References
- 1Barbato, D., Benocci, A., Guasconi, M., and Manganelli, G. (2021) Light and shade of citizen science for less charismatic invertebrate groups: Quality assessment of iNaturalist nonmarine mollusc observations in central Italy. Journal of Molluscan Studies, 87:
eyab033 . DOI: 10.1093/mollus/eyab033 - 2Barbour, M.T., Gerritsen, J., Snyder, B.D., and Stribling, J.B. (1999)
Rapid bioassessment protocols for use in streams and wadeable rivers: Periphyton, benthic macroinvertebrates and fish , second edition. EPA 841-B-99-002. Washington D.C.https://www3.epa.gov/region1/npdes/merrimackstation/pdfs/ar/AR-1164.pdf - 3Bray, J.R. and Curtis, J.T. (1957) An ordination of the upland forest communities of southern Wisconsin. Ecological Monographs, 27, pp. 326–349. DOI: 10.2307/1942268
- 4Cao, Y., and Hawkins, C.P. (2011) The comparability of bioassessments: A review of conceptual and methodological issues. Journal of the North American Benthological Society, 30, pp. 680–701. DOI: 10.1899/10-067.1
- 5Cook, S.E.K. (1976) Quest for an index of community structure sensitive to water pollution. Environmental Pollution (1970), 11, pp. 269–288. DOI: 10.1016/0013-9327(76)90067-7
- 6Dates, G. and Byrne, J. (1997) Living waters: Using benthic macroinvertebrates and habitat to assess your river’s health. River Watch Network.
- 7Engel, S., and Voshell, J.R. (2002) Volunteer biological monitoring: Can it accurately assess the ecological condition of streams? American Entomologist, 48, pp. 164–177. DOI: 10.1093/ae/48.3.164
- 8Epler, J.H. (1987) Notes on the Dicrotendipes (Diptera: Chironomidae) of Mexico, with descriptions of two new species. Entomologica Scandinavica Supplement, 29:147–154.
- 9Feeley, H.B., Woods, M., Baars, J.R., and Kelly-Quinn, M. (2012) Refining a kick sampling strategy for the bioassessment of benthic macroinvertebrates in headwater streams. Hydrobiologia, 683, pp. 53–68. DOI: 10.1007/s10750-011-0940-9
- 10Fore, S.L., Paulsen, K., and O’Laughlin, K. (2001) Assessing the performance of volunteers in monitoring streams. Freshwater Biology, 46, pp. 109–123. DOI: 10.1111/j.1365-2427.2001.00640.x
- 11Gardiner, M.M., Allee, L.L., Brown, P.M.J., Losey, J.E., Roy, H.E., and Smyth, R.R. (2012) Lessons from lady beetles: Accuracy of monitoring data from US and UK citizen science programs. Frontiers in Ecology and the Environment, 10, pp. 471–476. DOI: 10.1890/110185
- 12Gill, B.A., Allen, D.C., Mims, M.C., Neeson, T.M., Ruhi, A., Atkinson, C.L., Shogren, A.J., et al. (2024) Combined benthic and stream edge sampling better represent macroinvertebrate assemblages than benthic sampling alone along an aridity gradient. Limnology and Oceanography: Methods. 22, pp. 208–216. DOI: 10.1002/lom3.10601
- 13Gowan, C., Ruby, M., Knisley, R., and Grimmer L. (2007) Stream monitoring methods suitable for citizen volunteers working in the Coastal Plain and Lower Piedmont regions of Virginia. American Entomologist, 53, pp. 48–57. DOI: 10.1093/ae/53.1.48
- 14Grimm, P. (2010)
Social Desirability Bias . Wiley International Encyclopedia of Marketing. DOI: 10.1002/9781444316568.wiem02057 - 15Guareschi, S., Laini, A., and Sánchez-Montoya, M.M. (2017) How do low-abundance taxa affect river biomonitoring? Exploring the response of different macroinvertebrate-based indices. Journal of Limnology, 76, pp. 9–20. DOI: 10.4081/jlimnol.2016.1516
- 16Haase, P., Murray-Bligh J., Lohse, S., Pauls, S., Sundermann, A., Gunn, R., and Clarke, R. (2006) Assessing the impact of errors in sorting and identifying macroinvertebrate samples. Hydrobiologia, 566, pp. 505–521. DOI: 10.1007/s10750-006-0075-6
- 17Keith, B.R., Carleen, J.D., Larson, D.M., Anteau, M.J., and Fitzpatrick M.J. (2022)
Protocols for collecting and processing macroinvertebrates from the benthos and water column in depressional wetlands (No. 2022-1029) . US Geological Survey. (Available from:https://pubs.usgs.gov/publication/ofr20221029/full ) - 18Kosmala, M., Wiggins, A., Swanson, A., and Simmons, B. (2016) Assessing data quality in citizen science. Frontiers in Ecology and the Environment, 14, pp. 551–560. DOI: 10.1002/fee.1436
- 19Krabbenhoft, C.A., and Kashian, D.R. (2020) Citizen science data are a reliable complement to quantitative ecological assessments in urban rivers. Ecological Indicators, 116,
106476 [106476 is an article number not a page number so I deleted “p.”]. DOI: 10.1016/j.ecolind.2020.106476 - 20Li, L., Zheng B., and Liu L. (2010) Biomonitoring and bioindicators used for river ecosystems: Definitions, approaches and trends. Procedia Environmental Sciences, 2, pp. 1510–1524. DOI: 10.1016/j.proenv.2010.10.164
- 21Maas, R.P., Kucken, D.J., and Gregutt, P.F. (1991) Developing a rigorous water quality database through a volunteer monitoring network. Lake and Reservoir Management, 7, pp. 123–126. DOI: 10.1080/07438149109354262
- 22Moffett, E.R., and Neale, M.W. (2015) Volunteer and professional macroinvertebrate monitoring provide concordant assessments of stream health. New Zealand Journal of Marine and Freshwater Research, 49, pp. 366–375. DOI: 10.1080/00288330.2015.1018913
- 23NC DEQ. (2016) Standard Operating Procedures for the Collection and Analysis of Benthic Macroinvertebrates. Available at:
https://files.nc.gov/ncdeq/Water%20Quality/Environmental%20Sciences/BAU/NCDWRMacroinvertebrate-SOP-February%202016_final.pdf (Accessed 1 November 2024). - 24NC DEQ. (n.d.) Water Quality Data Tiers. Available at:
https://www.deq.nc.gov/water-quality/planning/tmdl/303d/general/data-tiers/download (Accessed 1 November 2024). - 25Nerbonne, J.F., and Vondracek B. (2003) Volunteer macroinvertebrate monitoring: Assessing training needs through examining error and bias in untrained volunteers. Journal of the North American Benthological Society, 22, pp. 152–163. DOI: 10.2307/1467984
- 26Nerbonne, J.F., Ward, B., Ollila, A., Williams, M., and Vondracek, B. (2008) Effect of sampling protocol and volunteer bias when sampling for macroinvertebrates. Journal of the North American Benthological Society, 27, pp. 640–646. DOI: 10.1899/07-101.1
- 27Oertel, N., and Salánki J. (2003)
Biomonitoring and bioindicators in aquatic ecosystems . In: R.S. Ambasht and N. K. Ambasht (Eds). Modern Trends in Applied Aquatic Ecology. New York: Springer. pp. 219–246. DOI: 10.1007/978-1-4615-0221-0_10 - 28O’Leary, N., Vawter, A.T., Wagenet, L.P., and Pfeffer, M. (2004) Assessing water quality using two taxonomic levels of benthic macroinvertebrate analysis: Implications for volunteer monitors. Journal of Freshwater Ecology, 19, pp. 581–586. DOI: 10.1080/02705060.2004.9664738
- 29Peeters, E.T.H.M., Gerritsen, A.A.M., Seelen, L.M.S., Begheyn, M., Rienks, F., and Teurlincx, S. (2022) Monitoring biological water quality by volunteers complements professional assessments. PLoS ONE, 17:
e0263899 . DOI: 10.1371/journal.pone.0263899 - 30Pinto, P., Oliveira-Junior, J.M.B., Leitão, F., Morais, M.M., Chícharo, L., Vaz, P., … and Teodósio, M.A. (2020) Development of a metric of aquatic invertebrates for volunteers (MAIV): A simple and friendly biotic metric to assess ecological quality of streams. Water, 12(3), 654. DOI: 10.3390/w12030654
- 31Poff, N.L., Olden J.D, Vieira N.K.M., Finn D.S., Simmons M.P., and Kondratieff B.C. (2006) Functional trait niches of North American lotic insects: traits-based ecological applications in light of phylogenetic relationships. Journal of the North American Benthological Society, 25, pp. 730–755. DOI: 10.1899/0887-3593(2006)025[0730:FTNONA]2.0.CO;2
- 32Postelle, B. (2009) Director seeks new home for water-testing center cut by UNCA. Mountain Xpress, 26 August. Available at:
http://mountainx.com/news/082609director_seeks_new_home/ (Accessed 1 November 2024). - 33Ross, K. (2020)
Bracing for budget cuts: Slashing expected at NC Department of Environmental Quality . Raleigh, North Carolina: Carolina Public Press, 3 August. Available at:https://carolinapublicpress.org/36865/nc-budget-stalemate-cuts-department-environmental-quality-deq/ (Accessed 1 November 2024). - 34Sigler, W.A., Hamilton, V., Traylor, A.M. (2024). Volunteer accuracy in a benthic macroinvertebrate participatory science project – data and code, Hydroshare. Available at: 10.4211/hs.3fa46a0a96cb47219aab2230ad141a42 (Accessed 4 November 2024).
- 35Smith, J.G., Brandt, C.C., and Christensen S.W. (2011) Long-term benthic macroinvertebrate community monitoring to assess pollution abatement effectiveness. Environmental Management, 47, pp. 1077–1095. DOI: 10.1007/s00267-010-9610-3
- 36Storey, R.G., and Wright-Stow, A. (2017) Community-based monitoring of New Zealand stream macroinvertebrates: agreement between volunteer and professional assessments and performance of volunteer indices. New Zealand Journal of Marine and Freshwater Research, 51, pp. 60–77. DOI: 10.1080/00288330.2016.1266674
- 37Stepenuck, K.F., Crunkilton, R.L., Bozek, M.A., and Wang, L. (2008) Comparison of macroinvertebrate-derived stream quality metrics between snag and riffle habitats. Journal of the American Water Resources Association, 44, pp. 670–678. DOI: 10.1111/j.1752-1688.2008.00197.x
- 38Stribling, J.B., Pavlik, K.L., Holdsworth, S.M., and Leppo, E.W. (2008) Data quality, performance, and uncertainty in taxonomic identification for biological assessments. Journal of the North American Benthological Society, 27, pp. 906–919. DOI: 10.1899/07-175.1
- 39Swanson, A., Kosmala, A.M., Lintott, C., and Packer, C. (2016) A generalized approach for producing, quantifying, and validating citizen science data from wildlife images. Conservation Biology 30, pp. 520–531. DOI: 10.1111/cobi.12695
- 40Wallace, J.B. and Webster, J.R. (1996) The role of macroinvertebrates in stream ecosystem function. Annual Review of Entomology, 41, pp. 115–139. DOI: 10.1146/annurev.en.41.010196.000555