Applied Sciences / Assessment of Landslide-Induced Geomorphological Changes in Hítardalur Valley, Iceland, Using Sentinel-1 and Sentinel-2 Data

Landslide mapping and analysis are essential aspects of hazard and risk analysis. Landslides can block rivers and create landslide-dammed lakes, which pose a significant risk for downstream areas. In this research, we used an object-based image analysis approach to map geomorphological features and...

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Published in:Applied Sciences
Main Authors: Dabiri, Zahra, Hölbling, Daniel, Abad, Lorena, Helgason, Jón Kristinn, Þorsteinn Sæmundsson, Tiede, Dirk
Format: Article in Journal/Newspaper
Language:English
Published: MDPI 2020
Subjects:
Online Access:https://resolver.obvsg.at/urn:nbn:at:at-ubs:3-18513
https://doi.org/10.3390/app10175848
https://eplus.uni-salzburg.at/doi/10.3390/app10175848
id ftunivsalzburg:oai:eplus.uni-salzburg.at:5332695
record_format openpolar
spelling ftunivsalzburg:oai:eplus.uni-salzburg.at:5332695 2023-05-15T16:47:12+02:00 Applied Sciences / Assessment of Landslide-Induced Geomorphological Changes in Hítardalur Valley, Iceland, Using Sentinel-1 and Sentinel-2 Data Dabiri, Zahra Hölbling, Daniel Abad, Lorena Helgason, Jón Kristinn Þorsteinn Sæmundsson Tiede, Dirk 38.03 38.99 PLUS:IFFB:ZGIS 2020 text/html https://resolver.obvsg.at/urn:nbn:at:at-ubs:3-18513 https://doi.org/10.3390/app10175848 https://eplus.uni-salzburg.at/doi/10.3390/app10175848 eng eng MDPI vignette : https://eplus.uni-salzburg.at/titlepage/urn/urn:nbn:at:at-ubs:3-18513/128 vignette : https://eplus.uni-salzburg.at/titlepage/doi/10.3390/app10175848/128 urn:nbn:at:at-ubs:3-18513 https://resolver.obvsg.at/urn:nbn:at:at-ubs:3-18513 doi:10.3390/app10175848 https://eplus.uni-salzburg.at/doi/10.3390/app10175848 local:99145569963903331 system:AC15728513 cc-by_4 Objekt-basierte Bildanalyse Sentinel-1 Sentinel-2 Digitales Höhenmodell InSAR Rutschung Durch Rutschung aufgestauter See Fluß Island Object-based image analysis Digital elevation model Landslide Landslide-dammed lake River Iceland Text Article 2020 ftunivsalzburg https://doi.org/10.3390/app10175848 2023-04-09T04:53:34Z Landslide mapping and analysis are essential aspects of hazard and risk analysis. Landslides can block rivers and create landslide-dammed lakes, which pose a significant risk for downstream areas. In this research, we used an object-based image analysis approach to map geomorphological features and related changes and assess the applicability of Sentinel-1 data for the fast creation of post-event digital elevation models (DEMs) for landslide volume estimation. We investigated the Hítardalur landslide, which occurred on the 7 July 2018 in western Iceland, along with the geomorphological changes induced by this landslide, using optical and synthetic aperture radar data from Sentinel-2 and Sentinel-1. The results show that there were no considerable changes in the landslide area between 2018 and 2019. However, the landslide-dammed lake area shrunk between 2018 and 2019. Moreover, the Hítará river diverted its course as a result of the landslide. The DEMs, generated by ascending and descending flight directions and three orbits, and the subsequent volume estimation revealed that—without further post-processing—the results need to be interpreted with care since several factors influence the DEM generation from Sentinel-1 imagery. Zahra Dabiri, Daniel Hölbling, Lorena Abad, Jón Kristinn Helgason, Þorsteinn Sæmundsson and Dirk Tiede FWF-P29461-N29 Article in Journal/Newspaper Iceland ePLUS - Open Access Publikationsserver der Universität Salzburg Dammed Lake ENVELOPE(-68.258,-68.258,68.496,68.496) Hítará ENVELOPE(-22.335,-22.335,64.698,64.698) Hítardalur ENVELOPE(-22.067,-22.067,64.767,64.767) Applied Sciences 10 17 5848
institution Open Polar
collection ePLUS - Open Access Publikationsserver der Universität Salzburg
op_collection_id ftunivsalzburg
language English
topic Objekt-basierte Bildanalyse
Sentinel-1
Sentinel-2
Digitales Höhenmodell
InSAR
Rutschung
Durch Rutschung aufgestauter See
Fluß
Island
Object-based image analysis
Digital elevation model
Landslide
Landslide-dammed lake
River
Iceland
spellingShingle Objekt-basierte Bildanalyse
Sentinel-1
Sentinel-2
Digitales Höhenmodell
InSAR
Rutschung
Durch Rutschung aufgestauter See
Fluß
Island
Object-based image analysis
Digital elevation model
Landslide
Landslide-dammed lake
River
Iceland
Dabiri, Zahra
Hölbling, Daniel
Abad, Lorena
Helgason, Jón Kristinn
Þorsteinn Sæmundsson
Tiede, Dirk
Applied Sciences / Assessment of Landslide-Induced Geomorphological Changes in Hítardalur Valley, Iceland, Using Sentinel-1 and Sentinel-2 Data
topic_facet Objekt-basierte Bildanalyse
Sentinel-1
Sentinel-2
Digitales Höhenmodell
InSAR
Rutschung
Durch Rutschung aufgestauter See
Fluß
Island
Object-based image analysis
Digital elevation model
Landslide
Landslide-dammed lake
River
Iceland
description Landslide mapping and analysis are essential aspects of hazard and risk analysis. Landslides can block rivers and create landslide-dammed lakes, which pose a significant risk for downstream areas. In this research, we used an object-based image analysis approach to map geomorphological features and related changes and assess the applicability of Sentinel-1 data for the fast creation of post-event digital elevation models (DEMs) for landslide volume estimation. We investigated the Hítardalur landslide, which occurred on the 7 July 2018 in western Iceland, along with the geomorphological changes induced by this landslide, using optical and synthetic aperture radar data from Sentinel-2 and Sentinel-1. The results show that there were no considerable changes in the landslide area between 2018 and 2019. However, the landslide-dammed lake area shrunk between 2018 and 2019. Moreover, the Hítará river diverted its course as a result of the landslide. The DEMs, generated by ascending and descending flight directions and three orbits, and the subsequent volume estimation revealed that—without further post-processing—the results need to be interpreted with care since several factors influence the DEM generation from Sentinel-1 imagery. Zahra Dabiri, Daniel Hölbling, Lorena Abad, Jón Kristinn Helgason, Þorsteinn Sæmundsson and Dirk Tiede FWF-P29461-N29
format Article in Journal/Newspaper
author Dabiri, Zahra
Hölbling, Daniel
Abad, Lorena
Helgason, Jón Kristinn
Þorsteinn Sæmundsson
Tiede, Dirk
author_facet Dabiri, Zahra
Hölbling, Daniel
Abad, Lorena
Helgason, Jón Kristinn
Þorsteinn Sæmundsson
Tiede, Dirk
author_sort Dabiri, Zahra
title Applied Sciences / Assessment of Landslide-Induced Geomorphological Changes in Hítardalur Valley, Iceland, Using Sentinel-1 and Sentinel-2 Data
title_short Applied Sciences / Assessment of Landslide-Induced Geomorphological Changes in Hítardalur Valley, Iceland, Using Sentinel-1 and Sentinel-2 Data
title_full Applied Sciences / Assessment of Landslide-Induced Geomorphological Changes in Hítardalur Valley, Iceland, Using Sentinel-1 and Sentinel-2 Data
title_fullStr Applied Sciences / Assessment of Landslide-Induced Geomorphological Changes in Hítardalur Valley, Iceland, Using Sentinel-1 and Sentinel-2 Data
title_full_unstemmed Applied Sciences / Assessment of Landslide-Induced Geomorphological Changes in Hítardalur Valley, Iceland, Using Sentinel-1 and Sentinel-2 Data
title_sort applied sciences / assessment of landslide-induced geomorphological changes in hítardalur valley, iceland, using sentinel-1 and sentinel-2 data
publisher MDPI
publishDate 2020
url https://resolver.obvsg.at/urn:nbn:at:at-ubs:3-18513
https://doi.org/10.3390/app10175848
https://eplus.uni-salzburg.at/doi/10.3390/app10175848
op_coverage 38.03
38.99
PLUS:IFFB:ZGIS
long_lat ENVELOPE(-68.258,-68.258,68.496,68.496)
ENVELOPE(-22.335,-22.335,64.698,64.698)
ENVELOPE(-22.067,-22.067,64.767,64.767)
geographic Dammed Lake
Hítará
Hítardalur
geographic_facet Dammed Lake
Hítará
Hítardalur
genre Iceland
genre_facet Iceland
op_relation vignette : https://eplus.uni-salzburg.at/titlepage/urn/urn:nbn:at:at-ubs:3-18513/128
vignette : https://eplus.uni-salzburg.at/titlepage/doi/10.3390/app10175848/128
urn:nbn:at:at-ubs:3-18513
https://resolver.obvsg.at/urn:nbn:at:at-ubs:3-18513
doi:10.3390/app10175848
https://eplus.uni-salzburg.at/doi/10.3390/app10175848
local:99145569963903331
system:AC15728513
op_rights cc-by_4
op_doi https://doi.org/10.3390/app10175848
container_title Applied Sciences
container_volume 10
container_issue 17
container_start_page 5848
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