Recent innovations in the LaRiMiT risk mitigation tool: implementing a novel methodology for expert scoring and extending the database to include nature-based solutions

Author:

Capobianco VittoriaORCID,Uzielli Marco,Kalsnes Bjørn,Choi Jung Chan,Strout James Michael,von der Tann Loretta,Steinholt Ingar Haug,Solheim Anders,Nadim Farrokh,Lacasse Suzanne

Abstract

AbstractThis paper presents recent innovations implemented in the LaRiMiT (Landslide Risk Mitigation Toolbox) webtool. These include an innovative methodology for utilising experts’ scoring of landslide risk mitigation measures directly within the decision support tool, and updating of the tool’s database over structural measures to include many nature-based solutions (NBS) for mitigating landslide risk. Landslides are a common and treacherous natural hazard, and due to the effect of climate change on the frequency and intensity of extreme weather events, climate-driven landslides are expected to become more frequent. This negative trend is a driving factor for developing decision-support solutions for risk mitigation, and the LaRiMiT toolbox and the expert scoring methodology presented in this article contribute to meeting these needs. Selecting suitable structural measures is complicated due to factors such as site-specific conditions, local knowledge and resources, socio-economic constraints, and environmental considerations. LaRiMiT uses user-input attributes of site-specific slope movements combined with expert scoring of the suitability of various mitigation solutions to identify and select appropriate mitigation measures from an extensive database of structural solutions. While the LaRiMiT database initially included only conventional (grey) solutions relying on traditional methods, it has been recently expanded to include nature-based solutions (NBS), which are sustainable techniques for managing erosion and mitigating shallow landslides using vegetation and the use of natural materials. NBS and conventional solutions can also be combined to provide hybrid solutions. The proposed methodology for implementing expert scoring is dynamic and iterative, consisting of statistical pooling of experts’ scores collected via online surveys, and consolidating these into an expert scoring utility embedded in the LaRiMiT web portal engine. An initial application of this methodology has been tested by surveying a set of landslides experts, mostly in Europe, and applying it to the structural measures database in the LaRiMiT tool. Although the number of experts in this initial application is limited, dynamic updating of the scoring allows the tool to continuously improve as additional experts contribute.

Funder

Norwegian Geotechnical Institute

Publisher

Springer Science and Business Media LLC

Subject

Geotechnical Engineering and Engineering Geology

Reference48 articles.

1. Bauduceau N, Berry P, Cecchi C, Elmqvist T, Fernandez M, Hartig T, Krull W, Mayerhofer E, Sandra N, Noring L, Raskin-Delisle K, Roozen E, Sutherland W, Tack J (2015) Towards an EU research and innovation policy agenda for nature-based solutions & re-naturing cities: final report of the Horizon 2020 Expert Group on ‘nature-based solutions and re-naturing cities’

2. Bischetti GB, De Cesare G, Mickovski SB, Rauch HP, Schwarz M, Stangl R (2021) Design and temporal issues in Soil Bioengineering structures for the stabilisation of shallow soil movements. Ecol Eng 169:106309. https://doi.org/10.1016/j.ecoleng.2021.106309

3. Bo MW, Fabius M, Arulrajah A, Horpibulsuk S (2015) Environmentally friendly slope stabilization using a soil nail and root system in Canada. In: Ground improvement case histories. Butterworth-Heinemann, pp 629–654

4. Brang P, Schönenberger W, Ott E, Gardner, (2001) Forests as protection from natural hazards. The Forests Handbook 2:53–81. https://doi.org/10.1002/9780470757079.ch3

5. Brunet G, Shuey R (2005) Stream bank stabilization with vegetated gabions. Land and Water 49(1):18–22

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