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1

Use of a neuro-variational inversion for retrieving oceanic and atmospheric constituents from satellite ocean colour sensor: Application to absorbing aerosols

Julien Brajard, Cédric Jamet, Cyril Moulin, Sylvie Thiria

Journal:

Neural Networks

Year:

2006

Language:

english

File:

PDF, 471 KB

english, 2006

2

Classification of Sea Ice Types in Sentinel-1 SAR Data Using Convolutional Neural Networks

Boulze, Hugo, Korosov, Anton, Brajard, Julien

Journal:

Year:

2020

File:

PDF, 7.78 MB

2020

3

Modelling surface currents in the Eastern Levantine Mediterranean using surface drifters and satellite altimetry

Issa, Leila, Brajard, Julien, Fakhri, Milad, Hayes, Daniel, Mortier, Laurent, Poulain, Pierre-Marie

Journal:

Ocean Modelling

Year:

2016

Language:

english

File:

PDF, 1.81 MB

english, 2016

4

Silicon cycle in Indian estuaries and its control by biogeochemical and anthropogenic processes

Mangalaa, K.R., Cardinal, D., Brajard, J., Rao, D.B., Sarma, N.S., Djouraev, I., Chiranjeevulu, G., Murty, K. Narasimha, Sarma, V.V.S.S.

Journal:

Continental Shelf Research

Year:

2017

Language:

english

File:

PDF, 2.44 MB

english, 2017

5

Estimation of phytoplankton pigments from ocean-color satellite observations in the Senegalo&#8211;Mauritanian region by using an advanced neural classifier

Yala, Khalil, Niang, N&amp, apos, DÃ¨ye, Brajard, Julien, Mejia, Carlos, Ouattara, Mory, El Hourany, Roy, CrÃ©pon, Michel, Thiria, Sylvie

Journal:

Year:

2020

File:

PDF, 12.70 MB

2020

6

Retrieving aerosol characteristics and sea-surface chlorophyll from satellite ocean color multi-spectral sensors using a neural-variational method

Diouf, D., Niang, A., Brajard, J., Crepon, M., Thiria, S.

Journal:

Remote Sensing of Environment

Year:

2013

Language:

english

File:

PDF, 2.41 MB

english, 2013

7

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Validation of model simulations with respect to in situ observations by the use of probabilistic estimations

Brajard, Julien, Badran, Fouad, Crepon, Michel, Thiria, Sylvie

Year:

2008

Language:

english

File:

PDF, 1.08 MB

english, 2008

8

Estimating aerosol parameters above the ocean from MERIS observations using topological maps

Brajard, J., Niang, A., Sawadogo, S., Fell, F., Santer, R., Thiria, S.

Journal:

International Journal of Remote Sensing

Year:

2007

Language:

english

File:

PDF, 699 KB

english, 2007

9

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Analysis of the Senegalo-Mauritanian upwelling by processing satellite remote sensing observations with topological maps.

Sawadogo, S., Brajard, J., Niang, A., Lathuiliere, C., Crepon, M., Thiria, S.

Year:

2009

Language:

english

File:

PDF, 2.88 MB

english, 2009

10

Multivariate Analysis of the Senegalo-Mauritanian Area by Merging Satellite Remote Sensing Ocean Color and SST Observations

Farikou, O., Sawadogo, S., Niang, A., Brajard, J., Mejia, C., Crepon, M., Thiria, S.

Journal:

Research Journal of Environmental and Earth Sciences

Year:

2013

File:

PDF, 3.58 MB

2013

11

Variational assimilation of land surface temperature within the ORCHIDEE Land Surface Model Version 1.2.6

Benavides Pinjosovsky, Hector Simon, Thiria, Sylvie, Ottlé, Catherine, Brajard, Julien, Badran, Fouad, Maugis, Pascal

Journal:

Geoscientific Model Development

Year:

2017

Language:

english

File:

PDF, 1.37 MB

english, 2017

12

[IEEE 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Vancouver, BC, Canada (2018.5.21-2018.5.25)] 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Improving CADNA Performance on GPUs

Eberhart, Pacome, Landreau, Baptiste, Brajard, Julien, Fortin, Pierre, Jezequel, Fabienne

Year:

2018

File:

PDF, 568 KB

2018

13

Inferring the seasonal evolution of phytoplankton groups in the Senegalo-Mauritanian upwelling region from satellite ocean-color spectral measurements

Farikou, O., Sawadogo, S., Niang, A., Diouf, D., Brajard, J., Mejia, C., Dandonneau, Y., Gasc, G., Crepon, M., Thiria, S.

Journal:

Journal of Geophysical Research Oceans

Year:

2015

Language:

english

File:

PDF, 14.58 MB

english, 2015

14

Atmospheric correction of SeaWiFS ocean color imagery in the presence of absorbing aerosols off the Indian coast using a neuro-variational method

Brajard, J., Moulin, C., Thiria, S.

Journal:

Geophysical Research Letters

Year:

2008

Language:

english

File:

PDF, 735 KB

english, 2008

15

Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: a case study with the Lorenz 96 model

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

Journal:

Geoscientific Model Development Discussions

Year:

2019

Language:

english

File:

PDF, 465 KB

english, 2019

16

Atmospheric correction of MERIS data for case-2 waters using a neuro-variational inversion

Julien Brajard, Richard Santer, Michel Crépon, Sylvie Thiria

Journal:

Remote Sensing of Environment

Year:

2012

Language:

english

File:

PDF, 1.15 MB

english, 2012

17

Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: a case study with the Lorenz 96 model

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

Journal:

Journal of Computational Science

Year:

2020

File:

PDF, 2.95 MB

2020

18

[IEEE 2005 IEEE International Joint Conference on Neural Networks, 2005. - Montreal, QC, Canada (July 31-Aug. 4, 2005)] Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. - Atmospheric correction and oceanic constituents retrieval with a neuro-variational method

Brajard, J., Thiria, S., Jamet, C., Moulin, C.

Year:

2005

Language:

english

File:

PDF, 1.36 MB

english, 2005

19

Validation of a neuro-variational inversion of ocean colour images

J. Brajard, C. Jamet, C. Moulin, S. Thiria

Journal:

Advances in Space Research

Year:

2006

Language:

english

File:

PDF, 406 KB

english, 2006

20

Inversion of satellite ocean colour imagery and geoacoustic characterization of seabed properties: Variational data inversion using a semi-automatic adjoint approach

F. Badran, M. Berrada, J. Brajard, M. Crépon, C. Sorror, S. Thiria, J.-P. Hermand, M. Meyer, L. Perichon, M. Asch

Journal:

Journal of Marine Systems

Year:

2008

Language:

english

File:

PDF, 707 KB

english, 2008

21

First Evidence of Anoxia and Nitrogen Loss in the Southern Canary Upwelling System

Machu, E., Capet, X., Estrade, P. A., Ndoye, S., Brajard, J., Baurand, F., Auger, P.-A., Lazar, A., Brehmer, P.

Journal:

Geophysical Research Letters

Year:

2019

File:

PDF, 969 KB

2019

22

Estimation of phytoplankton pigments from ocean-color satellite observations in the Sénégalo-Mauritanian region by using an advanced neural classifier

Yala, Khalil, Niang, Ndeye, Brajard, Julien, Mejia, Carlos, Ouattara, Mory, El Hourany, Roy, Crépon, Michel, Thiria, Sylvie

Journal:

Ocean Science Discussions

Year:

2019

Language:

english

File:

PDF, 7.27 MB

english, 2019

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