Abstract
Several processes structure the aquatic insect community present in streams at different spatial scales. Local and regional scales drive aquatic communities, given that the water chemistry and river basin status affect species occurrence and population stability. Here, we observed the changes in aquatic insect communities related to environmental drivers, such as anthropic alteration, at different geographical scales. We sampled the insect communities in 110 streams at Brazilian Cerrado, and partitioned the variance explained by spatial and environmental components using a partial redundancy analysis. We used variables related to local and regional environmental conditions. The environment was spatially structured, and only affected the number of genera and community composition. The change in community composition was determined by local environmental conditions, such as pH, electrical conductivity, and conservation of the stream banks. These results suggest that the relationship of number of genera and community composition with environmental conditions is frequently associated with spatial scale. The importance of local environmental conditions in contrast with lack of relationship with regional variables denotes the influence of local determinants for aquatic insects, an emerging pattern of the close selectivity of insect species with their habitat.
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References
Allan JD, Castillo MM (2007) Stream Ecology. Springer, Netherlands, Dordrecht
Arantes CC, Fitzgerald DB, Hoeinghaus DJ, Winemiller KO (2019) Impacts of hydroelectric dams on fishes and fisheries in tropical rivers through the lens of functional traits. Curr Opin Environ Sustain 37:28–40. https://doi.org/10.1016/j.cosust.2019.04.009
Baptista DF, Buss DF, Egler M et al (2007) A multimetric index based on benthic macroinvertebrates for evaluation of Atlantic Forest streams at Rio de Janeiro State, Brazil. Hydrobiologia 575:83–94. https://doi.org/10.1007/s10750-006-0286-x
Bispo P, Oliveira L (2007) Diversity and structure of Ephemeroptera, Plecoptera and Trichoptera (Insecta) assemblages from riffles in mountain streams of Central Brazil. Rev Bras Zool 24:283–293
Bispo P, Oliveira L, Crisci-Bispo V, Sousa K (2004) Environmental Factors Influencing Distribution and Abundance of Trichopteran Larvae in Central Brazilian Mountain Streams. Stud Neotrop Fauna Environ 39:233–237. https://doi.org/10.1080/01650520412331271710
Blamires D, de Oliveira G, de Souza BB, Diniz-Filho JAF (2008) Habitat use and deconstruction of richness patterns in Cerrado birds. Acta Oecologica 33:97–104. https://doi.org/10.1016/j.actao.2007.09.006
Blanchet FG, Legendre P, Borcard D (2008) Forward selection of explanatory variables. Ecology 89:2623–2632. https://doi.org/10.1890/07-0986.1
Borcard D, Legendre P (2002) All-scale spatial analysis of ecological data by means of principal coordinates of neighbour matrices. Ecol Modell 153:51–68. https://doi.org/10.1016/S0304-3800(01)00501-4
Brasil LS, de Lima EL, Spigoloni ZA et al (2020) The habitat integrity index and aquatic insect communities in tropical streams: A meta-analysis. Ecol Indic 116:106495. https://doi.org/10.1016/j.ecolind.2020.106495
Bunn SE, Arthington AH (2002) Basic principles and ecological consequences of altered flow regimes for aquatic biodiversity. Environ Manage 30:492–507. https://doi.org/10.1007/s00267-002-2737-0
Cardoso MN, Calvão LB, de Assis Montag LF et al (2018) Reducing the deleterious effects of logging on Ephemeroptera communities through reduced impact management. Hydrobiologia 823:191–203. https://doi.org/10.1007/s10750-018-3705-x
Castro DMP, da Silva PG, Solar R, Callisto M (2020) Unveiling patterns of taxonomic and functional diversities of stream insects across four spatial scales in the neotropical savanna. Ecol Indic 118:106769. https://doi.org/10.1016/j.ecolind.2020.106769
Chiasson A (2009) Bootstrapping to investigate the effect of number of macroinvertebrate samples on confidence limits of the mean. Environ Monit Assess 149:53–59
Couceiro SRM, Forsberg BR, Hamada N, Ferreira RLM (2006) Effects of an oil spill and discharge of domestic sewage on the insect fauna of Cururu stream, Manaus, AM, Brazil. Brazilian J Biol 66:35–44. https://doi.org/10.1590/S1519-69842006000100006
Couceiro SRM, Hamada N, Ferreira RLM et al (2007a) Domestic Sewage and Oil Spills in Streams: Effects on Edaphic Invertebrates in Flooded Forest, Manaus, Amazonas, Brazil. Water Air Soil Pollut 180:249–259
Couceiro SRM, Hamada N, Luz SLB et al (2007b) Deforestation and sewage effects on aquatic macroinvertebrates in urban streams in Manaus, Amazonas, Brazil. Hydrobiologia 575:271–284. https://doi.org/10.1007/s10750-006-0373-z
Cunha EJ, Guterres APM, Godoy BS, Juen L (2020) Wing dimorphism in semiaquatic bugs (Hemiptera, Heteroptera, Gerromorpha) as a tool for monitoring streams altered by oil palm plantation in the Amazon. Ecol Indic 117:106707. https://doi.org/10.1016/j.ecolind.2020.106707
Dala-Corte RB, Melo AS, Siqueira T et al (2020) Thresholds of freshwater biodiversity in response to riparian vegetation loss in the Neotropical region. J Appl Ecol 57:1391–1402. https://doi.org/10.1111/1365-2664.13657
de Castro VM, Melo AS (2008) An experimental test of the effects of inorganic sediment addition on benthic macroinvertebrates of a subtropical stream. Hydrobiologia 610:321–329. https://doi.org/10.1007/s10750-008-9447-4
Dias-Silva K, Cabette HSR, Juen L, PDM Jr (2010) The influence of habitat integrity and physical-chemical water variables on the structure of aquatic and semi-aquatic Heteroptera. Zool 27:918–930. https://doi.org/10.1590/S1984-46702010000600013
Domingues E, Fernandez H (2001) Guia para la determinación de los artrópodos bentónicos sudamericanos. Universidad Nacional de Tucumán, Tucumán
Dray S, Legendre P, Blanchet G (2011) packfor: Forward selection with permutation [R package version 0.0–8/r100]. In: Canoco. p 46
Dray S, Pélissier R, Couteron P et al (2012) Community ecology in the age of multivariate multiscale spatial analysis. Ecol Monogr 82:257–275. https://doi.org/10.1890/11-1183.1
Ferreira WR, Ligeiro R, Macedo DR et al (2014) Importance of environmental factors for the richness and distribution of benthic macroinvertebrates in tropical headwater streams. Freshw Sci 33:860–871. https://doi.org/10.1086/676951
Godoy BS, Camargos LM, Lodi S (2018) When phylogeny and ecology meet: Modeling the occurrence of Trichoptera with environmental and phylogenetic data. Ecol Evol 8:5313–5322. https://doi.org/10.1002/ece3.4031
Godoy BS, Faria APJ, Juen L et al (2019) Taxonomic sufficiency and effects of environmental and spatial drivers on aquatic insect community. Ecol Indic 107:105624. https://doi.org/10.1016/j.ecolind.2019.105624
Godoy BS, Queiroz LL, Lodi S, Oliveira LG (2017) Environment and Spatial Influences on Aquatic Insect Communities in Cerrado Streams: the Relative Importance of Conductivity, Altitude, and Conservation Areas. Neotrop Entomol 46:151–158. https://doi.org/10.1007/s13744-016-0452-4
Godoy BS, Simião-Ferreira J, Lodi S, Oliveira LG (2016) Functional Process Zones Characterizing Aquatic Insect Communities in Streams of the Brazilian Cerrado. Neotrop Entomol 45:159–169. https://doi.org/10.1007/s13744-015-0352-z
Grabowski RC, Gurnell AM (2016) Hydrogeomorphology-Ecology Interactions in River Systems. River Res Appl 32:139–141. https://doi.org/10.1002/rra.2974
Harrison JF (2001) Insect acid-base physiology. Annu Rev Entomol 46:221–250. https://doi.org/10.1146/annurev.ento.46.1.221
Hastings A, Petrovskii S, Morozov A (2011) Spatial ecology across scales. Biol Lett 7:163–165. https://doi.org/10.1098/rsbl.2010.0948
Heino J, Melo AS, Bini LM (2015a) Reconceptualising the beta diversity-environmental heterogeneity relationship in running water systems. Freshw Biol 60:223–235. https://doi.org/10.1111/fwb.12502
Heino J, Melo AS, Siqueira T et al (2015b) Metacommunity organisation, spatial extent and dispersal in aquatic systems: patterns, processes and prospects. Freshw Biol 60:845–869. https://doi.org/10.1111/fwb.12533
Heino J, Peckarsky BL (2014) Integrating behavioral, population and large-scale approaches for understanding stream insect communities. Curr Opin Insect Sci 2:7–13. https://doi.org/10.1016/j.cois.2014.06.002
Honkanen M, Sorjanen A-M, Mönkkönen M (2011) Deconstructing responses of dragonfly species richness to area, nutrients, water plant diversity and forestry. Oecologia 166:457–467. https://doi.org/10.1007/s00442-010-1846-3
Huamantinco AA, Nessimian JL (1999) Estrutura e distribuição espacial da comunidade de larvas de Trichoptra (Insecta) em um tributário de primeira ordem do rio Paquequer, Teresópolis, RJ. Acta Limnol Bras 11:1–16
INMET (2015) Normais climatológicas do Brasil
Landeiro VL, Bini LM, Melo AS et al (2012) The roles of dispersal limitation and environmental conditions in controlling caddisfly (Trichoptera) assemblages. Freshw Biol 57:1554–1564. https://doi.org/10.1111/j.1365-2427.2012.02816.x
Landeiro VL, Magnusson WE, Melo AS et al (2011) Spatial eigenfunction analyses in stream networks: do watercourse and overland distances produce different results? Freshw Biol 56:1184–1192. https://doi.org/10.1111/j.1365-2427.2010.02563.x
Legendre P (1993) Spatial Autocorrelation: Trouble or New Paradigm? Ecology 74:1659. https://doi.org/10.2307/1939924
Legendre P, Legendre LFJ (2012) Numerical Ecology, 24th edn. Elsevier, Amsterdam
Ligeiro R, Hughes RM, Kaufmann PR et al (2020) Choice of field and laboratory methods affects the detection of anthropogenic disturbances using stream macroinvertebrate assemblages. Ecol Indic 115:106382. https://doi.org/10.1016/j.ecolind.2020.106382
Magurran AE (2004) Measuring biological diversity, 1st edn. Blackwell Science, Malden
Markewitz D, Resende JCF, Parron L et al (2006) Dissolved rainfall inputs and streamwater outputs in an undisturbed watershed on highly weathered soils in the Brazilian cerrado. Hydrol Process 20:2615–2639. https://doi.org/10.1002/hyp.6219
Marmontel CVF, Rodrigues VA (2015) Parâmetros Indicativos para Qualidade da Água em Nascentes com Diferentes Coberturas de Terra e Conservação da Vegetação Ciliar. Floresta e Ambient 22:171–181. https://doi.org/10.1590/2179-8087.082014
Monteiro TR, Oliveira LG, Godoy BS (2008) Biomonitoramento da qualidade de água utilizando macroinvertebrados bentônicos: adaptação do índice BMWP’ à bacia do rio Meia Ponte - GO. Oecologia Aust 12:553–563. https://doi.org/10.4257/oeco.2008.1203.13
Nessimian JL, Venticinque EM, Zuanon J et al (2008) Land use, habitat integrity, and aquatic insect assemblages in Central Amazonian streams. Hydrobiologia 614:117–131. https://doi.org/10.1007/s10750-008-9441-x
Oksanen J, Blanchet FG, Kindt R et al (2013) Package ‘vegan.’ R Packag Ver 20–8:254. https://doi.org/10.4135/9781412971874.n145
Oliveira LG (2006) Trichoptera. In: Costa C, Ide S, Simonka C (eds) Insetos imaturos - Metamorfose e identificação, 1st edn. Holos, Ribeirão Preto
Pereira CS (2007) Influência das condições naturais de pH sobre o índice de qualidade das águas (IQA) na bacia do Ribeirão de Carrancas. Geografias 03:135–148
Pes AMO, Hamada N, Nessimian JL (2005) Chaves de identificação de larvas para famílias e gêneros de Trichoptera (Insecta) da Amazônia Central, Brasil. Rev Bras Entomol 49:181–204. https://doi.org/10.1590/S0085-56262005000200002
R Development Core Team (2014) R: a language and environment for statistical computing
Rabelo C, Ferreira ME, Araujo JV et al (2009) Influência do uso do solo na qualidade da água no bioma Cerrado: um estudo comparativo entre bacias hidrográficas no Estado de Goiás, Brasil. Ambient e Agua - an Interdiscip J Appl Sci 4:172–187. https://doi.org/10.4136/ambi-agua.96
Ricklefs RE (2008) Disintegration of the Ecological Community. Am Nat 172:741–750. https://doi.org/10.1086/593002
Roa-Fuentes CA, Heino J, Zeni JO et al (2020) Importance of local and landscape variables on multiple facets of stream fish biodiversity in a Neotropical agroecosystem. Hydrobiologia. https://doi.org/10.1007/s10750-020-04396-7
da Silva PG, Hernández MIM (2015) Scale-Dependence of Processes Structuring Dung Beetle Metacommunities Using Functional Diversity and Community Deconstruction Approaches. PLoS ONE 10:e0123030. https://doi.org/10.1371/journal.pone.0123030
Smith J, Samways MJ, Taylor S (2007) Assessing riparian quality using two complementary sets of bioindicators. Biodivers Conserv 16:2695–2713. https://doi.org/10.1007/s10531-006-9081-2
Symes WS, Edwards DP, Miettinen J et al (2018) Combined impacts of deforestation and wildlife trade on tropical biodiversity are severely underestimated. Nat Commun 9:4052. https://doi.org/10.1038/s41467-018-06579-2
Trolle D, Nielsen A, Andersen HE et al (2019) Effects of changes in land use and climate on aquatic ecosystems: Coupling of models and decomposition of uncertainties. Sci Total Environ 657:627–633. https://doi.org/10.1016/j.scitotenv.2018.12.055
Vinson MR, Hawkins CP (2003) Broad-scale geographical patterns in local stream insect genera richness. Ecography (cop) 26:751–767. https://doi.org/10.1111/j.0906-7590.2003.03397.x
Walters AW, Post DM (2011) How low can you go? Impacts of a low-flow disturbance on aquatic insect communities. Ecol Appl 21:163–174. https://doi.org/10.1890/09-2323.1
Wiggins GB (1977) Larvae of the North American caddisfly genera (Trichoptera). University of Toronto Press, Toronto
Acknowledgements
This study was supported by research grants from CNPq (process 303835/2009-5 and 475355/2007-5). The authors wish to thank UEG for the support received from the “Programa de Bolsa de Incentivo à Pesquisa” (PROBIP) and two anonymous reviewers who evaluated the manuscript.
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All authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by Godoy BS, Simião-Ferreira J, Camargos LM and Queiroz LL. The first draft of the manuscript was written by Godoy BS and Queiroz LL. All authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Godoy, B.S., Queiroz, L.L., Simião-Ferreira, J. et al. The effect of spatial scale on the detection of environmental drivers on aquatic insect communities in pristine and altered streams of the Brazilian Cerrado. Int J Trop Insect Sci 42, 2173–2182 (2022). https://doi.org/10.1007/s42690-022-00738-1
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DOI: https://doi.org/10.1007/s42690-022-00738-1