Abstract
In the shallow eutrophic lakes in cold, arid regions, the phytoplankton functional groups and the factors that drive their spatiotemporal variabilities remain unclear. Samples were collected from Lake Ulansuhai in April, August, and October 2017 (wet season) and January 2018 (dry season). Based on the functional group classification method, 23 phytoplankton functional groups with 5 major ones were identified. During the wet season, high amounts of nutrients, elevated temperatures, and heavy rainfall produced spatiotemporal variabilities in phytoplankton communities, whereas during the dry season, the frozen period was the critical factor that determined the spatiotemporal variabilities in the phytoplankton communities. Through redundancy analyses, total nitrogen and total phosphorus concentrations were observed to directly affect the phytoplankton growth; algal growth affected the chemical oxygen demand, and pH and environmental factors interacted with the phytoplankton growth. These results highlight the complex feedbacks of shallow eutrophic lake ecosystems in arid regions. Group TC (represented by Lyngbya) was correlated with Huangtai algae. In August, a Huangtai algal bloom resulted in a relatively stable water column, which was conducive to group TC growth. Therefore, the presence of certain phytoplankton functional groups can indicate the current lake conditions by identifying the coverage of Huangtai algae, which provides a scientific basis for an early warning of a potential algal bloom.
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An, R., Wang, F., Yu, H., & Ma, C. (2016). Characteristics and physical factors of phytoplankton functional groups in small Xingkai lake. Research of Environmental Sciences, 29(7), 985–994.
Becker, V., Caputo, L., Ordonez, J., Marce, R., Armengol, J., Crossetti, L. O., & Huszar, V. L. (2010). Driving factors of the phytoplankton functional groups in a deep Mediterranean reservoir. Water Research, 44(11), 3345–3354.
Bonilla, S., Conde, D., Aubriot, L., & Pérez, M. d. C. (2005). Influence of hydrology on phytoplankton species composition and life strategies in a subtropical coastal lagoon periodically connected with the Atlantic Ocean. Estuaries, 28(6), 884–895.
Borics, G., Tóthmérész, B., & Lukács, B. (2012). Functional groups of phytoplankton shaping diversity of shallow lake ecosystems. Hydrobiologia, 698(1), 251–262.
Brook, A. J. (1959). The status of desmids in the plankton and the determination of phytoplankton quotients. Journal of Ecology, 47(2), 429–445.
Cao, Y. C. (2012). Path analysis on competition of nitrogen and phosphorus among Nannochloropsis oculata, Cryptomonas erosa, and Oscillatoria chlorine. Progress in Fishery Sciences, 33(4), 100–106.
Cao, J., Hou, Z., Li, Z., Chu, Z., Yang, P., & Zheng, B. (2018). Succession of phytoplankton functional groups and their driving factors in a subtropical plateau lake. Science of the Total Environment, 631-632, 1127–1137.
Chen, L. L., Zou, H., Yan, Z., & Zhang, H. J. (2014). Phytoplankton community characteristics and ecological assessment of water quality in Xiaoxi Port. Research of Environmental Sciences, 27(9), 1016–1023.
Chen, Q., Yu, R., Hao, Y., Wu, L., Zhang, W., Zhang, Q., & Bu, X. (2018). A new method for mapping aquatic vegetation especially underwater vegetation in Lake Ulansuhai using GF-1 satellite data. Remote Sensing, 10(8), 1279.
Crossetti, L., & Bicudo, C. (2008). Phytoplankton as a monitoring tool in a tropical urban shallow reservoir (Gar.as Pond): the assemblage index application. Hydrobiologia, 610(1), 161–173.
da Costa, M. R. A., Attayde, J. L., & Becker, V. (2015). Effects of water level reduction on the dynamics of phytoplankton functional groups in tropical semi-arid shallow lakes. Hydrobiologia, 778(1), 75–89.
Dai, G., Li, J., Li, L., & Song, L. (2012). The spatio-temporal pattern of phytoplankton in the north basin of Lake Dianchi and related environmental factors. Acta Hydrobiologica Sinica, 36(5), 947–956.
de Souza, D. G., Bueno, N. C., Bortolini, J. C., Rodrigues, L. C., Bovo-Scomparin, V. M., & de Souza Franco, G. M. (2016). Phytoplankton functional groups in a subtropical Brazilian reservoir: responses to impoundment. Hydrobiologia, 779(1), 47–57.
Doblin, M., Thompson, P., Revill, A., Butler, E., Blackburn, S., & Hallegraeff, G. (2006). Vertical migration of the toxic dinoflagellate Gymnodinium catenatum under different concentrations of nutrients and humic substances in culture. Harmful Algae, 5(6), 665–677.
Dong, J., Li, G. B., & Song, L. R. (2014). Historical changes of phytoplankton functional groups in Lake Fuxian,Lake Erhai and Lake Dianchi since 1960s. Journal of Lake Sciences, 26(5), 735–742.
Fadel, A., Atoui, A., Lemaire, B. J., Vincon-Leite, B., & Slim, K. (2015). Environmental factors associated with phytoplankton succession in a Mediterranean reservoir with a highly fluctuating water level. Environmental Monitoring and Assessment, 187(10), 633.
Fan, C., Liu, Y., Guo, Y., Mao, W., Zheng, N., & Sakina Yasinjan. (2011). Effects of Spirogyra on the cyanobacteria recruitment and phytoplankton community structure. Acta Scientiae Circumstantiae, 31(10), 2133–2137.
Hall, R. I., & Smol, J. P. (2010). Diatoms as indicators of lake eutrophication. In E. F. Stoermer & J. P. Smol (Eds.), The diatoms: applications for the environmental and earth sciences (2nd ed., pp. 122–151). Cambridge: Cambridge University Press.
He, S., Yu, F., & Liu, Y. (2009). Evaluation on black-odorous water related with Euglenophyta abundance and biomass in the Gu River of Guangzhou City. Acta Scientiae Circumstantiae, 39(3), 696–705.
Heino, J. (2010). Are indicator groups and cross-taxon congruence useful for predicting biodiversity in aquatic ecosystems? Ecological Indicators, 10(2), 112–117.
Hu, H., Wei, Y. (2006). Freshwater algae in China--system, classification and ecology. Science Press.
Hu, S., Gao, Y., & Zhang, S. (2009). Distribution of nutrients and ecological indexes of diatom about Moon Lake in Wuhan. Ecology and Environmental Sciences, 18(3), 856–864.
Jeppesen, E., Jensen, J. P., Søndergaard, M., Lauridsen, T., & Landkildehus, F. (2000). Trophic structure, species richness and biodiversity in Danish lakes: changes along a phosphorus gradient. Freshwater Biology, 45(2), 201–218.
Lampitt, R. S., Wishner, K. F., Turley, C. M., & Angel, M. V. (1993). Marine snow studies in the Northeast Atlantic Ocean: distribution, composition and role as a food source for migrating plankton. Marine Biology, 116(4), 689–702.
Lei, G. Y. (2009). The characteristics and mechanisms of nitrogen and phosphorus removal and inhabition of microalgal species by filamentous green algae. Harbin: Doctor, Harbin Institute of Technology.
Lei, H. J., Wang, G., Wen, S. Q., Zhang, L. Y., & Pan, H. W. (2012). Assessment on the evolution characteristics and eutrophication of water quality in Wuliangsuhai Lake. Journal of North China Institute of Water Conservancy and Hydroelectric Power, 33(2), 131–133.
Li, X., He, T. T., & Gou, M. M. (2018a). CCA analysis of phytoplankton community characteristics and environmental factors in Wuliangsuhai Lake during ice - season. Journal of Northeast Agricultural University, 49(4), 67–78.
Li, L., Li, Q., Chen, J. A., Wang, J., Jiao, S., & Chen, F. (2018b). Temporal and spatial distribution of phytoplankton functional groups and role of environment factors in a deep subtropical reservoir. Journal of Oceanology and Limnology, 36(3), 761–771.
Liu, C. G., Qiu, J. Q., Wang, W., & Zhuang, Y. Y. (2004). Advances on theory of biomanipulation in control of eutrophicated lakes. Journal of Agro-Environmental Science, 23(1), 198–201.
Liu, H., Zou, J. Y., Rong, G. W., Wang, Y. W., Yan, C. Q., & Hao, Y. Y. (2015). Removal efficiency of COD in wastewater by natural algae. Journal of Engineering of Heilongjiang University, 6(2), 39–41.
Lu, X., Tian, C., & Pei, H. (2013). Environmental factors influencing cyanobacteria community structure in Dongping Lake, China. Journal of Environmental Sciences, 25(11), 2196–2206.
Ma, J., & Lei, G. (2008). Characteristics of phosphorus removal and growth inhabition of micro-algal species by Spirogyra. Acta Scientiae Circumstantiae, 28(3), 476–483.
Makarewicz, J. C. (1993). Phytoplankton biomass and species composition in Lake Erie, 1970 to 1987. Journal of Great Lakes Research, 19(2), 258–274.
Mao, X., Wei, X., Yuan, D., Jin, Y., & Jin, X. (2018). An ecological-network-analysis based perspective on the biological control of algal blooms in Lake Ulansuhai, China. Ecological Modelling, 386, 11–19.
Mosisch, T. D., Bunn, S. E., Davies, P. M., & Marshall, C. J. (1999). Effects of shade and nutrient manipulation on periphyton growth in a subtropical stream. Aquatic Botany, 64(2), 167–177.
Nalewajko, C., & Murphy, T. P. (2001). Effects of temperature, and availability of nitrogen and phosphorus on the abundance of Anabaena and Microcystis in Lake Biwa, Japan: an experimental approach. Limnology, 2(1), 45–48.
O'Neil, J., & Davis, T. (2012). The rise of harmful cyanobacteria blooms: the potential roles of eutrophication and climate change. Harmful Algae, 14, 313–334.
Padisák, J., Borics, G., Grigorszky, I., & Soróczki-Pintér, É. (2006). Use of phytoplankton assemblages for monitoring ecological status of lakes within the water framework directive: the assemblage index. Hydrobiologia, 553(1), 1–14.
Padisák, J., Crossetti, L. O., & Naselli-Flores, L. (2009). Use and misuse in the application of the phytoplankton functional classification: a critical review with updates. Hydrobiologia, 621(1), 1–19.
Peng, K., Taimin, L. I., Liu, L., Zou, W., Tianhao, W. U., & Gong, Z. (2018). Community structure of phytoplankton and bio-assessment of water quality in Lake Luoma, northern Jiangsu Province. Journal of Lake Sciences, 30(1), 183–191.
Reynolds, C. S. (2006). The ecology of phytoplankton. Cambridge University Press.
Reynolds, C. S., Huszar, V., Kruk, C., Naselli-Flores, L., & Melo, S. (2002). Towards a functional classification of the freshwater phytoplankton. Journal of Plankton Research, 24(5), 417–428.
Sager, P. E., & Hasler, A. D. (1969). Species diversity in lacustrine phytoplankton. I. The Components of the Index of Diversity from Shannon’s Formula. American Naturalist, 103(929), 51–59.
Sakshaug, E. (1981). Phytoplankton manual- monographs on oceanographic methodology, 6 : A. Sournia (Editor) UNESCO, Paris, 1978, 337 pp. Ocean Management, 6(2), 247–248.
Salonen, K., & Rosenberg, M. (2000). Advantages from diel vertical migration can explain the dominance of Gonyostomum semen (Raphidophyceae) in a small, steeply-stratified humic lake. Journal of Plankton Research, 22(10), 1841–1853.
Sarma, S., & Nandini, S. (2005). Life history strategies of cladocerans: comparisons of tropical and temperature taxa. Hydrobiologia, 542, 315–334.
Shen, H., Xu, Y., Wang, L., Zhang, M., Kong, L., & Cai, Q. (2010). Spatial and temporal variations of phytoplankton in Danjiangkou reservoir and its affecting factors. Plant Sci. J., 29(6), 683–690.
Shu, H. L., Zheng, L. L., Weng, X. Y., & Zhuang, H. R. (2016). Allelopathic effects between Pseudanabaena mucicola and Microcystis aeruginosa. Journal of Fujian Normal University, 32(2), 63–68.
Soylu, E., & Gnülol, A. (2010). Functional classification and composition of phytoplankton in Liman Lake. Turkish Journal of Fisheries and Aquatic Sciences, 10(1), 53–60.
Sun, J., Liu, D., & Qian, S. (2000). Estimating biomass of phytoplankton in the Jiaozhou Bay I. phytoplankton biomass estimated from cell volume and plasma volume. Acta Oceanologica Sinica, 19(2), 97–110.
Takamura, N. (1992). Phytoplankton species shift accompanied by transition from nitrogen dependence to phosphorus dependence of primary production in Lake Kasumigaura. Japan. Arch. Hydrobiol, 124, 129–148.
Tian, Y., Yu, C., Wang, L., & Huang, B. (2012). Dynamic changes of phytoplankton's community structure in Beixi of Jiulongjiang River, Fujian Province of East China and related affecting factors. Chinese Journal of Applied Ecology, 23(9), 2559–2565.
Tian, C., Lu, X., & Pei, H. (2013). Seasonal dynamics of phytoplankton and its relationship with the environmental factors in Dongping Lake, China. Environmental Monitoring and Assessment, 185(3), 2627–2645.
Tian, C., Pei, H. Y., Hu, W. R., Hao, D. P., Doblin, M. A., Ren, Y., Wei, J. L., & Feng, Y. W. (2015). Variation of phytoplankton functional groups modulated by hydraulic controls in Hongze Lake, China. Environmental Science and Pollution Research International, 22(22), 18163–18175.
Wang, C., B-Béres, V., Stenger-Kovács, C., Li, X., & Abonyi, A. (2018). Enhanced ecological indication based on combined planktic and benthic functional approaches in large river phytoplankton ecology. Hydrobiologia, 818(1), 163–175.
Wei, B., Sugiura, N., & Maekawa, T. (2001). Use of artificial neural network in the prediction of algal blooms. Water Research, 35(8), 2022–2028.
Wei, F.S., Qi, W.Q., Bi, T.(2002). Editorial board of “Monitor and Analytical Method of Water & Waste Water”. Monitor and Analytical Method of Water & Waste Water (4th Edition) [M]. Beijing: Environmental Science Press of China, 243-257.
Xiao, L. J., Wang, T., Hu, R., Han, B. P., Wang, S., Qian, X., & Padisak, J. (2011). Succession of phytoplankton functional groups regulated by monsoonal hydrology in a large canyon-shaped reservoir. Water Research, 45(16), 5099–5109.
Xu, Y., Cai, Q., Wang, L., Kong, L., & Li, D. (2010). Diel vertical migration of Peridiniopsis niei, Liu et al., a new species of dinoflagellates in a eutrophic bay of Three-Gorge Reservoir, China. Aquatic Ecology, 44(2), 387–395.
Yan, X. W. (2007). Effects of tilapia, mud carp and macrophytes on phytoplankton communities. Guangzhou: Jinan University.
Yang, Z., Li, C., Zhang, S., & Sun, B. (2009). Temporal and spatial distribution of chlorophyll-a concentration and the relationships with TN, TP concentrations in Lake Ulansuhai, Inner Mongolia. J. Lake Sci, 37(3), 403–408.
Yang, J. R., Lv, H., Isabwe, A., Liu, L., Yu, X., Chen, H., & Yang, J. (2017). Disturbance-induced phytoplankton regime shifts and recovery of cyanobacteria dominance in two subtropical reservoirs. Water Research, 120, 52–63.
Yin, Z. L. (2017). Characteristics of phytoplankton functional groups in Dalihu Natural Reserve. Harbin: Master, Northeast Forestry University.
Zhang, W., Fu, S., & Liu, B. (2001). Error assessment of visual estimation plant coverage. Journal of Beijing Normal University (Natural Science), 37(1), 403–408.
Zhang, L., Xia, Z., Zhou, W., Bhamilton, P., & Haffner, D. (2015). Spatial distribution of nutrients and phytoplankton and causes for their differences in Three Gorges Reservoir in spring. Research of Environmental Sciences, 28(7), 1069–1077.
Zhao, K., Fu, H. Y., Chai, T., Zhang, M. Z., Liu, Z. F., Chen, X. J., Hou, M., & Xu, P. C. (2011). Allelopathy of Hydrodictyon reticulatum on Microcystis aeruginosa and its removal capacity on nitrogen and phosphorus. Environmental Science, 32(8), 2268–2272.
Zheng, W., Han, X., Liu, C., & Yunpeng, L. I. (2010). Satellite remote sensing data monitoring “Huang Tai” algae bloom in Lake Ulansuhai, Inner Mongolia. Journal of Lake Sciences, 22(3), 321–326.
Zhou, J., Wang, X., & Pei, G. (2008). Effects of filamentous green algae culture water on growth of Microcystis aeruginosa and Scenedesmus obliquus. Journal of South-Central University for Nationalities (Nat. Sci. Edition), 27(3), 33–35.10.
Zhu, G., Qin, B., Gao, G., Zhang, L., Luo, L., & Zhang, Y. (2007). Effects of hydrodynamics on phosphorus concentrations in water of Lake Taihu, a large, shallow, eutrophic lake of China. Hydrobiologia, 194, 53–61.
Acknowledgments
We are grateful to Prof. Xixi Lu of the National University of Singapore for reading the manuscript and providing comments. We also thank all the colleagues and students at the Inner Mongolia Key Laboratory of River and Lake Ecology for their assistance with sampling.
Funding
This study was funded by the Science and Technology Major Project on Lakes of Inner Mongolia (Grant No. ZDZX2018054), the National Natural Science Foundation of China (Grant Nos. 51869014, 51469018, 41701281), the Key Scientific and Technological Project of Inner Mongolia (Grant No. 2019GG019), and the National Key Research and Development Program of China (Grant No. 2016YFC0500508).
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Jin, Y., Yu, R., Zhang, Z. et al. Spatiotemporal variability of phytoplankton functional groups in a shallow eutrophic lake from cold, arid regions. Environ Monit Assess 192, 371 (2020). https://doi.org/10.1007/s10661-020-08349-4
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DOI: https://doi.org/10.1007/s10661-020-08349-4