Works matching AU Bocquet, Marc

Results: 70

Quantification of CO2 hotspot emissions from OCO-3 SAM CO2 satellite images using deep learning methods.

Published in:

Geoscientific Model Development, 2025, v. 18, n. 12, p. 3607, doi. 10.5194/gmd-18-3607-2025

By:

Dumont Le Brazidec, Joffrey;
Vanderbecken, Pierre;
Farchi, Alban;
Broquet, Grégoire;
Kuhlmann, Gerrit;
Bocquet, Marc

Publication type:

Article

Probabilistic Data Assimilation for Ensemble Distribution Projections With Generative Machine Learning: A Lorenz '96 Proof‐of‐Concept.

Published in:

Geophysical Research Letters, 2025, v. 52, n. 12, p. 1, doi. 10.1029/2024GL112523

By:

Li, Shuolin;
Zheng, Tian;
Farchi, Alban;
Bocquet, Marc;
Gentine, Pierre

Publication type:

Article

A Review of Innovation-Based Methods to Jointly Estimate Model and Observation Error Covariance Matrices in Ensemble Data Assimilation.

Published in:

Monthly Weather Review, 2020, v. 148, n. 10, p. 3973, doi. 10.1175/MWR-D-19-0240.1

By:

TANDEO, PIERRE;
AILLIOT, PIERRE;
BOCQUET, MARC;
CARRASSI, ALBERTO;
TAKEMASA MIYOSHI;
MANUEL PULIDO;
YICUN ZHEN

Publication type:

Article

Quantification of uncertainties in the assessment of an atmospheric release source applied to the autumn 2017 106Ru event.

Published in:

Atmospheric Chemistry & Physics, 2021, v. 21, n. 17, p. 13247, doi. 10.5194/acp-21-13247-2021

By:

Dumont Le Brazidec, Joffrey;
Bocquet, Marc;
Saunier, Olivier;
Roustan, Yelva

Publication type:

Article

Diagnosing spatial error structures in CO2 mole fractions and XCO2 column mole fractions from atmospheric transport.

Published in:

Atmospheric Chemistry & Physics, 2019, v. 19, n. 18, p. 12007, doi. 10.5194/acp-19-12007-2019

By:

Lauvaux, Thomas;
Díaz-Isaac, Liza I.;
Bocquet, Marc;
Bousserez, Nicolas

Publication type:

Article

Calibration of a multi-physics ensemble for estimating the uncertainty of a greenhouse gas atmospheric transport model.

Published in:

Atmospheric Chemistry & Physics, 2019, v. 19, n. 8, p. 5695, doi. 10.5194/acp-19-5695-2019

By:

Díaz-Isaac, Liza I.;
Lauvaux, Thomas;
Bocquet, Marc;
Davis, Kenneth J.

Publication type:

Article

Pushing the frontiers in climate modelling and analysis with machine learning.

Published in:

Nature Climate Change, 2024, v. 14, n. 9, p. 916, doi. 10.1038/s41558-024-02095-y

By:

Eyring, Veronika;
Collins, William D.;
Gentine, Pierre;
Barnes, Elizabeth A.;
Barreiro, Marcelo;
Beucler, Tom;
Bocquet, Marc;
Bretherton, Christopher S.;
Christensen, Hannah M.;
Dagon, Katherine;
Gagne, David John;
Hall, David;
Hammerling, Dorit;
Hoyer, Stephan;
Iglesias-Suarez, Fernando;
Lopez-Gomez, Ignacio;
McGraw, Marie C.;
Meehl, Gerald A.;
Molina, Maria J.;
Monteleoni, Claire

Publication type:

Article

Segmentation of XCO2 images with deep learning: application to synthetic plumes from cities and power plants.

Published in:

Geoscientific Model Development, 2023, v. 16, n. 13, p. 3997, doi. 10.5194/gmd-16-3997-2023

By:

Dumont Le Brazidec, Joffrey;
Vanderbecken, Pierre;
Farchi, Alban;
Bocquet, Marc;
Lian, Jinghui;
Broquet, Grégoire;
Kuhlmann, Gerrit;
Danjou, Alexandre;
Lauvaux, Thomas

Publication type:

Article

Bayesian transdimensional inverse reconstruction of the Fukushima Daiichi caesium 137 release.

Published in:

Geoscientific Model Development, 2023, v. 16, n. 3, p. 1039, doi. 10.5194/gmd-16-1039-2023

By:

Dumont Le Brazidec, Joffrey;
Bocquet, Marc;
Saunier, Olivier;
Roustan, Yelva

Publication type:

Article

A fast, single-iteration ensemble Kalman smoother for sequential data assimilation.

Published in:

Geoscientific Model Development, 2022, v. 15, n. 20, p. 7641, doi. 10.5194/gmd-15-7641-2022

By:

Grudzien, Colin;
Bocquet, Marc

Publication type:

Article

On the numerical integration of the Lorenz-96 model, with scalar additive noise, for benchmark twin experiments.

Published in:

Geoscientific Model Development, 2020, v. 13, n. 4, p. 1903, doi. 10.5194/gmd-13-1903-2020

By:

Grudzien, Colin;
Bocquet, Marc;
Carrassi, Alberto

Publication type:

Article

Digital Biologically Plausible Implementation of Binarized Neural Networks With Differential Hafnium Oxide Resistive Memory Arrays.

Published in:

Frontiers in Neuroscience, 2020, v. 13, p. 1, doi. 10.3389/fnins.2019.01383

By:

Hirtzlin, Tifenn;
Bocquet, Marc;
Penkovsky, Bogdan;
Klein, Jacques-Olivier;
Nowak, Etienne;
Vianello, Elisa;
Portal, Jean-Michel;
Querlioz, Damien

Publication type:

Article

Correction to 'Estimation of errors in the inverse modeling of accidental release of atmospheric pollutant: Application to the reconstruction of the cesium-137 and iodine-131 source terms from the Fukushima Daiichi power plant'.

Published in:

Journal of Geophysical Research. Atmospheres, 2012, v. 117, n. D18, p. n/a, doi. 10.1029/2012JD018107

By:

Winiarek, Victor;
Bocquet, Marc;
Saunier, Olivier;
Mathieu, Anne

Publication type:

Article

Estimation of errors in the inverse modeling of accidental release of atmospheric pollutant: Application to the reconstruction of the cesium-137 and iodine-131 source terms from the Fukushima Daiichi power plant.

Published in:

Journal of Geophysical Research. Atmospheres, 2012, v. 117, n. D5, p. n/a, doi. 10.1029/2011JD016932

By:

Winiarek, Victor;
Bocquet, Marc;
Saunier, Olivier;
Mathieu, Anne

Publication type:

Article

Eyjafjallajökull ash concentrations derived from both lidar and modeling.

Published in:

Journal of Geophysical Research. Atmospheres, 2012, v. 117, n. D4, p. n/a, doi. 10.1029/2011JD015755

By:

Chazette, Patrick;
Bocquet, Marc;
Royer, Philippe;
Winiarek, Victor;
Raut, Jean-Christophe;
Labazuy, Philippe;
Gouhier, Mathieu;
Lardier, Mélody;
Cariou, Jean-Pierre

Publication type:

Article

Optimal representation of source-sink fluxes for mesoscale carbon dioxide inversion with synthetic data.

Published in:

Journal of Geophysical Research. Atmospheres, 2011, v. 116, n. D21, p. n/a, doi. 10.1029/2011JD016198

By:

Wu, Lin;
Bocquet, Marc;
Lauvaux, Thomas;
Chevallier, Frédéric;
Rayner, Peter;
Davis, Kenneth

Publication type:

Article

On the numerical integration of the Lorenz-96 model, with scalar additive noise, for benchmark twin experiments.

Published in:

Geoscientific Model Development Discussions, 2019, p. 1, doi. 10.5194/gmd-2019-258

By:

Grudzien, Colin;
Bocquet, Marc;
Carrassi, Alberto

Publication type:

Article

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

By:

Brajard, Julien;
Carrassi, Alberto;
Bocquet, Marc;
Bertino, Laurent

Publication type:

Article

Deep learning applied to CO2 power plant emissions quantification using simulated satellite images.

Published in:

Geoscientific Model Development, 2024, v. 17, n. 5, p. 1995, doi. 10.5194/gmd-17-1995-2024

By:

Dumont Le Brazidec, Joffrey;
Vanderbecken, Pierre;
Farchi, Alban;
Broquet, Grégoire;
Kuhlmann, Gerrit;
Bocquet, Marc

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

By:

Yumeng Chen;
Smith, Polly;
Carrassi, Alberto;
Pasmans, Ivo;
Bertino, Laurent;
Bocquet, Marc;
Finn, Tobias Sebastian;
Rampal, Pierre;
Dansereau, Véronique

Publication type:

Article

Improving Numerical Dispersion Modelling in Built Environments with Data Assimilation Using the Iterative Ensemble Kalman Smoother.

Published in:

Boundary-Layer Meteorology, 2021, v. 179, n. 2, p. 209, doi. 10.1007/s10546-020-00588-9

By:

Defforge, Cécile L.;
Carissimo, Bertrand;
Bocquet, Marc;
Bresson, Raphaël;
Armand, Patrick

Publication type:

Article

Sensitivity analysis for mercury over Europe.

Published in:

Journal of Geophysical Research. Atmospheres, 2006, v. 111, n. D14, p. n/a, doi. 10.1029/2005JD006616

By:

Roustan, Yelva;
Bocquet, Marc

Publication type:

Article

New plume comparison metrics for the inversion of passive gases emissions.

Published in:

Atmospheric Measurement Techniques Discussions, 2022, p. 1, doi. 10.5194/amt-2022-226

By:

Vanderbecken, Pierre J.;
Le Brazidec, Joffrey Dumont;
Farchi, Alban;
Bocquet, Marc;
Roustan, Yelva;
Potier, Élise;
Broquet, Grégoire

Publication type:

Article

Representation learning with unconditional denoising diffusion models for dynamical systems.

Published in:

Nonlinear Processes in Geophysics, 2024, v. 31, n. 3, p. 409, doi. 10.5194/npg-31-409-2024

By:

Finn, Tobias Sebastian;
Disson, Lucas;
Farchi, Alban;
Bocquet, Marc;
Durand, Charlotte

Publication type:

Article

Bridging classical data assimilation and optimal transport: the 3D-Var case.

Published in:

Nonlinear Processes in Geophysics, 2024, v. 31, n. 3, p. 335, doi. 10.5194/npg-31-335-2024

By:

Bocquet, Marc;
Vanderbecken, Pierre J.;
Farchi, Alban;
Dumont Le Brazidec, Joffrey;
Roustan, Yelva

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

By:

Bocquet, Marc;
Brajard, Julien;
Carrassi, Alberto;
Bertino, Laurent

Publication type:

Article

Review article: Comparison of local particle filters and new implementations.

Published in:

Nonlinear Processes in Geophysics, 2018, v. 25, n. 4, p. 765, doi. 10.5194/npg-25-765-2018

By:

Farchi, Alban;
Bocquet, Marc

Publication type:

Article

Chaotic dynamics and the role of covariance inflation for reduced rank Kalman filters with model error.

Published in:

Nonlinear Processes in Geophysics, 2018, v. 25, n. 3, p. 633, doi. 10.5194/npg-25-633-2018

By:

Grudzien, Colin;
Carrassi, Alberto;
Bocquet, Marc

Publication type:

Article

Parametric covariance dynamics for the nonlinear diffusive Burgers equation.

Published in:

Nonlinear Processes in Geophysics, 2018, v. 25, n. 3, p. 481, doi. 10.5194/npg-25-481-2018

By:

Pannekoucke, Olivier;
Bocquet, Marc;
Ménard, Richard

Publication type:

Article

Quasi-static ensemble variational data assimilation: a theoretical and numerical study with the iterative ensemble Kalman smoother.

Published in:

Nonlinear Processes in Geophysics, 2018, v. 25, n. 2, p. 315, doi. 10.5194/npg-25-315-2018

By:

Fillion, Anthony;
Bocquet, Marc;
Gratton, Serge

Publication type:

Article

Bridging classical data assimilation and optimal transport.

Published in:

Nonlinear Processes in Geophysics Discussions, 2023, p. 1, doi. 10.5194/egusphere-2023-2755

By:

Bocquet, Marc;
Vanderbecken, Pierre J.;
Farchi, Alban;
Le Brazidec, Joffrey Dumont;
Roustan, Yelva

Publication type:

Article

Representation learning with unconditional denoising diffusion models for dynamical systems.

Published in:

Nonlinear Processes in Geophysics Discussions, 2023, p. 1, doi. 10.5194/egusphere-2023-2261

By:

Finn, Tobias Sebastian;
Disson, Lucas;
Farchi, Alban;
Bocquet, Marc;
Durand, Charlotte

Publication type:

Article

Generative Diffusion for Regional Surrogate Models From Sea‐Ice Simulations.

Published in:

Journal of Advances in Modeling Earth Systems, 2024, v. 16, n. 10, p. 1, doi. 10.1029/2024MS004395

By:

Finn, Tobias Sebastian;
Durand, Charlotte;
Farchi, Alban;
Bocquet, Marc;
Rampal, Pierre;
Carrassi, Alberto

Publication type:

Article

Online Model Error Correction With Neural Networks in the Incremental 4D‐Var Framework.

Published in:

Journal of Advances in Modeling Earth Systems, 2023, v. 15, n. 9, p. 1, doi. 10.1029/2022MS003474

By:

Farchi, Alban;
Chrust, Marcin;
Bocquet, Marc;
Laloyaux, Patrick;
Bonavita, Massimo

Publication type:

Article

Accounting for meteorological biases in simulated plumes using smarter metrics.

Published in:

Atmospheric Measurement Techniques, 2023, v. 16, n. 6, p. 1745, doi. 10.5194/amt-16-1745-2023

By:

Vanderbecken, Pierre J.;
Dumont Le Brazidec, Joffrey;
Farchi, Alban;
Bocquet, Marc;
Roustan, Yelva;
Potier, Élise;
Broquet, Grégoire

Publication type:

Article

On Temporal Scale Separation in Coupled Data Assimilation with the Ensemble Kalman Filter.

Published in:

Journal of Statistical Physics, 2020, v. 179, n. 5/6, p. 1161, doi. 10.1007/s10955-020-02525-z

By:

Tondeur, Maxime;
Carrassi, Alberto;
Vannitsem, Stephane;
Bocquet, Marc

Publication type:

Article

What eddy-covariance measurements tell us about prior land flux errors in CO2-flux inversion schemes.

Published in:

Global Biogeochemical Cycles, 2012, v. 26, n. 1, p. 1, doi. 10.1029/2010GB003974

By:

Chevallier, Frédéric;
Wang, Tao;
Ciais, Philippe;
Maignan, Fabienne;
Bocquet, Marc;
Altaf Arain, M.;
Cescatti, Alessandro;
Chen, Jiquan;
Johannes Dolman, A.;
Law, Beverly E.;
Margolis, Hank A.;
Montagnani, Leonardo;
Moors, Eddy J.

Publication type:

Article

Quantification of CO2 hotspot emissions from OCO-3 SAM CO2 satellite images using deep learning methods.

Published in:

Geoscientific Model Development Discussions, 2024, p. 1, doi. 10.5194/gmd-2024-156

By:

Brazidec, Joffrey Dumont Le;
Vanderbecken, Pierre;
Farchi, Alban;
Broquet, Grégoire;
Kuhlmann, Gerrit;
Bocquet, Marc

Publication type:

Article

Using machine learning to correct model error in data assimilation and forecast applications.

Published in:

Quarterly Journal of the Royal Meteorological Society, 2021, v. 147, n. 739, p. 3067, doi. 10.1002/qj.4116

By:

Farchi, Alban;
Laloyaux, Patrick;
Bonavita, Massimo;
Bocquet, Marc

Publication type:

Article

Estimating model evidence using ensemble‐based data assimilation with localization – The model selection problem.

Published in:

Quarterly Journal of the Royal Meteorological Society, 2019, v. 145, n. 721, p. 1571, doi. 10.1002/qj.3513

By:

Metref, Sammy;
Hannart, Alexis;
Ruiz, Juan;
Bocquet, Marc;
Carrassi, Alberto;
Ghil, Michael

Publication type:

Article

Adaptive covariance inflation in the ensemble Kalman filter by Gaussian scale mixtures.

Published in:

Quarterly Journal of the Royal Meteorological Society, 2019, v. 145, n. 718, p. 53, doi. 10.1002/qj.3386

By:

Raanes, Patrick N.;
Bocquet, Marc;
Carrassi, Alberto

Publication type:

Article

An iterative ensemble Kalman filter in the presence of additive model error.

Published in:

Quarterly Journal of the Royal Meteorological Society, 2018, v. 144, n. 713, p. 1297, doi. 10.1002/qj.3213

By:

Sakov, Pavel;
Haussaire, Jean‐Matthieu;
Bocquet, Marc

Publication type:

Article

High-resolution reconstruction of a tracer dispersion event: application to ETEX.

Published in:

Quarterly Journal of the Royal Meteorological Society, 2007, v. 133, n. 625, p. 1013, doi. 10.1002/qj.64

By:

Bocquet, Marc

Publication type:

Article

Source reconstruction of an accidental radionuclide release at European scale.

Published in:

Quarterly Journal of the Royal Meteorological Society, 2007, v. 133, n. 623, p. 529, doi. 10.1002/qj.3

By:

Krysta, Monika;
Bocquet, Marc

Publication type:

Article

Reconstruction of an atmospheric tracer source using the principle of maximum entropy. I: Theory.

Published in:

Quarterly Journal of the Royal Meteorological Society, 2005, v. 131, n. 610, p. 2191, doi. 10.1256/qj.04.67

By:

Bocquet, Marc

Publication type:

Article

Reconstruction of an atmospheric tracer source using the principle of maximum entropy. II: Applications.

Published in:

Quarterly Journal of the Royal Meteorological Society, 2005, v. 131, n. 610, p. 2209, doi. 10.1256/qj.04.68

By:

Bocquet, Marc

Publication type:

Article

Calibration of a multi-physics ensemble for greenhouse gas atmospheric transport model uncertainty estimation.

Published in:

Atmospheric Chemistry & Physics Discussions, 2018, p. 1, doi. 10.5194/acp-2018-1117

By:

Díaz-Isaac, Liza I.;
Lauvuax, Thomas;
Bocquet, Marc;
Davis, Kenneth J.

Publication type:

Article

Data assimilation as a deep learning tool to infer ODE representations of dynamical models.

Published in:

Nonlinear Processes in Geophysics Discussions, 2019, p. 1, doi. 10.5194/npg-2019-7

By:

Bocquet, Marc;
Brajard, Julien;
Carrassi, Alberto;
Bertino, Laurent

Publication type:

Article

Chaotic dynamics and the role of covariance inflation for reduced rank Kalman filters with model error.

Published in:

Nonlinear Processes in Geophysics Discussions, 2018, p. 1, doi. 10.5194/npg-2018-4

By:

Grudzien, Colin;
Carrassi, Alberto;
Bocquet, Marc

Publication type:

Article

Review article: Comparison of local particle filters and new implementations.

Published in:

Nonlinear Processes in Geophysics Discussions, 2018, p. 1, doi. 10.5194/npg-2018-15

By:

Farchi, Alban;
Bocquet, Marc

Publication type:

Article