Bayesian Methodology for Atmospheric Correction of PACE Ocean-Color Imagery

• NASA PACE proposal (Grant NNX14AC31G): PDF
• Relevant publications:
  • Frouin, R., and L. Gross-Colzy, 2016: Contribution of ultraviolet and shortwave infrared observations to atmospheric correction of PACE ocean-color imagery, Proc. SPIE 9878, doi: 10.1117/12.2229891, 12 pp.: PDF
  • Frouin, R., and B. Pelletier, 2015: Bayesian methodology for inverting satellite ocean-color data, Remote Sensing of Environment, in press: PDF
  • Frouin, R., L. Duforêt, and F. Steinmetz, 2014: Atmospheric correction of satellite ocean-color imagery in the presence of semi-transparent clouds, SPIE 9261, in press, 15 pp.: PDF
  • Frouin, R., P. Deschamps, D. Ramon, and F Steinmetz, 2012: Improved ocean-color remote sensing in the arctic using the POLYMER algorithm, Proc. SPIE 8525, doi: 10.1117/12.9812, 12 pp.: PDF
  • Frouin, R., and B. Pelletier, 2010: A statistical model of marine reflectance, Proc. SPIE 7858, doi: 10.1117/12.870683, 8 pp.: PDF
  • Frouin, R., and B. Pelletier, 2010: Statistical inference in remote sensing of ocean color, Proc. SPIE 7858, doi: 10.1117/12.870677, 11 pp.: PDF
  • Frouin, R., and B. Pelletier, 2009: Noise and model uncertainties in ocean color remote sensing, Proc. SPIE 7459, doi: 10.1117/12.829794, 11 pp.: PDF
  • Dubuisson, P., R. Frouin, D. Dessailly, L. Duforêt, J. Léon, K. Voss, and D. Antoine, 2009: Estimating the altitude of aerosol plumes over the ocean from reflectance ratio measurements in the O2 A-band, Remote Sensing of Environment 113, doi: 10.1016/j.rse.2009.04.018, 14 pp.: PDF
  • Frouin, R., and B. Pelletier, 2009: Consistency of ridge function fields for varying nonparametric regression, Communications in Statistics - Theory and Methods, 38:8, doi: 10.1080/03610920802395702, 13 pp.: PDF
  • Frouin, R., P. Deschamps, and P. Dubuisson, 2008: Remote sensing of solar-stimulated phytoplankton chlorophyll fluorescence by differential absorption in the oxygen B-band, Proc. SPIE 7150, doi: 10.1117/12.806386, 12 pp.: PDF
  • Gross-Colzy, L., S. Colzy, R. Frouin, and P. Henry, 2007: A general ocean color atmospheric correction scheme based on principal components analysis - part I: performance on case 1 and case 2 waters, Proc. SPIE 6680, doi: 10.1117/12.738508, 12 pp.: PDF
  • Gross-Colzy, L., S. Colzy, R. Frouin, and P. Henry, 2007: A general ocean color atmospheric correction scheme based on principal components analysis - part II: level 4 merging capabilities, Proc. SPIE 6680, doi: 10.1117/12.738514, 12 pp.: PDF
  • Frouin, R., and B. Pelletier, 2007: Constrained linear inversion of satellite ocean-color data, Proc. SPIE 6680, doi:10.1117/12.738690, 12 pp.: PDF
  • Duforêt, L., R. Frouin, and P. Dubuisson, 2007: Importance and estimation of aerosol vertical structure in satellite ocean-color remote sensing, Applied Optics, Vol. 46, No. 7, 13 pp.: PDF
  • Frouin, R., and B. Pelletier, 2007: Fields of non-linear regression models for atmospheric correction of satellite ocean-color imagery, Remote Sensing of Environment 111, doi: 10.1016/j.rse.2007.04.00, 16 pp.: PDF
  • Frouin, R., and B. Pelletier, 2006: A stochastic technique for remote sensing of ocean color, Proc. SPIE 6406, doi: 10.1117/12.6978, 12 pp.: PDF
  • Dubuisson, P., R. Frouin, L. Duforêt, D. Dessailly, K. J. Voss, and D. Antoine, 2006: Estimation of aerosol altitude from reflectance ratio measurements in the O2 A-band, Proc. SPIE 6406, doi: 10.1117/12.6979, 10 pp.: PDF
  • Frouin, R., L. Gross, and B. Pelletier, 2006: Progressive atmospheric correction of satellite ocean-color imagery, Proc. SPIE 6406, doi: 10.1117/12.698045, 12 pp.: PDF
  • Pelletier, B., and R. Frouin, 2006: Remote sensing of phytoplankton chlorophyll-a concentration by use of ridge function fields, Applied Optics, Vol. 45, No. 4, 15 pp.: PDF
  • Frouin, R., P. Deschamps, L. Gross-Colzy, H. Murakami, and T. Nakajima, 2006: Retrieval of chlorophyll-a concentration via linear combination of ADEOS-II global imager data, Journal of Oceanography, Vol. 62, 7 pp.: PDF
  • Frouin, R., P. Deschamps, R. Rothschild, E. Stephan, P. Leblanc, F. Duttweiler, T. Ghaemi, and J. Riedi, 2006: MAUVE/SWIPE: an imaging instrument concept with multi-angular, -spectral, and -polarized capability for remote sensing of aerosols, Ocean color, Clouds, and Vegetation from Space, Proc. SPIE 6406, doi: 10.1117/12.698061, 12 pp.: PDF
  • Pelletier, B., and R. Frouin, 2004: Fields of nonlinear regression models for inversion of satellite data, Geophysical Research Letters, Vol. 31, L16304, doi:10.1029/2004GL019840, 2004, 5 pp: PDF
  • Dubuisson, P., D. Dessailly, M. Vesperini, and R. Frouin, 2004: Water vapor retrieval over ocean using near-infrared radiometry, Journal of Geophysical Research 109, D19106, doi:10.1029/2004JD004516, 14 pp.: PDF
  • Gross-Colzy, L., and R. Frouin, 2003: Remote sensing of chlorophyll concentration from space via principal component analysis of atmospheric effects, Proc. SPIE 5155, doi:10.1117/12.698045, 12 pp.: PDF
  • Gross, L., R. Frouin, C. Pietras, and G. Fargion, 2003: Non—supervised classification of aerosol mixtures for ocean color remote sensing, Proc. SPIE 4892, doi:10.1117/12.467305, 10 pp.: PDF
  • Nicolas, J., P. Deschamps, and R. Frouin, 2001: Spectral reflectance of oceanic whitecaps in the visible and near infrared: aircraft measurements over open ocean, Geophysical Research Letters, Vol. 28, No. 23, 4 pp.: PDF
  • Schwindling, M., P. Deschamps, and R. Frouin, 1998: Verification of aerosol models for satellite ocean color remote sensing, Journal of Geophysical Research, Vol. 103, No. Cll, 17 pp.: PDF
  • Frouin, R., M. Schwindling, and P. Deschamps, 1996: Spectral reflectance of sea foam in the visible and near-infrared: In situ measurements and remote sensing implications, Journal of Geophysical Research, Vol. 101, No. C6, 11 pp.: PDF
  • Frouin, R., E. Pouliquen, and F.-M. Bréon, 1994: Ocean color remote sensing using polarization properties of reflected sunlight, Proceedings of the Sixth International Colloquium on "Physical Measurements and Signatures in Remote Sensing", Val d'Isère, France (1994), 10 pp.: PDF