Acta Limnologica Brasiliensia
https://actalb.org/article/doi/10.1590/S2179-975X5922
Acta Limnologica Brasiliensia
Original Article

From virus to igapó forest: a systematic review of 35 years monitoring of an Amazonian Lake impacted by bauxite tailings (Batata Lake)

Do vírus à floresta do igapó: uma revisão sistemática de 35 anos de monitoramento de um Lago Amazônico impactado por rejeitos de bauxita (Lago Batata)

Simone Jaqueline Cardoso; Reinaldo Luiz Bozelli; Fabio Roland; Francisco de Assis Esteves; Marcos Paulo Figueiredo Barros; Érica Pellegrini Caramaschi; João José Fonseca Leal; Nathália da Silva Resende; Enoque Gonçalves Ribeiro; Fabio Rubio Scarano; Vera Lúcia de Moraes Huszar

Downloads: 0
Views: 990

Abstract

Abstract:: Aim: Long-term ecological research often integrates many research groups and subjects in one or few sites sampled systematically along the time. In the Amazon, there is a tradition of long-term research in terrestrial habitats, but this has been less common in floodplain lakes. This study systematically reviews 35 years of research (1988-2022) in Batata Lake, a clear water flood plain lake impacted by bauxite mining tailings for ten years (1979-1989) and discuss some research opportunities and challenges for the future.

Methods: The review covered 99 scientific reports (78 papers and 21 book chapters) comprising a large spectrum of data from snapshot observations and experiments to enduring quarterly observational and hypothesis-testing studies. Soil, sediments, and the water column were consistently sampled in natural and impacted areas.

Results: Research topics were quite diverse and covered biological communities from aquatic virus to igapó flooded forests and provided an overview of ecological processes such as primary and secondary production. Ecological variables monitored along the project were constrained by a strong seasonality of the flood pulse and the effect of sampling areas (natural and impacted), which was performed by very connected research groups.

Conclusions: Despite the extensive information, long-term ecosystem function trends are still incomplete.

Keywords

Amazon, Batata Lake, environmental mining impacts, floodplain lake, freshwater, long-term ecological project

Resumo

Resumo:: Objetivo: Pesquisas ecológicas de longa duração geralmente integram muitos grupos de pesquisa e assuntos variados. Essas pesquisas concentram-se em amostrar sistematicamente ao longo do tempo um ou poucos locais. Na Amazônia, muitas iniciativas foram realizadas para melhor entender as dinâmicas da floresta, mas poucos estudos de longa duração se dedicaram a compreender os lagos de inundação em escala de longo prazo. Neste estudo trazemos informações de pesquisas realizadas durante 35 anos (1988-2022) no Lago Batata, um lago amazônico de águas claras impactado por rejeitos de mineração de bauxita durante dez anos (1979-1989).

Métodos: Usando a abordagem de uma revisão sistemática da literatura 99 trabalhos (78 artigos e 21 capítulos de livros), nós encontramos que durante os anos de monitoramento, os esforços de amostragem variaram de algumas observações e experimentos pontuais a estudos trimestrais de observação e teste de hipóteses duradouros. Solo, sedimentos e coluna d'água foram amostrados consistentemente no lago como um todo e comparadas às áreas natural e impactada por rejeito de mineração.

Resultados: Os tópicos de pesquisa foram bastante diversos e abrangeram comunidades biológicas desde vírus aquáticos à floresta de igapó, os quais forneceram uma visão geral dos processos ecológicos locais como produção primária e produção secundária planctônica. A maioria das variáveis ecológicas monitoradas ao longo do projeto foram reguladas por uma forte sazonalidade exercida pelo pulso de inundação e pelos efeitos das áreas de amostragem (natural e impactada), e foram amostradas por grupos de pesquisa muito conectados.

Conclusões: Apesar da extensa informação sobre a estrutura e função do Lago Batata, tendências gerais sobre suas funções ecossistêmicas permanecem ainda incompletas.
 

Palavras-chave

Amazônia, Lago Batata, impactos ambientais de mineração, lago de inundação, água doce, projeto ecológico de longa duração

References

Almeida, R.M., Roland, F., Cardoso, S.J., Farjalla, V.F., Bozelli, R.L., & Barros, N.O., 2015. Viruses and bacteria in floodplain lakes along a major Amazon tributary respond to distance to the Amazon River. Front. Microbiol. 6, 158. PMid:25788895. http://dx.doi.org/10.3389/fmicb.2015.00158.

Almende, B.V., Thieurmel, B., & Robert, T., 2021. visNetwork: Network Visualization using 'vis.js' Library. R package version 2.1.0 [online]. Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=visNetwork

Amado, A.M., Farjalla, V.F., Esteves, F.A., & Bozelli, R.L., 2003. DOC photo-oxidation in clear water Amazonian aquatic ecosystems. Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas 17(3/4), 513-523.

Amado, A.M., Farjalla, V.F., Esteves, F.D.A., Bozelli, R.L., Roland, F., & Enrich-Prast, A., 2006. Complementary pathways of dissolved organic carbon removal pathways in clear-water Amazonian ecosystems: photochemical degradation and bacterial uptake. FEMS Microbiol. Ecol. 56(1), 8-17. PMid:16542400. http://dx.doi.org/10.1111/j.1574-6941.2006.00028.x.

Anesio, A.M., 2000. Bacterioplâncton. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 75-88.

Anesio, A.M., Abreu, P.C., & de Assis Esteves, F., 1997. Influence of the hydrological cycle on the bacterioplankton of an impacted clear water Amazonian Lake. Microb. Ecol. 34(1), 66-73. PMid:9178607. http://dx.doi.org/10.1007/s002489900035.

Barbieri, R., Esteves, F.A., & Soares, E., 2000a. Colonização por vegetação de igapó de novos hábitats formados pela sedimentação do rejeito de bauxita. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 219-234

Barbieri, R., Esteves, F.A., & Soares, E., 2000b. Revegetação da Área Impactada por Rejeito de Bauxita: Primeiros Ensaios. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 237-246

Barros, N., Farjalla, V.F., Soares, M.C., Melo, R.C., & Roland, F., 2010. Virus-bacterium coupling driven by both turbidity and hydrodynamics in an Amazonian floodplain lake. Appl. Environ. Microbiol. 76(21), 7194-7201. PMid:20833790. http://dx.doi.org/10.1128/AEM.01161-10.

Bender-deMoll, S., 2021. ndtv: Network Dynamic Temporal Visualizations. R package version 0.13.2 [online]. Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=ndtv

Bernauer, T., & Böhmelt, T., 2020. International conflict and cooperation over freshwater resources. Nat. Sustain. 3(5), 350-356. http://dx.doi.org/10.1038/s41893-020-0479-8.

Bojanowski, M., 2015. intergraph: Coercion Routines for Network Data Objects. R package version 2.0-2 [online]. Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=intergraph

Bonecker, C.C., Diniz, L.P., Braghin, L.S.M., Mantovano, T., Silva, J.V.F., Bomfim, F.F., Moi, D.A., Deosti, S., Santos, G.N.T., Candeias, D.A., Mota, A.J.M.M., Velho, L.F.M., & Lansac-Tôha, F.A., 2020. Synergistic effects of natural and anthropogenic impacts on zooplankton diversity in a subtropical floodplain: a long-term study. Oecol. Aust. 24(2), 524-537. http://dx.doi.org/10.4257/oeco.2020.2402.20.

Bozelli, R. L., & Esteves, F. A., 1995. Species diversity, evenness and richness of the zooplankton community of Batata and Mussurá lakes and of the Trombetas River, Amazonia, Brazil. Tropical Limnology 2, 87-93.

Bozelli, R.L., & Esteves, F.A., 2000a. Recuperação das áreas de igapó impactadas: situação atual. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 263-293

Bozelli, R.L., & Garrido, A.V., 2000b. Gradient of inorganic turbidity and responses of planktonic communities in an Amazonian lake, Brazil. Internationale Vereinigung für theoretische und angewandte Limnologie. Verhandlungen 27, 147-151. https://doi.org/10.1080/03680770.1998.11901215.

Bozelli, R.L., 1992. Composition of the zooplankton community of Batata and Mussurá Lakes and of the Trombetas River, State of Pará, Brazil. Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas 12(2), 239-261.

Bozelli, R.L., 1994. Zooplankton community density in relation to water level fluctuations and inorganic turbidity in an Amazonian Lake,“Lago Batata”, state of Pará, Brazil. Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas 13(1/2), 17-32.

Bozelli, R.L., 1996. The influence of bauxite tailings on the cladoceran populations of Lake Batata, Amazonia, Brazil. Int. Rev. Gesamten Hydrobiol. Hydrograph. 81(4), 621-634. http://dx.doi.org/10.1002/iroh.19960810419.

Bozelli, R.L., 1998a. Influences of suspended inorganic matter on carbon ingestion and incorporation rates of two tropical cladocerans, Diaphanosoma birgei and Moina minuta. Arch. Hydrobiol. 142(4), 451-465. http://dx.doi.org/10.1127/archiv-hydrobiol/142/1998/451.

Bozelli, R.L., 1998b. The influence of bauxite tailings on the functional response of carbon incorporation rates of three species of tropical cladocerans. Internationale Vereinigung für theoretische und angewandte Limnologie. Verhandlungen 26, 1894-1897. https://doi.org/10.1080/03680770.1995.11901070.

Bozelli, R.L., 2000. Zooplâncton In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 121-138

Bozelli, R.L., 2019. The challenge of restoring tropical freshwater ecosystems. Acta Limnol. Bras. 31, e110. http://dx.doi.org/10.1590/s2179-975x4619.

Bozelli, R.L., Caliman, A., Guariento, R.D., Carneiro, L.S., Santangelo, J.M., Figueiredo-Barros, M.P., Leal, J.J.F., Rocha, A.M., Quesado, L.B., Lopes, P.M., Farjalla, V.F., Marinho, C.C., Roland, F., & Esteves, F.A., 2009. Interactive effects of environmental variability and human impacts on the long-term dynamics of an Amazonian floodplain lake and a South Atlantic coastal lagoon. Limnologica 39(4), 306-313. http://dx.doi.org/10.1016/j.limno.2009.06.004.

Bozelli, R.L., Esteves, F.A., & Roland, F., 2000b. Mitigação do impacto: passado, presente e futuro. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 297-332

Bozelli, R.L., Thomaz, S.M., Padial, A.A., Lopes, P.M., & Bini, L.M., 2015. Floods decrease zooplankton beta diversity and environmental heterogeneity in an Amazonian floodplain system. Hydrobiologia 753(1), 233-241. http://dx.doi.org/10.1007/s10750-015-2209-1.

Brum, P.R., Prast, A., & Esteves, F.A., 2006. Changes in the allocation of some chemical compounds in structures of Oryza glumaepatula (Steud) in an Amazonian lake subjected to an anthropic impact (Lake Batata, Porto Trombetas). Hydrobiologia 570(1), 27-33. http://dx.doi.org/10.1007/s10750-006-0158-4.

Butts, C.T., Leslie-Cook, A., Krivitsky, P.N., & Bender-deMoll, S., 2021. networkDynamic: Dynamic Extensions for Network Objects. R package version 0.11.0 [online]. Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=networkDynamic

Cadotte, M.W., Barlow, J., Nuñez, M.A., Pettorelli, N., & Stephens, P.A., 2017. Solving environmental problems in the Anthropocene: the need to bring novel theoretical advances into the applied ecology fold. J. Appl. Ecol. 54(1), 1-6. http://dx.doi.org/10.1111/1365-2664.12855.

Callisto, M., & Esteves, F.A., 1995. Distribuição da comunidade de macroinvertebrados bentônicos em um ecossistema amazônico impactado por rejeito de bauxita-Lago Batata (Pará, Brasil). Oecol. Bras. 1, 335-348.

Callisto, M., & F. A. Esteves, F., 1996a. Composição granulométrica do sedimento de um lago amazônico impactado por rejeito de bauxita e um lago natural. Acta Limnol. Bras. 8, 115-126.

Callisto, M., & Esteves, F.A., 1996b. Macroinvertebrados bentônicos em dois lagos amazônicos: lago Batata (um ecossistema impactado por rejeito de bauxita) e Lago Mussurá (Brasil). Acta Limnol. Bras. 8, 137-147.

Callisto, M., 2000. Macroinvertebrados bentônicos. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 141-151

Caramaschi, E.P., Halboth, D.A., & Mannheimer, S., 2000. Ictiofauna. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 155-177

Cardoso, S.J., Bozelli, R.L., Roland, F., Esteves, F.A., Barros, M.P.F., Caramaschi, E.P., Fonseca, J.J.L., Resende, N.S., Ribeiro, E.G., Scarano, F.R., & Huszar, V.L.M., 2023. Data for: from virus to Igapó Forest: a systematic review of 35 years monitoring of an Amazonian Lake impacted by bauxite tailings (Batata Lake). Acta Limnol. Bras. (Online), 35, e2. http://dx.doi.org/10.1590/S2179-975X5922.

Cardoso, S.J., Nabout, J.C., Farjalla, V.F., Lopes, P.M., Bozelli, R.L., Huszar, V.L., & Roland, F., 2017. Environmental factors driving phytoplankton taxonomic and functional diversity in Amazonian floodplain lakes. Hydrobiologia 802(1), 115-130. http://dx.doi.org/10.1007/s10750-017-3244-x.

Carmo, F.F., Kamino, L.H.Y., Junior, R.T., De Campos, I.C., Carmo, F.F., Silvino, G., Castro, K.J.S.X., Mauro, M.L., Rodrigues, N.U.A., Miranda, M.P.S., & Pinto, C.E.F., 2017. Fundão tailings dam failures: the environment tragedy of the largest technological disaster of Brazilian mining in global context. Perspect. Ecol. Conserv. 15(3), 145-151. http://dx.doi.org/10.1016/j.pecon.2017.06.002.

Carmo, F.F., Lanchotti, A.O., & Kamino, L.H., 2020. Mining waste challenges: environmental risks of gigatons of mud, dust and sediment in megadiverse regions in Brazil. Sustainability 12(20), 8466. http://dx.doi.org/10.3390/su12208466.

Carneiro, L.S., Bozelli, R.L., & Esteves, F.A., 2003. Long-term changes in the density of the copepod community in an Amazonian lake impacted by bauxite tailings. Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas 17, 553-566.

Conrad, R., Klose, M., Claus, P., & Enrich-Prast, A., 2010. Methanogenic pathway, 13C isotope fractionation, and archaeal community composition in the sediment of two clear‐water lakes of Amazonia. Limnol. Oceanogr. 55(2), 689-702. http://dx.doi.org/10.4319/lo.2009.55.2.0689.

Csardi, G., & Nepusz, T., 2006. The igraph software package for complex network research. InterJournal, Complex Systems. (Online), 1695, 1-9. Retrieved in 2022, Sep 8, from https://igraph.org

Dias, A.T., Bozelli, R.L., Darigo, R.M., Esteves, F.A., Santos, H.F., Figueiredo‐Barros, M.P., Nunes, M.F.Q.S., Roland, F., Zamith, L.R., & Scarano, F.R., 2012. Rehabilitation of a bauxite tailing substrate in Central Amazonia: the effect of litter and seed addition on flood‐prone forest restoration. Restor. Ecol. 20(4), 483-489. http://dx.doi.org/10.1111/j.1526-100X.2011.00811.x.

Dias, A.T.C., Bozelli, R.L., Zamith, L.R., Esteves, F.A., Ferreira, P., & Scarano, F.R., 2014. Limited relevance of studying colonization in degraded areas for selecting framework species for ecosystem restoration. Nat. Conserv. 12(2), 134-137. http://dx.doi.org/10.1016/j.ncon.2014.08.002.

Dormann, C.F., Frund, J., Bluthgen, N., & Gruber, B., 2009. Indices, graphs and null models: analyzing bipartite ecological networks. Open Ecol. J. 2(1), 7-24. http://dx.doi.org/10.2174/1874213000902010007.

Ecosystem Health Monitoring Program, 2008. Report card 2008 for the waterways and catchments of south-east Queensland. In: Ecosystem Health Monitoring Program. South East Queensland Healthy Waterways Partnership. Brisbane, Queensland: Ecosystem Health Monitoring Program, 15-27.

El Bizri, H.R., Macedo, J.C.B., Paglia, A.P., & Morcatty, T.Q., 2016. Mining undermining Brazil’s environment. Science 353(6296), 228. PMid:27418493. http://dx.doi.org/10.1126/science.aag1111.

Enrich-Prast, A., & Esteves, F.A., 1996. Seasonal nitrogen fixation in the sediment of an Amazonian lake impacted by bauxite tailings (Batata Lake-Pará). Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas 14, 157-163.

Enrich-Prast, A., & Esteves, F.A., 1998. Diurnal variation of rates of denitrification and nitrogen fixation of periphyton associated with Oryza glumaepatula Steud in an Amazonian Lake. Hydrobiologia 368(1/3), 189-192. http://dx.doi.org/10.1023/A:1003258402462.

Enrich-Prast, A., & Esteves, F.A., 2005. Flood pulse influence and anthropic impact on the chemical composition and energy content of Oryza glumaepatula in an Amazonian lake. Braz. J. Biol. 65(3), 451-458. PMid:16341423. http://dx.doi.org/10.1590/S1519-69842005000300010.

Enrich-Prast, A., 2000. Importância de Oryza glumaepatula Steud (arroz bravo) na recuperação do igapó. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 249-260

Enrich-Prast, A., 2002. Nitrogen and phosphorus regulation on nitrification, denitrification and oxygen, pH and nitrate profiles in humic and clean water lake sediment. Acta Limnol. Bras. 14, 1-8.

Enrich-Prast, A., Esteves, F.A., & Biesboer, D.D., 1999. Actual and potential heterotrophicneutrogen fixation and detrification rates of Oryza glumaepatula Steud in an amazonian lake. Rev. Bras. Biol. 59(3), 477-484. http://dx.doi.org/10.1590/S0034-71081999000300013.

Enrich-Prast, A., Esteves, F.A., & Breves, A.R., 2002. Variation of biometric parameters and C, N, and P concentrations of Oryza glumaepatula at different depths of an amazonian lake impacted by bauxite tailings (Lake Batata, Pará, Brazil). Braz. J. Biol. 62(1), 85-92. PMid:12185927. http://dx.doi.org/10.1590/S1519-69842002000100011.

Enrich-Prast, A., Esteves, F.A., Biesboer, D.D., Bozelli, R.L., & Farjalla, V.F., 2006. The influence of bauxite tailings on the growth and development of Oryza glumaepatula in an Amazonian lake. Hydrobiologia 563(1), 87-97. http://dx.doi.org/10.1007/s10750-005-1273-3.

Enrich-Prast, A., Meirelles-Pereira, F., & Esteves, F.A., 2004. Development of periphytic bacteria associated with detritus of the Amazonian aquatic macrophyte Oryza glumaepatula. Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas. 18(1), 81-93.

Erõs, T., Kuehne, L., Dolezsai, A., Sommerwerk, N., & Wolter, C., 2019. A systematic review of assessment and conservation management in large floodplain rivers-actions postponed. Ecol. Indic. 98, 453-461. http://dx.doi.org/10.1016/j.ecolind.2018.11.026.

Esteves, F.A., & Enrich-Prast, A., 1998. Nitrogen fixation and denitrification rates of sediments in some Amazonian aquatic ecosystems during the filling period. Internationale Vereinigung für theoretische und angewandte Limnologie. Verhandlungen 26, 907-910. https://doi.org/10.1080/03680770.1995.11900850.

Esteves, F.A., Bozelli, R.L., & Roland, F., 1990. Lago Batata: um laboratório de limnologia tropical. Cienc. Hoje 11, 26-33.

Esteves, F.A., Enrich-Prast, A., & Biesboer, D.D., 2001. Potential denitrification in submerged natural and impacted sediments of Lake Batata, an Amazonian lake. Hydrobiologia 444(1/3), 111-117. http://dx.doi.org/10.1023/A:1017550729084.

Esteves, F.A., Thomaz, S.M., & Roland, F., 1994. Comparison of the metabolism of two floodplain lakes of the Trombetas River (Pará, Brazil) based on a study of diel variation. Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas. 13, 33-46.

Esteves, F.D.A., 2000. Princípios ecológicos para mitigação do impacto antrópico. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 3-16

Farjalla, V.F., Azevedo, D.A., Esteves, F.A., Bozelli, R.L., Roland, F., & Enrich-Prast, A., 2006. Influence of hydrological pulse on bacterial growth and DOC uptake in a clear-water Amazonian lake. Microb. Ecol. 52(2), 334-344. PMid:16691325. http://dx.doi.org/10.1007/s00248-006-9021-4.

Farjalla, V.F., Esteves, F.A., Bozelli, R.L., & Roland, F., 2002. Nutrient limitation of bacterial production in clear water Amazonian ecosystems. Hydrobiologia 489(1/3), 197-205. http://dx.doi.org/10.1023/A:1023288922394.

Fearnside, P.M., 2016. Brazilian politics threaten environmental policies. Science 353(6301), 746-748. PMid:27540150. http://dx.doi.org/10.1126/science.aag0254.

Feinerer, I., & Hornik, K., 2020. tm: Text Mining Package. R package version 0.7-8 [online]. Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=tm

Fellows, I., 2018. wordcloud: Word Clouds. R package version 2.6 [online]. Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=wordcloud

Ferrão-Filho, A., & Esteves, F.A., 1994. Nutritive value and sedimentation rates of particulate matter in the course of two flood pulses in an Amazonian Várzea lake. Arch. Hydrobiol. 130(3), 325-337. http://dx.doi.org/10.1127/archiv-hydrobiol/130/1994/325.

Ferrão-Filho, A., 2000. Dinâmica do séston. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 181-202

Fonseca, J.J.L., & Esteves, F.A., 1999. Influence of bauxite tailings on the structure of the benthic macroinvertebrate community in an Amazonian Lake (Lago Batata, Pará-Brazil). Rev. Bras. Biol. 59(3), 397-405. http://dx.doi.org/10.1590/S0034-71081999000300004.

Fonseca, J.J.L., Callisto, M.F.P., & Gonçalves, J.J., 1998. Benthic macroinvertebrate community structure in an Amazonian lake impacted by bauxite tailings (Pará, Brazil). Internationale Vereinigung für theoretische und angewandte Limnologie. Verhandlungen 26, 2053-2055. https://doi.org/10.1080/03680770.1995.11901103.

Garrido, A.V., Bozelli, R.L., Esteves, F.A., & Alves, L.S., 2003. Long-term patterns of the planktonic cladoceran community of Batata Lake, Amazonia, Brazil. Acta Limnol. Bras. 15, 41-53.

Guenther, M., & Bozelli, R.L., 2004a. Effects of inorganic turbidity on the phytoplankton of an Amazonian Lake impacted by bauxite tailings. Hydrobiologia 511(1), 151-159. http://dx.doi.org/10.1023/B:HYDR.0000014095.47409.39.

Guenther, M., & Bozelli, R.L., 2004b. Factors influencing algae-clay aggregation. Hydrobiologia 523(1-3), 217-223. http://dx.doi.org/10.1023/B:HYDR.0000033127.05034.32.

Haase, P., Tonkin, J.D., Stoll, S., Burkhard, B., Frenzel, M., Geijzendorffer, I.R., Häuser, C., Klotz, S., Kühn, I., McDowell, W.H., Mirtl, M., Müller, F., Musche, M., Penner, J., Zacharias, S., & Schmeller, D.S., 2018. The next generation of site-based long-term ecological monitoring: linking essential biodiversity variables and ecosystem integrity. Sci. Total Environ. 613-614, 1376-1384. PMid:29898505. http://dx.doi.org/10.1016/j.scitotenv.2017.08.111.

Handcock, M. S., Hunter, D. R., Butts, C. T., Goodreau, S. M., Krivitsky, P. N., Bender-deMoll, S., & Morris, M., 2019. statnet: Software Tools for the Statistical Analysis of Network Data. R package version 2019.6 (online). Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=statnet

Harper, M., Mejbel, H.S., Longert, D., Abell, R., Beard, T.D., Bennett, J.R., Carlson, S.M., Darwall, W., Dell, A., Domisch, S., Dudgeon, D., Freyhof, J., Harrison, I., Hughes, K.A., Jähnig, S.C., Jeschke, J.M., Lansdown, R., Lintermans, M., Lynch, A.J., Meredith, H.M.R., Molur, S., Olden, J.D., Ormerod, S.J., Patricio, H., Reid, A.J., Schmidt-Kloiber, A., Thieme, M., Tickner, D., Turak, E., Weyl, O.L.F., & Cooke, S.J., 2021. Twenty‐five essential research questions to inform the protection and restoration of freshwater biodiversity. Aquat. Conserv. 31(9), 2632-2653. http://dx.doi.org/10.1002/aqc.3634.

Hassett, B., Palmer, M., Bernhardt, E., Smith, S., Carr, J., & Hart, D., 2005. Restoring watersheds project by project: trends in Chesapeake Bay tributary restoration. Front. Ecol. Environ. 3(5), 259-267. http://dx.doi.org/10.1890/1540-9295(2005)003[0259:RWPBPT]2.0.CO;2.

Hughes, B.B., Beas-Luna, R., Barner, A.K., Brewitt, K., Brumbaugh, D.R., Cerny-Chipman, E.B., Close, S.L., Coblentz, K.E., De Nesnera, K.L., Drobnitch, S.T., Figurski, J.D., Focht, B., Friedman, M., Freiwald, J., Heady, K.K., Heady, W.N., Hettinger, A., Johnson, A., Karr, K.A., Mahoney, B., Moritsch, M.M., Osterback, A.K., Reimer, J., Robinson, J., Rohrer, T., Rose, J.M., Sabal, M., Segui, L.M., Shen, C., Sullivan, J., Zuercher, R., Raimondi, P.T., Menge, B.A., Grorud-Colvert, K., Novak, M., & Carr, M.H., 2017. Long-term studies contribute disproportionately to ecology and policy. Bioscience 67(3), 271-281. http://dx.doi.org/10.1093/biosci/biw185.

Huszar, V.L., Graco-Roza, C., Nabout, J.C., Nunes, P., Ribeiro, E.G., Melo, S., Cardoso, S.J., Pereira, U.J., Barros, M.P.F., Bozelli, R.L., Roland, F., Silva, L.H.S., & Esteves, F.A., 2022. Phytoplankton biomass increases in a silt-impacted area in an Amazonian flood-plain lake over 15 years. Oecol. Aust. 26(2), 199-212. http://dx.doi.org/10.4257/oeco.2022.2602.09.

Huszar, V.L.M., & Reynolds, C.S., 1997. Phytoplankton periodicity and sequences of dominance in an Amazonian flood-plain lake (Lago Batata, Pará, Brasil): responses to gradual environmental change. Hydrobiologia 346, 169-181. http://dx.doi.org/10.1023/A:1002926318409.

Huszar, V.L.M., 1996a. Floristic composition and biogeographical aspects of phytoplankton of an Amazonian floodplain lake (Lago Batata, Pará, Brasil). Acta Limnol. Bras. 8, 127-136.

Huszar, V.L.M., 1996b. Planktonic algae, other than desmids, of three Amazonian systems (Lake Batata, Lake Mussurá and Trombetas River), Pará, Brazil. Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas. 14, 37-73.

Huszar, V.L.M., 2000. Fitoplâncton. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 91-104

Huszar, V.L.M., Silva, L.H.S., Domingos, P., Marinho, M., & Melo, S., 1998. Phytoplankton species composition is more sensitive than OECD criteria to the trophic status of three Brazilian tropical lakes. In: Alvarez-Cobelas, M., Reynolds, C.S., Sánchez-Castillo, P., Kristiansen, J., eds. Phytoplankton and Trophic Gradients. Dordrecht: Springer, 59-71. http://dx.doi.org/10.1007/978-94-017-2668-9_5.

Josué, I.I., Sodré, E.O., Setubal, R.B., Cardoso, S.J., Roland, F., Figueiredo‐Barros, M.P., & Bozelli, R.L., 2021. Zooplankton functional diversity as an indicator of a long‐term aquatic restoration in an Amazonian lake. Restor. Ecol. 29(5), http://dx.doi.org/10.1111/rec.13365.

Kassambara, A., & Mundt, F., 2020. factoextra: Extract and Visualize the Results of Multivariate Data Analyses. R package version 1.0.7 (online). Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=factoextra

Keirstead, J., 2016. scholar: Analyse citation data from Google Scholar. R package version 0.1.5 (online). Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=scholar

Lang, D., & Chien, G., 2018. wordcloud2: Create Word Cloud by 'htmlwidget'. R package version 0.2.1 (online). Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=wordcloud2

Lapa, R.P., & Cardoso, W., 1988. Tailings disposal at the Trombetas bauxite mine. In: Proceedings of the 117th TMS Annual Meeting. Phoenix: Light Metals, 65-76.

Lapa, R.P., 2000. A bauxita e o rejeito de bauxita. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 27-35

Lê, S., Josse, J., & Husson, F., 2008. FactoMineR: An R Package for Multivariate Analysis. J. Stat. Softw. 25(1), 1-18. http://dx.doi.org/10.18637/jss.v025.i01.

Leal, J. J. F., Esteves, F.A., Farjalla, V.F., & Enrich‐Prast, A. 2003. Effect of Campsurus notatus on NH+ 4, DOC Fluxes, O2 Uptake and Bacterioplankton Production in Experimental Microcosms with Sediment‐Water Interface of an Amazonian Lake Impacted by Bauxite Tailings. Int Rev Hydrobiol. 88(2), 167-178. https://doi.org/10.1002/iroh.200390012.

Leal, J.J.F., & Esteves, F.A., 1999. Density and biomass of Campsurus sp. (Ephemeroptera) and other macroinvertebrates in an Amazonian lake impacted by bauxite tailings (Lago Batata, Pará, Brazil). Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas. 15, 193-209.

Leal, J.J.F., & Esteves, F.A., 2000. Life cycle and production of Campsurus notatus (Ephemeroptera, Polymitarcyidae) in an Amazonian lake impacted by bauxite tailings (Pará, Brazil). Hydrobiologia 437(1/3), 91-99. http://dx.doi.org/10.1023/A:1026526101039.

Leal, J.J.F., Enrich-Prast, A., Esteves, F.A., Bozelli, R.L., & Farjalla, V.F., 2005. Influence of Campsurus notatus bioturbation on oxygen profile and uptake in sediments of an Amazonian lake impacted by bauxite tailings. Arch. Hydrobiol. 162(4), 557-574. http://dx.doi.org/10.1127/0003-9136/2005/0162-0557.

Leal, J.J.F., Esteves, F.A., & Callisto, M., 2004. Distribution of Chironomidae larvae in an Amazonian flood-plain lake impacted by bauxite tailings (Brazil). Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas. 18, 109-123.

Leal, J.J.F., Santos-Furtado, A.L., Esteves, F.A., Bozelli, R.L., & Figueiredo-Barros, M.P., 2007. The role of Campsurus notatus (Ephemeroptera: Polymitarcytidae) bioturbation and sediment quality on potential gas fluxes in a tropical lake. Hydrobiologia 586(1), 143-154. http://dx.doi.org/10.1007/s10750-006-0570-9.

Likens, G.E., 2004. Some perspectives on long-term biogeochemical research from the Hubbard Brook Ecosystem Study. Ecology 85(9), 2355-2362. http://dx.doi.org/10.1890/03-0243.

Likens, G.E., Butler, T.J., & Buso, D.C., 2001. Long- and short-term changes in sulfate deposition: effects of the 1990 Clean Air Act Amendments. Biogeochemistry 52(1), 1-11. http://dx.doi.org/10.1023/A:1026563400336.

Lin, D.S.C., & Caramaschi, E.P., 2005a. Seasonal and diel stability of limnological parameters and habitat structure in a floodplain lake silted by bauxite tailings (Lago Batata, Para, Brazil). Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas 18, 185-202.

Lin, D.S.C., & Caramaschi, E.P., 2005b. Responses of the fish community to the flood pulse and siltation in a floodplain lake of the Trombetas River, Brazil. Hydrobiologia 545(1), 75-91. http://dx.doi.org/10.1007/s10750-005-2186-x.

Lindenmayer, D.B., & Likens, G.E., 2009. Adaptive monitoring: a new paradigm for long-term research and monitoring. Trends Ecol. Evol. 24(9), 482-486. PMid:19409648. http://dx.doi.org/10.1016/j.tree.2009.03.005.

Lopes, P.M., Caliman, A., Carneiro, L.S., Bini, L.M., Esteves, F.A., Farjalla, V., & Bozelli, R.L., 2011. Concordance among assemblages of upland Amazonian lakes and the structuring role of spatial and environmental factors. Ecol. Indic. 11(5), 1171-1176. http://dx.doi.org/10.1016/j.ecolind.2010.12.017.

Lopes, P.M., Bini, L.M., Declerck, S.A., Farjalla, V.F., Vieira, L.C., Bonecker, C.C., Lansac-Toha, F.A., Esteves, F.A., & Bozelli, R.L., 2014. Correlates of zooplankton beta diversity in tropical lake systems. PLoS One 9(10), e109581. PMid:25330034. http://dx.doi.org/10.1371/journal.pone.0109581.

Maia-Barbosa, P.M., & Bozelli, R.L., 2005. Length-weight relationships for five cladoceran species in an Amazonian lake. Braz. Arch. Biol. Technol. 48(2), 303-308. http://dx.doi.org/10.1590/S1516-89132005000200018.

Maia-Barbosa, P.M., & Bozelli, R.L., 2006. Community structure and temporal dynamics of cladocerans in an Amazonian lake (lake Batata, PA, Brazil) impacted by bauxite tailings. Acta Limnol. Bras. 18, 67-75.

Mannheimer, S., Bevilacqua, G., Caramaschi, E.P., & Scarano, F.R., 2003. Evidence for seed dispersal by the catfish Auchenipterichthys longimanus in an Amazonian lake. J. Trop. Ecol. 19(2), 215-218. http://dx.doi.org/10.1017/S0266467403003249.

Martins, W.B.R., Rodrigues, J.I.M., Oliveira, V.P., Ribeiro, S.S., Santos-Barros, W., & Schwartz, G., 2022. Mining in the Amazon: importance, impacts, and challenges to restore degraded ecosystems. Are we on the right way? Ecol. Eng. 174, 106468. http://dx.doi.org/10.1016/j.ecoleng.2021.106468.

Melo, S., & Huszar, V.L.M., 2000. Phytoplankton in an Amazonian flood-plain lake (Lago Batata, Brasil): diel variation and species strategies. J. Plankton Res. 22(1), 63-76. http://dx.doi.org/10.1093/plankt/22.1.63.

Melo, S., Huszar, V.L.M., Roland, F., Esteves, F.A., & Bozelli, R.L., 2004. Phytoplankton diel variation and vertical distribution in two Amazonian floodplain lakes (Batata Lake and Mussurá Lake, Pará-Brasil) with different mixing regimes. Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas 18, 1-10.

Menezes, M., & Huszar, V.L.M., 1997. Bitrichia amazonica, a new species of Chrysophyceae from the Amazon region, northern Brazil. Arch. Hydrobiologie-Supplement 119, 13-22. http://dx.doi.org/10.1127/algol_stud/85/1997/13.

Moher, D., Liberati, A., Tetzlaff, J., Altman, D.G., & PRISMA Group, 2009. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. J. Clin. Epidemiol. 62(10), 1006-1012. PMid:19631508. http://dx.doi.org/10.1016/j.jclinepi.2009.06.005.

Mourão, I., 2000. Um pouco da história, seu povo. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, pp. 19-23

Neuwirth, E., 2014. RColorBrewer: ColorBrewer Palettes. R package version 1.1-2 (online). Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=RColorBrewer

Nielsen, L.P., Enrich-Prast, A., & Esteves, F.A., 2004. Pathways of organic matter mineralization and nitrogen regeneration in the sediment of five tropical lakes. Acta Limnol. Bras. 16, 193-202.

Panosso, R., & Kubrusly, L., 2000. Avaliação espacial e temporal das variáveis limnológicas básicas e nutrientes. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 57-71

Panosso, R., 2000. Considerações geográficas e geomorfológicas. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 39-54.

Panosso, R.D.F., Muehe, D., & Esteves, F.A., 1995. Morphological characteristics of an Amazon floodplain lake (Lake Batata, Pará State, Brazil). Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas 13, 245-258.

Plataforma Lattes. (2022). (online). Retrieved in 2022, Sep 8, from https://lattes.cnpq.br

R Core Team, 2021. R: A language and environment for statistical computing [online]. Vienna, Austria: R Foundation for Statistical Computing. Retrieved in 2022, Sep 8, from https://www.R-project.org/

Reis, R.A., & Caramaschi, E.P., 1999. Feeding habits of nine cichlids found in Batata Lake (Porto Trombetas, PA, Brazil). Biology of tropical fishes. Manaus: INPA, 460 p.

Roland, F., & Esteves, F.A., 1993. Dynamics of phosphorus, carbon and nitrogen in an Amazonian lake impacted by bauxite tailings (Batata Lake, Pará, Brazil). Internationale Vereinigung für theoretische und angewandte Limnologie. Verhandlungen 25, 925-930. https://doi.org/10.1080/03680770.1992.11900283.

Roland, F., & Esteves, F.A., 1998. Effects of bauxite tailing on PAR attenuation in an Amazonian crystalline water lake. Hydrobiologia 377(1/3), 1-7. http://dx.doi.org/10.1023/A:1003252805671.

Roland, F., 2000. Produção primária fitoplanctônica. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 107-117

Roland, F., Esteves, F.A., & Barbosa, F.A., 1997. The influence of bauxite tailings on the light regime and its consequence on phytoplankton primary production in an Amazonian floodplain lake. Verh. Int. Ver. Theor. Angew. Limnol. 26, 765-767. https://doi.org/10.1080/03680770.1995.11900819.

Roland, F., Esteves, F.A., & Barbosa, F.A.R., 2002. Relationship between antropogenically caused turbidity and phytoplankton production in a clear Amazonian floodplain lake. Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas 17, 65-77.

Roland, F., Ferreira, C.M.L., & Kubrusly, L., 2000. Nutrientes e composição química do sedimento. In: Bozelli, R.L., Esteves, F. A. & Roland, F., eds. Lago Batata: impacto e Recuperação de um Ecossistema Amazônico. Rio de Janeiro: IB-UFRJ/Sociedade Brasileira de Limnologia, 205-215

Rotta, L.H.S., Alcântara, E., Park, E., Negri, R.G., Lin, Y.N., Bernardo, N., Mendes, T.S.G., & Souza Filho, C.R., 2020. The 2019 Brumadinho tailings dam collapse: possible cause and impacts of the worst human and environmental disaster in Brazil. Int. J. Appl. Earth Obs. Geoinf. 90, 102119. http://dx.doi.org/10.1016/j.jag.2020.102119.

Santangelo, J.M., Lopes, P.M., Nascimento, M.O., Fernandes, A.P.C., Bartole, S., Figueiredo-Barros, M.P., Leal, J.J.F., Esteves, F.A., Farjalla, V.F., Bonecker, C.C., & Bozelli, R.L., 2015. Community structure of resting egg banks and concordance patterns between dormant and active zooplankters in tropical lakes. Hydrobiologia 758(1), 183-195. http://dx.doi.org/10.1007/s10750-015-2289-y.

Scarano, F.R., Bozelli, R.L., Dias, A.T.C., Assireu, A., Capossoli, D.J., Esteves, F.A., Figueiredo-Barros, M.P., Nunes, M.F.Q.S., Roland, F., Sansevero, J.B.B., Rajão, P.H.M., Reis, A., & Zamith, L.R., 2018. Twenty-five years of restoration of an Igapó Forest in Central Amazonia, Brazil. In: Myster, R.W., ed. Igapó (black-water flooded forests) of the Amazon basin. Switzerland: Springer Nature, 279-294. http://dx.doi.org/10.1007/978-3-319-90122-0_15

Schiemer, F., 1999. Conservation of biodiversity in floodplain rivers. Large Rivers. 11(3), 423-438. https://doi.org/10.1127/lr/11/1999/423.

Schiemer, F., Baumgartner, C., & Tockner, K., 1999. Restoration of floodplain rivers: the ‘Danube restoration project’. River Res. Appl. 15(1-3), 231-244. https://doi.org/10.1002/(SICI)1099-1646(199901/06)15:1/3<231::AID-RRR548>3.0.CO;2-5.

Soares, B.E., Cabral, G.L., Estrella, F., & Caramaschi, E.P., 2017. Two-decade remaining effects of bauxite tailings on the fish taxonomic structure of a clear-water floodplain lake in central Amazon (Batata lake, Pará state, Brazil). Oecol. Aust. 21(02), 311-322. http://dx.doi.org/10.4257/oeco.2017.2103.08.

Sodré, E.O., Figueiredo-Barros, M.P., Roland, F., Esteves, F.A., & Bozelli, R.L., 2017. Complimentary biodiversity measures applied to zooplankton in a recovering floodplain lake. Fundam. Appl. Limnol. 190(4), 279-298. http://dx.doi.org/10.1127/fal/2017/1064.

Sodré, E.O., Lopes, P.M., Figueiredo-Barros, M.P., Roland, F., Esteves, F.A., & Bozelli, R.L., 2015. The effects of mining tailings and flood pulse on zooplankton in an Amazonian floodplain environment (Batata Lake, Pará, Brazil). Bol. Mus. Para. Emílio Goeldi Ciênc. Nat. 10(2), 247-259. http://dx.doi.org/10.46357/bcnaturais.v10i2.483.

Sophia, M.G., & Huszar, V.L.M., 1996. Planktonic desmids of three Amazonian systems (lake Batata, lake Mussurá and Trombetas river), Pará, Brazil. Amazoniana. Limnologia Oecol. Regionalis Systematis Fluminis Amazonas 14, 75-90.

Tango, P.J., & Batiuk, R.A., 2016. Chesapeake Bay recovery and factors affecting trends: long-term monitoring, indicators, and insights. Reg. Stud. Mar. Sci. 4, 12-20. http://dx.doi.org/10.1016/j.rsma.2015.11.010.

Thomaz, S. M., Bozelli, R. L., & Esteves, F.A., 1998. Secondary production and counts of the planktonic bacteria in different clear water bodies of the Amazon. Ciência e Cultura - São Paulo 50, 356-360.

Vidal, L.O., & Roland, F., 2005. Relationship between algae and bacteria in an Amazonian floodplain lake (Batata Lake, Pará, Brazil) -important CO2 pathways. Internationale Vereinigung für theoretische und angewandte Limnologie. Verhandlungen 29(2), 601-602.

Vavilin, V., Rytov, S., & Conrad, R., 2017. Modelling methane formation in sediments of tropical lakes focusing on syntrophic acetate oxidation: dynamic and static carbon isotope equations. Ecol. Modell. 363, 81-95. http://dx.doi.org/10.1016/j.ecolmodel.2017.08.024.

Walters, C.J., & Holling, C.S., 1990. Large‐scale management experiments and learning by doing. Ecology 71(6), 2060-2068. http://dx.doi.org/10.2307/1938620.

Wickham, H., 2016. ggplot2: Elegant Graphics for Data Analysis. New York: Springer-Verlag.

Wickham, H., 2019. stringr: Simple, Consistent Wrappers for Common String Operations. R package version 1.4.0 (online). Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=stringr

Wickham, H., Averick, M., Bryan, J., Chang, W., McGowan, L., François, R., Grolemund, G., Hayes, A., Henry, L., Hester, J., Kuhn, M., Pedersen, T., Miller, E., Bache, S., Müller, K., Ooms, J., Robinson, D., Seidel, D., Spinu, V., Takahashi, K., Vaughan, D., Wilke, C., Woo, K., & Yutani, H., 2019. Welcome to the Tidyverse. J. Open Source Softw. 4(43), 1686. http://dx.doi.org/10.21105/joss.01686.

Wickham, H., François, H., Henry, L., & Müller, K., 2021. dplyr: A Grammar of Data Manipulation. R package version 1.0.7 (online). Retrieved in 2022, Sep 8, from https://CRAN.R-project.org/package=dplyr
 


Submitted date:
09/08/2023

Accepted date:
02/08/2023

Publication date:
03/09/2023

640a0c09a953954fa9708f97 alb Articles
Links & Downloads

Acta Limnol. Bras. (Online)

Share this page
Page Sections