Sea Ice Melt Pond Fraction Derived From Sentinel‐2 Data: Along the MOSAiC Drift and Arctic‐Wide

Melt ponds forming on Arctic sea ice in summer significantly reduce the surface albedo and impact the heat and mass balance of the sea ice. Therefore, their areal coverage, which can undergo rapid change, is crucial to monitor. We present a revised method to extract melt pond fraction (MPF) from Sen...

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Published in:Geophysical Research Letters
Main Authors: Niehaus, Hannah, Spreen, Gunnar, Birnbaum, Gerit, Istomina, Larysa, Jäkel, Evelyn, Linhardt, Felix, Neckel, Niklas, Fuchs, Niels, Nicolaus, Marcel, Sperzel, Tim, Tao, Ran, Webster, Melinda, Wright, Nicholas
Format: Article in Journal/Newspaper
Language:unknown
Published: American Geophysical Union (AGU) 2023
Subjects:
Online Access:https://epic.awi.de/id/eprint/59120/
https://epic.awi.de/id/eprint/59120/1/Niehaus-2023-Sea%20Ice%20Melt%20Pond%20Fraction%20Derive.pdf
https://doi.org/10.1029/2022gl102102
https://hdl.handle.net/10013/epic.c3153841-9b13-48da-b5e0-4aea94079aa6
id ftawi:oai:epic.awi.de:59120
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spelling ftawi:oai:epic.awi.de:59120 2024-09-30T14:21:53+00:00 Sea Ice Melt Pond Fraction Derived From Sentinel‐2 Data: Along the MOSAiC Drift and Arctic‐Wide Niehaus, Hannah Spreen, Gunnar Birnbaum, Gerit Istomina, Larysa Jäkel, Evelyn Linhardt, Felix Neckel, Niklas Fuchs, Niels Nicolaus, Marcel Sperzel, Tim Tao, Ran Webster, Melinda Wright, Nicholas 2023-03-16 application/pdf https://epic.awi.de/id/eprint/59120/ https://epic.awi.de/id/eprint/59120/1/Niehaus-2023-Sea%20Ice%20Melt%20Pond%20Fraction%20Derive.pdf https://doi.org/10.1029/2022gl102102 https://hdl.handle.net/10013/epic.c3153841-9b13-48da-b5e0-4aea94079aa6 unknown American Geophysical Union (AGU) https://epic.awi.de/id/eprint/59120/1/Niehaus-2023-Sea%20Ice%20Melt%20Pond%20Fraction%20Derive.pdf Niehaus, H. , Spreen, G. , Birnbaum, G. , Istomina, L. , Jäkel, E. , Linhardt, F. , Neckel, N. , Fuchs, N. , Nicolaus, M. orcid:0000-0003-0903-1746 , Sperzel, T. , Tao, R. , Webster, M. and Wright, N. (2023) Sea Ice Melt Pond Fraction Derived From Sentinel‐2 Data: Along the MOSAiC Drift and Arctic‐Wide , Geophysical Research Letters, 50 (5) . doi:10.1029/2022gl102102 <https://doi.org/10.1029/2022gl102102> , hdl:10013/epic.c3153841-9b13-48da-b5e0-4aea94079aa6 EPIC3Geophysical Research Letters, American Geophysical Union (AGU), 50(5), ISSN: 0094-8276 Article peerRev 2023 ftawi https://doi.org/10.1029/2022gl102102 2024-09-02T14:07:29Z Melt ponds forming on Arctic sea ice in summer significantly reduce the surface albedo and impact the heat and mass balance of the sea ice. Therefore, their areal coverage, which can undergo rapid change, is crucial to monitor. We present a revised method to extract melt pond fraction (MPF) from Sentinel-2 satellite imagery, which is evaluated by MPF products from higher-resolution satellite and helicopter-borne imagery. The analysis of melt pond evolution during the MOSAiC campaign in summer 2020, shows a split of the Central Observatory (CO) into a level ice and a highly deformed ice part, the latter of which exhibits exceptional early melt pond formation compared to the vicinity. Average CO MPFs are 17% before and 23% after the major drainage. Arctic-wide analysis of MPF for years 2017–2021 shows a consistent seasonal cycle in all regions and years. Article in Journal/Newspaper albedo Arctic Arctic Sea ice Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center) Arctic Geophysical Research Letters 50 5
institution Open Polar
collection Alfred Wegener Institute for Polar- and Marine Research (AWI): ePIC (electronic Publication Information Center)
op_collection_id ftawi
language unknown
description Melt ponds forming on Arctic sea ice in summer significantly reduce the surface albedo and impact the heat and mass balance of the sea ice. Therefore, their areal coverage, which can undergo rapid change, is crucial to monitor. We present a revised method to extract melt pond fraction (MPF) from Sentinel-2 satellite imagery, which is evaluated by MPF products from higher-resolution satellite and helicopter-borne imagery. The analysis of melt pond evolution during the MOSAiC campaign in summer 2020, shows a split of the Central Observatory (CO) into a level ice and a highly deformed ice part, the latter of which exhibits exceptional early melt pond formation compared to the vicinity. Average CO MPFs are 17% before and 23% after the major drainage. Arctic-wide analysis of MPF for years 2017–2021 shows a consistent seasonal cycle in all regions and years.
format Article in Journal/Newspaper
author Niehaus, Hannah
Spreen, Gunnar
Birnbaum, Gerit
Istomina, Larysa
Jäkel, Evelyn
Linhardt, Felix
Neckel, Niklas
Fuchs, Niels
Nicolaus, Marcel
Sperzel, Tim
Tao, Ran
Webster, Melinda
Wright, Nicholas
spellingShingle Niehaus, Hannah
Spreen, Gunnar
Birnbaum, Gerit
Istomina, Larysa
Jäkel, Evelyn
Linhardt, Felix
Neckel, Niklas
Fuchs, Niels
Nicolaus, Marcel
Sperzel, Tim
Tao, Ran
Webster, Melinda
Wright, Nicholas
Sea Ice Melt Pond Fraction Derived From Sentinel‐2 Data: Along the MOSAiC Drift and Arctic‐Wide
author_facet Niehaus, Hannah
Spreen, Gunnar
Birnbaum, Gerit
Istomina, Larysa
Jäkel, Evelyn
Linhardt, Felix
Neckel, Niklas
Fuchs, Niels
Nicolaus, Marcel
Sperzel, Tim
Tao, Ran
Webster, Melinda
Wright, Nicholas
author_sort Niehaus, Hannah
title Sea Ice Melt Pond Fraction Derived From Sentinel‐2 Data: Along the MOSAiC Drift and Arctic‐Wide
title_short Sea Ice Melt Pond Fraction Derived From Sentinel‐2 Data: Along the MOSAiC Drift and Arctic‐Wide
title_full Sea Ice Melt Pond Fraction Derived From Sentinel‐2 Data: Along the MOSAiC Drift and Arctic‐Wide
title_fullStr Sea Ice Melt Pond Fraction Derived From Sentinel‐2 Data: Along the MOSAiC Drift and Arctic‐Wide
title_full_unstemmed Sea Ice Melt Pond Fraction Derived From Sentinel‐2 Data: Along the MOSAiC Drift and Arctic‐Wide
title_sort sea ice melt pond fraction derived from sentinel‐2 data: along the mosaic drift and arctic‐wide
publisher American Geophysical Union (AGU)
publishDate 2023
url https://epic.awi.de/id/eprint/59120/
https://epic.awi.de/id/eprint/59120/1/Niehaus-2023-Sea%20Ice%20Melt%20Pond%20Fraction%20Derive.pdf
https://doi.org/10.1029/2022gl102102
https://hdl.handle.net/10013/epic.c3153841-9b13-48da-b5e0-4aea94079aa6
geographic Arctic
geographic_facet Arctic
genre albedo
Arctic
Arctic
Sea ice
genre_facet albedo
Arctic
Arctic
Sea ice
op_source EPIC3Geophysical Research Letters, American Geophysical Union (AGU), 50(5), ISSN: 0094-8276
op_relation https://epic.awi.de/id/eprint/59120/1/Niehaus-2023-Sea%20Ice%20Melt%20Pond%20Fraction%20Derive.pdf
Niehaus, H. , Spreen, G. , Birnbaum, G. , Istomina, L. , Jäkel, E. , Linhardt, F. , Neckel, N. , Fuchs, N. , Nicolaus, M. orcid:0000-0003-0903-1746 , Sperzel, T. , Tao, R. , Webster, M. and Wright, N. (2023) Sea Ice Melt Pond Fraction Derived From Sentinel‐2 Data: Along the MOSAiC Drift and Arctic‐Wide , Geophysical Research Letters, 50 (5) . doi:10.1029/2022gl102102 <https://doi.org/10.1029/2022gl102102> , hdl:10013/epic.c3153841-9b13-48da-b5e0-4aea94079aa6
op_doi https://doi.org/10.1029/2022gl102102
container_title Geophysical Research Letters
container_volume 50
container_issue 5
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