the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
An alternative representation of Synthetic Aperture Radar images as an aid to the interpretation of englacial observations
Abstract. Ground penetrating radar reveals subsurface geometry and ice stratigraphy that contains information about past and present dynamics of the cryosphere. Synthetic Aperture Radar (SAR) is a processing technique based on averaging the received radar echoes along multiple locations as the radar moves relative to the target. Due to this averaging, directional features are lost. A Doppler frequency shift accounts for the distance rate from the radar to the target. We introduce an alternative representation of SAR images that preserves directional information encoded in its Doppler spectrum. With this technique, called Red-Green-Blue Doppler Decomposition (RGB-DD), the Doppler spectrum of a SAR image is split into three equalised bands, each band representing a primary direction of arrival. A primary colour is assigned to each band to allow joint representation in a single RGB image. We apply our representation framework to several datasets acquired with the British Antarctic Survey (BAS) airborne ice-sounding radar over three Antarctic ice streams. Compared to the standard SAR method that is based solely on the averaged intensity level, this method facilitates the enhanced interpretation of englacial features such as ice stratigraphy, crevasses, tephra layers, and along-flow transitions in strain-rate. The technique may be extended to other sensors and applications.
Competing interests: Carlos Martín is a member of the editorial board of The Cryosphere.
Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this preprint. The responsibility to include appropriate place names lies with the authors.- Preprint
(3629 KB) - Metadata XML
- BibTeX
- EndNote
Status: open (until 07 May 2025)
-
RC1: 'Reviewer Comment on egusphere-2025-1068', Nicholas Holschuh, 13 Apr 2025
reply
[See Attached]
Data sets
Ice-sounding airborne synthetic aperture radar depth profiles from Recovery Ice Stream 2016/17 and Rutford Ice Stream 2019/20 to test the RGB-Doppler-Decomposition method. (Version 1.0) [Data set] A. Arenas Pingarron et al. https://doi.org/10.5285/40c2f86b-1a02-4106-934a-42769682df66
Model code and software
antarctica/sar-rgb-spectral-decomposition: SAR_rgb_spectral_decomposition (v1.0.3) A. Arenas-Pingarron https://doi.org/10.5281/zenodo.14962614
Viewed
HTML | XML | Total | BibTeX | EndNote | |
---|---|---|---|---|---|
84 | 23 | 5 | 112 | 5 | 5 |
- HTML: 84
- PDF: 23
- XML: 5
- Total: 112
- BibTeX: 5
- EndNote: 5
Viewed (geographical distribution)
Country | # | Views | % |
---|---|---|---|
United States of America | 1 | 48 | 35 |
United Kingdom | 2 | 28 | 20 |
China | 3 | 13 | 9 |
Germany | 4 | 12 | 8 |
undefined | 5 | 9 | 6 |
Total: | 0 |
HTML: | 0 |
PDF: | 0 |
XML: | 0 |
- 1
- 48