Data sets
            
    
                
                    Global distributions of microzooplankton abundance and biomass - Gridded data product (NetCDF) - Contribution to the MAREDAT World Ocean Atlas of Plankton Functional Types
                    Erik Theodoor Buitenhuis, Richard B. Rivkin, Sevrine Sailley, and  Corinne Le Quéré 
                https://doi.org/10.1594/PANGAEA.779970
                
                
                    Global distributions of mesozooplankton abundance and biomass - Gridded data product (NetCDF) - Contribution to the MAREDAT World Ocean Atlas of Plankton Functional Types
                    Todd O'Brien and Roisin Moriarty 
                https://doi.org/10.1594/PANGAEA.785501
                
                
                    Global distributions of epipelagic macrozooplankton abundance and biomass - Gridded data product (NetCDF) - Contribution to the MAREDAT World Ocean Atlas of Plankton Functional Types
                    Roisin Moriarty 
                https://doi.org/10.1594/PANGAEA.777398
                
                
                    Fifty-year changes of the world ocean's surface layer in response to climate change (Version v1)
                    Jean-Baptiste Sallée, Violaine Pellichero, Camille Akhoudas, Etienne Pauthenet, Lucie Vignes, Sunke Schmidtko, Alberto Naveira Garabato, Peter Sutherland, and Mikael Kuusela 
                https://doi.org/10.5281/zenodo.4073174
                
                
                    A new global interior ocean mapped climatology: the 1° ×  1° GLODAP version 2 (https://glodap.info/index.php/mapped-data-product/)
                    S. K. Lauvset, R. M. Key, A. Olsen, S. van Heuven, A. Velo, X. Lin, C. Schirnick, A. Kozyr, T. Tanhua, M. Hoppema, S. Jutterström, R. Steinfeldt, E. Jeansson, M. Ishii, F. F. Perez, T. Suzuki, and S. Watelet 
                https://doi.org/10.5194/essd-8-325-2016
                
                
                    World ocean atlas 2013. Volume 4,  Dissolved inorganic nutrients (phosphate,  nitrate,  silicate)
                    Hernan E. Garcia,  Ricardo A. Locarnini,  Timothy P. Boyer,  John I. Antonov, Olga K. Baranova,  Melissa M. Zweng,  James R. Reagan,   and Daphne R. Johnson 
                https://doi.org/10.7289/V5J67DWD
                
                
                    An Ocean-Colour Time Series   for Use in Climate Studies: The Experience of the Ocean-Colour Climate Change   Initiative (OC-CCI) (https://www.oceancolour.org/thredds/catalog-cci.html)
                    S. Sathyendranath, R. J. Brewin, C. Brockmann, V. Brotas, B. Calton,   A. Chuprin, P. Cipollini, A. B. Couto, J. Dingle, R. Doerffer, C. Donlon,
 M. Dowell, A. Farman, M. Grant, S. Groom, A. Horseman, T. Jackson,   H. Krasemann, S. Lavender, V. Martinez-Vicente, C. Mazeran, F. Mélin,   T. S. Moore, D. Müller, P. Regner, S. Roy, C. J. Steele, F. Steinmetz,   J. Swinton, M. Taberner, A. Thompson, A. Valente, M. Zühlke, V. E. Brando,
 H. Feng, G. Feldman, B. A. Franz, R. Frouin, R. W. Gould, S. B. Hooker,
  M. Kahru, S. Kratzer, B. G. Mitchell, F. E. Muller-Karger, H. M. Sosik,
  K. J. Voss, J. Werdell, and T. Platt 
                https://doi.org/10.3390/s19194285
                
                
                    Three improved Satellite Chlorophyll algorithms for the Southern Ocean (https://imos.org.au/facilities/srs/oceancolour)
                    R. Johnson, P. G. Strutton, S. W. Wright, A. McMinn, and K. M. Meiners 
                https://doi.org/10.1002/jgrc.20270
                
                
                    Fifty-year changes of the world ocean's surface layer in response to climate change (Version v2)
                    Jean-Baptiste Sallée, Violaine Pellichero, Camille Akhoudas, Etienne Pauthenet, Lucie Vignes, Sunke Schmidtko, Alberto Naveira Garabato, Peter Sutherland, and Mikael Kuusela 
                https://doi.org/10.5281/zenodo.5776180
                
                
                    A multi-decade record of high-quality fCO2 data in version 3 of the Surface Ocean CO2 Atlas (SOCAT) (https://socat.info/index.php/previous-versions/)
                    Dorothee C. E. Bakker, Benjamin Pfeil, Camilla S. Landa, Nicolas Metzl, Kevin M. O'Brien, Are Olsen, Karl Smith, Cathy Cosca, Sumiko Harasawa, Stephen D. Jones, Shin-ichiro Nakaoka, Yukihiro Nojiri, Ute Schuster, Tobias Steinhoff, Colm Sweeney, Taro Takahashi, Bronte Tilbrook, Chisato Wada, Rik Wanninkhof, Simone R. Alin, Carlos F. Balestrini, Leticia Barbero, Nicholas R. Bates, Alejandro A. Bianchi, Frédéric Bonou, Jacqueline Boutin, Yann Bozec, Eugene F. Burger, Wei-Jun Cai, Robert D. Castle, Liqi Chen, Melissa Chierici, Kim Currie, Wiley Evans, Charles Featherstone, Richard A. Feely, Agneta Fransson, Catherine Goyet, Naomi Greenwood, Luke Gregor, Steven Hankin, Nick J. Hardman-Mountford, Jérôme Harlay, Judith Hauck, Mario Hoppema, Matthew P. Humphreys, Christopher W. Hunt, Betty Huss, J. Severino P. Ibánhez, Truls Johannessen, Ralph Keeling, Vassilis Kitidis, Arne Körtzinger, Alex Kozyr, Evangelia Krasakopoulou, Akira Kuwata, Peter Landschützer, Siv K. Lauvset, Nathalie Lefèvre, Claire Lo Monaco, Ansley Manke, Jeremy T. Mathis, Liliane Merlivat, Frank J. Millero, Pedro M. S. Monteiro, David R. Munro, Akihiko Murata, Timothy Newberger, Abdirahman M. Omar, Tsuneo Ono, Kristina Paterson, David Pearce, Denis Pierrot, Lisa L. Robbins, Shu Saito, Joe Salisbury, Reiner Schlitzer, Bernd Schneider, Roland Schweitzer, Rainer Sieger, Ingunn Skjelvan, Kevin F. Sullivan, Stewart C. Sutherland, Adrienne J. Sutton, Kazuaki Tadokoro, Maciej Telszewski, Matthias Tuma, Steven M. A. C. van Heuven, Doug Vandemark, Brian Ward, Andrew J. Watson, and Suqing Xu 
                https://doi.org/10.5194/essd-8-383-2016
                
                
                    A seamless ensemble-based reconstruction of surface ocean pCO2 and air–sea CO2 fluxes over the global coastal and open oceans (https://data.marine.copernicus.eu/product/MULTIOBS_GLO_BIO_CARBON_SURFACE_REP_015_008/description)
                    Thi Tuyet Trang Chau, Marion Gehlen, and Frédéric Chevallier 
                https://doi.org/10.5194/bg-19-1087-2022
                
                
                    Global Carbon Budget 2021 (https://globalcarbonbudgetdata.org)
                    Pierre Friedlingstein, Matthew W. Jones, Michael O'Sullivan, Robbie M. Andrew, Dorothee C. E. Bakker, Judith Hauck, Corinne Le Quéré, Glen P. Peters, Wouter Peters, Julia Pongratz, Stephen Sitch, Josep G. Canadell, Philippe Ciais, Rob B. Jackson, Simone R. Alin, Peter Anthoni, Nicholas R. Bates, Meike Becker, Nicolas Bellouin, Laurent Bopp, Thi Tuyet Trang Chau, Frédéric Chevallier, Louise P. Chini, Margot Cronin, Kim I. Currie, Bertrand Decharme, Laique M. Djeutchouang, Xinyu Dou, Wiley Evans, Richard A. Feely, Liang Feng, Thomas Gasser, Dennis Gilfillan, Thanos Gkritzalis, Giacomo Grassi, Luke Gregor, Nicolas Gruber, Özgür Gürses, Ian Harris, Richard A. Houghton, George C. Hurtt, Yosuke Iida, Tatiana Ilyina, Ingrid T. Luijkx, Atul Jain, Steve D. Jones, Etsushi Kato, Daniel Kennedy, Kees Klein Goldewijk, Jürgen Knauer, Jan Ivar Korsbakken, Arne Körtzinger, Peter Landschützer, Siv K. Lauvset, Nathalie Lefèvre, Sebastian Lienert, Junjie Liu, Gregg Marland, Patrick C. McGuire, Joe R. Melton, David R. Munro, Julia E. M. S. Nabel, Shin-Ichiro Nakaoka, Yosuke Niwa, Tsuneo Ono, Denis Pierrot, Benjamin Poulter, Gregor Rehder, Laure Resplandy, Eddy Robertson, Christian Rödenbeck, Thais M. Rosan, Jörg Schwinger, Clemens Schwingshackl, Roland Séférian, Adrienne J. Sutton, Colm Sweeney, Toste Tanhua, Pieter P. Tans, Hanqin Tian, Bronte Tilbrook, Francesco Tubiello, Guido R. van der Werf, Nicolas Vuichard, Chisato Wada, Rik Wanninkhof, Andrew J. Watson, David Willis, Andrew J. Wiltshire, Wenping Yuan, Chao Yue, Xu Yue, Sönke Zaehle, and Jiye Zeng 
                https://doi.org/10.5194/essd-14-1917-2022
                
                
                    Ocean biogeochemistry in the coupled ocean–sea ice–biogeochemistry model FESOM2.1–REcoM3 (0.1.0)
                    Özgür Gürses, Laurent Oziel, Onur Karakus, Dmitry Sidorenko, Christoph Völker, Ying Ye, Moritz Zeising, Martin Butzin, and Judith Hauck 
                https://doi.org/10.5281/zenodo.8276875