Application of spatial multi-criteria analysis (SMCA) to assess rockfall hazard and plan mitigation strategies along long infrastructures
Abstract: We present a slightly abridged and adapted translation of the paper “Application of spatial multi-criteria analysis (SMCA) to assess rockfall hazard and plan mitigation strategies along long infrastructures” by Italian researchers (Foria et al., 2021). It was published in the journal “Earth and Environmental Science” by the publishing company of the British scientific society “Institute of Physics” (IOP) that is now virtually international. It is an open access article under the CC BY 3.0 license that allows it to be distributed, translated, adapted, and supplemented, provided that the types of changes are noted and the original source is referred to. In our case, the full reference to the original paper (Foria et al., 2021) used for the presented translation is given in the end. Long infrastructures often cross areas with a high probability of landslides, causing eventually serious problems to the serviceability and compromising safety. The identification and prediction of hazardous zones are difficult, especially for what concerning rockfalls, as they can occur quickly and suddenly. In order to assess rockfall hazard, detailed data such as slope geometry, geotechnical and geomechanical properties of materials, drainage system pattern, etc. are needed. Even though thematic datasets are available and easily downloadable for the majority of the Italian territory, their scale is not adequate and ad-hoc input data must be gathered. An original multi-disciplinary procedure (GEO4) has been developed by the authors based on a mobile mapping system (ARCHITA) integrated with Airborne Lidar and ILI (In- Line Inspections), geomatics, geological models, geotechnical-geomechanical characterization and geomorphometric approach. A Spatial Multi-Criteria Analysis (SMCA) is then used to create a composed and spatially distributed index of landslide hazard based on normalized values of triggering factors. Such index is used to identify and classify the morphological unstable element along the infrastructure, supporting decision-makers in defining the most appropriate mitigation measures and planning their implementation in a clearer, more repeatable and more objective orientated-way. The presented method has been successfully applied so far to hundreds of km of railway lines in Italy.
Keywords: landslide hazard; rockfall hazard; landslide mitigation; rockfall mitigation; long infrastructures; GEO4 multi-disciplinary procedure; spatial multi-criteria analysis (SMCA); aggregated index of landslide hazard.
DOI: 10.58339/2949-0677-2024-6-7-8-30-39
UDC: 504.5.06; 624.127; 625.164; 004.413.4
For citation: Foria F., Miceli G., Tamburini A., Villa F., Rech A., Epifani F. Primeneniye prostranstvennogo mnogokriterial'nogo analiza dlya otsenki opasnosti kamnepadov i planirovaniya strategii zashchity ot nikh vdol' lineinykh sooruzheniy [Application of spatial multi-criteria analysis (SMCA) to assess rockfall hazard and plan mitigation strategies along long infrastructures] (translated from English into Russian) // Geoinfo. 2024. Vol. 6. № 7-8. S. 30–39. DOI:10.58339/2949-0677-2023-6-7-8-30-39 (in Rus.).
Funding: No information
References:
- Geertsema M., Schwab J.W., Blais-Stevens A., Sakals M.E. Landslides impacting linear infrastructure in west central British Columbia // Nat. Haz. 2009. Vol. 48. P. 59–72.
- Guerriero L., Revellino P., Grelle G., Fiorillo F., Guadagno F.M. Landslides and infrastructures: the case of the Montaguto earth flow in southern Italy // Italian Journal of Engineering Geology and Environment. Book Series. 2013. Vol. 6.
- Joerin F., Theriault M., Musy A. Using GIS and outranking multicriteria analysis for land-use suitability assessment // Int. J. of Geographical Information Sc. 2001. Vol. 15. P. 153–174.
- Mancini F., Ceppi C., Ritrovato G. GIS and statistical analysis for landslide susceptibility mapping in the Daunia area, Italy // Nat. Haz. Earth System Sc. 2010. Vol. 10. P. 1851–1864.
- Quinn P.E., Hutchinson D.J., Diederichs M.S., Rowe R.K. Regional-scale landslide susceptibility mapping using the weights of evidence method: an example applied to linear infrastructure // Can. Geot. J. 2010. Vol. 47. P. 905–927.
- Sadr M.P., Hassani H., Maghsoudi A. Slope Instability Assessment using a weighted overlay mapping method, a case study of Khorramabad-Doroud railway track, W Iran // J. of Tethys. 2014. Vol. 2. P. 254–271.
- Foria F. et al. ARCHITA: an innovative multidimensional mobile mapping system for tunnels and infrastructures // MATEC Web of Conferences. 2019. Vol. 295. EDP Sciences.
- Jaboyedoff M., Metzger R., Oppikofer T., Couture R., Derron M.H., Locat J., Turmel D. New insight techniques to analyze rock-slope relief using DEM and 3D-imaging cloud points: COLTOP-3D software // Rock mechanics: Meeting Society’s Challenges and demands. Taylor & Francis, 2007. Vol. 1. P. 61–68.
- Tamburini A., Martelli D.C.G., Alberto W., Villa F. Geomechanical rock mass characterization with Terrestrial Laser Scanning and UAV // ARMA. 2015. Vol. 15. P. 781.
- Jaboyedoff M., Philippossian F., Mamin M., Marro C., Rouillier J.D. Distribution spatiale des discontinuites dans une falaise. Approche statistique et probabilistique // Vdf Hochschulverlag AG an der ETH. Zurich, 1996.
- Dershowitz W.S., Herda H.H. Interpretation of fracture spacing and intensity // Proc. 33rd U.S. Symp. on Rock Mechanics. Rotterdam: Balkema, 1992. P. 757–766.
- Pack R., Tarboton D., Goodwin C. Terrain Stability Mapping with SINMAP. Technical Description and Users Guide for Version 1.00. 1998.
- Dietrich W.E., Montgomery D.R. SHALSTAB: a digital terrain model for mapping shallow landslide potential. National Council of the Paper Industry for Air and Stream Improvement (NCASI), 1998.
- Cavalli M., Trevisani S., Comiti F., Marchi L. Geomorphometric assessment of spatial sediment connectivity in small Alpine catchments // Geomorphology. 2013. Vol. 188. P. 31–41.
- Evans S., Hungr O. The assessment of rockfall hazard at the base of talus slopes // Can. Geotech. J. 1993. Vol. 30. P. 620–636.
- Jaboyedoff M., Labiouse V. Preliminary estimation of rockfall runout zones // Nat. Haz. Earth System Sc. 2011. Vol. 11. P. 819–828.
- Huggel C., Kaab A., Haeberli W., Krummenacher B. Regional scale GIS-models for assessment of hazards from glacier lake outbursts: evaluation and application in the Swiss Alps // Nat. Haz. Earth System Sc. 2003. Vol. 3. P. 647–662.
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