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Classification and mapping of the glaciers on Axel Heiberg Island using TerraSAR-X SAR data

Hauser, Sarah (2021) Classification and mapping of the glaciers on Axel Heiberg Island using TerraSAR-X SAR data. Masterarbeit, Jade Hochschule Oldenburg.

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Kurzfassung

Global warming led to an increase in the global average temperature of ~ 1.0 °C between pre-industrial times and today. Glaciers, ice caps and ice sheets are sensitive indicators of these changes. The decrease in land ice masses, which are the world's largest freshwater reservoirs, is already having a strong impact on human life on Earth and is likely to increase in the future. As a result, glacial nature hazards may increase, global water storage may be affected, but also biodiversity may be impacted. The rise in global sea levels, the latter of which has already accelerated significantly in recent decades, can also be attributed to global glacier melt. Monitoring of the behaviour of glacial systems and their response to climatic changes is therefore of great importance. Given the large areal coverage, temporal variability, inaccessibility and remote location of many snow-covered regions, remote sensing is ideal for monitoring the glaciers and its trends at both spatial and temporal scales. Whereas optical remote sensing data has a long history in monitoring glaciers, data from optical sensors can be affected by cloud cover as well as (polar) darkness. Synthetic Aperture Radar (SAR) however, is a valuable alternative as it is independent of clouds and illumination conditions. This work aimed to identify the glacial zones on Axel Heiberg Island using multitemporal TerraSAR-X data over a period from 2017 to 2020. This is achieved based on an analysis of the backscatter behaviour of the SAR signal. In order to obtain plausible results, optical (Sentinel-2) satellite images, a digital elevation model, as well as climatological data, are used. Seasonal melting and refreezing patterns have been detected, matching to an extent climatological data, in particular the local temperatures. Overall, there is a positive trend, a continuous increase, in temperatures. This is reflected in the zonal glacier changes, in the warmer years, more extensive melt zones are detected in terms of time and area. In addition, glacier flow velocities are determined for White Glacier (Axel Heiberg Island) using offset tracking. A seasonal recurring behaviour can also be identified in the glacier velocities. In the summer months (end of May to mid/end of September), velocities are relatively higher than in the winter months. However, a direct correlation between rising temperatures and increased velocities could not be detected. Which may be due to the other factors, influencing the glacier velocities. In this context, it is necessary to perform further research.

elib-URL des Eintrags:https://elib.dlr.de/140966/
Dokumentart:Hochschulschrift (Masterarbeit)
Titel:Classification and mapping of the glaciers on Axel Heiberg Island using TerraSAR-X SAR data
Autoren:
AutorenInstitution oder E-Mail-AdresseAutoren-ORCID-iDORCID Put Code
Hauser, SarahNICHT SPEZIFIZIERTNICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Datum:Februar 2021
Referierte Publikation:Nein
Open Access:Nein
Seitenanzahl:164
Status:veröffentlicht
Stichwörter:SAR, glacier zones, classification, glacier surface velocity, wet snow mapping
Institution:Jade Hochschule Oldenburg
Abteilung:Geoinformationswissenschaften
HGF - Forschungsbereich:Luftfahrt, Raumfahrt und Verkehr
HGF - Programm:Raumfahrt
HGF - Programmthema:Erdbeobachtung
DLR - Schwerpunkt:Raumfahrt
DLR - Forschungsgebiet:R EO - Erdbeobachtung
DLR - Teilgebiet (Projekt, Vorhaben):R - Fernerkundung u. Geoforschung
Standort: Oberpfaffenhofen
Institute & Einrichtungen:Deutsches Fernerkundungsdatenzentrum > Dynamik der Landoberfläche
Hinterlegt von: Wendleder, Anna
Hinterlegt am:18 Feb 2021 14:48
Letzte Änderung:18 Feb 2021 14:48

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