Rhaphaëlle Sauzède
PhD (2012 - 2015) (Get PDF)
Contact information:
Phone: +33 (0)4 93 76 37 22
Fax: +33 (0)4 93 76 37 39
Ms.C. in Physical, Chemical and Biological Oceanography speciality coupled models (2011 - 2012)
University Aix-Marseille II, Marseille, France
Dissertation topic: Generating a database of Chlorophylle-a profiles for global ocean : towards a 3D climatology
Graduated engineer in BioSciences speciality BioInformatic and modelling (2006 - 2011)
INSA de Lyon, Lyon, France
Dissertation topic: Retrieval of Chlorophyll-a concentrations from in situ fluorescence using a neural network
Baccalauréat in Sciences, Engineer Sciences, speciality Mathematics (2006)
Cusset, France
Research interests:
Coupling ocean color remote sensing data with in situ measurements performed by Bio-Argo floats to develop synergic approaches


  • Bittig, H., Steinhoff, T., Claustre, H., Fiedler, B., Williams, N.L., Sauzede, R. Körtzinger, A. and J.-P. Gattuso (2018). An alternative to static climatologies: Robust estimation of open ocean CO2 variables and nutrient concentrations from T, S and O2 data using Bayesian neural networks, 5 (328), Frontiers in Marine Science, 10.3389/fmars.2018.00328 (Get PDF reprint)
  • 2017

  • Sauzede, R., Bittig, H., Claustre, H., Pasqueron de Fommervault, O., Gattuso, J., Legendre, L. and K.S. Johnson (2017). Estimates of water-column nutrients and carbonate system parameters in the global ocean: A novel approach based on neural networks. Frontier in Marine Science, 4:128. doi: 10.3389/fmars.2017.00128
  • 2016

  • Sauzede, R., H. Claustre, J. Uitz , C. Jamet, G. Dall'Olmo, F. D'Ortenzio, B. Gentili , A. Poteau and C. Schmechtig (2016). A neural network-based method for merging ocean color and Argo data to extend surface bio-optical properties to depth: Retrieval of the particulate backscattering coefficient. Journal of Geophysical Research, 121, doi:10.1002/2015JC011408. (Get PDF Reprint)
  • 2015

  • Lavigne, H., D'Ortenzio, F., M. Ribera D’Alcala, H. Claustre, R. Sauzede and M. Gacic (2015), On the vertical distribution of the chlorophyll-a 1 concentration in the Mediterranean Sea: a basin scale and seasonal approach. Biogeoscience, 12, 5021–5039, doi:10.5194/bg-12-5021-2015 (Get PDF Reprint)
  • Sauzede, R., Claustre, H., Jamet, C., Uitz, J., Ras, J., Mignot, A. and F. D'Ortenzio (2015). Retrieving the vertical distribution of chlorophyll a concentration and phytoplankton community composition from in situ fluorescence profiles: A method based on a neural network with potential for global-scale applications. Journal of Geophysical Research, 119, doi:10.1002/2014JC010355 (Get PDF Reprint)
  • Sauzede, R., Lavigne, H., Claustre, H., Uitz, J., Schmechtig, C., D'Ortenzio, F., Guinet, C. and S. Pesant (2015). Vertical distribution of chlorophyll a concentration and phytoplankton community composition from in situ fluorescence profiles: a first database for the global ocean. Earth System Science Data, www.earth-syst-sci-data.net/7/1/2015/, doi:10.5194/essd-7-1-2015 (Get PDF Reprint)
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