Articles | Volume 16, issue 3
https://doi.org/10.5194/cp-16-1075-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/cp-16-1075-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
22 Jun 2020
Research article |
| 22 Jun 2020
| 22 Jun 2020
Reconstruction of Holocene oceanographic conditions in eastern Baffin Bay
Katrine Elnegaard Hansen
CORRESPONDING AUTHOR
Department of Geoscience, Arctic Research Centre and iClimate, Aarhus
University, Aarhus, Denmark
Jacques Giraudeau
Centre national de la recherche scientifique (CNRS), Université de Bordeaux, UMR 5805, Environnements et Paléoenvironnements
Océaniques et Continentaux (EPOC), Bordeaux, France
Lukas Wacker
Laboratory of Ion Beam Physics, ETH, Zürich, Switzerland
Christof Pearce
Department of Geoscience, Arctic Research Centre and iClimate, Aarhus
University, Aarhus, Denmark
Marit-Solveig Seidenkrantz
Department of Geoscience, Arctic Research Centre and iClimate, Aarhus
University, Aarhus, Denmark
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Cited
14 citations as recorded by crossref.
- Glacier response to the Little Ice Age during the Neoglacial cooling in Greenland K. Kjær et al. 10.1016/j.earscirev.2022.103984
- The marine reservoir age of Greenland coastal waters C. Pearce et al. 10.5194/gchron-5-451-2023
- Comparative analysis of six common foraminiferal species of the genera <i>Cassidulina</i>, <i>Paracassidulina</i>, and <i>Islandiella</i> from the Arctic–North Atlantic domain A. Cage et al. 10.5194/jm-40-37-2021
- Holocene sea-ice dynamics in Petermann Fjord in relation to ice tongue stability and Nares Strait ice arch formation H. Detlef et al. 10.5194/tc-15-4357-2021
- Holocene polynya dynamics and their interaction with oceanic heat transport in northernmost Baffin Bay R. Jackson et al. 10.1038/s41598-021-88517-9
- Spatio-temporal changes in ocean conditions and primary production in Baffin Bay and the Labrador Sea D. Krawczyk et al. 10.1016/j.palaeo.2020.110175
- Early Holocene palaeoceanographic and glaciological changes in southeast Greenland C. Andresen et al. 10.1177/09596836221080758
- Holocene palaeoceanography of the Northeast Greenland shelf T. Pados-Dibattista et al. 10.5194/cp-18-103-2022
- Lateglacial and Holocene sedimentary dynamics in northwestern Baffin Bay as recorded in sediment cores from Cape Norton Shaw Inlet (Nunavut, Canada) N. Stevenard et al. 10.1111/bor.12575
- Learning from the past: Impact of the Arctic Oscillation on sea ice and marine productivity off northwest Greenland over the last 9,000 years A. Limoges et al. 10.1111/gcb.15334
- Past Warmth and Its Impacts During the Holocene Thermal Maximum in Greenland Y. Axford et al. 10.1146/annurev-earth-081420-063858
- Characterization of organic matter in marine sediments to estimate age offset of bulk radiocarbon dating K. Hansen et al. 10.1016/j.quageo.2021.101242
- Holocene variability in sea‐ice conditions in the eastern Baffin Bay‐Labrador Sea – A north–south biomarker transect study J. Saini et al. 10.1111/bor.12583
- Evidence for influx of Atlantic water masses to the Labrador Sea during the Last Glacial Maximum M. Seidenkrantz et al. 10.1038/s41598-021-86224-z
14 citations as recorded by crossref.
- Glacier response to the Little Ice Age during the Neoglacial cooling in Greenland K. Kjær et al. 10.1016/j.earscirev.2022.103984
- The marine reservoir age of Greenland coastal waters C. Pearce et al. 10.5194/gchron-5-451-2023
- Comparative analysis of six common foraminiferal species of the genera <i>Cassidulina</i>, <i>Paracassidulina</i>, and <i>Islandiella</i> from the Arctic–North Atlantic domain A. Cage et al. 10.5194/jm-40-37-2021
- Holocene sea-ice dynamics in Petermann Fjord in relation to ice tongue stability and Nares Strait ice arch formation H. Detlef et al. 10.5194/tc-15-4357-2021
- Holocene polynya dynamics and their interaction with oceanic heat transport in northernmost Baffin Bay R. Jackson et al. 10.1038/s41598-021-88517-9
- Spatio-temporal changes in ocean conditions and primary production in Baffin Bay and the Labrador Sea D. Krawczyk et al. 10.1016/j.palaeo.2020.110175
- Early Holocene palaeoceanographic and glaciological changes in southeast Greenland C. Andresen et al. 10.1177/09596836221080758
- Holocene palaeoceanography of the Northeast Greenland shelf T. Pados-Dibattista et al. 10.5194/cp-18-103-2022
- Lateglacial and Holocene sedimentary dynamics in northwestern Baffin Bay as recorded in sediment cores from Cape Norton Shaw Inlet (Nunavut, Canada) N. Stevenard et al. 10.1111/bor.12575
- Learning from the past: Impact of the Arctic Oscillation on sea ice and marine productivity off northwest Greenland over the last 9,000 years A. Limoges et al. 10.1111/gcb.15334
- Past Warmth and Its Impacts During the Holocene Thermal Maximum in Greenland Y. Axford et al. 10.1146/annurev-earth-081420-063858
- Characterization of organic matter in marine sediments to estimate age offset of bulk radiocarbon dating K. Hansen et al. 10.1016/j.quageo.2021.101242
- Holocene variability in sea‐ice conditions in the eastern Baffin Bay‐Labrador Sea – A north–south biomarker transect study J. Saini et al. 10.1111/bor.12583
- Evidence for influx of Atlantic water masses to the Labrador Sea during the Last Glacial Maximum M. Seidenkrantz et al. 10.1038/s41598-021-86224-z
Latest update: 18 Apr 2024
Short summary
In this study, we present RainNet, a deep convolutional neural network for radar-based precipitation nowcasting, which was trained to predict continuous precipitation intensities at a lead time of 5 min. RainNet significantly outperformed the benchmark models at all lead times up to 60 min. Yet an undesirable property of RainNet predictions is the level of spatial smoothing. Obviously, RainNet learned an optimal level of smoothing to produce a nowcast at 5 min lead time.
In this study, we present RainNet, a deep convolutional neural network for radar-based...
