{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T07:11:25Z","timestamp":1775545885156,"version":"3.50.1"},"reference-count":56,"publisher":"MDPI AG","issue":"7","license":[{"start":{"date-parts":[[2021,7,9]],"date-time":"2021-07-09T00:00:00Z","timestamp":1625788800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100010801","name":"Xunta de Galicia","doi-asserted-by":"publisher","award":["POS-B\/2016\/032"],"award-info":[{"award-number":["POS-B\/2016\/032"]}],"id":[{"id":"10.13039\/501100010801","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100010801","name":"Xunta de Galicia","doi-asserted-by":"publisher","award":["16_IN585A_2020_986937"],"award-info":[{"award-number":["16_IN585A_2020_986937"]}],"id":[{"id":"10.13039\/501100010801","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001871","name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","doi-asserted-by":"publisher","award":["PTDC\/BIA-BIC\/120483\/2010"],"award-info":[{"award-number":["PTDC\/BIA-BIC\/120483\/2010"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001871","name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","doi-asserted-by":"publisher","award":["UIDP\/50017\/2020+UIDB\/50017\/2020"],"award-info":[{"award-number":["UIDP\/50017\/2020+UIDB\/50017\/2020"]}],"id":[{"id":"10.13039\/501100001871","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002322","name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","doi-asserted-by":"publisher","award":["13724\/13-4"],"award-info":[{"award-number":["13724\/13-4"]}],"id":[{"id":"10.13039\/501100002322","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMSE"],"abstract":"<jats:p>Bivalve relevance for ecosystem functioning and human food security emphasize the importance of predictions of mussel performance under different climate stressors. Here, we address the effect of a latitudinal gradient of temperature and food availability on the fecundity of the Mediterranean mussel to try to better parameterize environmental forcing over reproductive output. We show that temperature plays a major role, acting as a switching on\u2013off mechanism for gametogenesis, while food availability has a lower influence but also modulates the number of gametes produced. Temperature and food availability also show different effects over fecundity depending on the temporal scale evaluated. Our results support the view that the gametogenesis responds non-linearly with temperature and chlorophyll concentration, an issue that is largely overlooked in growth, production and energy budgets of bivalve populations, leading to predictive models that can overestimate the capability of the mussel\u2019s populations to deal with climate change future scenarios.<\/jats:p>","DOI":"10.3390\/jmse9070759","type":"journal-article","created":{"date-parts":[[2021,7,12]],"date-time":"2021-07-12T00:23:36Z","timestamp":1626049416000},"page":"759","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Main Drivers of Fecundity Variability of Mussels along a Latitudinal Gradient: Lessons to Apply for Future Climate Change Scenarios"],"prefix":"10.3390","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3272-9168","authenticated-orcid":false,"given":"Gabriela F.","family":"Oliveira","sequence":"first","affiliation":[{"name":"CESAM\u2014Centre for Environmental and Marine Studies, Department of Biology, University of Aveiro, 3810-193 Aveiro, Portugal"}]},{"given":"Hanifah","family":"Siregar","sequence":"additional","affiliation":[{"name":"Wildlife Conservation Society, Bogor 16128, Indonesia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2338-0013","authenticated-orcid":false,"given":"Henrique","family":"Queiroga","sequence":"additional","affiliation":[{"name":"CESAM\u2014Centre for Environmental and Marine Studies, Department of Biology, University of Aveiro, 3810-193 Aveiro, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9382-2502","authenticated-orcid":false,"given":"Laura G.","family":"Peteiro","sequence":"additional","affiliation":[{"name":"Instituto de Investigaciones Marinas (IIM), Consejo Superior de Investigaciones Cient\u00edficas (CSIC), 36208 Vigo, Spain"}]}],"member":"1968","published-online":{"date-parts":[[2021,7,9]]},"reference":[{"key":"ref_1","unstructured":"Bindoff, N.L., Cheung, W.W.L., Kairo, J.G., Ar\u00edstegui, J., Guinder, V.A., Hallberg, R., Hilmi, N., Jiao, N., O\u2019Donoghue, S., and Suga, T. (2019). Changing Ocean, Marine Ecosystems, and Dependent Communities. IPCC Special Report on the Ocean and Cryosphere in a Changing Climate, Intergovernmental Panel on Climate Change."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1146\/annurev-marine-041911-111611","article-title":"Climate Change Impacts on Marine Ecosystems","volume":"4","author":"Doney","year":"2012","journal-title":"Annu. Rev. Mar. Sci."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"aac4722","DOI":"10.1126\/science.aac4722","article-title":"Contrasting futures for ocean and society from different anthropogenic CO2 emissions scenarios","volume":"349","author":"Gattuso","year":"2015","journal-title":"Science"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"1523","DOI":"10.1126\/science.1189930","article-title":"The Impact of Climate Change on the World\u2019s Marine Ecosystems","volume":"328","author":"Bruno","year":"2010","journal-title":"Science"},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"aaf7671","DOI":"10.1126\/science.aaf7671","article-title":"The broad footprint of climate change from genes to biomes to people","volume":"354","author":"Scheffers","year":"2016","journal-title":"Science"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1038\/s41893-020-0513-x","article-title":"Integrating climate change in ocean planning","volume":"3","author":"Santos","year":"2020","journal-title":"Nat. Sustain."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"4581","DOI":"10.1111\/gcb.14402","article-title":"Assessing the sensitivity of bivalve populations to global warming using an individual-based modelling approach","volume":"24","author":"Thomas","year":"2018","journal-title":"Glob. Chang. Biol."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"1745","DOI":"10.1038\/s41559-018-0669-1","article-title":"Global change in marine aquaculture production potential under climate change","volume":"2","author":"Froehlich","year":"2018","journal-title":"Nat. Ecol. Evol."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"184","DOI":"10.3389\/fmars.2018.00184","article-title":"Past, Present, and Future: Performance of Two Bivalve Species Under Changing Environmental Conditions","volume":"5","author":"Steeves","year":"2018","journal-title":"Front. Mar. Sci."},{"key":"ref_10","doi-asserted-by":"crossref","unstructured":"Hare, J.A., Morrison, W.E., Nelson, M.W., Stachura, M.M., Teeters, E.J., Griffis, R., Alexander, M., Scott, J.D., Alade, L., and Bell, R.J. (2016). A Vulnerability Assessment of Fish and Invertebrates to Climate Change on the Northeast U.S. Continental Shelf. PLoS ONE, 11.","DOI":"10.1371\/journal.pone.0146756"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"1153","DOI":"10.1890\/0012-9658(2006)87[1153:DDIMBC]2.0.CO;2","article-title":"Dramatic declines in mussel bed community diversity: Response to climate change?","volume":"87","author":"Smith","year":"2006","journal-title":"Ecology"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"1449","DOI":"10.1007\/s12237-016-0093-1","article-title":"Influence of Mussel Culture on the Vertical Export of Phytoplankton Carbon in a Coastal Upwelling Embayment (R\u00eda de Vigo, NW Iberia)","volume":"39","author":"Figueiras","year":"2016","journal-title":"Estuaries Coasts"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"857","DOI":"10.1007\/s10499-015-9953-0","article-title":"The use of shellfish for eutrophication control","volume":"24","author":"Petersen","year":"2015","journal-title":"Aquac. Int."},{"key":"ref_14","unstructured":"Food and Agriculture Organization (FAO) (2020). The State of World Fisheries and Aquaculture 2020: Sustainability in Action, The State of World Fisheries and Aquaculture (SOFIA); Food and Agriculture Organization."},{"key":"ref_15","unstructured":"Science Advice for Policy by European Academies (2017). Food from the Oceans: How Can More Food and Biomass Be Obtained from the Oceans in a Way That Does Not Deprive Future Generations of Their Benefits, SAPEA."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"630","DOI":"10.1007\/s11356-012-1316-z","article-title":"An integrated environmental approach to investigate biomarker fluctuations in the blue mussel Mytilus edulis L. in the Vilaine estuary, France","volume":"20","author":"Farcy","year":"2012","journal-title":"Environ. Sci. Pollut. Res."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"136","DOI":"10.4003\/006.033.0111","article-title":"Physiology and Biogeography: The Response of European Mussels (Mytilus spp.) to Climate Change","volume":"33","author":"Fly","year":"2015","journal-title":"Am. Malacol. Bull."},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Kroeker, K.J., Gaylord, B., Hill, T.M., Hosfelt, J.D., Miller, S.H., and Sanford, E. (2014). The Role of Temperature in Determining Species\u2019 Vulnerability to Ocean Acidification: A Case Study Using Mytilus galloprovincialis. PLoS ONE, 9.","DOI":"10.1371\/journal.pone.0100353"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"312","DOI":"10.1111\/j.1749-4877.2012.00310.x","article-title":"Effects of temperature change on mussel, Mytilus","volume":"7","author":"Zippay","year":"2012","journal-title":"Integr. Zo\u00f6l."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"128","DOI":"10.1016\/j.seares.2018.05.005","article-title":"Modeling reproductive traits of an invasive bivalve species under contrasting climate scenarios from 1960 to 2100","volume":"143","author":"Gourault","year":"2019","journal-title":"J. Sea Res."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"107","DOI":"10.3354\/meps12608","article-title":"Reproductive investment in rocky intertidal mussels: Spatiotemporal variability and environmental determinants","volume":"599","author":"McCabe","year":"2018","journal-title":"Mar. Ecol. Prog. Ser."},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"Gosling, E. (2003). Reproduction, Settlement and Recruitment. Bivalve Molluscs: Biology, Ecology and Culture, Fishing News Books.","DOI":"10.1002\/9780470995532"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1016\/j.seares.2011.07.009","article-title":"Effect of phytoplankton and temperature on the reproduction of the Pacific oyster Crassostrea gigas: Investigation through DEB theory","volume":"66","author":"Bernard","year":"2011","journal-title":"J. Sea Res."},{"key":"ref_24","unstructured":"Gosling, E. (1992). Population and community ecology of Mytilus. the Mussel Mytilus: Ecology, Physiology, Genetics and Culture, Elsevier."},{"key":"ref_25","doi-asserted-by":"crossref","unstructured":"Gosling, E. (2015). Reproduction, Settlement and Recruitment. Marine Bivalve Molluscs, John Wiley & Sons.","DOI":"10.1002\/9781119045212"},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"1071","DOI":"10.1126\/science.247.4946.1071","article-title":"Direct Coupling of Marine Invertebrate Spawning with Phytoplankton Blooms","volume":"247","author":"Starr","year":"1990","journal-title":"Science"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"2503","DOI":"10.1007\/s10530-019-01990-2","article-title":"Climate warming reduces the reproductive advantage of a globally invasive intertidal mussel","volume":"21","author":"Monaco","year":"2019","journal-title":"Biol. Invasions"},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1007\/s10584-016-1780-4","article-title":"A mechanistic approach reveals non linear effects of climate warming on mussels throughout the Mediterranean sea","volume":"139","author":"Montalto","year":"2016","journal-title":"Clim. Chang."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"1235","DOI":"10.1111\/ddi.12074","article-title":"Predicting biological invasions in marine habitats through eco-physiological mechanistic models: A case study with the bivalve Brachidontes pharaonis","volume":"19","author":"Sara","year":"2013","journal-title":"Divers. Distrib."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"99","DOI":"10.3354\/meps10195","article-title":"Parameterisation of bivalve functional traits for mechanistic eco-physiological dynamic energy budget (DEB) models","volume":"480","author":"Sara","year":"2013","journal-title":"Mar. Ecol. Prog. Ser."},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Kooijman, B. (2010). Dynamic Energy Budget Theory for Metabolic Organisation, Cambridge University Press.","DOI":"10.1017\/CBO9780511805400"},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1093\/icb\/icw019","article-title":"Impacts of Climate Variability and Change on (Marine) Animals: Physiological Underpinnings and Evolutionary Consequences","volume":"56","author":"Gutt","year":"2016","journal-title":"Integr. Comp. Biol."},{"key":"ref_33","first-page":"237669","article-title":"Effects of temperature on physiological performance and behavioral thermoregulation in an invasive fish, the round goby","volume":"224","author":"Christensen","year":"2021","journal-title":"J. Exp. Biol."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"20","DOI":"10.1016\/j.aquaculture.2010.04.003","article-title":"Warmer temperatures reduce rates of gametogenesis in temperate mussels, Mytilus galloprovincialis","volume":"305","author":"Fearman","year":"2010","journal-title":"Aquaculture"},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1016\/S0044-8486(98)00210-5","article-title":"Long-term survey on wild and cultured mussels (Mytilus galloprovincialis Lmk) reproductive cycles in the Ria de Vigo (NW Spain)","volume":"162","author":"Figueras","year":"1998","journal-title":"Aquaculture"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"269","DOI":"10.1016\/0044-8486(94)00213-8","article-title":"Gametogenic cycle of cultured mussel, Mytilus galloprovincialis, in the bays of Galicia (N.W. Spain)","volume":"130","author":"Villalba","year":"1995","journal-title":"Aquaculture"},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"754","DOI":"10.1016\/j.mad.2009.09.005","article-title":"Aging reduces reproductive success in mussels Mytilus edulis","volume":"130","author":"Sukhotin","year":"2009","journal-title":"Mech. Ageing Dev."},{"key":"ref_38","unstructured":"R Core Team (2018). R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing."},{"key":"ref_39","doi-asserted-by":"crossref","unstructured":"Zuur, A., Ieno, E.N., Walker, N., Saveliev, A.A., and Smith, G.M. (2009). Mixed Effects Models and Extensions in Ecology with R, Springer.","DOI":"10.1007\/978-0-387-87458-6"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"1015","DOI":"10.1126\/science.1076814","article-title":"Climate Change and Latitudinal Patterns of Intertidal Thermal Stress","volume":"298","author":"Helmuth","year":"2002","journal-title":"Science"},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1080\/02757540.2011.552227","article-title":"Combining heat-transfer and energy budget models to predict thermal stress in Mediterranean intertidal mussels","volume":"27","author":"Kearney","year":"2011","journal-title":"Chem. Ecol."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"299","DOI":"10.2307\/1540985","article-title":"Temporal Variation in the Reproductive Cycle of Mytilus edulisl. (Bivalvia, Mytilidae) from Localities on the East Coast of the United States","volume":"162","author":"Newell","year":"1982","journal-title":"Biol. Bull."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"171","DOI":"10.1016\/j.jembe.2013.09.020","article-title":"Food availability, more than body temperature, drives correlated shifts in ATP-generating and antioxidant enzyme capacities in a population of intertidal mussels (Mytilus californianus)","volume":"449","author":"Dowd","year":"2013","journal-title":"J. Exp. Mar. Biol. Ecol."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1007\/BF00388067","article-title":"Reproductive effort and value in different populations of the marine mussel, Mytilus edulis L.","volume":"59","author":"Bayne","year":"1983","journal-title":"Oecologia"},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"317","DOI":"10.3354\/meps003317","article-title":"Growth and Production of Mussels Mytilus edulis from Two Populations","volume":"3","author":"Bayne","year":"1980","journal-title":"Mar. Ecol. Prog. Ser."},{"key":"ref_46","first-page":"243","article-title":"Reproduction and fecundity of the mussel Mytilus edulis at helgoland (North sea)","volume":"36","author":"Sprung","year":"1983","journal-title":"Helgol. Mar. Res."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1007\/BF00390380","article-title":"The ecology of Mytilus edulis L. (Lamellibranchiata) on exposed rocky shores","volume":"3","author":"Seed","year":"1969","journal-title":"Oecologia"},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1007\/BF00569129","article-title":"Gamete production, somatic growth and multiple-locus enzyme heterozygosity in Mytilus edulis","volume":"90","author":"Rodhouse","year":"1986","journal-title":"Mar. Biol."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"135","DOI":"10.3354\/meps07952","article-title":"Some like it cold: Populations of the tellinid bivalve Macoma balthica (L.) suffer in various ways from a warming climate","volume":"384","author":"Beukema","year":"2009","journal-title":"Mar. Ecol. Prog. Ser."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1016\/0044-8486(95)01231-1","article-title":"Temperature and nutrition as factors in conditioning broodstock of the commercial scallop Pecten fumatus Reeve","volume":"143","author":"Heasman","year":"1996","journal-title":"Aquaculture"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1016\/S0044-8486(03)00321-1","article-title":"Effect of different temperature regimes on reproductive conditioning in the scallop Argopecten purpuratus","volume":"228","year":"2003","journal-title":"Aquaculture"},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"1512","DOI":"10.1093\/plankt\/fbu073","article-title":"Reproductive phenology of coastal marine bivalves in a seasonal environment","volume":"36","author":"Philippart","year":"2014","journal-title":"J. Plankton Res."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"52","DOI":"10.1016\/j.ecss.2012.05.014","article-title":"Spatial synchronies in the seasonal occurrence of larvae of oysters (Crassostrea gigas) and mussels (Mytilus edulis\/galloprovincialis) in European coastal waters","volume":"108","author":"Philippart","year":"2012","journal-title":"Estuar. Coast. Shelf Sci."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"111","DOI":"10.3354\/meps09433","article-title":"Influence of intermittent-upwelling on Mytilus galloprovincialis settlement patterns in the R\u00eda de Ares-Betanzos","volume":"443","author":"Peteiro","year":"2011","journal-title":"Mar. Ecol. Prog. Ser."},{"key":"ref_55","first-page":"43","article-title":"Energetics of reproduction related to environmental variability in bivalve molluscs","volume":"24","author":"Navarro","year":"1995","journal-title":"Haliotis"},{"key":"ref_56","unstructured":"Wiley, M. (1976). Aspects of reproduction in bivalve molluscs. Estuarine Processes, Academic Press."}],"container-title":["Journal of Marine Science and Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2077-1312\/9\/7\/759\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T06:28:38Z","timestamp":1760164118000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2077-1312\/9\/7\/759"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,9]]},"references-count":56,"journal-issue":{"issue":"7","published-online":{"date-parts":[[2021,7]]}},"alternative-id":["jmse9070759"],"URL":"https:\/\/doi.org\/10.3390\/jmse9070759","relation":{},"ISSN":["2077-1312"],"issn-type":[{"value":"2077-1312","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,7,9]]}}}