References
Arimoro, F. O., & Keke, U. N. (2021). Stream biodiversity and monitoring in North Central, Nigeria: the use of macroinvertebrate indicator species as surrogates. Environmental Science and Pollution Research, 1-10.
Bazzanti, M., Della Bella, V., & Grezzi, F. (2009). Functional characteristics of macroinvertebrate communities in Mediterranean ponds (Central Italy): influence of water permanence and mesohabitat type. Paper presented at the Annales de Limnologie-International Journal of Limnology.
Beck, M. W., & Hatch, L. K. (2009). A review of research on the development of lake indices of biotic integrity. Environmental Reviews, 17(NA), 21-44.
Benjamini, Y., & Hochberg, Y. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal statistical society: series B (Methodological), 57(1), 289-300.
Buss, D. F., Baptista, D. F., Nessimian, J. L., & Egler, M. (2004). Substrate specificity, environmental degradation and disturbance structuring macroinvertebrate assemblages in neotropical streams. Hydrobiologia, 518(1), 179-188.
Cai, Y., Gong, Z., & Qin, B. (2012). Benthic macroinvertebrate community structure in Lake Taihu, China: effects of trophic status, wind-induced disturbance and habitat complexity. Journal of Great Lakes Research, 38(1), 39-48.
Cai, Y., Xu, H., Vilmi, A., Tolonen, K. T., Tang, X., Qin, B., . . . Heino, J. (2017). Relative roles of spatial processes, natural factors and anthropogenic stressors in structuring a lake macroinvertebrate metacommunity. Science of the Total Environment, 601, 1702-1711.
Clarke, K. R., & Gorley, R. N. (2001). Primer V5 (Plymouth routines in multivariate ecological research): user manual/tutorial: Primer-e.
Cooke, G. D., Welch, E. B., Peterson, S., & Nichols, S. A. (2016). Restoration and management of lakes and reservoirs: CRC press.
de Mendiburu, F., & de Mendiburu, M. F. (2019). Package ‘agricolae’. R Package, Version, 1-2.
Dimitriadou, E., Dolničar, S., & Weingessel, A. (2002). An examination of indexes for determining the number of clusters in binary data sets. Psychometrika, 67(1), 137-159.
Dodson, S. I., Arnott, S. E., & Cottingham, K. L. (2000). The relationship in lake communities between primary productivity and species richness. Ecology, 81(10), 2662-2679.
Dray, S., & Siberchicot, M. A. (2020). Package ‘ade4’. Université de Lyon, France.
Du, X., Song, D., Ming, K., Jin, X., Wang, H., Wang, L., . . . Huo, T. (2021). Response of macroinvertebrate communities to land use and water quality in Wudalianchi Lake. Ecology and evolution, 11(3), 1368-1377.
Dudgeon, D. (1999). Tropical Asian streams: zoobenthos, ecology and conservation (Vol. 1): Hong Kong University Press.
Dufrêne, M., & Legendre, P. (1997). Species assemblages and indicator species: the need for a flexible asymmetrical approach. Ecological monographs, 67(3), 345-366.
Federation, W. E., & Association, A. (2005). Standard methods for the examination of water and wastewater. American Public Health Association (APHA): Washington, DC, USA.
Feldman, R. S., & Connor, E. F. (1992). The relationship between pH and community structure of invertebrates in streams of the Shenandoah National Park, Virginia, USA. Freshwater Biology, 27(2), 261-276.
Free, G., Solimini, A. G., Rossaro, B., Marziali, L., Giacchini, R., Paracchini, B., . . . Fresner, R. (2009). Modelling lake macroinvertebrate species in the shallow sublittoral: relative roles of habitat, lake morphology, aquatic chemistry and sediment composition. Hydrobiologia, 633(1), 123-136.
Fu-hua, X., & Shu-ying, Z. (2010). Characteristics of heavy meatals and nutrients of core Huoshaohei sediments in Lianhuan lake. Paper presented at the 2010 International Conference on Mechanic Automation and Control Engineering.
Gerard, C., Poullain, V., Lance, E., Acou, A., Brient, L., & Carpentier, A. (2009). Influence of toxic cyanobacteria on community structure and microcystin accumulation of freshwater molluscs. Environmental pollution, 157(2), 609-617.
Giraudel, J., & Lek, S. (2001). A comparison of self-organizing map algorithm and some conventional statistical methods for ecological community ordination. Ecological Modelling, 146(1-3), 329-339.
Grizzetti, B., Lanzanova, D., Liquete, C., Reynaud, A., & Cardoso, A. (2016). Assessing water ecosystem services for water resource management. Environmental Science & Policy, 61, 194-203.
Haidekker, A., & Hering, D. (2008). Relationship between benthic insects (Ephemeroptera, Plecoptera, Coleoptera, Trichoptera) and temperature in small and medium-sized streams in Germany: a multivariate study. Aquatic Ecology, 42(3), 463-481.
Haifeng, X., Shuying, Z., Zhaohong, M., Jia, Z., Jing, L., Xiayun, X., & Enfeng, L. (2010). Analysis on Evolution of Total Nitrogen and Organic Matter in Sediment of Yamenxi Lake of Lianhuan Lake [J]. Natural Science Journal of Harbin Normal University, 5.
Huang, C., Wang, X., Yang, H., Li, Y., Wang, Y., Chen, X., & Xu, L. (2014). Satellite data regarding the eutrophication response to human activities in the plateau lake Dianchi in China from 1974 to 2009. Science of the Total Environment, 485, 1-11.
Jiang, W., Pan, B., Chen, J., Jiang, X., Shen, H., & Zhu, T. (2020). Macroinvertebrate Communities in a Lake of an Inter-Basin Water Transfer Project and Its Implications for Sustainable Management. Water, 12(7), 1900.
Jing, L., Shuying, Z., Yanshan, S., Haifeng, X., & Deqing, Z. (2009). Speciation Analysis of Heavy Metals in Sediment from Amuta lake of Lianhuan Lake [J]. Environmental Science and Management, 1.
Johnson, R. K., Furse, M. T., Hering, D., & Sandin, L. (2007). Ecological relationships between stream communities and spatial scale: implications for designing catchment‐level monitoring programmes. Freshwater Biology, 52(5), 939-958.
Johnson, R. K., Wiederholm, T., & Rosenberg, D. M. (1993). Freshwater biomonitoring using individual organisms, populations, and species assemblages of benthic macroinvertebrates. Freshwater biomonitoring and benthic macroinvertebrates, 40, 158.
Kłonowska-Olejnik, M., & Skalski, T. (2014). The effect of environmental factors on the mayfly communities of headwater streams in the Pieniny Mountains (West Carpathians). Biologia, 69(4), 498-507.
Kohonen, T. (2001). Self-organizing maps, ser. Information Sciences. Berlin: Springer, 30.
Kubosova, K., Brabec, K., Jarkovsky, J., & Syrovatka, V. (2010). Selection of indicative taxa for river habitats: a case study on benthic macroinvertebrates using indicator species analysis and the random forest methods. Hydrobiologia, 651(1), 101-114.
Li, F., Cai, Q., Jiang, W., & Qu, X. (2012). Macroinvertebrate relationships with water temperature and water flow in subtropical monsoon streams of Central China: implications for climate change. Fundamental and Applied Limnology-Archiv furHydrobiologie, 180(3), 221.
Li, S., Yang, W., Wang, L., Chen, K., Xu, S., & Wang, B. (2018). Influences of environmental factors on macroinvertebrate assemblages: differences between mountain and lowland ecoregions, Wei River, China. Environmental monitoring and assessment, 190(3), 1-13.
Lianjiang, W. L. Z. H. S., & Shulan, Z. L. H. D. L. (2011). Evaluation and Research of Water Quality Environment in Lianhuan Lake Hunting Ground. Chemical Industry Times, 08.
Likens, G. E. (2010). Lake ecosystem ecology: a global perspective: Academic Press.
Ma, Y., Li, J., Wu, J., Kong, Z., Feinstein, L. M., Ding, X., . . . Wu, L. (2018). Bacterial and fungal community composition and functional activity associated with lake wetland water level gradients. Scientific reports, 8(1), 1-12.
Mathur, P., Agarwal, S., & Nag, M. (2007). Assessment of physicochemical characteristics and suggested restoration measures for Pushkar Lake, Ajmer Rajasthan (India). Paper presented at the Proceedings of Taa2017: The 12th World Lake Conference.
McGeoch, M. A., Van Rensburg, B. J., & Botes, A. (2002). The verification and application of bioindicators: a case study of dung beetles in a savanna ecosystem. Journal of applied ecology, 39(4), 661-672.
Min, L. (2008). Ecological Characteristics of Corbicula fluminea and Its Effect on the Heavy Metals Accumulation. Journal of Anhui Agricultural Sciences, 36(1), 221.
Morse, J. C., Yang, L., & Tian, L. (1994). Aquatic insects of China useful for monitoring water quality: Hohai University Press.
Odountan, O. H., de Bisthoven, L. J., Abou, Y., & Eggermont, H. (2019). Biomonitoring of lakes using macroinvertebrates: recommended indices and metrics for use in West Africa and developing countries. Hydrobiologia, 826(1), 1-23.
Oksanen, J., Blanchet, F. G., Kindt, R., Legendre, P., Minchin, P. R., O’hara, R., . . . Wagner, H. (2013). Package ‘vegan’. Community ecology package, version, 2(9), 1-295.
Ormerod, S., Boole, P., McCahon, C., Weatherley, N., Pascoe, D., & Edwards, R. (1987). Short‐term experimental acidification of a Welsh stream: comparing the biological effects of hydrogen ions and aluminium. Freshwater Biology, 17(2), 341-356.
Ouyang, Z., Qian, S. S., Becker, R., & Chen, J. (2018). The effects of nutrients on stream invertebrates: a regional estimation by generalized propensity score. Ecological processes, 7(1), 1-13.
Park, Y.-S., Céréghino, R., Compin, A., & Lek, S. (2003). Applications of artificial neural networks for patterning and predicting aquatic insect species richness in running waters. Ecological Modelling, 160(3), 265-280.
Park, Y.-S., Tison, J., Lek, S., Giraudel, J.-L., Coste, M., & Delmas, F. (2006). Application of a self-organizing map to select representative species in multivariate analysis: a case study determining diatom distribution patterns across France. Ecological Informatics, 1(3), 247-257.
Peiffer, S., Beierkuhnlein, C., Sandhage-Hofmann, A., Kaupenjohann, M., & Bär, S. (1997). Impact of high aluminium loading on a small catchment area (thuringia slate mining area)—geochemical transformations and hydrological transport. Water, Air, and Soil Pollution, 94(3), 401-416.
Protasov, A. A. (2008). River and lake continua: an attempt at analysis and synthesis. Inland Water Biology, 1(2), 105-113.
Rai, A., Shah, D., Shah, R., & Milner, C. (2019). Influence of environmental parameters on benthic macroinvertebrate assemblages in the headwaters of Bagmati river, Kathmandu valley, Nepal. Banko Janakari, 29(1), 53-61.
Revelle, W., & Revelle, M. W. (2015). Package ‘psych’. The comprehensive R archive network, 337, 338.
Richman, L. A., & Somers, K. (2010). Monitoring metal and persistent organic contaminant trends through time using quagga mussels (Dreissena bugensis) collected from the Niagara River. Journal of Great Lakes Research, 36(1), 28-36.
Roberts, D. W., & Roberts, M. D. W. (2016). Package ‘labdsv’. Ordination and Multivariate, 775.
Selvanayagam, M., & Abril, R. (2016). Use of benthic macro invertebrates as a biological indicator in assessing water quality of river Puyo, Puyo, Pastaza, Ecuador. American Journal of Life Sciences, 4(1), 1-12.
Shostell, J. M., & Williams, B. S. (2007). Habitat complexity as a determinate of benthic macroinvertebrate community structure in cypress tree reservoirs. Hydrobiologia, 575(1), 389-399.
Song, M.-Y., Hwang, H.-J., Kwak, I.-S., Ji, C. W., Oh, Y.-N., Youn, B. J., & Chon, T.-S. (2007). Self-organizing mapping of benthic macroinvertebrate communities implemented to community assessment and water quality evaluation. Ecological Modelling, 203(1-2), 18-25.
Sun, L., Zang, S., Xiao, H., & Sun, H. (2010). Sedimentary record of heavy metals and nutrient elements in core sediments from Talahong sub-lake in the Lianhuan lake. Geogr Geo-Information Sci, 26(4), 99-103.
Team, R. C. (2019). 2020. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria: Available at: https://www . R-project. org/.[Google Scholar].
Ter Braak, C. J., & Verdonschot, P. F. (1995). Canonical correspondence analysis and related multivariate methods in aquatic ecology. Aquatic sciences, 57(3), 255-289.
Tilzer, M. M., & Serruya, C. (2012). Large lakes: ecological structure and function: Springer Science & Business Media.
Uwadiae, R. (2016). Benthic macroinvertebrate community and chlorophyll a (chl-a) concentration in sediment of three polluted sites in the Lagos Lagoon, Nigeria. Journal of Applied Sciences and Environmental Management, 20(4), 1137-1145.
Vaughn, C. C., & Hakenkamp, C. C. (2001). The functional role of burrowing bivalves in freshwater ecosystems. Freshwater Biology, 46(11), 1431-1446.
Wang, H. (2002). Studies on taxonomy, distribution and ecology of microdrile oligochaetes of China, with descriptions of two new species from the vicinity of the Great Wall Station of China, Antarctica. Higher Education (HEP), Beijing.
Wang, J. (2003). Tolerance values of benthic macroinvertebrates and bioassessment of water quality in the Lushan Nature Reserve. Chinese Journal of Applied and Environmental Biology, 9(3), 279-284.
Wang, L., Robertson, D. M., & Garrison, P. J. (2007). Linkages between nutrients and assemblages of macroinvertebrates and fish in wadeable streams: implication to nutrient criteria development. Environmental management, 39(2), 194-212.
Wang, R., Dearing, J. A., Doncaster, C. P., Yang, X., Zhang, E., Langdon, P. G., . . . Xu, M. (2019). Network parameters quantify loss of assemblage structure in human‐impacted lake ecosystems. Global change biology, 25(11), 3871-3882.
Ward, J. (1989). The four-dimensional nature of lotic ecosystems. Journal of the North American Benthological Society, 8(1), 2-8.
Wen-hua, W. (2012). Water Quality Analysis and Composition of Plankton from Lianhuan Lake (Huoshaohei Lake). Journal of Anhui Agricultural Sciences.
White, J., & Irvine, K. (2003). The use of littoral mesohabitats and their macroinvertebrate assemblages in the ecological assessment of lakes. Aquatic Conservation: Marine and Freshwater Ecosystems, 13(4), 331-351.
Wijesiri, B., Deilami, K., & Goonetilleke, A. (2018). Evaluating the relationship between temporal changes in land use and resulting water quality. Environmental pollution, 234, 480-486.
Wu, F., Xie, Z., Lan, Y., Dupont, S., Sun, M., Cui, S., . . . Hu, M. (2018). Short-term exposure of Mytilus coruscus to decreased pH and salinity change impacts immune parameters of their haemocytes. Frontiers in physiology, 9, 166.
Xiao, H., Zang, S., Guan, Y., Liu, S., Gao, Y., Sun, Q., . . . Pei, X. (2014). Assessment of potential risks associated with heavy metal contamination in sediment in Aobaopao Lake, China, determined from sediment cores. Ecotoxicology, 23(4), 527-537.
Yu, G., Harrison, S. P., & Xue, B. (2001). Lake status records from China: data base documentation: Citeseer.
Yu, S., Xu, Z., Wu, W., & Zuo, D. (2016). Effect of land use types on stream water quality under seasonal variation and topographic characteristics in the Wei River basin, China. Ecological Indicators, 60, 202-212.
Yu, Z., Wang, H., Miao, M., Kong, Q., Quan, Q., Wang, R., & Liu, J. (2020). Long-term monitoring of community succession in impoundment lake: Responses of macroinvertebrate to South-to-North Water Diversion Project. Ecological Indicators, 118, 106734.
Zhang, Q., Yang, T., Wan, X., Wang, Y., & Wang, W. (2021). Community characteristics of benthic macroinvertebrates and identification of environmental driving factors in rivers in semi-arid areas–A case study of Wei River Basin, China. Ecological Indicators, 121, 107153.
Zhijun, G., Ping, X., Huijuan, T., & Shida, W. (2001). The influence of eutrophycation upon community structure and biodiversity of macrozoobenthos. Shui Sheng Sheng wu Hsueh bao= Acta Hydrobiologica Sinica, 25(3), 210-216.