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Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: a case study with the Lorenz 96 model.
- Published in:
- Geoscientific Model Development Discussions, 2019, p. 1, doi. 10.5194/gmd-2019-136
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- Article
Lagrangian transport across the upper Arctic waters in the Canada Basin.
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- Quarterly Journal of the Royal Meteorological Society, 2019, v. 145, n. 718, p. 76, doi. 10.1002/qj.3404
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- Article
Assimilation of semi‐qualitative observations with a stochastic ensemble Kalman filter.
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- Quarterly Journal of the Royal Meteorological Society, 2018, v. 144, n. 715, p. 1882, doi. 10.1002/qj.3381
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- Article
Assimilating Altimetry Data into a HYCOM Model of the Pacific: Ensemble Optimal Interpolation versus Ensemble Kalman Filter.
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- Journal of Atmospheric & Oceanic Technology, 2010, v. 27, n. 4, p. 753, doi. 10.1175/2009JTECHO626.1
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- Article
Parameterization of an Iceberg Drift Model in the Barents Sea.
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- Journal of Atmospheric & Oceanic Technology, 2009, v. 26, n. 10, p. 2216, doi. 10.1175/2009JTECHO678.1
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- Publication type:
- Article
Multivariate state and parameter estimation with data assimilation applied to sea-ice models using a Maxwell elasto-brittle rheology.
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- Cryosphere, 2024, v. 18, n. 5, p. 2381, doi. 10.5194/tc-18-2381-2024
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- Publication type:
- Article
Improving short-term sea ice concentration forecasts using deep learning.
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- Cryosphere, 2024, v. 18, n. 4, p. 2161, doi. 10.5194/tc-18-2161-2024
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- Article
Assimilation of satellite swaths versus daily means of sea ice concentration in a regional coupled ocean–sea ice model.
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- Cryosphere, 2024, v. 18, n. 4, p. 1597, doi. 10.5194/tc-18-1597-2024
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- Publication type:
- Article
Arctic sea ice data assimilation combining an ensemble Kalman filter with a novel Lagrangian sea ice model for the winter 2019–2020.
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- Cryosphere, 2023, v. 17, n. 4, p. 1735, doi. 10.5194/tc-17-1735-2023
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- Article
Combined influence of oceanic and atmospheric circulations on Greenland sea ice concentration.
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- Cryosphere, 2021, v. 15, n. 3, p. 1307, doi. 10.5194/tc-15-1307-2021
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- Article
Impact of assimilating a merged sea-ice thickness from CryoSat-2 and SMOS in the Arctic reanalysis.
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- Cryosphere, 2018, v. 12, n. 11, p. 3671, doi. 10.5194/tc-12-3671-2018
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- Publication type:
- Article
Medium-range predictability of early summer sea ice thickness distribution in the East Siberian Sea based on the TOPAZ4 ice-ocean data assimilation system.
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- Cryosphere, 2018, v. 12, n. 6, p. 2005, doi. 10.5194/tc-12-2005-2018
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- Publication type:
- Article
Impact of rheology on probabilistic forecasts of sea ice trajectories: application for search and rescue operations in the Arctic.
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- Cryosphere, 2018, v. 12, n. 3, p. 935, doi. 10.5194/tc-12-935-2018
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- Publication type:
- Article
Ensemble-based assimilation of fractional snow-covered area satellite retrievals to estimate the snow distribution at Arctic sites.
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- Cryosphere, 2018, v. 12, n. 1, p. 247, doi. 10.5194/tc-12-247-2018
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- Article
Benefits of assimilating thin sea ice thickness from SMOS into the TOPAZ system.
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- Cryosphere, 2016, v. 10, n. 6, p. 2745, doi. 10.5194/tc-10-2745-2016
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- Article
The impact of atmospheric and oceanic circulations on the Greenland Sea iceconcentration.
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- Cryosphere Discussions, 2020, p. 1, doi. 10.5194/tc-2020-127
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- Article
Medium-range predictability of early summer sea ice thickness distribution in the East Siberian Sea: Importance of dynamical and thermodynamic melting processes.
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- Cryosphere Discussions, 2018, p. 1, doi. 10.5194/tc-2018-25
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- Article
Probabilistic forecast using a Lagrangian sea ice model: application for search and rescue operations.
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- 2017
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- Abstract
Ensemble-based assimilation of fractional snow covered area satellite retrievals to estimate snow distribution at a high Arctic site.
- Published in:
- Cryosphere Discussions, 2017, p. 1, doi. 10.5194/tc-2017-109
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- Article
Data assimilation in the geosciences: An overview of methods, issues, and perspectives.
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- WIREs: Climate Change, 2018, v. 9, n. 5, p. 1, doi. 10.1002/wcc.535
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- Article
Assimilation of sea surface salinities from SMOS in an Arctic coupled ocean and sea ice reanalysis.
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- Ocean Science Discussions, 2022, p. 1, doi. 10.5194/egusphere-2022-660
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- Article
Sea-level variability and change along the Norwegian coast between 2003 and 2018 from satellite altimetry, tide gauges and hydrography.
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- Ocean Science Discussions, 2021, p. 1, doi. 10.5194/os-2021-55
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- Article
Freshwater in the Arctic Ocean 2010-2019.
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- 2020
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- Publication type:
- Abstract
Assimilation of sea surface salinities from SMOS in an Arctic coupled ocean and sea ice reanalysis.
- Published in:
- Ocean Science Discussions, 2020, p. 1, doi. 10.5194/egusphere-2022-660
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- Article
Super-resolution data assimilation.
- Published in:
- Ocean Dynamics, 2022, v. 72, n. 8, p. 661, doi. 10.1007/s10236-022-01523-x
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- Article
Analysis of the northern South China Sea counter-wind current in winter using a data assimilation model.
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- Ocean Dynamics, 2015, v. 65, n. 4, p. 523, doi. 10.1007/s10236-015-0817-y
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- Article
Forecasting search areas using ensemble ocean circulation modeling.
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- Ocean Dynamics, 2012, v. 62, n. 8, p. 1245, doi. 10.1007/s10236-012-0561-5
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- Publication type:
- Article
High-resolution ensemble forecasting for the Gulf of Mexico eddies and fronts.
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- Ocean Dynamics, 2009, v. 59, n. 1, p. 83, doi. 10.1007/s10236-008-0167-0
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- Article
Initial ensemble generation and validation for ocean data assimilation using HYCOM in the Pacific.
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- Ocean Dynamics, 2008, v. 58, n. 2, p. 81, doi. 10.1007/s10236-008-0133-x
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- Article
An Evaluation of the Performance of Sea Ice Thickness Forecasts to Support Arctic Marine Transport.
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- Journal of Marine Science & Engineering, 2022, v. 10, n. 2, p. N.PAG, doi. 10.3390/jmse10020265
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- Article
Surface and Interior Dynamics of Arctic Seas Using Surface Quasi-Geostrophic Approach.
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- Remote Sensing, 2023, v. 15, n. 7, p. 1722, doi. 10.3390/rs15071722
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- Article
Arctic Sea Level Budget Assessment during the GRACE/Argo Time Period.
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- Remote Sensing, 2020, v. 12, n. 17, p. 2837, doi. 10.3390/rs12172837
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- Article
An Evaluation of the EnKF vs. EnOI and the Assimilation of SMAP, SMOS and ESA CCI Soil Moisture Data over the Contiguous US.
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- Remote Sensing, 2019, v. 11, n. 5, p. 478, doi. 10.3390/rs11050478
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- Publication type:
- Article
Calibration of short-term sea ice concentration forecasts using deep learning.
- Published in:
- Cryosphere Discussions, 2023, p. 1, doi. 10.5194/egusphere-2023-2439
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- Publication type:
- Article
Multivariate state and parameter estimation with data assimilation on sea-ice models using a Maxwell-Elasto-Brittle rheology.
- Published in:
- Cryosphere Discussions, 2023, p. 1, doi. 10.5194/egusphere-2023-1809
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- Publication type:
- Article
Assimilation of satellite swaths versus daily means of sea ice concentration in a regional coupled ocean-sea ice model.
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- Cryosphere Discussions, 2023, p. 1, doi. 10.5194/tc-2023-115
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- Publication type:
- Article
The Arctic Front and its variability in the Norwegian Sea.
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- Ocean Science Discussions, 2019, p. 1, doi. 10.5194/os-2018-159
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- Publication type:
- Article
Evaluation of Arctic Ocean surface salinities from SMOS and two CMEMS reanalyses against in-situ data sets.
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- Ocean Science Discussions, 2019, p. 1, doi. 10.5194/os-2018-163
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- Article
Measuring currents, ice drift, and waves from space: the Sea Surface KInematics Multiscale monitoring (SKIM) concept.
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- Ocean Science Discussions, 2017, p. 1, doi. 10.5194/os-2017-65
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- Article
Quality assessment of the TOPAZ4 reanalysis in the Arctic over the period 1991-2013.
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- Ocean Science Discussions, 2016, p. 1, doi. 10.5194/os-2016-38
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- Publication type:
- Article
Assimilation of sea surface salinities from SMOS in an Arctic coupled ocean and sea ice reanalysis.
- Published in:
- Ocean Science, 2023, v. 19, n. 2, p. 269, doi. 10.5194/os-19-269-2023
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- Publication type:
- Article
Sea-level variability and change along the Norwegian coast between 2003 and 2018 from satellite altimetry, tide gauges, and hydrography.
- Published in:
- Ocean Science, 2022, v. 18, n. 2, p. 331, doi. 10.5194/os-18-331-2022
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- Publication type:
- Article
Freshwater in the Arctic Ocean 2010–2019.
- Published in:
- Ocean Science, 2021, v. 17, n. 4, p. 1081, doi. 10.5194/os-17-1081-2021
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- Publication type:
- Article
The Arctic Front and its variability in the Norwegian Sea.
- Published in:
- Ocean Science, 2019, v. 15, n. 6, p. 1729, doi. 10.5194/os-15-1729-2019
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- Publication type:
- Article
Evaluation of Arctic Ocean surface salinities from the Soil Moisture and Ocean Salinity (SMOS) mission against a regional reanalysis and in situ data.
- Published in:
- Ocean Science, 2019, v. 15, n. 5, p. 1191, doi. 10.5194/os-15-1191-2019
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- Publication type:
- Article
Measuring currents, ice drift, and waves from space: the Sea surface KInematics Multiscale monitoring (SKIM) concept.
- Published in:
- Ocean Science, 2018, v. 14, n. 3, p. 337, doi. 10.5194/os-14-337-2018
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- Publication type:
- Article
Quality assessment of the TOPAZ4 reanalysis in the Arctic over the period 1991-2013.
- Published in:
- Ocean Science, 2017, v. 13, n. 1, p. 123, doi. 10.5194/os-13-123-2017
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- Publication type:
- Article
Data assimilation as a learning tool to infer ordinary differential equation representations of dynamical models.
- Published in:
- Nonlinear Processes in Geophysics, 2019, v. 26, n. 3, p. 143, doi. 10.5194/npg-26-143-2019
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- Publication type:
- Article
CMEMS in support of Arctic research and vice-versa.
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- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Publication type:
- Article
Impact of the North Atlantic atmospheric circulation on the Northern European mean sea level.
- Published in:
- Geophysical Research Abstracts, 2019, v. 21, p. 1
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- Publication type:
- Article