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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| Format: | Dataset |
| Language: | unknown |
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Zenodo
2023
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| Online Access: | https://dx.doi.org/10.5281/zenodo.7995543 https://zenodo.org/record/7995543 |
| Summary: | 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"]} ... |
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