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Comparing the Applicability of Sentinel-1 and Sentinel-2 for Mapping the Evolution of Ice-marginal Lakes in Southeast Iceland
VerfasserDabiri, Zahra ; Hölbling, Daniel ; Abad, Lorena ; Guðmundsson, Snævarr
KörperschaftFonds zur Förderung der Wissenschaftlichen Forschung
Enthalten in
GI_Forum, 2021, 9 (2021), 1, S. 46-52
Erschienen2021
SpracheEnglisch
DokumenttypAufsatz in einer Zeitschrift
Schlagwörter (EN)Sentinel-1 / Sentinel-2 / Ice-marginal lake / Object-based image analysis (OBIA) / Iceland
URNurn:nbn:at:at-ubs:3-21317 
DOI10.1553/giscience2021_01_s46 
Fördergeber
Fonds zur Förderung der Wissenschaftlichen Forschung
Projekt-/Reportnummer: DK W 1237-N23 & FWF-P29461-N29
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Abstract

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.

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