Polarimetric Behavior for the Derivation of Sea Ice Topographic Height From TanDEM-X Interferometric SAR Data

Single-pass interferometric synthetic aperture radar (InSAR) is an effective technique for sea ice topographic retrieval despite the inherent dynamics of sea ice. However, the penetration of microwaves into snow-covered thick ice and the achievable height sensitivity for tens-of-centimeters thin ice...

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Published in:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Main Authors: Lanqing Huang, Irena Hajnsek
Format: Article in Journal/Newspaper
Language:English
Published: IEEE 2021
Subjects:
Online Access:https://doi.org/10.1109/JSTARS.2020.3036395
https://doaj.org/article/bc3f60baab2a48da8a6d17fec2797bd9
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spelling ftdoajarticles:oai:doaj.org/article:bc3f60baab2a48da8a6d17fec2797bd9 2023-05-15T18:16:11+02:00 Polarimetric Behavior for the Derivation of Sea Ice Topographic Height From TanDEM-X Interferometric SAR Data Lanqing Huang Irena Hajnsek 2021-01-01T00:00:00Z https://doi.org/10.1109/JSTARS.2020.3036395 https://doaj.org/article/bc3f60baab2a48da8a6d17fec2797bd9 EN eng IEEE https://ieeexplore.ieee.org/document/9250474/ https://doaj.org/toc/2151-1535 2151-1535 doi:10.1109/JSTARS.2020.3036395 https://doaj.org/article/bc3f60baab2a48da8a6d17fec2797bd9 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 1095-1110 (2021) Polarimetry sea ice topography single-pass interferometry TanDEM-X Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809 article 2021 ftdoajarticles https://doi.org/10.1109/JSTARS.2020.3036395 2022-12-31T12:36:30Z Single-pass interferometric synthetic aperture radar (InSAR) is an effective technique for sea ice topographic retrieval despite the inherent dynamics of sea ice. However, the penetration of microwaves into snow-covered thick ice and the achievable height sensitivity for tens-of-centimeters thin ice are two major issues, which limit the accuracy of InSAR-derived sea ice topography. Polarimetry provides scattering information concerning the sea ice properties and has the potential, in combination with interferometry, to achieve an accurate reconstruction of a sea ice digital elevation model (DEM). This article studies the relation between polarimetric signatures and sea ice topography, and explores the possibility to compensate the penetration bias by merging copolar coherence into InSAR processing. The newly generated topographic map has a root-mean-square error under 0.3 m. For thin ice below 1 m, a positive relation between copolar phase φ coPol and surface height is observed, suggesting that φ coPol can effectively characterize thin sea ice topography. For thick ice with ridges, the maximum polarimetric phase difference Δφ maxPol reveals a particular shape of the coherence region, which can be interpreted as oriented volume scattering. It suggests that the model-based approach using polarimetric SAR interferometry assuming an oriented volume scattering model is promising in measuring the scattering centers in thick and deformed sea ice. The study of polarimetric behavior for the InSAR DEM is, therefore, a step forward toward accurate modeling of sea ice topography from polarimetric single-pass InSAR data. Article in Journal/Newspaper Sea ice Directory of Open Access Journals: DOAJ Articles IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 14 1095 1110
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Polarimetry
sea ice topography
single-pass interferometry
TanDEM-X
Ocean engineering
TC1501-1800
Geophysics. Cosmic physics
QC801-809
spellingShingle Polarimetry
sea ice topography
single-pass interferometry
TanDEM-X
Ocean engineering
TC1501-1800
Geophysics. Cosmic physics
QC801-809
Lanqing Huang
Irena Hajnsek
Polarimetric Behavior for the Derivation of Sea Ice Topographic Height From TanDEM-X Interferometric SAR Data
topic_facet Polarimetry
sea ice topography
single-pass interferometry
TanDEM-X
Ocean engineering
TC1501-1800
Geophysics. Cosmic physics
QC801-809
description Single-pass interferometric synthetic aperture radar (InSAR) is an effective technique for sea ice topographic retrieval despite the inherent dynamics of sea ice. However, the penetration of microwaves into snow-covered thick ice and the achievable height sensitivity for tens-of-centimeters thin ice are two major issues, which limit the accuracy of InSAR-derived sea ice topography. Polarimetry provides scattering information concerning the sea ice properties and has the potential, in combination with interferometry, to achieve an accurate reconstruction of a sea ice digital elevation model (DEM). This article studies the relation between polarimetric signatures and sea ice topography, and explores the possibility to compensate the penetration bias by merging copolar coherence into InSAR processing. The newly generated topographic map has a root-mean-square error under 0.3 m. For thin ice below 1 m, a positive relation between copolar phase φ coPol and surface height is observed, suggesting that φ coPol can effectively characterize thin sea ice topography. For thick ice with ridges, the maximum polarimetric phase difference Δφ maxPol reveals a particular shape of the coherence region, which can be interpreted as oriented volume scattering. It suggests that the model-based approach using polarimetric SAR interferometry assuming an oriented volume scattering model is promising in measuring the scattering centers in thick and deformed sea ice. The study of polarimetric behavior for the InSAR DEM is, therefore, a step forward toward accurate modeling of sea ice topography from polarimetric single-pass InSAR data.
format Article in Journal/Newspaper
author Lanqing Huang
Irena Hajnsek
author_facet Lanqing Huang
Irena Hajnsek
author_sort Lanqing Huang
title Polarimetric Behavior for the Derivation of Sea Ice Topographic Height From TanDEM-X Interferometric SAR Data
title_short Polarimetric Behavior for the Derivation of Sea Ice Topographic Height From TanDEM-X Interferometric SAR Data
title_full Polarimetric Behavior for the Derivation of Sea Ice Topographic Height From TanDEM-X Interferometric SAR Data
title_fullStr Polarimetric Behavior for the Derivation of Sea Ice Topographic Height From TanDEM-X Interferometric SAR Data
title_full_unstemmed Polarimetric Behavior for the Derivation of Sea Ice Topographic Height From TanDEM-X Interferometric SAR Data
title_sort polarimetric behavior for the derivation of sea ice topographic height from tandem-x interferometric sar data
publisher IEEE
publishDate 2021
url https://doi.org/10.1109/JSTARS.2020.3036395
https://doaj.org/article/bc3f60baab2a48da8a6d17fec2797bd9
genre Sea ice
genre_facet Sea ice
op_source IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 1095-1110 (2021)
op_relation https://ieeexplore.ieee.org/document/9250474/
https://doaj.org/toc/2151-1535
2151-1535
doi:10.1109/JSTARS.2020.3036395
https://doaj.org/article/bc3f60baab2a48da8a6d17fec2797bd9
op_doi https://doi.org/10.1109/JSTARS.2020.3036395
container_title IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
container_volume 14
container_start_page 1095
op_container_end_page 1110
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