Annual Meeting Proceedings, San Francisco, California, 2018 - Volume 1

Verlag: Springer International Publishing

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Abstract

This paper outlines the status of the landslide susceptibility modelling of the Sydney Basin region within the state of NSW, Australia. This area extends from Newcastle in the north to Batemans Bay in the south and west to include the Blue Mountains, an area of approximately 31,000 km2. The University of Wollongong NSW Landslide Inventory includes 1863 landslides (134 falls, 278 flows and 1451 slides) to date. The region supports approximately one quarter of the population of Australia. Individual susceptibility models for both slide category and flow category landslides have been developed for the entire Sydney Basin region. Rockfall Susceptibility has also been developed for portions of the Wollongong Local Government Area. The susceptibility models are suitable for use at local scale, Advisory level Local Government Area Development Control Plans. As the models cover the three dominant landslide types identified within the inventory, a trial Total Landslide Susceptibility model has now been developed. As each landslide susceptibility model is a 10 m pixel resolution numerical grid, with values ranging from 0 to 1, the total susceptibility model has been developed, quite simply, by summing the three individual models producing a Total Susceptibility numerical grid. However, classifying this grid into zones is not simple. Furthermore, the Australian regulatory requirements are varied and the outcomes often complex involving a spatial query of the total susceptibility grid and its three contributing landslide susceptibility grids.

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Literatur
Zurück zum Zitat Flentje, P., Stirling, D., Chowdhury, R.N.: Landslide inventory, susceptibility, frequency and hazard zoning in the Wollongong and wider Sydney Basin Area. In: Landslide Risk Management Roadshow 2011 National Seminar Series. Aust. Geomech. J. 46(2), 41–49 (2011) Flentje, P., Stirling, D., Chowdhury, R.N.: Landslide inventory, susceptibility, frequency and hazard zoning in the Wollongong and wider Sydney Basin Area. In: Landslide Risk Management Roadshow 2011 National Seminar Series. Aust. Geomech. J. 46(2), 41–49 (2011)
Zurück zum Zitat Flentje, P., Stirling, D., Palamakumbure, D.: An Inventory of landslides within the Sydney Basin to aid the development of a refined susceptibility zoning. Ground engineering in a changing world. In: Proceedings of the 11th Australia New Zealand Conference on Geomechanics. Published by the Australian Geomechanics Society. Melbourne, July 15th–18th (2012) Flentje, P., Stirling, D., Palamakumbure, D.: An Inventory of landslides within the Sydney Basin to aid the development of a refined susceptibility zoning. Ground engineering in a changing world. In: Proceedings of the 11th Australia New Zealand Conference on Geomechanics. Published by the Australian Geomechanics Society. Melbourne, July 15th–18th (2012)
Zurück zum Zitat Flentje, P., Miner, A.S., Stirling, D., Palamakumbure, D.: Landslide inventory and susceptibility zoning across South-eastern Australia. In: Eggers, M.J., Griffiths, J.S., Parry, S., Culshaw, M.G. (eds.) Keynote Presentation for Theme 30, Session 30.1 Session 3 (2016) Flentje, P., Miner, A.S., Stirling, D., Palamakumbure, D.: Landslide inventory and susceptibility zoning across South-eastern Australia. In: Eggers, M.J., Griffiths, J.S., Parry, S., Culshaw, M.G. (eds.) Keynote Presentation for Theme 30, Session 30.1 Session 3 (2016)
Zurück zum Zitat Miner, A.S., Vamplew, P., Windle, D.J., Flentje, P., Warner, P.: A comparative study of various data mining techniques as applied to the modeling of landslide susceptibility on the Bellarine Peninsula, Victoria, Australia. Paper presented at the 11th IAEG congress of the international association of engineering geology and the environment, Auckland, New Zealand (2010) Miner, A.S., Vamplew, P., Windle, D.J., Flentje, P., Warner, P.: A comparative study of various data mining techniques as applied to the modeling of landslide susceptibility on the Bellarine Peninsula, Victoria, Australia. Paper presented at the 11th IAEG congress of the international association of engineering geology and the environment, Auckland, New Zealand (2010)
Zurück zum Zitat Palamakumbure, D.: GIS-based landslide inventory and landslide susceptibility modelling across the Sydney Basin. Ph.D. thesis, Faculty of Engineering and Information Sciences, University of Wollongong, Unpublished, 341 pages (2016) Palamakumbure, D.: GIS-based landslide inventory and landslide susceptibility modelling across the Sydney Basin. Ph.D. thesis, Faculty of Engineering and Information Sciences, University of Wollongong, Unpublished, 341 pages (2016)
Zurück zum Zitat Palamakumbure, D., Flentje, P., Stirling, D.: Consideration of optimal pixel resolution in deriving landslide susceptibility zoning within the Sydney Basin, New South Wales, Australia. Comput. Geosci. 82, 13–22 14. Published by Elsevier, and available online via Science Direct (2015a) Palamakumbure, D., Flentje, P., Stirling, D.: Consideration of optimal pixel resolution in deriving landslide susceptibility zoning within the Sydney Basin, New South Wales, Australia. Comput. Geosci. 82, 13–22 14. Published by Elsevier, and available online via Science Direct (2015a)
Zurück zum Zitat Palamakumbure, D., Flentje, P., Stirling, D.: Flow category landslide susceptibility modelling of the Sydney Basin. Changing the Face of the earth: geomechanics and human influence. In: Proceedings of the 12th Australia New Zealand Conference on Geomechanics, February, Wellington, New Zealand (2015b) Palamakumbure, D., Flentje, P., Stirling, D.: Flow category landslide susceptibility modelling of the Sydney Basin. Changing the Face of the earth: geomechanics and human influence. In: Proceedings of the 12th Australia New Zealand Conference on Geomechanics, February, Wellington, New Zealand (2015b)
Zurück zum Zitat Palamakumbure, D., Stirling, D., Flentje, P., Chowdhury, R.: ArcGIS V.10 landslide susceptibility data mining add-in tool integrating data mining and GIS techniques to model landslide susceptibility. In Lollino, G., Giordan, D., Crosta, G.B., Corominas, J., Azzam, R., Wasowski, J., Sciarra, N. (eds.) Engineering Geology for Society and Territory, vol. 2, pp. 1191–1194. Springer International Publishing, Switzerland (2015c). http://link.springer.com/chapter/10.1007/978-3-319-09057-3_208 Palamakumbure, D., Stirling, D., Flentje, P., Chowdhury, R.: ArcGIS V.10 landslide susceptibility data mining add-in tool integrating data mining and GIS techniques to model landslide susceptibility. In Lollino, G., Giordan, D., Crosta, G.B., Corominas, J., Azzam, R., Wasowski, J., Sciarra, N. (eds.) Engineering Geology for Society and Territory, vol. 2, pp. 1191–1194. Springer International Publishing, Switzerland (2015c). http://​link.​springer.​com/​chapter/​10.​1007/​978-3-319-09057-3_​208
Zurück zum Zitat Yeon, Y.K., Han, J.G., Ryu, K.H.: Landslide susceptibility mapping in Injae, Korea, using a decision tree. Eng. Geol. 116(3–4), 274–283 (2010)CrossRef Yeon, Y.K., Han, J.G., Ryu, K.H.: Landslide susceptibility mapping in Injae, Korea, using a decision tree. Eng. Geol. 116(3–4), 274–283 (2010)CrossRef
Metadaten
Titel
Total Landslide Susceptibility Modelling
verfasst von
Phil Flentje
David Stirling
Darshika Palamakumbure
Carlie Martin
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-319-93124-1_27