Environmental processes driving anchovy and sardine distribution in a highly variable environment: the role of the coastal structure and riverine input

Engraulis encrasicolus and Sardina pilchardus stocks are highly variable in terms of recruitment, biomass and spatial distribution. Changes in habitat conditions may influence both the survival of the early life stages and the adult stages. Detailed studies on the spatial distribution and habitat selection of such species have been performed in different areas of the world, highlighting the importance of environmental processes. The present study analyzes the spatial distribution of anchovy and sardine in the Tyrrhenian Sea in relation to environmental heterogeneity. Four acoustic surveys were carried out in this area in the period 2009–2014. Analysis of the environmental dataset permitted identification, in two specific areas, of a pattern of variables driving enrichment processes and impacting on the habitat suitability of the two species. In the northern and central parts of the study area, both anchovy and sardine showed a marked preference for shallower areas characterized by lower salinity. In these areas, PCA results on an environmental dataset highlighted a strong link between primary production, particulate organic carbon, distance from the mouth of the river, salinity and depth. A less clear picture was obtained for the southern part of the Tyrrhenian sea, characterized by a narrow continental shelf, moderately complex coastline morphology and the presence of very small rivers. Most of the anchovy biomass was found to be located in enclosed areas (gulfs) under the influence of relatively small rivers. This finding, taking into account that the surveys were carried out during the anchovy spawning period, highlights for such species a positive effect of the interaction between coastal morphology and riverine input, probably favoring food supply and retention of spawning products.

[1]  R. Sorgente,et al.  Numerical simulation and decomposition of kinetic energy in the Central Mediterranean: insight on mesoscale circulation and energy conversion , 2011 .

[2]  B. Patti,et al.  Variability of water mass properties in the Strait of Sicily in summer period of 1998–2013 , 2014 .

[3]  Jordi Salat,et al.  Review of hydrographic environmental factors that may influence anchovy habitats in northwestern Mediterranean , 1996 .

[4]  M. Giannoulaki,et al.  The spatial distribution of anchovy and sardine in the northern Aegean Sea in relation to hydrographic regimes , 2005 .

[5]  M. Giannoulaki,et al.  Modelling the presence of anchovy Engraulis encrasicolus in the Aegean Sea during early summer, based on satellite environmental data , 2008, Hydrobiologia.

[6]  A. Russo,et al.  Effects of environmental variables on recruitment of anchovy in the Adriatic Sea , 2006 .

[7]  I. Taupier-Letage,et al.  Circulation in the Mediterranean Sea , 2005 .

[8]  I. Palomera Spawning of anchovy Engraulis encrasicolus in the Northwestern Mediterranean relative to hydrographic features in the region , 1991 .

[9]  Claude Roy,et al.  Worldwide large-scale fluctuations of sardine and anchovy populations , 1999 .

[10]  D. Iudicone,et al.  Filament formation and evolution in buoyant coastal waters: Observation and modelling , 2012 .

[11]  G. Gasparini,et al.  Seasonal variability of gyre‐scale circulation in the northern Tyrrhenian Sea , 1994 .

[12]  A. Bakun,et al.  `Ocean triads' in the Mediterranean Sea: physical mechanisms potentially structuring reproductive habitat suitability (with example application to European anchovy, Engraulis encrasicolus) , 2002 .

[13]  E. Fanelli,et al.  Spatial variations in feeding habits and trophic levels of two small pelagic fish species in the central Mediterranean Sea. , 2016, Marine environmental research.

[14]  V. Quintino,et al.  Sardine potential habitat and environmental forcing off western Portugal , 2010 .

[15]  Acoustic evaluation of anchovy larvae distribution in relation to oceanography in the Cape Passero area (Strait of Sicily) , 2006 .

[16]  A. Cuttitta,et al.  Spawning site selection by European anchovy (Engraulis encrasicolus) in relation to oceanographic conditions in the Strait of Sicily , 2013 .

[17]  F. Alemany,et al.  Spawning areas and larval distributions of anchovy Engraulis encrasicolus in relation to environmental conditions in the Gulf of Tunis (Central Mediterranean Sea) , 2006 .

[18]  B. Planque,et al.  Modelling potential spawning habitat of sardine (Sardina pilchardus) and anchovy (Engraulis encrasicolus) in the Bay of Biscay , 2007 .

[19]  J. Lloret,et al.  Impact of freshwater input and wind on landings of anchovy (Engraulis encrasicolus) and sardine (Sardina pilchardus) in shelf waters surrounding the Ebre (Ebro) River delta (north-western Mediterranean) , 2004 .

[20]  A. Bonanno,et al.  Influence of environmental variability on anchovy early life stages (Engraulis encrasicolus) in two different areas of the Central Mediterranean Sea , 2012, Hydrobiologia.

[21]  C. Koutsikopoulos,et al.  Factors affecting the spawning period of sardine in two highly oligotrophic Seas , 2007 .

[22]  Giuseppa Buscaino,et al.  Habitat Selection Response of Small Pelagic Fish in Different Environments. Two Examples from the Oligotrophic Mediterranean Sea , 2014, PloS one.

[23]  M. Ribes,et al.  Seasonal variation of particulate organic carbon, dissolved organic carbon and the contribution of microbial communities to the live particulate organic carbon in a shallow near-bottom ecosystem at the Northwestern Mediterranean Sea , 1999 .

[24]  P. Falkowski,et al.  Photosynthetic rates derived from satellite‐based chlorophyll concentration , 1997 .

[25]  C. Millot Circulation in the Western Mediterranean Sea , 1999 .

[26]  S. Somarakis Marked interannual differences in reproductive para meters and daily egg production of anchovy in the northern Aegean Sea , 2005 .

[27]  M. Giannoulaki,et al.  Habitat discrimination of juvenile sardines in the Aegean Sea using remotely sensed environmental data , 2008, Hydrobiologia.

[28]  C. Grimes,et al.  How do Riverine Plumes of Different Sizes Influence Fish Larvae: do they Enhance Recruitment? , 1996 .

[29]  A. Vetrano,et al.  Seasonal Variability of the Tyrrhenian Sea Surface Geostrophic Circulation as Assessed by Altimeter Data , 2013 .

[30]  N. Kouéta,et al.  Do river discharge rates drive the overall functioning of the pelagic ecosystem over the continental shelf of the Bay of Biscay (NE Atlantic)? A comparison of two contrasting years with special reference to anchovy (Engraulis encrasicolus L.) nutritional state , 2010 .

[31]  G. Gasparini,et al.  Hydrographic characteristics and interannual variability of water masses in the central Mediterranean: a sensitivity test for long-term changes in the Mediterranean Sea , 2002 .

[32]  M. Luoto,et al.  Pelagic fish abundance in relation to regional environmental variation in the Gulf of Finland, northern Baltic Sea , 2007 .

[33]  Pierre Petitgas,et al.  Sampling variance of species identification in fisheries-acoustic surveys based on automated procedures associating acoustic images and trawl hauls , 2003 .

[34]  I. Palomera,et al.  Anchovy early life history and its relation to its surrounding environment in the Western Mediterranean basin , 1996 .

[35]  J. Miquel,et al.  Characterizing the potential habitat of European anchovy Engraulis encrasicolus in the Mediterranean Sea, at different life stages , 2013 .

[36]  C. Fratianni,et al.  Mediterranean Sea large-scale low-frequency ocean variability and water mass formation rates from 1987 to 2007: A retrospective analysis , 2015 .

[37]  Angelo Bonanno,et al.  Role of physical forcings and nutrient availability on the control of satellite-based chlorophyll a concentration in the coastal upwelling area of the Sicilian Channel , 2010 .

[38]  K. Schroeder,et al.  Persistence of an eddy signature in the central Tyrrhenian basin , 2009 .

[39]  Isabel Palomera,et al.  Physical and biological processes controlling the distribution of fish larvae in the NW Mediterranean , 2007 .

[40]  Sophie Bertrand,et al.  The relationship of anchovy and sardine to water masses in the Peruvian Humboldt Current System from 1983 to 2005 , 2008 .

[41]  I. Fontana,et al.  Distribution and spatial structure of pelagic fish schools in relation to the nature of the seabed in the Sicily Straits (Central Mediterranean) , 2009 .

[42]  M. Giannoulaki,et al.  Habitat suitability modelling for sardine juveniles (Sardina pilchardus) in the Mediterranean Sea , 2011 .

[43]  C. Grimes Fishery Production and the Mississippi River Discharge , 2001 .

[44]  Simon N. Wood,et al.  Space‐time modelling of blue ling for fisheries stock management , 2013 .

[45]  P. Pepin,et al.  Factors influencing the spatio-temporal occurrence of fish eggs and larvae in a northern, physically dynamic coastal environment , 1995 .

[46]  R. Quiñones,et al.  Relationship between abundance of small pelagic fishes and environmental factors in the Colombian Caribbean Sea: an analysis based on hydroacoustic information , 2003 .

[47]  Pierre Petitgas,et al.  Interannual Changes in Biomass Affect the Spatial Aggregations of Anchovy and Sardine as Evidenced by Geostatistical and Spatial Indicators , 2015, PloS one.

[48]  A. Cuttitta,et al.  Anchovy egg and larval distribution in relation to biological and physical oceanography in the Strait of Sicily , 2003, Hydrobiologia.

[49]  Claude Roy,et al.  Optimal Environmental Window and Pelagic Fish Recruitment Success in Upwelling Areas , 1989 .

[50]  Paul G. Fernandes,et al.  A consistent approach to definitions and symbols in fisheries acoustics , 2002 .

[51]  Rosalia Santoleri,et al.  Lagrangian and Eulerian observations of the surface circulation in the Tyrrhenian Sea , 2010 .

[52]  A. Cuttitta,et al.  Factors responsible for the differences in satellite-based chlorophyll a concentration between the major global upwelling areas , 2008 .

[53]  M. Gilmartin,et al.  The effect of Po river discharge on phytoplankton dynamics in the Northern Adriatic Sea , 1976 .

[54]  G. Daskalov,et al.  Relating fish recruitment to stock biomass and physical environment in the Black Sea using generalized additive models , 1999 .

[55]  A. Uriarte,et al.  The spawning environment of the Bay of Biscay anchovy (Engraulis encrasicolus L.) , 1996 .

[56]  P. Walline Geostatistical simulations of eastern Bering Sea walleye pollock spatial distributions, to estimate sampling precision , 2007 .

[57]  Interannual fluctuations in acoustic biomass estimates and in landings of small pelagic fish populations in relation to hydrology in the Strait of Sicily , 2004 .

[58]  Alberto García,et al.  Small pelagic fish in the NW Mediterranean Sea: An ecological review , 2007 .

[59]  M. Giannoulaki,et al.  Habitat suitability modelling for sardine Sardina pilchardus in a highly diverse ecosystem: the Mediterranean Sea , 2011 .

[60]  A. Cuttitta,et al.  Effect of habitat conditions on reproduction of the European anchovy (Engraulis encrasicolus) in the Strait of Sicily , 2006 .

[61]  G. Pierce,et al.  Identifying essential fish habitat for small pelagic species in Spanish Mediterranean waters , 2008, Hydrobiologia.

[62]  Marco Zavatarelli,et al.  The dynamics of the Adriatic Sea ecosystem. An idealized model study , 2000 .

[63]  A. Bakun Linking climate to population variability in marine ecosystems characterized by non-simple dynamics: Conceptual templates and schematic constructs , 2010 .