An asymmetrical sampling design as a tool for sustainability assessment of human activities in coastal systems: a fish farming study case

References

• Aguado-Giménez F, Piedecausa MA, Gutiérrez JM, García-Charton JA, Belmonte A, García-García B. 2012. Benthic recovery after fish farming cessation: a “beyond-BACI” approach. Marine Pollution Bulletin 64:729–38. doi:10.1016/j.marpolbul.2012.02.012
   PubMed Web of Science ®Google Scholar
• Alexander KA, Potts TP, Freeman S, Israel D, Johansen J, Kletou D, et al. 2015. The implications of aquaculture policy and regulation for the development of integrated multi-trophic aquaculture in Europe. Aquaculture 443:16–23. doi:10.1016/j.aquaculture.2015.03.005
   Web of Science ®Google Scholar
• Alexander KA, Angel DL, Freeman S, Israel D, Johansen J, Kletou D, et al. 2016. Improving sustainability of aquaculture in Europe: stakeholder dialogues on Integrated Multi-trophic Aquaculture (IMTA). Environmental Science and Policy 55:96–106. doi:10.1016/j.envsci.2015.09.006
   Web of Science ®Google Scholar
• Anderson MJ. 2001. A new method for non-parametric multivariate analysis of variance. Austral Ecology 26:32–46.
   Web of Science ®Google Scholar
• Anderson MJ. 2006. Distance-based test for homogeneity of multivariate dispersions. Biometrics 62:245–53. doi:10.1111/j.1541-0420.2005.00440.x
   PubMed Web of Science ®Google Scholar
• Anderson MJ, Robinson J. 2003. Generalized discriminant analysis based on distances. Australian and New Zealand Journal of Statistics 45:301–18. doi:10.1111/1467-842X.00285
   Web of Science ®Google Scholar
• Anderson MJ, Ellingsen KE, McArdle BH. 2006. Multivariate dispersion as a measure of beta diversity. Ecology Letters 9:683–93. doi:10.1111/j.1461-0248.2006.00926.x
   PubMed Web of Science ®Google Scholar
• Anderson MJ, Gorley RN, Clarke KR. 2008. PERMANOVA+ for PRIMER: Guide to Software and Statistical Methods. Plymouth: Primer-E Ltd. 214 pages.
   Google Scholar
• Apostolaki E, Tsagaraki T, Tsapakis M, Karakassis I. 2007. Fish farming impact on sediments and macrofauna associated with seagrass meadows in the Mediterranean. Estuarine, Coastal and Shelf Science 75:408–16. doi:10.1016/j.ecss.2007.05.024
   Web of Science ®Google Scholar
• Balata D, Nesti U, Piazzi L, Cinelli F. 2007a. Patterns of spatial variability of seagrass epiphytes in the north-west Mediterranean Sea. Marine Biology 151:2025–35. doi:10.1007/s00227-006-0559-y
   Web of Science ®Google Scholar
• Balata D, Piazzi L, Benedetti-Cecchi L. 2007b. Sediment disturbance and loss of beta diversity on subtidal rocky reefs. Ecology 88:2455–61. doi:10.1890/07-0053.1
   PubMed Web of Science ®Google Scholar
• Balata D, Bertocci I, Piazzi L, Nesti U. 2008. Comparison between epiphyte assemblages of leaves and rhizomes of the seagrass Posidonia oceanica subjected to different levels of anthropogenic eutrophication. Estuarine, Coastal and Shelf Science 79:533–40. doi:10.1016/j.ecss.2008.05.009
   Web of Science ®Google Scholar
• Balata D, Piazzi L, Nesti U, Bulleri F, Bertocci I. 2010. Effects of enhanced loads of nutrients on epiphytes on leaves and rhizomes of Posidonia oceanica. Journal of Sea Research 63:173–79. doi:10.1016/j.seares.2009.12.001
   Web of Science ®Google Scholar
• Balata D, Piazzi L, Bulleri F. 2015. Sediment deposition dampens positive effects of substratum complexity on the diversity of macroalgal assemblages. Journal of Experimental Marine Biology and Ecology 467:45–51. doi:10.1016/j.jembe.2015.03.005
   Web of Science ®Google Scholar
• Bedini R, Piazzi L. 2012. Evaluation of the concurrent use of multiple descriptors to detect anthropogenic impacts in marine coastal systems. Marine Biology Research 8:129–40. doi:10.1080/17451000.2011.615324
   Web of Science ®Google Scholar
• Benedetti-Cecchi L. 2001. Beyond BACI: optimization of environmental sampling designs through monitoring and simulation. Ecological Applications 11:783–99. doi:10.1890/1051-0761(2001)011[0783:BBOOES]2.0.CO;2
   Web of Science ®Google Scholar
• Benedetti-Cecchi L, Osio GC. 2007. Replication and mitigation of effects of confounding variables in environmental impact assessment: effect of marinas on rocky-shore assemblages. Marine Ecology Progress Series 334:21–35. doi:10.3354/meps334021
   Web of Science ®Google Scholar
• Bishop MJ, Underwood AJ, Archambault P. 2002. Sewage and environmental impacts on rocky shores: necessity of identifying relevant spatial scales. Marine Ecology Progress Series 236:121–28. doi:10.3354/meps236121
   Web of Science ®Google Scholar
• Borja A, Bricker SB, Dauer DM, Demetriades DN, Ferreira JG, Forbes AT, et al. 2008. Overview of integrative tools and methods in assessing ecological integrity in estuarine and coastal systems worldwide. Marine Pollution Bulletin 56:1519–37. doi:10.1016/j.marpolbul.2008.07.005
   PubMed Web of Science ®Google Scholar
• Borja A, Ranasinghe A, Weisberg SB. 2009. Assessing ecological integrity in marine waters, using multiple indices and ecosystem components: challenges for the future. Marine Pollution Bulletin 59:1–4. doi:10.1016/j.marpolbul.2008.11.006
   PubMed Web of Science ®Google Scholar
• Cancemi G, De Falco G, Pergent G. 2003. Effects of organic matter input from a fish farming facility on a Posidonia oceanica meadow. Estuarine, Coastal and Shelf Science 56:961–68. doi:10.1016/S0272-7714(02)00295-0
   Web of Science ®Google Scholar
• Cecchi E, Gennaro P, Piazzi L, Ricevuto E, Serena F. 2014. Development of a new biotic index for ecological status assessment of Italian coastal waters based on coralligenous macroalgal assemblages. European Journal of Phycology 16:1709–17.
   Google Scholar
• Chapman MG, Underwood AJ, Skilleter GA. 1995. Variability at different spatial scales between a subtidal assemblage exposed to the discharge of sewage and two control assemblages. Journal of Experimental Marine Biology and Ecology 189:103–22. doi:10.1016/0022-0981(95)00017-L
   Web of Science ®Google Scholar
• Clarke KR. 1993. Non-parametric multivariate analyses of changes in community structure. Austral Ecology 18:117–43. doi:10.1111/j.1442-9993.1993.tb00438.x
   Web of Science ®Google Scholar
• Cromey CJ, Nickell TD, Black KD. 2002. DEPOMOD – modelling the deposition and biological effects of waste solids from marine cage farms. Aquaculture 214:211–39. doi:10.1016/S0044-8486(02)00368-X
   Web of Science ®Google Scholar
• Delgado O, Grau A, Pou S, Riera F, Massuti C, Zabala M, et al. 1997. Seagrass regression caused by fish cultures in Fornells Bay (Menorca, western Mediterranean). Oceanologica Acta 20:557–63.
   Google Scholar
• Di Carlo G, Benedetti-Cecchi L, Badalamenti F. 2011. Response of Posidonia oceanica growth to dredging effects of different magnitude. Marine Ecology Progress Series 423:39–45. doi:10.3354/meps08936
   Web of Science ®Google Scholar
• Edwards P. 2015. Aquaculture environment interactions: past, present and likely future trends. Aquaculture 447:2–14. doi:10.1016/j.aquaculture.2015.02.001
   Web of Science ®Google Scholar
• Fernandes TF, Eleftheriou A, Ackefors H, Eleftheriou M, Ervik A, Sanchez-Mata A, et al. 2001. The scientific principles underlying the monitoring of the environmental impacts of aquaculture. Journal of Applied Ichthyology 17:181–93. doi:10.1046/j.1439-0426.2001.00315.x
   Web of Science ®Google Scholar
• Fraschetti S, Gambi C, Giangrande A, Musco L, Terlizzi A, Danovaro R. 2006. Structural and functional response of meiofauna rocky assemblages to sewage pollution. Marine Pollution Bulletin 52:540–48. doi:10.1016/j.marpolbul.2005.10.001
   PubMed Web of Science ®Google Scholar
• Gao QF, Cheung KK, Cheung SG, Shin PKS. 2005. Effects of nutrient enrichment derived from fish farming activities on macroinvertebrate assemblages in a subtropical region of Hong Kong. Marine Pollution Bulletin 51:994–1002. doi:10.1016/j.marpolbul.2005.01.009
   PubMed Web of Science ®Google Scholar
• García-Sanz T, Ruiz JM, Pérez M, Ruiz M. 2011. Assessment of dissolved nutrients dispersal derived from offshore fish-farm using nitrogen stable isotope ratios (δ15N) in macroalgal bioassays. Estuarine, Coastal and Shelf Science 91:361–70. doi:10.1016/j.ecss.2010.10.025
   Web of Science ®Google Scholar
• Glasby TM, Underwood AJ. 1998. Determining positions for control locations in environmental studies of estuarine marinas. Marine Ecology Progress Series 171:1–14. doi:10.3354/meps171001
   Web of Science ®Google Scholar
• Gowen RJ, Smyth D, Silvert W. 1994. Modelling the spatial distribution and loading of organic fish farm waste to the seabed. In: Hargrave BT, editor. Modelling Benthic Impacts of Organic Enrichment from Marine Aquaculture. Dartmouth, Canada: Canadian Technical Report of Fisheries and Aquatic Sciences, p 1–18.
   Google Scholar
• Guidetti P, Fanelli G, Fraschetti S, Terlizzi A, Boero F. 2002. Coastal fish indicate human-induced changes in the Mediterranean littoral. Marine Environmental Research 53:77–94. doi:10.1016/S0141-1136(01)00111-8
   PubMed Web of Science ®Google Scholar
• Hall POJ, Anderson LG, Holby O, Kollberg S, Samuelsson MO. 1990. Chemical fluxes and mass balances in marine fish cage farm. I. Carbon. Marine Ecology Progress Series 61:61–73. doi:10.3354/meps061061
   Web of Science ®Google Scholar
• Hall POJ, Holby O, Kollberg S, Samuelsson MO. 1992. Chemical fluxes and mass balances in a marine fish cage farm. IV. Nitrogen. Marine Ecology Progress Series 89:81–91. doi:10.3354/meps089081
   Web of Science ®Google Scholar
• Hargrave BT, Holmer M, Newcombe CP. 2008. Towards a classification of organic enrichment in marine sediments based on biogeochemical indicators. Marine Pollution Bulletin 56:810–24. doi:10.1016/j.marpolbul.2008.02.006
   PubMed Web of Science ®Google Scholar
• Hewitt JE, Thrush SF, Cummings VJ. 2001. Assessing environmental impacts: effects of spatial and temporal variability at likely impact scales. Ecological Applications 11:1502–16. doi:10.1890/1051-0761(2001)011[1502:AEIEOS]2.0.CO;2
   Web of Science ®Google Scholar
• Hewitt J, Thrush S, Lohrer A, Townsend M. 2010. A latent threat to biodiversity: consequences of small-scale heterogeneity loss. Biodiversity and Conservation 19:1315–23. doi:10.1007/s10531-009-9763-7
   Web of Science ®Google Scholar
• Holby O, Hall POJ. 1991. Chemical fluxes and mass balances in a marine fish cage farm. II. Phosphorus. Marine Ecology Progress Series 70:263–72. doi:10.3354/meps070263
   Web of Science ®Google Scholar
• Holmer M. 2010. Environmental issues of fish farming in offshore waters: perspectives, concerns and research needs. Aquaculture Environment Interactions 1:57–70. doi:10.3354/aei00007
   Web of Science ®Google Scholar
• Holmer M, Marba N, Diaz-Almela E, Duarte CM, Tsapakis M, Danovaro R. 2007. Sedimentation of organic matter from fish farms in oligotrophic Mediterranean assessed through bulk and stable isotope (δ13 C and δ15 N) analyses. Aquaculture 262:268–80. doi:10.1016/j.aquaculture.2006.09.033
   Web of Science ®Google Scholar
• Holmer M, Argyrou M, Dalsgaard T, Danovaro R, Díaz-Almela E, Duarte CM, et al. 2008. Effects of fish farm waste on Posidonia oceanica meadows: synthesis and provision of monitoring and management tools. Marine Pollution Bulletin 56:1618–29. doi:10.1016/j.marpolbul.2008.05.020
   PubMed Web of Science ®Google Scholar
• Kalantzi I, Karakassis I. 2006. Benthic impacts of fish farming: meta-analysis of community and geochemical data. Marine Pollution Bulletin 52:484–93. doi:10.1016/j.marpolbul.2005.09.034
   PubMed Web of Science ®Google Scholar
• Karakassis I, Pitta P, Krom MD. 2005. Contribution of fish farming to the nutrient loading of the Mediterranean. Scientia Marina 69:313–21. doi:10.3989/scimar.2005.69n2313
   Web of Science ®Google Scholar
• Karez R, Engelbert S, Kraufvelin P, Pedersen MF, Sommer U. 2004. Biomass response and change in composition of ephemeral macroalgal assemblages along an experimental gradient of nutrient enrichment. Aquatic Botany 78:103–17. doi:10.1016/j.aquabot.2003.09.008
   Web of Science ®Google Scholar
• Klaoudatos SD, Klaoudatos DS, Smith J, Bogdanos K, Papageorgiou E. 2006. Assessment of site specific benthic impact of floating cage farming in the eastern Hios Island, Eastern Aegean Sea, Greece. Journal of Experimental Marine Biology and Ecology 338:96–111. doi:10.1016/j.jembe.2006.07.002
   Web of Science ®Google Scholar
• Kraufvelin P. 2007. Response to nutrient enrichment, wave action and disturbance in rocky shore communities. Aquatic Botany 87:262–74. doi:10.1016/j.aquabot.2007.06.011
   Web of Science ®Google Scholar
• Kutti T, Hansen PK, Ervik A, Høisæter T, Johannessen P. 2007. Effects of organic effluents from a salmon farm on a fjord system. II. Temporal and spatial patterns in infauna community composition. Aquaculture 262:355–66. doi:10.1016/j.aquaculture.2006.10.008
   Web of Science ®Google Scholar
• Larsson U, Blomqvist S, Abrahamsson B. 1986. A new sediment trap system. Marine Ecology Progress Series 31:205–07. doi:10.3354/meps031205
   Web of Science ®Google Scholar
• Lazard J, Baruthio A, Mathé S, Rey-Valette H, Chia E, Clément O, et al. 2010. Aquaculture system diversity and sustainable development: fish farms and their representation. Aquatic and Living Resources 23:187–98. doi:10.1051/alr/2010018
   Web of Science ®Google Scholar
• Martin CJB, Allen BJ, Lowe CG. 2012. Environmental impact assessment: detecting changes in fish community structure in response to disturbance with an asymmetric multivariate BACI sampling design. Bulletin of the Southern California Academy of Sciences 111:119–31. doi:10.3160/0038-3872-111.2.119
   Google Scholar
• McKinney ML, Lockwood JL. 1999. Biotic homogenization: a few winners replacing many losers in the next mass extinction. Trends in Ecology and Evolution 14:450–53. doi:10.1016/S0169-5347(99)01679-1
   PubMed Web of Science ®Google Scholar
• Olden JD, Poff NL, Douglas MR, Douglas ME, Fausch KD. 2004. Ecological and evolutionary consequences of biotic homogenization. Trends in Ecology and Evolution 19:18–24. doi:10.1016/j.tree.2003.09.010
   PubMed Web of Science ®Google Scholar
• Pacciardi L, De Biasi AM, Piazzi L. 2011. Effects of Caulerpa racemosa invasion on soft-bottom assemblages in the Western Mediterranean Sea. Biological Invasions 13:2677–90. doi:10.1007/s10530-011-9938-5
   Web of Science ®Google Scholar
• Pedersen MF, Borum J. 1996. Nutrient control of algal growth in estuarine waters. Nutrient limitation and the importance of nitrogen requirements and nitrogen storage among phytoplankton and species of macroalgae. Marine Ecology Progress Series 142:261–72. doi:10.3354/meps142261
   Web of Science ®Google Scholar
• Pergent-Martini C, Boudouresque CF, Pasqualini V, Pergent G. 2006. Impact of fish farming facilities on Posidonia oceanica meadows: a review. Marine Ecology 27:310–19. doi:10.1111/j.1439-0485.2006.00122.x
   Web of Science ®Google Scholar
• Piazzi L, Balata D. 2008. The spread of Caulerpa racemosa var. cylindracea in the Mediterranean Sea: an example of how biological invasions can influence beta diversity. Marine Environmental Research 65:50–61. doi:10.1016/j.marenvres.2007.07.002
   PubMed Web of Science ®Google Scholar
• Piazzi L, Balata D, Cinelli F, Benedetti-Cecchi L. 2004. Patterns of spatial variability in epiphytes of Posidonia oceanica: differences between a disturbed and two reference locations. Aquatic Botany 79:345–56. doi:10.1016/j.aquabot.2004.05.006
   Web of Science ®Google Scholar
• Piazzi L, Gennaro P, Balata D. 2011. Effects of nutrient enrichment on macroalgal coralligenous assemblages. Marine Pollution Bulletin 62:1830–35. doi:10.1016/j.marpolbul.2011.05.004
   PubMed Web of Science ®Google Scholar
• Pielou EC. 1969. An Introduction to Mathematical Ecology. New York: John Wiley Press. 292 pages.
   Google Scholar
• Prado T, Alcoverro T, Romero J. 2008. Seasonal responses of Posidonia oceanica epiphyte assemblages to nutrient increase. Marine Ecology Progress Series 359:89–98. doi:10.3354/meps07438
   Web of Science ®Google Scholar
• Relini G. 2012. Fishery and aquaculture relationship in the Mediterranean: present and future. Mediterranean Marine Science 4:125–54.
   Google Scholar
• Roberts DE, Smith A, Ajani P, Davis AR. 1998. Rapid changes in encrusting marine assemblages exposed to anthropogenic point-source pollution: a ‘Beyond BACI’ approach. Marine Ecology Progress Series 163:213–24. doi:10.3354/meps163213
   Web of Science ®Google Scholar
• Sanz-Lázaro C, Marín A. 2011. Diversity patterns of benthic macrofauna caused by marine fish farming. Diversity 3:176–99. doi:10.3390/d3020176
   Google Scholar
• Sapkota A, Sapkota AR, Kucharski M, Burke J, McKenzie S, Walker P, Lawrence R. 2008. Aquaculture practices and potential human health risks: current knowledge and future priorities. Environment International 34:1215–26. doi:10.1016/j.envint.2008.04.009
   PubMed Web of Science ®Google Scholar
• Smart SM, Thompson K, Marrs RH, Le Duc MG, Maskell LC, Firbank LG. 2006. Biotic homogenization and changes in species diversity across human-modified ecosystems. Proceedings of the Royal Society B 273:2659–65. doi:10.1098/rspb.2006.3630
   PubMed Web of Science ®Google Scholar
• Taylor RB, Peek JTA, Rees TAV. 1998. Scaling of ammonium uptake by seaweeds to surface area:volume ratio: geographical variation and the role of uptake by passive diffusion. Marine Ecology Progress Series 169:143–48. doi:10.3354/meps169143
   Web of Science ®Google Scholar
• Terlizzi A, Benedetti-Cecchi L, Bevilacqua S, Fraschetti S, Guidetti P, Anderson MJ. 2005. Multivariate and univariate asymmetrical analyses in environmental impact assessment: a case study of Mediterranean subtidal sessile assemblages. Marine Ecology Progress Series 289:27–42. doi:10.3354/meps289027
   Web of Science ®Google Scholar
• Terlizzi A, Anderson MJ, Fraschetti S, Benedetti-Cecchi L. 2007. Scales of spatial variation in Mediterranean subtidal sessile assemblages at different depths. Marine Ecology Progress Series 332:25–39. doi:10.3354/meps332025
   Web of Science ®Google Scholar
• Tomassetti P, Persia E, Mercatali I, Vani D, Marussso V, Porrello S. 2009. Effects of mariculture on macrobenthic assemblages in a western Mediterranean site. Marine Pollution Bulletin 58:533–41. doi:10.1016/j.marpolbul.2008.11.027
   PubMed Web of Science ®Google Scholar
• Tomassetti P, Gennaro P, Lattanzi L, Mercatali I, Persia E, Vani D, Porrello S. 2016. Benthic community response to sediment organic enrichment by Mediterranean fish farms: case studies. Aquaculture 450:262–72. doi:10.1016/j.aquaculture.2015.07.019
   Web of Science ®Google Scholar
• Underwood AJ. 1991. Beyond BACI: experimental designs for detecting human environmental impacts on temporal variations in natural populations. Australian Journal of Marine and Freshwater Research 42:569–87. doi:10.1071/MF9910569
   Web of Science ®Google Scholar
• Underwood AJ. 1992. Beyond BACI: the detection of environmental impacts on populations in the real, but variable, world. Journal of Experimental Marine Biology and Ecology 161:145–78. doi:10.1016/0022-0981(92)90094-Q
   Web of Science ®Google Scholar
• Underwood AJ. 1993. The mechanics of spatially replicated sampling programmes to detect environmental impacts in a variable world. Austral Ecology 18:99–116. doi:10.1111/j.1442-9993.1993.tb00437.x
   Web of Science ®Google Scholar
• Underwood AJ. 1994. On beyond BACI: sampling designs that might reliably detect environmental disturbances. Ecological Application 4:3–15. doi:10.2307/1942110
   Web of Science ®Google Scholar
• Wu RSS, Lam KS, MacKay DW, Lau TC, Yam V. 1994. Impact of marine fish farming on water quality and bottom sediment: a case study in the sub-tropical environment. Marine Environmental Research 38:115–45. doi:10.1016/0141-1136(94)90004-3
   Web of Science ®Google Scholar