Melt pond fraction over Arctic sea ice during 2000-2019 ...
This dataset includes melt pond fraction (MPF) over Arctic sea ice during 2000-2019. The spatial coverage of this data is north of 60 °N. The MPF data is projected on a polar stereographic grid with a spatial resolution of 12.5 km and a temporal resolution of 8-day intervals from May 9 to September...
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PANGAEA
2021
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Online Access: | https://dx.doi.org/10.1594/pangaea.933280 https://doi.pangaea.de/10.1594/PANGAEA.933280 |
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ftdatacite:10.1594/pangaea.933280 2024-06-09T07:37:59+00:00 Melt pond fraction over Arctic sea ice during 2000-2019 ... Ding, Yifan Liu, Jiping Cheng, Xiao Chen, Shengzhe 2021 text/tab-separated-values https://dx.doi.org/10.1594/pangaea.933280 https://doi.pangaea.de/10.1594/PANGAEA.933280 en eng PANGAEA https://dx.doi.org/10.3390/rs12172746 Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 Arctic sea ice Melt pond fraction MODIS DATE/TIME Binary Object Dataset dataset 2021 ftdatacite https://doi.org/10.1594/pangaea.93328010.3390/rs12172746 2024-05-13T12:44:57Z This dataset includes melt pond fraction (MPF) over Arctic sea ice during 2000-2019. The spatial coverage of this data is north of 60 °N. The MPF data is projected on a polar stereographic grid with a spatial resolution of 12.5 km and a temporal resolution of 8-day intervals from May 9 to September 6, which is archived in the NetCDF format. This dataset was jointly developed by the Beijing Normal University, University at Albany-State University of New York, and Sun Yat-sen University. Large-scale temporal and spatial distribution of melt ponds over Arctic sea ice have implications for surface albedo, heat and mass balance of sea ice, freshwater in the upper ocean, and primary productivity of ice algae and phytoplankton. We retrieved the MPF data based on a robust ensemble-based deep neural network along with the surface reflectance of 7 bands from MOD09A1 (MODIS surface reflectance 8-Day L3 version 6) as the input and the MPF observations from multiple sources as the target. The validation results show that ... Dataset albedo Arctic ice algae Phytoplankton Sea ice DataCite Metadata Store (German National Library of Science and Technology) Arctic |
institution |
Open Polar |
collection |
DataCite Metadata Store (German National Library of Science and Technology) |
op_collection_id |
ftdatacite |
language |
English |
topic |
Arctic sea ice Melt pond fraction MODIS DATE/TIME Binary Object |
spellingShingle |
Arctic sea ice Melt pond fraction MODIS DATE/TIME Binary Object Ding, Yifan Liu, Jiping Cheng, Xiao Chen, Shengzhe Melt pond fraction over Arctic sea ice during 2000-2019 ... |
topic_facet |
Arctic sea ice Melt pond fraction MODIS DATE/TIME Binary Object |
description |
This dataset includes melt pond fraction (MPF) over Arctic sea ice during 2000-2019. The spatial coverage of this data is north of 60 °N. The MPF data is projected on a polar stereographic grid with a spatial resolution of 12.5 km and a temporal resolution of 8-day intervals from May 9 to September 6, which is archived in the NetCDF format. This dataset was jointly developed by the Beijing Normal University, University at Albany-State University of New York, and Sun Yat-sen University. Large-scale temporal and spatial distribution of melt ponds over Arctic sea ice have implications for surface albedo, heat and mass balance of sea ice, freshwater in the upper ocean, and primary productivity of ice algae and phytoplankton. We retrieved the MPF data based on a robust ensemble-based deep neural network along with the surface reflectance of 7 bands from MOD09A1 (MODIS surface reflectance 8-Day L3 version 6) as the input and the MPF observations from multiple sources as the target. The validation results show that ... |
format |
Dataset |
author |
Ding, Yifan Liu, Jiping Cheng, Xiao Chen, Shengzhe |
author_facet |
Ding, Yifan Liu, Jiping Cheng, Xiao Chen, Shengzhe |
author_sort |
Ding, Yifan |
title |
Melt pond fraction over Arctic sea ice during 2000-2019 ... |
title_short |
Melt pond fraction over Arctic sea ice during 2000-2019 ... |
title_full |
Melt pond fraction over Arctic sea ice during 2000-2019 ... |
title_fullStr |
Melt pond fraction over Arctic sea ice during 2000-2019 ... |
title_full_unstemmed |
Melt pond fraction over Arctic sea ice during 2000-2019 ... |
title_sort |
melt pond fraction over arctic sea ice during 2000-2019 ... |
publisher |
PANGAEA |
publishDate |
2021 |
url |
https://dx.doi.org/10.1594/pangaea.933280 https://doi.pangaea.de/10.1594/PANGAEA.933280 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
albedo Arctic ice algae Phytoplankton Sea ice |
genre_facet |
albedo Arctic ice algae Phytoplankton Sea ice |
op_relation |
https://dx.doi.org/10.3390/rs12172746 |
op_rights |
Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 |
op_doi |
https://doi.org/10.1594/pangaea.93328010.3390/rs12172746 |
_version_ |
1801383667345391616 |