Detecting changes resulting from human pressure in a naturally quick-changing and heterogeneous environment: Spatial and temporal scales of variability in coastal lagoons

To detect changes in ecosystems due to human impact, experimental designs must include replicates at the appropriate scale to avoid pseudoreplication. Although coastal lagoons, with their highly variable environmental factors and biological assemblages, are relatively well-studied systems, very little is known about their natural scales of variation. In this study, we investigate the spatio-temporal scales of variability in the Mar Menor coastal lagoon (SE Spain) using structured hierarchical sampling designs, mixed and permutational multi-variate analyses of variance, and ordination multi-variate analyses applied to hydrographical parameters, nutrients, chlorophyll a and ichthyoplankton in the water column, and to macrophyte and fish benthic assemblages. Lagoon processes in the Mar Menor show heterogeneous patterns at different temporal and spatial scales. The water column characteristics (including nutrient concentration) showed small-scale spatio-temporal variability, from 10 0 to 10 1 km and from fortnightly to seasonally. Biological features (chlorophyll a concentration and ichthyoplankton assemblage descriptors) showed monthly changes and spatial patterns at the scale of 10 0 (chlorophyll a) e 10 1 km (ichthyoplankton). Benthic assemblages (macrophytes and fishes) showed significant differences between types of substrates in the same locality and between localities, according to horizontal gradients related with confinement in the lagoon, at the scale of 10 0 e10 1 km. The vertical zonation of macrophyte assemblages (at scales of 10 1 e10 2 cm) overlaps changes in substrata and horizontal gradients. Seasonal patterns in vegetation biomass were not significant, but the significant interaction between Locality and Season indicated that the seasons of maximum and minimum biomass depend on local environmental conditions. Benthic fish assemblages showed no significant patterns at the monthly scale but did show seasonal patterns. 2007 Elsevier Ltd. All rights reserved.

[1]  Á. Pérez-Ruzafa,et al.  Environmental and biological changes related to recent human activities in the Mar Menor (SE of Spain) , 1991 .

[2]  S. Navarro,et al.  Presence of pesticides throughout trophic compartments of the food web in the Mar Menor lagoon (SE Spain). , 2000 .

[3]  S. Mariani Can Spatial Distribution of Ichthyofauna Describe Marine Influence on Coastal Lagoons? A Central Mediterranean Case Study , 2001 .

[4]  W. Armonies On the spatial scale needed for benthos community monitoring in the coastal North Sea , 2000 .

[5]  Á. Pérez-Ruzafa,et al.  Changes in benthic fish assemblages as a consequence of coastal works in a coastal lagoon: The Mar Menor (Spain, Western Mediterranean). , 2006, Marine pollution bulletin.

[6]  C. Petersen The sea bottom and its production of fish-food : a survey of the work done in connection with valuation of the Danish waters from 1883-1917 , 1918 .

[7]  Marti J. Anderson,et al.  A new method for non-parametric multivariate analysis of variance in ecology , 2001 .

[8]  S. Hurlbert Pseudoreplication and the Design of Ecological Field Experiments , 1984 .

[9]  F. Cinelli,et al.  Spatio-temporal variability and vertical distribution of a low rocky subtidal assemblage in the north-west Mediterranean , 2006 .

[10]  John P. Wolflin,et al.  Coastal lagoons : ecosystem processes and modeling for sustainable use and development , 2004 .

[11]  B. Fritz Le domaine paralique. Expressions géologiques, biologiques et économiques du confinement par Olivier Guelorget et Jean-Pierre Perthuisot, Ecole Normale Supérieure, Travaux du Laboratoire de Géologie, 16, 1983 , 1983 .

[12]  A. J. Underwood,et al.  Experiments in Ecology. , 1997 .

[13]  Enric Ballesteros Els vegetals i la zonació litoral: espècies, comunitats i factors que influeixen en la seva distribució , 1992 .

[14]  Á. Pérez-Ruzafa,et al.  Spatial and temporal variations of hydrological conditions, nutrients and chlorophyll a in a Mediterranean coastal lagoon (Mar Menor, Spain) , 2005, Hydrobiologia.

[15]  F. Micheli,et al.  Variation in rocky shore assemblages in the northwestern Mediterranean: contrasts between islands and the mainland , 2003 .

[16]  D. Metcalfe,et al.  Biotic variation in coastal water bodies in Sussex, England: Implications for saline lagoons , 2005 .

[17]  M. Chapman,et al.  Scales of spatial patterns of distribution of intertidal invertebrates , 1996, Oecologia.

[18]  K. R. Clarke,et al.  Statistical Design And Analysis For A Biological Effects Study , 1988 .

[19]  Todd J. Landers,et al.  Relationships between taxonomic resolution and spatial scales of multivariate variation , 2005 .

[20]  T. Smayda Patterns of variability characterizing marine phytoplankton, with examples from Narragansett Bay , 1998 .

[21]  M. Dethier,et al.  The consequences of scale: assessing the distribution of benthic populations in a complex estuarine fjord , 2005 .

[22]  E. Ballesteros Structure and dynamics of north-western mediterranean phytobenthic communities: a conceptual model , 2012 .

[23]  Other Directive 2000/60/EC of the European Parliament and of The Council of 23 October 2000 establishing a Framework for Community Action in the Field of Water Policy (Water Framework Directive) , 2000 .

[24]  J. G. Charton,et al.  Correlation between habitat structure and a rocky reef fish assemblage in the Southwest Mediterranean , 1998 .

[25]  Karim Erzini,et al.  Seasonal, tidal and diurnal changes in fish assemblages in the Ria Formosa lagoon (Portugal) , 2006 .

[26]  M. Milazzo,et al.  Evaluating the ecological effects of Mediterranean marine protected areas: habitat, scale and the natural variability of ecosystems , 2000, Environmental Conservation.

[27]  K. R. Clarke,et al.  Change in marine communities : an approach to statistical analysis and interpretation , 2001 .

[28]  M. Anderson,et al.  Marine reserves demonstrate trophic interactions across habitats , 2006, Oecologia.

[29]  B. Morales-Nin,et al.  Multi-scale spatial variability in fish assemblages associated with Posidonia oceanica meadows in the Western Mediterranean Sea , 2006 .

[30]  Lack of significant change in epiphyte biomass with increasing extent of measurement within seagrass meadows , 2006 .

[31]  M. Simier,et al.  Spatial versus temporal patterns in fish assemblages of a tropical estuarine coastal lake : the Ebrie Lagoon (Ivory Coast) , 2005 .

[32]  Á. Pérez-Ruzafa,et al.  Composition, structure and distribution of the ichthyoplankton in a Mediterranean coastal lagoon , 2004 .

[33]  Mats Lindegarth,et al.  Spatial, temporal and interactive variability of infauna in Swedish coastal sediments , 2005 .

[34]  E. Ford Animal Communities of the Level Sea-bottom in the Waters adjacent to Plymouth , 1923, Journal of the Marine Biological Association of the United Kingdom.