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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Main Authors: Maria P. Kakavas, Konstantinos G. Nikolakopoulos
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Geosciences
Subjects:
DEM
DTM
Online Access:https://www.mdpi.com/2076-3263/11/6/256
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spelling 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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