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Intra-annual colonization of Chironomidae on leaf litter in a Brazilian Cerrado stream

ABSTRACT

In low-order streams, the processing of allochthonous leaf litter is essential in the carbon/energy flow dynamics. Benthic macroinvertebrates, such as chironomids, play critical roles in the breakdown of allochthonous materials, because their larvae take part in intricate trophic networks and have varied trophic ecologies. We evaluated the effects of intra-annual variability on the input of allochthonous leaf litter, and the interactions of leaf-detritus on the succession of Chironomidae assemblages in the dry, rainy, and transition seasons (rainy-dry and dry-rainy). The study took place in a stream in the Brazilian Cerrado. Leaves were incubated in the stream to ascertain the colonization process by Chironomidae and the loss of leaf litter mass after 90 days. Functional feeding groups (FFG) were less rich and less abundant in the dry and dry-rainy seasons, than in the other seasons. The FFG composition of Chironomidae demonstrated that temporal variation between seasons was affected by the exposure time of the leaf-detritus in the stream, and there was more segregation during the dry and rainy seasons. In conclusion, the colonization of leaf-detritus by Chironomidae larvae depended on how long allochthonous plant material remained in the stream, and the variability of the organic matter dynamics input into the stream.

KEY WORDS:
Allochthonous materials; benthic macroinvertebrates; functional feeding group; leaf-detritus; richness; temporal variation

INTRODUCTION

The process of organic matter decomposition is fundamental for the functioning of streams (Graça et al. 2015Graça MA, Ferreira V, Canhoto C, Encalada AC, Guerrero-Bolaño F, Wantzen KM, Boyero L (2015) A conceptual model of litter breakdown in low order streams. International Review of Hydrobiology 100: 1-12. https://doi.org/10.1002/iroh.201401757
https://doi.org/10.1002/iroh.201401757...
) and deserves special attention in ecological studies. In conserved riparian vegetation, allochthonous organic matter is one of the primary sources of energy for ecological processes (Warren et al. 2017Warren DR, Collins SM, Purvis EM, Kaylor MJ, Bechtold HA (2017) Spatial variability in light yields colimitation of primary production by both light and nutrients in a forested stream ecosystem. Ecosystems 20: 198-210. https://doi.org/10.1007/s10021-016-0024-9
https://doi.org/10.1007/s10021-016-0024-...
). Allochthonous organic matter is processed inside the stream, and provide food for benthic macroinvertebrates, and shelter against the flow of water and predators (Moretti et al. 2007Moretti MS, Gonçalves-Jr JF, Ligeiro R, Callisto M (2007) Invertebrates colonization on native tree leaves in a neotropical stream (Brazil). International Review of Hydrobiology 92: 199-210. https://doi.org/10.1002/iroh.200510957
https://doi.org/10.1002/iroh.200510957...
, Alonso et al. 2010Alonso A, González-Muñoz N, Castro-Díez P (2010) Comparison of leaf decomposition and macroinvertebrate colonization between exotic and native trees in a freshwater ecosystem. Ecological Research 25: 647-653. https://doi.org/10.1007/s11284-010-0698-y
https://doi.org/10.1007/s11284-010-0698-...
).

In tropical ecosystems, leaves fall continuously throughout the year, with peaks associated with the rainy season, when more organic matter is available (Tonin et al. 2017Tonin AM, Gonçalves-Jr JF, Bambi P, Feitoza LAM, Fontana LE, Hamda N, et al. (2017) Plant litter dynamics in the forest-stream interface: Precipitation is a major control across tropical biomes. Scientific Reports 7: 1-14. https://doi.org/10.1038/s41598-017-10576-8
https://doi.org/10.1038/s41598-017-10576...
). In the dry season, litterfall is often associated with water stress (Gonçalves-Jr and Callisto 2013Gonçalves-Jr JF, Callisto M (2013) Organic-matter dynamics in the riparian zone of a tropical headwater stream in Southern Brazil. Aquatic Botany 109: 8-13. https://doi.org/10.1016/j.aquabot.2013.03.005
https://doi.org/10.1016/j.aquabot.2013.0...
, Gonçalves-Jr et al. 2014Gonçalves-Jr JF, Rezende R de S, Gregório RS, Valentin GC (2014) Relationship between dynamics of litterfall and riparian plant species in a tropical stream. Limnologica 44: 40-48. https://doi.org/10.1016/j.limno.2013.05.010
https://doi.org/10.1016/j.limno.2013.05....
, Sales et al. 2015Sales MA, Gonçalves-Jr JF, Dahora JS, Medeiros AO (2015) Influence of leaf quality in microbial decomposition in a headwater stream in the Brazilian Cerrado: A 1-year study. Environmental Microbiology 69: 84-94. https://doi.org/10.1007/s00248-014-0467-5
https://doi.org/10.1007/s00248-014-0467-...
). In the Brazilian Cerrado (also known as Brazilian savanna), the greatest litterfall occurs in the transition from the dry to the rainy season (dry-rainy transition season). The fallen debris supply plant biomass to the streams (Bambi et al. 2017Bambi P, Rezende R de S, Feio MJ, Leite GFM, Alvin E, Quintão JMB, Araújo F, Gonçalves-Jr JF (2017) Temporal and spatial patterns in inputs and stock of organic matter in savannah streams of central Brazil. Ecosystems 20: 757-768. https://doi.org/10.1007/s10021-016-0058-z
https://doi.org/10.1007/s10021-016-0058-...
). The accumulation of detritus during the dry seasons and its subsequent incorporation into the aquatic ecosystem when water flow is resumed may also increase food sources for aquatic organisms (Acuña et al. 2007Acuña V, Giorgi A, Muñoz I, Sabater F, Sabater S (2007) Meteorological and riparian influences on organic matter dynamics in a forested Mediterranean stream. Journal of the North American Benthological Society 26: 54-69. https://doi.org/10.1899/0887-3593(2007)26[54:MARIOO]2.0.CO;2
https://doi.org/10.1899/0887-3593(2007)2...
).

When allochthonous organic matter is input into the aquatic ecosystem, it undergoes modifications in a continuous process that includes leaching (loss of the soluble compounds; Silva et al. 2018Silva FL, Pinho LCP, Wiedenbrug S, Dantas GPS, Siri A, Andersen T, Trivinho-Strixino S (2018) Family Chironomidae. In: Hamada N, Thorp JH, Rogers DC (Eds) Keys to Neotropical Hexapoda: Thorp and Covich’s Freshwater Invertebrates. Academic Press, Cambridge, 661-700.), microbial conditioning (degradation of structural compounds, especially by fungi; Graça and Cressa 2010Graça MA, Cressa C (2010) Leaf quality of some tropical and temperate tree species as food resource for stream shredders. International Review of Hydrobiology 95: 27-41. https://doi.org/10.1002/iroh.200911173
https://doi.org/10.1002/iroh.200911173...
, Ligeiro et al. 2010Ligeiro R, Moretti MS, Gonçalves-Jr JF, Callisto M (2010) What is more important for invertebrate colonization in a stream with low-quality litter inputs: Exposure time or leaf species? Hydrobiology 654: 125-136. https://doi.org/10.1007/s10750-010-0375-8
https://doi.org/10.1007/s10750-010-0375-...
), and fragmentation (reduction of coarse particles into fine particles by shredders; Graça et al. 2015Graça MA, Ferreira V, Canhoto C, Encalada AC, Guerrero-Bolaño F, Wantzen KM, Boyero L (2015) A conceptual model of litter breakdown in low order streams. International Review of Hydrobiology 100: 1-12. https://doi.org/10.1002/iroh.201401757
https://doi.org/10.1002/iroh.201401757...
).

On a small scale, these processes are influenced by the characteristics of plant species in the riparian zone (Alonso et al. 2021Alonso A, Pérez J, Monroy S, López-Rojo N, Basaguren A, Bosch J, Boyero L (2021) Loss of key riparian plant species impacts stream ecosystem functioning. Ecosystems 24: 1436-1449. https://doi.org/10.1007/s10021-020-00592-7
https://doi.org/10.1007/s10021-020-00592...
), which favor the action of microorganisms and shredders (Biasi et al. 2017Biasi C, Graça MAS, Santos S, Ferreira V (2017) Nutrient enrichment in water more than in leaves affects aquatic microbial litter processing. Oecologia 184: 555-568. https://doi.org/10.1007/s00442-017-3869-5
https://doi.org/10.1007/s00442-017-3869-...
). On a larger scale, the geology and climate also influence the decomposition of litter in streams (Graça et al. 2015Graça MA, Ferreira V, Canhoto C, Encalada AC, Guerrero-Bolaño F, Wantzen KM, Boyero L (2015) A conceptual model of litter breakdown in low order streams. International Review of Hydrobiology 100: 1-12. https://doi.org/10.1002/iroh.201401757
https://doi.org/10.1002/iroh.201401757...
). In addition, the small-scale effects influence the larger-scale changes, in a complex hierarchical system (Peters et al. 2007Peters DPC, Bestelmeyer BT, Turner MG (2007) Cross-scale interactions and changing pattern-process relationships: Consequences for system dynamics. Ecosystems 10: 790-796. https://doi.org/10.1007/s10021-007-9055-6
https://doi.org/10.1007/s10021-007-9055-...
). Hard leaves, which are poor in nutrients and contain many secondary compounds (this is the case of most of the native tree species of the Brazilian Cerrado), are initially colonized by microorganisms and are less palatable to invertebrates (Graça and Cressa 2010Graça MA, Cressa C (2010) Leaf quality of some tropical and temperate tree species as food resource for stream shredders. International Review of Hydrobiology 95: 27-41. https://doi.org/10.1002/iroh.200911173
https://doi.org/10.1002/iroh.200911173...
, Ligeiro et al. 2010Ligeiro R, Moretti MS, Gonçalves-Jr JF, Callisto M (2010) What is more important for invertebrate colonization in a stream with low-quality litter inputs: Exposure time or leaf species? Hydrobiology 654: 125-136. https://doi.org/10.1007/s10750-010-0375-8
https://doi.org/10.1007/s10750-010-0375-...
). Microorganisms play a fundamental role in the transformation of detritus into food. Therefore, the chemical composition of leaf-detritus subsequently becomes more homogeneous due to the loss of soluble compounds (Kominoski and Pringle 2009Kominoski JS, Pringle CM (2009) Resource-consumer diversity: Testing the effects of leaf litter species diversity on stream macroinvertebrate communities. Freshwater Biology 54: 1461-1473. https://doi.org/10.1111/j.1365-2427.2009.02196.x
https://doi.org/10.1111/j.1365-2427.2009...
). Consequently, it is necessary to consider smaller scale (intra-annual variations) temporal changes in the composition and decomposition of leaf-detritus, to determine the nature of trophic processes in streams (Wootton et al. 2019Wootton A, Pearson RG, Boyero L (2019) Patterns of flow, leaf litter and shredder abundance in a tropical stream. Hydrobiology 826: 353-365. https://doi.org/10.1007/s10750-018-3748-z
https://doi.org/10.1007/s10750-018-3748-...
).

Chironomidae larvae stand out during the decomposition process, as they are generally the most abundant taxon of benthic macroinvertebrates in tropical streams (>70% species; Gonçalves-Jr et al. 2006Gonçalves-Jr JF, Graça MA, Callisto M (2006) Leaf-litter breakdown in 3 streams in temperate, Mediterranean, and tropical Cerrado climates. Journal of the North American Benthological Society 25: 344-355. https://doi.org/10.1899/0887-3593(2006)25[344:LBISIT]2.0.CO;2
https://doi.org/10.1899/0887-3593(2006)2...
, Pio et al. 2018Pio JFG, Pereira TS, Calor AR, Copatti CE (2018) Organisation of the benthic macroinvertebrate assemblage in tropical streams of different orders in North-Eastern Brazil. Ecologia Austral 28: 113-122. https://doi.org/10.25260/EA.18.28.1.0.511
https://doi.org/10.25260/EA.18.28.1.0.51...
). However, the ecological importance of Chironomidae may have been neglected in decomposition studies, because the family is very diverse and the taxonomic identification of species is difficult (Gonçalves et al. 2007Gonçalves-Jr JF, Graça MA, Callisto M (2007) Litter decomposition in a Cerrado savannah stream is retarded by leaf toughness, low dissolved nutrients and a low density of shredders. Freshwater Biology 52: 1440-1451. https://doi.org/10.1111/j.1365-2427.2007.01769.x
https://doi.org/10.1111/j.1365-2427.2007...
, Trivinho-Strixino 2011Trivinho-Strixino S (2011) Larvas de Chironomidae: Guia de identificação. PPG-ERN/UFSCAR, São Carlos.). More importantly, Chironomidae larvae play an essential role in nutrient cycling in the freshwater environment (König et al. 2014König R, Hepp LU, Santos S (2014) Colonisation of low- and high-quality detritus by benthic macroinvertebrates during leaf breakdown in a subtropical stream. Limnologica 45: 61-68. https://doi.org/10.1016/j.limno.2013.11.001
https://doi.org/10.1016/j.limno.2013.11....
, Pereira et al. 2017Pereira TS, Pio JFG, Calor AR, Copatti CE (2017) Can the substrate influence the distribution and composition of benthic macroinvertebrates in streams in northeastern Brazil? Limnologica 63: 27-30. https://doi.org/10.1016/j.limno.2016.12.003
https://doi.org/10.1016/j.limno.2016.12....
, Rezende et al. 2016Rezende, R de S, Graça MAS, Dos Santos AM, Medeiros AO, Santos PF, Nunes YR, Gonçalves-Jr JF (2016) Organic matter dynamics in a tropical gallery forest in a grassland landscape. Biotropica 48: 301-310. https://doi.org/10.1111/btp.12308
https://doi.org/10.1111/btp.12308...
). Species of different genera of Chironomidae can modify some properties of the habitat for subsequent colonizers. This is because the various species of chironomids have differing feeding habits, such as shredders, collectors, predators, and miners of leaves, fruits, and wood (Trivinho-Strixino 2011Trivinho-Strixino S (2011) Larvas de Chironomidae: Guia de identificação. PPG-ERN/UFSCAR, São Carlos., Biasi et al. 2013Biasi C, Tonin AM, Restello RM, Hepp LU (2013) The colonisation of leaf litter by Chironomidae (Diptera): The influence of chemical quality and exposure duration in a subtropical stream. Limnologica 43: 427-433. https://doi.org/10.1016/j.limno.2013.01.006
https://doi.org/10.1016/j.limno.2013.01....
).

The intrinsic characteristics of plant species and length of environmental exposure of the leaf-detritus determine the succession of species in a Chironomidae assembly in freshwater ecosystems (Hepp et al. 2008Hepp LU, Biasi C, Milesi SV, Veiga FO, Restello RM (2008) Chironomidae (Diptera) larvae associated to Eucalyptus globulus and Eugenia uniflora leaf litter in a subtropical stream (Rio Grande do Sul, Brazil). Acta Limnologica Brasiliensia 20: 345-350. http://www.aquariparia.org/images/pdf/Artigos/Artigo_2008_Hepp_etal.pdf
http://www.aquariparia.org/images/pdf/Ar...
, Biasi et al. 2013Biasi C, Tonin AM, Restello RM, Hepp LU (2013) The colonisation of leaf litter by Chironomidae (Diptera): The influence of chemical quality and exposure duration in a subtropical stream. Limnologica 43: 427-433. https://doi.org/10.1016/j.limno.2013.01.006
https://doi.org/10.1016/j.limno.2013.01....
, Leite-Rossi et al. 2016Leite-Rossi LA, Saito VS, Cunha-Santino MB, Trivinho-Strixino S (2016) How does leaf litter chemistry influence its decomposition and colonization by shredder Chironomidae (Diptera) larvae in a tropical stream? Hydrobiology 771: 119-130. https://doi.org/10.1007/s10750-015-2626-1
https://doi.org/10.1007/s10750-015-2626-...
). Despite the relative importance of Chironomidae in the dynamics of tropical streams, their role in the decomposition process of leaf-detritus is still not well-known in these environments, since only a few genera are classified as shredders (Hepp et al. 2008Hepp LU, Biasi C, Milesi SV, Veiga FO, Restello RM (2008) Chironomidae (Diptera) larvae associated to Eucalyptus globulus and Eugenia uniflora leaf litter in a subtropical stream (Rio Grande do Sul, Brazil). Acta Limnologica Brasiliensia 20: 345-350. http://www.aquariparia.org/images/pdf/Artigos/Artigo_2008_Hepp_etal.pdf
http://www.aquariparia.org/images/pdf/Ar...
). Therefore, the importance of the leaf litter for these organisms means that the seasonal composition of plant species and the residence time of leaf-detritus in streams in the Brazilian Cerrado can be guiding factors for the richness and abundance of the Chironomidae assembly.

In this study, we tested the influence of intra-annual patterns on the allochthonous leaf litter and interactions among Chironomidae assemblages in a stream of the Brazilian Cerrado. Our hypotheses were: (i) the input of leaves in streams in the Brazilian Cerrado is higher in the dry season and when there is high rainfall (Bambi et al. 2017Bambi P, Rezende R de S, Feio MJ, Leite GFM, Alvin E, Quintão JMB, Araújo F, Gonçalves-Jr JF (2017) Temporal and spatial patterns in inputs and stock of organic matter in savannah streams of central Brazil. Ecosystems 20: 757-768. https://doi.org/10.1007/s10021-016-0058-z
https://doi.org/10.1007/s10021-016-0058-...
, Tonin et al. 2017Tonin AM, Gonçalves-Jr JF, Bambi P, Feitoza LAM, Fontana LE, Hamda N, et al. (2017) Plant litter dynamics in the forest-stream interface: Precipitation is a major control across tropical biomes. Scientific Reports 7: 1-14. https://doi.org/10.1038/s41598-017-10576-8
https://doi.org/10.1038/s41598-017-10576...
); thus, the highest abundance and richness of Chironomidae in detritus will be in transition seasons; (ii) the loss of secondary compounds and microbial conditioning occur over time (Biasi et al. 2013Biasi C, Tonin AM, Restello RM, Hepp LU (2013) The colonisation of leaf litter by Chironomidae (Diptera): The influence of chemical quality and exposure duration in a subtropical stream. Limnologica 43: 427-433. https://doi.org/10.1016/j.limno.2013.01.006
https://doi.org/10.1016/j.limno.2013.01....
); therefore, we expect a higher abundance of Chironomidae shredders in the later periods of decomposition; and (iii) throughout the year, the input of leaves into the stream varies according to plant species phenology (Bambi et al. 2017Bambi P, Rezende R de S, Feio MJ, Leite GFM, Alvin E, Quintão JMB, Araújo F, Gonçalves-Jr JF (2017) Temporal and spatial patterns in inputs and stock of organic matter in savannah streams of central Brazil. Ecosystems 20: 757-768. https://doi.org/10.1007/s10021-016-0058-z
https://doi.org/10.1007/s10021-016-0058-...
); thus, the composition of Chironomidae assemblages will vary according to the seasons of the year.

MATERIAL AND METHODS

Study area

The study was carried out in the Córrego Boiadeiro located in Parque Nacional da Chapada Diamantina (NE Brazil, 12°59’43.8” S, 41°19’35.6” W, 900 m a.s.l.). The stream is second-order, 20 cm deep and 0.3 m s-1 flux. The vegetation is predominantly Cerrado and some areas of Caatinga and seasonal rainforest (Juncá et al. 2005Juncá FA, Funch L, Rocha WDF (2005) Biodiversidade e Conservação da Chapada Diamantina. Ministério do Meio Ambiente, Brasília, 411 pp. http://www.bibliotecaflorestal.ufv.br/handle/123456789/5149
http://www.bibliotecaflorestal.ufv.br/ha...
). The climate is Subtropical highland climate (Cwb) type, according to the Köppen classification, with an average annual air temperature of ~18°C and 700 mm of precipitation (Alvares et al. 2013Alvares AA, Stape JL, Sentelhas PC, Gonçalves JLM, Sparovek G (2013) Köppen’s climate classification map for Brazil. Meteorologische Zeitschrift 22: 711-728. https://doi.org/10.1127/0941-2948/2013/0507
https://doi.org/10.1127/0941-2948/2013/0...
). This region has two well-defined climatic seasons: a dry season (May to July) and a rainy season (November to January). There are also two transition seasons: a rainy-dry season (February to April) and a dry-rainy season (August to October) (Sales et al. 2015Sales MA, Gonçalves-Jr JF, Dahora JS, Medeiros AO (2015) Influence of leaf quality in microbial decomposition in a headwater stream in the Brazilian Cerrado: A 1-year study. Environmental Microbiology 69: 84-94. https://doi.org/10.1007/s00248-014-0467-5
https://doi.org/10.1007/s00248-014-0467-...
, Rezende et al. 2017Rezende R de S, Sales MA, Hurbath F, Roque N, Gonçalves-Jr JF, Medeiros AO (2017) Effect of plant richness on the dynamics of coarse particulate organic matter in a Brazilian Savannah stream. Limnologica 63: 57-64. https://doi.org/10.1016/j.limno.2017.02.002
https://doi.org/10.1016/j.limno.2017.02....
). This study used information on temperature and monthly rainfall obtained from the database Hidroweb (2021Hidroweb (2021) Informações sobre recursos hídricos. http://www.snirh.gov.br/hidroweb/serieshistoricas. [Accessed: 01/07/2022]
http://www.snirh.gov.br/hidroweb/seriesh...
).

Field experiment

Collection of Chironomidae associated with leaf litter was conducted between February 2015 and January 2016. Leaves were collected every three months (corresponding to the leaves falling in the last 30 ± 2 days in buckets) between January and October 2015. Leaves were collected at three sampling points spaced 40 m apart. Leaves were stored in buckets (25 cm in diameter, n = 6 per row) fixed at 1 m above the stream and collected after 30 days (see Calderón del Cid et al. 2019Calderón del Cid C, Rezende RS, Calor AR, da Hora JS, de Aragão LN, Guedes ML, Caiafa AN, Medeiros AO (2019) Temporal dynamics of organic matter, hyphomycetes and invertebrate communities in a Brazilian savanna stream. Community Ecology 20: 301-313. https://doi.org/10.1556/168.2019.20.3.10
https://doi.org/10.1556/168.2019.20.3.10...
).

After a collection period of 30 days, only the two buckets with the highest weight in each row (corresponding to 6 buckets per point) were selected to remove the leaves. The leaves of each selected bucket were then placed in a decomposition bag (30 × 30 cm, 10 mm diameter mesh) and incubated in the stream for 90 days (see Supplementary Material, Fig. S1 Supplementary material 1 Figure S1. Sampling design of the leaf debris collection system (A) and the choice of buckets with the highest weight for the preparation of decomposition bags (B) (adapted from Bambi et al. 2017). Authors: Jéssica F. Gomes Pio, Luiz U. Hepp, Adriana O. Medeiros, Fabio L. da Silva, Carlos E. Copatti. Data type: Illustration of the sampling design. Copyright notice: This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited. Link: https://doi.org/10.1590/S1984-4689.v39.e22015 ). After 30, 60, and 90 days of incubation, six litter bags were removed to wash litter for the collection of associated organisms. This procedure was repeated four times, in February, May, August, and November 2015 (rainy-dry, dry, dry-rainy, and rainy seasons, respectively). Precipitation fluctuations did not affect the organic matter entering the system or the litterfall triggers, and the physicochemical properties of the leaves did not vary between seasons (according to data previously published by Calderón del Cid et al. 2019Calderón del Cid C, Rezende RS, Calor AR, da Hora JS, de Aragão LN, Guedes ML, Caiafa AN, Medeiros AO (2019) Temporal dynamics of organic matter, hyphomycetes and invertebrate communities in a Brazilian savanna stream. Community Ecology 20: 301-313. https://doi.org/10.1556/168.2019.20.3.10
https://doi.org/10.1556/168.2019.20.3.10...
).

Chironomidae larvae identification

After removing the litter bags, leaves were washed in a 250 mm sieve. A stereomicroscope was used to examine associated Chironomidae. After segregation, specimens were preserved in 70% ethanol for later identification. Leaves were inspected to verify the presence of Chironomidae. The larvae were then mounted on semi-permanent slides using Hoyer’s medium and were determined to genus using taxonomic keys by Trivinho-Strixino (2011Trivinho-Strixino S (2011) Larvas de Chironomidae: Guia de identificação. PPG-ERN/UFSCAR, São Carlos.) and Silva et al. (2018Silva FL, Pinho LCP, Wiedenbrug S, Dantas GPS, Siri A, Andersen T, Trivinho-Strixino S (2018) Family Chironomidae. In: Hamada N, Thorp JH, Rogers DC (Eds) Keys to Neotropical Hexapoda: Thorp and Covich’s Freshwater Invertebrates. Academic Press, Cambridge, 661-700.). Functional feeding groups (FFG) were categorized according to Cummins et al. (2005Cummins KW, Merritt RW, Andrade PCN (2005) The use of invertebrate functional groups to characterize ecosystem attributes in selected streams and rivers in south Brazil. Studies on Neotropical Fauna and Environment 40: 69-89. https://doi.org/10.1080/01650520400025720
https://doi.org/10.1080/0165052040002572...
), Trivinho-Strixino (2011Trivinho-Strixino S (2011) Larvas de Chironomidae: Guia de identificação. PPG-ERN/UFSCAR, São Carlos.), Saito and Fonseca-Gessner (2014Saito VS, Fonseca-Gessner AA (2014) Taxonomic composition and feeding habits of Chironomidae in Cerrado streams (Southeast Brazil): Impacts of land use changes. Acta Limnologica Brasiliensis 26: 35-46. https://doi.org/10.1590/S2179-975X2014000100006
https://doi.org/10.1590/S2179-975X201400...
), and Cuda et al. (2019Cuda JP, Coon BR, Weeks ENI, Gillmore JL, Center TD (2019) Hydrilla tip mining midge: Cricotopus lebetis sublette (Insecta: Diptera: Chironomidae). University of Florida IFAS extension, Document EENY054. https://edis.ifas.ufl.edu
https://edis.ifas.ufl.edu...
). The FFG was based on the dominant resource present in the diet description of larvae.

The specimens were deposited at the Museu de História Natural da Bahia (MHNBA), Instituto de Biologia, Universidade Federal da Bahia with the following deposit numbers: Chironomus sp.: MHNBA Diptera 1921; Endotribelos sp.: MHNBA Diptera 1922; Oukuriella sp.: MHNBA Diptera 1923; Polypedilum sp.: MHNBA Diptera 1924; Rheotanytarsus sp.: MHNBA Diptera 1925; Stempellinella sp.: MHNBA Diptera 1926; Stenochironomus sp.: MHNBA Diptera 1927; Tanytarsus sp.: MHNBA Diptera 1928; Coryneura sp.: MHNBA Diptera 1929; Cricotopus sp.: MHNBA Diptera 1930; Onconeura sp.: MHNBA Diptera 1931; Ablabesmyia sp.: MHNBA Diptera 1932; Pentaneura sp.: MHNBA Diptera 1933.

Data analysis

We used a Shapiro-Wilk test to assess the normality of the data, and a Levene test was used to assess the homoscedasticity of the variances. We log-transformed (x+1) datasets that did not meet the assumptions of normality and homoscedasticity. We evaluated the abundance and richness of FFG identified in the Chironomidae assemblage using a two-way analysis of variance (two-way ANOVA). In this analysis, we individually assessed the categorical factors of the season (four levels; rainy-dry, dry, dry-rainy, and rainy) and time (three levels; 30, 60, and 90 days) and the interaction between them. We repeated this same analysis approach for the abundances of each FFG (collector-gatherer, collector-filter, shredder, scraper, and predator). We considered 95% as the level of significance (p < 0.05). We used a non-metric multidimensional scaling (NMDS) ordination based on Bray-Curtis dissimilarity (abundance log-transformed) to evaluate the composition of Chironomidae assemblage FFG associated in leaf litter. We used a permutational multivariate analysis of variance (PERMANOVA; 999 repetitions) to verify the existence of differences between the studied seasons. The analyses were performed using the R software (R Core Team 2019R Development Core Team (2015) R: A language and environment for statistical computing. Vienna, R Foundation for Statistical Computing. http://www.R-project.org [Accessed: 02/07/2022]
http://www.R-project.org...
).

RESULTS

The temperature ranged from 21 to 24 °C between February and June 2015 (rainy-dry and beginning of the dry season). It ranged from 12 to 15 °C in August 2015 and between October 2015 and January 2016 (dry-rainy and rainy seasons). Precipitation in the rainy-dry, dry, dry-rainy, and rainy seasons were 136.0 (± 5.3), 49.3 (± 22.4), 41.3 (± 20.8), and 210.7 (± 191.4) mm, respectively. January 2016 was the month with the highest rainfall (593 mm), and September and December 2015 were the months with the lowest rainfall (4 mm) (Fig. 1).

Figure 1
Air temperature and rainfall during the study between February 2015 and January 2016 in the Boiadeiro stream, Mucugê, BA, Brazilian Cerrado. Data: http://www.snirh.gov.br/hidroweb/serieshistoricas (Hidroweb 2020Hidroweb (2021) Informações sobre recursos hídricos. http://www.snirh.gov.br/hidroweb/serieshistoricas. [Accessed: 01/07/2022]
http://www.snirh.gov.br/hidroweb/seriesh...
).

We identified 500 Chironomidae larvae associated with leaf litter during the experiment, distributed into three subfamilies (Chinonominae, Orthocladiinae, and Tanypodinae) and 13 genera (Table 1). Chironominae showed the highest total richness and abundance (8 genera and 224 individuals, 45% of the total), followed by Orthocladiinae (3 genera and 205 individuals, 41%) and Tanypodinae (2 genera and 71 individuals, 14%). Corynoneura, Rheotanytarsus, Polypedilum, and Tanytarsus, were the most abundant genera (359 individuals, 71.8% of the total). Chironomus and Cricotopus were exclusive to the rainy-dry season, and Stempellinella was exclusive to the rainy season (Table 1). The highest abundance of individuals (178 and 137 individuals, respectively) was found in the rainy-dry and dry seasons, whereas the highest total richness (12 and 11 genera, respectively) (Table 2) was found in the rainy-dry and rainy seasons. The variation in abundance and richness of Chironomidae was mediated by the amount of time the detritus remained in the stream (Table 2). We did not observe a pattern of abundance and richness over time (Figs 2, 3).

Figures 2-3
Abundance (2) and richness (3) (mean ± SEM) of Chironomidae assemblages associated at leaf litter on 30, 60, and 90 days during inter-annual seasons in Boiadeiro stream, Mucugê, BA, Brazilian Cerrado.

Table 1
Chironomidae larvae associated with decomposing leaf-detritus in the Boiadeiro stream, Mucugê, BA, Brazilian Cerrado. FTG = Functional trophic group. (C-G) Collector-gatherer, (C-F) Collector-filter, (Shr) Shredder, (Scr) Scraper, (Pre) Predator.

Table 2
Results of the two-way ANOVA of abundance and richness of Chironomidae assemblages associated at leaf litter during inter-annual seasons in Boiadeiro stream, Mucugê, BA, Brazilian Cerrado.

We classified the chironomid genera into five FFG: shredders, collector-gatherers, collector-filterers, scrapers, and predators. Collector-gatherer (36.2% of the total) and collector-filterers (27.6% of the total) were the most abundant FFG (Table 1). Shredders, predators, and scrapers presented 16.4%, 12.2%, and 5.6%, respectively.

The FFG varied between seasons, except collector-filter (Fig. 4, Table 3). In general, collector-gatherers were more abundant in the rainy-dry, dry, and dry-rainy seasons, while shredders were more abundant in the rainy season (Fig. 4). However, we did not observe a clear pattern in FFG abundance during the experiment period. Shredders were more abundant in the rainy-dry season, especially during the initial period of colonization (30 days); however, in the dry-rainy and rainy seasons, the abundance was more significant in the final periods of colonization (60 and 90 days). Predators were more abundant in 60 days in rainy-dry and rainy seasons (Fig. 4).

Figure 4
Functional feeding group (FFG) proportion of Chironomidae assemblages associated at leaf litter during inter-annual seasons in Boiadeiro stream, Mucugê, BA, Brazilian Cerrado. (Shr) Shredder, (C-F) Collector-filter, (C-G) Collector-Gatherer, (Scr) Scraper, (Pre) Predator.

Table 3
The two-way ANOVA of functional feeding groups of Chironomidae assemblages associated with leaf litter during inter-annual seasons in Boiadeiro stream, Mucugê, BA, Brazilian Cerrado.

Chironomidae FFG composition varied between seasons, especially between rainy, dry, and dry-rainy (PERMANOVA, F3, 20 = 4.9, p = 0.001). We observed segregation between rainy and dry-rainy and rainy and dry seasons (Fig. 5). We observed greater dispersion in the FFG composition in the dry season (Fig. 5). On the other hand, the FFG composition showed less variability in the rainy and dry-rainy seasons.

Figure 5
Non-metric multidimensional scaling (NMDS) of Chironomidae assemblages functional feeding group at leaf litter during inter-annual seasons in Boiadeiro stream, Mucugê, BA, Brazilian Cerrado. RD-Rainy-dry (brown). (D) Dry (red), (DR) Dry-rainy (green), (R) Rainy (blue).

DISCUSSION

In this study, we observed an intra-annual variation in Chironomidae assemblages associated with allochthonous plant litter in a Brazilian Cerrado stream, especially during the transition seasons (i.e., rainy-dry and dry-rainy). In addition, the structure and composition of the Chironomidae assemblage varied between seasons, which was directly reflected on the FFG composition. Thus, our study demonstrates an essential interaction between the organic matter dynamics in tropical streams with the stream Chironomidae fauna.

Colonization by benthic macroinvertebrates can be influenced by ecological or stochastic factors (Ge et al. 2021Ge Y, Meng X, Heino J, García-Girón J, Liu Y, Li Z, Xie Z (2021) Stochasticity overrides deterministic processes in structuring macroinvertebrate communities in a plateau aquatic system. Ecosphere 12: e03675. https://doi.org/10.1002/ecs2.3675
https://doi.org/10.1002/ecs2.3675...
). In general, seasonal variations of precipitation and temperature can affect the diversity of these organisms, especially chironomids (Pereira et al. 2017Pereira TS, Pio JFG, Calor AR, Copatti CE (2017) Can the substrate influence the distribution and composition of benthic macroinvertebrates in streams in northeastern Brazil? Limnologica 63: 27-30. https://doi.org/10.1016/j.limno.2016.12.003
https://doi.org/10.1016/j.limno.2016.12....
, Pio et al. 2018Pio JFG, Pereira TS, Calor AR, Copatti CE (2018) Organisation of the benthic macroinvertebrate assemblage in tropical streams of different orders in North-Eastern Brazil. Ecologia Austral 28: 113-122. https://doi.org/10.25260/EA.18.28.1.0.511
https://doi.org/10.25260/EA.18.28.1.0.51...
, 2020Pio JFG, Santiago EFE, Copatti CE (2020) Composition and diversity of benthic macroinvertebrates in a Brazilian Cerrado stream. Iheringia, Série Zoologia 110: e2020016. https://doi.org/10.1590/1678-4766e2020016
https://doi.org/10.1590/1678-4766e202001...
). We found that the richness and abundance of organisms and FFG were higher in the rainy-dry season, especially within 30 (richness and abundance) and 90 (abundance) days of incubation time. Rainfall is an essential predictor of invertebrate community structure, especially in extreme seasons (i.e., rainy and dry) (Nava et al. 2015Nava D, Restello RM, Hepp LU (2015) Intra- and inter-annual variations in Chironomidae (Insecta: Diptera) communities in subtropical streams. Zoologia (Curitiba) 32: 207-214. https://doi.org/10.1590/S1984-46702015000300005
https://doi.org/10.1590/S1984-4670201500...
). In this way, in the rainy-dry season there is less disturbance in the streams, which keeps the local communities more stable. In the present study, we observed changes in the rainfall pattern (mean of 49.33 and 210.67 mm, respectively) in the dry and rainy seasons, compared with the historical average rainfall (30.8 and 159.7 mm, respectively) (Calderón del Cid et al. 2019Calderón del Cid C, Rezende RS, Calor AR, da Hora JS, de Aragão LN, Guedes ML, Caiafa AN, Medeiros AO (2019) Temporal dynamics of organic matter, hyphomycetes and invertebrate communities in a Brazilian savanna stream. Community Ecology 20: 301-313. https://doi.org/10.1556/168.2019.20.3.10
https://doi.org/10.1556/168.2019.20.3.10...
). The highest rainfall recorded for the last month of the dry season (93.4 mm in July 2015) may have provided an unstable environment, which prompted a lower total richness and abundance of Chironomidae for the dry-rainy season.

The trophic web of small streams depends on the input of allochthonous matter as a source of energy (Irons et al. 1994Irons JG, Oswood MW, Stout RJ, Pringle CM (1994) Latitudinal patterns in leaf litter breakdown: Is temperature really important? Freshwater Biology 32: 401-411. https://doi.org/10.1111/j.1365-2427.1994.tb01135.x
https://doi.org/10.1111/j.1365-2427.1994...
). However, the exposure time of leaf-detritus is an essential factor in determining the characteristics of the Chironomidae assemblage in a stream (Biasi et al. 2013Biasi C, Tonin AM, Restello RM, Hepp LU (2013) The colonisation of leaf litter by Chironomidae (Diptera): The influence of chemical quality and exposure duration in a subtropical stream. Limnologica 43: 427-433. https://doi.org/10.1016/j.limno.2013.01.006
https://doi.org/10.1016/j.limno.2013.01....
). In addition, when the chemical composition of the leaves is similar across the seasons, the amount of organic material reaching the stream is essential to the structure of associated detritus communities. We found that the abundance of Chironomidae associated with detritus was low compared to other streams in the Brazilian Cerrado (Ligeiro et al. 2010Ligeiro R, Moretti MS, Gonçalves-Jr JF, Callisto M (2010) What is more important for invertebrate colonization in a stream with low-quality litter inputs: Exposure time or leaf species? Hydrobiology 654: 125-136. https://doi.org/10.1007/s10750-010-0375-8
https://doi.org/10.1007/s10750-010-0375-...
, Rezende et al. 2016Rezende, R de S, Graça MAS, Dos Santos AM, Medeiros AO, Santos PF, Nunes YR, Gonçalves-Jr JF (2016) Organic matter dynamics in a tropical gallery forest in a grassland landscape. Biotropica 48: 301-310. https://doi.org/10.1111/btp.12308
https://doi.org/10.1111/btp.12308...
). Considering that decomposing leaf-detritus is initially colonized by the microbial community (Shearer 1992Shearer CA (1992) The Role of Woody Debris. In: Bärlocher F (Ed.) The ecology of aquatic hyphomycetes Ecological studies analysis and synthesis. Heidelberg, Springer, Berlin, 77-98.), we believe that the lower abundance of Chironomidae in the current study must be associated with the characteristics of the leaf litter and the reduced activity of decomposing microorganisms in the study stream.

The tropical streams of the Brazilian Cerrado have a high diversity of leaf-detritus that is rich in chemical defense against herbivory (Sales et al. 2015Sales MA, Gonçalves-Jr JF, Dahora JS, Medeiros AO (2015) Influence of leaf quality in microbial decomposition in a headwater stream in the Brazilian Cerrado: A 1-year study. Environmental Microbiology 69: 84-94. https://doi.org/10.1007/s00248-014-0467-5
https://doi.org/10.1007/s00248-014-0467-...
). In the riparian areas of the Brazilian Cerrado, most native trees have leaves with homogeneous characteristics and low palatability for invertebrates (Ligeiro et al. 2010Ligeiro R, Moretti MS, Gonçalves-Jr JF, Callisto M (2010) What is more important for invertebrate colonization in a stream with low-quality litter inputs: Exposure time or leaf species? Hydrobiology 654: 125-136. https://doi.org/10.1007/s10750-010-0375-8
https://doi.org/10.1007/s10750-010-0375-...
). Chironomidae larvae commonly appear later, when their colonization has already been facilitated by microbial conditioning (Shearer 1992Shearer CA (1992) The Role of Woody Debris. In: Bärlocher F (Ed.) The ecology of aquatic hyphomycetes Ecological studies analysis and synthesis. Heidelberg, Springer, Berlin, 77-98.) and by the physical fragmentation of leaf-detritus (Calderón del Cid et al. 2019Calderón del Cid C, Rezende RS, Calor AR, da Hora JS, de Aragão LN, Guedes ML, Caiafa AN, Medeiros AO (2019) Temporal dynamics of organic matter, hyphomycetes and invertebrate communities in a Brazilian savanna stream. Community Ecology 20: 301-313. https://doi.org/10.1556/168.2019.20.3.10
https://doi.org/10.1556/168.2019.20.3.10...
). Fungi and their interactions with the amount of organic matter and the duration of the plant material in streams positively affect the richness and abundance of Chironomidae in tropical streams (Biasi et al. 2013Biasi C, Tonin AM, Restello RM, Hepp LU (2013) The colonisation of leaf litter by Chironomidae (Diptera): The influence of chemical quality and exposure duration in a subtropical stream. Limnologica 43: 427-433. https://doi.org/10.1016/j.limno.2013.01.006
https://doi.org/10.1016/j.limno.2013.01....
, Leite-Rossi et al. 2016Leite-Rossi LA, Saito VS, Cunha-Santino MB, Trivinho-Strixino S (2016) How does leaf litter chemistry influence its decomposition and colonization by shredder Chironomidae (Diptera) larvae in a tropical stream? Hydrobiology 771: 119-130. https://doi.org/10.1007/s10750-015-2626-1
https://doi.org/10.1007/s10750-015-2626-...
, Rezende et al. 2019Rezende R de S, Medeiros AO, Gonçalves-Jr JF, Feio MJ, Gusmão EP, Gomes VA de A, Calor A, Almeida J dos SD (2019) Patterns of litter inputs, hyphomycetes and invertebrates in a Brazilian savanna stream: A process of degradative succession. Journal of Tropical Ecology 35: 297-307. https://doi.org/10.1017/S0266467419000269
https://doi.org/10.1017/S026646741900026...
).

The effectiveness of Chironomidae shredders as co-participants in the decomposition process in tropical streams is widely known, given the emphasis that FFG receives in studies of leaf decomposition (Leite-Rossi et al. 2019Leite-Rossi LA, Saulino HHL, Shimabukuro EM, Cunha-Santino MB, Trivinho-Strixino S (2019) Shredder chironomid diets are influenced by decomposition rates of different leaf litter species. Neotropical Entomology 48: 38-49. https://doi.org/10.1007/s13744-018-0608-5
https://doi.org/10.1007/s13744-018-0608-...
). Despite this, the activity of fungi seems to be more important than the activity of shredder organisms for the decomposition of detritus (Boyero et al. 2012Boyero L, Barmuta LA, Ratnarajah L, Schmidt K, Pearson RG (2012) Effects of exotic riparian vegetation on leaf breakdown by shredders: A tropical - temperate comparison. Freshwater Science 31: 296-303. https://doi.org/10.1899/11-103.1
https://doi.org/10.1899/11-103.1...
) at the beginning of the decomposition process. The attractiveness of leaf-detritus to the shredder depends on their colonization by microorganisms, their degradation stages, and the residence time of allochthonous material in the stream (Ligeiro et al. 2010Ligeiro R, Moretti MS, Gonçalves-Jr JF, Callisto M (2010) What is more important for invertebrate colonization in a stream with low-quality litter inputs: Exposure time or leaf species? Hydrobiology 654: 125-136. https://doi.org/10.1007/s10750-010-0375-8
https://doi.org/10.1007/s10750-010-0375-...
, Leite-Rossi and Trivinho-Strixino 2012Leite-Rossi LA, Trivinho-Strixino S (2012) Are sugarcane leaf-detritus well colonized by aquatic macroinvertebrates? Acta Limnologica Brasiliensis 24: 303-313. https://doi.org/10.1590/S2179-975X2012005000048
https://doi.org/10.1590/S2179-975X201200...
). According to Ligeiro et al. (2010Ligeiro R, Moretti MS, Gonçalves-Jr JF, Callisto M (2010) What is more important for invertebrate colonization in a stream with low-quality litter inputs: Exposure time or leaf species? Hydrobiology 654: 125-136. https://doi.org/10.1007/s10750-010-0375-8
https://doi.org/10.1007/s10750-010-0375-...
), regardless of the plant species that originated the leaf-detritus, exposure time is the main factor affecting the colonization process of aquatic invertebrates. Microbial conditioning can reduce leaf hardness, stimulating colonization by shredder macroinvertebrates and improving the decomposition process (Biasi et al. 2016Biasi C, Cerezer C, Santos S (2016) Biological colonization and leaf decomposition in a subtropical stream. Ecologia Austral 26: 189-199. https://doi.org/10.1590/1519-6984.10512
https://doi.org/10.1590/1519-6984.10512...
). This reinforces the importance of the residence time of the detritus in the stream (30, 60, and 90 days), verified in our findings for the structure of the Chironomidae assemblages and their FFG. In addition, we suggest that future studies are based on a two-year sampling, to ascertain the role of inter-annual variations.

The trophic structure in a stream in south-eastern Brazil (subtropical climate) was strongly correlated with the organic matter available as a food resource in the diet of Chironomids (Silva et al. 2009Silva FL, Pauleto GM, Talamoni JLB, Ruiz SS (2009) Functional trophic categorization of macroinvertebrate communities of two reservoirs in the Midwestern region of São Paulo State, Brazil. Acta Scientiarum, Biological Science 31: 73-78. https://doi.org/10.4025/actascibiolsci.v31i1.331
https://doi.org/10.4025/actascibiolsci.v...
). Chironomidae larvae can consume a variety of food items (Leite-Rossi and Trivinho-Strixino 2012Leite-Rossi LA, Trivinho-Strixino S (2012) Are sugarcane leaf-detritus well colonized by aquatic macroinvertebrates? Acta Limnologica Brasiliensis 24: 303-313. https://doi.org/10.1590/S2179-975X2012005000048
https://doi.org/10.1590/S2179-975X201200...
), and adjust their foraging strategies to consume all available resources. In the present study, the composition of the FFG of Chironomidae showed a slight overlap during the transition seasons. On the other hand, there was more segregation during the dry and rainy seasons, indicating niche specialization. According to Rezende et al. (2019), an increase in the input of leaf litter in the stream decreases the biomass of microorganisms. Still, it may increase the use of leaf-detritus by different FFG of benthic macroinvertebrates during the transition seasons.

The Chironomidae assemblages were represented mainly by Corynoneura (collector-gatherers), Tanytarsus, and Rheotanytarsus (both collector-filters). Generally, collector invertebrates are more abundant in environments with greater stability and a higher concentration of particles (Cheshire et al. 2005Cheshire K, Boyero L, Pearson RG (2005) Food webs in tropi cal Australian streams: shredders are not scarce. Freshwater Biology 50: 748-769. https://doi.org/10.1111/j.1365-2427.2005.01355.x
https://doi.org/10.1111/j.1365-2427.2005...
). According to Henriques-Oliveira et al. (2003Henriques-Oliveira AL, Nessimian JL, Dorvillé LFM (2003) Feeding habits of chironomid larvae (Insecta: Diptera) from a stream in the Floresta da Tijuca, Rio de Janeiro, Brazil. Brazilian Journal of Biology 63: 269-281. https://doi.org/10.1590/s1519-69842003000200012
https://doi.org/10.1590/s1519-6984200300...
), leaf-detritus can represent more than 90% of the food items found in the gut contents of Corynoneura, Tanytarsus, and Rheotanytarsus larvae, even though they are not typical shredders, which suggests the possible contribution of these Chironomidae larvae to the leaf decomposition process. So, we highlight that colonization of leaf-detritus by Chironomidae larvae shows an intra-annual pattern that can be regulated by the amount of time the allochthonous plant material remains in the stream but is mainly due to the organic matter dynamics input into the stream.

ACKNOWLEDGMENTS

We are grateful to FAPESB (Fundação de Amparo a Pesquisa do Estado da Bahia for a research grant provided for JFGP. The authors are grateful to Conselho Nacional de Desenvolvimento Científico e Tecnológico for research fellowships provided for LUH (CNPq 307212/2020-3), and CEC (CNPq 304329/2021-5). The present study was financed by FAPESB, process 0022/2013, and by CNPq, process 424661/2016-0. The authors are thankful to the Parque Municipal de Mucugê staff for its assistance with the field work and the Programa Aquaripária. This study was financed in part by Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES), Finance Code 001.

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ADDITIONAL NOTES

  • Zoobank register

    https://zoobank.org/40979388-EEAA-4CD1-811F-28534546259F
  • How to cite this article

    Pio, JFG, Hepp LU, Medeiros AO, Silva FL da, Copatti CE (2022) Intra-annual colonization of Chironomidae on leaf litter in a Brazilian Cerrado stream. Zoologia (Curitiba) 39: e22015. https://doi.org/10.1590/S1984-4689.v39.e22015
  • Published by

    Sociedade Brasileira de Zoologia at Scientific Electronic Library Online (https://www.scielo.br/zool)

Supplementary material 1

Figure S1. Sampling design of the leaf debris collection system (A) and the choice of buckets with the highest weight for the preparation of decomposition bags (B) (adapted from Bambi et al. 2017).

Authors: Jéssica F. Gomes Pio, Luiz U. Hepp, Adriana O. Medeiros, Fabio L. da Silva, Carlos E. Copatti.

Data type: Illustration of the sampling design.

Copyright notice: This dataset is made available under the Open Database License (http://opendatacommons.org/licenses/odbl/1.0/). The Open Database License (ODbL) is a license agreement intended to allow users to freely share, modify, and use this Dataset while maintaining this same freedom for others, provided that the original source and author(s) are credited.

Link: https://doi.org/10.1590/S1984-4689.v39.e22015

Edited by

Editorial responsibility

Ralph W. Holzenthal

Publication Dates

  • Publication in this collection
    25 Nov 2022
  • Date of issue
    2022

History

  • Received
    21 Mar 2022
  • Accepted
    14 July 2022
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