A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard
The mass loss of glaciers outside the polar ice sheets has been accelerating during the past several decades and has been contributing to global sea-level rise. However, many of the mechanisms of this mass loss process are not well understood, especially the calving dynamics of marine-terminating gl...
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ftcopernicus:oai:publications.copernicus.org:essdd115103 2023-11-12T04:14:47+01:00 A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard Li, Tian Heidler, Konrad Mou, Lichao Ignéczi, Ádám Zhu, Xiao Xiang Bamber, Jonathan L. 2023-10-16 application/pdf https://doi.org/10.5194/essd-2023-396 https://essd.copernicus.org/preprints/essd-2023-396/ eng eng doi:10.5194/essd-2023-396 https://essd.copernicus.org/preprints/essd-2023-396/ eISSN: 1866-3516 Text 2023 ftcopernicus https://doi.org/10.5194/essd-2023-396 2023-10-23T16:24:18Z The mass loss of glaciers outside the polar ice sheets has been accelerating during the past several decades and has been contributing to global sea-level rise. However, many of the mechanisms of this mass loss process are not well understood, especially the calving dynamics of marine-terminating glaciers, in part due to a lack of high-resolution calving front observations. Svalbard is an ideal site to study the climate sensitivity of glaciers as it is a region that has been undergoing amplified climate variability in both space and time compared to the global mean. Here we present a new high-resolution calving front dataset of 149 marine-terminating glaciers in Svalbard, comprising 124919 glacier calving front positions during the period of 1985–2023 ( https://doi.org/10.5281/zenodo.8399899 ) (Li et al., 2023). This dataset was generated using a novel automated deep learning framework and multiple optical and SAR satellite images from Landsat, Terra-ASTER, Sentinel-2, and Sentinel-1 satellite missions. The overall calving front mapping uncertainty across Svalbard is 46 ± 21 m. The newly derived calving front dataset agrees well with recent decadal calving front observations between 2000 and 2020 (Kochtitzky and Copland, 2022) and an annual calving front dataset between 2008 and 2022 (Moholdt et al., 2022). The R 2 of the glacier calving front change rates between our product and the latter is 0.98, indicating an excellent match. Using this new calving front dataset, we identified widespread calving front retreats during the past three decades, across most regions in Svalbard except for a handful of glaciers draining the ice caps Vestfonna and Austfonna on Nordaustlandet. In addition, we identified complex patterns of glacier surging events overlaid with seasonal calving cycles. These data and findings provide insights into understanding glacier calving mechanisms and drivers. This new dataset can help improve estimates of glacier frontal ablation as a component of the integrated mass balance of ... Text Austfonna glacier Nordaustlandet Svalbard Vestfonna Copernicus Publications: E-Journals Svalbard Nordaustlandet ENVELOPE(22.400,22.400,79.800,79.800) Austfonna ENVELOPE(24.559,24.559,79.835,79.835) Vestfonna ENVELOPE(20.761,20.761,79.941,79.941) |
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Open Polar |
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Copernicus Publications: E-Journals |
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ftcopernicus |
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English |
description |
The mass loss of glaciers outside the polar ice sheets has been accelerating during the past several decades and has been contributing to global sea-level rise. However, many of the mechanisms of this mass loss process are not well understood, especially the calving dynamics of marine-terminating glaciers, in part due to a lack of high-resolution calving front observations. Svalbard is an ideal site to study the climate sensitivity of glaciers as it is a region that has been undergoing amplified climate variability in both space and time compared to the global mean. Here we present a new high-resolution calving front dataset of 149 marine-terminating glaciers in Svalbard, comprising 124919 glacier calving front positions during the period of 1985–2023 ( https://doi.org/10.5281/zenodo.8399899 ) (Li et al., 2023). This dataset was generated using a novel automated deep learning framework and multiple optical and SAR satellite images from Landsat, Terra-ASTER, Sentinel-2, and Sentinel-1 satellite missions. The overall calving front mapping uncertainty across Svalbard is 46 ± 21 m. The newly derived calving front dataset agrees well with recent decadal calving front observations between 2000 and 2020 (Kochtitzky and Copland, 2022) and an annual calving front dataset between 2008 and 2022 (Moholdt et al., 2022). The R 2 of the glacier calving front change rates between our product and the latter is 0.98, indicating an excellent match. Using this new calving front dataset, we identified widespread calving front retreats during the past three decades, across most regions in Svalbard except for a handful of glaciers draining the ice caps Vestfonna and Austfonna on Nordaustlandet. In addition, we identified complex patterns of glacier surging events overlaid with seasonal calving cycles. These data and findings provide insights into understanding glacier calving mechanisms and drivers. This new dataset can help improve estimates of glacier frontal ablation as a component of the integrated mass balance of ... |
format |
Text |
author |
Li, Tian Heidler, Konrad Mou, Lichao Ignéczi, Ádám Zhu, Xiao Xiang Bamber, Jonathan L. |
spellingShingle |
Li, Tian Heidler, Konrad Mou, Lichao Ignéczi, Ádám Zhu, Xiao Xiang Bamber, Jonathan L. A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard |
author_facet |
Li, Tian Heidler, Konrad Mou, Lichao Ignéczi, Ádám Zhu, Xiao Xiang Bamber, Jonathan L. |
author_sort |
Li, Tian |
title |
A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard |
title_short |
A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard |
title_full |
A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard |
title_fullStr |
A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard |
title_full_unstemmed |
A High-Resolution Calving Front Data Product for Marine-Terminating Glaciers in Svalbard |
title_sort |
high-resolution calving front data product for marine-terminating glaciers in svalbard |
publishDate |
2023 |
url |
https://doi.org/10.5194/essd-2023-396 https://essd.copernicus.org/preprints/essd-2023-396/ |
long_lat |
ENVELOPE(22.400,22.400,79.800,79.800) ENVELOPE(24.559,24.559,79.835,79.835) ENVELOPE(20.761,20.761,79.941,79.941) |
geographic |
Svalbard Nordaustlandet Austfonna Vestfonna |
geographic_facet |
Svalbard Nordaustlandet Austfonna Vestfonna |
genre |
Austfonna glacier Nordaustlandet Svalbard Vestfonna |
genre_facet |
Austfonna glacier Nordaustlandet Svalbard Vestfonna |
op_source |
eISSN: 1866-3516 |
op_relation |
doi:10.5194/essd-2023-396 https://essd.copernicus.org/preprints/essd-2023-396/ |
op_doi |
https://doi.org/10.5194/essd-2023-396 |
_version_ |
1782332340428603392 |