Laurent Bertino
Position
Guest researcher
Affiliation
Publications
Academic article
- Roshin Pappukutty Raj; Vidar Surén Lien; Sourav Chatterjee et al. (2026). Freshening of the Barents Sea during the recent decade and its impact on the outflow of dense waters. (external link)
- Jacqueline Boutin; Jean Luc Vergely; Stéphane Ferron et al. (2026). Beyond L-band: 0.4-2 GHz wideband radiometry for observing surface salinity in cold seawater. (external link)
- G. De Cillis; Alberto Carrassi; Julien Brajard et al. (2026). Hybrid physics–data-driven modeling for sea ice thermodynamics and transfer learning. (external link)
- Jiping Xie; Yue Ying; Richard Alan John Davy et al. (2026). Impact of data assimilation on Arctic sea-ice thickness variability and its coupling with atmospheric forcing. (external link)
- Giovanni Macelloni; Kenneth C. Jezek; Marco Brogioni et al. (2026). Wideband Radiometry From P to S Band for Monitoring Polar Regions. (external link)
- Aina Garcia-Espriu; Veronica Gonzalez-Gambau; Estrella Olmedo et al. (2026). ESA Arctic+ Salinity Product v4: Enhanced Retrievals Near the Ice-Edge.. (external link)
- Charlotte Durand; Tobias Sebastian Finn; Alban Farchi et al. (2025). Four-dimensional variational data assimilation with a sea-ice thickness emulator. (external link)
- Fernando Mendonça; Flávio Martins; Laurent Bertino (2025). Design of an Observing System Simulation Experiment for the Operational Model of the Southwestern Coast of Iberia (SOMA). (external link)
- Leo Edel; Jiping Xie; Anton Korosov et al. (2025). Reconstruction of Arctic sea ice thickness (1992-2010) based on a hybrid machine learning and data assimilation approach. (external link)
- S. Ciavatta; P. Lazzari; E. Alvarez et al. (2025). Control of simulated ocean ecosystem indicators by biogeochemical observations. (external link)
- Matthew J. Martin; Ibrahim Hoteit; Laurent Pierre Vincent Bertino et al. (2025). Data assimilation schemes for ocean forecasting: state of the art.. (external link)
- Laurent Pierre Vincent Bertino; Patrick Heimback; Ed Blockley et al. (2025). Numerical models for monitoring and forecasting sea ice: a short description of present status. (external link)
- Jelmer Jeuring; Eirik Mikal Samuelsen; Machiel Lamers et al. (2024). Map-Based Ensemble Forecasts for Maritime Operations: An Interactive Usability Assessment with Decision Scenarios. (external link)
- Yumeng Chen; Polly Smith; Alberto Carrassi et al. (2024). Multivariate state and parameter estimation with data assimilation applied to sea-ice models using a Maxwell elasto-brittle rheology. (external link)
- Cyril Palerme; Thomas Lavergne; Jozef Rusin et al. (2024). Improving short-term sea ice concentration forecasts using deep learning. (external link)
- Marina Durán Moro; Ann Kristin Sperrevik; Thomas Lavergne et al. (2024). Assimilation of satellite swaths versus daily means of sea ice concentration in a regional coupled ocean–sea ice model. (external link)
- Simon Driscoll; Alberto Carrassi; Julien Brajard et al. (2024). Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks. (external link)
- Fanjul Alvarez; S. Ciliberti; J. Pearlman et al. (2024). Promoting best practices in ocean forecasting through an Operational Readiness Level. (external link)
- Sebastien Jean-Claude Barthelemy; Francois Stephane Counillon; Julien Brajard et al. (2024). Hybrid covariance super-resolution data assimilation. (external link)
- Stefania A. Ciliberti; Enrique Alvarez Fanjul; Jay Pearlman et al. (2023). Evaluation of operational ocean forecasting systems from the perspective of the users and the experts.. (external link)
- Carolina Gabarró; Nick Hughes; Jeremy Wilkinson et al. (2023). Improving satellite-based monitoring of the polar regions: Identification of research and capacity gaps. (external link)
- Jiping Xie; Roshin Pappukutty Raj; Laurent Bertino et al. (2023). Assimilation of sea surface salinities from SMOS in an Arctic coupled ocean and sea ice reanalysis. (external link)
- Fabio Mangini; Antonio Bonaduce; Leon Chafik et al. (2023). Detection and attribution of intra-annual mass component of sea-level variations along the Norwegian coast. (external link)
- Marta Umbert; Eva De-Andrés; Rafael Gonçalves-Araujo et al. (2023). Surface and Interior Dynamics of Arctic Seas Using Surface Quasi-Geostrophic Approach. (external link)
- Sophie Mauran; Sandrine Mouysset; Ehouarn Simon et al. (2023). A Kernel Extension of the Ensemble Transform Kalman Filter. (external link)
- Sukun Cheng; Yumeng Chen; Ali Aydogdu et al. (2023). Arctic sea ice data assimilation combining an ensemble Kalman filter with a novel Lagrangian sea ice model for the winter 2019-2020. (external link)
- Yue Ying; Jeffrey Anderson; Laurent Bertino (2023). Improving Vortex Position Accuracy with a New Multiscale Alignment Ensemble Filter. (external link)
- Justino Martinez; Carolina Gabarró; Antonio Turiel et al. (2022). Improved BEC SMOS Arctic Sea Surface Salinity product v3.1. (external link)
- Takuya Nakanowatari; Jiping Xie; Laurent Bertino et al. (2022). Ensemble forecast experiments of summertime sea ice in the Arctic Ocean using the TOPAZ4 ice-ocean data assimilation system. (external link)
- Sebastien Jean-Claude Barthelemy; Julien Brajard; Laurent Bertino et al. (2022). Super-resolution data assimilation. (external link)
- Tarkan Aslan Bilge; Nicolas Fournier; Davi Mignac et al. (2022). An evaluation of the performance of sea ice thickness forecasts to support arctic marine transport. (external link)
- Vidar Surén Lien; Signe Aaboe; Emily Down et al. (2022). Section 4.2. Oceanic response to the 2020 Siberian heatwave In: Copernicus Ocean State Report, issue 6.. (external link)
- Fabio Mangini; Leon Martin Chafik; Antonio Bonaduce et al. (2022). Sea-level variability and change along the Norwegian coast between 2003 and 2018 from satellite altimetry, tide gauges, and hydrography. (external link)
- Fabio Mangini; Léon Chafik; Erica Madonna et al. (2021). The relationship between the eddy-driven jet stream and northern European sea level variability. (external link)
- Sourav Chatterjee; Roshin Pappukutty Raj; Laurent Bertino et al. (2021). Combined influence of oceanic and atmospheric circulations on Greenland sea ice concentration.. (external link)
- Julien Brajard; Alberto Carrassi; Marc Bocquet et al. (2021). Combining data assimilation and machine learning to infer unresolved scale parametrization. (external link)
- Amy Solomon; Céline Heuzé; Benjamin Rabe et al. (2021). Freshwater in the Arctic Ocean 2010-2019. (external link)
- Roshin Pappukutty Raj; Ole Baltazar Andersen; Johnny Andre Johannessen et al. (2020). Arctic sea level budget assessment during the GRACE/Argo time period. (external link)
- Sukun Cheng; Ali Aydoğdu; Pierre Rampal et al. (2020). Probabilistic Forecasts of Sea Ice Trajectories in the Arctic: Impact of Uncertainties in Surface Wind and Ice Cohesion. (external link)
- K. von Schuckmann; Pierre-Yves Le Traon; Neville Smith et al. (2020). Copernicus Marine Service Ocean State Report, issue 4. (external link)
- Julien Brajard; Alberto Carrassi; Marc Bocquet et al. (2020). Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: A case study with the Lorenz 96 model. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Laurent Bertino (2020). Evaluating satellite retrieved fractional snow-covered area at a high-Arctic site using terrestrial photography. (external link)
- Marc Bocquet; Julien Brajard; Alberto Carrassi et al. (2020). Bayesian inference of chaotic dynamics by merging data assimilation, machine learning and expectation-maximization. (external link)
- Sourav Chatterjee; Roshin Pappukutty Raj; Laurent Bertino et al. (2020). The impact of atmospheric and oceanic circulations on the Greenland Sea iceconcentration. (external link)
- Jiping Xie; Marc de Vos; Laurent Bertino et al. (2020). Impact of assimilating altimeter data on eddy characteristics in the South China Sea. (external link)
- Roshin Pappukutty Raj; Sourav Chatterjee; Laurent Bertino et al. (2019). The Arctic Front and its variability in the Norwegian Sea. (external link)
- Jostein Blyverket; Paul David Hamer; Laurent Bertino et al. (2019). An Evaluation of the EnKF vs. EnOI and the Assimilation of SMAP, SMOS and ESA CCI Soil Moisture Data over the Contiguous US. (external link)
- Alfatih Ali; Kai Håkon Christensen; Øyvind Breivik et al. (2019). A comparison of Langmuir turbulence parameterizations and key wave effects in a numerical model of the North Atlantic and Arctic Oceans. (external link)
- Jiping Xie; Roshin Pappukutty Raj; Laurent Bertino et al. (2019). Evaluation of Arctic Ocean surface salinities from the Soil Moisture and Ocean Salinity (SMOS) mission against a regional reanalysis and in situ data. (external link)
- Andrew M. Moore; Matthew J. Martin; Akella Santha et al. (2019). Synthesis of ocean observations using data assimilation for operational, real-time and reanalysis systems: a more complete picture of the state of the ocean. (external link)
- Abhishek Shah; Laurent Bertino; Francois Counillon et al. (2019). Assimilation of semi-qualitative sea ice thickness data with the EnKF-SQ: a twin experiment. (external link)
- Marc Bocquet; Julien Brajard; Alberto Carrassi et al. (2019). Data assimilation as a learning tool to infer ordinary differential equation representations of dynamical models. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Thomas Schuler et al. (2018). Ensemble-based assimilation of fractional snow-covered area satellite retrievals to estimate the snow distribution at Arctic sites. (external link)
- LiuQian Yu; Katja Fennel; Laurent Bertino et al. (2018). Insights on multivariate updates of physical and biogeochemical ocean variables using an Ensemble Kalman Filter and an idealized model of upwelling. (external link)
- Sourav Chatterjee; Roshin Pappukutty Raj; Laurent Bertino et al. (2018). Role of Greenland sea gyre circulation on Atlantic water temperature variability in the Fram Strait. (external link)
- Takuya Nakanowatari; Jun Inoue; Kazutoshi Sato et al. (2018). Medium-range predictability of early summer sea ice thickness distribution in the East Siberian Sea based on the TOPAZ4 ice–ocean data assimilation system. (external link)
- Jiping Xie; Francois Counillon; Laurent Bertino (2018). Impact of assimilating a merged sea-ice thickness from CryoSat-2 and SMOS in the Arctic reanalysis. (external link)
- Fabrice Ardhuin; Yevgueny Aksenov; Alvise Benetazzo et al. (2018). Measuring currents, ice drift, and waves from space: the Sea Surface KInematics Multiscale monitoring (SKIM) concept. (external link)
- Francisco Balibrea-Iniesta; Jiping Xie; Victor Garcia-Garrido et al. (2018). Lagrangian transport across the upper Arctic waters in the Canadian Basin. (external link)
- Roshin Pappukutty Raj; Jan Even Øie Nilsen; Johnny Andre Johannessen et al. (2018). Quantifying Atlantic Water transport to the Nordic Seas by remote sensing. (external link)
- Abhishek Shah; Mohamad El Gharamti; Laurent Bertino (2018). Assimilation of semi-qualitative observations with a stochasticensemble Kalman filter. (external link)
- Jiping Xie; Laurent Bertino; Estel Cardellach et al. (2018). An OSSE evaluation of the GNSS-R altimetry data for the GEROS-ISS mission as a complement to the existing observational networks. (external link)
- Matthias Rabatel; Pierre Rampal; Alberto Carrassi et al. (2018). Impact of rheology on probabilistic forecasts of sea ice trajectories: Application for search and rescue operations in the Arctic. (external link)
- Mohamad El Gharamti; Annette Samuelsen; Laurent Bertino et al. (2017). Online tuning of ocean biogeochemical model parameters using ensemble estimation techniques: Application to a one-dimensional model in the North Atlantic. (external link)
- Yevgeny Aksenov; Ekaterina E. Popova; Andrew Yool et al. (2017). On the future navigability of Arctic sea routes: High-resolution projections of the Arctic Ocean and sea ice. (external link)
- Mohamad El Gharamti; Jerry Tjiputra; Ingo Bethke et al. (2017). Ensemble data assimilation for ocean biogeochemical state and parameter estimation at different sites. (external link)
- Jiping Xie; Laurent Bertino; Knut Arild Lisæter et al. (2017). Quality assessment of the TOPAZ4 reanalysis in the Arctic over the period 1991-2013. (external link)
- Mary Swapna George; Porathur Vareed Joseph; Kochuparampil Ajith Joseph et al. (2017). The cold pool of the Bay of Bengal and its association with the break phase of the Indian summer monsoon. (external link)
- Jens Wickert; Estel Cardellach; Manuel Martín-Neira et al. (2016). GEROS-ISS: GNSS REflectometry, Radio Occultation, and Scatterometry Onboard the International Space Station. (external link)
- Vidar Surén Lien; Solfrid Sætre Hjøllo; Morten D. Skogen et al. (2016). An assessment of the added value from data assimilation on modelled Nordic Seas hydrography and ocean transports. (external link)
- Jiping Xie; Francois Counillon; Laurent Bertino et al. (2016). Benefits of assimilating thin sea ice thickness from SMOS into the TOPAZ system. (external link)
- Yiguo Wang; Francois Counillon; Laurent Bertino (2016). Alleviating the bias induced by the linear analysis update with an isopycnal ocean model. (external link)
- Maria Tonani; Magdalena Balmaseda; Laurent Bertino et al. (2015). Status and future of global and regional ocean prediction systems. (external link)
- Patrick Raanes; Alberto Carrassi; Laurent Bertino (2015). Extending the square root method to account for additive forecast noise in ensemble methods. (external link)
- M. Gehlen; R. Barciela; Laurent Bertino et al. (2015). Building the capacity for forecasting marine biogeochemistry and ecosystems: recent advances and future developments. (external link)
- Ehouarn Simon; Annette Samuelsen; Laurent Bertino et al. (2015). Experiences in multiyear combined state-parameter estimation with an ecosystem model of the North Atlantic and Arctic Oceans using the Ensemble Kalman Filter. (external link)
- M.J. Martin; M. Balmaseda; Laurent Bertino et al. (2015). Status and future of data assimilation in operational oceanography. (external link)
- Jiping Xie; Jiang Zhu; Laurent Bertino et al. (2015). Analysis of the northern South China Sea counter-wind current in winter using a data assimilation model. (external link)
- Morgan Gray; Cyril Petit; Sergey Rodionov et al. (2014). Local ensemble transform Kalman filter, a fast non-stationary control law for adaptive optics on ELTs: theoretical aspects and first simulation results. (external link)
- Johnny Andre Johannessen; Roshin Pappukutty Raj; Jan Even Øie Nilsen et al. (2014). Toward Improved Estimation of the Dynamic Topography and Ocean Circulation in the High Latitude and Arctic Ocean: The Importance of GOCE. (external link)
- Francois Counillon; Ingo Bethke; Noel Keenlyside et al. (2014). Seasonal-to-decadal predictions with the ensemble kalman filter and the Norwegian earth System Model: A twin experiment. (external link)
- Timothy Williams; Luke Bennetts; Vernon Squire et al. (2013). Wave–ice interactions in the marginal ice zone. Part 2: Numerical implementation and sensitivity studies along 1D transects of the ocean surface. (external link)
- Timothy Williams; Luke Bennetts; Vernon Squire et al. (2013). Wave-ice interactions in the marginal ice zone. Part 1: Theoretical foundations. (external link)
Academic book chapter
- Fabio Mangini; Antonio Bonaduce; L. Chafik et al. (2022). Detection and attribution of manometric sea-level variations along the Norwegiancoast osing GRACE mascon solutions.. (external link)
- Yevgeny Aksenov; Stefanie Rynders; Danny L. Feltham et al. (2022). Safer Operations in Changing Ice-Covered Seas: Approaches and Perspectives. (external link)
- Laurent Bertino; Ed Blockley; Johnny Andre Johannessen et al. (2022). Sea Ice Modelling. (external link)
- Elodie Gutkneckt; Laurent Bertino; Pierre Brasseur et al. (2022). Biogeochemical Modelling. (external link)
- Laurent Bertino; A. Ali; Ana Carrasco et al. (2021). The Arctic marine forecasting center in the first Copernicus period. (external link)
- Laurent Bertino; Jiping Xie (2020). Operational Forecasting of Sea Ice in the Arctic Using TOPAZ system. (external link)
- Julien Brajard; Mark Bocquet; Alberto Carrassi et al. (2019). Connections between data assimilation and machine learning to emulate a numerical model.. (external link)
- Mark Buehner; Laurent Bertino; Alain Caya et al. (2017). Sea ice data assimilation. (external link)
- Tom Carrieres; Alain Caya; Pam Posey et al. (2017). Automated Sea Ice Prediction Systems. (external link)
- Bruce Hackett; Laurent Bertino; Lars-Anders Breivik et al. (2014). Monitoring and forecasting the Arctic Ocean: Norway and MyOcean. (external link)
- Stein Sandven; Hanne Sagen; Laurent Bertino et al. (2014). The Fram Strait integrated observing and modelling system. (external link)
Academic literature review
- Detlef Stammer; Daniel E. Amrhein; Magdalena Alonso Balmaseda et al. (2024). Earth System Reanalysis in Support of Climate Model Improvements. (external link)
- Gregory C. Smith; Richard Allard; Marcel Babin et al. (2019). Polar ocean observations: A critical gap in the observing system and its effect on environmental predictions from hours to a season. (external link)
- Yosuke Fujii; Elisabeth Rémy; Zuo Hao et al. (2019). Observing system evaluation based on ocean data assimilation and prediction systems: On-going challenges and future vision for designing/supporting ocean observational networks. (external link)
- Pierre-Yves Le Traon; Antonio Reppucci; Enrique Alvarez Fanjul et al. (2019). From observation to information and users: The Copernicus Marine Service Perspective. (external link)
- Alberto Carrassi; Marc Bocquet; Laurent Bertino et al. (2018). Data assimilation in the geosciences: An overview of methods, issues, and perspectives. (external link)
- Laurent Bertino; Marika M. Holland (2018). Coupled ice-ocean modeling and predictions. (external link)
Conference lecture
- Sebastien Jean-Claude Barthelemy; Francois Stephane Counillon; Julien Brajard et al. (2024). Hybrid covariance super-resolution data assimilation. (external link)
- Laurent Bertino; Marina Durán Moro; Daniel Befort et al. (2024). ACCIBERG - Arctic Cross-Copernicus forecast products for sea ice and icebergs. (external link)
- Laurent Bertino; Julien Brajard; Einar Olason et al. (2024). Machine Learning to reduce the costs of ensemble data assimilation in the context of Arctic Ocean forecasting. (external link)
- Jiping Xie; Laurent Bertino (2023). A new version of the ocean and sea-ice Arctic reanalysis. (external link)
- Timothy Williams; Anton Korosov; Laurent Bertino et al. (2023). Status and prospects for the neXtSIM-F CMEMS operational forecast. (external link)
- Yue Ying; Jeffery Anderson; Laurent Bertino (2022). Performance of the multiscale alignment ensemble filter in reducing vortex position errors.. (external link)
- Jiping Xie; Laurent Bertino (2022). TOPAZ4b: a new version of the ocean and sea-ice Arctic reanalysis. (external link)
- Jiping Xie; Roshin Pappukutty Raj; Laurent Bertino et al. (2021). Impacts of assimilating Arctic surface sea salinities from SMOS in a coupled ocean and sea ice reanalysis. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Norbert Pirk et al. (2021). Retrieving fractional snow-covered area from optical satellites using data assimilation. (external link)
- Kristoffer Aalstad; Esteban Alonso-Gonzalez; Varvara Bazilova et al. (2021). Unmixing satellite imagery using data assimilation to map snow and albedo. (external link)
- Kristoffer Aalstad; Esteban Alonso-Gonzalez; Laurent Bertino et al. (2021). Learning from Earth observations using data assimilation. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Joel Fiddes et al. (2020). Retrieving, validating, and assimilating fractional snow-covered area from emerging optical satellites for snow reanalysis. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Norbert Pirk et al. (2020). Constraining land surface models with emerging observations. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Joel Fiddes et al. (2020). Testing ensemble-based snow reanalysis in the Lakes basin using the ASO. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Joel Fiddes et al. (2019). Retrieving the depletion of snow-covered area from multiple optical satellite sensors with applications for SWE reanalysis. (external link)
- Alberto Dallolio; Laurent Bertino; Lukas Chrpa et al. (2019). Long-duration Autonomy for Open Ocean Exploration. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Laurent Bertino et al. (2018). Towards high-resolution Bayesian snow reconstruction in permafrost regions. (external link)
- Laurent Bertino; Pierre Rampal; Francois Counillon et al. (2018). Arctic sea ice (and icebergs) in a changing climate. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Logan Karsten et al. (2018). Ensemble-based reanalysis of the seasonal montane snowpack: Lessons from the ASO. (external link)
- Madlen Kimmritz; Francois Counillon; Cecilia M. Bitz et al. (2018). Optimised assimilation of sea ice concentration and implications for climate prediction. (external link)
- Annette Samuelsen; Caglar Yumruktepe; Tsuyoshi Wakamatsu et al. (2018). Applications and recent developments of the biogeochemical model in the TOPAZ forecasting system. (external link)
- Jostein Blyverket; Laurent Bertino; Paul David Hamer et al. (2018). Assimilation of SMOS Level 2 soil moisture retrievals for improved soil moisture estimates over northern latitudes. (external link)
- Jostein Blyverket; William A. Lahoz; Paul Hamer et al. (2018). Towards creating a ESA CCI Level 4 root zone soil moisture product using land surface data assimilation. (external link)
- Laurent Bertino; Jiping Xie; Annette Samuelsen et al. (2018). Using the Ensemble Kalman Filter for Arctic sea ice forecasting: towards a fully Lagrangian approach. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Thomas Schuler et al. (2017). Ensemble-based subgrid snow data assimilation. (external link)
- Arne Melsom; Laurent Bertino; Steinar Eastwood et al. (2017). Comprehensive validation of sea ice forecasts from a real-time operational ocean-ice model. (external link)
- Arne Melsom; Steinar Eastwood; Jiping Xie et al. (2017). Challenges in validating model results for multi-year ice. (external link)
- Csaba Anderlik; Ingo Bethke; Mats Bentsen et al. (2017). Hexagon@University of Bergen, Norway. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Thomas Schuler et al. (2017). Towards High-Resolution SWE Mapping in Permafrost Regions. (external link)
- Arne Melsom; Laurent Bertino; Arild Burud (2016). An operational validation system for real-time sea ice concentration forecasts in the Arctic. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Laurent Bertino (2016). An ensemble-based subgrid snow data assimilation framework applied to the southern Swiss alps. (external link)
- Hanne Sagen; Laurent Bertino; Jiping Xie (2015). Uncertainties in ocean modeling results. (external link)
- Francois Counillon; Ingo Bethke; Yiguo Wang et al. (2014). Seasonal-to-decadal prediction with NorCPM. (external link)
- Francois Counillon; Ingo Bethke; Yiguo Wang et al. (2014). Seasonal to decadal prediction with NorCPM. (external link)
- Francois Counillon; Ingo Bethke; Noel Keenlyside et al. (2014). Seasonal to decadal prediction with NorCPM. (external link)
- Laurent Bertino; Pierre Franqois Jaccard (2013). TUTORIAL 3 Operational Oceanography. (external link)
- Francois Counillon; Ingo Bethke; Noel Keenlyside et al. (2013). Seasonal-decadal prediction with the EnKF and NorESM: a twin experiment. (external link)
Conference poster
- Leo Edel; Jiping Xie; Julien Brajard et al. (2024). Reconstruction of Arctic sea ice thickness (1992-2010) based on a hybrid machine learning and data assimilation approach. (external link)
- Laurent Bertino; Rafael Catany (2024). Arctic surface salinity in Copernicus Marine Services what happened since October 2023?. (external link)
- Leo Edel; Jiping Xie; Julien Brajard et al. (2023). 11th International Workshop on Sea Ice Modelling, Assimilation, Observations, Predictions and Verification. (external link)
- Leo Edel; Jiping Xie; Julien Brajard et al. (2023). IGS Symposium on Sea Ice. (external link)
- Leo Edel; Jiping Xie; Julien Brajard et al. (2023). Reconstruction of Arctic sea ice thickness (1991-2010) based on a hybrid machine learning and data assimilation approach. (external link)
- Kristoffer Aalstad; Esteban Alonso-Gonzalez; Varvara Bazilova et al. (2021). Leveraging emerging Earth observations using data assimilation. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Logan Karsten et al. (2018). Snow history matching in mountainous terrain. (external link)
- Roshin Pappukutty Raj; Jan Even Øie Nilsen; Johnny Andre Johannessen et al. (2018). Quantifying Atlantic Water transport to the Nordic Seas by combined use of Gravimetry and Altimetry. (external link)
- Alfatih Omer Mohammed Ahmed Ali; Kai Håkon Christensen; Øyvind Breivik et al. (2018). Assessing the impact of surface waves on the North Atlantic and Nordic Seas simulations using HYCOM. (external link)
- Jostein Blyverket; Laurent Bertino; Paul David Hamer et al. (2018). Strongly coupled data assimilation (SCDA) of SMOS land surface brightness temperature in WRF using the EnKF. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Thomas Schuler et al. (2017). Towards High-Resolution SWE Mapping in Permafrost Regions. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Laurent Bertino (2016). An ensemble-based snow data assimilation framework. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Laurent Bertino (2016). An ensemble-based subgrid snow data assimilation framework. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Julia Boike et al. (2016). An ensemble-based snow data assimilation framework with applications to permafrost modeling. (external link)
Doctoral thesis (PhD)
- Fabio Mangini; Laurent Bertino; Jan Even Øie Nilsen et al. (2022). Sea-level change over the northern European continental shelf due to atmospheric and oceanic contributions. (external link)
- Kristoffer Aalstad; Sebastian Westermann; Laurent Bertino (2019). Ensemble-based retrospective analysis of the seasonal snowpack. (external link)
- Abhishek Shah; Laurent Bertino; Hans J. Skaug (2019). Stochastic data assimilation of observations with a detection limit. (external link)
- Patrick Raanes; Laurent Bertino; Geir Evensen et al. (2015). Improvements to Ensemble Methods for Data Assimilation in the Geosciences. (external link)
- Mary Swapna George; Ola M Johannessen; Laurent Bertino (2015). Modelling and observations of upwelling along the southwest coast of India and its intrusion into the Bay of Bengal, during summer monsoon. (external link)
Lecture
- Leo Edel; Jiping Xie; Anton Korosov et al. (2025). Reconstruction of Arctic sea ice thickness (1992-2010) based on a hybrid machine learning and data assimilation approach. (external link)
- Leo Edel; Jiping Xie; Anton Korosov et al. (2025). Reconstruction of Arctic sea ice thickness (1992-2010) based on a hybrid machine learning and data assimilation approach. (external link)
- Leo Edel; Jiping Xie; Julien Brajard et al. (2024). Reconstruction of Arctic sea ice thickness (1992-2010) based on a hybrid machine learning and data assimilation approach. (external link)
- Leo Edel; Jiping Xie; Anton Korosov et al. (2024). Reconstruction of Arctic sea ice thickness (1992-2010) based on a hybrid machine learning and data assimilation approach. (external link)
- Laurent Bertino; Raj Roshin Pappukutty; Jiping Xie et al. (2024). Freshwater fluxes from a modeling perspective. (external link)
- Laurent Bertino; Garric Giles; Vibeke Huess et al. (2024). White Ocean - Models. Results from 2023, plans for 2024. (external link)
- Leo Edel; Jiping Xie; Julien Brajard et al. (2023). Reconstruction of Arctic sea ice thickness (2000-2010) based on a hybrid machine learning and data assimilation approach. (external link)
- Leo Edel; Jiping Xie; Julien Brajard et al. (2023). A reconstruction of Arctic sea ice thickness (2000-2010) based on a hybrid machine learning and data assimilation approach. (external link)
- Laurent Bertino; Florian Geyer (2022). Møt forskere fra Nansen Environmental and Remote Sensing Center på VilVite. (external link)
- Sebastien Jean-Claude Barthelemy; Julien Brajard; Laurent Bertino et al. (2021). Super-resolution data assimilation. (external link)
- Sebastien Jean-Claude Barthelemy; Julien Brajard; Laurent Bertino et al. (2021). Super-resolution data assimilation. (external link)
- Sebastien Jean-Claude Barthelemy; Julien Brajard; Laurent Bertino et al. (2021). Super-resolution data assimilation. (external link)
- Sebastien Jean-Claude Barthelemy; Julien Brajard; Laurent Bertino et al. (2021). Super-resolution data assimilation. (external link)
- Sebastien Jean-Claude Barthelemy; Julien Brajard; Laurent Bertino et al. (2021). Super-resolution data assimilation. (external link)
- Sebastien Jean-Claude Barthelemy; Julien Brajard; Laurent Bertino et al. (2021). Super-resolution data assimilation. (external link)
- Laurent Bertino (2018). Using the Ensemble Kalman Filter for Arctic sea ice forecasting: towards a fully Lagrangian approach. (external link)
- Kristoffer Aalstad; Laurent Bertino; Sebastian Westermann (2016). An ensemble-based subgrid snow data assimilation framework. (external link)
- Laurent Bertino; Vidar Surén Lien (2016). Monitoring & Forecasting Center for Arctic - Acceptance Review. (external link)
- Vidar Surén Lien; Laurent Bertino; Jiping Xie et al. (2016). ARCMFC Multi Year Products. (external link)
- Vidar Surén Lien; Laurent Bertino; Jiping Xie et al. (2016). ARCMFC CMEMS Annual Operations Review Multi Year Products Coordination. (external link)
Media interview
- Laurent Bertino (2022). Skip kan få langtidsvarsel for sjøis. (external link)
- Laurent Bertino (2022). Skip kan få langtidsvarsel for sjøis. (external link)
- Laurent Bertino (2022). Skal varsle sjøis. (external link)
- Laurent Bertino (2021). Une équipe de l’UQAR s'intéresse à une lettre qui proviendrait du Titanic (UQAR team takes an interest in a letter believed to have come from the Titanic). (external link)
- Laurent Bertino (2021). Letters sent from the Titanc to researchers in Rimouski?. (external link)
- Laurent Bertino (2018). “Last Sea Ice Area” in the Arctic Breaks Up. (external link)
- Laurent Bertino (2018). Slik vet vi at satellittene måler riktig. (external link)
- Laurent Bertino (2016). - Før var utfordringen tykk is, nå er det drivende is. (external link)
- Laurent Bertino (2016). - Før var utfordringen tykk is, nå er det drivende is. (external link)
- Laurent Bertino (2016). - Før var utfordringen tykk is, nå er det drivende is. (external link)
Non-fiction book chapter
Research report
- François Challet; Florian Geyer; Laurent Bertino et al. (2022). Oceanography of the Fram Strait - Improving general understanding and modelsthrough the use of mooring interpolation products. (external link)
- Pierre-Yves Le Traon; V. Abadie; A. Ali et al. (2021). Summary of 57th Mercator Ocean Journal Issue: Copernicus Marine Service Achievements 2015 - 2021. (external link)
- Laurent Bertino; Thomas Lavergne; Michael Gauss et al. (2020). Kepler Deliverable Report D5.1:Synthesis on the visions of the evolution of the Copernicus services.. (external link)
- Lasse H Pettersson; Laurent Bertino; Johnny Andre Johannessen (2020). Copernicus marine tjenester og Miljødirektoratets Økokyst- og Havforsuringsprogrammer.. (external link)
- Laurent Bertino; Timothy Williams; Mohamed Babiker et al. (2017). SWARP - Ships and Wawes Reaching Polar Regions. D5.1 Validation Reports. (external link)
- Laurent Bertino; Bjørn Åge Hjøllo (2017). SWARP - Ships and Wawes Reaching Polar Regions. D7.4 Business plan beyond the project duration. (external link)
- Sebastien Billeau; Francois Counillon; Noel Keenlyside et al. (2016). IMPACT OF CHANGING THE ASSIMILATION CYCLE: CENTERED VS STAGGERED, SNAPSHOT VS MONTHLY AVERAGED. (external link)
- Florian Geyer; Laurent Bertino (2014). Projected ice conditions in the East Siberian Sea. Deliverable 2 report. Terra Orbit AS Technical Report no. 01/2014.. (external link)
- Christoph Renkl; Francois Counillon; Laurent Bertino (2014). Validation of the 20-year TOPAZ4 Reanalysis. (external link)
- Nicolas Finck; Francois Counillon; Laurent Bertino et al. (2013). Validation of sea ice quantities of TOPAZ for the period 1990-2010. (external link)
- Florian Geyer; Natalia Ivanova; Laurent Bertino (2013). Projected ice conditions in the East Siberian Sea. Deliverable 1 report. Terra Orbit AS Technical Report no. 01/2013.. (external link)
- Niklas Johansson; Karin Wiberg; Laurent Bertino et al. (2013). Evaluation of "Tilførselsprogrammet" - Programme for monitoring and modelling of contaminant loads and levels in Norwegian marine areas. (external link)