Functional diversity - Metrics of functional diversity - Biology and Life traits history
I earned my Ph.D. in Marine Biology from the National Museum of Natural History in Paris, France in 2003 where I got skills in identification of marine and estuarine benthic macrofauna, especially polychaetes. I pursued various research projects designed to understand functioning of benthic communities associated with engineer species and effects of anthropogenic disturbances on ecosystem resilience. In 2004, I worked at the Science University of Nantes, France in the area of ecophysiology and feeding processes. Then from January 2005 to August 2006 I worked at the University of Caen, France in a project designed to understand food partitioning in shellfish ecosystems, using stable isotopes. From September 2006, I joined the Louisiana State University and I continue to pursue research activities in the area of marine ecology and ecosystem functioning associated with shoals.
I took a tenure position at the French Research Institute for the Exploration of the Sea (IFREMER) in January 2008 where I conduct several research projects till date.
2023
Le Gal Olivia, Collin Antoine, James Dorothée, Dubois Stanislas (2023). Classifications satellitaires RaDAR et optiques des récifs biogéniques intertidaux : Sentinel-1, -2 et Pléiades-1 au service des hermelles (Sabellaria alveolata) du Parc naturel marin de l’estuaire de la Gironde et de la mer des Pertuis . MerIGeo 2023 - quatrième édition du colloque national dédié à la géomatique appliquée au milieu marin. 14 au 16 mars 2023, Le Havre .
Curd Amelia,
Chevalier Mathieu,
Vasquez Mickaël,
Boyé Aurélien, Firth Louise B.,
Marzloff Martin, Bricheno Lucy M., Burrows Michael T., Bush Laura E.,
Cordier Celine, Davies Andrew J., Mattias Green J.A., Hawkins Stepehen J., Lima Fernando P., Meneghesso Claudia, Mieszkowska Nova, Seabra Rui,
Dubois Stanislas (2023).
Applying landscape metrics to species distribution model predictions to characterize internal range structure and associated changes .
Global Change Biology , 29(3), 631-647 .
https://doi.org/10.1111/gcb.16496
Le Gac Romane (2023). Participation à l’évaluation des impacts anthropiques sur les communautés benthiques côtières au LEBCO . Rapport d’alternance de licence professionnelle Technicien Supérieur Sciences Halieutiques. Université du Littoral Côte d'Opale .
2022
La Rivière Marie, Delavenne Juliette, Janson Anne-Laure, Andres Salomé, Percevault Louise, de Bettignies Thibaut (2022). Fiches descriptives des habitats marins benthiques de la Manche, de la Mer du Nord et de l’Atlantique . PatriNat (OFB-CNRS-MNHN).
David Carmen,
Marzloff Martin, Knights Antony M.,
Cugier Philippe,
Nunes Flavia,
Cordier Celine, Firth Louise B.,
Dubois Stanislas (2022).
Connectivity modelling informs metapopulation structure and conservation priorities for a reef‐building species .
Diversity And Distributions , 28(10), 2056-2070 . Publisher's official version :
https://doi.org/10.1111/ddi.13596 , Open Access version :
https://archimer.ifremer.fr/doc/00788/89949/
Curd Amelia,
Droual Gabin,
Dubois Stanislas, Gauff Robin,
Nunes Flavia, Taormina Bastien,
Carlier Antoine (2022).
Trialling 100 large-scale intertidal rock pools as an eco-engineering solution . Marineff International Conference 2022. 3rd-5th May 2022, Epron, France .
Reddin Carl J, Decottignies Priscilla, Bacouillard Lise, Barille Laurent,
Dubois Stanislas, Echappe Caroline, Gernez Pierre, Jesus Bruno, Meleder Vona, Natscher Paulina S., Turpin Vincent,
Zeppilli Daniela, Zwerschke Nadescha,
Brind'Amour Anik, Cognie Bruno (2022).
Extensive spatial impacts of oyster reefs on an intertidal mudflat community via predator facilitation .
Communications Biology , 5(1), 250 (11p.) . Publisher's official version :
https://doi.org/10.1038/s42003-022-03192-4 , Open Access version :
https://archimer.ifremer.fr/doc/00759/87134/
Ballutaud Marine,
Travers-Trolet Morgane,
Marchal Paul,
Dubois Stanislas,
Giraldo Carolina, Parnell Andrew C., Nuche-Pascual M. Teresa, Lefebvre Sebastien (2022).
Inferences to estimate consumer’s diet using stable isotopes: Insights from a dynamic mixing model .
Plos One , 17(2), e0263454 (26p.) . Publisher's official version :
https://doi.org/10.1371/journal.pone.0263454 , Open Access version :
https://archimer.ifremer.fr/doc/00750/86215/
Muller Alexandre,
Dubois Stanislas,
Boye Aurelien, Becheler Ronan,
Droual Gabin,
Chevalier Mathieu, Pasquier Marine, Roudaut Loïg, Fournier Jérôme,
Auby Isabelle,
Nunes Flavia Leaf size doesn’t matter: environment shapes eelgrass biodiversity more than a foundation species’ traits. Submitted to Ecology and Evolution IN PRESS . Publisher's official version :
https://doi.org/10.22541/au.165393005.50061984/v1 , Open Access version :
https://archimer.ifremer.fr/doc/00774/88645/
2021
Curd Amelia,
Boyé Aurelien,
Cordier Celine,
Pernet Fabrice, Firth Louise B., Bush Laura E., Davies Andrew J., Lima Fernando P., Meneghesso Claudia,
Quéré Claudie, Seabra Rui,
Vasquez Mickael,
Dubois Stanislas (2021).
Environmental optima for an ecosystem engineer: a multidisciplinary trait-based approach .
Scientific Reports , 11(1), 22986 (12p.) . Publisher's official version :
https://doi.org/10.1038/s41598-021-02351-7 , Open Access version :
https://archimer.ifremer.fr/doc/00736/84819/
Firth Louise B.,
Curd Amelia, Hawkins Stephen.J., Knights Antony M., Blaze Julie A., Burrows Michael T.,
Dubois Stanislas, Edwards Hugh, Foggo Andy, Gribben Paul E., Grant Lisa, Harris Daniel, Mieszkowska Nova,
Nunes Flavia, Nunn Julia D., Power Anne Marie, O’riordan Ruth M., McGrath David, Simkanin Christina, O’connor Nessa E. (2021).
On the diversity and distribution of a data deficient habitat in a poorly mapped region: the case of Sabellaria alveolata L. in Ireland .
Marine Environmental Research , 169, 105344 (11p.) . Publisher's official version :
https://doi.org/10.1016/j.marenvres.2021.105344 , Open Access version :
https://archimer.ifremer.fr/doc/00693/80471/
Ventura Daniele,
Dubois Stanislas, Bonifazi Andrea, Jona Lasinio Giovanna, Seminara Marco, Gravina Maria F., Ardizzone Giandomenico, Scales Kylie, Rowlands Gwilym (2021).
Integration of close‐range underwater photogrammetry with inspection and mesh processing software: a novel approach for quantifying ecological dynamics of temperate biogenic reefs .
Remote Sensing In Ecology And Conservation , 7(2), 169-186 . Publisher's official version :
https://doi.org/10.1002/rse2.178 , Open Access version :
https://archimer.ifremer.fr/doc/00654/76569/
Galaska Matthew P., Wethey David S., Arias Andrés,
Dubois Stanislas, Halanych Kenneth M., Woodin Sarah A. (2021).
The impact of aquaculture on the genetics and distribution of the onuphid annelid Diopatra biscayensis .
Ecology And Evolution , 11(11), 6184-6194 . Publisher's official version :
https://doi.org/10.1002/ece3.7447 , Open Access version :
https://archimer.ifremer.fr/doc/00692/80411/
Muller Alexandre, Poitrimol Camille,
Nunes Flavia,
Boye Aurelien,
Curd Amelia,
Desroy Nicolas, Firth Louise B, Bush Laura, Davies Andrew J, Lima Fernando P,
Marzloff Martin, Meneghesso Claudia, Seabra Rui,
Dubois Stanislas (2021).
Musical Chairs on Temperate Reefs: Species Turnover and Replacement Within Functional Groups Explain Regional Diversity Variation in Assemblages Associated With Honeycomb Worms .
Frontiers In Marine Science , 8(654141), 18p. Publisher's official version :
https://doi.org/10.3389/fmars.2021.654141 , Open Access version :
https://archimer.ifremer.fr/doc/00693/80506/
Firth Louise B, Harris Daniel, Blaze Julie A,
Marzloff Martin,
Boye Aurelien, Miller Peter I,
Curd Amelia,
Vasquez Mickael, Dunn Julia D, O'Connor Nessa E, Power Anne-Marie, Mieszkowska Nova, O’riordan Ruth M, Burrows Michael T, Bricheno Lucy M, Knights Anthony M,
Nunes Flavia, Bordeyne François, Bush Laura E, Byers James E, David Carmen, Davies Andrew J,
Dubois Stanislas, Edwards Hugh, Foggo Andy, Grant Lisa, Mattias Green Ja, Gribben Paul E, Lima Fernado P, McGrath David, Noel Laure Mlj, Seabra Rui, Simkanin Christina, Hawkins Stephen J (2021).
Specific niche requirements underpin multidecadal range edge stability, but may introduce barriers for climate change adaptation .
Diversity And Distributions , 27(4), 668-683 . Publisher's official version :
https://doi.org/10.1111/ddi.13224 , Open Access version :
https://archimer.ifremer.fr/doc/00677/78938/
2020
Curd Amelia,
Vasquez Mickael,
Boye Aurelien, Bricheno Lucy, Bush Laura, Burrows Michael T.,
Cordier Celine, Davies Andrew J., Firth Louise B., Green Mattias, Lima Fernando,
Marzloff Martin, Meneghesso Claudia, Seabra Rui,
Dubois Stanislas (2020).
Modélisation statistique de la distribution spatiale des récifs intertidaux d’hermelles en Atlantique . Actes du Z-colloque merIGéo 2020 "De l'océan à la côte : l'information géographique en mouvement". 24 au 26 novembre 2020, Nantes. Session 4 ‐ Analyse et cartographie des habitats. pp.111-114 .
Muir Anna P.,
Dubois Stanislas, Ross Rebecca E., Firth Louise B., Knights Antony M., Lima Fernando P., Seabra Rui, Corre Erwan, Le Corguillé Gildas,
Nunes Flavia (2020).
Seascape genomics reveals population isolation in the reef-building honeycomb worm, Sabellaria alveolata (L.) .
Bmc Evolutionary Biology , 20(1), 100 (16p.) . Publisher's official version :
https://doi.org/10.1186/s12862-020-01658-9 , Open Access version :
https://archimer.ifremer.fr/doc/00643/75538/
2019
Desroy Nicolas, Gaudin François, Améziane Nadia, Broudin Caroline,
Carlier Antoine,
Dubois Stanislas, Fournier Jerome,
Foveau Aurelie, Gentil Franck, Grall Jacques, Houbin Céline, Latry Lise,
Le Mao Patrick, Thiébaut Eric (2019).
Réponse de la macrofaune benthique subtidale à l’élévation de la température de l’eau dans une zone de transition biogéographique : la Manche occidentale . La CGFS a 30 ans, 24-25 avril 2019, Boulogne sur Mer, France .
Michez Noémie, Thiébaut Eric,
Dubois Stanislas, Le Gall Line, Dauvin Jean-Claude, Andersen Ann C, Baffreau Alexandrine,
Bajjouk Touria, Blanchet Hugues, de Bettinies Thibaut,
de Casamajor Marie-Noelle, Derrien-Courtel Sandrine, Houbin Céline, Janson Anne-Laure, La Rivière Marie, Lévèque Laurent,
Menot Lenaick, Sauriau Pierre-Guy, Simon Nathalie, Viard Frédérique (2019).
Typologie des habitats marins benthiques de la Manche, de la Mer du Nord et de l’Atlantique. VERSION 3 . UMS PatriNat, Muséum national d'Histoire naturelle, Paris. 52p.
2018
Majdi Nabil, Hette-Tronquart Nicolas, Auclair Etienne, Bec Alexandre,
Chouvelon Tiphaine, Cognie Bruno, Danger Michael, Decottignies Priscilla, Dessier Aurélie, Desvilettes Christian,
Dubois Stanislas, Dupuy Christine, Fritsch Clémentine, Gaucherel Cédric, Hedde Mickaël, Jabot Franck, Lefebvre Sebastien,
Marzloff Martin, Pey Benjamin, Peyrard Nathalie, Powolny Thibaut, Sabbadin Régis, Thébault Elisa, Perga Marie-Elodie (2018).
There's no harm in having too much: A comprehensive toolbox of methods in trophic ecology .
Food Webs , 17, e00100 (18p.) . Publisher's official version :
https://doi.org/10.1016/j.fooweb.2018.e00100 , Open Access version :
https://archimer.ifremer.fr/doc/00487/59834/
Androuin Thibault, Polerecky Lubos, Decottignies Priscilla,
Dubois Stanislas, Dupuy Christine, Hubas Cedric, Jesus Bruno,
Le Gall Erwan,
Marzloff Martin,
Carlier Antoine (2018).
Subtidal Microphytobenthos: A Secret Garden Stimulated by the Engineer Species Crepidula fornicata .
Frontiers In Marine Science , 5(475), 12p. Publisher's official version :
https://doi.org/10.3389/fmars.2018.00475 , Open Access version :
https://archimer.ifremer.fr/doc/00472/58338/
Gaudin Francois,
Desroy Nicolas,
Dubois Stanislas, Broudin Caroline, Cabioch Louis, Fournier Jerome, Gentil Franck, Grall Jacques, Houbin Celine,
Le Mao Patrick, Thiebaut Eric (2018).
Marine sublittoral benthos fails to track temperature in response to climate change in a biogeographical transition zone .
Ices Journal Of Marine Science , 75(6), 1894-1907 . Publisher's official version :
https://doi.org/10.1093/icesjms/fsy095 , Open Access version :
https://archimer.ifremer.fr/doc/00454/56611/
Perga Marie-Elodie, Danger Michael,
Dubois Stanislas, Fritch Clementine, Gaucherel Cedric, Hubas Cedric, Jabot Franck, Lacroix Gerard, Lefebvre Sebastien, Marmonier Pierre, Bec Alexandre (2018).
Forces, failles et opportunités de la recherche française en écologie trophique /
Strengths, weaknesses, and opportunities of French research in trophic ecology .
Comptes Rendus Biologies , 341(6), 301-314 . Publisher's official version :
https://doi.org/10.1016/j.crvi.2018.05.001 , Open Access version :
https://archimer.ifremer.fr/doc/00442/55338/
Collin Antoine,
Dubois Stanislas, Ramambason Camille, Etienne Samuel (2018).
Very high-resolution mapping of emerging biogenic reefs using airborne optical imagery and neural network: the honeycomb worm ( Sabellaria alveolata ) case study .
International Journal Of Remote Sensing , 39(17), 5660-5675 . Publisher's official version :
https://doi.org/10.1080/01431161.2018.1484964 , Open Access version :
https://archimer.ifremer.fr/doc/00445/55644/
2017
Ifremer (2017). Processus côtiers et littoraux . Rapport du groupe 1b - Réflexion stratégique 2017-2018 .
La Riviere Marie, Aish Annabelle,
Auby Isabelle, Ar Gall Erwan, Dauvin Jean-Claude, de Bettignies Thibaut, Derrien-Courtel Sandrine,
Dubois Stanislas, Gauthier Olivier, Grall Jacques, Janson Anne Laure, Thiebaut Eric (2017).
Evaluation de la sensibilité des habitats élémentaires (DHFF) d’Atlantique, de Manche et de Mer du Nord aux pressions physiques . Rapport SPN 2017 -4 .
https://archimer.ifremer.fr/doc/00376/48699/
2016
Plicanti Adriana, Dominguez Rula,
Dubois Stanislas, Bertocci Iacopo (2016).
Human impacts on biogenic habitats: Effects of experimental trampling on Sabellaria alveolata (Linnaeus, 1767) reefs .
Journal Of Experimental Marine Biology And Ecology , 478, 34-44 .
https://doi.org/10.1016/j.jembe.2016.02.001
Lefebvre Sebastien,
Dubois Stanislas (2016).
The stony road to understand isotopic enrichment and turnover rates: insight into the metabolic part .
Vie Et Milieu-life And Environment , 66(3-4), 305-314 . Open Access version :
https://archimer.ifremer.fr/doc/00387/49856/
2015
Cocaud A, Delemarre M, Truhaud N, Barille Anne-Laure, Harin N (2015). DCE 2014. Réseau de Surveillance Benthique des Pays de la Loire .
Bajjouk Touria,
Duchene Julie,
Guillaumont Brigitte, Maud Bernard, Blanchard Michel, Derrien-Courtel Sandrine,
Dubois Stanislas, Grall Jacques, Hamon Dominique, Hily Christian, Le Gal Aodren, Rigolet Carine, Rossi Nadège, Ledard Michel (2015).
Les fonds marins de Bretagne, un patrimoine remarquable : connaître pour mieux agir . Ifremer-DREAL Bretagne.
https://doi.org/10.13155/42243
2014
Baltzer Agnes,
Ehrhold Axel, Rigolet Carinne, Souron Aurelie,
Cordier Celine, Clouet Helene,
Dubois Stanislas (2014).
Geophysical exploration of an active pockmark field in the Bay of Concarneau, southern Brittany, and implications for resident suspension feeders .
Geo-marine Letters , 34(2-3), 215-230 .
https://doi.org/10.1007/s00367-014-0368-0
Rigolet Carinne,
Dubois Stanislas, Thiebaut Eric (2014).
Benthic control freaks: Effects of the tubiculous amphipod Haploops nirae on the specific diversity and functional structure of benthic communities .
Journal Of Sea Research , 85, 413-427 .
https://doi.org/10.1016/j.seares.2013.07.013
2013
Lavesque Nicolas, Sorbe Jean-Claude, Bachelet Guy, Gouillieux Benoit, de Montaudouin Xavier,
Bonifacio Paulo, Blanchet Hugues,
Dubois Sophie (2013).
Recent discovery of Paranthura japonica Richardson, 1909 (Crustacea: Isopoda: Paranthuridae) in European marine waters (Arcachon Bay, Bay of Biscay .
BioInvasions Records , 2(3), 215-219 .
https://doi.org/10.3391/bir.2013.2.3.07
Baltzer Agnes,
Ehrhold Axel, Rigolet Carinne,
Dubois Stanislas,
Cordier Celine (2013).
Etude d’un champ de pockmarks associé à un peuplement de Haploops dans la Baie de Concarneau : apport de la prospection géophysique THR . Actes du Colloque CARHAMB'AR CARtographie des HAbitats Marins Benthiques : de l'Acquisition à la Restitution Ifremer – Centre de Bretagne, 26‐28 mars 2013, pp. 64-68 .
https://archimer.ifremer.fr/doc/00281/39232/
Gelpi Carey G., Jr., Fry Brian, Condrey Richard E., Fleeger John W.,
Dubois Stanislas (2013).
Using delta C-13 and delta N-15 to determine the migratory history of offshore Louisiana blue crab spawning stocks .
Marine Ecology Progress Series , 494, 205-218 .
https://doi.org/10.3354/meps10540
2012
Blanchet Aline, Guillou Monique,
Pernet Fabrice, Gaffet Jean-Dominique,
Dubois Stanislas (2012).
Tissue-diet discrimination factors of isotopic ratios (Delta delta C-13 and Delta delta N-15) in two brittle star species: Effect of reproductive state, diet and tissue composition .
Journal Of Experimental Marine Biology And Ecology , 426, 68-77 .
https://doi.org/10.1016/j.jembe.2012.05.013
Goulletquer Philippe,
Robert Stephane,
Caisey Xavier,
Chabirand Jean-Michel,
Dubois Stanislas,
Le Moine Olivier,
Soletchnik Patrick,
Goraguer Herle,
Lazure Pascal,
Le Bihan Caroline,
Geairon Philippe, Lajournade Martin, Le Gall André (2012).
Contribution au développement de la filière aquacole à St Pierre & Miquelon - Rapport final IFREMER 2011 - Contrat ODEADOM-Ifremer - Convention 2011 N°2011-004/38 . Contrat ODEADOM-IFremer 2011-004/38 .
Myers Alan A., Rigolet Carinne, Thiebaut Eric, Dubois Stanislas (2012). A new species of amphipod, Photis inornatus sp nov (Corophiidea, Photidae) from a 'Haploops community' in Brittany . Zootaxa , (3236), 55-61 .
2011
Desroy Nicolas,
Dubois Stanislas, Fournier Jerome, Ricquiers L.,
Le Mao Patrick, Guerin Laurent,
Gerla Daniel, Rougerie Michel,
Legendre Aurelie (2011).
The conservation status of Sabellaria alveolata (L.) (Polychaeta: Sabellariidae) reefs in the Bay of Mont-Saint-Michel .
Aquatic Conservation-marine And Freshwater Ecosystems , 21(5), 462-471 . Publisher's official version :
https://doi.org/10.1002/aqc.1206 , Open Access version :
https://archimer.ifremer.fr/doc/00043/15430/
Grippo Mark A., Fleeger John W.,
Dubois Stanislas, Condrey Richard (2011).
Spatial variation in basal resources supporting benthic food webs revealed for the inner continental shelf .
Limnology And Oceanography , 56(3), 841-856 .
https://doi.org/10.4319/lo.2011.56.3.0841
2010
Hamon Dominique,
Ehrhold Axel, Gaffet Jean-Dominique,
Caisey Xavier,
Cordier Celine,
Blanchet Aline,
Dubois Stanislas, Pluquet Fabrice, Autret Elodie, Houlgatte Eric, Chevalier Claire,
Alix Anne-Sophie,
Bajjouk Touria (2010).
Apport de l’approche sectorielle à la connaissance des habitats benthiques subtidaux . Journées Rebent 2010 - - 2ème Atelier de restitution Rebent Bretagne. 13 & 14 octobre 2010, Brest.
Callaway Ruth,
Desroy Nicolas,
Dubois Stanislas, Fournier Jerome, Frost Matthew, Godet Laurent, Hendrick Vicki J., Rabaut Marijn (2010).
Ephemeral Bio-engineers or Reef-building Polychaetes: How Stable are Aggregations of the Tube Worm Lanice conchilega (Pallas, 1766)? Integrative And Comparative Biology , 50(2), 237-250 . Publisher's official version :
https://doi.org/10.1093/icb/icq060 , Open Access version :
https://archimer.ifremer.fr/doc/00011/12222/
2009
Gelpi Carey, Condrey Richard E., Fleeger John W.,
Dubois Stanislas (2009).
Discovery, evaluation, and implications of blue crab, Callinectes sapidus, spawning, hatching, and foraging grounds in federal (us) waters offshore of Louisiana .
Bulletin Of Marine Science , 85(3), 203-222 . Open Access version :
https://archimer.ifremer.fr/doc/00014/12535/
Ayata Sakina-Dorothee, Ellien Celine, Dumas Franck,
Dubois Stanislas, Thiebaut Eric (2009).
Modelling larval dispersal and settlement of the reef-building polychaete Sabellaria alveolata: Role of hydroclimatic processes on the sustainability of biogenic reefs .
Continental Shelf Research , 29(13), 1605-1623 . Publisher's official version :
https://doi.org/10.1016/j.csr.2009.05.002 , Open Access version :
https://archimer.ifremer.fr/doc/00000/6841/
Lefebvre Sebastien, Marin Leal Julio Cesar,
Dubois Stanislas, Orvain Francis, Blin Jean-Louis, Bataille Marie-Paule, Ourry Alain, Galois Robert (2009).
Seasonal dynamics of trophic relationships among co-occurring suspension-feeders in two shellfish culture dominated ecosystems .
Estuarine Coastal And Shelf Science , 82(3), 415-425 .
https://doi.org/10.1016/j.ecss.2009.02.002
Ehrhold Axel, Chevalier Claire, Hamon Dominique (2009).
Caractérisation des habitats benthiques au large du cap de Flamanville (Actualisation 2007) . Rapport d'avancement. DYNECO/EB/09-01 .
2008
Leal J,
Dubois Stanislas, Orvain Francis, Galois Robert, Blin J,
Ropert Michel, Bataille M, Ourry A, Lefebvre S (2008).
Stable isotopes (delta C-13, delta N-15) and modelling as tools to estimate the trophic ecology of cultivated oysters in two contrasting environments .
Marine Biology , 153(4), 673-688 . Publisher's official version :
https://doi.org/10.1007/s00227-007-0841-7 , Open Access version :
https://archimer.ifremer.fr/doc/00000/4621/
2007
Dubois Stanislas, Marin-Leal Julio Cesar,
Ropert Michel, Lefebvre Sebastien (2007).
Effects of oyster fanning on macrofaunal assemblages associated with Lanice conchilega tubeworm populations: A trophic analysis using natural stable isotopes .
Aquaculture , 271(1-4), 336-349 .
https://doi.org/10.1016/j.aquaculture.2007.03.023