ASCAT-ERA5 Antarctic Peninsula Daily Surface Meltwater Production (2007-2022) ...
Estimates of daily surface meltwater production across the Antarctic Peninsula over 2007-2022 at 4.45-km spatial resolution. These data were generated using a random forest model combining enhanced resolution ASCAT C-Band radar backscatter, ASCAT-detected surface melt presence (https://zenodo.org/re...
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Online Access: | https://dx.doi.org/10.5281/zenodo.7995543 https://zenodo.org/record/7995543 |
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ftdatacite:10.5281/zenodo.7995543 2023-07-23T04:15:42+02:00 ASCAT-ERA5 Antarctic Peninsula Daily Surface Meltwater Production (2007-2022) ... Pan, Zhuolai Trusel, Luke 2023 https://dx.doi.org/10.5281/zenodo.7995543 https://zenodo.org/record/7995543 unknown Zenodo https://dx.doi.org/10.5281/zenodo.7995542 Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess dataset Dataset 2023 ftdatacite https://doi.org/10.5281/zenodo.799554310.5281/zenodo.7995542 2023-07-03T16:28:57Z Estimates of daily surface meltwater production across the Antarctic Peninsula over 2007-2022 at 4.45-km spatial resolution. These data were generated using a random forest model combining enhanced resolution ASCAT C-Band radar backscatter, ASCAT-detected surface melt presence (https://zenodo.org/record/7995998), and ERA5 sensible and latent heat fluxes, downward shortwave and longwave radiation, and 2-m temperature. Initial model training was undertaken using meteorological observations and surface melt estimates from surface energy balance modeling at several Larsen C ice shelf automated weather stations (Jakobs et al., 2020), before scaling up to the Antarctic Peninsula region using ERA5. This record will be updated upon publication of a forthcoming manuscript. Please reach out to Luke Trusel with questions! ... : {"references": ["Jakobs, C. L., Reijmer, C. H., Smeets, C. J. P. P., Trusel, L. D., van de Berg, W. J., van den Broeke, M. R., & van Wessem, J. M. (2020). A benchmark dataset of in situ Antarctic surface melt rates and energy balance. Journal of Glaciology, 66(256), 291\u2013302. https://doi.org/10.1017/jog.2020.6"]} ... Dataset Antarc* Antarctic Antarctic Peninsula Ice Shelf DataCite Metadata Store (German National Library of Science and Technology) Antarctic The Antarctic Antarctic Peninsula Luke ENVELOPE(-94.855,-94.855,56.296,56.296) |
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Open Polar |
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DataCite Metadata Store (German National Library of Science and Technology) |
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ftdatacite |
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description |
Estimates of daily surface meltwater production across the Antarctic Peninsula over 2007-2022 at 4.45-km spatial resolution. These data were generated using a random forest model combining enhanced resolution ASCAT C-Band radar backscatter, ASCAT-detected surface melt presence (https://zenodo.org/record/7995998), and ERA5 sensible and latent heat fluxes, downward shortwave and longwave radiation, and 2-m temperature. Initial model training was undertaken using meteorological observations and surface melt estimates from surface energy balance modeling at several Larsen C ice shelf automated weather stations (Jakobs et al., 2020), before scaling up to the Antarctic Peninsula region using ERA5. This record will be updated upon publication of a forthcoming manuscript. Please reach out to Luke Trusel with questions! ... : {"references": ["Jakobs, C. L., Reijmer, C. H., Smeets, C. J. P. P., Trusel, L. D., van de Berg, W. J., van den Broeke, M. R., & van Wessem, J. M. (2020). A benchmark dataset of in situ Antarctic surface melt rates and energy balance. Journal of Glaciology, 66(256), 291\u2013302. https://doi.org/10.1017/jog.2020.6"]} ... |
format |
Dataset |
author |
Pan, Zhuolai Trusel, Luke |
spellingShingle |
Pan, Zhuolai Trusel, Luke ASCAT-ERA5 Antarctic Peninsula Daily Surface Meltwater Production (2007-2022) ... |
author_facet |
Pan, Zhuolai Trusel, Luke |
author_sort |
Pan, Zhuolai |
title |
ASCAT-ERA5 Antarctic Peninsula Daily Surface Meltwater Production (2007-2022) ... |
title_short |
ASCAT-ERA5 Antarctic Peninsula Daily Surface Meltwater Production (2007-2022) ... |
title_full |
ASCAT-ERA5 Antarctic Peninsula Daily Surface Meltwater Production (2007-2022) ... |
title_fullStr |
ASCAT-ERA5 Antarctic Peninsula Daily Surface Meltwater Production (2007-2022) ... |
title_full_unstemmed |
ASCAT-ERA5 Antarctic Peninsula Daily Surface Meltwater Production (2007-2022) ... |
title_sort |
ascat-era5 antarctic peninsula daily surface meltwater production (2007-2022) ... |
publisher |
Zenodo |
publishDate |
2023 |
url |
https://dx.doi.org/10.5281/zenodo.7995543 https://zenodo.org/record/7995543 |
long_lat |
ENVELOPE(-94.855,-94.855,56.296,56.296) |
geographic |
Antarctic The Antarctic Antarctic Peninsula Luke |
geographic_facet |
Antarctic The Antarctic Antarctic Peninsula Luke |
genre |
Antarc* Antarctic Antarctic Peninsula Ice Shelf |
genre_facet |
Antarc* Antarctic Antarctic Peninsula Ice Shelf |
op_relation |
https://dx.doi.org/10.5281/zenodo.7995542 |
op_rights |
Open Access Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.5281/zenodo.799554310.5281/zenodo.7995542 |
_version_ |
1772176634179223552 |