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Machine learning in marine ecology: an overview of techniques and applications

CITE Title : Machine learning in marine ecology: an overview of techniques and applications Personal Author(s) : Rubbens, Peter;Brodie, Stephanie;Cordier, Tristan;Destro Barcellos, Diogo;Devos, Paul;Fernandes-Salvador, Jose A;Fincham, Jennifer I;Gomes, Alessandra;Handegard, Nils Olav;Howell, Kerry;Jamet, Cédric;Kartveit, Kyrre Heldal;Moustahfid, Hassan;Parcerisas, Clea;Politikos, Dimitris;Sauzède, Raphaëlle;Sokolova, Maria;Uusitalo, Laura;Van den Bulcke, Laure;van Helmond, Aloysius T M;Watson, Jordan T;Welch, Heather;Beltran-Perez, Oscar;Chaffron, Samuel;Greenberg, David S;Kühn, Bernhard;Kiko, Rainer;Lo, Madiop;Lopes, Rubens M;Möller, Klas Ove;Michaels, William;Pala, Ahmet;Romagnan, Jean-Baptiste;Schuchert, Pia;Seydi, Vahid;Villasante, Sebastian;Malde, Ketil;Irisson, Jean-Olivier; Published Date : 2023 Source : ICES Journal of Marine Science, 80(7), 1829-1853 DOI : https://doi.org/10.1093/icesjms/fsad100 Journal Title : ICES Journal of Marine Science Rubbens, Peter et al. (2023). Machine learning in marine ecology: an overview of techniques and applications. 80(7). https://doi.org/10.1093/icesjms/fsad100 Rubbens, Peter et al. "Machine learning in marine ecology: an overview of techniques and applications" 80, no. 7 (2023), https://doi.org/10.1093/icesjms/fsad100 Rubbens, Peter et al. "Machine learning in marine ecology: an overview of techniques and applications" vol. 80, no. 7, 2023, https://doi.org/10.1093/icesjms/fsad100 Export RIS Citation Information.

:

Rubbens, Peter ;

Brodie, Stephanie

2023 | ICES Journal of Marine Science, 80(7), 1829-1853

:

Machine learning covers a large set of algorithms that can be trained to identify patterns in data. Thanks to the increase in the amount of data and c...
Globally Consistent Quantitative Observations of Planktonic Ecosystems

CITE Title : Globally Consistent Quantitative Observations of Planktonic Ecosystems Personal Author(s) : Lombard, Fabien;Boss, Emmanuel;Waite, Anya M.;Vogt, Meike;Uitz, Julia;Stemmann, Lars;Sosik, Heidi M.;Schulz, Jan;Romagnan, Jean-Baptiste;Picheral, Marc;Pearlman, Jay;Ohman, Mark D.;Niehoff, Barbara;Möller, Klas O.;Miloslavich, Patricia;Lara-Lpez, Ana;Kudela, Raphael;Lopes, Rubens M.;Kiko, Rainer;Karp-Boss, Lee;Jaffe, Jules S.;Iversen, Morten H.;Irisson, Jean-Olivier;Fennel, Katja;Hauss, Helena;Guidi, Lionel;Gorsky, Gaby;Giering, Sarah L. C.;Gaube, Peter;Gallager, Scott;Dubelaar, George;Cowen, Robert K.;Carlotti, François;Briseño-Avena, Christian;Berline, Léo;Benoit-Bird, Kelly;Bax, Nicholas;Batten, Sonia;Ayata, Sakina Dorothée;Artigas, Luis Felipe;Appeltans, Ward; Published Date : 2019 Source : Front. Mar. Sci., 25 April 2019 DOI : https://doi.org/10.3389/fmars.2019.00196 Journal Title : Frontiers in Marine Science Lombard, Fabien et al. (2019). Globally Consistent Quantitative Observations of Planktonic Ecosystems. 6https://doi.org/10.3389/fmars.2019.00196 Lombard, Fabien et al. "Globally Consistent Quantitative Observations of Planktonic Ecosystems" 6 (2019), https://doi.org/10.3389/fmars.2019.00196 Lombard, Fabien et al. "Globally Consistent Quantitative Observations of Planktonic Ecosystems" vol. 6, 2019, https://doi.org/10.3389/fmars.2019.00196 Export RIS Citation Information.

:

Lombard, Fabien ;

Boss, Emmanuel

2019 | Front. Mar. Sci., 25 April 2019

:

In this paper we review the technologies available to make globally quantitative observations of particles in general—and plankton in particular—i...
First release of the Pelagic Size Structure database: global datasets of marine size spectra obtained from plankton imaging devices

CITE Title : First release of the Pelagic Size Structure database: global datasets of marine size spectra obtained from plankton imaging devices Personal Author(s) : Dugenne, Mathilde;Corrales-Ugalde, Marco;Luo, Jessica Y.;Kiko, Rainer;O'Brien, Todd D.;Irisson, Jean-Olivier;Lombard, Fabien;Stemmann, Lars;Stock, Charles;Anderson, Clarissa R.;Babin, Marcel;Bhairy, Nagib;Bonnet, Sophie;Carlotti, Francois;Cornils, Astrid;Crockford, E. Taylor;Daniel, Patrick;Desnos, Corinne;Drago, Laetitia;Elineau, Amanda;Fischer, Alexis;Grandrémy, Nina;Grondin, Pierre-Luc;Guidi, Lionel;Guieu, Cecile;Hauss, Helena;Hayashi, Kendra;Huggett, Jenny A.;Jalabert, Laetitia;Karp-Boss, Lee;Kenitz, Kasia M.;Kudela, Raphael M.;Lescot, Magali;Marec, Claudie;McDonnell, Andrew;Mériguet, Zoe;Niehoff, Barbara;Noyon, Margaux;Panaïotis, Thelma;Peacock, Emily;Picheral, Marc;Riquier, Emilie;Roesler, Collin;Romagnan, Jean-Baptiste;Sosik, Heidi M.;Spencer, Gretchen;Taucher, Jan;Tilliette, Chloé;Vilain, Marion; Published Date : 2024 Source : Earth System Science Data, 16(6), 2971-2999 DOI : https://doi.org/10.5194/essd-16-2971-2024 Journal Title : Earth System Science Data Dugenne, Mathilde et al. (2024). First release of the Pelagic Size Structure database: global datasets of marine size spectra obtained from plankton imaging devices. 16(6). https://doi.org/10.5194/essd-16-2971-2024 Dugenne, Mathilde et al. "First release of the Pelagic Size Structure database: global datasets of marine size spectra obtained from plankton imaging devices" 16, no. 6 (2024), https://doi.org/10.5194/essd-16-2971-2024 Dugenne, Mathilde et al. "First release of the Pelagic Size Structure database: global datasets of marine size spectra obtained from plankton imaging devices" vol. 16, no. 6, 2024, https://doi.org/10.5194/essd-16-2971-2024 Export RIS Citation Information.

:

Dugenne, Mathilde

;

Corrales-Ugalde, Marco

2024 | Earth System Science Data, 16(6), 2971-2999

:

In marine ecosystems, most physiological, ecological, or physical processes are size dependent. These include metabolic rates, the uptake of carbon an...