A data set of collocated satellite remote sensing reflectance from GlobColour merged products, chlorophyll a concentration of phytoplankton functional types derived from in situ pigment data, and CMEMS sea surface temperature from 2002 to 2012

doi:doi:10.1594/PANGAEA.930087

A data set of collocated satellite remote sensing reflectance from GlobColour merged products, chlorophyll a concentration of phytoplankton functional types derived from in situ pigment data, and CMEMS sea surface temperature from 2002 to 2012

This data set provides the collocated data of remote sensing reflectance (Rrs) at 9 bands extracted from the merged ocean color products from GlobColour archive (https://www.globcolour.info/), satellite sea surface temperature from CMEMS (https://marine.copernicus.eu/), and chlorophyll a concentrations (Chl-a) derived from a global database of in situ HPLC pigment data collected from 2002 to 2012. The total Chl-a, Chl-a of six phytoplankton functional types (PFTs) that are diatoms, dinoflagellates, haptophytes, green algae, prokaryotes and Prochlorococcus, and two fractions of prokaryotes and Prochlorococcus are included in this data set. PFT Chl-a and fractions are derived using an updated diagnostic pigment analysis (DPA) method (Soppa et al., 2014; Losa et al., 2017), that was originally developed by Vidussi et al. (2001), adapted in Uitz et al. (2006) and further refined by Hirata et al. (2011) and Brewin et al. (2015). Matchups of satellite Rrs to in situ PFT data (which were also matchups to SST) were extracted from global 4-km daily merged products. Extraction and averaging protocol including quality control were described in detail in Xi et al. (2020).

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Cite this as

Xi, Hongyan, Losa, Svetlana N, Mangin, Antoine, Garnesson, Philippe, Bretagnon, Marine, Demaria, Julien, Soppa, Mariana A, Hembise Fanton d'Andon, Odile, Bracher, Astrid (2021). Dataset: A data set of collocated satellite remote sensing reflectance from GlobColour merged products, chlorophyll a concentration of phytoplankton functional types derived from in situ pigment data, and CMEMS sea surface temperature from 2002 to 2012. https://doi.org/10.1594/PANGAEA.930087

DOI retrieved: 2021

Additional Info

Field	Value
Imported on	November 30, 2024
Last update	November 30, 2024
License	CC-BY-4.0
Source	https://doi.org/10.1594/PANGAEA.930087
Author	Xi, Hongyan
Given Name	Hongyan
Family Name	Xi
More Authors	Losa, Svetlana N Mangin, Antoine Garnesson, Philippe Bretagnon, Marine Demaria, Julien Soppa, Mariana A Hembise Fanton d'Andon, Odile Bracher, Astrid
Source Creation	2021
Publication Year	2021
Resource Type	text/tab-separated-values - filename: Xi-etal_2021
Subject Areas	Name: BiologicalClassification Name: Chemistry
Related Identifiers	Title: Global chlorophyll a concentrations of phytoplankton functional types with detailed uncertainty assessment using multi-sensor ocean color and sea surface temperature satellite products Identifier: https://doi.org/10.1029/2020JC017127 Type: DOI Relation: References Year: 2021 Source: Journal of Geophysical Research: Oceans Authors: Xi Hongyan , Losa Svetlana N , Mangin Antoine , Garnesson Philippe , Bretagnon Marine , Demaria Julien , Soppa Mariana A , Hembise Fanton d'Andon Odile , Bracher Astrid , Losa Svetlana N , Soppa Mariana A , Dinter Tilman , Wolanin Aleksandra , Brewin Robert J W , Bricaud Annick , Oelker Julia , Peeken Ilka , Gentili Bernard , Rozanov Vladimir V , Bracher Astrid , Soppa Mariana A , Hirata Takafumi , Silva Brenner , Dinter Tilman , Peeken Ilka , Wiegmann Sonja , Bracher Astrid , Uitz Julia , Claustre Hervé , Morel André , Hooker Stanford B , Xi Hongyan , Losa Svetlana N , Mangin Antoine , Soppa Mariana A , Garnesson Philippe , Demaria Julien , Liu Yangyang , Hembise Fanton d'Andon Odile , Bracher Astrid . Title: Synergistic Exploitation of Hyper- and Multi-Spectral Precursor Sentinel Measurements to Determine Phytoplankton Functional Types (SynSenPFT) Identifier: https://doi.org/10.3389/fmars.2017.00203 Type: DOI Relation: References Year: 2017 Source: Frontiers in Marine Science Authors: Xi Hongyan , Losa Svetlana N , Mangin Antoine , Garnesson Philippe , Bretagnon Marine , Demaria Julien , Soppa Mariana A , Hembise Fanton d'Andon Odile , Bracher Astrid , Losa Svetlana N , Soppa Mariana A , Dinter Tilman , Wolanin Aleksandra , Brewin Robert J W , Bricaud Annick , Oelker Julia , Peeken Ilka , Gentili Bernard , Rozanov Vladimir V , Bracher Astrid , Soppa Mariana A , Hirata Takafumi , Silva Brenner , Dinter Tilman , Peeken Ilka , Wiegmann Sonja , Bracher Astrid , Uitz Julia , Claustre Hervé , Morel André , Hooker Stanford B , Xi Hongyan , Losa Svetlana N , Mangin Antoine , Soppa Mariana A , Garnesson Philippe , Demaria Julien , Liu Yangyang , Hembise Fanton d'Andon Odile , Bracher Astrid . Title: Global retrieval of diatom abundance based on phytoplankton pigments and satellite data Identifier: https://doi.org/10.3390/rs61010089 Type: DOI Relation: References Year: 2014 Source: Remote Sensing Authors: Xi Hongyan , Losa Svetlana N , Mangin Antoine , Garnesson Philippe , Bretagnon Marine , Demaria Julien , Soppa Mariana A , Hembise Fanton d'Andon Odile , Bracher Astrid , Losa Svetlana N , Soppa Mariana A , Dinter Tilman , Wolanin Aleksandra , Brewin Robert J W , Bricaud Annick , Oelker Julia , Peeken Ilka , Gentili Bernard , Rozanov Vladimir V , Bracher Astrid , Soppa Mariana A , Hirata Takafumi , Silva Brenner , Dinter Tilman , Peeken Ilka , Wiegmann Sonja , Bracher Astrid , Uitz Julia , Claustre Hervé , Morel André , Hooker Stanford B , Xi Hongyan , Losa Svetlana N , Mangin Antoine , Soppa Mariana A , Garnesson Philippe , Demaria Julien , Liu Yangyang , Hembise Fanton d'Andon Odile , Bracher Astrid . Title: Vertical distribution of phytoplankton communities in open ocean: An assessment based on surface chlorophyll Identifier: https://doi.org/10.1029/2005JC003207 Type: DOI Relation: References Year: 2006 Source: Journal of Geophysical Research Authors: Xi Hongyan , Losa Svetlana N , Mangin Antoine , Garnesson Philippe , Bretagnon Marine , Demaria Julien , Soppa Mariana A , Hembise Fanton d'Andon Odile , Bracher Astrid , Losa Svetlana N , Soppa Mariana A , Dinter Tilman , Wolanin Aleksandra , Brewin Robert J W , Bricaud Annick , Oelker Julia , Peeken Ilka , Gentili Bernard , Rozanov Vladimir V , Bracher Astrid , Soppa Mariana A , Hirata Takafumi , Silva Brenner , Dinter Tilman , Peeken Ilka , Wiegmann Sonja , Bracher Astrid , Uitz Julia , Claustre Hervé , Morel André , Hooker Stanford B , Xi Hongyan , Losa Svetlana N , Mangin Antoine , Soppa Mariana A , Garnesson Philippe , Demaria Julien , Liu Yangyang , Hembise Fanton d'Andon Odile , Bracher Astrid . Title: Global retrieval of phytoplankton functional types based on empirical orthogonal functions using CMEMS GlobColour merged products and further extension to OLCI data Identifier: https://doi.org/10.1016/j.rse.2020.111704 Type: DOI Relation: References Year: 2020 Source: Remote Sensing of Environment Authors: Xi Hongyan , Losa Svetlana N , Mangin Antoine , Garnesson Philippe , Bretagnon Marine , Demaria Julien , Soppa Mariana A , Hembise Fanton d'Andon Odile , Bracher Astrid , Losa Svetlana N , Soppa Mariana A , Dinter Tilman , Wolanin Aleksandra , Brewin Robert J W , Bricaud Annick , Oelker Julia , Peeken Ilka , Gentili Bernard , Rozanov Vladimir V , Bracher Astrid , Soppa Mariana A , Hirata Takafumi , Silva Brenner , Dinter Tilman , Peeken Ilka , Wiegmann Sonja , Bracher Astrid , Uitz Julia , Claustre Hervé , Morel André , Hooker Stanford B , Xi Hongyan , Losa Svetlana N , Mangin Antoine , Soppa Mariana A , Garnesson Philippe , Demaria Julien , Liu Yangyang , Hembise Fanton d'Andon Odile , Bracher Astrid .