Literature review and bibliometric analysis on data-driven assessment of landslide susceptibility
In recent decades, data-driven landslide susceptibility models (DdLSM), which are based on
statistical or machine learning approaches, have become popular to estimate the relative …
statistical or machine learning approaches, have become popular to estimate the relative …
[HTML][HTML] Correlation does not imply geomorphic causation in data-driven landslide susceptibility modelling–Benefits of exploring landslide data collection effects
Data-driven landslide susceptibility models formally integrate spatial landslide information
with explanatory environmental variables that describe predisposing factors of slope …
with explanatory environmental variables that describe predisposing factors of slope …
Deciphering seasonal effects of triggering and preparatory precipitation for improved shallow landslide prediction using generalized additive mixed models
The increasing availability of long-term observational data can lead to the development of
innovative modelling approaches to determine landslide triggering conditions at regional …
innovative modelling approaches to determine landslide triggering conditions at regional …
Counteracting flawed landslide data in statistically based landslide susceptibility modelling for very large areas: a national-scale assessment for Austria
The reliability of input data to be used within statistically based landslide susceptibility
models usually determines the quality of the resulting maps. For very large territories …
models usually determines the quality of the resulting maps. For very large territories …
The influences of the spatial extent selection for non-landslide samples on statistical-based landslide susceptibility modelling: A case study of Anhui Province in China
Landslide susceptibility assessment is crucial to the development of appropriate strategies
to mitigate the risk of landslide fatalities and economic losses. The selection of spatial extent …
to mitigate the risk of landslide fatalities and economic losses. The selection of spatial extent …
Event-based landslide modeling in the Styrian Basin, Austria: accounting for time-varying rainfall and land cover
R Knevels, H Petschko, H Proske, P Leopold… - Geosciences, 2020 - mdpi.com
In June 2009 and September 2014, the Styrian Basin in Austria was affected by extreme
events of heavy thunderstorms, triggering thousands of landslides. Since the relationship …
events of heavy thunderstorms, triggering thousands of landslides. Since the relationship …
Landslide susceptibility and mobilization rates in the Mount Elgon region, Uganda
Abstract Mount Elgon in Eastern Uganda is one of the most landslide-prone regions in
Africa. This extinct shield volcano is characterized by steep slopes, intense precipitation, and …
Africa. This extinct shield volcano is characterized by steep slopes, intense precipitation, and …
[HTML][HTML] Estimating global landslide susceptibility and its uncertainty through ensemble modeling
A Felsberg, J Poesen, M Bechtold… - … Hazards and Earth …, 2022 - nhess.copernicus.org
This study assesses global landslide susceptibility (LSS) at the coarse 36 km spatial
resolution of global satellite soil moisture observations to prepare for a subsequent …
resolution of global satellite soil moisture observations to prepare for a subsequent …
Towards the use of land use legacies in landslide modeling: current challenges and future perspectives in an austrian case study
R Knevels, A Brenning, S Gingrich, G Heiss, T Lechner… - Land, 2021 - mdpi.com
Land use/land cover (LULC) changes may alter the risk of landslide occurrence. While
LULC has often been considered as a static factor representing present-day LULC, historical …
LULC has often been considered as a static factor representing present-day LULC, historical …
Landslide susceptibility assessment at the basin scale for rainfall-and earthquake-triggered shallow slides
The hydrographic basin of Ribeira Grande (S. Miguel Island, Azores) has a set of
characteristics that enhance the occurrence of shallow slides that have been triggered by …
characteristics that enhance the occurrence of shallow slides that have been triggered by …