Combining data assimilation and machine learning to infer unresolved scale parametrization von Brajard, Julien, Carrassi, Alberto, Bocquet, Marc, Bertino, Laurent

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Data assimilation as a learning tool to infer ordinary differential equation representations of dynamical models von Bocquet, Marc, Brajard, Julien, Carrassi, Alberto, Bertino, Laurent

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On the future navigability of Arctic sea routes: High-resolution projections of the Arctic Ocean and sea ice von Aksenov, Yevgeny, Popova, Ekaterina E., Yool, Andrew, Nurser, A.J. George, Williams, Timothy D., Bertino, Laurent, Bergh, Jon

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Wave–ice interactions in the marginal ice zone. Part 1: Theoretical foundations von Williams, Timothy D., Bennetts, Luke G., Squire, Vernon A., Dumont, Dany, Bertino, Laurent

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Detection and attribution of intra-annual mass component of sea-level variations along the Norwegian coast von Mangini, Fabio, Bonaduce, Antonio, Chafik, Léon, Raj, Roshin, Bertino, Laurent

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Impact of assimilating a merged sea-ice thickness from CryoSat-2 and SMOS in the Arctic reanalysis von Xie, Jiping, Counillon, Francois, Bertino, Laurent

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Wave–ice interactions in the marginal ice zone. Part 2: Numerical implementation and sensitivity studies along 1D transects of the ocean surface von Williams, Timothy D., Bennetts, Luke G., Squire, Vernon A., Dumont, Dany, Bertino, Laurent

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Ensemble-based assimilation of fractional snow-covered area satellite retrievals to estimate the snow distribution at Arctic sites von Aalstad, Kristoffer, Westermann, Sebastian, Schuler, Thomas Vikhamar, Boike, Julia, Bertino, Laurent

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Freshwater in the Arctic Ocean 2010–2019 von Solomon, Amy, Heuzé, Céline, Rabe, Benjamin, Bacon, Sheldon, Bertino, Laurent, Heimbach, Patrick, Inoue, Jun, Iovino, Doroteaciro, Mottram, Ruth, Zhang, Xiangdong, Aksenov, Yevgeny, McAdam, Ronan, Nguyen, An, Raj, Roshin P, Tang, Han

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Insights on multivariate updates of physical and biogeochemical ocean variables using an Ensemble Kalman Filter and an idealized model of upwelling von Yu, Liuqian, Fennel, Katja, Bertino, Laurent, Gharamti, Mohamad El, Thompson, Keith R.

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Quality assessment of the TOPAZ4 reanalysis in the Arctic over the period 1991–2013 von Xie, Jiping, Bertino, Laurent, Counillon, François, Lisæter, Knut A, Sakov, Pavel

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An Evaluation of the EnKF vs. EnOI and the Assimilation of SMAP, SMOS and ESA CCI Soil Moisture Data over the Contiguous US von Blyverket, Jostein, Hamer, Paul D., Bertino, Laurent, Albergel, Clément, Fairbairn, David, Lahoz, William A.

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Seasonal-to-decadal predictions with the ensemble Kalman filter and the Norwegian Earth System Model: a twin experiment von Counillon, Francois, Bethke, Ingo, Keenlyside, Noel, Bentsen, Mats, Bertino, Laurent, Zheng, Fei

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Measuring currents, ice drift, and waves from space: the Sea surface KInematics Multiscale monitoring (SKIM) concept von Ardhuin, Fabrice, Aksenov, Yevgueny, Benetazzo, Alvise, Bertino, Laurent, Brandt, Peter, Caubet, Eric, Chapron, Bertrand, Collard, Fabrice, Cravatte, Sophie, Delouis, Jean-Marc, Dias, Frederic, Dibarboure, Gérald, Gaultier, Lucile, Johannessen, Johnny, Korosov, Anton, Manucharyan, Georgy, Menemenlis, Dimitris, Menendez, Melisa, Monnier, Goulven, Mouche, Alexis, Nouguier, Frédéric, Nurser, George, Rampal, Pierre, Reniers, Ad, Rodriguez, Ernesto, Stopa, Justin, Tison, Céline, Ubelmann, Clément, van Sebille, Erik, Xie, Jiping

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GEROS-ISS: GNSS REflectometry, radio occultation, and scatterometry onboard the International Space Station von Wickert, Jens, Cardellach, Estel, Martín-Neira, Manuel, Bandeiras, J, Bertino, Laurent, Baltazar Andersen, Ole, Camps Carmona, Adriano José, Catarino, Nuno, Chapron, Bertrand, Fabra, Francisco, Floury, Nicolas, Foti, Giuseppe, Gommenginger, Christine, Hatton, Jason, Høeg, Peter, Jaggi, A, Lee, T, Li, Z, Hyuk, Park, Pierdicca, Nazzareno, Ressler, Gerhard, Rius, Antonio, Font-Rosselló, Josep, Saynisch, Jan, Soulat, François, Shum, C. K, Semmling, Maximilian, Sousa, Anna, Xie, Jiping, Zuffada, Cinzia

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The relationship between the eddy-driven jet stream and northern European sea level variability von Mangini, Fabio, Chafik, Léon, Madonna, Erica, Li, Camille, Bertino, Laurent, Nilsen, Jan Even Øie

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Evaluation of Arctic Ocean surface salinities from the Soil Moisture and Ocean Salinity (SMOS) mission against a regional reanalysis and in situ data von Xie, Jiping, Raj, Roshin P, Bertino, Laurent, Samuelsen, Annette, Wakamatsu, Tsuyoshi

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Assimilation of semi-qualitative sea ice thickness data with the EnKF-SQ: a twin experiment von Shah, Abhishek, Bertino, Laurent, Counillon, François, El Gharamti, Mohamad, Xie, Jiping

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Impact of rheology on probabilistic forecasts of sea ice trajectories: application for search and rescue operations in the Arctic von Rabatel, Matthias, Rampal, Pierre, Carrassi, Alberto, Bertino, Laurent, Jones, Christopher K. R. T

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Synthesis of Ocean Observations Using Data Assimilation for Operational, Real-Time and Reanalysis Systems: A More Complete Picture of the State of the Ocean von Moore, Andrew M., Martin, Matthew J., Akella, Santha, Arango, Hernan G., Balmaseda, Magdalena, Bertino, Laurent, Ciavatta, Stefano, Cornuelle, Bruce, Cummings, Jim, Frolov, Sergey, Lermusiaux, Pierre, Oddo, Paolo, Oke, Peter R., Storto, Andrea, Teruzzi, Anna, Vidard, Arthur, Weaver, Anthony T.

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