Brief communication: Visualizing uncertainties in landslide susceptibility modelling using bivariate mapping
<p>Effectively communicating uncertainties inherent to statistical models is a challenging yet crucial aspect of the modelling process. This is particularly important in applied research, where output is used and interpreted by scientists and decision-makers alike. In disaster risk reduction,...
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| Format: | Article |
| Language: | English |
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Copernicus Publications
2025-04-01
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| Series: | Natural Hazards and Earth System Sciences |
| Online Access: | https://nhess.copernicus.org/articles/25/1425/2025/nhess-25-1425-2025.pdf |
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| author | M. Schlögl M. Schlögl A. Graser R. Spiekermann J. Lampert S. Steger |
| author_facet | M. Schlögl M. Schlögl A. Graser R. Spiekermann J. Lampert S. Steger |
| author_sort | M. Schlögl |
| collection | DOAJ |
| description | <p>Effectively communicating uncertainties inherent to statistical models is a challenging yet crucial aspect of the modelling process. This is particularly important in applied research, where output is used and interpreted by scientists and decision-makers alike. In disaster risk reduction, susceptibility maps for natural hazards are vital for spatial planning and risk assessment. We present a novel type of landslide susceptibility map that jointly visualizes the estimated susceptibility and the corresponding prediction uncertainty, using an example from a mountainous region in Carinthia, Austria. We also provide implementation guidelines to create such maps using popular free and open-source software packages.</p> |
| format | Article |
| id | doaj-art-2b2373d5b2664e65a98f5d8cfea3d660 |
| institution | DOAJ |
| issn | 1561-8633 1684-9981 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | Natural Hazards and Earth System Sciences |
| spelling | doaj-art-2b2373d5b2664e65a98f5d8cfea3d6602025-08-20T03:08:28ZengCopernicus PublicationsNatural Hazards and Earth System Sciences1561-86331684-99812025-04-01251425143710.5194/nhess-25-1425-2025Brief communication: Visualizing uncertainties in landslide susceptibility modelling using bivariate mappingM. Schlögl0M. Schlögl1A. Graser2R. Spiekermann3J. Lampert4S. Steger5Department of Landscape, Spatial and Infrastructure Sciences, University of Natural Resources and Life Sciences, Peter-Jordan Straße 82, 1190 Vienna, AustriaDepartment for Climate Impact Research, GeoSphere Austria, Hohe Warte 38, 1190 Vienna, AustriaCenter for Digital Safety & Security, Austrian Institute of Technology, Giefinggasse 4, 1210 Vienna, AustriaRiskLab, GeoSphere Austria, Hohe Warte 38, 1190 Vienna, AustriaCenter for Digital Safety & Security, Austrian Institute of Technology, Giefinggasse 4, 1210 Vienna, AustriaRiskLab, GeoSphere Austria, Hohe Warte 38, 1190 Vienna, Austria<p>Effectively communicating uncertainties inherent to statistical models is a challenging yet crucial aspect of the modelling process. This is particularly important in applied research, where output is used and interpreted by scientists and decision-makers alike. In disaster risk reduction, susceptibility maps for natural hazards are vital for spatial planning and risk assessment. We present a novel type of landslide susceptibility map that jointly visualizes the estimated susceptibility and the corresponding prediction uncertainty, using an example from a mountainous region in Carinthia, Austria. We also provide implementation guidelines to create such maps using popular free and open-source software packages.</p>https://nhess.copernicus.org/articles/25/1425/2025/nhess-25-1425-2025.pdf |
| spellingShingle | M. Schlögl M. Schlögl A. Graser R. Spiekermann J. Lampert S. Steger Brief communication: Visualizing uncertainties in landslide susceptibility modelling using bivariate mapping Natural Hazards and Earth System Sciences |
| title | Brief communication: Visualizing uncertainties in landslide susceptibility modelling using bivariate mapping |
| title_full | Brief communication: Visualizing uncertainties in landslide susceptibility modelling using bivariate mapping |
| title_fullStr | Brief communication: Visualizing uncertainties in landslide susceptibility modelling using bivariate mapping |
| title_full_unstemmed | Brief communication: Visualizing uncertainties in landslide susceptibility modelling using bivariate mapping |
| title_short | Brief communication: Visualizing uncertainties in landslide susceptibility modelling using bivariate mapping |
| title_sort | brief communication visualizing uncertainties in landslide susceptibility modelling using bivariate mapping |
| url | https://nhess.copernicus.org/articles/25/1425/2025/nhess-25-1425-2025.pdf |
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