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Robert Frouin
Robert Frouin
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Ocean Optics , Scripps Institution of Oceanography

ROSES Proposal

Bayesian Methodology for Atmospheric Correction of PACE Ocean-Color Imagery (2013)

Science Meeting Presentations (7)

Bayesian Methodology for Atmospheric Correction of PACE Ocean-Color Imagery
Frouin, R. (16-Jan-18)
Atmospheric Correction for Retrieval of Ocean Spectra from Space (ACROSS)
Chowdhary, J., Cairns, B., Zhai, P., Xu, F., Frouin, R., Stamnes, S., Cetinić, I., Liu, L., Twardowski, M., Hu, Y., Mischenko, M., Ottaviani, M., Remer, L., Boss, E., Lee, Z., Zhang, X., Dierssen, H., and Ibrahim, A. (16-Jan-18). Topics: 1) RT benchmark results, 2) ACROSS-II hydrosol model, 3) plankton particle scattering, 4) ocean surface polarization studies, and 5) PACE RT chapter. Click here to view this presentation with audio.
Atmospheric Correction for Retrieval of Ocean Spectra from Space (ACROSS)
Chowdhary, J., Cairns, B., Knobelspiesse, K., Xu, F., Zhai, P., Frouin, R., Stamnes, S., Liu, L., Cetinić, I., Slade, W., and Mishchenko, M. (17-Jan-17). Topics: 1) RT benchmark results, 2) ACROSS-II hydrosol model, 3) plankton particle scattering 4) UV sensitivity studies, and 5) information content analyses. Click here to view this presentation with audio.
Ocean Color Remote Sensing Using Polarization Properties of Reflected Sunlight
Frouin, R., Gross-Colzy, L., and Ramon, D. (17-Jan-17). Click here to view this presentation with audio.
Bayesian Methodology for Atmospheric Correction of PACE Ocean-Color Imager
Frouin, R. (20-Jan-16)
Bayesian Methodology for Atmospheric Correction of PACE Ocean Color
Frouin, R. and Pelletier, B. (14-Jan-15)
PACE Sensitivity Studies
Frouin, R. (14-Mar-12)

Publications (36)

Remer, L.A., Knobelspiesse, K., Zhai, P-W., Xu, F., Kalashnikova, O.V., Chowdhary, J., Hasekamp, O., Dubovik, O., Wu, L., Ahmad, Z., Boss, E., Cairns, B., Coddington, O., Davis, A.B., Dierssen, H.M., Diner, D.J., Franz, B., Frouin, R., Gao, B-C., Ibrahim, A., Levy, R.C., Martins, J.V., Omar, A.H., and Torres, Om (2019). Retrieving Aerosol Characteristics From the PACE Mission, Part 2: Multi-Angle and Polarimetry, Front. Earth Sci., 7, 94, doi: 10.3389/fenvs.2019.00094.
Frouin, R.J., Franz, B.A., Ibrahim, A., Knobelspiesse, K., Ahmad, Z., Cairns, B., Chowdhary, J., Dierssen, H.M., Tan, J., Dubovik, O., Huang, X., Davis, A.B., Kalashnikova, O., Thompson, D.R., Remer, L.A., Boss, E., Coddington, O., Deschamps, P-Y., Gao, B-C., Gross, L., Hasekamp, O., Omar, A., Pelletier, B., Ramon, D., Steinmetz, F., and Zhai, P-W. (2019). Atmospheric Correction of Satellite Ocean-Color Imagery During the PACE Era, Front. Earth Sci., 7, 145, doi: 10.3389/feart.2019.00145.
Remer, L.A., Davis, A.B., Mattoo, S., Levy, R.C., Kalashnikova, O.V., Coddington, O., Chowdhary, J., Knobelspiesse, K., Xu, X., Ahmad, Z., Boss, E., Cairns, B., Dierssen, H.M., Diner, D.J., Franz, B., Frouin, R., Gao, B-C., Ibrahim, A., Martins, J.V., Omar, A.H., Torres, O., Xu, F., and Zhai, P-W. (2019). Retrieving Aerosol Characteristics From the PACE Mission, Part 1: Ocean Color Instrument, Front. Earth Sci., 7, 152, doi: 10.3389/feart.2019.00152.
Chowdhary, J., Zhai, P-W., Boss, E., Dierssen, H., Frouin, R., Ibrahim, A., Lee, Z., Remer, L.A., Twardowski, M., Xu, F., Zhang, X., Ottaviani, M. Espinosa, W.R., and Ramon, D. (2019). Modeling Atmosphere-Ocean Radiative Transfer: A PACE Mission Perspective, Front. Earth Sci., 7, 100, doi: 10.3389/feart.2019.00100.
*Chowdhary, J., Zhai, P.-W., Xu, F., Frouin, R., and Ramon, D. (2019). Testbed Results for Scalar and Vector Radiative Transfer Computations of Light in Atmosphere-ocean Systems, J. Quant. Spectrosc. Ra., 242, 106717, doi: 10.1016/j.jqsrt.2019.106717.
*Jamet, C., Ibrahim, A., Ahmad, Z., Angelini, F., Babin, M., Behrenfeld, M., Boss, E., Cairns, B., Churnside, J., Chowdhary, J., Davis, A. B., Dionisi, D., Duforêt-Gaurier, L., Franz, B., Frouin, R., Gao, M., Gray, D., Hasekamp, O., He, X., Hostetler, C., Kalashnikova, O.., Knobelspiesse, K., Lacour, L., Loisel, H., Martins, V., Rehm, E., Remer, L., Sanhaj, I., Stamnes, K., Stamnes, S., Victori, S., Werdell, J., and Zhai, P.-W. (2019). Going Beyond Standard Ocean Color Observations: Lidar and Polarimetry, Front. Mar. Sci., 6, 251, doi: 10.3389/fmars.2019.00251.
Zhai, P.-W., Knobelspiesse, K., Ibrahim, A., Franz, B., Hu, Y., Gao, M., and Frouin, R. (2017). Water-leaving Contribution to Polarized Radiation Field Over Ocean, Opt. Express, 25(16), A689-A708, doi: 10.1364/OE.25.00A689.
Frouin, R. and Gross-Colzy, L. (2016). Contribution of Ultraviolet and Shortwave Infrared Observations to Atmospheric Correction of PACE Ocean-color Imagery, Proc. SPIE, 9878, Remote Sensing of the Oceans and Inland Waters: Techniques, Applications, and Challenges, 98780C, doi: 10.1117/12.2229891.
Frouin, R. and Pelletier, B. (2015). Bayesian Methodology for Inverting Satellite Ocean-color Data, Remote Sens. Environ., 159(15), 332-360, doi:10.1016/j.rse.2014.12.001.
Frouin, R., Duforêt, L., and Steinmetz, F. (2014). Atmospheric Correction of Satellite Ocean-color Imagery in the Presence of Semi-transparent Clouds, Proc. SPIE, 9261, 926108, doi: 10.1117/12.2074008.
Frouin, R., Deschamps, P., Ramon, D., and Steinmetz, F. (2012). Improved Ocean-color Remote Sensing in the Arctic Using the POLYMER Algorithm, Proc. SPIE, 8525, 85201, doi: 10.1117/12.9812.
Frouin, R. and Pelletier, B. (2010). A Statistical Model of Marine Reflectance, Proc. SPIE, 7858, 78580E, doi: 10.1117/12.870683.
Frouin, R. and Pelletier, B. (2010). Statistical Inference in Remote Sensing of Ocean Color, Proc. SPIE, 7858, 785803, doi: 10.1117/12.870677.
Dubuisson, P., Frouin, R., Dessailly, D., Duforêt, L., Léon, J., Voss, K., and Antoine, D. (2009). Estimating the Altitude of Aerosol Plumes Over the Ocean from Reflectance Ratio Measurements in the O2 A-band, Remote Sens. Environ., 113, 1899-1911, doi: 10.1016/j.rse.2009.04.018.
Frouin, R. and Pelletier, B. (2009). Noise and Model Uncertainties in Ocean Color Remote Sensing, Proc. SPIE, 7459, 745905, doi: 10.1117/12.829794.
Frouin, R. and Pelletier, B. (2009). Consistency of Ridge Function Fields for Varying Nonparametric Regression, Communications in Statistics - Theory and Methods, 38(8), 1272-1283, doi: 10.1080/03610920802395702.
Frouin, R., Deschamps, P., and Dubuisson, P. (2008). Remote Sensing of Solar-stimulated Phytoplankton Chlorophyll Fluorescence by Differential Absorption in the Oxygen B-band, Proc. SPIE, 7150, 715005, doi: 10.1117/12.806386.
Frouin, R. and Pelletier, B. (2007). Fields of Non-linear Regression Models for Atmospheric Correction of Satellite Ocean-color Imagery, Remote Sens. Environ., 111(4), 450-465, doi:10.1016/j.rse.2007.04.005.
Gross-Colzy, L., Colzy, S. Frouin, R., and Henry, P. (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, 668002, doi: 10.1117/12.738508.
Gross-Colzy, L., Colzy, S. Frouin, R., and Henry, P. (2007). A General Ocean Color Atmospheric Correction Scheme Based on Principal Components Analysis - Part II: Level 4 Merging Capabilities, Proc. SPIE, 6680, 668003, doi: 10.1117/12.738514.
Frouin, R. and Pelletier, B. (2007). Constrained Linear Inversion of Satellite Ocean-color Data, Proc. SPIE, 6680, 668004, doi:10.1117/12.738690.
Duforêt, L., Frouin, R., and Dubuisson, P. (2007). Importance and Estimation of Aerosol Vertical Structure in Satellite Ocean-color Remote Sensing, Appl. Opt., 46(7), 1107-1119, doi: 10.1364/AO.46.001107.
Frouin, R., Deschamps, P., Rothschild, R., Stephan, E., Leblanc, P., Duttweiler, F., Ghaemi, T., and Riedi, J. (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, 64060E, doi: 10.1117/12.698061.
Frouin, R., Gross, L., and Pelletier, B. (2006). Progressive Atmospheric Correction of Satellite Ocean-color Imagery, Proc. SPIE 6406, 64061S, doi: 10.1117/12.698045.
Dubuisson, P., Frouin, R., Duforêt, L., Dessailly, D., Voss, K.J., and Antoine, D. (2006). Estimation of Aerosol Altitude from Reflectance Ratio Measurements in the O2 A-band, Proc. SPIE, 6406, 640604, doi: 10.1117/12.697968.
Frouin, R. and Pelletier, B. (2006). A Stochastic Technique for Remote Sensing of Ocean Color, Proc. SPIE, 6406, 640602, doi: 10.1117/12.6978.
Frouin, R., Deschamps, P., Gross-Colzy, L., Murakami, H., and Nakajima, T. (2006). Retrieval of Chlorophyll-a Concentration via Linear Combination of ADEOS-II Global Imager Data, J. Oceanography, 62(7), 331-337, doi: 10.1007/s10872-006-0058-2.
Pelletier, B. and Frouin, R. (2006). Remote Sensing of Phytoplankton Chlorophyll-a Concentration by Use of Ridge Function Fields, Appl. Opt., 45(4), 784-798, doi: 10.1364/AO.45.000784.
Dubuisson, P., Dessailly, D., Vesperini, M., and Frouin, R. (2004). Water Vapor Retrieval over Ocean Using Near-infrared Radiometry, J. Geophys. Res., 109, D19106, doi:10.1029/2004JD004516.
Pelletier, B. and Frouin, R. (2004). Fields of Nonlinear Regression Models for Inversion of Satellite Data, Geophys. Res. Lett., 31, L16304, doi:10.1029/2004GL019840.
Gross-Colzy, L., and Frouin, R. (2003). Remote Sensing of Chlorophyll Concentration from Space via Principal Component Analysis of Atmospheric Effects, Proc. SPIE, 5155, 112, doi: 10.1117/12.512191.
Gross, L., Frouin, R., Pietras, C., and Fargion, G. (2003). Non-supervised Classification of Aerosol Mixtures for Ocean Color Remote Sensing, Proc. SPIE, 4892, 95, doi: 10.1117/12.467305.
Nicolas, J., Deschamps, P., and Frouin, R. (2001). Spectral Reflectance of Oceanic Whitecaps in the Visible and Near Infrared: Aircraft Measurements Over Open Ocean, Geophys. Res. Lett., 28(23), 4445-4448, doi: 10.1029/2001GL013556.
Schwindling, M., Deschamps, P., and Frouin, R. (1998). Verification of Aerosol Models for Satellite Ocean Color Remote Sensing, J. Geophys. Res., 103(Cll), 24919-24935, doi: 10.1029/98JC02062.
Frouin, R., Schwindling, M., and Deschamps, P. (1996). Spectral Reflectance of Sea Foam in the Visible and Near-infrared: In situ Measurements and Remote Sensing Implications, J. Geophys. Res., 101(C6), 14361-14371, doi: 10.1029/96JC00629.
Frouin, R., Pouliquen, E., and Bréon, F.-M. (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, 665-674.
*Funded by PACE