Sardine (Sardina pilchardus) larval dispersal in the Iberian upwelling system, using coupled biophysical techniques

Ambar, 1979, Observations of the Mediterranean outflow—I. Mixing in the Mediterranean outflow, Deep-Sea Res., 26A, 535, 10.1016/0198-0149(79)90095-5 Arístegui, 2009, Sub-regional ecosystem variability in the Canary Current upwelling, Prog. Oceanogr., 83, 33, 10.1016/j.pocean.2009.07.031 Baibai, 2012, First global approach: morphological and biological variability in a genetically homogeneous population of the European pilchard, Sardina pilchardus (Walbaum, 1792) in the North Atlantic coast, Rev. Fish. Biol. Fisher., 22, 63, 10.1007/s11160-011-9223-9 Bakun A., 1996. Patterns in the ocean: ocean processes and marine population dynamics. California Sea Grant College System, National Oceanic and Atmospheric Administration, in cooperation with Centro de Investigaciones Biológicas del Noroeste, La Paz, 323 pp. Bakun, 1982, Turbulence, transport, and pelagic fish in the California and Peru current systems, CalCOFI Rep., 23, 99 Bernal, 2001, A new ageing method for eggs of fish species with daily spawning synchronicity, Can. J. Fish. Aquat. Sci., 58, 2330, 10.1139/f01-168 Bernal, 2007, Sardine spawning off the European Atlantic coast: characterization of and spatio-temporal variability in spawning habitat, Prog. Oceanogr., 74, 210, 10.1016/j.pocean.2007.04.018 Blaxter, 1969, Development: eggs and larvae, Fish Physiol., 3, 177, 10.1016/S1546-5098(08)60114-4 Borges, M.F., Groom, S., Pestana, G., Santos, A.M.P., 1997. Is the decreasing recruitment of pelagic fish (sardine and horse mackerel) on the Portuguese continental shelf (ICES Division IXa) induced by a change of environmental conditions? ICES CM 1997/T: 25. Borges, 2003, Sardine regime shifts off Portugal: a time series analysis of catches and wind conditions, Sci. Mar., 67, 235, 10.3989/scimar.2003.67s1235 Botsford, 2009, Connectivity, sustainability, and yield: bridging the gap between conventional fisheries management and marine protected areas, Rev. Fish Biol. Fisher., 19, 69, 10.1007/s11160-008-9092-z Brochier, 2008, An individual-based model study of anchovy early life history in the northern Humboldt Current system, Prog. Oceanogr., 79, 313, 10.1016/j.pocean.2008.10.004 Brochier, 2008, Modelling sardine and anchovy ichthyoplankton transport in the Canary Current System, J. Plankton Res., 30, 1133, 10.1093/plankt/fbn066 Brochier, 2011, Ichthyoplankton transport from the African coast to the Canary Islands, J. Mar. Syst., 87, 109, 10.1016/j.jmarsys.2011.02.025 Brochier, 2013, Climate change scenarios experiments predict a future reduction in small pelagic fish recruitment in the Humboldt Current system, Glob. Change Biol., 19, 1841, 10.1111/gcb.12184 Caldeira, 2014, Effects of prey concentration on ingestion rates of European sardine Sardina pilchardus larvae in the laboratory, Mar. Ecol. Prog. Ser., 517, 217, 10.3354/meps11010 Carr, 2008, The influence of diel vertical migration on zooplankton transport and recruitment in an upwelling region: estimates from a coupled behavioral–physical model, Fish. Oceanogr., 17, 1 Carrera, 2003, Stock dynamic of the Iberian sardine (Sardina pilchardus, W.) and its implication on the fishery off Galicia (northwestern Spain), Sci. Mar., 67, 245, 10.3989/scimar.2003.67s1245 Chambers, 1983, 395 Checkley, 2010, Habitats, 12 Chlaida, 2006, First approach for the identification of sardine populations Sardina pilchardus (Walbaum 1792) in the Moroccan Atlantic by allozymes, Mar. Biol., 149, 169, 10.1007/s00227-005-0185-0 Chlaida, 2009, Evidence of a genetic cline for Sardina pilchardus along the Northwest African coast, ICES J. Mar. Sci., 66, 264, 10.1093/icesjms/fsn206 Conway, 1994, Feeding of larval sardine, Sardina pilchardus (Walbaum), off the north coast of Spain, B. Instit. Esp. Oceanogr., 10, 165 Coombs, 2004, Buoyancy measurements and vertical distribution of eggs of sardine (Sardina pilchardus) and anchovy (Engraulis encrasicolus), Mar. Biol., 145, 959, 10.1007/s00227-004-1389-4 Coombs, 2006, Spawning season and temperature relationships for sardine (Sardina pilchardus) in the eastern North Atlantic, J. Mar. Biol. Assoc. UK, 86, 1245, 10.1017/S0025315406014251 Costalago, 2015, Comparison of the feeding apparatus and diet of European sardines Sardina pilchardus of Atlantic and Mediterranean waters: ecological implications, J. Fish Biol., 86, 1348, 10.1111/jfb.12645 Cowen, 2007, Population connectivity in marine systems an overview, Oceanography, 20, 14, 10.5670/oceanog.2007.26 Cunha, 1992, Estimation of sardine spawning biomass off Portugal by the Daily Egg Production Method, Bol. Inst. Esp. Oceanogr., 8, 139 Cury, 1989, Optimal environmental window and pelagic fish recruitment success in upwelling areas, Can. J. Fish. Aquat. Sci., 46, 670, 10.1139/f89-086 Cury, 2000, Small pelagics in upwelling systems: patterns of interaction and structural changes in “wasp-waist” ecosystems, ICES J. Mar. Sci., 57, 603, 10.1006/jmsc.2000.0712 Debreu, 2011, Two-way nesting in split-explicit ocean models: algorithms, implementation and validation, Ocean Model., 49–50, 1 Dopolo, 2005, Stage-dependent vertical distribution of pelagic fish eggs on the western Agulhas Bank, South Africa, Afr. J. Mar. Sci., 27, 249, 10.2989/18142320509504083 Fage, L., 1920. Engraulidae-Clupeidae. Report on the Danish Oceanographic Expeditions 1908–1910 to Mediterranean and Adjacent Seas. 2. Biology. 137 pp. FAO, 1985. Rapport de la troisieme reunion de Groupe de Travail Ad Hoc sur la Sardine Sardina pilchardus Walb. FAO Fishery Comm. for the Eastern Cent. Atlantic, Rome, COPACE/PACE Ser, 85-39, 157 pp. Ferreira-Priegue, 1998, O Desenvolvemento da actividade pesqueira dende a alta Idade Media ó século XVII, 51 Figueiredo, I.M., Santos, A.M.P., 1989. Reproductive biology of Sardina pilchardus (Walb.): seasonal maturity evolution (1986 to 1988). ICES CM 1989/H: 40, 4 pp. Fiechter, 2015, The role of environmental controls in determining sardine and anchovy population cycles in the California Current: analysis of an end-to-end model, Prog. Oceanogr., 138, 381, 10.1016/j.pocean.2014.11.013 Field, 2010, Variability from scales in marine sediments and other historical records, 45 Fletcher, 1999, Spatial distribution of sardine (Sardinops sagax) eggs and larvae: an application of geostatistics and resampling to survey data, Can. J. Fish. Aquat. Sci., 56, 907, 10.1139/f99-012 Frouin, 1990, Observations of a poleward surface current off the coasts of Portugal and Spain during winter, J. Geophys. Res., 95, 679, 10.1029/JC095iC01p00679 Furnestin, 1953, La reproduction de la sardine et de l'anchois des côtes atlantiques du maroc (saisons et aires de ponte), Rev. des Travaux l'Instit. des Pèches Maritimes, 23, 79 Ganias, 2011, Bathymetric segregation of spawning stages in the Atlantic sardine, Sardina pilchardus, Mar. Ecol. Prog. Ser., 428, 235, 10.3354/meps09066 Garcia, 1988, La distribución de las áreas de puesta de la sardina (Sardina pilchardus (Walb.)) en el sector noroccidental costero del Mar de Alboran en marzo de 1982, Informes Técnicos del Instituto Español de Oceanografia, 56, 1 García-García, 2016, A biophysical model for simulating early life stages of sardine in the Iberian Atlantic stock, Fish. Res., 173, 250, 10.1016/j.fishres.2015.10.002 García-Lafuente, 2006, Water mass circulation on the continental shelf of the Gulf of Cádiz, Deep Sea Res. II, 53, 1182, 10.1016/j.dsr2.2006.04.011 Garcia-Soto, 2002, Navidad development in the southern Bay of Biscay: climate change and swoddy structure from remote sensing and in situ measurements, J. Geophys. Res., 107, 3118, 10.1029/2001JC001012 Garrido, 2008, Diet and feeding intensity of sardine Sardina pilchardus: correlation with satellite-derived chlorophyll data, Mar. Ecol. Prog. Ser., 354, 245, 10.3354/meps07201 Garrido, 2015, Born small, die young: intrinsic, size selective mortality in marine larval fish, Nat. Sci. Rep., 5, 17065, 10.1038/srep17065 Garrido, 2016, Effect of temperature on the growth, survival and foraging behaviour of Sardina pilchardus larvae, Mar. Ecol. Prog. Ser., 559, 131, 10.3354/meps11881 Garrido, 2007, Effect of maternal fat reserves on the fatty acid composition of sardine (Sardina pilchardus) oocytes, Comp. Biochem. Physiol. B, 148, 398, 10.1016/j.cbpb.2007.07.008 Garrido, 2009, Spatial distribution and vertical migrations of fish larvae communities off northwestern Iberia sampled with LHPR and Bongo nets, Estuar. Coast. Shelf Sci., 84, 463, 10.1016/j.ecss.2009.07.018 Garrido, 2017, Temperature and food-mediated variability of European Atlantic sardine populations, Prog. Oceanogr., 159, 267, 10.1016/j.pocean.2017.10.006 Garrido, 2015, Trophic ecology of pelagic fish species off the Iberian coast: diet overlap, cannibalism and intraguild predation, Mar. Ecol. Prog. Ser., 539, 271, 10.3354/meps11506 Gliwicz, 1988, Effect of predation and resource depth distribution on vertical migration of zooplankton, B. Mar. Sci., 43, 695 Gonzalez, 2007, Relative role of life-history traits and historical factors in shaping genetic population structure of sardines (Sardina pilchardus), BMC Evol. Biol., 7, 197, 10.1186/1471-2148-7-197 Gray, 1996, Do thermoclines explain the vertical distributions of larval fishes in the dynamic coastal waters of south-eastern Australia?, Mar. Freshw. Res., 47, 183, 10.1071/MF9960183 Guisande, 2001, Effect of climate on recruitment success of Atlantic Iberian sardine Sardina pilchardus, Mar. Ecol. Prog. Ser., 223, 243, 10.3354/meps223243 Han, 2001, Control mechanisms of diel vertical migration: theoretical assumptions, J. Theor. Biol., 210, 305, 10.1006/jtbi.2001.2307 Haney, 1988, Diel patterns of zooplankton behavior, Bull. Mar. Sci., 43, 583 Haynes, 1990, A poleward flow along the Atlantic coast of the Iberian Peninsula, J. Geophys. Res., 95, 11425, 10.1029/JC095iC07p11425 Haynes, 1993, Development, persistence and variability of upwelling filaments off the Atlantic coast of the Iberian Peninsula, J. Geophys. Res., 98, 22681, 10.1029/93JC02016 Huggett, 2003, Modelling the transport success of anchovy Engraulis encrasicolus eggs and larvae in the southern Benguela: the effect of spatio-temporal spawning patterns, Mar. Ecol. Prog. Ser., 250, 247, 10.3354/meps250247 Kifani, 1998, Climate dependent fluctuations of the moroccan sardine and their impact on fisheries, 235 Koné, 2013, Modeling the effect of food availability on recruitment success of Cape anchovy ichthyoplankton in the southern Benguela upwelling system, Afr. J. Mar. Sci., 35, 151, 10.2989/1814232X.2013.796893 Kritzer, 2004, Metapopulation ecology in the sea: from Levin’s model to marine ecology and fisheries science, Fish Fish., 5, 131, 10.1111/j.1467-2979.2004.00131.x Lamas, 2017, Diurnal variability of inner-shelf circulation in the lee of a cape under upwelling conditions, Cont. Shelf Res., 143, 67, 10.1016/j.csr.2017.06.006 Lasker, 1981, The role of a stable ocean in larval fish survival and subsequent recruitment, Marine Fish Larvae: Morphology, Ecology, and Relation to Fisheries, 81 Laurent, 2007, Isolation by distance and selection effects on genetic structure of sardines Sardina pilchardus Walbaum, J. Fish Biol., 71, 1, 10.1111/j.1095-8649.2007.01450.x Lett, 2008, A Lagrangian tool for modelling ichthyoplankton dynamics, Environ. Modell. Softw., 23, 1210, 10.1016/j.envsoft.2008.02.005 Lett, 2015, Biophysical models of larval dispersal in the Benguela Current ecosystem, Afr. J. Mar. Sci., 37, 457, 10.2989/1814232X.2015.1105295 Lowerre-Barbieri, 2017, Reproductive resilience: a paradigm shift in understanding spawner-recruit systems in exploited marine fish, Fish Fish., 18, 285, 10.1111/faf.12180 Malta, 2016, Long-term variations in Ibero-Atlantic sardine (Sardina pilchardus) population dynamics: relation to environmental conditions and exploitation history, Fish. Res., 179, 47, 10.1016/j.fishres.2016.02.009 Matsuoka, 1996, Morphological characteristics of unfertilized eggs of the Japanese sardine [Sardinops melanostictus], compared with fertilized ones, Fish. Sci., 62, 855, 10.2331/fishsci.62.855 Miller, 2006, Modelling the effects of physical-biological interactions and spatial variability in spawning and nursery areas on transport and retention of sardine eggs and larvae in the southern Benguela ecosystem, J. Mar. Syst., 61, 212, 10.1016/j.jmarsys.2005.03.007 Mbaye, 2015, Do Sardinella aurita spawning seasons match local retention patterns in the Senegalese-Mauritanian upwelling region?, Fish. Oceanogr., 24, 69, 10.1111/fog.12094 Moyano, 2014, Standard metabolism and growth dynamics of laboratory-reared larvae of Sardina pilchardus, J. Fish Biol., 84, 1247, 10.1111/jfb.12337 Nelson, 1999, Influence of the Atlantic inflow and Mediterranean outflow currents on Late Quaternary sedimentary facies of the Gulf of Cadiz continental margin, Mar. Geol., 155, 99, 10.1016/S0025-3227(98)00143-1 Olivar, 2001, Comparative study of spatial distribution patterns of the early stages of anchovy and pilchard in the northwestern Mediterranean Sea, Mar. Ecol. Prog. Ser., 217, 111, 10.3354/meps217111 Oliveira, 2008, Satellite-derived conditions and advection patterns off Iberia and northwestern Africa: potential implications to sardine recruitment dynamics and population structuring, Rem. Sens. Environ., 112, 3376, 10.1016/j.rse.2007.09.018 Parada, 2012, Effects of seasonal variability in across- and alongshore transport of anchoveta (Engraulis ringens) larvae on model-based pre-recruitment indices off central Chile, Prog. Oceanogr., 92–95, 192, 10.1016/j.pocean.2011.07.015 Parrish, 1981, Transport mechanisms and reproductive success of fishes in the California Current, Biol. Oceanogr., 1, 175 Parrish, 1989, The monotypic sardines, Sardina and Sardinops: their taxonomy, distribution, stock structure, and zoogeography, Can. J. Fish. Aquat. Sci., 46, 2019, 10.1139/f89-251 Peliz, 2002, Fronts, jets, and counter-flows in the Western Iberian upwelling system, J. Mar. Syst., 35, 61, 10.1016/S0924-7963(02)00076-3 Peliz, 2003, Generation and unstable evolution of a density-driven eastern poleward current: the Iberian Poleward Current, J. Geophys. Res., 108, 3268, 10.1029/2002JC001443 Peliz, 2004, Extreme cross-shelf transport induced by eddy interactions southwest of Iberia in winter 2001, Geophys. Res. Lett., 31, L08301, 10.1029/2004GL019618 Peliz, 2007, A study of crab larvae dispersal on the Western Iberian Shelf: physical processes, J. Mar. Syst., 68, 215, 10.1016/j.jmarsys.2006.11.007 Peliz, 2007, Surface circulation in the Gulf of Cadiz: model and mean flow structure, J. Geophys. Res., 112, C11015, 10.1029/2007JC004159 Peliz, 2009, Surface circulation in the Gulf of Cadiz: 2. inflow-outflow coupling and the Gulf of Cadiz slope current, J. Geophys. Res., 114, C03011 Peliz, 2013, The Gulf of Cadiz-Alboran Sea sub-basin: model setup, exchange and seasonal variability, Ocean Model., 61, 49, 10.1016/j.ocemod.2012.10.007 Penven, 2005, Average circulation, seasonal cycle, and mesoscale dynamics of the Peru Current System: a modeling approach, J. Geophys. Res., 110, C10021, 10.1029/2005JC002945 Pereira, 2014, An experimental study of Aurelia aurita feeding behaviour: inference of the potential predation impact on a temperate estuarine nursery area, Estuar. Coast. Shelf Sci., 146, 102, 10.1016/j.ecss.2014.05.026 Pires, 2013, Modelling the variation in larval dispersal of estuarine and coastal ghost shrimp: upogebia congeners in the Gulf of Cadiz, Mar. Ecol. Prog. Ser., 492, 153, 10.3354/meps10488 Pond, 1978, 241 Ré, 1990, Sardine spawning off Portugal, Bol. Inst. Nac. Invest. Pescas, 15, 31 Ré, 1984, Evidence of daily and hourly growth in pilchard larvae based on otolith growth increments, Sardina pilchardus (Walbaum, 1792), Cybium, 8, 33 Ré, 1986, Otolith microstructure and the detection of life history events in sardine and anchovy larvae, Ciênc. Biol. Ecol. Syst., 6, 9 Reboreda, 2014, Seasonal cycle of plankton production in the Iberian margin based on a high resolution ocean model, J. Mar. Syst., 139, 396, 10.1016/j.jmarsys.2014.08.004 Relvas, 2007, Physical oceanography of the western Iberia ecosystem: latest views and challenges, Prog. Oceanogr., 74, 149, 10.1016/j.pocean.2007.04.021 Rhode, 2001, The impact of ultraviolet radiation on the vertical distribution of zooplankton of the genus Daphnia, Nature, 412, 69, 10.1038/35083567 Santos, 2005, Survival of sardine larvae off the Atlantic Portuguese coast: a preliminary numerical study, ICES J. Mar. Sci., 62, 634, 10.1016/j.icesjms.2005.02.007 Santos, 2001, Sardine and horse mackerel recruitment and upwelling off Portugal, ICES J. Mar. Sci., 58, 589, 10.1006/jmsc.2001.1060 Santos, 2004, Impact of a winter upwelling event on the distribution and transport of sardine eggs and larvae off Western Iberia: a retention mechanism, Cont. Shelf Res., 24, 149, 10.1016/j.csr.2003.10.004 Santos, 2006, Vertical distribution of the European sardine (Sardina pilchardus) larvae and its implications for their survival, J. Plankton Res., 28, 523, 10.1093/plankt/fbi137 Santos, 2007, Physical-biological interactions in the life history of small pelagic fish in the Western Iberia Upwelling Ecosystem, Progr. Oceanogr., 74, 192, 10.1016/j.pocean.2007.04.008 Santos, 2012, Cycles, trends, and residual variation in the Iberian sardine (Sardina pilchardus) recruitment series and their relationship with the environment, ICES J. Mar. Sci., 69, 739, 10.1093/icesjms/fsr186 Shchepetkin, 2005, The regional oceanic modeling system (ROMS): a split-explicit, free-surface, topography-following-coordinate oceanic model, Ocean Model., 9, 347, 10.1016/j.ocemod.2004.08.002 Silva, 2003, Morphometric variation among sardine (Sardina pilchardus) populations from the northeastern Atlantic and the western Mediterranean, ICES J. Mar. Sci., 60, 1352, 10.1016/S1054-3139(03)00141-3 Silva, 2006, Temporal and geographic variability of sardine maturity at length in the northeastern Atlantic and the western Mediterranean, ICES J. Mar. Sci., 63, 663, 10.1016/j.icesjms.2006.01.005 Silva, 2009, Geographic variability of sardine dynamics in the Iberian Biscay region, ICES J. Mar. Sci., 66, 495, 10.1093/icesjms/fsn225 Silva, 2014, Ontogeny of swimming behaviour in sardine Sardina pilchardus larvae and effect of larval nutritional condition on critical speed, Mar. Ecol. Prog. Ser., 504, 287, 10.3354/meps10758 Sinclair, 1989, Population regulation and speciation in the oceans, ICES J. Mar. Sci., 45, 165, 10.1093/icesjms/45.2.165 Soares, 2012, WRF high resolution dynamical downscaling of ERA-Interim for Portugal, Clim. Dynam., 39, 1, 10.1007/s00382-012-1315-2 Southward, 1983, Observations on the vertical distribution of zooplankton, including post-larval teleosts, off Plymouth in the presence of a thermocline and a chlorophyll-dense layer, J. Plankton Res., 5, 599, 10.1093/plankt/5.4.599 Stenevik, 2003, The effect of vertical and horizontal distribution on retention of sardine (Sardinops sagax) larvae in the Northern Benguela—observations and modelling, Fish. Oceanogr., 12, 185, 10.1046/j.1365-2419.2003.00234.x Stevenson, 1977, Huelva front and Malaga, Spain, eddy chain as defined by satellite and oceanographic data, Dtsch. Hydrograph. Z., 30, 51, 10.1007/BF02226082 Tanner, 2017, Modelling larval dispersal dynamics of common sole (Solea solea) along the western Iberian coast, Prog. Oceanogr., 156, 78, 10.1016/j.pocean.2017.06.005 Teles-Machado, 2007, On the onset of the Gulf of Cadiz Coastal Countercurrent, Geophys. Res. Lett., 34, L12601, 10.1029/2007GL030091 Teles-Machado, 2016, Circulation on the northwestern Iberian Margin: vertical structure and seasonality of the alongshore flows, Prog. Oceanogr., 140, 134, 10.1016/j.pocean.2015.05.021 Watanabe, 1996, Offshore expansion of spawning of the Japanese sardine, Sardinops melanostictus, and its implication for egg and larval survival, Can. J. Fish. Aquat. Sci., 53, 55, 10.1139/f95-153 Xu, 2015, Does spatial variation in environmental conditions affect recruitment? A study using a 3-D model of Peruvian anchovy, Prog. Oceanogr., 138, 417, 10.1016/j.pocean.2015.04.002