Multi-peak Retracking of CryoSat-2 SARIn Waveforms Over Arctic Sea Ice

CryoSat-2 (CS2) is the first mission equipped with a pulse-limited radar altimeter capable of operating in Synthetic Aperture Radar (SAR) Interferometric (SARIn) mode. Over ice sheets and ice caps, CS2 SARIn data have been used to retrieve surface elevations over an across-track ground ``swath.'...

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Published in:IEEE Transactions on Geoscience and Remote Sensing
Main Authors: Di Bella, Alessandro, Kwok, Ronald, Armitage, Thomas W. K., Skourup, Henriette, Forsberg, René
Format: Article in Journal/Newspaper
Language:English
Published: 2021
Subjects:
Online Access:https://orbit.dtu.dk/en/publications/ad08e68c-14d1-44df-95bf-ac58df197faf
https://doi.org/10.1109/TGRS.2020.3022522
https://backend.orbit.dtu.dk/ws/files/221196775/09205871.pdf
https://backend.orbit.dtu.dk/ws/files/245797984/09205871.pdf
id ftdtupubl:oai:pure.atira.dk:publications/ad08e68c-14d1-44df-95bf-ac58df197faf
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spelling ftdtupubl:oai:pure.atira.dk:publications/ad08e68c-14d1-44df-95bf-ac58df197faf 2024-09-15T17:51:02+00:00 Multi-peak Retracking of CryoSat-2 SARIn Waveforms Over Arctic Sea Ice Di Bella, Alessandro Kwok, Ronald Armitage, Thomas W. K. Skourup, Henriette Forsberg, René 2021 application/pdf https://orbit.dtu.dk/en/publications/ad08e68c-14d1-44df-95bf-ac58df197faf https://doi.org/10.1109/TGRS.2020.3022522 https://backend.orbit.dtu.dk/ws/files/221196775/09205871.pdf https://backend.orbit.dtu.dk/ws/files/245797984/09205871.pdf eng eng https://orbit.dtu.dk/en/publications/ad08e68c-14d1-44df-95bf-ac58df197faf info:eu-repo/semantics/openAccess Di Bella , A , Kwok , R , Armitage , T W K , Skourup , H & Forsberg , R 2021 , ' Multi-peak Retracking of CryoSat-2 SARIn Waveforms Over Arctic Sea Ice ' , I E E E Transactions on Geoscience and Remote Sensing , vol. 59 , no. 5 , pp. 3776-3792 . https://doi.org/10.1109/TGRS.2020.3022522 Sea ice Radar altimetry Retracking CryoSat-2 Interferometry Swath processing article 2021 ftdtupubl https://doi.org/10.1109/TGRS.2020.3022522 2024-08-05T23:48:29Z CryoSat-2 (CS2) is the first mission equipped with a pulse-limited radar altimeter capable of operating in Synthetic Aperture Radar (SAR) Interferometric (SARIn) mode. Over ice sheets and ice caps, CS2 SARIn data have been used to retrieve surface elevations over an across-track ground ``swath.'' This work demonstrates that retracking multiple coherent peaks of CS2 SARIn waveforms, in combination with the interferometric phase, enables to obtain more than one valid height estimate from single SARIn waveforms over Arctic sea ice. For some SARIn waveforms, the scattering from sea ice at the satellite nadir is successfully separated from returns originating from off-nadir leads. An average bias of -1.8 cm is found for absolute sea ice elevations when using a 50% threshold retracker. It is shown that including multiple SARIn peaks and the associated phase difference in the processing does not introduce any bias on the average sea ice freeboard heights compared with the estimates from regular SAR processing schemes, while significantly increasing the number of valid sea surface height retrievals (+55%) and the number of freeboard estimates in the coastal domain and in multi-year ice regions (~3 times). This results in an average ~34% reduction of the gridded random freeboard uncertainty, corresponding to a ~20% reduction of the gridded total sea ice thickness uncertainty. The results of this work show that SARIn acquisitions over Arctic sea ice provide improved spatial coverage and denser sampling of sea level and sea ice freeboard compared with the SAR mode, with accuracy being largely driven by the retracking algorithm. Article in Journal/Newspaper Arctic Sea ice Technical University of Denmark: DTU Orbit IEEE Transactions on Geoscience and Remote Sensing 59 5 3776 3792
institution Open Polar
collection Technical University of Denmark: DTU Orbit
op_collection_id ftdtupubl
language English
topic Sea ice
Radar altimetry
Retracking
CryoSat-2
Interferometry
Swath processing
spellingShingle Sea ice
Radar altimetry
Retracking
CryoSat-2
Interferometry
Swath processing
Di Bella, Alessandro
Kwok, Ronald
Armitage, Thomas W. K.
Skourup, Henriette
Forsberg, René
Multi-peak Retracking of CryoSat-2 SARIn Waveforms Over Arctic Sea Ice
topic_facet Sea ice
Radar altimetry
Retracking
CryoSat-2
Interferometry
Swath processing
description CryoSat-2 (CS2) is the first mission equipped with a pulse-limited radar altimeter capable of operating in Synthetic Aperture Radar (SAR) Interferometric (SARIn) mode. Over ice sheets and ice caps, CS2 SARIn data have been used to retrieve surface elevations over an across-track ground ``swath.'' This work demonstrates that retracking multiple coherent peaks of CS2 SARIn waveforms, in combination with the interferometric phase, enables to obtain more than one valid height estimate from single SARIn waveforms over Arctic sea ice. For some SARIn waveforms, the scattering from sea ice at the satellite nadir is successfully separated from returns originating from off-nadir leads. An average bias of -1.8 cm is found for absolute sea ice elevations when using a 50% threshold retracker. It is shown that including multiple SARIn peaks and the associated phase difference in the processing does not introduce any bias on the average sea ice freeboard heights compared with the estimates from regular SAR processing schemes, while significantly increasing the number of valid sea surface height retrievals (+55%) and the number of freeboard estimates in the coastal domain and in multi-year ice regions (~3 times). This results in an average ~34% reduction of the gridded random freeboard uncertainty, corresponding to a ~20% reduction of the gridded total sea ice thickness uncertainty. The results of this work show that SARIn acquisitions over Arctic sea ice provide improved spatial coverage and denser sampling of sea level and sea ice freeboard compared with the SAR mode, with accuracy being largely driven by the retracking algorithm.
format Article in Journal/Newspaper
author Di Bella, Alessandro
Kwok, Ronald
Armitage, Thomas W. K.
Skourup, Henriette
Forsberg, René
author_facet Di Bella, Alessandro
Kwok, Ronald
Armitage, Thomas W. K.
Skourup, Henriette
Forsberg, René
author_sort Di Bella, Alessandro
title Multi-peak Retracking of CryoSat-2 SARIn Waveforms Over Arctic Sea Ice
title_short Multi-peak Retracking of CryoSat-2 SARIn Waveforms Over Arctic Sea Ice
title_full Multi-peak Retracking of CryoSat-2 SARIn Waveforms Over Arctic Sea Ice
title_fullStr Multi-peak Retracking of CryoSat-2 SARIn Waveforms Over Arctic Sea Ice
title_full_unstemmed Multi-peak Retracking of CryoSat-2 SARIn Waveforms Over Arctic Sea Ice
title_sort multi-peak retracking of cryosat-2 sarin waveforms over arctic sea ice
publishDate 2021
url https://orbit.dtu.dk/en/publications/ad08e68c-14d1-44df-95bf-ac58df197faf
https://doi.org/10.1109/TGRS.2020.3022522
https://backend.orbit.dtu.dk/ws/files/221196775/09205871.pdf
https://backend.orbit.dtu.dk/ws/files/245797984/09205871.pdf
genre Arctic
Sea ice
genre_facet Arctic
Sea ice
op_source Di Bella , A , Kwok , R , Armitage , T W K , Skourup , H & Forsberg , R 2021 , ' Multi-peak Retracking of CryoSat-2 SARIn Waveforms Over Arctic Sea Ice ' , I E E E Transactions on Geoscience and Remote Sensing , vol. 59 , no. 5 , pp. 3776-3792 . https://doi.org/10.1109/TGRS.2020.3022522
op_relation https://orbit.dtu.dk/en/publications/ad08e68c-14d1-44df-95bf-ac58df197faf
op_rights info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1109/TGRS.2020.3022522
container_title IEEE Transactions on Geoscience and Remote Sensing
container_volume 59
container_issue 5
container_start_page 3776
op_container_end_page 3792
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