A cold laboratory hyperspectral imaging system to map grain size and ice layer distributions in firn cores

The Greenland and Antarctic ice sheets are covered in a layer of porous firn. Knowledge of firn structure improves our understanding of ice sheet mass balance, supra- and englacial hydrology, and ice core paleoclimate records. While macroscale firn properties, such as firn density, are relatively ea...

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Published in:The Cryosphere
Main Authors: McDowell, Ian E., Keegan, Kaitlin M., Skiles, S. McKenzie, Donahue, Christopher P., Osterberg, Erich C., Hawley, Robert L., Marshall, Hans-Peter
Format: Text
Language:English
Published: 2024
Subjects:
Online Access:https://doi.org/10.5194/tc-18-1925-2024
https://tc.copernicus.org/articles/18/1925/2024/
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spelling ftcopernicus:oai:publications.copernicus.org:tc115359 2024-09-15T17:48:36+00:00 A cold laboratory hyperspectral imaging system to map grain size and ice layer distributions in firn cores McDowell, Ian E. Keegan, Kaitlin M. Skiles, S. McKenzie Donahue, Christopher P. Osterberg, Erich C. Hawley, Robert L. Marshall, Hans-Peter 2024-04-26 application/pdf https://doi.org/10.5194/tc-18-1925-2024 https://tc.copernicus.org/articles/18/1925/2024/ eng eng doi:10.5194/tc-18-1925-2024 https://tc.copernicus.org/articles/18/1925/2024/ eISSN: 1994-0424 Text 2024 ftcopernicus https://doi.org/10.5194/tc-18-1925-2024 2024-08-28T05:24:15Z The Greenland and Antarctic ice sheets are covered in a layer of porous firn. Knowledge of firn structure improves our understanding of ice sheet mass balance, supra- and englacial hydrology, and ice core paleoclimate records. While macroscale firn properties, such as firn density, are relatively easy to measure in the field or lab, more intensive measurements of microstructural properties are necessary to reduce uncertainty in remote sensing observations of mass balance, model meltwater infiltration, and constrain ice age – gas age differences in ice cores. Additionally, as the duration and extent of surface melting increases, refreezing meltwater will greatly alter firn structure. Field observations of firn grain size and ice layer stratigraphy are required to test and validate physical models that simulate the ice-sheet-wide evolution of the firn layer. However, visually measuring grain size and ice layer distributions is tedious, is time-consuming, and can be subjective depending on the method. Here we demonstrate a method to systematically map firn core grain size and ice layer stratigraphy using a near-infrared hyperspectral imager (NIR-HSI; 900–1700 nm). We scanned 14 firn cores spanning ∼ 1000 km across western Greenland’s percolation zone with the NIR-HSI mounted on a linear translation stage in a cold laboratory. We leverage the relationship between effective grain size, a measure of NIR light absorption by firn grains, and NIR reflectance to produce high-resolution (0.4 mm) maps of effective grain size and ice layer stratigraphy. We show the NIR-HSI reproduces visually identified ice layer stratigraphy and infiltration ice content across all cores. Effective grain sizes change synchronously with traditionally measured grain radii with depth, although effective grains in each core are 1.5 × larger on average, which is largely related to the differences in measurement techniques. To demonstrate the utility of the firn stratigraphic maps produced by the NIR-HSI, we track the 2012 melt event across the ... Text Antarc* Antarctic Greenland ice core Ice Sheet Copernicus Publications: E-Journals The Cryosphere 18 4 1925 1946
institution Open Polar
collection Copernicus Publications: E-Journals
op_collection_id ftcopernicus
language English
description The Greenland and Antarctic ice sheets are covered in a layer of porous firn. Knowledge of firn structure improves our understanding of ice sheet mass balance, supra- and englacial hydrology, and ice core paleoclimate records. While macroscale firn properties, such as firn density, are relatively easy to measure in the field or lab, more intensive measurements of microstructural properties are necessary to reduce uncertainty in remote sensing observations of mass balance, model meltwater infiltration, and constrain ice age – gas age differences in ice cores. Additionally, as the duration and extent of surface melting increases, refreezing meltwater will greatly alter firn structure. Field observations of firn grain size and ice layer stratigraphy are required to test and validate physical models that simulate the ice-sheet-wide evolution of the firn layer. However, visually measuring grain size and ice layer distributions is tedious, is time-consuming, and can be subjective depending on the method. Here we demonstrate a method to systematically map firn core grain size and ice layer stratigraphy using a near-infrared hyperspectral imager (NIR-HSI; 900–1700 nm). We scanned 14 firn cores spanning ∼ 1000 km across western Greenland’s percolation zone with the NIR-HSI mounted on a linear translation stage in a cold laboratory. We leverage the relationship between effective grain size, a measure of NIR light absorption by firn grains, and NIR reflectance to produce high-resolution (0.4 mm) maps of effective grain size and ice layer stratigraphy. We show the NIR-HSI reproduces visually identified ice layer stratigraphy and infiltration ice content across all cores. Effective grain sizes change synchronously with traditionally measured grain radii with depth, although effective grains in each core are 1.5 × larger on average, which is largely related to the differences in measurement techniques. To demonstrate the utility of the firn stratigraphic maps produced by the NIR-HSI, we track the 2012 melt event across the ...
format Text
author McDowell, Ian E.
Keegan, Kaitlin M.
Skiles, S. McKenzie
Donahue, Christopher P.
Osterberg, Erich C.
Hawley, Robert L.
Marshall, Hans-Peter
spellingShingle McDowell, Ian E.
Keegan, Kaitlin M.
Skiles, S. McKenzie
Donahue, Christopher P.
Osterberg, Erich C.
Hawley, Robert L.
Marshall, Hans-Peter
A cold laboratory hyperspectral imaging system to map grain size and ice layer distributions in firn cores
author_facet McDowell, Ian E.
Keegan, Kaitlin M.
Skiles, S. McKenzie
Donahue, Christopher P.
Osterberg, Erich C.
Hawley, Robert L.
Marshall, Hans-Peter
author_sort McDowell, Ian E.
title A cold laboratory hyperspectral imaging system to map grain size and ice layer distributions in firn cores
title_short A cold laboratory hyperspectral imaging system to map grain size and ice layer distributions in firn cores
title_full A cold laboratory hyperspectral imaging system to map grain size and ice layer distributions in firn cores
title_fullStr A cold laboratory hyperspectral imaging system to map grain size and ice layer distributions in firn cores
title_full_unstemmed A cold laboratory hyperspectral imaging system to map grain size and ice layer distributions in firn cores
title_sort cold laboratory hyperspectral imaging system to map grain size and ice layer distributions in firn cores
publishDate 2024
url https://doi.org/10.5194/tc-18-1925-2024
https://tc.copernicus.org/articles/18/1925/2024/
genre Antarc*
Antarctic
Greenland
ice core
Ice Sheet
genre_facet Antarc*
Antarctic
Greenland
ice core
Ice Sheet
op_source eISSN: 1994-0424
op_relation doi:10.5194/tc-18-1925-2024
https://tc.copernicus.org/articles/18/1925/2024/
op_doi https://doi.org/10.5194/tc-18-1925-2024
container_title The Cryosphere
container_volume 18
container_issue 4
container_start_page 1925
op_container_end_page 1946
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