Abstract
Changes in stream biodiversity are now mainly driven by land-use development. However, a literature review on the impact of land use on stream macroinvertebrates is lacking, especially a scientometric review. Here, we bibliometrically analyzed the literature on land use and stream macroinvertebrates that were published in 2010–2021 and listed in the Web of Science database. We found that the impact of land use on stream macroinvertebrates had been increasingly studied and that these studies were distributed across the globe and had multi-national collaborations. Through co-citation analysis and high-frequency keyword analysis, we found that land use and some environmental factors, especially water quality and habitat, affected macroinvertebrate community biodiversity, biotic integrity, and patterns. Macroinvertebrate traits, analytical methods or models, evaluation index development, and riparian vegetation were the research hotspots. Using historical direct citation network analysis, we also found that the analytical methods in this field and the macroinvertebrate evaluation index had clear development trends from 2010 to 2021. Our findings can help researchers quickly grasp the background of the impact of land use on stream macroinvertebrates and inform future research.
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References
Allan, J. D. (2004). Landscapes and riverscapes: the influence of land use on stream ecosystems. Annual Review of Ecology Evolution and Systematics, 35, 257–284. https://doi.org/10.1146/annurev.ecolsys.35.120202.110122
Allan, J. D., Erickson, D. L., & Fay, J. (1997). The influence of catchment land use on stream integrity across multiple spatial scales. Freshwater Biology, 37, 149–161. https://doi.org/10.1046/j.1365-2427.1997.d01-546.x
Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007
Baker, M. E., & King, R. S. (2010). A new method for detecting and interpreting biodiversity and ecological community thresholds. Methods in Ecology and Evolution, 1(1), 25–37. https://doi.org/10.1111/j.2041-210X.2009.00007.x
Belletti, B., Garcia de Leaniz, C., Jones, J., Bizzi, S., Börger, L., Segura, G., Castelletti, A., van de Bund, W., Aarestrup, K., Barry, J., Belka, K., Berkhuysen, A., Birnie-Gauvin, K., Bussettini, M., Carolli, M., Consuegra, S., Dopico, E., Feierfeil, T., Fernández, S., … Zalewski, M. (2020). More than one million barriers fragment Europe’s rivers. Nature, 588(7838), 436–441. https://doi.org/10.1038/s41586-020-3005-2
Bonada, N., Prat, N., Resh, V. H., & Statzner, B. (2006). Developments in aquatic insect biomonitoring: a comparative analysis of recent approaches. Annual Review of Entomology, 51, 495–523. https://doi.org/10.1146/annurev.ento.51.110104.151124
Chen, C. (2017). Science mapping: A systematic review of the literature. Journal of Data and Information Science, 2(2), 1–40. https://doi.org/10.1515/jdis-2017-0006
Chen, K., Hughes, R. M., Xu, S., Zhang, J., Cai, D., & Wang, B. (2014). Evaluating performance of macroinvertebrate-based adjusted and unadjusted multi-metric indices (MMI) using multi-season and multi-year samples. Ecological Indicators, 36, 142–151. https://doi.org/10.1016/j.ecolind.2013.07.006
Cox, B., Oeding, S., & Taffs, K. (2019). A comparison of macroinvertebrate-based indices for biological assessment of river health: a case example from the sub-tropical Richmond River Catchment in northeast New South Wales, Australia. Ecological Indicators, 106, 105479.1-105479.8. https://doi.org/10.1016/j.ecolind.2019.105479
Damanik-Ambarita, M. N., Boets, P., Thi, H. T. N., Forio, M. A. E., Everaert, G., Lock, K., Musonge, P. L. S., Suhareva, N., Bennetsen, E., Gobeyn, S., Ho, T. L., Dominguez-Granda, L., & Goethals, P. L. M. (2018). Impact assessment of local land use on ecological water quality of the Guayas river basin (Ecuador). Ecological Informatics, 48, 226–237. https://doi.org/10.1016/j.ecoinf.2018.08.009
Fierro, P., Bertran, C., Tapia, J., Hauenstein, E., Pena-Cortes, F., Vergara, C., Cerna, C., & Vargas-Chacoff, L. (2017). Effects of local land-use on riparian vegetation, water quality, and the functional organization of macroinvertebrate assemblages. Science of the Total Environment, 609, 724–734. https://doi.org/10.1016/j.scitotenv.2017.07.197
Firmiano, K. R., Cañedo-Argüelles, M., Gutiérrez-Cánovas, C., Macedo, D. R., Linares, M. S., Bonada, N., & Callisto, M. (2021). Land use and local environment affect macroinvertebrate metacommunity organization in Neotropical stream networks. Journal of Biogeography, 48(3), 479–491. https://doi.org/10.1111/jbi.14020
Freeman, L. C. (1977). A set of measures of centrality based on betweenness. Sociometry, 40, 35–41. https://doi.org/10.2307/3033543
Garfield, E. (2004). Historiographic mapping of knowledge domains literature. Journal of Information Science, 30(2), 119–145. https://doi.org/10.1177/0165551504042802
Giri, S., Zhang, Z., Krasnuk, D., & Lathrop, R. G. (2019). Evaluating the impact of land uses on stream integrity using machine learning algorithms. Science of the Total Environment, 696. https://doi.org/10.1016/j.scitotenv.2019.133858.
Grill, G., Lehner, B., Thieme, M., Geenen, B., Tickner, D., Antonelli, F., Babu, S., Borrelli, P., Cheng, L., Crochetiere, H., Ehalt Macedo, H., Filgueiras, R., Goichot, M., Higgins, J., Hogan, Z., Lip, B., McClain, M. E., Meng, J., Mulligan, M., … Zarfl, C. (2019). Mapping the world’s free-flowing rivers. Nature, 569(7755), 215–221. https://doi.org/10.1038/s41586-019-1111-9
Harding, J. S., Benfield, E. F., Bolstad, P. V., Helfman, G. S., & Jones, E. B. D. (1998). Stream biodiversity: The ghost of land use past. Proceedings of the National Academy of Sciences, 95, 14843–14847. https://doi.org/10.1073/pnas.95.25.14843
Helson, J. E., & Williams, D. D. (2013). Development of a macroinvertebrate multimetric index for the assessment of low-land streams in the neotropics. Ecological Indicators, 29, 167–178. https://doi.org/10.1016/j.ecolind.2012.12.030
Herlihy, A. T., Sifneos, J. C., Hughes, R. M., Peck, D. V., & Mitchell, R. M. (2020). The relation of lotic fish and benthic macroinvertebrate condition indices to environmental factors across the conterminous USA. Ecological Indicators, 112. https://doi.org/10.1016/j.ecolind.2019.105958
Hirsch, J. E. (2005). An index to quantify an individual’s scientific research output. Proceedings of the National Academy of Sciences, 102(46), 16569–16572. https://doi.org/10.1073/pnas.0507655102
Iñiguez-Armijos, C., Hampel, H., & Breuer, L. (2018). Land-use effects on structural and functional composition of benthic and leaf-associated macroinvertebrates in four Andean streams. Aquatic Ecology, 52(1), 77–92. https://doi.org/10.1007/s10452-017-9646-z
Johnson, L. B., & Host, G. E. (2010). Recent developments in landscape approaches for the study of aquatic ecosystems. Journal of the North American Benthological Society, 29(1), 41–66. https://doi.org/10.1899/09-030.1
Jourdan, J., Plath, M., Tonkin, J. D., Ceylan, M., Dumeier, A. C., Gellert, G., Graf, W., Hawkins, C. P., Kiel, E., Lorenz, A. W., Matthaei, C. D., Verdonschot, P. F. M., Verdonschot, R. C. M., & Haase, P. (2019). Reintroduction of freshwater macroinvertebrates: Challenges and opportunities. Biological Reviews, 94, 368–387. https://doi.org/10.1111/brv.12458
Kail, J., Arle, J., & Jähnig, S. C. (2012). Limiting factors and thresholds for macroinvertebrate assemblages in European rivers: Empirical evidence from three datasets on water quality, catchment urbanization, and river restoration. Ecological Indicators, 18, 63–72. https://doi.org/10.1016/j.ecolind.2011.09.038
King, R. S., Baker, M. E., Kazyak, P. F., & Weller, D. E. (2011). How novel is too novel? Stream community thresholds at exceptionally low levels of catchment urbanization. Ecological Applications, 21(5), 1659–1678. https://doi.org/10.1890/10-1357.1
Krynak, E. M., Lindo, Z., & Yates, A. G. (2019). Patterns and drivers of stream benthic macroinvertebrate beta diversity in an agricultural landscape. Hydrobiologia, 837, 61–75. https://doi.org/10.1007/s10750-019-3961-4
Krynak, E. M., & Yates, A. G. (2018). Benthic invertebrate taxonomic and trait associations with land use in an intensively managed watershed: Implications for indicator identification. Ecological Indicators, 93, 1050–1059. https://doi.org/10.1016/j.ecolind.2018.06.002
Kuzmanovic, M., Dolédec, S., de Castro-Catala, N., Ginebreda, A., Sabater, S., Muñoz, I., & Barceló, D. (2017). Environmental stressors as a driver of the trait composition of benthic macroinvertebrate assemblages in polluted Iberian rivers. Environmental Research, 156, 485–493. https://doi.org/10.1016/j.envres.2017.03.054
Lai, J., Lortie, C. J., Muenchen, R. A., Yang, J., & Ma, K. (2019). Evaluating the popularity of R in ecology. Ecosphere, 10(1), e02567. https://doi.org/10.1002/ecs2.2567
Leps, M., Sundermann, A., Tonkin, J. D., Lorenz, A. W., & Haase, P. (2016). Time is no healer: Increasing restoration age does not lead to improved benthic invertebrate communities in restored river reaches. Science of the Total Environment, 557–558, 722–732. https://doi.org/10.1016/j.scitotenv.2016.03.120
Leps, M., Tonkin, J. D., Dahm, V., Haase, P., & Sundermann, A. (2015). Disentangling environmental drivers of benthic invertebrate assemblages: The role of spatial scale and riverscape heterogeneity in a multiple stressor environment. Science of the Total Environment, 536, 546–556. https://doi.org/10.1016/j.scitotenv.2015.07.083
Ligeiro, R., Hughes, R. M., Kaufmann, P. R., MacEdo, D. R., Firmiano, K. R., Ferreira, W. R., Oliveira, D., Melo, A. S., & Callisto, M. (2013). Defining quantitative stream disturbance gradients and the additive role of habitat variation to explain macroinvertebrate taxa richness. Ecological Indicators, 25, 45–57. https://doi.org/10.1016/j.ecolind.2012.09.004
Liu, Z., Li, Z., Castro, D. M. P., Tan, X., Jiang, X., Meng, X., Ge, Y., & Xie, Z. (2021). Effects of different types of land-use on taxonomic and functional diversity of benthic macroinvertebrates in a subtropical river network. Environmental Science and Pollution Research, 28(32), 44339–44353. https://doi.org/10.1007/s11356-021-13867-w
Lundquist, M. J., & Zhu, W. (2019). Aquatic insect diversity in streams across a rural-urban land-use discontinuum. Hydrobiologia, 837(1), 15–30. https://doi.org/10.1007/s10750-019-3955-2
MacEdo, D. R., Hughes, R. M., Ferreira, W. R., Firmiano, K. R., Silva, D. R. O., Ligeiro, R., Kaufmann, P. R., & Callisto, M. (2016). Development of a benthic macroinvertebrate multimetric index (MMI) for Neotropical savanna headwater streams. Ecological Indicators, 64, 132–141. https://doi.org/10.1016/j.ecolind.2015.12.019
Mantyka-Pringle, C., Martin, T. G., Mofffatt, D. B., Linke, S., Rhodes, J. R., & Arnott, S. (2014). Understanding and predicting the combined effects of climate change and land-use change on freshwater macroinvertebrates and fish. Journal of Applied Ecology, 51, 572–581. https://doi.org/10.1111/1365-2664.12236
Marrochi, M. N., Hunt, L., Solis, M., Scalise, A. M., Fanelli, S. L., Bonetto, C., & Mugni, H. (2021). Land-use impacts on benthic macroinvertebrate assemblages in pampean streams (Argentina). Journal of Environmental Management, 279. https://doi.org/10.1016/j.jenvman.2020.111608
Masese, F. O., Kitaka, N., Kipkemboi, J., Gettel, G. M., Irvine, K., & McClain, M. E. (2014). Macroinvertebrate functional feeding groups in Kenyan highland streams: Evidence for a diverse shredder guild. Freshwater Science, 33(2), 435–450. https://doi.org/10.1086/675681
Matomela, N. H., Chakona, A., & Kadye, W. T. (2021). Comparative assessment of macroinvertebrate communities within three Afromontane headwater streams influenced by different land use patterns. Ecological Indicators, 129. https://doi.org/10.1016/j.ecolind.2021.107972
Messager, M. L., Lehner, B., Cockburn, C., Lamouroux, N., Pella, H., Snelder, T., Tockner, K., Trautmann, T., Watt, C., & Datry, T. (2021). Global prevalence of non-perennial rivers and streams. Nature, 594, 391–397. https://doi.org/10.1038/s41586-021-03565-5
Mwaijengo, G. N., Msigwa, A., Njau, K. N., Brendonck, L., & Vanschoenwinkel, B. (2020). Where does land use matter most? Contrasting land use effects on river quality at different spatial scales. Science of the Total Environment, 715. https://doi.org/10.1016/j.scitotenv.2019.134825
Nakagawa, S., Samarasinghe, G., Haddaway, N. R., Westgate, M. J., O’Dea, R. E., Noble, D. W. A., & Lagisz, M. (2018). Research weaving: Visualizing the future of research synthesis. Trends in Ecology & Evolution, 34, 224–238. https://doi.org/10.1016/j.tree.2018.11.007
Palmer, M. A., & Filoso, S. (2009). Restoration of ecosystem services for environmental markets. Science, 325(5940), 575–576. https://doi.org/10.1126/science.1172976
Pearson, R. G., Connolly, N., Benson, L. J., Cairns, A., Clayton, P., Crossland, M., Hortle, K. G., Leonard, K., & Nolen, J. (2019). Invertebrate responses to land use in tropical streams: Discrimination of impacts enhanced by analysis of discrete areas. Marine and Freshwater Research, 70(4), 563–575. https://doi.org/10.1071/MF18177
Petsch, D. K., Blowes, S. A., Melo, A. S., & Chase, J. M. (2021a). A synthesis of land use impacts on stream biodiversity across metrics and scales. Ecology, 102(11). https://doi.org/10.1002/ecy.3498
Petsch, D. K., Saito, V. S., Landeiro, V. L., Silva, T. S. F., Bini, L. M., Heino, J., Soininen, J., Tolonen, K. T., Jyrkänkallio-Mikkola, J., Pajunen, V., Siqueira, T., & Melo, A. S. (2021b). Beta diversity of stream insects differs between boreal and subtropical regions, but land use does not generally cause biotic homogenization. Freshwater Science, 40(1), 53–64. https://doi.org/10.1086/712565
Pilière, A. F. H., Verberk, W. C. E. P., Gräwe, M., Breure, A. M., Dyer, S. D., Posthuma, L., Zwart, D. D. E., Huijbregts, M. A. J., & Schipper, A. M. (2015). On the important of trait interrelationships for understanding environmental responses of stream macroinvertebrates. Freshwater Biology, 61(2), 181–194. https://doi.org/10.1111/fwb.12690
R Core Team. (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/
Silva, D. R. O., Herlihy, A. T., Hughes, R. M., & Callisto, M. (2017). An improved macroinvertebrate multimetric index for the assessment of wadeable streams in the Neotropical savanna. Ecological Indicators, 81, 514–525. https://doi.org/10.1016/j.ecolind.2017.06.017
Silva, D. R. O., Herlihy, A. T., Hughes, R. M., Macedo, D. R., & Callisto, M. (2018). Assessing the extent and relative risk of aquatic stressors on stream macroinvertebrate assemblages in the Neotropical savanna. Science of the Total Environment, 633, 179–188. https://doi.org/10.1016/j.scitotenv.2018.03.127
Sitati, A., Raburu, P. O., Yegon, M. J., & Masese, F. O. (2021). Land-use influence on the functional organization of Afrotropical macroinvertebrate assemblages. Limnologica, 88. https://doi.org/10.1016/j.limno.2021.125875
Sundermann, A., Leps, M., Leisner, S., & Haase, P. (2015). Taxon-specific physico-chemical change points for stream benthic invertebrates. Ecological Indicators, 57, 314–323. https://doi.org/10.1016/j.ecolind.2015.04.043
Tao, J., Che, R., He, D., Yan, Y., Sui, X., & Chen, Y. (2015). Trends and potential cautions in food web research from a bibliometric analysis. Scientometrics, 105(1), 435–447. https://doi.org/10.1007/s11192-015-1679-2
Villeneuve, B., Piffady, J., Valette, L., Souchon, Y., & Usseglio-Polatera, P. (2018). Direct and indirect effects of multiple stressors on stream invertebrates across watershed, reach and site scales: A structural equation modelling better informing on hydromorphological impacts. Science of the Total Environment, 612, 660–671. https://doi.org/10.1016/j.scitotenv.2017.08.197
Vörösmarty, C. J., McIntyre, P. B., Gessner, M. O., Dudgeon, D., Prusevich, A., Green, P., Glidden, S., Bunn, S. E., Sullivan, C. A., Liermann, C. R., & Davies, P. M. (2010). Global threats to human water security and river biodiversity. Nature, 467, 555–561. https://doi.org/10.1038/nature09440
Waite, I. R., Brown, L. R., Kennen, J. G., May, J. T., Cuffney, T. F., Orlando, J. L., & Jones, K. A. (2010). Comparison of watershed disturbance predictive models for stream benthic macroinvertebrates for three distinct ecoregions in western US. Ecological Indicators, 10(6), 1125–1136. https://doi.org/10.1016/j.ecolind.2010.03.011
Wang, J., Ding, L., Tao, J., Ding, C., & He, D. (2019a). The effects of dams on macroinvertebrates: Global trends and insights. River Research and Applications, 35(6), 702–713. https://doi.org/10.1002/rra.3431
Wang, L., Gao, Y., Han, B. P., Fan, H., & Yang, H. (2019b). The impacts of agriculture on macroinvertebrate communities: From structural changes to functional changes in Asia’s cold region streams. Science of the Total Environment, 676, 155–164. https://doi.org/10.1016/j.scitotenv.2019.04.272
Wang, X., Zhang, Y., Tan, X., Zheng, Y., & Zhang, Q. (2021a). Do water quality, land use, or benthic diatoms drive macroinvertebrate functional feeding groups in a subtropical mountain stream? Inland Waters, 11(1), 67–77. https://doi.org/10.1080/20442041.2020.1816111
Wang, Y., Jia, Y., Li, Z., Tao, J., Lin, L., Chen, K., Liu, Z., Tan, X., & Zhang, Q. (2021b). Trophic structure in response to land use in subtropical streams. Ecological Indicators, 127. https://doi.org/10.1016/j.ecolind.2021.107746
Ward, J., Tockner, K., Arscott, D., & Claret, C. (2002). Riverine landscape diversity. Freshwater Biology, 47, 517–539. https://doi.org/10.1046/j.1365-2427.2002.00893.x
Whorley, S. B., Smucker, N. J., Kuhn, A., & Wehr, J. D. (2019). Urbanisation alters fatty acids in stream food webs. Freshwater Biology, 64(5), 984–996. https://doi.org/10.1111/fwb.13279
Xie, H., Zhang, Y., Zeng, X., & He, Y. (2020). Sustainable land use and management research: A scientometric review. Landscape Ecology, 35(11), 2381–2411. https://doi.org/10.1007/s10980-020-01002-y
Yadamsuren, O., Morse, J. C., Hayford, B., Gelhaus, J. K., & Adler, P. H. (2020). Macroinvertebrate community responses to land use: A trait-based approach for freshwater biomonitoring in Mongolia. Hydrobiologia, 847(8), 1887–1902. https://doi.org/10.1007/s10750-020-04220-2
Yuan, J., Li, Q., & Zhao, Y. (2022). The research trend on arsenic pollution in freshwater: A bibliometric review. Environmental Monitoring and Assessment, 194, 602. https://doi.org/10.1007/s10661-022-10188-4
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We appreciate Dr. Russell Doughty’s assistance with the English editing. Our work was supported by the CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences.
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This work was financially supported by the National Key R&D Program of China (No. 2018YFD0900806) and the Natural Science Foundation of China (No. 31720103905).
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This research was designed by Xiang Tan and Xingzhong Wang. The data analysis was carried out by Xingzhong Wang and Ying Zheng, and Xingzhong Wang wrote the original manuscript. The paper was corrected by Jie Li, Lu Tan, Jianliang Yao, and Qingna Shen, who also offered a large number of constructive comments, suggestions, and revisions.
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Wang, X., Li, J., Tan, L. et al. The impact of land use on stream macroinvertebrates: a bibliometric analysis for 2010–2021. Environ Monit Assess 195, 613 (2023). https://doi.org/10.1007/s10661-023-11235-4
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DOI: https://doi.org/10.1007/s10661-023-11235-4