Acta Limnologica Brasiliensia
https://actalb.org/article/doi/10.1590/S2179-975X0122
Acta Limnologica Brasiliensia
Original Article

Eutrophication changes community composition and drives nestedness of benthic diatoms from coastal streams

A eutrofização altera a composição da comunidade e leva ao aninhamento de diatomáceas bentônicas em riachos costeiros

Ana Paula Tavares Costa; Emanuela Castro; Cássia Fernanda Martins da Silva; Fabiana Schneck

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Abstract

Abstract:: Aim: We evaluated changes in periphyton biomass and the composition of benthic diatom communities along a gradient of urbanization in 10 coastal streams located on the coastal plain of southernmost Brazil.

Methods: At each coastal stream, we obtained limnological variables and periphytic material from the stolon of the aquatic macrophyte Hydrocotyle ranunculoides for further analyses of chlorophyll a and diatoms.

Results: Total phosphorus was the only limnological variable selected by the statistical models, showing a positive relationship with periphyton biomass and a negative relationship with diatom species richness in these streams. Species composition (for both presence-absence and abundance data) was also explained by total phosphorus. Further, we observed a nested distribution of diatom species along the streams, in which poorer communities of streams with higher concentrations of phosphorous are subsets of richer communities from streams with lower concentrations of the nutrient.

Conclusions: Our study shows that water quality modifications caused by eutrophication are leading to the loss of species and changes in the structure of biological communities in ecotones such as coastal streams.

Keywords

gradient of urbanization, washouts, lotic ecosystem, ecotones, Brazil

Resumo

Resumo:: Objetivo: Avaliamos as mudanças na biomassa do perifíton e na composição das comunidades de diatomáceas bentônicas ao longo de um gradiente de urbanização em 10 riachos costeiros localizados na planície costeira do extremo sul do Brasil.

Métodos: Em cada riacho coletamos variáveis limnológicas e o material perifítico do estolão da macrófita aquática Hydrocotyle ranunculoides para posterior análises de clorofila a e de diatomáceas.

Resultados: Fósforo total foi a única variável limnológica selecionada pelos modelos, mostrando uma relação positiva com a biomassa e negativa com a riqueza de espécies de diatomáceas nesses riachos. A composição de espécies (para dados de presença e ausência e de abundância) também foi explicada pelas concentrações de fósforo total. Além disso, observamos uma distribuição aninhada de espécies ao longo dos riachos, de forma que as comunidades mais pobres de riachos com maiores concentrações de fósforo são subconjuntos de comunidades mais ricas com menores concentrações do nutriente.

Conclusões: Evidenciamos em nosso estudo que as modificações na qualidade da água causadas pela eutrofização estão levando à perda de espécies e mudanças na estrutura de comunidades em ecótonos como os riachos costeiros.
 

Palavras-chave

gradiente de urbanização, sangradouros, ecossistema lótico, ecótonos, Brasil

References

Albertoni, E.F., & Palma-Silva, C., 2006. Macroinvertebrados associados a macrófitas aquáticas flutuantes em canais urbanos de escoamento pluvial (Balneário Cassino, Rio Grande, RS). Neotrop. Biol. Conserv. 1(2), 90-100.

Allan, J.D., & Flecker, A.S., 1993. Biodiversity conservation in running waters: identifying the major factors that threaten destruction of riverine species and ecosystems. Bioscience 43(1), 32-43. http://dx.doi.org/10.2307/1312104.

Allen, S., Grimsha, W.N., Parkinson, J.A., & Quarmby, C., 1974. Chemical analysis of ecological materials. London: Blackwell Scientific Publishers.

Almeida-Neto, M., Guimarães, P., Guimarães Junior, P.R., Loyola, R.D., & Ulrich, W., 2008. A consistente metric for nestedness analysis in ecological systems: reconciling concept and measurement. Oikos 117(8), 1227-1239. http://dx.doi.org/10.1111/j.0030-1299.2008.16644.x.

Anderson, M.J., 2001. A new method for non-parametric multivariate analysis of variance. Austral Ecol. 26, 32-46. https://doi.org/10.1111/j.1442-9993.2001.01070.pp.x.

Barnum, T.R., Weller, D.E., & Williams, M., 2017. Urbanization reduces and homogenizes traits diversity in stream macroinvertebrate communities. Ecol. Appl. 27(8), 2428-2442. PMid:28872731. http://dx.doi.org/10.1002/eap.1619.

Baselga, A., 2010. Partitioning the turnover and nestedness components of beta diversity. Glob. Ecol. Biogeogr. 19(1), 134-143. http://dx.doi.org/10.1111/j.1466-8238.2009.00490.x.

Bastos, R.F., Condini, M.V., & Garcia, A.M., 2013. Fish species list of coastal streams in Southern Brazil, with notes on austral distribution limits of marine and freshwater endangered species. Pan-Am. J. Aquat. Sci. 8, 347-351.

Baumgarten, M.G.Z., Millão, D., Costa, P.G., Attisano, K.K., Costa, N.B.D., Gutierres, F.B., Giordano, S.B., & Araújo, E.A.C., 2007. Praia do Cassino (Rio Grande -RS): qualidade da água dos sangradouros da área central – antes (2003) e depois (2005) da instalação de estação de tratamento de esgotos (ETE). Cad Ecol Aquat 2, 1-12.

Baumgarten, M.G.Z., Rocha, J.M.B., & Niencheski, L.F.H., 1996. Manual de análises em oceanografia química. Rio Grande: Editora da FURG.

Bere, T., & Tundisi, J.G., 2010. Epipsammic diatoms in streams influenced by urban pollution, São Carlos, SP, Brazil. Braz. J. Biol. 70(4), 921-930. PMid:21180895. http://dx.doi.org/10.1590/S1519-69842010000500002.

Bere, T., & Tundisi, J.G., 2011. Diatom-based water quality assessment in streams influence by urban pollution: effects of natural and two selected artificial substrates, São Carlos-SP, Brazil. Braz. J. Aquat. Sci. Tech. 15(1), 54-63. http://dx.doi.org/10.14210/bjast.v15n1.p54-63.

Biggs, B.J.F., 1996. Patterns in benthic algae of streams. In: Stevenson, J., Bothwell, M.L. & Lowe, R.L., eds. Algal ecology: freshwater benthic ecosystems. San Diego: Elsevier. http://dx.doi.org/10.1016/B978-012668450-6/50031-X.

Chen, X., Zhou, W., Pickett, S.T.A., Li, W., Han, L., & Ren, Y., 2016. Diatoms are better indicators of urban stream conditions: a case study in Beijing, China. Ecol. Indic. 60, 265-274. http://dx.doi.org/10.1016/j.ecolind.2015.06.039.

Chorus, I., & Bartram, J., 1999. Water Resources. In Chorus, I. & Bartram, J., eds. Toxic cyanobacteria in water: a guide to their public health consequences, monitoring and management. New York: E & FN Spon. http://dx.doi.org/10.4324/9780203478073.

Cordazzo, V.C., & Seeliger, U., 1995. Guia Ilustrado da vegetação Costeira no Extremo Sul do Brasil. Rio Grande: Editora da FURG.

Cunningham, C., & Gharipour, M., 2018. Pipe dreams: urban wastewater treatment for biodiversity conservation. Urban Sci. 2(1), 2-18. http://dx.doi.org/10.3390/urbansci2010010.

Di Carvalho, J.A., & Wickham, S.A., 2019. Simulating eutriphication in a metacommunity landscape: an aquatic model ecosystem. Oecologia 189(2), 461-474. PMid:30523402. http://dx.doi.org/10.1007/s00442-018-4319-8.

Dodds, W.K., & Smith, V.H., 2016. Nitrogen, phosphorus and eutrophication in streams. Inland Waters 6(2), 155-164. http://dx.doi.org/10.5268/IW-6.2.909.

Dudgeon, D., 2019. Multiple threats imperil freshwater biodiversity in the Anthropocene. Curr. Biol. 29(19), 960-967. PMid:31593677. http://dx.doi.org/10.1016/j.cub.2019.08.002.

Dudgeon, D., Arthington, A.H., Gessner, M.O., Kawabata, Z.-I., Knowler, D.J., Lévêque, C., Naiman, R.J., Prieur-Richard, A.H., Soto, D., Stiassny, M.L.J., & Sullivan, C.A., 2006. Freshwater biodiversity: importance, threats, status and conservation challenges. Biol. Rev. Camb. Philos. Soc. 81(2), 163-182. PMid:16336747. http://dx.doi.org/10.1017/S1464793105006950.

Figueiredo, S.A., & Calliari, L.J., 2005. Sangradouros: distribuição espacial, variação sazonal, padrões morfológicos e implicações no gerenciamento costeiro. Gravel 3, 45-57.

Figueiredo, S.A., & Calliari, L.J., 2006. Washouts in the central and northern litoral of Rio Grande do Sul state, Brazil: distribution and implications. J. Coast. Res. 39, 366-370.

Fox, J., & Weisberg, S., 2011. An {R} Companion to Applied Regression. 2nd ed. Thousand Oaks: Sage.

Goldenberg Vilar, A.G., Van Dam, H., Van Loon, E.E., Vonk, J.A., Van Der Geest, H.G., & Admiraal, W., 2014. Eutrophication decrease distance decay of similarity in diatom communities. Freshw. Biol. 59(7), 1522-1531. http://dx.doi.org/10.1111/fwb.12363.

Gotelli, N.J., 2000. Null model analysis of species co-occurrence patterns. Ecology 81(9), 2606-2621. http://dx.doi.org/10.1890/0012-9658(2000)081[2606:NMAOSC]2.0.CO;2.

Grimm, N.B., Faeth, S.H., Golubiewski, N.E., Redman, C.L., Wu, J., Bai, W., & Briggs, J.M., 2008. Global change and the ecology of cities. Science 319(5864), 756-760. PMid:18258902. http://dx.doi.org/10.1126/science.1150195.

Grimm, N.B., Morgan Grove, J., Pickett, S.T.A., & Redman, C.L., 2000. Integrated approaches to long-term studies of urban ecological systems. Bioscience 50(7), 571-584. http://dx.doi.org/10.1641/0006-3568(2000)050[0571:IATLTO]2.0.CO;2.

Gutierrez, M.F., Simões, N.R., Frau, D., Saigo, M., & Licursi, M., 2020. Responses of stream zooplankton diversity metrics to eutrophication and temporal environmental variability in agricultural catchments. Environ. Monit. Assess. 192(12), 1-17. PMid:33242179. http://dx.doi.org/10.1007/s10661-020-08766-5.

Gutiérrez-Cánovas, C., Millán, A., Velasco, J., Vaughan, I.P., & Ormerod, S.J., 2013. Contrasting effects of natural and anthropogenic stressors on beta diversity in river organisms. Glob. Ecol. Biogeogr. 22(7), 796-805. http://dx.doi.org/10.1111/geb.12060.

Hecky, R.E., & Kilham, P., 1988. Nutrient limitation of phytoplankton in freshwater and marine environments: a review of recent evidence on the effects of enrichment. Limnol. Oceanogr. 33(4 Pt 2), 796-822. http://dx.doi.org/10.4319/lo.1988.33.4part2.0796.

Hering, D., Johnson, R.K., Kramm, S., Schmutz, S., Szoszkiewicz, K., & Verdonschot, P.F.M., 2006. Assessment of European streams with diatoms, macrophytes, macroinvertebrates and fishes: a comparative metric-based analysis of organism response to stress. Freshw. Biol. 51(9), 1757-1785. http://dx.doi.org/10.1111/j.1365-2427.2006.01610.x.

Hillebrand, H., Gruner, D.S., Borer, E.T., Bracken, M.E., Cleland, E.E., Elser, J.J., Harpole, W.S., Ngai, J.T., Seabloom, E.W., Shurin, J.B., & Smith, J.E., 2007. Consumer versus resource control of producer diversity depends on ecosystem type and producer community structure. Proc. Natl. Acad. Sci. USA 104(26), 10904-10909. PMid:17581875. http://dx.doi.org/10.1073/pnas.0701918104.

Jacobson, P.C., Hansen, G.J.A., Bethke, B.J., & Cross, T.K., 2017. Disentangling the effects of a century of eutrophication and climatic warming on freshwater lake fish assemblages. PLoS One 12(8), e0182667. PMid:28777816. http://dx.doi.org/10.1371/journal.pone.0182667.

Jamoneau, A., Passy, S.I., Soininen, J., Leboucher, T., & Tison-Rosebery, J., 2017. Beta diversity of diatoms species and ecological guilds: response to environmental and spatial mechanisms along the stream watercourse. Freshw. Biol. 63(1), 62-73. http://dx.doi.org/10.1111/fwb.12980.

Jonsson, B.G., 2001. A null model for randomization tests of nestedness in species assemblages. Oecologia 127(3), 309-313. PMid:28547100. http://dx.doi.org/10.1007/s004420000601.

Jüttner, I., Chimonides, P.J., & Ormerod, S.J., 2012. Developing a diatom monitoring network in an urban river-basin: initial assessment and site selection. Hydrobiologia 695(1), 137-151. http://dx.doi.org/10.1007/s10750-012-1123-z.

Jyrkänkallio-Mikkola, J., Meier, S., Heino, J., Laamanen, T., Pajunen, V., Tolonen, K.T., Tolkkinen, M., & Soininen, J., 2017. Disentangling multi-scale environmental effects on stream microbial communities. J. Biogeogr. 44(7), 1512-1523. http://dx.doi.org/10.1111/jbi.13002.

Lamparelli, M.C., 2004. Graus de trofia em corpos d’água do Estado de São Paulo: avaliação dos métodos de monitoramento [Tese de doutorado em Ciências]. São Paulo: Departamento de Ecologia, Universidade de São Paulo.

Legendre, P., & Legendre, L., 1998. Numerical ecology. Amsterdam: Elsevier.

Licursi, M., Gómez, N., & Sabater, S., 2016. Effects of nutrient enrichment on epipelic diatom assemblages in a nutrient-rich lowland stream, Pampa region, Argentina. Hydrobiologia 766(1), 135-150. http://dx.doi.org/10.1007/s10750-015-2450-7.

Lobo, E.A., Callegaro, V.L.M., Hermany, G., Bes, D., Wetzel, C.E., & Oliveira, C.A., 2004. Use of epilithics diatoms as bioindicators from lotic systems in Southern Brazil, with special emphasis on eutrophication. Acta Limnol. Bras. 16(1), 25-40.

Mackinney, G., 1941. Absorption of light by chlorophyll solutions. J. Biol. Chem. 140(2), 315-322. http://dx.doi.org/10.1016/S0021-9258(18)51320-X.

Mbao, E.O., Gao, J., Wang, Y., Sitoki, L., Pan, Y., & Wang, B., 2020. Sensitivity and reliability of diatom metrics and guilds in detecting the impact of urbanization on streams. Ecol. Indic. 116, 106506. http://dx.doi.org/10.1016/j.ecolind.2020.106506.

Metzeltin, D., & García-Rodríguez, F., 2012. Las Diatomeas Uruguayas. Montevideo: DIRAC.

Metzeltin, D., Lange-Bertalot, H., & García-Rodríguez, F., 2005. Diatoms of Uruguay – Taxonomy Biogeography, Diversity. Königstein: A.R.G. Gantner Verlag.

Moreira-Filho, H., & Valente-Moreira, I.M., 1981. Avaliação taxonômica e ecológica das diatomáceas (Bacillariophyceae) epífitas em algas pluricelulares obtidas nos litorais nos estados do Paraná, Santa Catarina e São Paulo. Bol Mus Mun 47, 1-17.

Moresco, C., Gubiani, E.A., & Rodrigues, L., 2015. Periphytic diatoms as indicators in a tropical stream: from urban to rural environments. Acta Sci. Biol. Sci. 37(4), 427-437. http://dx.doi.org/10.4025/actascibiolsci.v37i4.27426.

Oksanen, J., Blanchet, F.G., Kindt, R., Legendre, P., Minchin, P.R., O’Hara, R.B., Simpsom, G.L., Solymos, P., Stevens, M.H.H., & Wagner, H., 2017. vegan: Community Ecology Package. R Package version 2.4-3 [online]. Retrieved in 2022, January 4, from http://CRAN.R-project.org/package=vegan

Paranhos, R., 1996. Alguns métodos para análise de água. Rio de Janeiro: UFRJ. Cadernos Didáticos.

Patterson, B.D., & Atmar, W., 1986. Nested subsets and the structure of insular mammalian and archipelagos. Biol. J. Linn. Soc. Lond. 28(1-2), 65-82. http://dx.doi.org/10.1111/j.1095-8312.1986.tb01749.x.

Pereira da Silva, R., 1998. Ocorrência, distribuição e características morfodinâmicas dos sangradouros na zona costeira do Rio Grande do Sul: trecho Rio Grande – Chuí, RS [Dissertação de mestrado em Geociências]. Porto Alegre: Universidade Federal do Rio Grande do Sul.

Petsch, D.K., 2016. Causes and consequences of biotic homogenization in freshwater ecosystems. Int. Rev. Hydrobiol. 101(3-4), 113-122. http://dx.doi.org/10.1002/iroh.201601850.

Potapova, M.G., Ponader, K.C., Lowe, R.L., Clason, T.A., & Bahls, L.L., 2003. Small-celled Nupela species from North America. Diatom Res. 18(2), 293-306. http://dx.doi.org/10.1080/0269249X.2003.9705593.

R Core Team, 2017. R: A language and environment for statistical computing [online]. Vienna: R Foundation for Statistical Computing. Retrieved in 2022, January 4, from www.R-project.org

Round, F.E., Crawford, R.M., & Mann, D.G., 1990. The diatoms: biology and morphology of the genera. Cambridge: Cambridge University Press.

Sala, O.E., Stuart Chapin 3rd, F., Armesto, J.J., Berlow, E., Bloomfield, J., Dirzo, R., Huber-Sanwald, E., Huenneke, L.F., Jackson, R.B., Kinzig, A., Leemans, R., Lodge, D.M., Mooney, H.A., Oesterheld, M., Poff, N.L.R., Sykes, M.T., Walker, B.H., Walker, M., & Wall, D.H., 2000. Global biodiversity scenarios for the year 2010. Science 287(5459), 1770-1774. PMid:10710299. http://dx.doi.org/10.1126/science.287.5459.1770.

Salomoni, S.E., Rocha, O., Callegaro, V.L., & Lobo, E.A., 2006. Epilithic diatoms as indicators of water quality in the Gravataí river, Rio Grande do Sul, Brazil. Hydrobiologia 559(1), 233-246. http://dx.doi.org/10.1007/s10750-005-9012-3.

Schindler, D.W., 2012. The dilemma of controlling cultural eutrophication of lakes. Proc Royal Soc B. 279(1746), 4322-4333. PMid:22915669. http://dx.doi.org/10.1098/rspb.2012.1032.

Schneck, F., Schwarzbold, A., & Melo, A.S., 2011. Substrate roughness affects stream benthic algal diversity, assemblage composition, and nestedness. J. N. Am. Benthol. Soc. 30(4), 1049-1056. http://dx.doi.org/10.1899/11-044.1.

Schneider, S.C., Kahlert, M., & Kelly, M.G., 2013. Interactions between pH and nutrients on benthic algae in streams and consequences for ecological status assessment and species richness patterns. Sci. Total Environ. 444(1), 73-84. PMid:23266552. http://dx.doi.org/10.1016/j.scitotenv.2012.11.034.

Schwarzbold, A., & Schäfer, A., 1984. Gênese e morfologia das lagoas costeiras do Rio Grande do Sul, Brasil. Amazoniana 9, 87-104.

Silva, L.C. 2012. O desenvolvimento do turismo no balneário Cassino: um problema de gerenciamento costeiro integrado [Dissertação de mestrado em Gerenciamento Costeiro]. Rio Grande. Universidade Federal do Rio Grande - FURG.

Silva-Benavides, A.M., 1996. The epilithic diatom flora of a pristine and a polluted river in Costa Rica, Central America. Diatom Res. 11(1), 105-142. http://dx.doi.org/10.1080/0269249X.1996.9705368.

Simonsen, R., 1974. The diatom plankton of the Indian Ocean Expedition of RV Meteor. Forsch Ergeb. 19, 1-107.

Smith, V.H., & Schindler, W.D., 2009. Eutrophication science: where do we go from here? Trends Ecol. Evol. 24(4), 201-207. PMid:19246117. http://dx.doi.org/10.1016/j.tree.2008.11.009.

Smith, V.H., 2003. Eutrophication of freshwater and coastal marine ecosystems: a global problem. Environ. Sci. Pollut. Res. Int. 10(2), 126-139. PMid:12729046. http://dx.doi.org/10.1065/espr2002.12.142.

Soininen, J., Jamoneau, A., Rosebery, J., & Passy, S.I., 2016. Global patterns and drivers of species and trait composition in diatoms. Glob. Ecol. Biogeogr. 25(8), 940-950. http://dx.doi.org/10.1111/geb.12452.

Søndergaard, M., Lauridsen, T.L., Johansson, L.S., & Jeppesen, E., 2017. Nitrogen or phosphorus limitation in lakes and its impact on phytoplankton biomass and submerged macrophyte cover. Hydrobiologia 795(1), 35-48. http://dx.doi.org/10.1007/s10750-017-3110-x.

Souza, V.C., & Lorenzi, H., 2008. Botânica Sistemática. São Paulo: Instituto Plantarum.

Strayer, D.L., & Dudgeon, D., 2010. Freshwater biodiversity conservation: recent progress and future challenges. J. N. Am. Benthol. Soc. 29(1), 344-358. http://dx.doi.org/10.1899/08-171.1.

Tromboni, F., & Dodds, W.K., 2017. Relationships between land use and stream nutrient concentrations in a highly urbanized tropical region of Brazil: thresholds and riparian zones. Environ. Manage. 60(1), 30-40. PMid:28405753. http://dx.doi.org/10.1007/s00267-017-0858-8.

Valderrama, J.C., 1981. The simultaneous analysis of total nitrogen and total phosphorus in natural waters. Mar. Chem. 10(2), 109-122. http://dx.doi.org/10.1016/0304-4203(81)90027-X.

Vieira, E.F. 1983. Rio Grande: geografia física, humana e econômica. Porto Alegre: Sagra.

Vilmi, A., Karjalainen, S.M., Landeiro, V.L., & Heino, J., 2015. Freshwater diatoms as environmental indicators: evaluating the effects of eutrophication using species morphology and biological indices. Environ. Monit. Assess. 187(5), 243. PMid:25864081. http://dx.doi.org/10.1007/s10661-015-4485-7.

Vörösmarty, C.J., McIntyre, P.B., Gessner, M.O., Dudgeon, D., Prusevich, A., Green, P., Glidden, S., Bunn, S.E., Sullivan, C.A., Liermann, C.R., & Davies, P.M., 2010. Global threats to human water security and river biodiversity. Nature 467(7315), 555-561. PMid:20882010. http://dx.doi.org/10.1038/nature09440.

Walsh, C.J., Roy, A.H., Feminella, J.W., Cottingham, P.D., Groffman, P.M., & Morgan 2nd, R.P., 2005. The urban stream syndrome: current knowledge and the search for a cure. J. N. Am. Benthol. Soc. 24(3), 706-723. http://dx.doi.org/10.1899/04-028.1.

Wojciechowski, J., Heino, J., Bini, L.M., & Padial, A.A., 2017. Temporal variation in phytoplankton beta diversity patterns and metacommunity structures across subtropical reservoirs. Freshw. Biol. 62(4), 751-766. http://dx.doi.org/10.1111/fwb.12899.

Wojtal, A.Z., 2009. Nupela marvanii sp. nov., and N. lapidosa (Krasske) Lange-Bertalot in Poland with notes on the distribuition and ecology of the genus of Nupela (Bacillariophyta). Fottea. 9(2), 233-242. http://dx.doi.org/10.5507/fot.2009.024.

Wright, D.H., Patterson, B.D., Mikkelson, G.M., Cutler, A., & Atmar, W., 1997. A comparative analysis of nested subset patterns of species composition. Oecologia. 113(1), 1-20. PMid:28307284. http://dx.doi.org/10.1007/s004420050348.

Xiao, W., Liu, X., Irwin, A.J., Laws, E.A., Wang, L., Chen, B., Zeng, Y., & Huang, H., 2018. Warming and eutrophication combine to restructure diatoms and dinoflagellates. Water Res. 128, 206-216. PMid:29107905. http://dx.doi.org/10.1016/j.watres.2017.10.051.

Zorzal-Almeida, S., Bartozek, E.C.R., & Bicudo, D.C., 2021. Homogenization of diatom assemblages is driven by eutrophication in tropical reservoirs. Environ. Pollut. 288, 117778. PMid:34280747. http://dx.doi.org/10.1016/j.envpol.2021.117778.

Zuur, A., Ieno, E.N., Walker, N.J., Saveliev, A.A., & Smith, G.M., 2009. Mixed effects models and extensions in Ecology with R. New York: Springer. http://dx.doi.org/10.1007/978-0-387-87458-6.
 


Submitted date:
01/04/2022

Accepted date:
05/11/2022

Publication date:
06/01/2022

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