How functional traits of estuarine macrobenthic assemblages respond to metal contamination?
Introduction
Estuaries are among the most dynamic and complex natural ecosystems in the world (Liu et al., 2003) but at the same time, they are amongst the most threatened by anthropogenic inputs coming from upstream and metropolitan areas located at their margins (Mucha et al., 2005). Trace metals are one of the most common anthropogenic pollutants that impact estuaries (Riba et al., 2003) mainly resulting from twentieth-century industrialization of cities that typically surround estuarine areas (Kennish, 2002). Despite the reduction in emissions in recent years, metals are still stored in estuarine sediments, which may represent an alternative source of metal contamination for benthic organisms (Cheggour et al., 2005). Sediment metal content is usually up to five-times higher concentrations than the overlying water, and therefore significant ecological effects are expected even under the presence of a partially bioavailable metal fraction (Bryan and Langston, 1992). Typically, under metal contaminated scenarios, community responses reflect the impact of metals on the local species, both at the individual and population levels (Luoma and Carter, 1991).
Macrobenthic communities are a well-known component of estuarine ecosystems, playing an important role in the system dynamics (Herman et al., 1999). Due to their direct contact with the sediment and their limited mobility, these communities are susceptible to metal contamination (Gray, 1974), which can favour the occurrence of tolerant/opportunistic species and affect the overall biodiversity or number of species (Stark, 1998, Mucha et al., 2003, Nunes et al., 2008, Ryu et al., 2011). Furthermore, the relatively short-lived character of macrobenthic organisms, contrary to other taxonomic groups (e.g. fishes, birds), enables an assessment of health relative to recent ecosystem history rather than earlier events. However, identifying metal effects on macrobenthic communities can be difficult, particularly in estuaries, which are influenced by highly physical, chemical and geological dynamics and complex ecological interactions (Dauvin, 2008). Estuarine complexity is particularly well reflected in macrobenthic community dynamics. Seasonal (Ysebaert and Herman, 2002, Veríssimo et al., 2013), spatial (Mucha et al., 2005, Barnes and Ellwood, 2012) and even small spatial scale (Giménez et al., 2014, Brauko et al., 2015) oscillations in the structure of macrobenthic communities have been linked with higher level physical factors as well as biological interactions.
Biotic and abiotic factors that influence the benthic environment result in a wide variety of functional adaptations in benthic organisms (Vernberg, 1981). Even though each species is uniquely adapted to its niche and show specific functional performances, groups of benthic organisms have common functional attributes (Pearson, 2001). Hence, the functional structure of a community can be represented by a set of traits describing behavioural and morphological characteristics displayed by the observed species (Paganelli et al., 2012). These traits are selected by biotic factors such as the identity, richness, evenness and abundance of the inhabitant species as well as by their interactions and how these community features vary over time and space (Culhane et al., 2014).
The Biological Traits Analysis (BTA) can be a useful analytical method for addressing ecological functioning (Bremner et al., 2003, Veríssimo et al., 2012). The link between traits used by BTA and ecosystem processes is a considerable advance over traditional methods aiming to analyse changes at the ecosystem functioning (Díaz and Cabido, 2001, Dolédec et al., 2006). They integrate a broad range of information on biological traits regardless of the taxonomic group (Statzner and Bêche, 2010) in addition to the existing strong links between traits and ecosystem processes (Díaz and Cabido, 2001). The relevance of the BTA is that it is an objective measure of functional diversity, gathering information on a range of ecological characteristics exhibited by the whole species pool (Bremner et al., 2003).
The difficulty in assessing trait detailed information, lacking for the majority of marine invertebrate species, has been pointed out as the main limitation of a more widespread use of the functional traits concept in benthic ecology (Pearson, 2001). More recently, the higher availability and accessibility of studies and the creation of web databases have improved the information on biological traits (van der Linden et al., 2012) leading to a growing interest in the BTA approach. Therefore, the increasing number of studies using this approach is not surprising (Bremner et al., 2003, Statzner et al., 2004, Cochrane et al., 2012, Paganelli et al., 2012, van der Linden et al., 2012, Veríssimo et al., 2012, Munari, 2013).
The functional trait analysis has been already applied to identify patterns of variation in macrobenthic functional traits under different scenarios of disturbance such as organic enrichment (Villnäs et al., 2011, Gusmao et al., 2016), physical disturbance (Tillin et al., 2006) or toxic sediment pollution (Archaimbault et al., 2010). The central issue in this analysis, faced by ecologists in recent years, is how to relate data of species composition, environmental descriptors and functional traits (Rachello-Dolmen and Cleary, 2007).
The multivariate ordination method – RLQ analysis (Dolédec et al., 1996) directly relates habitat and environment oscillations to differences in functional diversity (Rachello-Dolmen and Cleary, 2007) allowing the assessment of both environmental conditions and biological traits affected by disturbance, as well as their interrelationship (Dolédec et al., 1996, Ribera et al., 2001, Hausner et al., 2003, Gámez-Virués et al., 2015). Hence, the use of species traits and RLQ scores can be used in conservation management, to monitor and predict the effects of changes in estuarine macrobenthic communities. This method has been successfully applied in studies focusing on different biological entities such as plants (Bernhardt-Römermann et al., 2008, Minden et al., 2012), birds (Hausner et al., 2003, Cleary et al., 2007), fishes (Pease et al., 2012), insects (Ribera et al., 2001, Gámez-Virués et al., 2015) stream macroinvertebrates (Díaz et al., 2008), coral reefs (Rachello-Dólmen and Cleary, 2007) and marine macroinvertebrate communities (Culhane et al., 2014). Despite the potential of the RLQ in relating environmental descriptors with organismś functional traits, to date no study has used it to assess the effects of metal contamination on the functional structure of estuarine macrobenthic communities. To our knowledge, the assessment of metal contamination and specific effects on estuarine macroinvertebrates through BTA has never been carried out. Overall, the evaluation of trace metal effects on the receiving biota has received little attention (Bryan and Langston, 1992).
Biological traits of macrobenthic estuarine communities are expected to respond to both natural and anthropogenic pressures that influence these ecosystems (van der Linden et al., 2012). Since environmental descriptors can act as filters and thus allowing only a limited spectrum of traits to persist, coexisting species are more similar to one another than would be expected by chance (Zobel, 1997). Taking into account that functional traits and their interactions determine the functioning and stability of communities and ecosystems (Loreau et al., 2001), and provide information about how communities respond to environmental stress (Lavorel and Garnier, 2002), in the present study we aim to assess the response of estuarine macrobenthic communities to different levels of metal contamination based on the BTA. We hypothesized that: a) benthic macroinvertebrate traits are differently expressed in time and space; b) metal contamination is a main driver of the macrobenthic community regarding their functional structure and c) with increasing disturbance, a shift toward opportunistic traits will be observed as reported before for example regarding sewage discharges.
Section snippets
Study area
The Tagus estuary is the largest Portuguese estuarine system, being located at the Western Portugal Coast surrounded by the Lisbon metropolitan area. The Tagus estuary ecological relevance was recognized by the establishment of a Nature Reserve (Rodrigues et al., 2007). With 340 km2, this mesotidal estuary is mainly freshwater fed by the Tagus river, which has a high annual average riverine flow (400 m3 s−1) (Santos-Echeandía et al., 2013) while the tidal range varies from 1 m in neap tides to 4 m
Environmental parameters
Overall, metal concentrations showed a consistent gradient [HC] > [MC] > [SC] for each of the considered trace metals. Statistical analysis revealed that except Cu, all analysed metals showed a significant temporal variability that was not spatially consistent (i.e. the interaction term site x time was always significant). No significant spatial or temporal variation was detected for Cu (Tables 2 and S2) . The sediment fine particle size content also showed an unclear and inconsistent spatial and
Discussion
The present study depicted significant relationships between sediment environmental descriptors and the functional traits of macrobenthic communities in a highly urbanized estuary (the Tagus estuary). The RLQ/Fourth-corner combined analysis was effective in isolating the traits and corresponding species that were mostly correlated with trace metals concentrations. The innovative transformation of the environmental data, by rendering metal variables (Hg, Cd, Cu, and Pb) independent from the
Conclusions
The present results suggest that metal contamination induce significant functional changes on estuarine macrobenthic communities. The RLQ/Fourth-corner combined analysis has significantly discriminated the areas with higher levels of metal contamination. Such areas seem to be preferentially inhabited by epifaunal, very-small sized organisms, crawlers, surface deposit-feeders and tolerant species with medium and/or small life span. Less sensitiveness and effectiveness of this analysis was found
Acknowledgements
This study was funded for the “Fundação para a Ciência e Tecnologia” (FCT) project “ECOAPPROACH” (PTDC/AAC-AMB/121037/2010). Special thanks are due to Dr. Alexandra Leitão for her help in the sampling design, to Dr. João Cúrdia, Dr. Paulo Vasconcelos and Dr. Marta Rufino for their valuable suggestions and comments in earlier versions of this manuscript, and to Dr. Joanne I. Ellis for proofreading the manuscript. We are also grateful to the “Estrutura de Missão para a Extensão da Plataforma
References (140)
- et al.
Spatial variation in the macrobenthic assemblages of intertidal seagrass along the long axis of an estuary
Estuar. Coast. Shelf Sci.
(2012) - et al.
A marine biotic index to establish the ecological quality of soft-bottom benthos within European estuarine and coastal environments
Mar. Pollut. Bull.
(2000) - et al.
Spatial variability of three benthic indices for marine quality assessment in a subtropical estuary of Southern Brazil
Mar. Pollut. Bull.
(2015) - et al.
Matching biological traits to environmental conditions in marine benthic ecosystems
J. Mar. Syst.
(2006) - et al.
Methods for describing ecological functioning of marine benthic assemblages using biological traits analysis (BTA)
Ecol. Indic.
(2006) - et al.
Bioavailability, accumulation and effects of heavy metals in sediments with special reference to United Kingdom estuaries: a review
Environ. Pollut.
(1992) - et al.
Accumulation of Zn, Pb, Cu, Cr and Ni in sediments between roots of the Tagus estuary salt marshes, Portugal
Estuar. Coast. Shelf Sci.
(1996) - et al.
Mobility of Pb in salt marshes recorded by total content and stable isotopic signature
Sci. Total Environ.
(2007) - et al.
Distribution of monomethylmercury and mercury in surface sediments of the Tagus Estuary (Portugal)
Mar. Pollut. Bull.
(2005) - et al.
Dynamic changes in seagrass assemblages under eutrophication and implications for recovery
J. Exp. Mar. Biol. Ecol.
(2004)
Impact of mercury contamination on the population dynamics of Peringia ulvae (Gastropoda): implications on metal transfer through the trophic web
Estuar. Coast. Shelf Sci.
The use of the marine biotic index AMBI in the assessment of the ecological status of the Óbidos lagoon (Portugal)
Mar. Pollut. Bull.
Factors structuring temporal and spatial dynamics of macrobenthic communities in a eutrophic coastal lagoon (Óbidos lagoon, Portugal)
Mar. Environ. Res.
Metal concentrations in sediments and clams in four Moroccan estuaries
Mar. Environ. Res.
Benthic fauna and functional traits along a Polar Front transect in the Barents Sea—advancing tools for ecosystem-scale assessments
J. Mar. Syst.
Characterization of an estuarine environment by means of an index based on intertidal macrofauna
Mar. Pollut. Bull.
Clam dredging effects and subsequent recovery of benthic communities at different depth ranges
Mar. Environ. Res.
Determination of mercury in environmental and biological samples using pyrolysis atomic absorption spectrometry with gold amalgamation
Anal. Chim. Acta
Structural and functional indices show similar performance in marine ecosystem quality assessment
Ecol. Indic.
Vive la différence: plant functional diversity matters to ecosystem processes
Trends Ecol. Evol.
The estuarine quality paradox: is it possible to define an ecological quality status for specific modified and naturally stressed estuarine ecosystems?
Mar. Pollut. Bull.
The ecological quality status of the Bay of Seine and the Seine estuary: use of biotic indices
Mar. Pollut. Bull.
Effects of heavy metal contamination on the macrobenthic fauna in estuaries: the case of the Seine estuary
Mar. Pollut. Bull.
The estuarine quality paradox environmental homeostasis and the difficulty of detecting anthropogenic stress in naturally stressed areas
Mar. Pollut. Bull.
Assessing ecological community health in coastal estuarine systems impacted by multiple stressors
J. Exp. Mar. Biol. Ecol.
A comparative study of mercury contamination in the Tagus estuary (Portugal) and major French estuaries (Gironde, Loire, Rhône)
Estuar. Coast. Shelf Sci.
Heavy metal concentrations in sediment, benthic invertebrates and fish in three salt marsh areas subjected to different pollution loads in the Tagus Estuary (Portugal)
Mar. Pollut. Bull.
Oxidative stress responses in two populations of Laeonereis acuta (Polychaeta Nereididae) after acute and chronic exposure to copper
Mar. Environ. Res.
Macrofaunal patterns and animal-sediment relationships in Uruguayan estuaries and coastal lagoons (Atlantic coast of South America)
J. Sea Res.
Dispersal of intertidal invertebrates: a strategy to react to disturbance of different scales?
Neth. J. Sea Res.
Functional diversity of macrobenthic assemblages decreases in response to sewage discharges
Ecol. Indic.
Ecology of estuarine macrobenthos
Adv. Ecol. Res.
Assessing the ecological quality status of a temperate urban estuary by means of benthic biotic indices
Mar. Pollut. Bull.
Decomposition of plant materials in marine sediment exposed to different electron acceptors (O2, NO3-, and SO42-), with emphasis on substrate origin, degradation kinetics, and the role of bioturbation
Geochim. Cosmochim. Acta
Multivariate statistical study of heavy metal enrichment in sediments of the Pearl River Estuary
Environ. Pollut.
Functions and ecological status of eight Italian lagoons examined using biological traits analysis (BTA)
Mar. Pollut. Bull.
Seasonal changes in feeding types of estuarine benthic invertebrates from Delaware bay
J. Exp. Mar. Biol. Ecol.
Sedimentary record of anthropogenic metal inputs in the Tagus prodelta (Portugal)
Cont. Shelf Res.
Plant trait-environment relationships in salt marshes: deviations from predictions by ecological concepts
Persp. Plant Ecol. Evol. Syst.
Variability in macrobenthos communities in the Valli di Comacchio, northern Italy, a hypereutrophized lagoonal ecosystem
Estuar. Coast. Shelf Sci.
Macrobenthic community in the Douro estuary: relations with trace metals and natural sediment characteristics
Environ. Pollut.
Spatial and seasonal variations of the macrobenthic community and metal contamination in the Douro estuary (Portugal)
Mar. Environ. Res.
Benthic community and biological trait composition in respect to artificial coastal defence structures: a study case in the northern Adriatic Sea
Mar. Environ. Res.
Testing the applicability of a Marine Biotic Index (AMBI) to assessing the ecological quality of soft-bottom benthic communities, in the South America Atlantic region
Mar. Pollut. Bull.
The macrobenthic community along a mercury contamination in a temperate estuarine system (Ria de Aveiro, Portugal)
Sci. Total Environ.
Dispersal of post-larval macrobenthos in subtidal sedimentary habitats: roles of vertical diel migration, water column, bedload transport and biological traits’ expression
J. Sea Res.
Tolerance to Environmental Contaminants
PERMANOVA+ for PRIMER: Guide to Software and Statistical Methods
Assessing pollution of toxic sediment in streams using bio-ecological traits of benthic macroinvertebrates
Freshw. Biol.
Seasonal changes in macrophyte and macrozoobenthos assemblages in three coastal lagoons under varying degrees of eutrophication
J. Mar. Sci.
Cited by (56)
Structural and functional diversity patterns of macrofaunal communities from a semi-enclosed inlet of Northeast Atlantic: The influence of environmental conditions
2024, Estuarine, Coastal and Shelf ScienceHuman activities and environmental variables drive infaunal community structure and functioning in West African mangroves
2023, Estuarine, Coastal and Shelf ScienceUnveiling the meiobenthic community structure of Prydz bay, Antarctica during austral summer
2023, Deep-Sea Research Part I: Oceanographic Research Papers