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Phytoplankton diversity and community responses to physicochemical variables in mangrove zones of Guangzhou Province, China

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Abstract

The phytoplankton diversity and community response to physicochemical variables in mangrove zones of Guangdong Province along the South China coast was investigated from October to December, 2017. This study was set to investigate the phytoplankton community structure in the mangrove zone and assess the relationship between the physicochemical variables and phytoplankton species diversity. Physicochemical variables such as water temperature, total dissolve solids (tds), pH, salinity, turbidity, electrical conductivity (EC) and nutrient salts were measured in situ across the 27 stations. A total of 451 species of phytoplankton were identified belonging to 10 groups (Bacillariophta > Cyanophyta > Chlorophyta > Euglenophyta > Dinoflagellate > Eubacteria > Ochrophyta > Crytophyta > Rhodophyta > Charophyta) and quantified to constitute a standing crop of 7.11 × 108 cells dm−3. The principal component analysis (PCA) reveals that reactive nitrate, phosphate, electrical conductive (EC) and turbidity were the best abiotic factors that controlled the phytoplankton community structure in the area. However, Cannon Corresponding Analysis and Pearson correlation have explicitly revealed the impact of reactive nitrate, phosphate, EC and turbidity on the phytoplankton community structure. For instance, the CCA ordination revealed that species richness and evenness were positively influenced by reactive nitrate but negatively affected by EC, turbidity and water temperature. Diatoms were mostly controlled by total dissolved solids (tds) and salinity, whereas Euglena, cyanobacteria and green algae were impacted EC and turbidity, apart from the general contribution of the nutrient salts as delineated by CCA ordination. The Shannon diversity index value exposed different levels of organic pollution across the mangrove zone of which GD37 was the most impacted station.

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References

  • Abuzer C, Okan K (2007) On the relationship between ecology and phytoplankton composition in a karstic spring (Cepni, Bolu). Ecol Ind 7:497–503

    Google Scholar 

  • Adesalu TA, Nwankwo DI (2005) Studies on the phytoplankton of Olero creek and parts of Benin River, Nigeria. Ekologia 3(2):21–30

    Google Scholar 

  • Adesalu TA, Abiola TO, Bofia TO (2008) Studies on the epiphytic algae associated with two floating aquatic macrophytes in a sluggish non-tidal polluted creek in Lagos, Nigeria. Asian J Sci Res 1(4):363–373

    Google Scholar 

  • Adesalu TA, Nwankwo DI (2008) Effect of water quality indices on phytoplankton of a sluggish tidal creek in Lagos, Nigeria. Pak J Biol Sci 11(6):836–844

    CAS  Google Scholar 

  • Adesalu TA, Nwankwo DI (2010) A checklist of desmids of Lekki lagoon Nigeria. International. Int J Biodivers Conserv 2(3):33–36

    Google Scholar 

  • Ake-Castillo JA, Vazquez G (2008) Phytoplankton variation and its relation to nutrients and allochthonous organic matter in a coastal lagoon on the Gulf of Mexico. Estuar Coast Shelf Sci 78:705–714

    Google Scholar 

  • Akpan ER (1997) Spatial and Seasonal distribution of phytoplankton in the Cross River estuary, Nigeria. A paper delivered at the 6th annual conference of the nigerian society for biological conservation, Calabar.

  • Adhikari S, Roy Goswami A, Mukhopadhyay SK (2017) Diversity of zooplankton in municipal wastewater-contaminated urban pond ecosystems of the lower Gangetic plains. Turk J Zool 141:464–475

    Google Scholar 

  • Alongi DM, McKinnon AD, Brinkman R, Trott LA, Undu MC, Muawanah R (2009) The fate of organic matter derived from small-scale fish cage aquaculture in coastal waters of Sulawesi and Sumatra, Indonesia. Aquaculture 295:60–75

    Google Scholar 

  • Azim ME, Verdegem MCJ, Singh M, Avan Dam AA, Beveridge MCM (2003) The effects of periphyton substrate and fish stocking density on water quality, phytoplankton, periphyton and fish growth. Aquac Res 34:685–695

    Google Scholar 

  • Babalola OG (2006) Pollution studies of Ogun River at Isheri along Lagos-Ibadan express road, Nigeria (M.Sc. Dissertation). University of Ibadan, Ibadan

    Google Scholar 

  • Balci M, Balkis N (2016) Assessment of phytoplankton and environmental variables for water quality and trophic state classification in the Gemlik Gulf, Marmara Sea (Turkey). Mar Pollut Bull 115(1):172–189

    Google Scholar 

  • Balloch D, Davies CE, Jones FH (1976) Biological assessment of water quality in three British rivers: the North Esk (Scotland), the Ivel (England) and the Taff (Wales). Water Pollut Control 75:92–114

    CAS  Google Scholar 

  • Barinova S, Chekryzheva T (2014) Phytoplankton dynamic and bioindication in the Kondopoga Bay, Lake Onego (Northern Russia). J Limnol 73(2):282–297

    Google Scholar 

  • Belokda W, Khalil K, Loudiki M, Aziz F, Elkalay K (2019) First assessment of phytoplankton diversity in a Marrocan shallow reservoir (Sidi Abderrahmane). Saudi J Biol Sci 26(3):431–438

    Google Scholar 

  • Brettum P, Andersen T (2005) The use of phytoplankton as indicators of water quality. NIVA-report SNO 4818-2004:197

  • Cremona F, Tuvikene L, Haberman J, Nõges P, Nõges T (2018) Factors controlling the three-decade long rise in cyanobacteria biomass in a eutrophic shallow lake. Sci Total Environ 621:352–359

    CAS  Google Scholar 

  • Compèrea P, Riaux-Gobin C (2009) Diatoms from some marine, brackish and freshwater biotopes of Guinea (West Africa). Syst Geogr Plant 79:33–66

    Google Scholar 

  • Das D, Pathak A, Pal S (2018) Diversity of phytoplankton in some domestic wastewater-fed urban fsh pond ecosystems of the Chota Nagpur Plateau in Bankura, India. Appl Water Sci 8:84–98

    CAS  Google Scholar 

  • Effendi H, Romanto WY (2015) Water quality status of Ciambulawung River, Banten Province, based on pollution index and NSF-WQI. Procedia. Environ Sci 24:228–237

    CAS  Google Scholar 

  • Effendia H, Kawaroeb M, Lestaria DF, Mursalina PT (2016) Distribution of phytoplankton diversity and abundance in Mahakam Delta, East Kalimantan. Proc Environ Sci 33:496–504

    Google Scholar 

  • Effiong KS, Inyang AI, Robert UU (2018) Spatial distribution and diversity of phytoplankton community in Eastern Obolo River Estuary, Niger Delta. J Oceanogra Marine Sci 9(1):1–14

    Google Scholar 

  • Ekeh IB, Sikoki FD (2004) Diversity and spatial distribution of phytoplankton in New Calabar River, Nigeria. Liv Syst Sustain Dev 1(3):25–31

    Google Scholar 

  • Ekwu AO, Sikoki FD (2006) Phytoplankton diversity in the cross river Estuary of Nigeria. J Appl Sci Environ Manag 10(1):89–95

    Google Scholar 

  • El Gammal MAM, Nageeb M, Al-Sabeb S (2017) Phytoplankton abundance in relation to the quality of the coastal water—Arabian Gulf, Saudi Arabia. Egyptian. J Aquat Res 43:275–282

    Google Scholar 

  • El-Sheekh M, Deyab M, Desouki SS, El-Adl M (2010) Phytoplankton compositions as a response of water quality in El Salam Canal Hadous Drain and Damietta Branch of River Nile Egypt Pak J Bot 42(4):2621–2633

    Google Scholar 

  • Felisberto SA, da Silva e Souza DB (2014) Characteristics and diversity of cyanobacteria in periphyton from Lentic Tropical Ecosystem, Brazil. Adv Microbiol 4:1076–1087

    Google Scholar 

  • Gamito S (2010) Caution is needed when applying Margalef diversity index. Ecol Indic 10:550–551

    Google Scholar 

  • Gao X, Song J (2005) Phytoplankton distributions and their relationship with the environment in the Changjiang Estuary, China. Marine Pollut Bull 50:327–335

    CAS  Google Scholar 

  • Gharib SM, El-Sherif ZM, Abdel-Halim AM, Radwan AA (2011) Phytoplankton and environmental variables as a water quality indicator for the beaches at Matrouh, south-eastern Mediterranean Sea, Egypt: an assessment. Oceanologia 53(3):819–836

    Google Scholar 

  • Giri C, Ochieng E, Tieszen LL, Zhu Z, Singh A, Loveland T, Masek J, Duke N (2011) Status and distribution of mangrove forests of the world using earth observation satellite data. Glob Ecol Biogeogr 20:154–159

    Google Scholar 

  • Gold C, Feurtet-Mazel A, Coste M, Boudou A (2003) Effects of cadmium stress on periphytic diatom communities in indoor artificial streams. Freshw Biol 48:316–328

    CAS  Google Scholar 

  • Gołdyn R, Podsiadłowski S, Dondajewska R, Kozak A (2014) The sustainable restoration of lakes e towards the challenges of the Water Framework Directive. Ecohydrol Hydrobiol 14(1):68–74

    Google Scholar 

  • Grabowska M, Gorniak A, Krawczuk M (2013) Summer phytoplankton in selected lakes of the East Suwałki Lakeland in relation to the chemical water parameters. Limnol Rev 13(1):21–29

    CAS  Google Scholar 

  • Haakonsson S, Rodríguez-Gallego L, Somma A, Bonilla S (2017) Temperature and precipitation shape the distribution of harmful cyanobacteria in subtropical lotic and lentic ecosystems. Sci Total Environ 609:1132–1139

    CAS  Google Scholar 

  • Haroon AM, Hussian AM (2017) Ecological assessment of the macrophytes and phytoplankton in El-Rayah Al-Behery, River Nile, Egypt. Egyptian. J Aquat Res 43:195–203

    Google Scholar 

  • Harsha TS, Malammanavar SG (2004) Assessment of phytoplankton density in relation to environmental variables in Gopalaswamy pond at Chitradurga, Karnataka. J Environ Biol 25:113–116

    CAS  Google Scholar 

  • Hendley NI (1977) The species diversity index of some in-shore diatoms communities and its use in assessing the degree of pollution insult on parts of the North Coast of Cornwall. In: Cramme J (ed), Fourth symposium on recent and fossil marine diatoms, Oslo Vaduz, p 355–378

  • Howladar MF, Numanbakth MAA, Faruque MO (2018) An application of water quality index (wqi) and multivariate statistics to evaluate the water quality around maddhapara granite mining industrial area, Dinajpur, Bangladesh. Environ Syst Res 6(1):13

    Google Scholar 

  • Hulyal SB, Kaliwal BB (2009) Dynamics of phytoplankton in relation to physico-chemical factors of Almatti reservoir of Bijapur district, Karnataka State. Environ Monit Assess 153:45–59

    CAS  Google Scholar 

  • Immers AK, Bakker ES, Van Donk E, Ter Heerdt GNJ, Geurts JJM, Declerck SAJ (2015) Fighting internal phosphorus loading: an evaluation of the large scale application of gradual Fe-addition to a shallow peat lake. Ecol Eng 83:78–89

    Google Scholar 

  • Inyang AI, Effiong KS (2016) Spatial distribution of diatoms and nutrients in a mangrove swamp of Eastern Obolo, Niger Delta. J Sci Res Rep 12(3):1–17

    Google Scholar 

  • Inyang AI, Sunday KE, Nwankwo DI (2015) Composition of periphyton community on water Hyacinth (Eichhornia crassipes). In ANalysis of Environmental Characteristics at Ejirin Part of Epe Lagoon in Southwestern Nigeria. J Mar Biol 2015:1–10

    Google Scholar 

  • Inyang AI, Effiong KS, Dan MU (2016) Effect of hydroclimatic conditions on phytoplankton community at Epe Lagoon, Southwest Nigeria. J Oceanogr Mar Sci 9(2):12–23

    Google Scholar 

  • Irwin AJ, Finkel ZV, Schofield OME (2006) Scaling-up from nutrient physiology to the size-structure of phytoplankton communities. J Plankton Res 28(5):459–471

    Google Scholar 

  • Ismail NIA, Amal MNA, Shohaimi S, Saad MZ, Abdullah SZ (2016) Associations of water quality and bacteria presence in cage cultured red hybrid tilapia, Oreochromis niloticus & O. mossambicus. Aquacult Rep 4:57–65

    Google Scholar 

  • Jiang Z, Liao Y, Liu J, Shou L, Chen Q, Yan X, Zhu G, Zeng J (2013) Effects of fish farming on phytoplankton community under the thermal stress caused by a power plant in a eutrophic, semi-enclosed bay: Induce toxic dinoflagellate (Prorocentrum minimum) blooms in cold seasons. Mar Pollut Bull 76(2013):315–324

    CAS  Google Scholar 

  • Jindal R, Thakur RK, Singh UB, Ahluwalia AS (2014) Phytoplankton dynamics and water quality of Prashar Lake, Himachal Pradesh, India. Sustain Water Qual Ecol 3(4):101–113

    Google Scholar 

  • Jongman RHG, Ter Braak CJF, van Torengen OFR (1987) Data analysis in community and landscape ecology. Cambridge University Press, UK, p 299

    Google Scholar 

  • Jüttner I, Rothfritz H, Ormerod SJ (1996) Diatoms as indicators of river quality in the Nepalese Middle Hills with consideration of the effects of habitat specific sampling. Freshw Biol 36:475–486

    Google Scholar 

  • Karl D, Michaels A, Bergman B, Capone D, Carpenter E, Letelier R, Lipschultz F, Paerl H, Sigman D, Stal L (2002) Dinitrogen fixation in the world’s oceans. Biogeochemistry 5:47–98

    Google Scholar 

  • Khomayis HS (2002) The annual of nutrient salts and chlorophyll a in the coastal waters of Jeddah, Red Sea. JKAU: Mar Sci 13:131–145

    Google Scholar 

  • Kumar NJ, Sajish PR, Kumar RN, George B (2012) Bio-monitoring of phytoplankton to assess the water quality of Mahi Estuary, Western Gujarat, India. Int J Adv Res Biotechnol 1(1):1–4

    Google Scholar 

  • Lackey JB (1938) The manipulation and counting of river plankton and changes in some organisms due to formalin preservation, US Public Health Rep 47(53): 2080-2093

  • Li MS, Lee SY (1997) Mangroves of China: a brief review. For Ecol Manag 96:241–59

    Google Scholar 

  • Li Y, Zhao Q, Lȕ S (2013) The genus Thalassiosira off the Guangdong coast, South China Sea. Botanica Marina 56(1):83–110

    Google Scholar 

  • Liu C, Liu L, Shen H (2010) Seasonal variations of phytoplankton community structure in relation to physico-chemical factors in Lake Baiyangdian, China. Proc Environ Sci 2:1622–1631

    Google Scholar 

  • Luís AT, Teixeira P, Almeida SFP, Ector L, Matos JX, Ferreira da Silva EA (2011) Environmental impact of mining activities in the Lousal area (Portugal): chemical and diatom characterization of metal-contaminated stream sediments and surface water of Corona stream. Sci Total Environ 409:4312–4325

    Google Scholar 

  • Lv J, Wun H, Chen M (2011) Effects of nitrogen and phosphorus on phytoplankton composition and biomass in 15 subtropical, urban shallow lakes in Wuhan, China. Limnologica 41:48–56

    CAS  Google Scholar 

  • Lyons KG, Brigham CA, Traut BH (2005) Rare species and ecosystem functioning. Conserv Biol 19(4):1019–1024

    Google Scholar 

  • Mani P (1992) Natural phytoplankton communities in Pichavaram Mangroves. Indian J Mar Sci 21(4):72–77

    Google Scholar 

  • Margalef R (1958) Information theory in ecology. Gen Syst 3:36–71

    Google Scholar 

  • Meng N, Ju-lin Y, Mei L, Zhi-min G (2018) Assessment of water quality and phytoplankton community of Limpenaeus vannamei pond in intertidal zone of Hangzhou Bay, China. Aquac Rep 11:53–58

    Google Scholar 

  • Muhammad A, Salam A, Sumayya I, Tasveer ZB, Qureshi KA (2005) Studies on monthly variations in biological and physicochemical parameters of brackish water fish pond, Muzaffargarh, Pakistan. J Res Sci 16:27–38

    Google Scholar 

  • Mohammad-Noor N, Harun SNR, Lazim ZM, Mukai Y, Mohamad NT, Saad S (2013) Diversity of phytoplankton in coastal water of Kuantan, Pahang, Malaysia. Malays J Sci 32(1):29–37

    Google Scholar 

  • Narasimha Rao GM, Pragada PM (2010) Seasonal abundance of Micro Algae in Pandi Backwaters of Godavari Estuary, Andhra Pradesh, India. Not Sci Biol 2(3):26–29

    Google Scholar 

  • Newell GB, Newell RC (1977) Marine plankton: a practical guide. Hutchinson and Company Publishers Ltd, London, p 229

    Google Scholar 

  • Nwankwo DI, Akinsoji A (1992) Epiphyte community on water hyacinth Eichhornia crassipes (MART. SLOM) in coastal waters of southwestern Nigeria. Arch Hydrobiol 124(4):501–511

    Google Scholar 

  • Nwankwo DI (1993) Cyanobacteria bloom species in coastal waters of South-Western Nigeria. Arch Hydrobiol Suppl 90:553–542

    Google Scholar 

  • Nwankwo DI (1996) Phytoplankton diversity and succession in Lagos lagoon, Nigeria. Arch Hydrobiol 135(4):529–542

    Google Scholar 

  • Nwankwo DI (2004) Studies on the environmental preferences of blue-green algae (Cyanophyta) in Nigeria coastal waters. J Niger Environ Soc 2(1):44–51

    Google Scholar 

  • Nwankwo DI, Owoseni TI, Usilo DA, Obiyan AC, Uche AC, Onyema IC (2008) Hydrochemistry and plankton dynamics of Kuramo Lagoon. Life Sci J 5(3):83–88

    CAS  Google Scholar 

  • Olsen Y, Andersen T, Gismervik I, Vadstein O (2007) Protozoan and metazoan zooplankton mediated carbon flows in nutrient enriched coastal planktonic communities. Mar Ecol Prog Ser 331:67–83

    CAS  Google Scholar 

  • Onuoha PC, Nwankwo DI, Vyverman W (2010) A checklist of phytoplankton species of Ologe lagoon, Lagos southwestern Nigeria. J Am Sci 6(9):297–302

    Google Scholar 

  • Onyema IC (2008) A checklist of phytoplankton species of the Iyagbe Lagoon, Lagos. J Fish Aquat Sci 3(3):167–175

    Google Scholar 

  • Orihel DM, Schindler DW, Ballard NC, Wilson LR, Vinebrooke RD (2016) Experimental iron amendment suppresses toxic cyanobacteria in a hypereutrophic lake. Ecol Appl 26(5):1517–1534

    Google Scholar 

  • Owoade-Olawale R (2010) Water and sediment quality assessment of river Ogun Around the Cattle Market of ISheri, NIgeria.

  • Pal S, Mondal P, Bhar S, Chattopadhyay B, Mukhopadhyay SK (2014) Oxidative response of wetland macrophytes in response to contaminants of abiotic components of East Kolkata wetland ecosystem. J Limnol Rev 14(2):101–108

    CAS  Google Scholar 

  • Pandey LK, Sharma YC, Park J, Choi S, Lee H, Lyu J, Han T (2018) Evaluating features of periphytic diatom communities as biomonitoring tools in fresh, brackish and marine waters. Aquat Toxicol 194:67–77

    CAS  Google Scholar 

  • Peters EC, Gassman NJ, Firman JC, Richmond RH, Power EA (1997) Ecotoxicology of tropical marine ecosystems. Environ Toxicol Chem 16(1):12–40

    CAS  Google Scholar 

  • Pielou EC (1966) The measurement of diversity in different types of biological collections. J Theor Biol 13:131–144

    Google Scholar 

  • Pitta P, Tsapakis M, Apostolaki ET, Tsagaraki T, Holmer M, Karakassis I (2009) ‘Ghost nutrients’ from fish farms are transferred up the food web by phytoplankton grazers. Mar Ecol Prog Ser 374:1–6

    Google Scholar 

  • Qi YZ (2003) Harmful algal blooms in China Seas. Science Press, Beijing, p 280

    Google Scholar 

  • Qi YZ (2008) Studies on red tides in the South China Sea. Guangdong Economic Press, Guangzhou, p 566

    Google Scholar 

  • Rajkumar M, Perumal P, Prabu VA, Perumal NV, Rajasekar KT (2009) Phytoplankton diversity in Pichavaram mangrove waters from south-east coast of India. J Environ Biol 30(4):489–498

    CAS  Google Scholar 

  • Round FE, Crawford RM, Mann DG (1990) The diatoms: biology and morphology of the genera. Cambridge University Press, Cambridge

    Google Scholar 

  • Sampathkumar P, Balakrishnan S, Kamalakannan K, Sankar R, Ramkumar L, Ramesh S, Kabilan N, Sureshkumar T, Thenmozhi C, Gopinath M, Jayasudha S, Arokiyasundram A, Lenin T, Balasubramanian T (2015) Hydrographical parameters and phytoplankton assemblages along the Pondicherry—Nagapattinam coastal waters, southeast coast of India. Advances in climate Change. Research 6:36–45

    Google Scholar 

  • Schumann R, Baudler H, Glass A, Dümcke K, Karsten U (2006) Long-term observations on salinity dynamics in a tideless shallow lagoon of the Southern Baltic Sea coast. J Mar Syst 60:330–344

    Google Scholar 

  • Shannon CE, Weaver W (1963) The mathematical theory of communications. University of Illinois Press, Urbana, p 125

    Google Scholar 

  • Sharma RC, Singh N, Chauhan A (2016) The influence of physico-chemical parameters on phytoplankton distribution in a head water stream of Garhwal Himalayas: a case study. Egypt J Aquat Res 42: 11-21

  • Shashi Shekhar TR, Kiran BR, Puttaiah ET, Shivaraj Y, Mahadevan KM (2008) Phytoplankton as index of water quality with reference to industrial pollution. J Environ Biol 29:233–236

    Google Scholar 

  • Shrestha S, Kazama F (2007) Assessment of surface water quality using multivariate statistical techniques: a case study of the Fuji river basin. Jpn Environ Model Softw 22(4):464–475

    Google Scholar 

  • Silva C, Yáñez E, Martín-Díaz ML, DelValls TA (2012) Assessing a bioremediation strategy in a shallow coastal system affected by a fish farm culture – application of GIS and shellfish dynamic models in the Rio San Pedro, SW Spain. Mar Pollut Bull 64:751–765

    CAS  Google Scholar 

  • Smith VH (1983) Low nitrogen to phosphorous ratio favour dominance by blue-green algae in lake phytoplankton. Science 221:669–670

    CAS  Google Scholar 

  • Smucker NJ, Vis ML (2011) Diatom biomonitoring of streams: Reliability of reference sites and the response of metrics to environmental variations across temporal scales. Ecol Indic 11:1647–1657

    CAS  Google Scholar 

  • Souissi S, Yahia-kefi OD, Yahia MND (2000) Spatial characterization of nutrient dynamics in Bay of Tunis (South-western Mediterranean) using multivariate analyses: consequences for phyto-and zooplankton distribution. J Plankton Res 22(11):2039–2059

    Google Scholar 

  • Sournia A (1978) Phytoplankton manual: monographs on oceanographic methodology. United Nations Educational, Scientific and Cultural Organization (UNESCO), UK

    Google Scholar 

  • Sterner RW, Elser JJ (2002) Ecological stoichiometry: the biology of elements from molecules to the biosphere. Princeton University Press, Princeton, NJ, USA

  • Stevenson RJ, Pan Y, Manoylov KM, Parker CA, Larsen DP (2008) Development of diatom indicators of ecological conditions for streams of the western US. J N Am Benthol Soc 27:1000–1016

    Google Scholar 

  • Stirling G, Wilsey B (2001) Empirical relationships between species richness, evenness, and proportional diversity. Am Nat 158(3):286–299

    CAS  Google Scholar 

  • Stockner JG (1971) Preliminary characterization of lakes in the experimental lakes area North Western Ontario, using diatom occurrences in sediments. J Fish Res Board Canada 28:265–275

    Google Scholar 

  • Stockner JG, Benson WW (1967) The succession of diatom assemblages in the recent sediment of Lake Washington. Limnol Oceanogr 12:513–532

    Google Scholar 

  • Tas B, Gonulol B (2007) An ecologic and taxonomic study on phytoplankton of a shallow lake. Turk J Environ Biol 28:439–445

    Google Scholar 

  • Telesh IV (2004) Plankton of the Baltic estuarine ecosystems with emphasis on Neva Estuary: a review of present knowledge and research perspectives. Mar Pollut Bull 49:206–219

    CAS  Google Scholar 

  • Ter Braak CJF (1986) Canonical Correspondence Analysis: a new eigenvector technique for multivariate direct gradient analysis. Ecology 67:1167–1179

    Google Scholar 

  • Teta R, Romano V, Sala GD, Picchio S, De Sterlich D, Mangoni A, Di Tullio G, Costantino V, Lega M (2017) Cyanobacteria as indicators of water quality in Campania coasts, Italy: a monitoring strategy combining remote/proximal sensing and in situ data. Environ Res Lett 12:024001

    Google Scholar 

  • Tiwari A, Chauhan SVS (2006) Seasonal phytoplanktonic diversity of Kitham Lake. Agra J Environ Biol 27:35–38

    Google Scholar 

  • Tomlinson PB (1986) The botany of mangroves. Cambridge University Press, Cambridge

    Google Scholar 

  • Toulibah HE, Abu EL-Kheir WS, Kuchari MG, Abdulwassi NH (2010) Phytoplankton composition at Jeddah Coast - Red Sea Saudi Arabia in relation to some ecological factors. JKAU: Sci 22:115–131

    Google Scholar 

  • van Dam H, Mertens A, Sinkeldam J (1994) A coded checklist and ecological indicator values of freshwater diatoms from The Netherlands. J Aquat Ecol 28:117–133

    Google Scholar 

  • Wagner H, Fanesi A, Wilhelm C (2016) Freshwater phytoplankton responses to global warming. J Plant Physiol 203:127–134

    CAS  Google Scholar 

  • Wang YS, Lou ZP, Sun CC, Sun S (2008) Ecological environment changes in Daya Bay, China, from 1982 to 2004. Mar Pollut Bull 56(2008):1871–1879

    CAS  Google Scholar 

  • Wang YS, Lou ZP, Sun CC (2012) Identification of water quality and zooplankton characteristics in Daya Bay, China, from 2001 to 2004. Environ Earth Sci 66:655–671

    CAS  Google Scholar 

  • Wang YS (2013) Assessment and remediation techniques of mangrove ecosystem. The Science Publishing Company, Beijing, p 300–316. 4&5

    Google Scholar 

  • Wang YS (2019) Molecular ecology of mangroves. The Science Publishing Company, Beijing

    Google Scholar 

  • Wang W, Wang M (2007) The mangroves of China. The Science Publishing Company, Beijing

    Google Scholar 

  • Wassie TA, Melese AW (2017) Impact of physicochemical parameters on phytoplankton compositions and abundances in Selameko Manmade Reservoir, Debre Tabor, South Gondar, Ethiopia. Appl Water Sci 7:1791–1798

    CAS  Google Scholar 

  • Watson SB, McCauley E, Downing J (1997) Patterns in phytoplankton taxonomic composition across temperate lakes of differing nutrient status. Limnol Oceanogr 42:486–495

    Google Scholar 

  • Wei Z, Lei W, Lianfang Z (2010) Effect of nutrient level on phytoplankton community structure in different water bodies. J Environ Sci 22:32–39

    Google Scholar 

  • Wilhm JL (1975) Biological indicators of pollution. In: Whitton BA (ed.) River ecology, studies in ecology, Vol. 2. Blackwell Science Publications, London, p 375–402

    Google Scholar 

  • Wilh J, Dorris TC (1968) Biological parameters of water quality. Bioscience 18:477–481

    Google Scholar 

  • Wu JT (1984) Phytoplankton as bioindicator for water quality in Taipei. Bot Bull Acad Sin 25:205–214

    Google Scholar 

  • Wu ML, Wang YS (2007) Using chemometrics to evaluate anthropogenic effects in Daya Bay, china. Estuar Coast Shelf Sci 72:732–742

    CAS  Google Scholar 

  • Wu ML, Wang YS, Sun CC, Wang H, Dong JD, Han SH (2009) Identification of antropogenic effects and seasonality on water quality in Daya Bay, South China Sea. J Environ Manag 90:3082–3090

    CAS  Google Scholar 

  • Wu ML, Wang YS, Gu JD (2015) Assessment for water quality by artificial nentral network in Daya Bay, South China Sea. Excotoxicology 24(7-8):1632–1642

    CAS  Google Scholar 

  • Young YK, Wong CK, Yau K, Qian PY (2001) Long-term changes in water quality and phytoplankton characteristics in Port Shelter, Hong Kong, from 1988-1998. Mar Pollut Bull 42(10):981–992

    Google Scholar 

  • Zeinalzadeh K, Rezaei E (2017) Determining spatial and temporal changes of surface water quality using principal component analysis. J Hydrol Reg Stud 13:1–10

    Google Scholar 

  • Zhang M, Yu Y, Yang Z, Kong F (2016) Deterministic diversity changes in freshwater phytoplankton in the Yunnan-Guizhou Plateau lakes in China. Ecolo Indic 63:273–281

    Google Scholar 

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Acknowledgements

This research was supported by the National Key Research and Development Plan (No. 2017FY100700), the National Natural Science Foundation of China (No. U1901211, No. 41430966 and No. 41876126), International Partnership Program of Chinese Academy of Sciences (No. 133244KYSB20180012) and the Strategic Priority Research Program of the Chinese Academy of Sciences (No. XDA23050200, and No. XDA13010500, No. XDA13020503).

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Inyang, A.I., Wang, YS. Phytoplankton diversity and community responses to physicochemical variables in mangrove zones of Guangzhou Province, China. Ecotoxicology 29, 650–668 (2020). https://doi.org/10.1007/s10646-020-02209-0

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