Blar i Norwegian Geotechnical Institute (NGI) Digital Archive på forfatter "Haugland, Heidi Hefre"
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Extreme precipitation induced landslide event on 30 July 2019 in Jølster, western Norway
Rüther, Denise Christina; Haugland, Heidi Hefre; Rubensdotter, Brita Lena Eleonor Fredin (Peer reviewed; Journal article, 2022)A torrential rain event struck western Norway on Tuesday 30 July 2019. Most severely affected was the Jølster community, where numerous landslides and floods damaged public infrastructure and private property. This resulted ... -
Extreme precipitation on dry ground in western Norway – characteristics of induced landslides call for adaptation of the Norwegian practice in landuse planning
Rüther, Denise Christina; Rubensdotter, Brita Lena Eleonor Fredin; Haugland, Heidi Hefre (Peer reviewed; Journal article, 2023)Following a particularly dry summer, a torrential rain event struck Western Norway on Tuesday 30 July 2019. The resulting floods and shallow landslides caused one fatality and severe damages to public and private infrastructure ... -
Modelling of shallow landslides with Machine Learning algorithms
Liu, Zhongqiang; Gilbert, Graham Lewis; Cepeda, Rivera Jose Mauricio; Lysdahl, Asgeir Olaf Kydland; Piciullo, Luca; Haugland, Heidi Hefre; Lacasse, Suzanne (Peer reviewed; Journal article, 2020)This paper introduces three machine learning (ML) algorithms, the 'ensemble' Random Forest (RF), the 'ensemble' Gradient Boosted Regression Tree (GBRT) and the MultiLayer Perceptron neural network (MLP) and applies them ...