Projects per year
Abstract
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.
Original language | English |
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Article number | 5848 |
Pages (from-to) | 1-20 |
Number of pages | 20 |
Journal | Applied Sciences |
Volume | 10 |
Issue number | 17 |
DOIs | |
Publication status | Published - Aug 2020 |
Keywords
- Object-based image analysis
- Sentinel-1
- Sentinel-2
- Digital elevation model
- InSAR
- Landslide
- Landslide-dammed lake
- River
- Iceland
- landslide-dammed lake
- digital elevation model
- landslide
- object-based image analysis
- river
Fields of Science and Technology Classification 2012
- 211 Other Technical Sciences
- 105 Geosciences
Projects
- 2 Finished
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RiCoLa II: Detektion und Analyse von massenbewegungsinduzierten Flusslaufänderungen und Seebildungen
Hölbling, D. W. (Principal Investigator), Friedl, B. (Co-Investigator), Abad Crespo, L. C. (Co-Investigator) & Dabiri, Z. (Co-Investigator)
1/08/17 → 30/06/21
Project: Research
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MORPH: Mapping, monitoring and modelling the dynamics of land surface morphology
Tiede, D. (Principal Investigator), Dittrich, J. (Co-Investigator), Friedl, B. (Co-Investigator), Hölbling, D. W. (Co-Investigator), Abad Crespo, L. C. (Co-Investigator) & Dabiri, Z. (Co-Investigator)
1/11/16 → 30/09/20
Project: Research