Zoffoli, M. L., Brando, V., Volpe, G., González Vilas, L., Davies, B. F. R., Frouin, R., Pitarch, J., Oiry, S., Tan, J., Colella, S., & Marchese, C. (2025). CIAO: A machine-learning algorithm for mapping Arctic Ocean Chlorophyll-a from space. Science of Remote Sensing, 11, 100212. https://doi.org/10.1016/j.srs.2025.100212

Kuwano, A., Evan, A. T., Walkowiak, B., & Frouin, R. (2024). Quantifying the dust direct radiative effect in the southwestern United States: findings from multiyear measurements. Atmospheric Chemistry and Physics, 24(17), 9843–9868. https://doi.org/10.5194/acp-24-9843-2024

Barnard, A., Boss, E., Haëntjens, N., Orrico, C., Chamberlain, P., Frouin, R., Mazloff, M., & Tan, J. (2024). A float-based Ocean color vicarious calibration program. Frontiers in Remote Sensing, 5, 1373540. https://doi.org/10.3389/frsen.2024.1373540

Chamberlain, P., Frouin, R. J., Tan, J., Mazloff, M., Barnard, A., Boss, E., Haëntjens, N., & Orrico, C. (2024). Selecting HyperNav deployment sites for calibrating and validating PACE ocean color observations. Frontiers in Remote Sensing, 5, 1333851. https://doi.org/10.3389/frsen.2024.1333851

Barnard, A., Boss, E., Haëntjens, N., Orrico, C., Frouin, R., Tan, J., Klumpp, J., Dewey, M., Walter, D., Mazloff, M., & Chamberlain, P. (2024). Design and verification of a highly accurate in-situ hyperspectral radiometric measurement system (HyperNav). Frontiers in Remote Sensing, 5, 1369769. https://doi.org/10.3389/frsen.2024.1369769

Tan, J., Frouin, R., Häentjens, N., Barnard, A., Boss, E., Chamberlain, P., Mazloff, M., & Orrico, C. (2024). Reconstructing hyper-spectral downwelling irradiance from multi-spectral measurements. Frontiers in Remote Sensing, 5, 1335627. https://doi.org/10.3389/frsen.2024.1335627

Begouen Demeaux, C., Boss, E., Tan, J., & Frouin, R. (2024). Algorithms to retrieve the spectral diffuse attenuation coefficient of light in the ocean from remote sensing. Optics Express, 32(2), 2507. https://doi.org/10.1364/OE.505497

Castant, J., Vantrepotte, V., Frouin, R., & Beaugrand, G. (2024). Comprehensive gridded dataset of photosynthetically active radiation in the upper ocean from 1958 to 2022. Remote Sensing of Environment, 311, 114305. https://doi.org/10.1016/j.rse.2024.114305

Dupouy, C., Whiteside, A., Tan, J., Wattelez, G., Murakami, H., Andréoli, R., Lefèvre, J., Röttgers, R., Singh, A., & Frouin, R. (2023). A Review of Ocean Color Algorithms to Detect Trichodesmium Oceanic Blooms and Quantify Chlorophyll Concentration in Shallow Coral Lagoons of South Pacific Archipelagos. Remote Sensing, 15(21), 5194. https://doi.org/10.3390/rs15215194

Cesar, G. M., Rudorff, N. M., Oliveira, A. L., Valerio, A. M., Chuqui, M. G., Pompeu, M., Gaeta, S. A., Frouin, R., & Kampel, M. (2023). Bio-optical properties of South Brazil Bight coastal waters and implications for satellite chlorophyll- a concentration retrieval. International Journal of Remote Sensing, 44(7), 2428–2457. https://doi.org/10.1080/01431161.2023.2201385

Tan, J., Frouin, R., & Murakami, H. (2023). Feasibility of cross-calibrating ocean-color sensors in polar orbit using an intermediary geostationary sensor of reference. Frontiers in Remote Sensing, 4, 1072930. https://doi.org/10.3389/frsen.2023.1072930

Whiteside, A., Dupouy, C., Singh, A., Bani, P., Tan, J., & Frouin, R. (2023). Impact of ashes from the 2022 Tonga volcanic eruption on satellite ocean color signatures. Frontiers in Marine Science, 9, 1028022. https://doi.org/10.3389/fmars.2022.1028022

Brewin, R. J. W., Sathyendranath, S., Kulk, G., Rio, M.-H., Concha, J. A., Bell, T. G., Bracher, A., Fichot, C., Frölicher, T. L., Galí, M., Hansell, D. A., Kostadinov, T. S., Mitchell, C., Neeley, A. R., Organelli, E., Richardson, K., Rousseaux, C., Shen, F., Stramski, D., … Woolf, D. K. (2023). Ocean carbon from space: Current status and priorities for the next decade. Earth-Science Reviews, 240, 104386. https://doi.org/10.1016/j.earscirev.2023.104386

Evan, A. T., Porter, W. C., Clemesha, R., Kuwano, A., & Frouin, R. (2023). Characteristics of Dust Storms Generated by Trapped Waves in the Lee of Mountains. Journal of the Atmospheric Sciences, 80(3), 743–761. https://doi.org/10.1175/JAS-D-22-0128.1

Lutz, V., Chidiak, M., Frouin, R., Negri, R., Dogliotti, A. I., Santamaria-del-Angel, E., Berghoff, C. F., Rojas, J., Filipello, C., Astor, Y., Segura, V., Gonzalez-Silvera, A., Escudero, L., Ledesma, J., Ueyoshi, K., Silva, R. I., Ruiz, M. G., Cozzolino, E., Allega, L., … Kampel, M. (2023). Regulation of CO2 by the sea in areas around Latin America in a context of climate change. Environmental Monitoring and Assessment, 195(3), 417. https://doi.org/10.1007/s10661-023-10997-1

Valente, A., Sathyendranath, S., Brotas, V., Groom, S., Grant, M., Jackson, T., Chuprin, A., Taberner, M., Airs, R., Antoine, D., Arnone, R., Balch, W. M., Barker, K., Barlow, R., Bélanger, S., Berthon, J.-F., Beşiktepe, Ş., Borsheim, Y., Bracher, A., … Zibordi, G. (2022). A compilation of global bio-optical in situ data for ocean colour satellite applications – version three. Earth System Science Data, 14(12), 5737–5770. https://doi.org/10.5194/essd-14-5737-2022

Medeiros, T. A. G., Zoffoli, M. L., Frouin, R., Cortivo, F. D., Cesar, G. M., & Kampel, M. (2022). Bio-optical properties of the Brazilian Abrolhos Bank’s shallow coral-reef waters. Frontiers in Remote Sensing, 3, 986013. https://doi.org/10.3389/frsen.2022.986013

Wu, J. H., Goes, J. I., Gomes, H. D., Lee, Z., Noh, J. H., Wei, J. W., Shang, Z. H., Salisbury, J., Mannino, A., Kim, W., Park, Y. J., Ondrusek, M., Lance, V. P., Wang, M. H., & Frouin, R. (2022). Estimates of diurnal and daily net primary productivity using the Geostationary Ocean Color Imager (GOCI) data. Remote Sensing of Environment, 280, 17. https://doi.org/10.1016/j.rse.2022.113183

Zoffoli, M. L., Frouin, R., Moura, R. L., Medeiros, T., Bastos, A. C., & Kampel, M. (2022). Spatial distribution patterns of coral reefs in the Abrolhos region (Brazil, South Atlantic ocean). Continental Shelf Research, 246, 14. https://doi.org/10.1016/j.csr.2022.104808

Hwang, D. J., Frouin, R., Tan, J., Ahn, J. H., Choi, J. K., Moon, J. E., & Ryu, J. H. (2022). Algorithm to estimate daily PAR at the ocean surface from GOCI data: description and evaluation. Frontiers in Marine Science, 9, 15. https://doi.org/10.3389/fmars.2022.924967

Evan, A. T., Porter, W., Clemesha, R., Kuwano, A., & Frouin, R. (2022). Measurements of a dusty density current in the western Sonoran Desert. Journal of Geophysical Research-Atmospheres, 127(8), 22. https://doi.org/10.1029/2021jd035830

Evan, A., Walkowiak, B., & Frouin, R. (2022). On the Misclassification of Dust as Cloud at an AERONET Site in the Sonoran Desert. Journal of Atmospheric and Oceanic Technology, 39(2), 181–191. https://doi.org/10.1175/JTECH-D-21-0114.1

Murakami, H., Antoine, D., Vellucci, V., & Frouin, R. (2022). System vicarious calibration of GCOM-C/SGLI visible and near-infrared channels. Journal of Oceanography, 17. https://doi.org/10.1007/s10872-022-00632-x

Bisson, K. M., Boss, E., Werdell, P. J., Ibrahim, A., Frouin, R., & Behrenfeld, M. J. (2021). Seasonal bias in global ocean color observations. Applied Optics, 60(23), 6978–6988. https://doi.org/10.1364/ao.426137

Cawse-Nicholson, K., Townsend, P. A., Schimel, D., Assiri, A. M., Blake, P. L., Buongiorno, M. F., Campbell, P., Carmon, N., Casey, K. A., Correa-Pabón, R. E., Dahlin, K. M., Dashti, H., Dennison, P. E., Dierssen, H., Erickson, A., Fisher, J. B., Frouin, R., Gatebe, C. K., Gholizadeh, H., … Zhang, Q. (2021). NASA’s surface biology and geology designated observable: A perspective on surface imaging algorithms. Remote Sensing of Environment, 257, 112349. https://doi.org/10.1016/j.rse.2021.112349

Gossn, J. I., Frouin, R., & Dogliotti, A. I. (2021). Atmospheric correction of satellite optical imagery over the Rio de la Plata highly turbid waters using a SWIR-based principal component decomposition technique. Remote Sensing, 13(6). https://doi.org/10.3390/rs13061050

Whiteside, A., Dupouy, C., Singh, A., Frouin, R., Menkes, C., & Lefevre, J. (2021). Automatic detection of optical signatures within and around floating Tonga-Fiji pumice rafts using MODIS, VIIRS, and OLCI satellite sensors. Remote Sensing, 13(3). https://doi.org/10.3390/rs13030501

Tan, J., Frouin, R., Jolivet, D., Compiegne, M., & Ramon, D. (2020). Evaluation of the NASA OBPG MERIS ocean surface PAR product in clear sky conditions. Optics Express, 28(22), 33157–33175. https://doi.org/10.1364/oe.396066

Castillo-Ramirez, A., Santamaria-del-Angel, E., Gonzalez-Silvera, A., Frouin, R., Sebastia-Frasquet, M. T., Tan, J., Lopez-Calderon, J., Sanchez-Velasco, L., & Enriquez-Paredes, L. (2020). A new algorithm to estimate diffuse attenuation coefficient from Secchi disk depth. Journal of Marine Science and Engineering, 8(8). https://doi.org/10.3390/jmse8080558

Dupouy, C., Rottgers, R., Tedetti, M., Frouin, R., Lantoine, F., Rodier, M., Martias, C., & Goutx, M. (2020). Impact of contrasted weather conditions on CDOM absorption/fluorescence and biogeochemistry in the Eastern Lagoon of New Caledonia. Frontiers in Earth Science, 8. https://doi.org/10.3389/feart.2020.00054

Chowdhary, J., Zhai, P. W., Xu, F., Frouin, R., & Ramon, D. (2020). Testbed results for scalar and vector radiative transfer computations of light in atmosphere-ocean systems. Journal of Quantitative Spectroscopy & Radiative Transfer, 242. https://doi.org/10.1016/j.jqsrt.2019.106717

Tan, J., Frouin, R., Ramon, D., & Steinmetz, F. (2019). On the adequacy of representing water reflectance by semi-analytical models in ocean color remote sensing. Remote Sensing, 11(23). https://doi.org/10.3390/rs11232820

Sathyendranath, S., Brewin, R. J. W., Brockmann, C., Brotas, V., Calton, B., Chuprin, A., Cipollini, P., Couto, A. B., Dingle, J., Doerffer, R., Donlon, C., Dowell, M., Farman, A., Grant, M., Groom, S., Horseman, A., Jackson, T., Krasemann, H., Lavender, S., … Platt, T. (2019). An ocean-colour time series for use in climate studies: The experience of the Ocean-Colour Climate Change Initiative (OC-CCI). Sensors, 19(19). https://doi.org/10.3390/s19194285

Ruddick, K. G., Voss, K., Boss, E., Castagna, A., Frouin, R., Gilerson, A., Hieronymi, M., Johnson, B. C., Kuusk, J., Lee, Z., Ondrusek, M., Vabson, V., & Vendt, R. (2019). A review of protocols for fiducial reference measurements of water-leaving radiance for validation of satellite remote-sensing data over water. Remote Sensing, 11(19). https://doi.org/10.3390/rs11192198

Ruddick, K. G., Voss, K., Banks, A. C., Boss, E., Castagna, A., Frouin, R., Hieronymi, M., Jamet, C., Johnson, B. C., Kuusk, J., Lee, Z., Ondrusek, M., Vabson, V., & Vendt, R. (2019). A review of protocols for fiducial reference measurements of downwelling irradiance for the validation of satellite remote sensing data over water. Remote Sensing, 11(15). https://doi.org/10.3390/rs11151742

Valente, A., Sathyendranath, S., Brotas, V., Groom, S., Grant, M., Taberner, M., Antoine, D., Arnone, R., Balch, W. M., Barker, K., Barlow, R., Belanger, S., Berthon, J. F., Besiktepe, S., Borsheim, Y., Bracher, A., Brando, V., Canuti, E., Chavez, F., … Zibordi, G. (2019). A compilation of global bio-optical in situ data for ocean-colour satellite applications - version two. Earth System Science Data, 11(3), 1037–1068. https://doi.org/10.5194/essd-11-1037-2019

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., … Zhai, P. W. (2019). Atmospheric correction of satellite ocean-color imagery during the PACE era. Frontiers in Earth Science, 7. https://doi.org/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. G., Ahmad, Z., Boss, E., Cairns, B., Dierssen, H. M., Diner, D. J., Franz, B., Frouin, R., Gao, B. C., Ibrahim, A., Martins, J. V., … Zhai, P. W. (2019). Retrieving aerosol characteristics from the PACE mission, part 1: Ocean color instrument. Frontiers in Earth Science, 7. https://doi.org/10.3389/feart.2019.00152

Remer, L. A., Knobelspiesse, K., Zhai, P. W., Xu, F., Kalashnikova, O. V., Chowdhary, J., Hasekamp, O., Dubovik, O., Wu, L. H., Ahmad, Z., Boss, E., Cairns, B., Coddington, O., Davis, A. B., Dierssen, H. M., Diner, D. J., Franz, B., Frouin, R., Gao, B. C., … Torres, O. (2019). Retrieving aerosol characteristics from the PACE mission, part 2: Multi-angle and polarimetry. Frontiers in Environmental Science, 7. https://doi.org/10.3389/fenvs.2019.00094

Chowdhary, J., Zhai, P. W., Boss, E., Dierssen, H., Frouin, R., Ibrahim, A., Lee, Z., Remer, L. A., Twardowski, M., Xu, F., Zhang, X. D., Ottaviani, M., Espinosa, W. R., & Ramon, D. (2019). Modeling atmosphere-ocean radiative transfer: A PACE mission perspective. Frontiers in Earth Science, 7. https://doi.org/10.3389/feart.2019.00100

Tan, J., & Frouin, R. (2019). Seasonal and interannual variability of satellite-derived photosynthetically available radiation over the tropical oceans. Journal of Geophysical Research-Oceans, 124(5), 3073–3088. https://doi.org/10.1029/2019jc014942

Jamet, C., Ibrahim, A., Ahmad, Z., Angelini, F., Babin, M., Behrenfeld, M. J., Boss, E., Cairns, B., Churnside, J., Chowdhary, J., Davis, A. B., Dionisi, D., Duforet-Gaurier, L., Franz, B., Frouin, R., Gao, M., Gray, D., Hasekamp, O., He, X. Q., … Zhai, P. W. (2019). Going beyond standard ocean color observations: Lidar and polarimetry. Frontiers in Marine Science, 6. https://doi.org/10.3389/fmars.2019.00251

Frouin, R., Ramon, D., Boss, E., Jolivet, D., Compiegne, M., Tan, J., Bouman, H., Jackson, T., Franz, B., Plett, T., & Sathyendranath, S. (2019). Satellite radiation products for ocean biology and biogeochemistry: Needs, state-of-the-art, gaps, development priorities, and opportunities. Frontiers in Marine Science, 5. https://doi.org/10.3389/fmars.2018.00003

Ramon, D., Steinmetz, F., Jolivet, D., Compiegne, M., & Frouin, R. (2019). Modeling polarized radiative transfer in the ocean-atmosphere system with the GPU-accelerated SMART-G Monte Carlo code. Journal of Quantitative Spectroscopy & Radiative Transfer, 222, 89–107. https://doi.org/10.1016/j.jqsrt.2018.10.017

Betancur-Turizo, S. P., Gonzalez-Silvera, A., Santamaria-del-Angel, E., Tan, J., & Frouin, R. (2018). Evaluation of semi-analytical algorithms to retrieve particulate and dissolved absorption coefficients in Gulf of California optically complex waters. Remote Sensing, 10(9). https://doi.org/10.3390/rs10091443

Rousset, G., De Boissieu, F., Menkes, C. E., Lefevre, J., Frouin, R., Rodier, M., Ridoux, V., Laran, S., Bonnet, S., & Dupouy, C. (2018). Remote sensing of Trichodesmium spp. mats in the western tropical South Pacific. Biogeosciences, 15(16), 5203–5219. https://doi.org/10.5194/bg-15-5203-2018

Dupouy, C., Frouin, R., Tedetti, M., Maillard, M., Rodier, M., Lombard, F., Guidi, L., Picheral, M., Neveux, J., Duhamel, S., Charriere, B., & Sempere, R. (2018). Diazotrophic Trichodesmium impact on UV-Vis radiance and pigment composition in the western tropical South Pacific. Biogeosciences, 15(16), 5249–5269. https://doi.org/10.5194/bg-15-5249-2018

Favareto, L. R., Rudorff, N., Kampel, M., Frouin, R., Rottgers, R., Doxaran, D., Murakami, H., & Dupouy, C. (2018). Bio-optical characterization and ocean colour inversion in the eastern lagoon of New Caledonia, South Tropical Pacific. Remote Sensing, 10(7). https://doi.org/10.3390/rs10071043

Muller-Karger, F. E., Hestir, E., Ade, C., Turpie, K., Roberts, D. A., Siegel, D., Miller, R. J., Humm, D., Izenberg, N., Keller, M., Morgan, F., Frouin, R., Dekker, A. G., Gardner, R., Goodman, J., Schaeffer, B., Franz, B. A., Pahlevan, N., Mannino, A. G., … Jetz, W. (2018). Satellite sensor requirements for monitoring essential biodiversity variables of coastal ecosystems. Ecological Applications, 28(3), 749–760. https://doi.org/10.1002/eap.1682

Zhai, P. W., Knobelspiesse, K., Ibrahim, A., Franz, B. A., Hu, Y. X., Gao, M., & Frouin, R. (2017). Water-leaving contribution to polarized radiation field over ocean. Optics Express, 25(16), A689–A708. https://doi.org/10.1364/oe.25.00a689