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Towards an Antarctic Ice Shelf and Glacier Front Monitoring Service based on Sentinel-1 Data

Baumhoer, Celia and Dietz, Andreas and Heidler, Konrad and Mou, LiChao and Zhu, Xiao Xiang and Künzer, Claudia (2021) Towards an Antarctic Ice Shelf and Glacier Front Monitoring Service based on Sentinel-1 Data. UK Antarctic Science Conference 2021, 22.-25. Mär. 2021, Edinburgh.

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The extent of Antarctic ice shelves and glacier tongues is important for accurate sea level rise predictions. If ice shelf areas with strong buttressing effects are lost the ice discharge of the Antarctic Ice Sheet increases. Therefore, it is crucial to monitor ice shelf front positions and keep track of glacier and ice shelf front dynamics. The German Aerospace Center (DLR) is currently facilitating a project aiming to bring together the expertise in polar research: The Polar Monitor Project. Within this project, we are establishing an automated calving front monitoring service providing monthly Ice Shelf and Glacier Front Time Series (IceLines) via the EOC GeoService hosted by DLR. IceLines is based on a deep learning architecture combining segmentation and edge detection optimized for calving front extraction. The monthly front positions are extracted from Sentinel-1 SAR data over the Antarctic coastline. We will outline the implementation of IceLines within the DLR processing infrastructure, present first results and highlight the potential future usage for the scientific community. Future implementations within the Polar Monitor Project will also provide access to daily global snow cover (GlobalSnowPack) and the Antarctic grounding line derived from Sentinel-1 imagery.

Item URL in elib:https://elib.dlr.de/141526/
Document Type:Conference or Workshop Item (Poster)
Title:Towards an Antarctic Ice Shelf and Glacier Front Monitoring Service based on Sentinel-1 Data
AuthorsInstitution or Email of AuthorsAuthor's ORCID iD
Baumhoer, CeliaCelia.Baumhoer (at) dlr.deUNSPECIFIED
Dietz, AndreasAndreas.Dietz (at) dlr.deUNSPECIFIED
Heidler, KonradKonrad.Heidler (at) dlr.deUNSPECIFIED
Mou, LiChaoLiChao.Mou (at) dlr.deUNSPECIFIED
Zhu, Xiao Xiangxiao.zhu (at) dlr.deUNSPECIFIED
Künzer, ClaudiaClaudia.Kuenzer (at) dlr.deUNSPECIFIED
Date:March 2021
Refereed publication:No
Open Access:Yes
Gold Open Access:No
In ISI Web of Science:No
Keywords:Antarctica, calving front, IceLines, glacier front, ice shelf
Event Title:UK Antarctic Science Conference 2021
Event Location:Edinburgh
Event Type:international Conference
Event Dates:22.-25. Mär. 2021
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Earth Observation
DLR - Research theme (Project):R - Geoproducts and systems, services
Location: Oberpfaffenhofen
Institutes and Institutions:German Remote Sensing Data Center > Land Surface Dynamics
Remote Sensing Technology Institute > EO Data Science
Deposited By: Baumhoer, Celia
Deposited On:29 Apr 2021 12:27
Last Modified:29 Apr 2021 12:27

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