Dynamic habitat use of an estuarine nursery seascape: Ontogenetic shifts in habitat suitability of the European flounder (Platichthys flesus)
Introduction
During their life history, the habitat preferences of many coastal marine and estuarine fish change with ontogeny, and early life stages can inhabit very different environments compared with their adult stages (Dando, 2011; Gillanders et al., 2003; Kimirei et al., 2013). The pelagic dispersal stage of eggs and larvae is typically followed by settlement if suitable habitat is found (Cowen and Sponaugle, 2009). In the nursery area, fish juveniles benefit from refuge from predators and high food availability promoting survival and growth until they are ready to move and recruit to the adult population (Beck et al., 2001; Fodrie and Mendoza, 2006; Vasconcelos et al., 2009). Movement patterns, however, can be interpreted at a range of spatial scales (Dance and Rooker, 2015) and, although major ontogenetic habitat shifts can occur at large scales (i.e. hundreds to thousands of km), it is also possible to detect changes in species habitat preferences at small scales, for example, inside nursery areas (Nagelkerken et al., 2015). Ontogenetic movements at smaller scales, such as inside nursery areas, may be more difficult to be detected. They may occur as habitat suitability varies with size, age or development, and due to modifications in food resource requirements (Mendes et al., 2014), predation risk (Kimirei et al., 2013), and habitat availability, which allows an enhancement of the fitness of the fish by seeking optimal habitats (Kahler et al., 2001).
Among nursery habitats, estuaries have been recognized as essential for many marine fish species (Able, 2005; Potter et al., 2015), contributing to the sustainability and conservation of adult populations. Therefore, estuarine nursery grounds have been widely studied (Amara et al., 2009; Pattrick and Strydom, 2014; Rochette et al., 2010; Vasconcelos et al., 2010), and much emphasis has been given to the need to determine their importance for management and conservation. Recent studies, however, have called for a more dynamic approach when assessing nursery areas, emphasizing that these are heterogenous, spatially explicit seascapes where dynamic processes and ontogenetic movements occur (Nagelkerken et al., 2015; Sheaves et al., 2015). Habitat suitability models and predictive mapping have been key to understanding fish distributions based on habitat variables (Le Pape et al., 2014; Vasconcelos et al., 2013) and have been broadly applied to juvenile fish using estuarine and coastal nurseries (Compton et al., 2012; Froeschke and Froeschke, 2011; Le Pape et al., 2007; Nicolas et al., 2007; Trimoreau et al., 2013; Vasconcelos et al., 2010; Zucchetta et al., 2010). However, most habitat suitability studies have focused on the young-of-the-year or overall juvenile distribution and have overlooked ontogenic movements inside the nursery (but see Costa et al., 2015; Furey and Rooker, 2013), despite available evidence that a finer scale change in habitat requirements inside the nurseries is shared by several species (e.g. Manderson et al., 2002; Mendes et al., 2014; Ribeiro et al., 2012; van der Veer et al., 2001).
While being important nursery areas, estuaries are also among the most threatened coastal ecosystems, generally located in areas of high population and large-scale development (McLusky and Elliott, 2004). The high level of anthropogenic pressures to which they are subjected cause degradation, fragmentation and ultimately loss of habitats (Amorim et al., 2017; Lotze et al., 2006). As habitat requirements can change during ontogeny (Werner and Gilliam, 1984), even at fine temporal and spatial scales, it is likely that responses to habitat change (due to fragmentation, loss, increased urbanisation) will also differ among life stages. The knowledge of the different ontogenetic habitat requirements is, therefore, particularly important for management and conservation. Hence, approaches that consider ontogenetic movements within the estuarine nursery habitats, and that identify high-value areas, are necessary to develop effective management plans of marine fishes using anthropogenically-stressed areas, such as estuaries. Furthermore, detailed knowledge of fine-scale habitat preferences, and of which habitat features are potentially limiting, is fundamental to enhance the probability of successful habitat restoration (Bond and Lake, 2003).
In order to improve our understanding of environmental processes governing spatial distributions of nursery species within the estuarine seascape, habitat suitability models were built for the juvenile European flounder (Platichthys flesus). The European flounder was chosen as model species due to its estuarine dependence during the early life stages (Elliott et al., 2007; Potter et al., 2015). P. flesus is regarded as a semi-catadromous species (Elliott et al., 2007; Potter et al., 2015), known to enter the estuaries in their larval stage, and appear to prefer low salinity upstream habitats to settle (Amorim et al., 2016; Bos and Thiel, 2006; Freitas et al., 2009; Jager, 1998). Later, older juveniles slowly move downstream, until they leave the estuary to breed at sea (Ramos et al., 2010). Although juveniles are generalist feeders, Mendes et al. (2014) showed ontogenetic shifts in prey selection, with post-settled individuals presenting a low diet diversity, and older juveniles presenting a distinct diet from the young-of-the-year. Therefore, and following the hypothesis that the European flounder performs ontogenetic movements within the nursery area, this study aimed to determine i) the ontogenetic shifts in habitats, and ii) the environmental factors that determine the suitability of the habitat at each ontogenetic stage in order to build predictive distribution maps.
Section snippets
Study area
The Lima estuary is a small Atlantic temperate estuary located in the NW coast of the Iberian Peninsula (Portugal), discharging an annual average river flow of 70 m3 s−1 from a catchment of 2446 km2. The tidal regime is mesotidal semidiurnal (3.7 m range during spring tides) and its influence reaches 20 km upstream. Geomorphologically, the estuary can be divided into 3 distinct sections: the lower estuary (0–3 km from the mouth), near an urbanized area, is a navigational channel, narrow and
Definition of the size class groups
Based on the total length of all P. flesus individuals caught in the Lima estuary, k-means clustering grouped sites as shown in Fig. 2. The two most upstream sites, L10 and L9, showed a complete separation from other sites. The middle estuary was divided into two groups: one included the sites located more upstream, plus site L3, and the other included the more downstream sites, together with the remaining sites from the lower estuary (L1 and L2). To fit the models, the 75th percentile of each
Discussion
As highly variable systems, estuaries are characterized by time-varying species-habitat associations (Able, 2005) and, therefore, in the present study both temporal and spatial scales were investigated. Boosted regression trees predicted the ontogenetic habitat preferences of a juvenile species inside an estuarine nursery seascape. Monthly distribution maps for the different juvenile size classes highlighted that European flounder use the entire estuary, but had different habitat preferences as
Conclusions
Identifying the patterns of ontogenetic habitat shifts has been highlighted as one of the ways to improve protection and management of the estuarine nursery function, by recognising the mosaic of habitats essential to the juvenile stages of coastal marine animals and their linkages (Nagelkerken et al., 2015). In the present study, habitat suitability models were built for three size classes of Platichthys flesus juveniles, to assess the ontogenetic shifts in habitat use and to understand the
Acknowledgements
EA and SR were funded by the Fundação para a Ciência e Tecnologia (FCT) with a PhD scholarship (SFRH/BD/75962/2011) and a post-doc fellowship (SFRH/BPD/102721/2014), respectively. This work was partially funded by the Structured Program of R&D&I INNOVMAR - Innovation and Sustainability in the Management and Exploitation of Marine Resources (Reference NORTE-01-0145-FEDER-000035), namely within the Research Line ECOSERVICES, supported by the Northern Regional Operational Programme (NORTE2020),
References (84)
A re-examination of fish estuarine dependence: evidence for connectivity between estuarine and ocean habitats
Estuar. Coast. Shelf Sci.
(2005)- et al.
Immigration and early life stages recruitment of the European flounder (Platichthys flesus) to an estuarine nursery: the influence of environmental factors
J. Sea Res.
(2016) - et al.
Habitat loss and gain: influence on habitat attractiveness for estuarine fish communities
Estuar. Coast. Shelf Sci.
(2017) - et al.
Habitat- and bay-scale connectivity of sympatric fishes in an estuarine nursery
Estuar. Coast. Shelf Sci.
(2015) - et al.
Modelling abundance hotspots for data-poor Irish Sea rays
Ecol. Model.
(2015) - et al.
The nursery function of the intertidal areas in the western Wadden Sea for 0-group sole Solea solea (L.)
J. Sea Res.
(2001) - et al.
Force majeure: will climate change affect our ability to attain good environmental status for marine biodiversity?
Mar. Pollut. Bull.
(2015) - et al.
Availability, usage and expected contribution of potential nursery habitats for the California halibut
Estuar. Coast. Shelf Sci.
(2006) - et al.
Spatio-temporal predictive model based on environmental factors for juvenile spotted seatrout in Texas estuaries using boosted regression trees
Fish. Res.
(2011) - et al.
Spatial and temporal shifts in suitable habitat of juvenile southern flounder (Paralichthys lethostigma)
J. Sea Res.
(2013)
Accumulation of flounder larvae (Platichthys flesus L.) in the Dollard (Ems estuary, Wadden Sea)
J. Sea Res.
Transport and retention of flounder larvae (Platichthys flesus L.) in the Dollard nursery (Ems estuary)
J. Sea Res.
The importance of rivers as nursery grounds for 0- and 1-group flounder (Platichthys flesus L.) in comparison to the Wadden sea
Neth. J. Sea Res.
Habitat suitability for juvenile common sole (Solea solea, L.) in the Bay of Biscay (France): a quantitative description using indicators based on epibenthic fauna
J. Sea Res.
Quantitative mapping of fish habitat: a useful tool to design spatialised management measures and marine protected area with fishery objectives
Ocean Coast. Manag.
Shallow water predation risk for a juvenile flatfish (winter flounder; Pseudopleuronectes americanus, Walbaum) in a northwest Atlantic estuary
J. Exp. Mar. Biol. Ecol.
Juvenile nursery colonization patterns for the European flounder (Platichthys flesus): a latitudinal approach
J. Sea Res.
Feeding ecology of juvenile flounder Platichthys flesus in an estuarine nursery habitat: influence of prey–predator interactions
J. Exp. Mar. Biol. Ecol.
Relationships between benthic macrofauna and habitat suitability for juvenile common sole (Solea solea, L.) in the Vilaine estuary (Bay of Biscay, France) nursery ground
Estuar. Coast. Shelf Sci.
An experimental investigation of salinity effects on growth, development and condition in the European flounder (Platichthys flesus. L.)
J. Exp. Mar. Biol. Ecol.
Recruitment of fish larvae and juveniles into two estuarine nursery areas with evidence of ebb tide use
Estuar. Coast. Shelf Sci.
Size-related shifts in the habitat associations of young-of-the-year winter flounder (Pseudopleuronectes americanus): field observations and laboratory experiments with sediments and prey
J. Exp. Mar. Biol. Ecol.
Colonization and nursery habitat use patterns of larval and juvenile flatfish species in a small temperate estuary
J. Sea Res.
Temporal and spatial distributions of larval fish assemblages in the Lima estuary (Portugal)
Estuar. Coast. Shelf Sci.
Recruitment of flatfish species to an estuarine nursery habitat (Lima estuary, NW Iberian Peninsula)
J. Sea Res.
Effect of nursery habitat degradation on flatfish population: application to Solea solea in the Eastern Channel (Western Europe)
J. Sea Res.
Population ecology and habitat preferences of juvenile flounder Platichthys flesus (Actinopterygii: Pleuronectidae) in a temperate estuary
J. Sea Res.
Juvenile flounder, Platichthys flesus (L.), under hypoxia: effects on tolerance, ventilation rate and predation efficiency
J. Exp. Mar. Biol. Ecol.
A quantitative estimate of the function of soft-bottom sheltered coastal areas as essential flatfish nursery habitat
Estuar. Coast. Shelf Sci.
Juvenile fish condition in estuarine nurseries along the Portuguese coast
Estuar. Coast. Shelf Sci.
Nursery use patterns of commercially important marine fish species in estuarine systems along the Portuguese coast
Estuar. Coast. Shelf Sci.
Predicting estuarine use patterns of juvenile fish with generalized linear models
Estuar. Coast. Shelf Sci.
Habitat type and nursery function for coastal marine fish species, with emphasis on the eastern cape region, South Africa
Estuar. Coast. Shelf Sci.
Habitat distribution model for European flounder juveniles in the Venice lagoon
J. Sea Res.
Ecology of Estuarine Fishes: Temperate Waters of the Western North Atlantic
Growth and condition of 0-group European flounder, Platichthys flesus as indicator of estuarine habitat quality
Hydrobiologia
The identification, conservation, and management of estuarine and marine nurseries for fish and invertebrates
Bioscience
Characterizing fish–habitat associations in streams as the first step in ecological restoration
Austral Ecol.
Tidal transport of flounder larvae (Pleuronectes flesus) in the Elbe River, Germany
Arch. Fish. Mar. Res.
Influence of salinity on the migration of postlarval and juvenile flounder Pleuronectes flesus L. in a gradient experiment
J. Fish Biol.
Ontogenetic habitat associations of a demersal fish species, Pagrus auratus, identified using boosted regression trees
Mar. Ecol. Prog. Ser.
Dealing with temporal variation and different life stages of whitemouth croaker Micropogonias furnieri (Actinopterygii, Sciaenidae) in species distribution modeling to improve essential estuarine fish habitat identification
Hydrobiologia
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