Multivariate analyses for investigating highly polluted marine ecosystem: The case study of Mar Piccolo (Taranto, South Italy)
Keywords:
polluted sedimentsAbstract
This study presents the benefits of the application of multivariate techniques for the hazard assessment of a heavily polluted marine ecosystem. The study area, named Mar Piccolo, near Taranto city (Southern Italy), is a shallow marine basin located nearby an industrial compromised area, declared by the national government as Contaminated Site of Environmental Interest (SIN) due to the presence of long-lasting large industrial settlements that have severely impacted the marine environment. Besides the anthropogenic pressures, the marine basin is characterized by high productivity of several species at different trophic levels of the food chain, that confers to the bottom sediments an unusually high organic matter content. The latter is even enhanced by the presence of freshwater springs in the marine basin. The dynamism of the ecosystem demands for advanced evaluation tools for its correct characterisation. Multivariate ANOVA allied by Hierarchical Clustering are applied in this research to provide a readable picture of the quality status of the sediments, aiming at identifying different loading factors and getting insights into their simultaneous effects. The innovative approach adopted circumvents inefficient time-consuming procedures, usually required by the conventional univariate analyses of each parameter selected for sediment characterisation. A comprehensive hazard assessment was possible thanks to a clear graphical representation of the hazard distribution that supported the identification of the hazard controlling factors, confirming the efficiency of the adopted approach. The tools proposed herein can thus be recommended for the decision makers in investigating and interpretation of the quality status of complex polluted marine eco-systems.
References
Arndt, S., Jørgensen, B.B., LaRowe, DE., Middelburg, J.J., Pancost R.D., 2013 (Quantifying the degradation of organic matter in marine sediments: a review and synthesis. Earth science reviews 123, 53–86. doi:10.1016/j.earscirev.2013.02.008
Bartolini, G., 2016. L'influenza della sostanza organica nei processi di diagenesi precoce nei sedimenti del Mar Adriatico e Ionio. PhD Thesis.
Bellucci, L.G., Cassin. D., Giuliani S., Botter M., Zonta S., 2016. Sediment pollution and dynamic in the Mar Piccolo of Taranto (southern Italy): insights from bottom sediment traps and surficial sediments. Environmental Science and Pollution Research 23(13). doi:10.1007/s11356-016-6738-6
Cardellicchio, N., Covelli S., Cibiç T., 2016. Integrated enviromental characterisation of the contaminated marine coastal are of Taranto, Ionian Sea (sourthern Italy). Environ.Sci. Pollut. Res. 23, 12491–12494. doi:10.1007/s11356-016-6836-5
Covelli, S., Fontolan, G., 1997. Application of a normalization procedure in determining regional geochemical baselines. Environ. Geol., 30 (1997), 34–45. doi:10.1007/s002540050130
Einax, J., Zwanziger, H. and Geiss, S., 1997. Chemometrics in Environmental Analysis. J. Wiley, Weinheim.
Fostner, U., 1982. Accumulative phases for heavy metals in limnic sediments. Hydrobiologia 91.
Gao, X., Yang, Y., Wang, C., 2012. Geochemistry of organic carbon and nitrogen in surface sediments of coastal Bohai Bay inferred from their ratios and stable isotopic signatures. Mar. Poll. Bull. 64 (2012), pp. 1148–1155
Giandomenico, S., Cardellicchio, N., Spada L., Annichiaro, C., Di Leo, A., 2016. Metals and PCB levels in some edible marine organisms from the Ionian Sea: dietary intake evaluation and risk for consumers. Environmental Science and Pollution Research. 23(13), 12596–12612. doi:10.1007/s11356-015-5280-2
ISPRA, 2010. Evaluation of Characterization Results for the Identification of Appropriate Actions for Remediation of Site of National Interest of Taranto. (2010), p. 90. Technical Report August 2010.
Lofu, A., Mastrorilli, P., Dell'Anna, M.M., Mali M., Sisto, R., Vignola, R., 2016. Iron (II) modified natural zeolites for hexavalent chromium removal from contaminated water. Arch. Environ. Prot. 42(1), 35–40. doi:10.1515/aep-2016-0004
Mayer., L.M., 1994. Surface area control of organic carbon accumulation in continental shelf sediments. Geochim. Cosmochim. Acta, 58 (1994), 1271–1284. doi:10.1016/0016-7037(94)90381-6
Mali, M. Dell’Anna, MM. Notarnicola, M., Mastrorilli, P., Damiani, L., 2017. Combining chemometric tools for assessing hazard sources and factors acting simultaneously in contaminated areas. Case study: “Mar Piccolo” Taranto (South Italy). Chemosphere 2017. V. 184, 784–794. doi:10.1016/j.chemosphere.2017.06.028
Mali, M., Dell'Anna, MM., Mastrorilli, P. Damiani, L., Piccini, A.F., 2017c. Assessment and source identification of pollution risk for touristic ports: Heavy metals and polycyclic aromatic hydrocarbons in sediments of 4 marinas of the Apulia region (Italy). (2017) Marine Pollution Bulletin. 114(2), 768–777.
Mali, M., Ungaro N., Cardellicchio A., Dell’Anna M.M., Romanazzi G., Mastrorilli P., Damiani L., 2019. Long-term monitoring programs to assess environmental pressures on coastal area: Weighted indexes and statistical elaboration as handy tools for decision-makers. Ecological Indicators. 101, 838–850. doi:10.1016/j.ecolind.2019.01.085
Massart, D.L., Kaufman, L. 1983. The Interpretation of Analytical Chemical Data by the Use of Cluster Analysis. J. Wiley, New York 1983.
McKillup, 2012. Statistics Explained. An introductory guide for life scientists. Cambridge University Press (2012)
Petronio, BM, Cardellicchio, N, Calace, N, Pietroletti, M, Pietrantonio, M, Caliandro, L., 2012. Spatial and temporal heavy metal concentration (Cu, Pb, Zn, Hg, Fe, Mn, Hg) in sediments of the Mar Piccolo in Taranto. Water Air Soil Pollut. doi:10.1007/s11270-011-0908-4
Zuffianò, L.E., Basso, A., Casarano, D., Dragone, V., Limoni, P.P., Romanazzi, A., Santaloia, F., Polemio, M., 2016. Coastal hydrogeological system of Mar Piccolo (Taranto, Italy). Environmental Science and Pollution Research. 23 (13), pp. 12502–12514 doi:10.1007/s11356-015-4932-6
Published
Issue
Section
License
Manuscripts must be original. They must not be published or be under consideration for publication elsewhere, in whole or in part. It is required that the lead author of accepted papers complete and sign the MSU Press AEHM Author Publishing Agreement and provide it to the publisher upon acceptance.