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Evaluating upward trends in groundwater nitrate concentrations: an example in an alluvial plain of the Campania region (Southern Italy)

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Abstract

To achieve the objectives of the Water Framework Directive’s, the identification and reversal of significant upward trends in pollutant concentrations in groundwater is crucial. A statistically significant increase in a pollutant, groups of pollutants or pollution indicators in groundwater bodies, means an upward trend in concentration values, calculated using a recognized statistical method, at least 90% significant. Following this aim, we focused on a groundwater body of southern Italy, with high concentration of nitrate and, therefore, defined “at risk”, on the basis of its bad quality status. In this area, we calculated the trends of the time series of nitrate concentrations in groundwater. We described the adopted procedure for trend analysis, following the guidelines proposed by the Italian Institute for Environmental Protection and Research (ISPRA). We used the Mann–Kendall method for calculating the statistical significance of the upward trend of time series and, successively, the Sen method for estimating the value of the trend (angular coefficient). We applied these methods also to forecast nitrate concentrations in groundwater in 2021 and in 2027. We found differences in the sampling stations in terms of groundwater quality and trends, as a result of different environmental factors. Peculiarly, the location of the wells presenting upward trends seems to be in areas with high population density and intensive agriculture.

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References

  • APAT-IRSA, C. N. R. (2003) Metodi analitici per le acque. APAT Manuali e linee guida 29:2003. In Italian

    Google Scholar 

  • AquaTerra (2004) Integrated modelling of the river-sediment-soil groundwater system: advanced tools for the management of catchment areas and river basins in the context of global change. Integrated Project of the 6th EU RTD Framework Programme Project no. 505428. AquaTerra. http://www.euaquaterra. de/

  • Burow KR, Nolan BT, Rupert MG, Dubrovsky NM (2010) Nitrate in groundwater of the United States, 1991–2003. Environ Sci Technol 44(13):4988–4997

    Article  Google Scholar 

  • CLC (2012)—Copernicus land monitoring services. http://land.copernicus.eu/pan-european/corine-land-cover/clc-2012

  • Corniello A, Ducci D (2014) Hydrogeochemical characterization of the main aquifer of the “Litorale Domizio-Agro Aversano NIPS” (Campania—southern Italy). J Geochem Explor 137:1–10

    Article  Google Scholar 

  • Daughney CJ, Reeves RR (2005) Definition of hydrochemical facies in the New Zealand national groundwater monitoring programme. J Hydrol 44(2):105–130

    Google Scholar 

  • D.lgs. 30/2009 (2009) Legislative decree n. 30–16 March 2009. Italian transposition of Directive 2006/118/EC on the protection of groundwater against pollution and deterioration

  • D.M. Env. (2016) Italy: transposition of Directive 2014/80/EC, modifying the annex II of the Directive 2006/118/EC

  • Ducci D, Condesso De Melo MT, Preziosi E, Sellerino M, Parrone D, Ribeiro L (2016) Combining Natural Background Levels (NBLs) assessment with indicator kriging analysis to improve groundwater quality data interpretation and management. Sci Total Environ 569–570:569–584

    Article  Google Scholar 

  • Ducci D, Della Morte R, Mottola A, Onorati G, Pugliano G (2019a) Nitrate trends in groundwater of the Campania region (southern Italy). Environ Sci Pollut Res 26:2120–2131

    Article  Google Scholar 

  • Ducci D, Della Morte R, Mottola A, Onorati G, Pugliano G (2019b) Evaluation of nitrate trends in groundwater: a case study in a groundwater body in southern Italy. Proceedings from the “Flowpath National Meeting on Hydrogeology 2019” (Milano, 12–14 giugno 2019). Ledizioni srl: 218–220. https://doi.org/10.14672/55260121

  • Ducci D, Del Gaudio E, Sellerino M, Stellato L, Corniello A (2019c) Hydrochemical and isotopic analyses to identify groundwater nitrate contamination. The alluvial-pyroclastic aquifer of the Campanian plain (southern Italy). GEAM Geoeng Environ Min 156(1):4–12

    Google Scholar 

  • Gilbert RO (1987) Statistical methods for environmental pollution monitoring. Wiley, New York

    Google Scholar 

  • Hansen B, Thorling L, Schullehner J, Termansen M, Dalgaard T (2017) Groundwater nitrate response to sustainable nitrogen management. Sci Rep 7(1):8566

    Article  Google Scholar 

  • Hirsch RM, Slack JR (1984) A nonparametric trend test for seasonal data with serial dependence. Water Resour Res 20(6):727–732

    Article  Google Scholar 

  • Hirsch RM, Slack JR, Smith RA (1982) Techniques of trend analysis for monthly water quality data. Water Resour Res 18(1):107–121

    Article  Google Scholar 

  • ISO 10304 (1995) Water quality—Determination of dissolved anions by liquid chromatography of ions

  • ISO 10304 (2007) Water quality—Determination of dissolved anions by liquid chromatography of ions

  • ISO 5667-11 (2009) Water quality—Sampling—Part 11: Guidance on sampling of groundwater

  • ISPRA Italian Institute for Environmental Protection and Research (2017) Guidelines for the assessment of increasing and inversion trends in groundwater (Ministerial Decree, 2016), 161/2017. In Italian

  • Kahya E, Kalayci S (2004) Trend analysis of streamflow in Turkey. J Hydrol 289:128–144

    Article  Google Scholar 

  • Kendall M (1975) Multivariate analysis. Charles Griffin Co. LTD, London, p 210

    Google Scholar 

  • Lee JY, Lee KK (2003) Viability of natural attenuation in a petroleum-contaminated shallow sandy aquifer. Environ Pollut 126:201–212

    Article  Google Scholar 

  • Mann HB (1945) Nonparametric test against trend. Econometrica 13:245–259

    Article  Google Scholar 

  • Morgenstern U, Daughney CJ (2012) Groundwater age for identification of impacts of land-use intensification and natural hydrochemical evolution on groundwater quality—The National Groundwater Monitoring Programme of New Zealand. J Hydrol 456–457:79–93

    Article  Google Scholar 

  • Scarsbrook MR and McBride GB (2007) Best practice guidelines for the statistical analysis of freshwater quality data. Prepared for the Ministry for the Environment, NIWA Client Report HAM2007-088

  • Sen PK (1968) Estimates of regression coefficients based on Kendall’s tau. J Am Stat Assoc 63:1379–1389

    Article  Google Scholar 

  • WFD EU (2000).Directive 2000/60/EU of the European Parliament and of the Council of 23 October 2000 Establishing a framework for Community Action in the field of water policy. Official Journal of the European Communities, L327

  • Yue S, Pilon P, Cavadias G (2002) Power of the Mann-Kendall and Spearman’s rho tests for detecting monotonic trends in hydrological series. J Hydrol 259(1–4):254–271

    Article  Google Scholar 

  • Zhang Q, Liu C, Xu CY, Xu Y, Jiang T (2005) Observed trends of annual maximum water level and streamflow during the past 130 years in the Yangtze River basin. China. J Hydrol 324:255–265

    Article  Google Scholar 

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Correspondence to Daniela Ducci.

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This article is a part of the Topical Collection in Environmental Earth Sciences on “Impacts of Global Change on Groundwater in Western Mediterranean Countries” guest edited by Maria Luisa Calvache, Carlos Duque and David Pulido-Velazquez.

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Ducci, D., Della Morte, R., Mottola, A. et al. Evaluating upward trends in groundwater nitrate concentrations: an example in an alluvial plain of the Campania region (Southern Italy). Environ Earth Sci 79, 319 (2020). https://doi.org/10.1007/s12665-020-09062-8

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