Belinska, Kristina and Fischer, Georg and Parrella, Giuseppe and Hajnsek, Irena (2023) The Potential of Multifrequency Spaceborne DInSAR Measurements for the Retrieval of Snow Water Equivalent. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/JSTARS.2023.3345139. ISSN 1939-1404.
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Official URL: https://ieeexplore.ieee.org/document/10366783/
Abstract
The Snow Water Equivalent (SWE) is the amount of water contained in a snow pack and is therefore an important variable for hydrological and climate models. Differential Interferometric Synthetic Aperture Radar (DInSAR) techniques can relate the interferometric phase of two repeat pass SAR acquisitions to the SWE change between them. However, only a limited interval of SWE change can be retrieved unambiguously due to phase wraps of the interferometric phase. This interval strongly depends on the wavelength of the radar wave. Additional information, for instance ground measurements of SWE, are required to identify whether the SWE change exceeded that interval and to correct the phase wraps. In the study, the performance of X, C and L band spaceborne SAR acquisitions for SWE estimation is analyzed, demonstrating the advantages and limitations of different frequencies. Shorter wavelengths show a higher accuracy for SWE estimations, while longer wavelengths are less affected byphase wraps. A multifrequency approach is proposed where L band acquisitions are used to correct the phase wraps in the C band SWE retrieval. The accuracy decreases slightly, but this approach allows a more robust SWE retrieval without the need of additional ground measurements. For current spaceborne SAR missions, temporal decorrelation and phase calibration are limiting factors.
| Item URL in elib: | https://elib.dlr.de/201675/ | ||||||||||||||||||||
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| Document Type: | Article | ||||||||||||||||||||
| Title: | The Potential of Multifrequency Spaceborne DInSAR Measurements for the Retrieval of Snow Water Equivalent | ||||||||||||||||||||
| Authors: |
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| Date: | 20 December 2023 | ||||||||||||||||||||
| Journal or Publication Title: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | Yes | ||||||||||||||||||||
| Gold Open Access: | Yes | ||||||||||||||||||||
| In SCOPUS: | Yes | ||||||||||||||||||||
| In ISI Web of Science: | Yes | ||||||||||||||||||||
| DOI: | 10.1109/JSTARS.2023.3345139 | ||||||||||||||||||||
| Publisher: | IEEE - Institute of Electrical and Electronics Engineers | ||||||||||||||||||||
| ISSN: | 1939-1404 | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | synthetic aperture radar (SAR), dry snow, snow water equivalent (SWE), interferometric phase, TanDEM-X, Sentinel-1, ALOS 2 | ||||||||||||||||||||
| 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 - Polarimetric SAR Interferometry HR | ||||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||||
| Institutes and Institutions: | Microwaves and Radar Institute > Radar Concepts | ||||||||||||||||||||
| Deposited By: | Belinska, Kristina | ||||||||||||||||||||
| Deposited On: | 22 Dec 2023 20:01 | ||||||||||||||||||||
| Last Modified: | 26 Feb 2024 12:10 |
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