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J

Julien Brajard

nansen environmental & remote sensing center (nersc)

17H指数
149论文数
1.5K被引数
收录论文 22
发表时间
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MET-AICE v1.0: an operational data-driven sea ice prediction system for the European Arctic
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2025-12-08
err0
errOAAI
errPalerme, Cyril; Rohrs, Johannes; Lavergne, Thomas; Rusin, Jozef; Kvanum, Are Frode; Macdonald Sorensen, Atle; Melsom, Arne; Brajard, Julien; Idzanovic, Martina; Duran Moro, Marina; Muller, Malte
err分享
err收藏
Improving dynamical climate predictions with machine learning: insights from a twin experiment framework
errNonlinear Processes in Geophysics
IF2.4
err2025-10-20
err0
errOAAI
errHe, Zikang; Brajard, Julien; Wang, Yiguo; Wang, Xidong; Shen, Zheqi
err分享
err收藏
Four-dimensional variational data assimilation with a sea-ice thickness emulator
errCRYOSPHERE
IF4.2
err2025-01-01
err0
PREAI
errDurand, Charlotte; Finn, Tobias Sebastian; Farchi, Alban; Bocquet, Marc; Brajard, Julien; Bertino, Laurent
err分享
err收藏
Monitoring the coastal-offshore water interactions in the Levantine Sea using ocean color and deep supervised learning
errOCEAN SCIENCE
IF3.3
err2024-12-18
err0
errOAAI
errBaaklini, Georges; Brajard, Julien; Issa, Leila; Fifani, Gina; Mortier, Laurent; El Hourany, Roy
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err收藏
Ensemble reconstruction of missing satellite data using a denoising diffusion model: application to chlorophyll a concentration in the Black Sea
errOCEAN SCIENCE
IF3.3
err2024-12-02
err0
errOAAI
errBarth, Alexander; Brajard, Julien; Alvera-Azcarate, Aida; Mohamed, Bayoumy; Troupin, Charles; Beckers, Jean-Marie
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Parameter sensitivity analysis of a sea ice melt pond parametrisation and its emulation using neural networks
errnature computational science
IF3.7
err2024-07-01
err1
errOAAI
errDriscoll, Simon; Carrassi, Alberto; Brajard, Julien; Bertino, Laurent; Bocquet, Marc; Olason, Einar Orn
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err收藏
Enhancing Seasonal Forecast Skills by Optimally Weighting the Ensemble from Fresh Data通过根据新数据对集合进行最佳加权来增强季节性预测技能
errWEATHER AND FORECASTING
IF3.1
err2023-08-01
err1
errOAAI
errBrajard, Julien; Counillon, Francois; Wang, Yiguo; Kimmritz, Madlen
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Forecasting harmful algae blooms: Application to Dinophysis acuminata in northern Norway
errHARMFUL ALGAE
IF4.5
err2023-07-01
err14
errOAAI
errSilva, Edson; Counillon, Franois; Brajard, Julien; Pettersson, Lasse H.; Naustvoll, Lars
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Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review具有动态系统数据同化和不确定性量化的机器学习: 综述
errIEEE-CAA JOURNAL OF AUTOMATICA SINICA
IF19.2
err2023-06-01
err66
errOAAI
errCheng, Sibo; Quilodran-Casas, Cesar; Ouala, Said; Farchi, Alban; Liu, Che; Tandeo, Pierre; Fablet, Ronan; Lucor, Didier; Iooss, Bertrand; Brajard, Julien; Xiao, Dunhui; Janjic, Tijana; Ding, Weiping; Guo, Yike; Carrassi, Alberto; Bocquet, Marc; Arcucci, Rossella
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Surface circulation properties in the eastern Mediterranean emphasized using machine learning methods
errOCEAN SCIENCE
IF3.3
err2022-10-20
err3
errOAAI
errBaaklini, Georges; El Hourany, Roy; Fakhri, Milad; Brajard, Julien; Issa, Leila; Fifani, Gina; Mortier, Laurent
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Blending drifters and altimetric data to estimate surface currents: Application in the Levantine Mediterranean and objective validation with different data types
errOCEAN MODELLING
IF2.9
err2021-10-01
err8
errOAAI
errBaaklini, Georges; Issa, Leila; Fakhri, Milad; Brajard, Julien; Fifani, Gina; Menna, Milena; Taupier-Letage, Isabelle; Bosse, Anthony; Mortier, Laurent
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Bridging observations, theory and numerical simulation of the ocean using machine learning使用机器学习桥接海洋的观测，理论和数值模拟
errENVIRONMENTAL RESEARCH LETTERS
IF5.6
err2021-07-22
err78
errOAAI
errSonnewald, Maike; Lguensat, Redouane; Jones, Daniel C.; Dueben, Peter D.; Brajard, Julien; Balaji, V
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Combining data assimilation and machine learning to infer unresolved scale parametrization
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2021-02-15
err88
errOAAI
errBrajard, Julien; Carrassi, Alberto; Bocquet, Marc; Bertino, Laurent
err分享
err收藏
Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: A case study with the Lorenz 96 model
errnature computational science
IF3.7
err2020-07-01
err152
errOAAI
errBrajard, Julien; Carrassi, Alberto; Bocquet, Marc; Bertino, Laurent
err分享
err收藏
Estimation of phytoplankton pigments from ocean-color satellite observations in the Senegalo-Mauritanian region by using an advanced neural classifier
errOCEAN SCIENCE
IF3.3
err2020-04-24
err4
errOAAI
errYala, Khalil; Niang, N'Deye; Brajard, Julien; Mejia, Carlos; Ouattara, Mory; El Hourany, Roy; Crepon, Michel; Thiria, Sylvie
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Variational assimilation of land surface temperature within the ORCHIDEE Land Surface Model Version 1.2.6
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2017-01-06
err7
errOAAI
errPinjosovsky, Hector Simon Benavides; Thiria, Sylvie; Ottle, Catherine; Brajard, Julien; Badran, Fouad; Maugis, Pascal
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Modelling surface currents in the Eastern Levantine Mediterranean using surface drifters and satellite altimetry
errOCEAN MODELLING
IF2.9
err2016-08-01
err5
errOAAI
errIssa, Leila; Brajard, Julien; Fakhri, Milad; Hayes, Daniel; Mortier, Laurent; Poulain, Pierre-Marie
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Inferring the seasonal evolution of phytoplankton groups in the Senegalo-Mauritanian upwelling region from satellite ocean-color spectral measurements
errJOURNAL OF GEOPHYSICAL RESEARCH-OCEANS
IF3.4
err2015-09-30
err16
errOAAI
errFarikou, O.; Sawadogo, S.; Niang, A.; Diouf, D.; Brajard, J.; Mejia, C.; Dandonneau, Y.; Gasc, G.; Crepon, M.; Thiria, S.
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err收藏
Retrieving aerosol characteristics and sea-surface chlorophyll from satellite ocean color multi-spectral sensors using a neural-variational method
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2013-03-01
err15
PREAI
errDiouf, D.; Niang, A.; Brajard, J.; Crepon, M.; Thiria, S.
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Atmospheric correction of MERIS data for case-2 waters using a neuro-variational inversion使用神经变分反演对案例2水域的MERIS数据进行大气校正
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2012-11-01
err41
errOAAI
errBrajard, Julien; Santer, Richard; Crepon, Michel; Thiria, Sylvie
err分享
err收藏

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