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

dc.contributorHáskóli Íslandsen_US
dc.contributorUniversity of Icelanden_US
dc.contributor.authorDabiri, Zahra
dc.contributor.authorHölbling, Daniel
dc.contributor.authorAbad, Lorena
dc.contributor.authorHelgason, Jón Kristinn
dc.contributor.authorSaemundsson, Thorsteinn
dc.contributor.authorTiede, Dirk
dc.contributor.departmentLíf- og umhverfisvísindadeild (HÍ)en_US
dc.contributor.departmentFaculty of Life and Environmental Sciences (UI)en_US
dc.contributor.schoolVerkfræði- og náttúruvísindasvið (HÍ)en_US
dc.contributor.schoolSchool of Engineering and Natural Sciences (UI)en_US
dc.date.accessioned2020-11-17T15:14:35Z
dc.date.available2020-11-17T15:14:35Z
dc.date.issued2020-08-24
dc.descriptionPublisher's version (útgefin grein)en_US
dc.description.abstractLandslide 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.en_US
dc.description.sponsorshipThis research has been supported by the Austrian Science Fund (FWF) through the project MORPH (Mapping, monitoring and modelling the spatio-temporal dynamics of land surface morphology; FWF-P29461-N29) and the Doctoral Collage GIScience (DKW1237-N23), as well as by the Austrian Academy of Sciences (?AW) through the project RiCoLa (Detection and analysis of landslide-induced river course changes and lake formation).en_US
dc.description.versionPeer Revieweden_US
dc.format.extent5848en_US
dc.identifier.citationDabiri, Z.; Hölbling, D.; Abad, L.; Helgason, J.K.; Sæmundsson, Þ.; Tiede, D. Assessment of Landslide-Induced Geomorphological Changes in Hítardalur Valley, Iceland, Using Sentinel-1 and Sentinel-2 Data. Applied Sciences 2020, 10, 5848.en_US
dc.identifier.doi10.3390/app10175848
dc.identifier.issn2076-3417
dc.identifier.journalApplied Sciencesen_US
dc.identifier.urihttps://hdl.handle.net/20.500.11815/2213
dc.language.isoenen_US
dc.publisherMDPI AGen_US
dc.relation.ispartofseriesApplied Sciences;10(17)
dc.relation.urlhttps://www.mdpi.com/2076-3417/10/17/5848/pdfen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectDigital elevation modelen_US
dc.subjectIcelanden_US
dc.subjectInSARen_US
dc.subjectLandslideen_US
dc.subjectLandslide dammed lakeen_US
dc.subjectObject based image analysisen_US
dc.subjectRiveren_US
dc.subjectSentinel-1en_US
dc.subjectSentinel-2en_US
dc.subjectSkriðuföllen_US
dc.subjectÁhættugreiningen_US
dc.subjectFjarkönnunen_US
dc.titleAssessment of Landslide-Induced Geomorphological Changes in Hítardalur Valley, Iceland, Using Sentinel-1 and Sentinel-2 Dataen_US
dc.typeinfo:eu-repo/semantics/articleen_US
dcterms.licenseThis is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly citeden_US

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