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Julien Brajard

Senior Researcher

Nansen Environmental and Remote Sensing Center

Norway

Research Interests

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Professors in Norway Professors in Climate Science Climate Science professors in Norway

Articles (17)

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2025

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2023

Collaborators (14)

Hervé Demarcq

Institut de Recherche pour le Développement

FRANCE

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Arne Melsom

Senior scientist

Norwegian Meteorological Institute

NORWAY

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Laurent Bertino

Research Director

Nansen Environmental and Remote Sensing Center

NORWAY

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Jiping Xie

Nansen Environmental and Remote Sensing Center

NORWAY

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Roy El Hourany

Junior Professor

FRANCE

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François Counillon

Adjunct associate professor (20%)

University of Bergen

NORWAY

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Alexander Barth

University of Liege

BELGIUM

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Johannes Röhrs

Head of Division for Ocean and Ice

Norwegian Meteorological Institute

NORWAY

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Noel Keenlyside

University of Bergen

NORWAY

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Yiguo Wang

Senior researcher

Nansen Environmental and Remote Sensing Center

NORWAY

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Marc Bocquet

Senior researcher / Deputy director

École des Ponts ParisTech

FRANCE

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Richard Davy

Senior Researcher

Nansen Environmental and Remote Sensing Center

NORWAY

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Anton Korosov

senior researcher

Nansen Environmental and Remote Sensing Center

NORWAY

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Juan Cuesta

Full Professor

Institut Pierre-Simon Laplace

FRANCE

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Julien Brajard

Research Interests

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Articles (17)

Four-dimensional variational data assimilation with a sea-ice thickness emulator

Reconstruction of Arctic sea ice thickness (1992–2010) based on a hybrid machine learning and data assimilation approach

MET-AICE v1.0: an operational data-driven sea ice prediction system for the European Arctic

Predicting Atlantic and Benguela Niño events with deep learning

Warming and freshening coastal waters impact harmful algal bloom frequency in high latitudes

Improving dynamical climate predictions with machine learning: insights from a twin experiment framework

Correcting errors in seasonal Arctic sea ice prediction of Earth system models with machine learning

Ensemble reconstruction of missing satellite data using a denoising diffusion model: application to chlorophyll a concentration in the Black Sea

Monitoring the coastal–offshore water interactions in the Levantine Sea using ocean color and deep supervised learning

Improving short-term sea ice concentration forecasts using deep learning

Machine learning for the physics of climate

Probabilistic models for harmful algae: application to the Norwegian coast

Adaptation of a Neuro-Variational Algorithm from SeaWiFS to MODIS-Aqua Sensor for the Determination of Atmospheric and Oceanic Variables

Enhancing Seasonal Forecast Skills by Optimally Weighting the Ensemble from Fresh Data

Forecasting harmful algae blooms: Application to Dinophysis acuminata in northern Norway

Machine Learning-Based Improvement of Aerosol Optical Depth from CHIMERE Simulations Using MODIS Satellite Observations

Systematic Bias Correction in Ocean Mesoscale Forecasting Using Machine Learning

Collaborators (14)

Hervé Demarcq

Arne Melsom

Laurent Bertino

Jiping Xie

Roy El Hourany

François Counillon

Alexander Barth

Johannes Röhrs

Noel Keenlyside

Yiguo Wang

Marc Bocquet

Richard Davy

Anton Korosov

Juan Cuesta

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