ASSESSMENT OF LANDSLIDE-INDUCED MORPHOLOGY CHANGES USING AN OBJECT-BASED IMAGE ANALYSIS APPROACH: A CASE STUDY OF HÍTARDALUR, ICELAND
On July 7, 2018, a large landslide occurred at the eastern slope of the Fagraskógarfjall Mountain in Hítardalur valley in West Iceland. The landslide dammed the river, led to the formation of a lake and, consequently, to a change in the river course. The main focus of this research is to develop a k...
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ftcopernicus:oai:publications.copernicus.org:isprs-archives79379 2023-05-15T16:47:57+02:00 ASSESSMENT OF LANDSLIDE-INDUCED MORPHOLOGY CHANGES USING AN OBJECT-BASED IMAGE ANALYSIS APPROACH: A CASE STUDY OF HÍTARDALUR, ICELAND Dabiri, Z. Hölbling, D. Abad, L. Tiede, D. 2019-08-20 application/pdf https://doi.org/10.5194/isprs-archives-XLII-3-W8-109-2019 https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W8/109/2019/ eng eng doi:10.5194/isprs-archives-XLII-3-W8-109-2019 https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W8/109/2019/ eISSN: 2194-9034 Text 2019 ftcopernicus https://doi.org/10.5194/isprs-archives-XLII-3-W8-109-2019 2019-12-24T09:48:42Z On July 7, 2018, a large landslide occurred at the eastern slope of the Fagraskógarfjall Mountain in Hítardalur valley in West Iceland. The landslide dammed the river, led to the formation of a lake and, consequently, to a change in the river course. The main focus of this research is to develop a knowledge-based expert system using an object-based image analysis (OBIA) approach for identifying morphology changes caused by the Hítardalur landslide. We use synthetic aperture radar (SAR) and optical remote sensing data, in particular from Sentinel-1/2 for detection of the landslide and its effects on the river system. We extracted and classified the landslide area, the landslide-dammed lake, other lakes and the river course using intensity information from S1 and spectral information from S2 in the object-based framework. Future research will focus on further developing this approach to support mapping and monitoring of the spatio-temporal dynamics of surface morphology in an object-based framework by combining SAR and optical data. The results can reveal details on the applicability of different remote sensing data for the spatio-temporal investigation of landslides, landslide-induced river course changes and lake formation and lead to a better understanding of the impact of large landslides on river systems. Text Iceland Copernicus Publications: E-Journals Dammed Lake ENVELOPE(-68.258,-68.258,68.496,68.496) Fagraskógarfjall ENVELOPE(-22.164,-22.164,64.784,64.784) Hítardalur ENVELOPE(-22.067,-22.067,64.767,64.767) The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-3/W8 109 114 |
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Open Polar |
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Copernicus Publications: E-Journals |
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ftcopernicus |
language |
English |
description |
On July 7, 2018, a large landslide occurred at the eastern slope of the Fagraskógarfjall Mountain in Hítardalur valley in West Iceland. The landslide dammed the river, led to the formation of a lake and, consequently, to a change in the river course. The main focus of this research is to develop a knowledge-based expert system using an object-based image analysis (OBIA) approach for identifying morphology changes caused by the Hítardalur landslide. We use synthetic aperture radar (SAR) and optical remote sensing data, in particular from Sentinel-1/2 for detection of the landslide and its effects on the river system. We extracted and classified the landslide area, the landslide-dammed lake, other lakes and the river course using intensity information from S1 and spectral information from S2 in the object-based framework. Future research will focus on further developing this approach to support mapping and monitoring of the spatio-temporal dynamics of surface morphology in an object-based framework by combining SAR and optical data. The results can reveal details on the applicability of different remote sensing data for the spatio-temporal investigation of landslides, landslide-induced river course changes and lake formation and lead to a better understanding of the impact of large landslides on river systems. |
format |
Text |
author |
Dabiri, Z. Hölbling, D. Abad, L. Tiede, D. |
spellingShingle |
Dabiri, Z. Hölbling, D. Abad, L. Tiede, D. ASSESSMENT OF LANDSLIDE-INDUCED MORPHOLOGY CHANGES USING AN OBJECT-BASED IMAGE ANALYSIS APPROACH: A CASE STUDY OF HÍTARDALUR, ICELAND |
author_facet |
Dabiri, Z. Hölbling, D. Abad, L. Tiede, D. |
author_sort |
Dabiri, Z. |
title |
ASSESSMENT OF LANDSLIDE-INDUCED MORPHOLOGY CHANGES USING AN OBJECT-BASED IMAGE ANALYSIS APPROACH: A CASE STUDY OF HÍTARDALUR, ICELAND |
title_short |
ASSESSMENT OF LANDSLIDE-INDUCED MORPHOLOGY CHANGES USING AN OBJECT-BASED IMAGE ANALYSIS APPROACH: A CASE STUDY OF HÍTARDALUR, ICELAND |
title_full |
ASSESSMENT OF LANDSLIDE-INDUCED MORPHOLOGY CHANGES USING AN OBJECT-BASED IMAGE ANALYSIS APPROACH: A CASE STUDY OF HÍTARDALUR, ICELAND |
title_fullStr |
ASSESSMENT OF LANDSLIDE-INDUCED MORPHOLOGY CHANGES USING AN OBJECT-BASED IMAGE ANALYSIS APPROACH: A CASE STUDY OF HÍTARDALUR, ICELAND |
title_full_unstemmed |
ASSESSMENT OF LANDSLIDE-INDUCED MORPHOLOGY CHANGES USING AN OBJECT-BASED IMAGE ANALYSIS APPROACH: A CASE STUDY OF HÍTARDALUR, ICELAND |
title_sort |
assessment of landslide-induced morphology changes using an object-based image analysis approach: a case study of hítardalur, iceland |
publishDate |
2019 |
url |
https://doi.org/10.5194/isprs-archives-XLII-3-W8-109-2019 https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W8/109/2019/ |
long_lat |
ENVELOPE(-68.258,-68.258,68.496,68.496) ENVELOPE(-22.164,-22.164,64.784,64.784) ENVELOPE(-22.067,-22.067,64.767,64.767) |
geographic |
Dammed Lake Fagraskógarfjall Hítardalur |
geographic_facet |
Dammed Lake Fagraskógarfjall Hítardalur |
genre |
Iceland |
genre_facet |
Iceland |
op_source |
eISSN: 2194-9034 |
op_relation |
doi:10.5194/isprs-archives-XLII-3-W8-109-2019 https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-3-W8/109/2019/ |
op_doi |
https://doi.org/10.5194/isprs-archives-XLII-3-W8-109-2019 |
container_title |
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
container_volume |
XLII-3/W8 |
container_start_page |
109 |
op_container_end_page |
114 |
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1766038056273444864 |