Comparing the Applicability of Sentinel-1 and Sentinel-2 for Mapping the Evolution of Ice-marginal Lakes in Southeast Iceland. GI_Forum|GI_Forum 2021, Volume 1|
Monitoring ice-marginal lakes is important for glaciological and geomorphological studies, as well as hazard and risk assessment. Sentinel-1 synthetic aperture radar (SAR) and Sentinel-2 optical data opened a new era for multi-temporal analysis and studying geomorphological changes. The purpose of t...
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Online Access: | http://epub.oeaw.ac.at/?arp=8947-3inhalt/A06_2167_RP_Dabiri.pdf https://doi.org/10.1553/giscience2021_01_s46 |
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ftoeakadwiss:oai:epub.oeaw.ac.at:0x003c9b50 2024-06-09T07:46:42+00:00 Comparing the Applicability of Sentinel-1 and Sentinel-2 for Mapping the Evolution of Ice-marginal Lakes in Southeast Iceland. GI_Forum|GI_Forum 2021, Volume 1| 2021-06-29 application/pdf http://epub.oeaw.ac.at/?arp=8947-3inhalt/A06_2167_RP_Dabiri.pdf https://doi.org/10.1553/giscience2021_01_s46 en eng oeaw http://epub.oeaw.ac.at/?arp=8947-3inhalt/A06_2167_RP_Dabiri.pdf ISSN: 2308-1708 doi:10.1553/giscience2021_01_s46 info:eu-repo/semantics/openAccess http://hw.oeaw.ac.at/8947-3 912,Sentinel-1 Sentinel-2 ice-marginal lake object-based image analysis Iceland,Geography journal 2021 ftoeakadwiss https://doi.org/10.1553/giscience2021_01_s46 2024-05-15T04:22:11Z Monitoring ice-marginal lakes is important for glaciological and geomorphological studies, as well as hazard and risk assessment. Sentinel-1 synthetic aperture radar (SAR) and Sentinel-2 optical data opened a new era for multi-temporal analysis and studying geomorphological changes. The purpose of this study is to compare the applicability of Sentinel-1 and Sentinel-2 data for mapping the changes in ice-marginal lake areas at the southern margin of the Vatnajökull ice cap, southeast Iceland, between 2016 and 2020. We semi-automatically mapped the ice-marginal lakes with object-based image analysis (OBIA) and based on image time series using 1) the polarization products derived from Sentinel-1 data, and 2) the spectral information of Sentinel-2 data, and compared the results. Our results show that Sentinel-1 performed better regarding the detection of the number of ice-marginal lakes, whereas Sentinel-2 performed better regarding lake delineation. Moreover, we discuss the applicability of optical and SAR data for mapping and monitoring the evolution of ice-marginal lakes. Journal/Newspaper Ice cap Iceland epub.oeaw (The digital publication portal of the Austrian Academy of Sciences) Marginal Lake ENVELOPE(163.500,163.500,-74.600,-74.600) GI_Forum 1 46 52 |
institution |
Open Polar |
collection |
epub.oeaw (The digital publication portal of the Austrian Academy of Sciences) |
op_collection_id |
ftoeakadwiss |
language |
English |
topic |
912,Sentinel-1 Sentinel-2 ice-marginal lake object-based image analysis Iceland,Geography |
spellingShingle |
912,Sentinel-1 Sentinel-2 ice-marginal lake object-based image analysis Iceland,Geography Comparing the Applicability of Sentinel-1 and Sentinel-2 for Mapping the Evolution of Ice-marginal Lakes in Southeast Iceland. GI_Forum|GI_Forum 2021, Volume 1| |
topic_facet |
912,Sentinel-1 Sentinel-2 ice-marginal lake object-based image analysis Iceland,Geography |
description |
Monitoring ice-marginal lakes is important for glaciological and geomorphological studies, as well as hazard and risk assessment. Sentinel-1 synthetic aperture radar (SAR) and Sentinel-2 optical data opened a new era for multi-temporal analysis and studying geomorphological changes. The purpose of this study is to compare the applicability of Sentinel-1 and Sentinel-2 data for mapping the changes in ice-marginal lake areas at the southern margin of the Vatnajökull ice cap, southeast Iceland, between 2016 and 2020. We semi-automatically mapped the ice-marginal lakes with object-based image analysis (OBIA) and based on image time series using 1) the polarization products derived from Sentinel-1 data, and 2) the spectral information of Sentinel-2 data, and compared the results. Our results show that Sentinel-1 performed better regarding the detection of the number of ice-marginal lakes, whereas Sentinel-2 performed better regarding lake delineation. Moreover, we discuss the applicability of optical and SAR data for mapping and monitoring the evolution of ice-marginal lakes. |
format |
Journal/Newspaper |
title |
Comparing the Applicability of Sentinel-1 and Sentinel-2 for Mapping the Evolution of Ice-marginal Lakes in Southeast Iceland. GI_Forum|GI_Forum 2021, Volume 1| |
title_short |
Comparing the Applicability of Sentinel-1 and Sentinel-2 for Mapping the Evolution of Ice-marginal Lakes in Southeast Iceland. GI_Forum|GI_Forum 2021, Volume 1| |
title_full |
Comparing the Applicability of Sentinel-1 and Sentinel-2 for Mapping the Evolution of Ice-marginal Lakes in Southeast Iceland. GI_Forum|GI_Forum 2021, Volume 1| |
title_fullStr |
Comparing the Applicability of Sentinel-1 and Sentinel-2 for Mapping the Evolution of Ice-marginal Lakes in Southeast Iceland. GI_Forum|GI_Forum 2021, Volume 1| |
title_full_unstemmed |
Comparing the Applicability of Sentinel-1 and Sentinel-2 for Mapping the Evolution of Ice-marginal Lakes in Southeast Iceland. GI_Forum|GI_Forum 2021, Volume 1| |
title_sort |
comparing the applicability of sentinel-1 and sentinel-2 for mapping the evolution of ice-marginal lakes in southeast iceland. gi_forum|gi_forum 2021, volume 1| |
publisher |
oeaw |
publishDate |
2021 |
url |
http://epub.oeaw.ac.at/?arp=8947-3inhalt/A06_2167_RP_Dabiri.pdf https://doi.org/10.1553/giscience2021_01_s46 |
long_lat |
ENVELOPE(163.500,163.500,-74.600,-74.600) |
geographic |
Marginal Lake |
geographic_facet |
Marginal Lake |
genre |
Ice cap Iceland |
genre_facet |
Ice cap Iceland |
op_source |
http://hw.oeaw.ac.at/8947-3 |
op_relation |
http://epub.oeaw.ac.at/?arp=8947-3inhalt/A06_2167_RP_Dabiri.pdf ISSN: 2308-1708 doi:10.1553/giscience2021_01_s46 |
op_rights |
info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.1553/giscience2021_01_s46 |
container_title |
GI_Forum |
container_volume |
1 |
container_start_page |
46 |
op_container_end_page |
52 |
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1801376655585837056 |