Register      Login
Marine and Freshwater Research Marine and Freshwater Research Society
Advances in the aquatic sciences
RESEARCH ARTICLE

Drivers of cyanobacterial blooms in lakes and reservoirs in Jinan City, China

C. S. Zhao A C D , X. Pan A C H , S. T. Yang A B C , X. L. Wang E , X. J. Liu F H , Y. Sun G , Y. Yang A and T. L. Pan B
+ Author Affiliations
- Author Affiliations

A College of Water Sciences, Beijing Normal University, 19 Xinjiekouwai Dajie, Haidian District, Beijing, 100875, PR China.

B School of Geography, Faculty of Geographical Science, Beijing Normal University, 19 Xinjiekouwai Dajie, Haidian District, Beijing, 100875, PR China.

C Beijing Key Laboratory of Urban Hydrological Cycle and Sponge City Technology, 19 Xinjiekouwai Dajie, Haidian District, Beijing, 100875, PR China.

D ICube, UdS, CNRS (UMR 7357), 300 Boulevard Sebastien Brant, CS 10413, F-67412 Illkirch, France.

E Beijing Hydrological Center, Building 51, Beiwaxili, Haidian District, Beijing, 100089, PR China.

F Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, 11A, Datun Road, Chaoyang District, Beijing, 100101, PR China.

G Jinan Survey Bureau of Hydrology and Water Resources, 2 Shanshi North Street, Jinan, 250013, PR China.

H Corresponding authors. Email: panxu@mail.bnu.edu.cn; liuxj@igsnrr.ac.cn

Marine and Freshwater Research 71(5) 626-635 https://doi.org/10.1071/MF18376
Submitted: 29 September 2018  Accepted: 8 November 2019   Published: 4 February 2020

Abstract

Cyanobacterial blooms are a serious issue and frequently occur in lakes and reservoirs. Understanding how topography and human activities affect cyanobacterial dominance and blooms can greatly enhance the success of restoration projects to reduce blooms. Therefore, in this study the dominant species of cyanobacteria were determined by calculating the break point of the cumulative dominance curve for multiple sites in Jinan, China. In addition, the key drivers affecting the dominant cyanobacteria species were identified by canonical correspondence analysis and correlations between topography, human activities and the key drivers of the dominant cyanobacteria were investigated using random forests analysis. Merismopedia glauca, Merismopedia tenuissima, Microcystis aeruginosa, Oscillatoria tenuis, Phormidium tenus and Raphidiopsis sinensia were determined to be the dominant species. The key drivers of cyanobacterial bloom development were total phosphorus (TP), ammonium nitrogen (NH3-N), water temperature and total hardness. Topography and human activities were highly correlated with the key driving factors. The higher the altitude, the greater the effect of water temperature on the cyanobacteria community. In the area where sewage irrigation was present and a large amount of chemical fertiliser was used, total hardness had a greater effect on the cyanobacteria community. In areas where the population was more concentrated, TP and NH3-N had greater effects on the cyanobacteria community.

Additional keywords: dominant species.


References

An, K. G., and Jones, J. R. (2000). Factors regulating bluegreen dominance in a reservoir directly influenced by the Asian monsoon. Hydrobiologia 432, 37–48.
Factors regulating bluegreen dominance in a reservoir directly influenced by the Asian monsoon.Crossref | GoogleScholarGoogle Scholar |

Ansary, M. M. S., Ahmadimoghadam, A., and Mirtadzadini, S. M. (2017). Distribution of cyanobacteria in two Sirch Hot Springs with regards to the physicochemical traits of water. Banat’s Journal Biotechnology 8, 83–89.
Distribution of cyanobacteria in two Sirch Hot Springs with regards to the physicochemical traits of water.Crossref | GoogleScholarGoogle Scholar |

Biswas, S., Hussain, K. J., Das, N. P. I., Russell, B. C., Satpathy, K. K., and Mishra, S. S. (2014). Imprint of monsoonal patterns on the fish assemblage in coastal waters of south-east India: a case study. Journal of Fish Biology 85, 773–799.
Imprint of monsoonal patterns on the fish assemblage in coastal waters of south-east India: a case study.Crossref | GoogleScholarGoogle Scholar | 25053000PubMed |

Blomqvist, P., Pettersson, A., and Hyenstrand, P. (1994). Ammonium-nitrogen – a key regulatory factor causing dominance of non-nitrogen-fixing cyanobacteria in aquatic systems. Archiv für Hydrobiologie 132, 141–164.

Bouhaddada, R., Nélieu, S., Nasri, H., Delarue, G., and Bouaïcha, N. (2016). High diversity of microcystins in a Microcystis bloom from an Algerian lake. Environmental Pollution 216, 836–844.
High diversity of microcystins in a Microcystis bloom from an Algerian lake.Crossref | GoogleScholarGoogle Scholar | 27394081PubMed |

Brookes, J. D., and Carey, C. C. (2011). Resilience to blooms. Science 334, 46–47.
Resilience to blooms.Crossref | GoogleScholarGoogle Scholar | 21980099PubMed |

Brooks, B. W., Lazorchak, J. M., Howard, M. D., Johnson, M. V., Morton, S. L., Perkins, D. A., Reavie, E. D., Scott, G. I., Smith, S. A., and Steevens, J. A. (2016). Are harmful algal blooms becoming the greatest inland water quality threat to public health and aquatic ecosystems? Environmental Toxicology and Chemistry 35, 6–13.
Are harmful algal blooms becoming the greatest inland water quality threat to public health and aquatic ecosystems?Crossref | GoogleScholarGoogle Scholar | 26771345PubMed |

Caesar, L. K., Kvalheim, O. M., and Cech, N. B. (2018). Hierarchical cluster analysis of technical replicates to identify interferents in untargeted mass spectrometry metabolomics. Analytica Chimica Acta 1021, 69–77.
Hierarchical cluster analysis of technical replicates to identify interferents in untargeted mass spectrometry metabolomics.Crossref | GoogleScholarGoogle Scholar | 29681286PubMed |

Carneiro, R., Pacheco, A., and de Oliveira e Azevedo, S. (2013). Growth and saxitoxin production by Cylindrospermopsis raciborskii (Cyanobacteria) correlate with water hardness. Marine Drugs 11, 2949–2963.
Growth and saxitoxin production by Cylindrospermopsis raciborskii (Cyanobacteria) correlate with water hardness.Crossref | GoogleScholarGoogle Scholar | 23955286PubMed |

Conley, D. J., Paerl, H. W., Howarth, R. W., Boesch, D. F., Seitzinger, S. P., Havens, K. E., Lancelot, C., and Likens, G. E. (2009). Controlling eutrophication: nitrogen and phosphorus. Science 323, 1014–1015.
Controlling eutrophication: nitrogen and phosphorus.Crossref | GoogleScholarGoogle Scholar | 19229022PubMed |

Cui, B., Wang, C., Tao, W., and You, Z. (2009). River channel network design for drought and flood control: a case study of Xiaoqinghe River basin, Jinan City, China. Journal of Environmental Management 90, 3675–3686.
River channel network design for drought and flood control: a case study of Xiaoqinghe River basin, Jinan City, China.Crossref | GoogleScholarGoogle Scholar | 19683855PubMed |

Cunha, D. G. F., Dodds, W. K., and Loiselle, S. A. (2018). Factors related to water quality and thresholds for microcystin concentrations in subtropical Brazilian reservoirs. Inland Waters 8, 368–380.
Factors related to water quality and thresholds for microcystin concentrations in subtropical Brazilian reservoirs.Crossref | GoogleScholarGoogle Scholar |

de Figueiredo, D. R., Azeiteiro, U. M., Esteves, S. M., Gonçalves, F. J., and Pereira, M. J. (2004). Microcystin-producing blooms – a serious global public health issue. Ecotoxicology and Environmental Safety 59, 151–163.
Microcystin-producing blooms – a serious global public health issue.Crossref | GoogleScholarGoogle Scholar | 15327870PubMed |

Edler, L., and Elbrächter, M. (2010). The Utermöhl method for quantitative phytoplankton analysis. In ‘Microscopic and Molecular Methods for Quantitative Phytoplankton Analysis’. (Eds B. Karlson, C. Cusack E. Bresnan.) pp. 13–20. (Intergovernmental Oceanographic Commission of UNESCO: Paris, France.)

Figueredo, C. C., Pinto-Coelho, R. M., Lopes, A. M. M., Lima, P. H., Gücker, B., and Giani, A. (2016). From intermittent to persistent cyanobacterial blooms: identifying the main drivers in an urban tropical reservoir. Journal of Limnology 75, 3675–3686.
From intermittent to persistent cyanobacterial blooms: identifying the main drivers in an urban tropical reservoir.Crossref | GoogleScholarGoogle Scholar |

Giles, C. D., Isles, P. D., Manley, T., Xu, Y., Druschel, G. K., and Schroth, A. W. (2016). The mobility of phosphorus, iron, and manganese through the sediment–water continuum of a shallow eutrophic freshwater lake under stratified and mixed water-column conditions. Biogeochemistry 127, 15–34.
The mobility of phosphorus, iron, and manganese through the sediment–water continuum of a shallow eutrophic freshwater lake under stratified and mixed water-column conditions.Crossref | GoogleScholarGoogle Scholar |

Hardin, J., and Rocke, D. M. (2004). Outlier detection in the multiple cluster setting using the minimum covariance determinant estimator. Computational Statistics & Data Analysis 44, 625–638.
Outlier detection in the multiple cluster setting using the minimum covariance determinant estimator.Crossref | GoogleScholarGoogle Scholar |

Hou, G., Song, L., Liu, J., Xiao, B., and Liu, Y. (2004). Modeling of cyanobacterial blooms in hypereutrophic Lake Dianchi, China. Journal of Freshwater Ecology 19, 623–629.
Modeling of cyanobacterial blooms in hypereutrophic Lake Dianchi, China.Crossref | GoogleScholarGoogle Scholar |

Hu, H. J. (2011). Chapter 3. Morphological diversity of algae cyanobacteria under wild water environment conditions. In ‘Cyanobacterial Biology.’ pp. 128–132. (Science Press: Beijing, PR China.)

Kromkamp, J., Barranguet, C., and Peene, J. (1998). Determination of microphytobenthos PSII quantum efficiency and photosynthetic activity by means of variable chlorophyll fluorescence. Marine Ecology Progress Series 162, 45–55.
Determination of microphytobenthos PSII quantum efficiency and photosynthetic activity by means of variable chlorophyll fluorescence.Crossref | GoogleScholarGoogle Scholar |

Lepš, J., and Šmilauer, P. (2003). ‘Multivariate analysis of ecological data using CANOCO.’ (Cambridge University Press: Cambridge, UK.)

Ma, X., Li, Y., Zhang, M., Zheng, F., and Du, S. (2011). Assessment and analysis of non-point source nitrogen and phosphorus loads in the Three Gorges Reservoir area of Hubei Province, China. The Science of the Total Environment 412–413, 154–161.
Assessment and analysis of non-point source nitrogen and phosphorus loads in the Three Gorges Reservoir area of Hubei Province, China.Crossref | GoogleScholarGoogle Scholar | 22078328PubMed |

Ma, H., Wu, Y., Gan, N., Zheng, L., Li, T., and Song, L. (2015a). Growth inhibitory effect of Microcystis on Aphanizomenon flos-aquae isolated from cyanobacteria bloom in Lake Dianchi, China. Harmful Algae 42, 43–51.
Growth inhibitory effect of Microcystis on Aphanizomenon flos-aquae isolated from cyanobacteria bloom in Lake Dianchi, China.Crossref | GoogleScholarGoogle Scholar |

Ma, Z., Fang, T., Thring, R. W., Li, Y., Yu, H., Zhou, Q., and Zhao, M. (2015b). Toxic and non-toxic strains of Microcystis aeruginosa induce temperature dependent allelopathy toward growth and photosynthesis of Chlorella vulgaris. Harmful Algae 48, 21–29.
Toxic and non-toxic strains of Microcystis aeruginosa induce temperature dependent allelopathy toward growth and photosynthesis of Chlorella vulgaris.Crossref | GoogleScholarGoogle Scholar | 29724472PubMed |

Murtagh, F., and Contreras, P. (2017). Algorithms for hierarchical clustering: an overview, II. Wiley Interdisciplinary Reviews. Data Mining and Knowledge Discovery 7, e1219.
Algorithms for hierarchical clustering: an overview, II.Crossref | GoogleScholarGoogle Scholar |

Oehrle, S., Rodriguez-Matos, M., Cartamil, M., Zavala, C., and Rein, K. S. (2017). Toxin composition of the 2016 Microcystis aeruginosa bloom in the St. Lucie Estuary, Florida. Toxicon 138, 169–172.
Toxin composition of the 2016 Microcystis aeruginosa bloom in the St. Lucie Estuary, Florida.Crossref | GoogleScholarGoogle Scholar | 28899665PubMed |

Oliver, R. L., and Ganf, G. G. (2000). Freshwater blooms. In ‘The Ecology of Cyanobacteria’. (Eds B. A. Whitton and M. Potts.) pp. 149–194. (Springer: Dordrecht, Netherlands.)

Paerl, H. W., Hall, N. S., and Calandrino, E. S. (2011). Controlling harmful cyanobacterial blooms in a world experiencing anthropogenic and climatic-induced change. The Science of the Total Environment 409, 1739–1745.
Controlling harmful cyanobacterial blooms in a world experiencing anthropogenic and climatic-induced change.Crossref | GoogleScholarGoogle Scholar | 21345482PubMed |

Pan, W. T. (2010). Combining fuzzy sammon mapping and fuzzy clustering approach to perform clustering effect analysis: take the banking service satisfaction as an example. Expert Systems with Applications 37, 4139–4145.
Combining fuzzy sammon mapping and fuzzy clustering approach to perform clustering effect analysis: take the banking service satisfaction as an example.Crossref | GoogleScholarGoogle Scholar |

Paxinos, R., and Mitchell, J. G. (2000). A rapid Utermöhl method for estimating algal numbers. Journal of Plankton Research 22, 2255–2262.
A rapid Utermöhl method for estimating algal numbers.Crossref | GoogleScholarGoogle Scholar |

Pełechata, A., Pełechaty, M., and Pukacz, A. (2016). Factors influencing cyanobacteria community structure in Chara-Lakes. Ecological Indicators 71, 477–490.
Factors influencing cyanobacteria community structure in Chara-Lakes.Crossref | GoogleScholarGoogle Scholar |

Preece, E. P., Hardy, F. J., Moore, B. C., and Bryan, M. (2017). A review of microcystin detections in estuarine and marine waters: environmental implications and human health risk. Harmful Algae 61, 31–45.
A review of microcystin detections in estuarine and marine waters: environmental implications and human health risk.Crossref | GoogleScholarGoogle Scholar |

Qian, K., Liu, X., Duan, M., and Chen, Y. (2016). Distribution and its influencing factors of bloom-forming cyanobacteria in Poyang Lake. Zhongguo Huanjing Kexue 36, 261–267.

Rosińska, J., Kozak, A., Dondajewska, R., and Gołdyn, R. (2017). Cyanobacteria blooms before and during the restoration process of a shallow urban lake. Journal of Environmental Management 198, 340–347.
Cyanobacteria blooms before and during the restoration process of a shallow urban lake.Crossref | GoogleScholarGoogle Scholar | 28494422PubMed |

Saraf, S. R., Frenkel, A., Harke, M. J., Jankowiak, J. G., Gobler, C. J., and McElroy, A. E. (2018). Effects of Microcystis on development of early life stage Japanese medaka (Oryzias latipes): comparative toxicity of natural blooms, cultured Microcystis and microcystin-LR. Aquatic Toxicology 194, 18–26.
Effects of Microcystis on development of early life stage Japanese medaka (Oryzias latipes): comparative toxicity of natural blooms, cultured Microcystis and microcystin-LR.Crossref | GoogleScholarGoogle Scholar | 29132031PubMed |

Shan, K., Song, L., Chen, W., Li, L., Liu, L., Wu, Y., Jia, Y., Zhou, Q., and Peng, L. (2019). Analysis of environmental drivers influencing interspecific variations and associations among bloom-forming cyanobacteria in large, shallow eutrophic lakes. Harmful Algae 84, 84–94.
Analysis of environmental drivers influencing interspecific variations and associations among bloom-forming cyanobacteria in large, shallow eutrophic lakes.Crossref | GoogleScholarGoogle Scholar | 31128816PubMed |

Shapiro, J. (1997). The role of carbon dioxide in the initiation and maintenance of blue–green dominance in lakes. Freshwater Biology 37, 307–323.
The role of carbon dioxide in the initiation and maintenance of blue–green dominance in lakes.Crossref | GoogleScholarGoogle Scholar |

Shen, L., Ma, S., Cai, F., Yu, G., Li, S., and Li, R. (2018). Polyphasic examination on Merismopedia tenuissima CHAB 7021 from Ganjiang River, China revealed the polyphyly of the genus Merismopedia (Cyanobacteria). Journal of Oceanology and Limnology 36, 1157–1165.
Polyphasic examination on Merismopedia tenuissima CHAB 7021 from Ganjiang River, China revealed the polyphyly of the genus Merismopedia (Cyanobacteria).Crossref | GoogleScholarGoogle Scholar |

Shi, T., Seligson, D., Belldegrun, A. S., Palotie, A., and Horvath, S. (2005). Tumor classification by tissue microarray profiling: random forest clustering applied to renal cell carcinoma. Modern Pathology 18, 547–557.
Tumor classification by tissue microarray profiling: random forest clustering applied to renal cell carcinoma.Crossref | GoogleScholarGoogle Scholar | 15529185PubMed |

Su, M., Jia, D., Yu, J., Vogt, R. D., Wang, J., An, W., and Yang, M. (2017). Reducing production of taste and odor by deep-living cyanobacteria in drinking water reservoirs by regulation of water level. The Science of the Total Environment 574, 1477–1483.
Reducing production of taste and odor by deep-living cyanobacteria in drinking water reservoirs by regulation of water level.Crossref | GoogleScholarGoogle Scholar | 27707573PubMed |

Tollefson, J. (2012). Heatwaves blamed on global warming. Nature 488, 143.
Heatwaves blamed on global warming.Crossref | GoogleScholarGoogle Scholar | 22874943PubMed |

Tollefson, J. (2018). Forecasting efforts target harmful plankton blooms. Nature 555, 569–570.
Forecasting efforts target harmful plankton blooms.Crossref | GoogleScholarGoogle Scholar | 29595776PubMed |

Wang, Z., Lin, Q., Hu, R., Fan, C., and Han, B. (2004). Pollution by blue–green algae (Cyanophyta) in reservoirs of Guangdong province and water quality evaluation. Redai Yaredai Zhiwu Xuebao 12, 117–123.

Wu, X., Wu, Z., and Song, L. (2011). Phenotype and temperature affect the affinity for dissolved inorganic carbon in a cyanobacterium Microcystis. Hydrobiologia 675, 175.
Phenotype and temperature affect the affinity for dissolved inorganic carbon in a cyanobacterium Microcystis.Crossref | GoogleScholarGoogle Scholar |

Xie, L., Xie, P., Li, S., Tang, H., and Liu, H. (2003). The low TN : TP ratio, a cause or a result of Microcystis blooms. Water Research 37, 2073–2080.
The low TN : TP ratio, a cause or a result of Microcystis blooms.Crossref | GoogleScholarGoogle Scholar | 12691892PubMed |

Xu, H., Paerl, H. W., Qin, B., Zhu, G., Hall, N. S., and Wu, Y. (2015). Determining critical nutrient thresholds needed to control harmful cyanobacterial blooms in eutrophic Lake Taihu, China. Environmental Science & Technology 49, 1051–1059.
Determining critical nutrient thresholds needed to control harmful cyanobacterial blooms in eutrophic Lake Taihu, China.Crossref | GoogleScholarGoogle Scholar |

Yamamoto, Y., and Shiah, F. K. (2012). Factors related to the dominance of Cylindrospermopsis raciborskii (Cyanobacteria) in a shallow pond in northern Taiwan. Journal of Phycology 48, 984–991.
Factors related to the dominance of Cylindrospermopsis raciborskii (Cyanobacteria) in a shallow pond in northern Taiwan.Crossref | GoogleScholarGoogle Scholar | 27009008PubMed |

Yang, L., Zhu, J., Xu, Z., and Jin, C. (2014). Characteristics of zooplankton community in Hengshan Reservoir and water quality assessment. Shui Sheng Sheng Wu Hsueh Bao 38, 720–728.

Yang, Z., Kong, F., and Zhang, M. (2016). Groundwater contamination by microcystin from toxic cyanobacteria blooms in Lake Chaohu, China. Environmental Monitoring and Assessment 188, 280.
Groundwater contamination by microcystin from toxic cyanobacteria blooms in Lake Chaohu, China.Crossref | GoogleScholarGoogle Scholar | 27068532PubMed |

Ylöstalo, P., Seppälä, J., Kaitala, S., Maunula, P., and Simis, S. (2016). Loadings of dissolved organic matter and nutrients from the Neva River into the Gulf of Finland – biogeochemical composition and spatial distribution within the salinity gradient. Marine Chemistry 186, 58–71.
Loadings of dissolved organic matter and nutrients from the Neva River into the Gulf of Finland – biogeochemical composition and spatial distribution within the salinity gradient.Crossref | GoogleScholarGoogle Scholar |

You, J., Mallery, K., Hong, J., and Hondzo, M. (2018). Temperature effects on growth and buoyancy of Microcystis aeruginosa. Journal of Plankton Research 40, 16–28.
Temperature effects on growth and buoyancy of Microcystis aeruginosa.Crossref | GoogleScholarGoogle Scholar |

Zakhia, F., Jungblut, A. D., Taton, A., Vincent, W. F., and Wilmotte, A. (2008). Cyanobacteria in cold ecosystems. In ‘Psychrophiles: From Biodiversity to Biotechnology’. (Eds R. Margesin, F. Schinner, J. C. Marx, and C. Gerday.) pp. 121–135. (Springer: Berlin, Germany.)

Zeng, Y., Wang, X., Xiong, G., Zhang, J., Ma, X., Xia, J., and Qin, Q. (2012). Investigation and analysis of the status of plankton in Xiangjiang River. Hunan Nongye Daxue Xuebao 38, 535–541.
Investigation and analysis of the status of plankton in Xiangjiang River.Crossref | GoogleScholarGoogle Scholar |

Zhang, W., Zhang, X., Li, L., and Zhang, Z. (2007). Urban forest in Jinan City: distribution, classification and ecological significance. Catena 69, 44–50.
Urban forest in Jinan City: distribution, classification and ecological significance.Crossref | GoogleScholarGoogle Scholar |

Zhang, Y. S., Kong, F. X., Yu, Y., and Shi, X. L. (2010). The characteristics and buoyancy regulations of cyanobacterial gas vesicles. Acta Ecologica Sinica 30, 5077–5090.

Zhao, C., Liu, C., Xia, J., Zhang, Y., Qiang, Y., and Eamus, D. (2012). Recognition of key regions for restoration of phytoplankton communities in the Huai River Basin, China. Journal of Hydrology 420–421, 292–300.
Recognition of key regions for restoration of phytoplankton communities in the Huai River Basin, China.Crossref | GoogleScholarGoogle Scholar |

Zhao, C. S., Sun, C. L., Liu, C., Xia, J., Yang, G., Liu, X. M., Zhang, D., Dong, B. E., and Sobkowiak, L. (2014). Analysis of regional zoobenthos status in the Huai River Basin, China using two new ecological niche clustering approaches. Ecohydrology 7, 91–101.
Analysis of regional zoobenthos status in the Huai River Basin, China using two new ecological niche clustering approaches.Crossref | GoogleScholarGoogle Scholar |

Zhao, C. S., Yang, S. T., Xiang, H., Liu, C. M., Zhang, H. T., Yang, Z. L., Zhang, Y., Sun, Y., Mitrovic, S. M., and Yu, Q. (2015a). Hydrologic and water-quality rehabilitation of environments for suitable fish habitat. Journal of Hydrology 530, 799–814.
Hydrologic and water-quality rehabilitation of environments for suitable fish habitat.Crossref | GoogleScholarGoogle Scholar |

Zhao, C. S., Yang, S. T., Liu, C. M., Dou, T. W., Yang, Z. L., Yang, Z. Y., Liu, X. L., Xiang, H., Nie, S. Y., and Zhang, J. L. (2015b). Linking hydrologic, physical and chemical habitat environments for the potential assessment of fish community rehabilitation in a developing city. Journal of Hydrology 523, 384–397.
Linking hydrologic, physical and chemical habitat environments for the potential assessment of fish community rehabilitation in a developing city.Crossref | GoogleScholarGoogle Scholar |

Zhao, C. S., Yang, S. T., Liu, J. G., Hao, F., Wang, Z., Zhang, H., Song, J., Mitrovic, S. M., and Lim, R. P. (2018a). Linking fish tolerance to water quality criteria for the assessment of environmental flows: a practical method for streamflow regulation and pollution control. Water Research 141, 96–108.
Linking fish tolerance to water quality criteria for the assessment of environmental flows: a practical method for streamflow regulation and pollution control.Crossref | GoogleScholarGoogle Scholar |

Zhao, C. S., Shao, N. F., Yang, S. T., Xiang, H., Lou, H. Z., Sun, Y., Yang, Z. Y., Zhang, Y., Yu, X. Y., Zhang, C. B., and Yu, Q. (2018b). Identifying the principal driving factors of water ecosystem dependence and the corresponding indicator species in a pilot city, China. Journal of Hydrology 556, 488–499.
Identifying the principal driving factors of water ecosystem dependence and the corresponding indicator species in a pilot city, China.Crossref | GoogleScholarGoogle Scholar |

Zhao, C. S., Shao, N. F., Yang, S. T., Ren, H., Ge, Y. R., Feng, P., Dong, B. E., and Zhao, Y. (2019). Predicting cyanobacteria bloom occurrence in lakes and reservoirs before blooms occur. The Science of the Total Environment 670, 837–848.
Predicting cyanobacteria bloom occurrence in lakes and reservoirs before blooms occur.Crossref | GoogleScholarGoogle Scholar | 30921717PubMed |