P. Labrosse, R. Fichez, R. Farman, and T. Adams, Regional Chapters: The Indian Ocean to the Pacific, Seas at the Millenium: An Environmental Evaluation, pp.723-736, 2000.

S. Sarramegna and . Emr, Expertise Environnementale Des Conséquences des Fortes Précipitations Observées les 02 et 03 juillet 2013 sur les Communautés Récifo-Lagonaires Des Baies Kué et Port-Boisé Available online: http://www.oeil.nc/cdrn/index, p.5618, 2015.

G. De-'ath, K. Fabricius, H. Sweatman, and M. Puotinen, The 27-year decline of coral cover on the Great Barrier Reef and its causes Spatial and temporal extension of eutrophication associated with shrimp farm wastewater discharges in the New Caledonia lagoon, Proc. Natl. Acad. Sci. USA 2012, pp.17995-17999, 2010.

J. Torréton, E. J. Rochelle-newall, A. Jouon, V. Faure, S. Jacquet et al., Correspondence between the distribution of hydrodynamic time parameters and the distribution of biological and chemical variables in a semi-enclosed coral reef lagoon, Estuarine, Coastal and Shelf Science, vol.74, issue.4, pp.766-776, 2007.
DOI : 10.1016/j.ecss.2007.05.018

P. Houk, J. Raubani, R. Le-borgne, M. Rodier, and J. Neveux, Acanthaster planci outbreaks in Vanuatu coincide with oceanically-derived chlorophyll blooms, furthering consistencies throughout the Pacific The impact of terrigeneous inputs on the Bay of Ouinne (New Caledonia) phytoplankton communities: A spectrofluorometric and microscopic approach, J. Oceanogr. Estuar. Coast. Shelf Sci, vol.66, issue.64, pp.435-438, 2005.

C. Dupouy, R. Frouin, R. Röttgers, J. Neveux, F. Gallois et al., Ocean color response to an episode of heavy rainfall in the lagoon of New Caledonia, Ocean Remote Sensing: Methods and Applications, p.7459, 2009.
DOI : 10.1117/12.829251

A. Ganachaud, A. Vega, M. Rodier, C. Dupouy, C. Maes et al., Observed impact of upwelling events on water properties and biological activity off the southwest coast of New Caledonia, Marine Pollution Bulletin, vol.61, issue.7-12, pp.61-449, 2010.
DOI : 10.1016/j.marpolbul.2010.06.042
URL : https://hal.archives-ouvertes.fr/hal-00534034

J. Neveux, J. Lefebvre, R. Le-gendre, C. Dupouy, F. Gallois et al., Phytoplankton dynamics in the southern New Caledonian lagoon during a southeast trade winds event, Journal of Marine Systems, vol.82, issue.4, pp.230-244, 2010.
DOI : 10.1016/j.jmarsys.2010.05.010
URL : https://hal.archives-ouvertes.fr/hal-00952183

R. Fuchs, C. Dupouy, P. Douillet, F. Dumas, M. Caillaud et al., Modelling the impact of a La Ni??a event on a South West Pacific Lagoon, Marine Pollution Bulletin, vol.64, issue.8, pp.1596-1613, 2012.
DOI : 10.1016/j.marpolbul.2012.05.016

R. Fuchs, C. Pinazo, P. Douillet, M. Fraysse, C. Grenz et al., Modelling ocean???lagoon interaction during upwelling processes in the South West of New Caledonia, Estuarine, Coastal and Shelf Science, vol.135, pp.5-17, 2013.
DOI : 10.1016/j.ecss.2013.03.009
URL : https://hal.archives-ouvertes.fr/hal-00807702

R. Berkelmans, G. De-'ath, S. Kininmonth, and W. J. Skirving, A comparison of the 1998 and 2002 coral bleaching events on the Great Barrier Reef: spatial correlation, patterns, and predictions, Coral Reefs, vol.17, issue.1, pp.74-83, 2004.
DOI : 10.1007/s00338-003-0353-y

A. H. Baird and P. A. Marshall, Mortality, growth and reproduction in scleractinian corals following bleaching on the Great Barrier Reef, Marine Ecology Progress Series, vol.237, pp.133-141, 2002.
DOI : 10.3354/meps237133

O. , J. E. Maritorena, S. Mitchell, B. G. Siegel, D. A. Carder et al., Ocean color chlorophyll algorithms for SeaWiFS, J. Geophys. Res, pp.24937-24953, 1998.

A. Morel and L. Prieur, Analysis of variations in ocean color1, Limnology and Oceanography, vol.22, issue.4, pp.709-722, 1977.
DOI : 10.4319/lo.1977.22.4.0709

C. Hu, Z. Lee, and B. Franz, Chlorophyll a algorithms for oligotrophic oceans: A novel approach based on three-band reflectance difference, J. Geophys. Res, vol.117, p.1011, 2012.

J. P. Cannizzaro and K. L. Carder, Estimating chlorophyll a concentrations from remote-sensing reflectance in optically shallow waters, Remote Sensing of Environment, vol.101, issue.1, pp.13-24, 2006.
DOI : 10.1016/j.rse.2005.12.002

B. Nechad, K. Ruddick, T. Schroeder, K. Oubelkheir, D. Blondeau-patissier et al., CoastColour Round Robin datasets: a database to evaluate the performance of algorithms for the retrieval of water quality parameters in coastal waters, Earth System Science Data Discussions, vol.8, issue.1, pp.2015-173
DOI : 10.5194/essdd-8-173-2015

N. T. Ha, K. Koike, and M. T. Nhuan, Improved Accuracy of Chlorophyll-a Concentration Estimates from MODIS Imagery Using a Two-Band Ratio Algorithm and Geostatistics: As Applied to the Monitoring of Eutrophication Processes over Tien Yen Bay (Northern Vietnam), Remote Sensing, vol.6, issue.1, pp.421-442, 2014.
DOI : 10.3390/rs6010421

R. Samli, N. Sivri, S. Sevgen, and V. Z. Kiremitci, Applying artificial neural networks for the estimation of chlorophyll-a concentrations along the Istanbul coast, Pol. J. Environ. Stud, vol.23, pp.1281-1287, 2014.

H. Zhan, Application of support vector machines in inverse problems in ocean color remote sensing. Stud. Fuzziness Soft Comput, pp.387-398, 2005.

G. Camps-valls, L. Bruzzone, J. L. Rojo-alvarez, and F. Melgeni, Robust Support Vector Regression for Biophysical Variable Estimation From Remotely Sensed Images, IEEE Geoscience and Remote Sensing Letters, vol.3, issue.3, pp.1-5, 2006.
DOI : 10.1109/LGRS.2006.871748

G. Camps-valls, L. Gómez-chova, J. Muñoz-marí, and J. Vila-francés, Retrieval of oceanic chlorophyll concentration with relevance vector machines, Remote Sensing of Environment, vol.105, issue.1, pp.23-33, 2006.
DOI : 10.1016/j.rse.2006.06.004

C. Dupouy, J. Neveux, S. Ouillon, R. Frouin, H. Murakami et al., Inherent optical properties and satellite retrieval of chlorophyll concentration in the lagoon and open ocean waters of New Caledonia, Marine Pollution Bulletin, vol.61, issue.7-12, pp.61-503, 2010.
DOI : 10.1016/j.marpolbul.2010.06.039
URL : https://hal.archives-ouvertes.fr/hal-00787679

C. Dupouy, G. Wattelez, R. Fuchs, J. Lefèvre, M. Mangeas et al., The Colour of the Coral Sea, The Future of the Coral Sea Reefs and Sea Mounts, Proceedings of the 12th International Coral Reef Symposium, pp.9-13, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00746470

S. Ouillon, P. Douillet, A. Petrenko, J. Neveux, C. Dupouy et al., Optical Algorithms at Satellite Wavelengths for Total Suspended Matter in Tropical Coastal Waters, Sensors, vol.8, issue.7, pp.4165-4185, 2008.
DOI : 10.3390/s8074165
URL : https://hal.archives-ouvertes.fr/hal-00687706

Z. P. Lee, Intercomparison of shallow water bathymetry, hydro-optics, and benthos mapping techniques in Australian and Caribbean coastal environments, Limnol. Oceanogr. Methods, vol.9, pp.396-425, 2011.

H. Murakami and C. Dupouy, Atmospheric correction and inherent optical property estimation in the southwest New Caledonia lagoon using AVNIR-2 high-resolution data, Applied Optics, vol.52, issue.2, pp.182-198, 2013.
DOI : 10.1364/AO.52.000182
URL : https://hal.archives-ouvertes.fr/ird-00862977

A. Minghelli-roman and C. Dupouy, Influence of Water Column Chlorophyll Concentration on Bathymetric Estimations in the Lagoon of New Caledonia, Using Several MERIS Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol.6, issue.2, pp.739-745
DOI : 10.1109/JSTARS.2013.2239260
URL : https://hal.archives-ouvertes.fr/ird-00863475

A. Minghelli-roman and C. Dupouy, Correction of the Water Column Attenuation: Application to the Seabed Mapping of the Lagoon of New Caledonia Using MERIS Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol.7, issue.6, pp.2617-2629, 2014.
DOI : 10.1109/JSTARS.2014.2307956
URL : https://hal.archives-ouvertes.fr/hal-01479798

F. Gohin, J. N. Druhon, and L. Lampert, A five channel chlorophyll concentration algorithm applied to SeaWiFS data processed by SeaDAS in coastal waters, International Journal of Remote Sensing, vol.23, issue.8, pp.1639-1661, 2002.
DOI : 10.1080/014311699212533

R. Katlane, C. Dupouy, and F. Zargouni, Chlorophyll and turbidity concentrations as an index of water quality of the Gulf of Gabes from MODIS in, pp.265-273, 2009.
URL : https://hal.archives-ouvertes.fr/hal-00746569

C. Dupouy, T. Savranski, J. Lefèvre, M. Despinoy, M. Mangeas et al., Monitoring optical properties of the southwest tropical Pacific, Remote Sensing of the Coastal Ocean, Land, and Atmosphere Environment, 2010.
DOI : 10.1117/12.869888

G. Wattelez, C. Dupouy, M. Mangeas, J. Lefèvre, T. Touraivane et al., A statistical algorithm for estimating chlorophyll concentration from MODIS data, Proceedings of the Ocean Remote Sensing and Monitoring from Space, pp.13-17, 2014.

. Seabass, Available online: http://seabass.gsfc.nasa.gov/ (accessed on, 2015.

S. W. Bailey and P. J. Werdell, A multi-sensor approach for the on-orbit validation of ocean color satellite data products, Remote Sensing of Environment, vol.102, issue.1-2, pp.12-23, 2006.
DOI : 10.1016/j.rse.2006.01.015

J. Lefèvre, The VALHYSAT Project: MODIS-DB Database: Description Guide of the Database, 2010.

T. Savranski, Télédétection de la Chlorophylle de Surface dans un SystèMe Lagonaire Tropical: Validation de Données MODIS Couleur de l'eau du lagon Sud-Ouest de Nouvelle-Calédonie, Rapport de Stage Master 2 Professionnel: Surveillance et Gestion de l'Environnement (direction de C. Dupouy), 2010.

R. Matarrese, M. T. Chiaradia, K. Tijani, A. Morea, and R. Carlucci, Chlorophyll a multi-temporal analysis in coastal waters with MODIS data, Ital. J. Remote Sens, vol.43, pp.39-48, 2011.

M. Kahru, R. M. Kudela, C. R. Anderson, M. Manzano-sarabia, and B. G. Mitchell, Evaluation of Satellite Retrievals of Ocean Chlorophyll-a in the California Current. Remote Sens, pp.8524-8540, 2014.

S. Ouillon, P. Douillet, J. P. Lefebvre, R. Le-gendre, A. Jouon et al., Circulation and suspended sediment transport in a coral reef lagoon: The south-west lagoon of New Caledonia, Marine Pollution Bulletin, vol.61, issue.7-12, pp.61-269, 2010.
DOI : 10.1016/j.marpolbul.2010.06.023
URL : https://hal.archives-ouvertes.fr/insu-00562256