Abstract
The central west coast of India comprises the 720 km long coastline of Maharashtra state and houses widespread industrial zones along the eastern Arabian Sea. Sediments from seven industrial-dominated estuaries along the central west coast were studied for metal enrichment and benthic assemblages to determine sediment quality status and ecological effects in these areas. The suit of geochemical indices highlighted the contamination of sediment in the estuaries concerning heavy metals. Positive correlations of Hg with Co, Zn, Ni, Cr, and Pb indicated the source similarity and effect of anthropogenic activity. non-Metric Multidimensional Scaling (n-MDS) based on meiofaunal abundance showed a cleared separation of clusters through the gradient of heavy metal concentrations. The Canonical Correspondence Analysis (CCA) results with the Monte Carlo test signified those heavy metals influenced the meiobenthic community. Heavy metals (Cr, Ni, Zn, Cd, Pb, and Hg) were the main drivers shaping the meiofaunal community with a significant (p < 0.05) reduction in taxa richness, diversity, and evenness. Dominant meiofaunal assemblages evidence the tolerance of foraminiferans and nematodes. However, these taxa were affected by decreased abundance at impacted sites compared to other fauna. In conclusion, results demonstrated that impairment occurred in the meiofaunal community in most estuaries (except AB and KK).
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Data availability
The data that support the findings of this study are available on request from the corresponding author, [U.K. Pradhan]. The data are not publicly available due to restrictions [e.g., their containing information that could compromise the privacy of research participants].
References
Angelidis, M. O., & Aloupi, M. (1995). Metals in sediments of Rhodes Harbour. Greece Marine Pollution Bulletin, 31, 273–276.
Badr, N. B. E., El-Fiky, A. A., Mostafa, A. R., & Al-Mur, B. A. (2009). Metal pollution records in core sediments of some red sea coastal areas kingdom of Saudi Arabia. Environmental Monitoring and Assessment, 155, 509–526.
Baliarsingh, S. K., Srichandan, S., Sahu, K. C., & Lotliker, A. A. (2015). First record of Desmoscolex falcatus (Nematoda: Adenophorea: Desmoscolecida: Desmoscolecidae) from Rushikulya estuary, Odisha, India. Indian Journal of geo-Marine Sciences 44(4), 487–489.
Ben-Eliahu, N., Herut, B., Rahav, E., & Abramovich, S. (2020). Shell growth of large benthic foraminifera under heavy metals pollution: implications for geochemical monitoring of coastal environments. International Journal of Environmental Research and Public Health, 17(10), 3741.
Blanchet, H., de Montaudouin, X., Lucas, A., & Chardy, P. (2004). Heterogeneity of macrozoobenthic assemblages within a Zostera noltii seagrass bed: Diversity, abundance, biomass and structuring factors. Estuarine, Coastal and Shelf Science, 61(1), 111–123.
Brown, A. C., Nordstrom, K., McLachlan, A., Jackson, N. L., & Sherman, D. J. (2008). Sandy shores of the near future. In N. V. C. Polunin (Ed.), Aquatic Ecosystems (pp. 263–280). Cambridge University Press.
Buchanan, J. B. (1984). Sediment analysis. In N. A. Holme & A. D. McIntyre (Eds.), Methods for study of marine benthos (2nd ed., pp. 1–65). Blackwell Scientific Publications.
Cevik, F., Goksu, M. Z. L., Derici, O. B., & Findik, O. (2009). An assessment of metal pollution in surface sediments of Seyhan dam by using enrichment factor geoaccumulation index and statistical analyses. Environmental Monitoring and Assessment, 152, 309–317.
Chabukdhara, M., & Nema, A. K. (2012). Assessment of heavy metal contamination in Hindon River sediments: A chemometric and geochemical approach. Chemosphere, 87(8), 945–953.
Chakravarty, I. M., & Patgiri, A. D. (2009). Metal pollution assessment in sediments of the Dikrong River N E India. Journal of Human Ecology, 27(1), 63–67.
Chapman, P. M., & Wang, F. (2001). Assessing sediment contamination in estuaries. Environmental Toxicology and Chemistry, 20(1), 3–22.
Chapman, P. M., Wang, F., Janssen, C., Persoone, G., & Allen, H. E. (1998). Ecotoxicology of metals in aquatic sediments: Binding and release bioavailability risk assessment and remediation. Canadian Journal of Fisheries and Aquatic Sciences, 55, 2221–2243.
Cotano, U., & Villate, F. (2006). Anthropogenic influence on the organic fraction of sediments in two contrasting estuaries: A biochemical approach. Marine Pollution Bulletin, 52, 404–414.
CSIR-National Institute of Oceanography (CSIR-NIO) technical report. (2009). Monitoring of coastal marine and estuarine ecology of Maharashtra-Phase I. Part A (Main report)
CSIR-National Institute of Oceanography Technical report. (2009). Monitoring of Coastal marine and estuarine ecology of Maharashtra-Phase I. Part A (Main report)
CSIR-NIO technical report. (2009). Monitoring of Coastal marine and estuarine ecology of Maharashtra-Phase I. Part A (Main report)
CSIR-NIO technical report. (2011). Release of treated effluent from M/s. Lenzing Modi in Patalganga Estuary
CSIR-NIO technical report. (2018). Assessment of impact of release of effluents on ecology of inshore and coastal areas of Maharashtra and their management
Datta, D. K., & Subramanian, V. (1998). Distribution and fractionation of heavy metals in the surface sediments of the Ganges-Brahmaputra-Meghna river system in the Bengal basin. Environmental Geology, 36(1–2), 93–101.
Datta, D. K., Gupta, L. P., & Subramanian, V. (1999). Distributions of C, N and P in the sediments of the Ganges Brahmaputra-Meghna river system in the Bengal basin. Organic Geochemistry, 30, 75–82.
De Mora, S., Sheikholeslami, M.R., Wyse, E., Azemard, S., & Cassi, R. (2004). An assessment of metal contamination in coastal sediments of the Caspian Sea. Marine pollution bulletin, 48(1–2), 61–77.
Demirak, A., Yilmaz, F., Tuna, A. L., & Ozdemir, N. (2006). Heavy metals in water, sediment and tissues of Leuciscuscephalus from a stream in southwestern Turkey. Chemosphere, 63, 1451–1458.
Devanesan, E., Gandhi, M. S., Selvapandiyan, M., Senthilkumar, G., & Ravisankar, R. (2017). Heavy metal and potential ecological risk assessment in sedimentscollected from Poombuhar to Karaikal Coast of Tamilnadu using Energy dispersive X-ray fluorescence (EDXRF) technique. Beni-Suef University Journal of Basic and Applied Sciences, 6(3), 285–292.
Du Laing, G., Rinklebe, J., Vandecasteele, B., Meers, E., & Tack, F. M. (2009). Trace metal behaviour in estuarine and riverine floodplain soils and sediments: A review. Science of the Total Environment, 407(13), 3972–3985.
Fang, X., Peng, B., Wang, X., Song, Z., Zhou, D., Wang, Q., Qin, Z., & Tan, C. (2019). Distribution, contamination and source identification of heavy metals in bed sediments from the lower reaches of the Xiangjiang River in Hunan province, China. Science of the Total Environment, 689, 557–570.
Feng, H., Han, X., Zhang, W., & Yu, L. (2004). A preliminary study of heavy metal contamination in Yangtze River intertidal zone due to urbanization. Marine Pollution Bulletin, 49(11–12), 910–915.
Ghrefat, H. A., Abu-Rukah, Y., & Rosen, M.A. (2011). Application of geoaccumulation index and enrichment factor for assessing metal contamination in the sediments of Kafrain Dam, Jordan. Environmental monitoring and assessment, 178(1), 95–109.
Gireeshkumar, T. R., Deepulal, P. M., & Chandramohanakumar, N. (2012). Distribution and sources of sedimentary organic matter in a tropical estuary, south west coast of India (Cochin estuary): A baseline study. Marine Pollution Bulletin, 66, 239–245.
Gonza´lez, H., Bru¨gmann, L. (1991). Heavy metals in littoral deposits off Havana City. Cuba Chemistry and Ecology, 5, 171–179.
Guagliardi, I., Buttafuoco, G., Cicchella, D., & De Rosa, R. (2013). A multivariate approach for anomaly separation of potentially toxic trace elements in urban and peri-urban soils: An application in a southern Italy area. Journal of soils and sediments, 13(1), 117–128.
Guo, Y., Mei, X., Meng, X., Lan, X., Chen, H., & Yang, H. (2020). Benthic foraminifera and its response to heavy metal pollution: A case study from Liaodong Bay, China. Marine Pollution Bulletin, 154, 111084.
Huang, L., Fan, Liu., Wen-Feng, Tan., & Ming-Kuang, Wang. (2015). Geochemical characteristics of trace elements in argillans of Alfisols in Central China. Pedosphere, 25(3), 415–427.
Islam, M. S., & Tanaka, M. (2004). Impacts of pollution on coastal and marine ecosystems including coastal and marine fisheries and approach for management: A review and synthesis. Marine Pollution Bulletin, 48, 624–649.
Islam, M. S., Ahmed, M. K., Raknuzzaman, M., Habibullah-Al-Mamun, M., & Masunaga, S. (2015). Assessment of trace metals in fish species of urban rivers in Bangladesh and health implications. Environmental Toxicology and Pharmacology, 3, 347–357.
Jayabarathi, R., Padmavati, G., & Anandavelu, I. (2012). Abundance and species composition of harpacticoid copepods from a sea grass patch of South Andaman, India. Current Research Journal of Biological Sciences, 4(6), 717–724.
Jha, S. K., Chavan, S. B., Pandit, G. G., & Sadasivan, S. (2003). Geochronology of Pb and Hg pollution in a coastal marine environment using global fallout. Journal of Environmental Radioactivity, 69, 145–157.
Koo, J. H., Lee, G., Hwang, H., Kim, J. B., Kim, S. S., & Hwang, D. W. (2019). Distribution of organic matter and heavy metals in the surface sediments from fishery resources protection areas in the southwestern coast of Korea. Journal of the Korean Society of Marine Environment & Safety, 25(6), 666–677.
Kumar, S. P., & Edward, P. (2009). Assessment of metal concentration in the sediment cores of Manakudi estuary south west coast of India. Indian Journal of Material Science, 38(2), 235–248.
Laing, G. D., Rinklebe, J., Vandecasteele, B., Meers, E., & Tack, F. M. G. (2008). Trace metal behaviour in estuarine and riverine floodplain soils and sediments: A review. Science of the Total Environment, 2008(407), 3972–3985.
Liu, W. X., Li, X. D., Shen, Z. G., Wang, D. C., Wai, O. W. H., & Li, Y. S. (2003). Multivariate statistical study of heavy metal enrichment in sediments of the Pearl River Estuary. Environmental Pollution, 121, 377–388.
Liu, M., Hou, L. J., Xu, S. Y., Ou, D. N., Yang, Y., Yu, J., & Wang, Q. (2006). Organic carbon and nitrogen stable isotopes in the intertidal sediments from the Yangtze Estuary. China. Mar. Pollut. Bull., 52(12), 1625–1633.
Liu, C., Xu, J., Liu, C., Zhang, P., & Dai, M. (2009a). Heavy metals in the surface sediments in Lanzhou Reach of Yellow River, China. Bulletin of Environmental Contamination and Toxicology, 82(1), 26–30.
Liu, C., Xu, J., Liu, C., Zhang, P., & Dai, M. (2009b). Heavy metals in the surface sediments in Lanzhou reach of yellow river China. Bulletin Environmental Contam Toxicol, 82, 26–30.
Liu, R., Guo, L., Men, C., Wang, Q., Miao, Y., & Shen, Z. (2019). Spatial-temporal variation of heavy metals’ sources in the surface sediments of the Yangtze River Estuary. Marine pollution bulletin, 138, 526–533.
Loring, D. H., & Rantala, R. T. T. (1992). Manual for the geochemical analyses of marine sediments and suspended particulate matter. Earth-Science Reviews, 32, 235–283.
MacFarlane, G. B., & Burchettt, M. D. (2000). Cellular distribution of Cu, Pb and Zn in the Grey mangrove Avicemnia marina (Forsk.). Vierh Aquatic Botany, 68, 45–59.
Marchand, C., Lallier-Vergés, E., Baltzer, F., Albéric, P., Cossa, D., & Baillif, P. (2006). Heavy metals distribution in mangrove sediments along the mobile coastline of French Guiana. Marine Chemistry, 98(1–2), 1–17.
Milacic, R., Scancar, J., Murko, S., Kocman, D., & Horvat, M. (2010). A complex investigation of the extent of pollution in sediments of the Sava River. Part 1: Selected elements. Environmental Monitoring and Assessment, 163, 263–275.
Mirza, R., Moeinaddini, M., Pourebrahim, S., & Zahed, M. A. (2019). Contamination, ecological risk and source identification of metals by multivariate analysis in surface sediments of the khouran Straits, the Persian Gulf. Marine pollution bulletin, 145, 526–535.
Mulik, J., Sukumaran, S., & Srinivas, T. (2020). Factors structuring spatio-temporal dynamics of macrobenthic communities of three differently modified tropical estuaries. Marine Pollution Bulletin, 150, 110767.
Nair, C. K., Balachand, A. N., & Chacko, J. (1993). Sediment characteristics in relation to changing hydrography of Cochin estuary. Indian Journal of Material Science, 22, 33–36.
Ota, Y., Suzuki, A., Yamaoka, K., Nagao, M., Tanaka, Y., Irizuki, T., Fujiwara, O., Yoshioka, K., Kawagata, S., Kawano, S., & Nishimura, O. (2021). Geochemical distribution of heavy metal elements and potential ecological risk assessment of Matsushima Bay sediments during 2012–2016. Science of the Total Environment, 751, 141825.
Pradhan, U. K., Wu, Y., Shirodkar, P. V., Zhang, J., & Zhang, G. (2014). Sources and distribution of organic matter in thirty five tropical estuaries along the west coast of India-a preliminary assessment. Estuarine Coastal and Shelf Science, 151, 21–33.
Qiu, Y.-W., Lin, D., Liu, J.-Q., & Zeng, E. Y. (2011). Bioaccumulation of trace metals in farmed fish from South China and potential risk assessment. Ecotoxicology and Environmental Safety, 74, 284–293.
Quang, N. X., Chau, N. N., Smol, N., Prozorova, L., & Vanreusel, A. (2016). Intertidal nematode communities in the Mekong estuaries of Vietnam and their potential for biomonitoring. Environmental monitoring and assessment, 188(2), 1–16.
Raj, S. M., & Jayaprakash, M. (2008). Distribution and enrichment of trace metals in marine sediments of Bay of Bengal, off Ennore, south-east coast of India. Environmental Geology, 56(1), 207–217.
Ram, A., Rokade, M. A., & Zingade, M. D. (2003). Mercury in sediments of Ulhas estuary. Marine Pollution Bulletin, 46, 846–857.
Ram, A., Rokade, M. A., Zingde, M. D., & Borole, D. V. (2009). Post-depositional memory record of mercury in sediment near the effluent disposal site of a chlor-alkali plant in Thane Creek-Mumbai Harbour. Indian Environmental Technology, 30(8), 765–783.
Rao, M. N., Ram, A., Pradhan, U. K., & Siddaiah, V. (2019). Factors controlling organic matter composition and trophic state in seven tropical estuaries along the west coast of India. Environmental Geochemistry and Health Health, 41(2), 1–18.
Rokade, M.A. (2009). Heavy metal burden in coastal marine sediments of north-west coast of India in relation to pollution A Ph.D. thesis submitted to Mumbai University, pp. 1–162.
Semprucci, F., Boi, P., Manti, A., Harriague, A. C., Rocchi, M., Colantoni, P., Papa, S., & Balsamo, M. (2010). Benthic communities along a littoral of the Central Adriatic Sea (Italy). Helgoland Marine Research, 64(2), 101–115.
Seshan, B. R. R., Natesan, U., & Deepthi, K. (2010). Geochemical and statistical approach for evaluation of heavy metal pollution in core sediments in southeast coast of India. Journal of Environmental Science and Technology., 7(2), 291–306.
Sharad, K. J., Pushpendra, K., & Agarwal, V. P. S. (2007). Hydrology and Water Resources of India (743). London: Springer.
Sundaramanickam, A., Shanmugam, N., Cholan, S., Kumaresan, S., Madeswaran, P., & Balasubramanian, T. (2016). Spatial variability of heavy metals in estuarine, mangrove and coastal ecosystems along Parangipettai, Southeast coast of India. Environmental Pollution, 218, 186–195.
Sutherland, R. A. (2000). Bed sediment-associated trace metals in an urban stream Oahu. Environmental Geology., 39, 611–627.
Szefer, P., Glasby, G. P., Kusak, A., Szefer, K., Jankowska, H., Wolowicz, M., & Ali, A. A. (1998). Evaluation of anthropogenic flux of metallic pollutants into Puck Bay, Southern Baltic. Applied Geochemistry, 13, 293–304.
Tchounwou, P., Yedjou, C., Patlolla, A., & Sutton, D. (2012). Heavy metal toxicity and the environment. Molecular, Clinical and Environmental Toxicology, 101, 133–164.
ter Braak, C. J. F., & Smilauer, P. (2002). CANOCO reference manual and CanoDraw for Windows. User’s guide: software for canonical community ordination (version 4.5). Ithaca, New York, USA: Microcomputer Power.
Tomlinson, D. L., Wilson, J. G., Harris, C. R., & Jeffrey, D. W. (1980). Problems in the assessment of heavy-metal levels in estuaries and the formation of a pollution index. Helgoländer Meeresuntersuchungen, 33, 566–575.
Valdés, J., Vargas, G., Sifeddine, A., Ortlieb, L., & Guinez, M. (2005). Distribution and enrichment evaluation of heavy metals in Mejillones Bay (23 S), Northern Chile: Geochemical and statistical approach. Marine Pollution Bulletin, 50(12), 1558–1568.
Veerasingam, S., Venkatachalapathy, R., & Ramkumar, T. (2014). Historical environmental pollution trend and ecological risk assessment of trace metals in marine sediments off Adyar estuary, Bay of Bengal. Indian Environmental Earth Sciences, 71(9), 3963–3975.
Wang, X., Liu, B., & Zhang, W. (2020). Distribution and risk analysis of heavy metals in sediments from the Yangtze River Estuary, China. Environmental Science and Pollution Research, 27(10), 10802–10810.
Wu, B., Song, J., & Li, X. (2014). Linking the toxic metals to benthic community alteration: A case study of ecological status in the Bohai Bay. Marine Pollution Bulletin, 83, 116–126.
Yadav, A., Ram, A., Majithiya, D., Salvi, S., Sonavane, S., Kamble, A., Ghadigaonkar, S., Jaiswar, J. R. M., & Gajbhiye, S. N. (2015). Effect of heavy metals on the carbon and nitrogen ratio in Avicennia marina from polluted and unpolluted regions. Marine Pollution Bulletin, 101(1), 359–365.
Yang, Y., Chen, F., Zhang, L., Liu, J., Wu, S., & Kang, M. (2012). Comprehensive assessment of heavy metal contamination in sediment of the Pearl River Estuary and adjacent shelf. Marine Pollution Bulletin, 64, 1947–1955.
Yi, Y., Yang, Z., & Zhang, S. (2011). Ecological risk assessment of heavy metals in sediment and human health risk assessment of heavy metals in fishes in the middle and lower reaches of the Yangtze River basin. Environmental Pollution, 159(10), 2575–2585.
Zhang, W., Yu, L., Hutchinson, S. M., Xu, S., Chen, Z., & Gao, X. (2001b). China’s Yangtze Estuary: I. Geomorphic influence on heavy metal accumulation in intertidal sediments. Geomorphology, 41, 195–205.
Zhang, W., Yu, L., Hutchinson, S. M., Xu, S., Chen, Z., & Gao, X. (2001a). China’s Yangtze Estuary: I. Geomorphic influence on heavy metal accumulation in intertidal sediments. Geomorphology, 41(2–3), 195–205.
Zhang, Y., Tian, Y., Shen, M., & Zeng, G. (2018). Heavy metals in soils and sediments from Dongting Lake in China: occurrence, sources, and spatial distribution by multivariate statistical analysis. Environmental Science and Pollution Research, 25(14), 13687–13696.
Zhang, H., Walker, T. R., Davis, E., & Ma, G. (2019). Spatiotemporal characterization of metals in small craft harbour sediments in Nova Scotia, Canada. Marine pollution bulletin, 140, 493–502.
Zhao, H., Xia, B., Fan, C., Zhao, P., & Shen, S. (2012). Human health risk from soil heavy metal contamination under different land uses near Dabaoshan Mine Southern China. Science of the Total Environment, 417, 45–54.
Zhou, H. Y., Peng, X. T., & Pan, J. M. (2004). Distribution, source and enrichment of some chemical elements in sediments of the Pearl River Estuary, China. Continental Shelf Research, 24(16), 1857–1875.
Zoumis, T., Schmidt, A., Grigorova, L., & Calmano, W. (2001). Contaminants in sediments: Remobilisation and demobilisation. Science of the Total Environment, 266, 195–202.
Zourarah, B., Maanan, M., Robin, M., & Carruesco, C. (2008). Sedimentary records of anthropogenic contribution to heavy metal content in OumErBia estuary (Morocco). Environmental Chemistry Letters, 7(1), 67–78.
Acknowledgements
The authors would like to thank the Director, CSIR-National Institute of Oceanography (CSIR-NIO), and the Scientist-in-Charge, CSIR-NIO, Regional Centre, Mumbai, for providing all necessary facilities and encouraging the work. The authors are very glad and grateful to the Maharashtra Pollution Control Board (MPCB) for financial support. We also would like thank the other members and entire team CSIR-NIO for physical support during field collections. This is CSIR-NIO's contribution No. 6890.
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All authors contributed to the study conception and design. MNR helped in sample collection, analysis, and writing, GS contributed to collection, analysis, and writing, AR supervised the study, UKP edited the manuscript, SS reviewed the article, LK collected the sample, UPB analyzed the data, VS supervised the study.
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Rao, M.N., Gaikwad, S., Ram, A. et al. Effects of sedimentary heavy metals on meiobenthic community in tropical estuaries along eastern Arabian Sea. Environ Geochem Health 45, 731–750 (2023). https://doi.org/10.1007/s10653-022-01239-3
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DOI: https://doi.org/10.1007/s10653-022-01239-3