Digital Elevation Models of Rockfalls and Landslides: A Review and Meta-Analysis
The scope of this paper is to summarize previous research pertaining to the use of digital elevation models (DEMs) and digital terrain models (DTMs) in the study of rockfalls and landslides. Research from 1983 to 2020 was surveyed in order to understand how the spatial resolution of DEMs and DTMs af...
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doaj-8b1f47ce2db54c8ca87381f38d95b8e22021-07-01T00:08:39ZengMDPI AGGeosciences2076-32632021-06-011125625610.3390/geosciences11060256Digital Elevation Models of Rockfalls and Landslides: A Review and Meta-AnalysisMaria P. Kakavas0Konstantinos G. Nikolakopoulos1Division of Applied Geology and Geophysics, Department of Geology, University of Patras, 26504 Patras, GreeceDivision of Applied Geology and Geophysics, Department of Geology, University of Patras, 26504 Patras, GreeceThe scope of this paper is to summarize previous research pertaining to the use of digital elevation models (DEMs) and digital terrain models (DTMs) in the study of rockfalls and landslides. Research from 1983 to 2020 was surveyed in order to understand how the spatial resolution of DEMs and DTMs affects landslide detection, validation, and mapping. Another major question examined was the relationship between the DEM resolution and the extent of the rockfall or landslide event. It emerged from the study that, for landslides, the majority of researchers used DEMs with a spatial resolution of between 10 m and 30 m, while for rockfalls, they used DEMs with a spatial resolution of between 5 m and 20 m. We concluded that DEMs with a very high resolution (less than 5 m) are suitable for local-scale occurrences, while medium-resolution (from 20 m to 30 m) DEMs are suitable for regional-scale events. High resolution is associated with high accuracy and detailed structural characteristics, while medium accuracy better illustrates the topographic features. A low pixel size (more than 90 m) is not recommended for this type of research. Susceptibility maps, inventory maps, hazard risk zones, and vulnerability assessments are some of the main tools used in landslide/rockfall investigations, and topographic indexes, methods, models, and software optimize the reliability of the results. All of these parameters are closely related to DEMs and DTMs as the cell size affects the credibility of the final outcome.https://www.mdpi.com/2076-3263/11/6/256landslidesrockfallsDEMDTMspatial resolution |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Maria P. Kakavas Konstantinos G. Nikolakopoulos |
spellingShingle |
Maria P. Kakavas Konstantinos G. Nikolakopoulos Digital Elevation Models of Rockfalls and Landslides: A Review and Meta-Analysis Geosciences landslides rockfalls DEM DTM spatial resolution |
author_facet |
Maria P. Kakavas Konstantinos G. Nikolakopoulos |
author_sort |
Maria P. Kakavas |
title |
Digital Elevation Models of Rockfalls and Landslides: A Review and Meta-Analysis |
title_short |
Digital Elevation Models of Rockfalls and Landslides: A Review and Meta-Analysis |
title_full |
Digital Elevation Models of Rockfalls and Landslides: A Review and Meta-Analysis |
title_fullStr |
Digital Elevation Models of Rockfalls and Landslides: A Review and Meta-Analysis |
title_full_unstemmed |
Digital Elevation Models of Rockfalls and Landslides: A Review and Meta-Analysis |
title_sort |
digital elevation models of rockfalls and landslides: a review and meta-analysis |
publisher |
MDPI AG |
series |
Geosciences |
issn |
2076-3263 |
publishDate |
2021-06-01 |
description |
The scope of this paper is to summarize previous research pertaining to the use of digital elevation models (DEMs) and digital terrain models (DTMs) in the study of rockfalls and landslides. Research from 1983 to 2020 was surveyed in order to understand how the spatial resolution of DEMs and DTMs affects landslide detection, validation, and mapping. Another major question examined was the relationship between the DEM resolution and the extent of the rockfall or landslide event. It emerged from the study that, for landslides, the majority of researchers used DEMs with a spatial resolution of between 10 m and 30 m, while for rockfalls, they used DEMs with a spatial resolution of between 5 m and 20 m. We concluded that DEMs with a very high resolution (less than 5 m) are suitable for local-scale occurrences, while medium-resolution (from 20 m to 30 m) DEMs are suitable for regional-scale events. High resolution is associated with high accuracy and detailed structural characteristics, while medium accuracy better illustrates the topographic features. A low pixel size (more than 90 m) is not recommended for this type of research. Susceptibility maps, inventory maps, hazard risk zones, and vulnerability assessments are some of the main tools used in landslide/rockfall investigations, and topographic indexes, methods, models, and software optimize the reliability of the results. All of these parameters are closely related to DEMs and DTMs as the cell size affects the credibility of the final outcome. |
topic |
landslides rockfalls DEM DTM spatial resolution |
url |
https://www.mdpi.com/2076-3263/11/6/256 |
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AT mariapkakavas digitalelevationmodelsofrockfallsandlandslidesareviewandmetaanalysis AT konstantinosgnikolakopoulos digitalelevationmodelsofrockfallsandlandslidesareviewandmetaanalysis |
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