Probability of Firn Aquifer Presence in Antarctica by Combining Remote Sensing and Regional Climate Model Data

Abstract Despite in‐situ observations of perennial firn aquifers (PFAs) at specific locations of the Antarctic ice sheet, a comprehensive continent‐wide mapping of PFA distribution is currently lacking. We present an estimate of their distribution across Antarctica in the form of a probability asses...

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Published in:Geophysical Research Letters
Main Authors: V. Di Biase, P. Kuipers Munneke, S. B. M. Veldhuijsen, S. deRoda Husman, M. R. van denBroeke, B. Noël, L. G. Buth, B. Wouters
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2024
Subjects:
Online Access:https://doi.org/10.1029/2024GL109367
https://doaj.org/article/6ba20cdbb7ba41f38457499aec456da5
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spelling ftdoajarticles:oai:doaj.org/article:6ba20cdbb7ba41f38457499aec456da5 2024-09-15T17:48:46+00:00 Probability of Firn Aquifer Presence in Antarctica by Combining Remote Sensing and Regional Climate Model Data V. Di Biase P. Kuipers Munneke S. B. M. Veldhuijsen S. deRoda Husman M. R. van denBroeke B. Noël L. G. Buth B. Wouters 2024-08-01T00:00:00Z https://doi.org/10.1029/2024GL109367 https://doaj.org/article/6ba20cdbb7ba41f38457499aec456da5 EN eng Wiley https://doi.org/10.1029/2024GL109367 https://doaj.org/toc/0094-8276 https://doaj.org/toc/1944-8007 1944-8007 0094-8276 doi:10.1029/2024GL109367 https://doaj.org/article/6ba20cdbb7ba41f38457499aec456da5 Geophysical Research Letters, Vol 51, Iss 15, Pp n/a-n/a (2024) Antarctica Monte Carlo technique remote sensing regional modeling ice shelves Geophysics. Cosmic physics QC801-809 article 2024 ftdoajarticles https://doi.org/10.1029/2024GL109367 2024-08-19T14:56:40Z Abstract Despite in‐situ observations of perennial firn aquifers (PFAs) at specific locations of the Antarctic ice sheet, a comprehensive continent‐wide mapping of PFA distribution is currently lacking. We present an estimate of their distribution across Antarctica in the form of a probability assessment using a Monte Carlo technique. Our approach involves a novel methodology that combines observations from Sentinel‐1 and Advanced SCATterometer (ASCAT) with output from a regional climate model. To evaluate our method, we conduct an extensive comparison with Operation Ice Bridge observations from the Greenland Ice Sheet. Application to Antarctica reveals high PFA probabilities in the Antarctic Peninsula (AP), particularly along its northern, northwestern, and western coastlines, as well as on the Wilkins, Müller, and George VI ice shelves. Outside the AP, PFA probability is low, except for some locations with marginally higher probabilities, such as on the Abbot, Totten, and Shackleton ice shelves. Article in Journal/Newspaper Antarc* Antarctic Antarctic Peninsula Antarctica Greenland Ice Sheet Ice Shelves Directory of Open Access Journals: DOAJ Articles Geophysical Research Letters 51 15
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Antarctica
Monte Carlo technique
remote sensing
regional modeling
ice shelves
Geophysics. Cosmic physics
QC801-809
spellingShingle Antarctica
Monte Carlo technique
remote sensing
regional modeling
ice shelves
Geophysics. Cosmic physics
QC801-809
V. Di Biase
P. Kuipers Munneke
S. B. M. Veldhuijsen
S. deRoda Husman
M. R. van denBroeke
B. Noël
L. G. Buth
B. Wouters
Probability of Firn Aquifer Presence in Antarctica by Combining Remote Sensing and Regional Climate Model Data
topic_facet Antarctica
Monte Carlo technique
remote sensing
regional modeling
ice shelves
Geophysics. Cosmic physics
QC801-809
description Abstract Despite in‐situ observations of perennial firn aquifers (PFAs) at specific locations of the Antarctic ice sheet, a comprehensive continent‐wide mapping of PFA distribution is currently lacking. We present an estimate of their distribution across Antarctica in the form of a probability assessment using a Monte Carlo technique. Our approach involves a novel methodology that combines observations from Sentinel‐1 and Advanced SCATterometer (ASCAT) with output from a regional climate model. To evaluate our method, we conduct an extensive comparison with Operation Ice Bridge observations from the Greenland Ice Sheet. Application to Antarctica reveals high PFA probabilities in the Antarctic Peninsula (AP), particularly along its northern, northwestern, and western coastlines, as well as on the Wilkins, Müller, and George VI ice shelves. Outside the AP, PFA probability is low, except for some locations with marginally higher probabilities, such as on the Abbot, Totten, and Shackleton ice shelves.
format Article in Journal/Newspaper
author V. Di Biase
P. Kuipers Munneke
S. B. M. Veldhuijsen
S. deRoda Husman
M. R. van denBroeke
B. Noël
L. G. Buth
B. Wouters
author_facet V. Di Biase
P. Kuipers Munneke
S. B. M. Veldhuijsen
S. deRoda Husman
M. R. van denBroeke
B. Noël
L. G. Buth
B. Wouters
author_sort V. Di Biase
title Probability of Firn Aquifer Presence in Antarctica by Combining Remote Sensing and Regional Climate Model Data
title_short Probability of Firn Aquifer Presence in Antarctica by Combining Remote Sensing and Regional Climate Model Data
title_full Probability of Firn Aquifer Presence in Antarctica by Combining Remote Sensing and Regional Climate Model Data
title_fullStr Probability of Firn Aquifer Presence in Antarctica by Combining Remote Sensing and Regional Climate Model Data
title_full_unstemmed Probability of Firn Aquifer Presence in Antarctica by Combining Remote Sensing and Regional Climate Model Data
title_sort probability of firn aquifer presence in antarctica by combining remote sensing and regional climate model data
publisher Wiley
publishDate 2024
url https://doi.org/10.1029/2024GL109367
https://doaj.org/article/6ba20cdbb7ba41f38457499aec456da5
genre Antarc*
Antarctic
Antarctic Peninsula
Antarctica
Greenland
Ice Sheet
Ice Shelves
genre_facet Antarc*
Antarctic
Antarctic Peninsula
Antarctica
Greenland
Ice Sheet
Ice Shelves
op_source Geophysical Research Letters, Vol 51, Iss 15, Pp n/a-n/a (2024)
op_relation https://doi.org/10.1029/2024GL109367
https://doaj.org/toc/0094-8276
https://doaj.org/toc/1944-8007
1944-8007
0094-8276
doi:10.1029/2024GL109367
https://doaj.org/article/6ba20cdbb7ba41f38457499aec456da5
op_doi https://doi.org/10.1029/2024GL109367
container_title Geophysical Research Letters
container_volume 51
container_issue 15
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