Application of Sentinel-1 data to quantify Arctic Coastal Retreat

In the arctic region many coastal areas exhibit rapid erosion, with coastal retreat or erosion rates of 10 meters per year (m/yr.) or higher in places. This poses a threat primarily to all manner of infrastructure built directly on and near the coastline. With climate change the coastal erosion is e...

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Main Author: Holsten, Henry (author)
Other Authors: Bernhard, Philipp (mentor), Hajnsek, Irena (graduation committee), Delft University of Technology (degree granting institution), ETH Zürich (degree granting institution), RWTH Aachen University (degree granting institution)
Format: Master Thesis
Language:English
Published: 2021
Subjects:
Online Access:http://resolver.tudelft.nl/uuid:13a7878b-bb2a-4579-860f-df368f4132b7
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spelling fttudelft:oai:tudelft.nl:uuid:13a7878b-bb2a-4579-860f-df368f4132b7 2023-07-30T04:01:44+02:00 Application of Sentinel-1 data to quantify Arctic Coastal Retreat Holsten, Henry (author) Bernhard, Philipp (mentor) Hajnsek, Irena (graduation committee) Delft University of Technology (degree granting institution) ETH Zürich (degree granting institution) RWTH Aachen University (degree granting institution) 69.5833, 139.0226 2021-08-16 http://resolver.tudelft.nl/uuid:13a7878b-bb2a-4579-860f-df368f4132b7 en eng http://resolver.tudelft.nl/uuid:13a7878b-bb2a-4579-860f-df368f4132b7 © 2021 Henry Holsten Remote Sensing Synthetic Aperture Radar Erosion Environmental Impact Assessment Climate change Sentinel-1 coastal erosion master thesis 2021 fttudelft 2023-07-08T20:41:11Z In the arctic region many coastal areas exhibit rapid erosion, with coastal retreat or erosion rates of 10 meters per year (m/yr.) or higher in places. This poses a threat primarily to all manner of infrastructure built directly on and near the coastline. With climate change the coastal erosion is expected to increase. This effect is expected to be especially severe in the continuous permafrost region, as the coastal erosion is linked with the increase in thermoerosion of the permafrost. A remote sensing method with high coverage and sufficient temporal observation frequency at lower cost than from aerial photography would be practical to mitigate the problem. This would enable assessing and predicting (potential) damage to existing infrastructure and planning of its future locations. A thresholding method based on TerraSAR-X x-band synthetic aperture radar observations is applied to lower resolution Sentinel-1 c-band synthetic aperture radar observations monitor the coastal erosion rates. This study aims to determine the feasibility of using this method with Sentinel- 1 data. For this purpose, the method is applied to Senteinel-1 Backscatter scenes and the Coherence between scenes within each year from 2016 to 2020 at three sample sites on Herschel Island (Beaufort Sea, northern Canada). The method was successfully applied to the Sentinel-1 Backscatter data, yielding reliable and accurate results for one of the sample sites, with the highest estimated erosion rate of the three sites. The same technique was applied to the Coherence data. The obtained results were less reliable compared to the results from the Backscatter data, showing too high variance. The results indicate that the application is generally limited to the summer season and to coastlines oriented towards or parallel to the looking direction of the SAR sensor. The results are compared to previous studies of coastal erosion rates on Hershel Island or the nearby northern Yukon coastline region. Applied Geophysics | IDEA League Master Thesis Arctic Beaufort Sea Climate change Herschel Herschel Island permafrost Yukon Delft University of Technology: Institutional Repository Arctic Canada Herschel Island ENVELOPE(-139.089,-139.089,69.583,69.583) The Sentinel ENVELOPE(73.317,73.317,-52.983,-52.983) Yukon
institution Open Polar
collection Delft University of Technology: Institutional Repository
op_collection_id fttudelft
language English
topic Remote Sensing
Synthetic Aperture Radar
Erosion
Environmental Impact Assessment
Climate change
Sentinel-1
coastal erosion
spellingShingle Remote Sensing
Synthetic Aperture Radar
Erosion
Environmental Impact Assessment
Climate change
Sentinel-1
coastal erosion
Holsten, Henry (author)
Application of Sentinel-1 data to quantify Arctic Coastal Retreat
topic_facet Remote Sensing
Synthetic Aperture Radar
Erosion
Environmental Impact Assessment
Climate change
Sentinel-1
coastal erosion
description In the arctic region many coastal areas exhibit rapid erosion, with coastal retreat or erosion rates of 10 meters per year (m/yr.) or higher in places. This poses a threat primarily to all manner of infrastructure built directly on and near the coastline. With climate change the coastal erosion is expected to increase. This effect is expected to be especially severe in the continuous permafrost region, as the coastal erosion is linked with the increase in thermoerosion of the permafrost. A remote sensing method with high coverage and sufficient temporal observation frequency at lower cost than from aerial photography would be practical to mitigate the problem. This would enable assessing and predicting (potential) damage to existing infrastructure and planning of its future locations. A thresholding method based on TerraSAR-X x-band synthetic aperture radar observations is applied to lower resolution Sentinel-1 c-band synthetic aperture radar observations monitor the coastal erosion rates. This study aims to determine the feasibility of using this method with Sentinel- 1 data. For this purpose, the method is applied to Senteinel-1 Backscatter scenes and the Coherence between scenes within each year from 2016 to 2020 at three sample sites on Herschel Island (Beaufort Sea, northern Canada). The method was successfully applied to the Sentinel-1 Backscatter data, yielding reliable and accurate results for one of the sample sites, with the highest estimated erosion rate of the three sites. The same technique was applied to the Coherence data. The obtained results were less reliable compared to the results from the Backscatter data, showing too high variance. The results indicate that the application is generally limited to the summer season and to coastlines oriented towards or parallel to the looking direction of the SAR sensor. The results are compared to previous studies of coastal erosion rates on Hershel Island or the nearby northern Yukon coastline region. Applied Geophysics | IDEA League
author2 Bernhard, Philipp (mentor)
Hajnsek, Irena (graduation committee)
Delft University of Technology (degree granting institution)
ETH Zürich (degree granting institution)
RWTH Aachen University (degree granting institution)
format Master Thesis
author Holsten, Henry (author)
author_facet Holsten, Henry (author)
author_sort Holsten, Henry (author)
title Application of Sentinel-1 data to quantify Arctic Coastal Retreat
title_short Application of Sentinel-1 data to quantify Arctic Coastal Retreat
title_full Application of Sentinel-1 data to quantify Arctic Coastal Retreat
title_fullStr Application of Sentinel-1 data to quantify Arctic Coastal Retreat
title_full_unstemmed Application of Sentinel-1 data to quantify Arctic Coastal Retreat
title_sort application of sentinel-1 data to quantify arctic coastal retreat
publishDate 2021
url http://resolver.tudelft.nl/uuid:13a7878b-bb2a-4579-860f-df368f4132b7
op_coverage 69.5833, 139.0226
long_lat ENVELOPE(-139.089,-139.089,69.583,69.583)
ENVELOPE(73.317,73.317,-52.983,-52.983)
geographic Arctic
Canada
Herschel Island
The Sentinel
Yukon
geographic_facet Arctic
Canada
Herschel Island
The Sentinel
Yukon
genre Arctic
Beaufort Sea
Climate change
Herschel
Herschel Island
permafrost
Yukon
genre_facet Arctic
Beaufort Sea
Climate change
Herschel
Herschel Island
permafrost
Yukon
op_relation http://resolver.tudelft.nl/uuid:13a7878b-bb2a-4579-860f-df368f4132b7
op_rights © 2021 Henry Holsten
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