FN Archimer Export Format PT J TI A Review of Ocean Color Algorithms to Detect Trichodesmium Oceanic Blooms and Quantify Chlorophyll Concentration in Shallow Coral Lagoons of South Pacific Archipelagos BT AF Dupouy, Cécile Whiteside, Andra Tan, Jing Wattelez, Guillaume Murakami, Hiroshi Andréoli, Rémi Lefèvre, Jérôme Röttgers, Rüdiger Singh, Awnesh Frouin, Robert AS 1:1,2;2:1,2;3:3;4:4;5:5;6:6;7:7;8:8;9:2;10:3; FF 1:;2:;3:;4:;5:;6:;7:;8:;9:;10:; C1 Aix-Marseille Université, Université de Toulon, IRD, CNRS/INSU, Mediterranean Institute of Oceanography, MIO UM 110, 13288 Marseille, France Pacific Centre for Environment and Sustainable Development (PaCE-SD), The University of the South Pacific, Laucala Campus, Suva, Fiji Scripps Institution of Oceanography, University of California San Diego, 8810 Shellback Way, La Jolla, CA 92093, USA Interdisciplinary Laboratory for Research in Education, EA 7483, University of New Caledonia, Avenue James Cook, Nouméa 98800, New Caledonia Japan Aerospace Exploration Agency, Tsukuba 305-8505, Ibaraki, Japan Bluecham SAS, Nouméa 98848, New Caledonia ENTROPIE, Centre IRD de Nouméa, BP A5, Nouméa 98848, New Caledonia Institute of Carbon Cycles, Helmholtz-Zentrum HEREON, Max-Planck-Str. 1, Building 70, D-21502 Geesthacht, Germany C2 UNIV AIX MARSEILLE, FRANCE UNIV SOUTH PACIFIC, FIJI UNIV CALIF SAN DIEGO, USA UNIV NOUVELLE CALEDONIE, FRANCE JAXA, JAPAN BLUECHAM SAS, FRANCE IRD, FRANCE HZG, GERMANY UM ENTROPIE IN WOS Cotutelle UMR DOAJ copubli-france copubli-europe copubli-univ-france copubli-int-hors-europe copubli-sud IF 5 TC 1 UR https://archimer.ifremer.fr/doc/00871/98267/107623.pdf LA English DT Article CR BISSECOTE CALIOPE 01 CALIOPE 02 CALIOPE 03 COMEVA 1 COMEVA 2 DIAPALIS DIAPALIS 1 DIAPALIS 2 DIAPALIS 3 DIAPALIS 4 DIAPALIS 5 DIAPALIS 6 DIAPALIS 7 DIAPALIS 8 DIAPALIS 9 EBENE ECHOLAG FLUPAC MOANA-MATY 2018 OUTPACE SOKOWASA 2022 SPOT VALHYBIO ZONALFLUX BO Alis L'Atalante Thomas G. Thompson DE ;chlorophyll-a concentration;ocean color;Trichodesmium blooms;bathymetry;water column attenuation correction;MODIS;MERIS;Sentinel 2;remote sensing;reflectance;algorithms;inversion method;seabed mapping;clustering;support vector machine;New Caledonia;Fiji Islands;Southwestern Tropical Pacific AB The oceanic waters of the Southwest Tropical Pacific occupy a vast region including multiple Pacific Island Countries. The state of these waters is determinant for fisheries and the blue economy. Ocean color remote sensing is the main tool to survey the variability and long-term evolution of these large areas that are important for economic development but are affected by climate change. Unlike vast oligotrophic gyres, tropical waters are characterized by numerous archipelagos and islands, with deep and shallow lagoons subjected to the large impacts of the land. Strikingly large dendritic phytoplankton (Trichodesmium) blooms with high levels of chlorophyll, developing within archipelagos, as well as coastal enrichments from various origins may be observed. Algorithms to detect the presence of Trichodesmium have been developed or adapted, as well as algorithms to estimate the chlorophyll concentration ([Chl-a)]. Adapting existing [Chl-a] algorithms does not always yield high, i.e., sufficient, accuracy. A review of published regional bio-optical algorithms developed taking into account the specific phytoplankton composition and minimizing the adverse impacts of particles and the seabed bottom on [Chl-a] determination is presented, as well the bio-optical database that allowed their development. The interest of such algorithms for a variety of applications and scientific accomplishments is highlighted, with a view to further addressing the main biology and biogeochemistry questions, e.g., to determine the true impact of diazotrophs and assess lagoon [Chl-a] variability with the highest confidence. This work anticipates the use of future coarse and high-spatial-resolution and multi- and hyper-spectral satellite imagery in the Pacific. PY 2023 PD NOV SO Remote Sensing SN 2072-4292 PU MDPI AG VL 15 IS 21 UT 001103279100001 DI 10.3390/rs15215194 ID 98267 ER EF