Abstract
The present study investigated the status of the phytoplankton community as a bio-indicator of Ganga River’s water quality under riverbed mining and wastewater disposal impacted regions of Haridwar, India. The data were analyzed using various tools such as coefficient of variation (CV), principal component analysis (PCA), detrended correspondence analysis (DCA), Pearson's correlation, and canonical correspondence analysis (CCA). The PCA analysis showed that the parameters such as electrical conductivity, total dissolved solids, turbidity, total hardness, and alkalinity had the highest factor loadings in the mining-influenced zones. A total of thirty-two phytoplankton species were found belonging to four families: Chlorophyceae (53.82%), Bacillariophyceae (37.02%), Cyanophyceae (7.72%), and Dinophyceae (1.45%). The phytoplankton species identified at DCA, i.e., Diatom sp., Navicula sp., Synendra sp., occurred in greater abundance in the non-mining-influenced zones while Euglena sp., Ulothrix sp., and Volvox sp. occurred in the mining-influenced zones. Moreover, CCA showed a strong relationship between water quality parameters and the phytoplankton community. Overall, this study suggests that anthropogenic activities in the study area had a significant impact (P < 0.05) on phytoplankton diversity and therefore decisive measures should be taken to conserve, which serves as the main food for fish.
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Abbreviations
- BIS:
-
Bureau of Indian standards,
- DCA:
-
Detrended correspondence analysis
- PCA:
-
Principal component analysis,
- CCA:
-
Canonical correspondence analysis;
- ind./L:
-
Individuals/L
- EC:
-
Electrical conductivity
- WT:
-
Water temperature
- TU:
-
Turbidity
- TDS:
-
Total dissolved solids
- DO:
-
Dissolved oxygen
- BOD:
-
Biochemical oxygen demand
- Na + :
-
Sodium
- K + :
-
Potassium
- TH:
-
Total hardness
- TA:
-
Alkalinity
- Ca2 + :
-
Calcium
- Mg2 + :
-
Magnesium
- S:
-
Salinity
- PP1:
-
Ankistrodesmus Sp.
- PP2:
-
Chlamydomonas Sp.
- PP3:
-
Chlorella Sp.
- PP4:
-
Closterium Sp.
- PP5:
-
Cladophora Sp.
- PP6:
-
Eudorina Sp.
- PP7:
-
Eudornia Sp.
- PP8:
-
Oocystis Sp.
- PP9:
-
Pediastrum Sp.
- PP10:
-
Spirogyra Sp.
- PP11:
-
Scenedesmus Sp.
- PP12:
-
Ulothrix Sp.
- PP13:
-
Vaucheria Sp.
- PP14:
-
Volvox Sp.
- PP15:
-
Euglena Sp.
- PP16:
-
Amphora Sp.
- PP17:
-
Cymbella Sp.
- PP18:
-
Denticula Sp.
- PP19:
-
Diatom Sp.
- PP20:
-
Fragilaria Sp.
- PP21:
-
Gomphonema Sp.
- PP22:
-
Navicula Sp.
- PP23:
-
Nitzschia Sp.
- PP24:
-
Pinnularia Sp.
- PP25:
-
Rhopalodia Sp.
- PP26:
-
Synedra Sp.
- PP27:
-
Tabellaria Sp.
- PP28:
-
Anabaena Sp.
- PP29:
-
Microcystis Sp.
- PP30:
-
Nostoc Sp.
- PP31:
-
Ceratium Sp.
- PP32:
-
Peridinium Sp.
References
Abrantes N, Antunes SC, Pereira MJ, Goncalves F (2006) Seasonal succession of cladocerans and phytoplankton and their interactions in a shallow eutrophic lake (Lake Vela, Portugal). Acta Oecol 29:54–64. https://doi.org/10.1016/j.actao.2005.07.006
Ahammad F (2004) Catch Composition of Estuarine Set Bag Net (ESBN) in the Moheshkhali Channel of the Bay of Bengal. Thesis, Institute of Marine Sciences, University of Chittagong, Bangladesh, Bangladesh. M.Sc
Almeida C, Gonzalez SO, Mallea M, Gonzalez P (2012) A recreational water quality index using chemical, physical and microbiological parameters. Enviro Sci Poll Res 19(8):3400–3411. https://doi.org/10.1007/s11356-012-0865-5
Aswal RS, Singh P, Kamboj N, Singh R (2016) Chemometric techniques: a comparative study of drinking water sources of Dehradun and Haridwar, Uttarakhand (India). Adv Health and Environ Safety Select Proceed HSFEA 2016:345–352. https://doi.org/10.1007/978-981-10-7122-5_33
Badrakh A, Chultemdorji T, Tserendorj T, Vanya D, Dalaijamts C, Hagan R, Govind S, Shinee E (2008) A study of the quality and hygienic conditions of spring water in Mongolia. J Water Health 6:141–148. https://doi.org/10.2166/wh.2007.017
Bruns DA (2005) Macroinvertibrate response to land cover, Habitat, and water chemistry in a a mining-impacted river ecosystem: a GIS watershed analysis. Aquatic Sci 67(4):403–423. https://doi.org/10.1007/s00027-005-0792-3
Chauhan A, Singh S (2010) Evaluation of Ganga eater for drinking purpose by water quality index at Rishikesh, Uttarakhand. India Rep Op 2(9):53–61
Das D, Pathak A, Pal S (2018) Diversity of phytoplankton in some domestic wastewater-fed urban fish pond ecosystems of the Chota Nagpur Plateau in Bankura. India Appl Water Sci 8:84. https://doi.org/10.1007/s13201-018-0726-6
Derakhshannia M, Dalvand S, Asakereh B, Ostad-Ali-Askari K (2020) Corrosion and deposition in Karoon River, Iran, based on hydrometric stations. Int J Hydrol Sci Technol 10(4):334–345. https://doi.org/10.1504/IJHST.2020.108264
Heydari N, Fatemi SMR, Mashinchain A, Nadushan Musavi R, Raeisi B (2018) Seasonal species diversity and abundance of phytoplankton from the southwestern Caspian Sea. Inter Aquatic Res 10:375–390. https://doi.org/10.1007/s40071-018-0213-6
Jafari N, Nabavi SM, Akhavan M (2011) Ecological investigation of zooplankton abundance in the river Haraz Northeast Iran: impact of environmental variables. Arch Biol Sci Belgrade 63:785–798. https://doi.org/10.2298/abs1103785j
Jain CK, Malik DS, Tomar G (2018) Seasonal variation in physico-chemical and phytoplankton diversity of Alaknanda River at Garhwal region (Uttarakhand). Inter J Fisheries and Aquatic Stud 6(2): 353–357. https://www.fisheriesjournal.com/archives/2018/vol6issue2/PartE/6-1-73-324.pdf
Jindal R, Sharma C (2010) Studies on water quality of Sutlej River around Ludhiana with reference to physicochemical parameters. Environ Monit Assess 174:417–425. https://doi.org/10.1007/s10661-010-1466-8
Kamboj N, Kamboj V (2019b) Water quality assessment using overall index of pollution in riverbed-mining area of Ganga-River Haridwar. India Water Sci 33(1):65–74. https://doi.org/10.1080/11104929.2019.1626631
Kamboj N, Kamboj V (2019c) Morphometric and meristic study of four freshwater fish species of river Ganga. Indian J Animal Sci 89(4):470–473
Kamboj V, Kamboj N (2020) Spatial and temporal variation of zooplankton assemblage in the mining-impacted stretch of Ganga River, Uttarakhand, India. Environ Sci Pollut Res 27:27135–27146. https://doi.org/10.1007/s11356-020-09089-1
Kamboj N, Kumar S, Chaubey AK (2015) Assessment of physico-chemical parameters of Solani River at Roorkee, Uttarakhand. India Inter J Curr Res 7(6):16670–16673
Kamboj N, Bharti M, Kamboj V, Rani A, Sharma S (2016) A comparative study of physico-chemical and bacteriological parameters of three different ritual bathing Ghats of Ganga River in India. ESSENCE - Inter J Enviro Rehab Conser 7(2):46–52
Kamboj V, Kamboj N, Sharma S (2017) Environmental impact of riverbed mining-a review. Inter J Sci Res Revi 7(1):504–520
Kamboj N, Kamboj V, Sharma AK (2020) Length-weight relationship of selected fish species at mining bed stretch of river Ganga at Haridwar. Ann Agri-Bio Res 25(2):251–254
Kamboj N, Kamboj V (2019) Riverbed mining as a threat to in-stream agricultural floodplain and biodiversity of Ganges River, India. In: Kumar, V., Kumar, R., Singh, J. and Kumar, P. (eds) Contaminants in Agriculture and Environment: Health Risks and Remediation, Volume 1, Agro Environ Media, Haridwar, India, pp. 250–263. DOI: https://doi.org/10.26832/AESA-2019-CAE-0151-019.
Kazmi AA, Bhatia A, Shadia A, Sharma M, Starkl M, Trivedi RC (2013) A short screening study on water quality of Indians Rivers and Lakes. J Indian Water Res Soc 33(3):28–33
Khanna DR, Bhutiani R, Matta G, Singh V, Bhadauriya G (2012) Study of planktonic diversity of river Ganga from Devprayag to Roorkee, Uttarakhand (India). Enviro Conser J 13(1&2):211–217
Khattak TM, Bhatti N, Murtaza G (2005) Evaluation of algae from the effluent of Dandot cement company, Dandot, Pakistan. J Appl Sci Environ Manage 9:147–149
Kondolf GM (1997) Hungry water: effects of dams and gravel mining on river channels. Enviro Manag 21:533–551
Liu C, Liu L, Shen H (2010) Seasonal variations of phytoplankton community structure in relation to physico-chemical factors in Lake Baiyangdian, China. Procedia Environ Sci 2:1622–1631. https://doi.org/10.1016/j.proenv.2010.10.173
Maiti SK (2004) Handbook of methods in Environmental Studies Vol. 1: Water and Wastewater analysis. ABD Publisher. ISBN: 978–81–8577–34–07.
Malik DS, Bharti U (2012) Status of plankton diversity and biological productivity of Sahastradhara stream at Uttarakhand. India J Appl Nat Sci 4(1):96–103. https://doi.org/10.31018/jans.v4i1.231
Malik DS, Sharma AK, Sharma AK (2020) Status of zooplankton diversity, abundance in relation to hydrography of ganga river and its tributaries at Rishikesh. Indian J Ecol 47(3):739–745
Malik DS, Sharma MK, Sharma AK, Kamboj V, Sharma AK (2021) Anthropogenic influence on water quality and phytoplankton diversity of upper Ganga basin: a case study of Ganga River and its major tributaries. World Water Policy 7:88–111. https://doi.org/10.1002/wwp2.12049
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
Needham JG, Needham PR (1962) A guide to freshwater biology. Holden Day Ins., San Francisco (USA). 108
Negi RK, Joshi PC, Negi T (2012) Seasonal variation and species composition of phytoplankton in Ganga River and its tributary at Garhwal region, Uttarakhand, India. Int J Environ Ecol Family Urban Stud 2:24–30
Ostad-Ali-Askari K, Shayannejad M, Ghorbanizadeh-Kharazi H (2017) Artificial neural network for modeling nitrate pollution of groundwater in marginal area of Zayandeh-rood River, Isfahan. Iran KSCE J Civil Eng 21(1):134–140. https://doi.org/10.1007/s12205-016-0572-8
Ostad-Ali-Askari K, Shayannejad M, Eslamian S, Navabpour B (2018) Comparison of solutions of Saint-Venant equations by characteristics and finite difference methods for unsteady flow analysis in open channel. Int J Hydrol Sci Technol 8(3):229–243. https://doi.org/10.1504/IJHST.2018.093569
Padmalal D, Maya K (2014) Impact of River sand Mining. Sand Mining- Environmental impacts and selected case studies. Environmental Sci Engin 31–56. ISSN: 1863–5520. https://doi.org/10.1007/978-94-017-9144-1_8.
Pal R, Dubey RK, Dubey SK, Singh AK (2017) Seasonal variations in physico-chemical properties of Yamuna water and its suitability for irrigation. Inter J Curr Microbio Applied Sci 6(12):1638–1647. https://doi.org/10.20546/ijcmas.2017.612.184
Palmer CM (1972) A composite rating of algae tolerating organic pollution load. J Phycol 5:78–82
Pandey P, Gupta N, Hussain J (2017) Effect of physicochemical and biological parameters on the quality of river water of Narmada, Madhya Pradesh, India. Water Sci 31:11–23. https://doi.org/10.1016/j.wsj.2017.03.002
Peck Yen T, Rohasliney H (2013) Status of water quality subject to sand mining in the Kelantan River. Kelantan Tropical Life Sci Res 24(1):19–34
Saha SB, Bhattacharya SB, Choudhary A (2000) Diversity of phytoplankton of a sewage pollution brackish water tidal ecosystem. J Env Biol 21(1):9–14
Sharma A, Sharma RC, Anthwal A (2007) Monitoring phytoplankton diversity in the hill stream Chandrabhaga in Garhwal Himalayas. Life Sci J 4:80–84
Sharma RC, Bahuguna M, Chauhan P (2008) Periphytonic diversity in Bhagirathi: preimopoundment study of Tehri dam reservoir. J Envir Sci Eng 5(4):255–262
Sharma PK, Pandey R, Raghuvanshi D, Shukla DN (2015) Assessment of physico-chemical parameters to investigate pollution status of river Ganga at Haridwar, Uttarakhand. India Asian J Biochem Pharma Res 4(5):170–177
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. Egyptian J Aquatic Res 42:11–21. https://doi.org/10.1016/j.ejar.2015.11.004
Sharma AK, Malik DS, Bargali H (2018) Status of plankton diversity in relation to water quality of Bhagirathi riverine system in Garhwal Himalaya. Inter J Adv Sci Res 3(1):30–37
Sharma AK, Malik DS, Sharma AK (2020) Status of zooplankton diversity, abundance in relation to hydrography of ganga river and its tributaries at rishikesh. Indian J Eco 47(3):739–745
Sharma AK, Kamboj V, Sharma AK, Thakur R, Sharma M (2021) Water quality and its impact on phytoplankton diversity: A case study of tehri reservoir. Garhwal Himalayas Sci Archives 1(3):166–173. https://doi.org/10.47587/SA.2020.1315
Sharma RC (2014) Biodiversity of upper Ganges: status, stresses and management. In: Sinha, R.K., Ahmed, B. (Eds.), Rivers for Life – Proceedings of the International Symposium on River Biodiversity: Ganges–Brahmaputra–Meghna River System, Ecosystems for Life, A Bangladesh–India Initiative. IUCN, International Union for Conservation of Nature, pp. 15–30.
Sreebha S, Padmalal D (2011) Environmental impact assessment of sand mining from the small catchment Rivers in the Southwestern Coast of India: a case study. Enviro Manage 47:130–140. https://doi.org/10.1007/s00267-010-9571-6
Sunil C, Somashekar RK, Nagaraja BC (2010) Riparian vegetation assessment of Cauvery River basin of South India. Environ Monit Assess 170:545–553. https://doi.org/10.1007/s10661-009-1256-3
Tas B, Gonulol A (2007) An ecological and taxonomic study on phytoplankton of a shallow lake, Turkey. J Environ Biol 28:439–445
Ter Braak CJF, Verdonscoht PFM (1995) Canopy correspondence analysis and related multivariate methods in aquatic ecology. Aquatic Sci 57(3):255–289. https://doi.org/10.1007/BF00877430
American Public Health Association (APHA) (2012) The standard method for the examination of water and wastewater (22 editions) Washington D.C. ISBN 978–087553–013–0
Tiwari A, Chauhan SVS (2006) Seasonal phytoplanktonic diversity of Kitham Lake. Agra J Enviro Bio 27(1):35–38
Trivedy RK, Goal PK (1984) In: chemical and biological methods for water pollution studies. Environmental Publication, Carad, India
Tyagi D, Malik DS (2017) Status of phytoplankton diversity and biomass in relation to productivity of Ram-Ganga reservoir at Kalagarh Uttarakhand). Inter J Fish Aquatic Stu 5(3):430–434
Acknowledgements
The authors are highly grateful to the Department of Zoology and Environmental Science, Gurukula Kangri (Deemed to be University), Haridwar, India is highly acknowledged for providing infrastructural facilities.
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This work is financially supported by the Department of Science and Technology (DST), New Delhi, India through INSPIRE program grant number IF160805.
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VK contributed to conceptualization, methodology, investigation, writing: original draft, preparation, data curation, software, and validation; NK contributed to supervision, resources, validation, and writing: review and editing; AKS contributed to validation, data curation; and writing: review and editing; AB contributed to validation and writing: review and editing;
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Kamboj, V., Kamboj, N., Sharma, A.K. et al. Phytoplankton communities as bio-indicators of water quality in a mining-affected area of the river Ganga, Haridwar, India. Energ. Ecol. Environ. 7, 425–438 (2022). https://doi.org/10.1007/s40974-022-00238-5
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DOI: https://doi.org/10.1007/s40974-022-00238-5