Acknowledgement
This work was supported by a grant (NNIBR202101107) from the Nakdonggang National Institute of Biological Resources (NNIBR) funded by the Ministry of Environment (MOE), Republic of Korea, as well as by the National Research Foundation of Korea (NRF) grants funded by the Korean government (MSIT) (No. 2019R1A2C2089870).
References
- Benda, L.E.E., N.L. Poff, D. Miller, T. Dunne, G. Reeves, G. Pess and M. Pollock. 2004. The network dynamics hypothesis: how channel networks structure riverine habitats. BioScience 54(5): 413-427. https://doi.org/10.1641/0006-3568(2004)054[0413:TNDHHC]2.0.CO;2
- Brigham, A.R., W.U. Brigham and A. Gnilka. 1982. Aquatic Insects and Oligochaetes of North and South Carolina. Midwest Aquatic Enterprises, Mahomet, IL. 837 pp.
- Brinkhurst, R.O. 1986. Guide to the freshwater aquatic microdrile Oligochaetes of North America. Canadin Specil Publication of Fisheries and Aquatic Sciences 84: 259.
- Carraro, L., E.Machler, R. Wuthrich and F. Altermatt. 2020. Environmental DNA allows upscaling spatial patterns of biodiversity in freshwater ecosystems. Nature Communication 11: 3585. https://doi.org/10.1038/s41467-020-17337-8
- Clarke, A., R. Mac Nally, N. Bond and P.S. Lake. 2008. Macroinvertebrate diversity in headwater streams: a review. Freshwater Biology 53(9): 1707-1721. https://doi.org/10.1111/j.1365-2427.2008.02041.x
- Coble, A.A., C.A. Flinders, J.A. Homyack, B.E. Penaluna, R.C. Cronn and K. Weitemier. 2019. eDNA as a tool for identifying freshwater species in sustainable forestry: A critical review and potential future applications. Science of the Total Environment 649: 1157-1170. https://doi.org/10.1016/j.scitotenv.2018.08.370
- Diaz-Ferguson, E.E. and G.R. Moyer. 2014. History, applications, methodological issues and perspectives for the use environmental DNA (eDNA) in marine and freshwater environments. Revista de Biologia Tropical 62: 1273-1284. https://doi.org/10.15517/rbt.v62i4.13231
- Dowle, E.J., X.C. Pochon, J. Banks, K. Shearer and S.A. Wood. 2016. Targeted gene enrichment and high-throughput sequencing for environmental biomonitoring: A case study using freshwater macroinvertebrates. Molecular Ecology resources 16: 1240-1254. https://doi.org/10.1111/1755-0998.12488
- Elbrecht V., T.W.A. Braukmann, N.V. Ivanova, S.W.J. Prosser, M. Hajibabaei, M. Wright, E.V. Zakharov, P.D.N. Hebert, D. Steinke. 2019. Validation of COI metabarcoding primers for terrestrial arthropods. PeerJ 7: e7745. https://doi.org/10.7717/peerj.7745
- Fernandez, S., S. Rodriguez, J.L. Martinez, Y.J. Borrell, A. Ardura and E. Garcia-Vazquez. 2018. Evaluating freshwater macroinvertebrates from eDNA metabarcoding: A river Nalon case study. PLoS One 13: e0201741. https://doi.org/10.1371/journal.pone.0201741
- Fernandez, S., S. Rodriguez-Martinez, J.L. Martinez, E. Garcia-Vazquez and A. Ardura. 2019. How can eDNA contribute in riverine macroinvertebrate assessment? A metabarcoding approach in the Nalon River (Asturias, Northern Spain). Environmental DNA 1: 385-401. https://doi.org/10.1002/edn3.40
- Gleason, J.E., V. Elbrecht, T.W. Braukmann, R.H. Hanner and K. Cottenie. 2021. Assessment of stream macroinvertebrate communities with eDNA is not congruent with tissue-based metabarcoding. Molecular Ecology 30: 3239-3251. https://doi.org/10.1111/mec.15597
- Harrison, J.B., J.M. Sunday and S.M. Rogers. 2019. Predicting the fate of eDNA in the environment and implications for studying biodiversity. Proceedings of the Royal Society B 286: 20191409. https://doi.org/10.1098/rspb.2019.1409
- Leese, F., M. Sander, D. Buchner, V. Elbrecht, P. Haase and V.M. Zizka. 2021. Improved freshwater macroinvertebrate detection from environmental DNA through minimized nontarget amplification. Environmental DNA 3: 261-276. https://doi.org/10.1002/edn3.177
- Loayza-Muro, R.A., R. Elias-Letts, J.K. Marticorena-Ruiz, E.J. Palomino, J.F. Duivenvoorden, M.H. Kraak, W. Admiraal. 2010. Metal-induced shifts in benthic macroinvertebrate community composition in Andean high altitude streams. Environmental Toxicology and Chemistry 29(12): 2761-2768. https://doi.org/10.1002/etc.327
- Machler, E., K. Deiner, F. Spahn and F. Altermatt. 2016. Fishing in the water: effect of sampled water volume on environmental DNA-based detection of macroinvertebrates. Environmental Science & Technology 50: 305-312. https://doi.org/10.1021/acs.est.5b04188
- Marques, M.J., E. Martinez-Conde, J.V. Rovira, S. Ordonez. 2001. Heavy metals pollution of aquatic ecosystems in the vicinity of a recently closed underground lead-zinc mine (Basque Country, Spain). Environmental Geology 40: 1125-1137. https://doi.org/10.1007/s002540100314
- Merritt, R.W. and K.W. Cummins. 2006. An Introduction to the Aquatic Insects of North America. Hunt Publishing Company, Dubugue.
- Meyer, A., F. Boyer, A. Valentini, A. Bonin, G.F. Ficetola, J.N. Beisel, J. Bouquerel, P. Wagner, C. Gaboriaud, Fl. Leese, T. Dejean, P. Taberlet and P. Usseglio-Polatera. 2021. Morphological vs. DNA metabarcoding approaches for the evaluation of stream ecological status with benthic invertebrates: Testing different combinations of markers and strategies of data filtering. Molecular Ecology 30: 3203-3220. https://doi.org/10.1111/mec.15723
- Oksanen, J., F.G. Blanchet, R. Kindt, P. Legendre, P. Minchin, R.B. O'Hara, G. Simpson, P. Solymos, M.H.H. Stevens, H. Wagner. 2011. Vegan: Community Ecology Package. R Package Version.
- Pennak, R.W. 1978. Freshwater Invertebrates of the United States. John Wiley and Sons, Inc., New York.
- Pereira-da-Conceicoa, L., V. Elbrecht, A. Hall, A. Briscoe, H. Barber-James and B. Price. 2021. Metabarcoding unsorted kick-samples facilitates macroinvertebrate-based biomonitoring with increased taxonomic resolution, while outperforming environmental DNA. Environmental DNA 3: 353-371. https://doi.org/10.1002/edn3.116
- Quigley, M. 1977. Invertebrates of Streams and Rivers: a Key to Identification. Edward Arnold, Ltd., London.
- R Core Team. R. 2017. A Language and Environment for Statistical Computing; R Foundation for Statistical Computing: Vienna, Austria, Available online: https://www.R-project.org/ (accessed on 1 Aug 2021).
- Romero, A., R. Medina and S. Flores. 2008. Estudio de los metales pesados en el relave abandonado de Ticapampa. Revista del Instituto de Investigacion de la Facultad de Ingenieria Geologica, Minera, Metalurgica y Geografica 11(22): 13-16.
- Thomsen, P.F. and E. Willerslev. 2015. Environmental DNA-An emerging tool in conservation for monitoring past and present biodiversity. Biological Conservation 183: 4-18. https://doi.org/10.1016/j.biocon.2014.11.019
- Tzafesta, E., F. Zangaro, V. Specchia and M. Pinna. 2021. An Overview of DNA-Based Applications for the Assessment of Benthic Macroinvertebrates Biodiversity in Mediterranean Aquatic Ecosystems. Diversity 13: 112. https://doi.org/10.3390/d13030112
- Yoon, I.B. 1988. Illustrated Encyclopedia of Fauna and Flora of Korea. Vol. 30. Ministry of Education, Seoul.(in Korean)
- Zeng, C., Y. Wen, X. Liu, J. Yu, B. Jin and D. Li. 2021. Impact of anthropogenic activities on changes of ichthyofauna in the middle and lower Xiang River. Aquaculture and Fisheries. In press.
- Zhan, A., M. Hulak, F. Sylvester, X. Huang, A.A. Adebayo, C.L. Abbott, S. Adamowicz, D. Heath, M. Cristescu and H.J. MacIsaac. 2013. High sensitivity of 454 pyrosequencing for detection of rare species in aquatic communities. Methods in Ecology and Evolution 4: 558-565. https://doi.org/10.1111/2041-210X.12037