Structural weaknesses in ice mélange revealed by high resolution ICEYE SAR imagery

Abstract The mixture of icebergs and sea ice in tidewater glacier fjords, known as ice mélange, is postulated to impact iceberg calving directly through physical buttressing and indirectly through freshwater fluxes altering fjord circulation. In this contribution, we assess the textural characteristics of ice mélange in summer and winter at the terminus of Helheim Glacier, Greenland, using high resolution (1-3 m) X-band Synthetic Aperture Radar (SAR) imagery from the ICEYE small satellite constellation. The Grey Level Co-occurrence Matrix (GLCM) and statistical variations in pixel intensity downfjord reveal structural zoning within the mélange matrix in both summer and winter. The boundary between these zones represents the transition between ice concentrations, demonstrating structural weaknesses in the mélange that may persist throughout the year. Furthermore, we compare two iceberg segmentation methods, texture-based vs the Segment Anything Model (SAM). Both techniques detect large (> 0. 1 km 2 ) icebergs in summer when pixel variations are larger, but SAM has high iceberg detection accuracy in both seasons. The detected icebergs stabilise near concentration boundaries in the mélange, suggesting they act as the nucleus of mélange zones and control matrix stability. Our study demonstrates the potential for using high-resolution ICEYE SAR imagery for studying dynamic processes in glaciology and beyond.

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Publication Details

Journal
Journal of Glaciology
Published
2025-01-01
DOI
https://doi.org/10.1017/jog.2025.10085
Citations
1
Primary Topic
Arctic and Antarctic ice dynamics
Type
article
Field-Weighted Citation Impact
1.30
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article

Structural weaknesses in ice mélange revealed by high resolution ICEYE SAR imagery

L. A. Stearns, William D. Harcourt, Michael Shahin, Siddharth Shankar
1 citations
Journal of Glaciology
Arctic and Antarctic ice dynamics
1.30
article

Structural weaknesses in ice mélange revealed by high resolution ICEYE SAR imagery

L. A. Stearns, William D. Harcourt, Michael Shahin, Siddharth Shankar
article en
1 citations

Abstract

Abstract The mixture of icebergs and sea ice in tidewater glacier fjords, known as ice mélange, is postulated to impact iceberg calving directly through physical buttressing and indirectly through freshwater fluxes altering fjord circulation. In this contribution, we assess the textural characteristics of ice mélange in summer and winter at the terminus of Helheim Glacier, Greenland, using high resolution (1-3 m) X-band Synthetic Aperture Radar (SAR) imagery from the ICEYE small satellite constellation. The Grey Level Co-occurrence Matrix (GLCM) and statistical variations in pixel intensity downfjord reveal structural zoning within the mélange matrix in both summer and winter. The boundary between these zones represents the transition between ice concentrations, demonstrating structural weaknesses in the mélange that may persist throughout the year. Furthermore, we compare two iceberg segmentation methods, texture-based vs the Segment Anything Model (SAM). Both techniques detect large (> 0. 1 km 2 ) icebergs in summer when pixel variations are larger, but SAM has high iceberg detection accuracy in both seasons. The detected icebergs stabilise near concentration boundaries in the mélange, suggesting they act as the nucleus of mélange zones and control matrix stability. Our study demonstrates the potential for using high-resolution ICEYE SAR imagery for studying dynamic processes in glaciology and beyond.

Journal of GlaciologyVol. 71
University of Kansas (US), University of Aberdeen (GB), California University of Pennsylvania (US), Universitatea Din Petrosani (RO)
Openalex Percentile: Top 18%
Arctic and Antarctic ice dynamics
1.30
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Structural weaknesses in ice mélange revealed by high resolution ICEYE SAR imagery — L. A. Stearns, William D. Harcourt, et al. · Journal of Glaciology (2025) | TGRS Research Map | TGRS