Long time series (1984–2020) of albedo variations on the Greenland ice sheet from harmonized Landsat and Sentinel 2 imagery

Albedo is a key factor in modulating the absorption of solar radiation on ice surfaces. Satellite measurements have shown a general reduction in albedo across the Greenland ice sheet over the past few decades, particularly along the western margin of the ice sheet, a region known as the Dark Zone (a...

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Published in:Journal of Glaciology
Main Authors: Feng, S., Cook, J., Anesio, A., Benning, L., Tranter, M.
Format: Article in Journal/Newspaper
Language:unknown
Published: 2023
Subjects:
Online Access:https://gfzpublic.gfz-potsdam.de/pubman/item/item_5015734
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5015734_2/component/file_5022975/5015734.pdf
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spelling ftgfzpotsdam:oai:gfzpublic.gfz-potsdam.de:item_5015734 2023-12-03T10:23:22+01:00 Long time series (1984–2020) of albedo variations on the Greenland ice sheet from harmonized Landsat and Sentinel 2 imagery Feng, S. Cook, J. Anesio, A. Benning, L. Tranter, M. 2023 application/pdf https://gfzpublic.gfz-potsdam.de/pubman/item/item_5015734 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5015734_2/component/file_5022975/5015734.pdf unknown info:eu-repo/semantics/altIdentifier/doi/10.1017/jog.2023.11 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5015734 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5015734_2/component/file_5022975/5015734.pdf info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/ Journal of Glaciology info:eu-repo/semantics/article 2023 ftgfzpotsdam https://doi.org/10.1017/jog.2023.11 2023-11-06T00:44:27Z Albedo is a key factor in modulating the absorption of solar radiation on ice surfaces. Satellite measurements have shown a general reduction in albedo across the Greenland ice sheet over the past few decades, particularly along the western margin of the ice sheet, a region known as the Dark Zone (albedo < 0.45). Here we chose a combination of Landsat 4–8 and Sentinel 2 imagery to enable us to derive the longest record of albedo variations in the Dark Zone, running from 1984 to 2020. We developed a simple, pragmatic and efficient sensor transformation to provide a long time series of consistent, harmonized satellite imagery. Narrow to broadband conversion algorithms were developed from regression models of harmonized satellite data and in situ albedo from the Program for Monitoring of the Greenland Ice Sheet (PROMICE) automatic weather stations. The albedo derived from the harmonized Landsat and Sentinel 2 data shows that the maximum extent of the Dark Zone expanded rapidly between 2005 and 2007, increasing to ~280% of the average annual maximum extent of 2900 km2 to ~8000 km2 since. The Dark Zone is continuing to darken slowly, with the average annual minimum albedo decreasing at a rate of (p = 0.16, 2001–2020). Article in Journal/Newspaper Greenland Ice Sheet Journal of Glaciology GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam) Greenland Journal of Glaciology 1 16
institution Open Polar
collection GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam)
op_collection_id ftgfzpotsdam
language unknown
description Albedo is a key factor in modulating the absorption of solar radiation on ice surfaces. Satellite measurements have shown a general reduction in albedo across the Greenland ice sheet over the past few decades, particularly along the western margin of the ice sheet, a region known as the Dark Zone (albedo < 0.45). Here we chose a combination of Landsat 4–8 and Sentinel 2 imagery to enable us to derive the longest record of albedo variations in the Dark Zone, running from 1984 to 2020. We developed a simple, pragmatic and efficient sensor transformation to provide a long time series of consistent, harmonized satellite imagery. Narrow to broadband conversion algorithms were developed from regression models of harmonized satellite data and in situ albedo from the Program for Monitoring of the Greenland Ice Sheet (PROMICE) automatic weather stations. The albedo derived from the harmonized Landsat and Sentinel 2 data shows that the maximum extent of the Dark Zone expanded rapidly between 2005 and 2007, increasing to ~280% of the average annual maximum extent of 2900 km2 to ~8000 km2 since. The Dark Zone is continuing to darken slowly, with the average annual minimum albedo decreasing at a rate of (p = 0.16, 2001–2020).
format Article in Journal/Newspaper
author Feng, S.
Cook, J.
Anesio, A.
Benning, L.
Tranter, M.
spellingShingle Feng, S.
Cook, J.
Anesio, A.
Benning, L.
Tranter, M.
Long time series (1984–2020) of albedo variations on the Greenland ice sheet from harmonized Landsat and Sentinel 2 imagery
author_facet Feng, S.
Cook, J.
Anesio, A.
Benning, L.
Tranter, M.
author_sort Feng, S.
title Long time series (1984–2020) of albedo variations on the Greenland ice sheet from harmonized Landsat and Sentinel 2 imagery
title_short Long time series (1984–2020) of albedo variations on the Greenland ice sheet from harmonized Landsat and Sentinel 2 imagery
title_full Long time series (1984–2020) of albedo variations on the Greenland ice sheet from harmonized Landsat and Sentinel 2 imagery
title_fullStr Long time series (1984–2020) of albedo variations on the Greenland ice sheet from harmonized Landsat and Sentinel 2 imagery
title_full_unstemmed Long time series (1984–2020) of albedo variations on the Greenland ice sheet from harmonized Landsat and Sentinel 2 imagery
title_sort long time series (1984–2020) of albedo variations on the greenland ice sheet from harmonized landsat and sentinel 2 imagery
publishDate 2023
url https://gfzpublic.gfz-potsdam.de/pubman/item/item_5015734
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5015734_2/component/file_5022975/5015734.pdf
geographic Greenland
geographic_facet Greenland
genre Greenland
Ice Sheet
Journal of Glaciology
genre_facet Greenland
Ice Sheet
Journal of Glaciology
op_source Journal of Glaciology
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1017/jog.2023.11
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5015734
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5015734_2/component/file_5022975/5015734.pdf
op_rights info:eu-repo/semantics/openAccess
https://creativecommons.org/licenses/by/4.0/
op_doi https://doi.org/10.1017/jog.2023.11
container_title Journal of Glaciology
container_start_page 1
op_container_end_page 16
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