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Generic Modelling of Faecal Indicator Organism Concentrations in the UK
Centre for Research into Environment and Health, University of Wales, Trinity Saint David, Lampeter, Ceredigion, SA48 7ED, UK
School of Environmental Sciences, University of East Anglia, Norwich, Norfolk, NR4 7TJ, UK
Catchment and Coastal Research Centre, River Basin Dynamics and Hydrology Research Group, IGES, Aberystwyth University, Aberystwyth, Ceredigion, SY23 3DB, UK
* Author to whom correspondence should be addressed.
Received: 4 May 2011; in revised form: 9 June 2011 / Accepted: 14 June 2011 / Published: 20 June 2011
Abstract: To meet European Water Framework Directive requirements, data are needed on faecal indicator organism (FIO) concentrations in rivers to enable the more heavily polluted to be targeted for remedial action. Due to the paucity of FIO data for the UK, especially under high-flow hydrograph event conditions, there is an urgent need by the policy community for generic models that can accurately predict FIO concentrations, thus informing integrated catchment management programmes. This paper reports the development of regression models to predict base- and high-flow faecal coliform (FC) and enterococci (EN) concentrations for 153 monitoring points across 14 UK catchments, using land cover, population (human and livestock density) and other variables that may affect FIO source strength, transport and die-off. Statistically significant models were developed for both FC and EN, with greater explained variance achieved in the high-flow models. Both land cover and, in particular, population variables are significant predictors of FIO concentrations, with r2 maxima for EN of 0.571 and 0.624, respectively. It is argued that the resulting models can be applied, with confidence, to other UK catchments, both to predict FIO concentrations in unmonitored watercourses and evaluate the likely impact of different land use/stocking level and human population change scenarios.
Keywords: faecal indicator organisms; Water Framework Directive; bathing waters; water quality modelling; land cover; population; stocking density; microbial source apportionment
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MDPI and ACS Style
Crowther, J.; Hampson, D.I.; Bateman, I.J.; Kay, D.; Posen, P.E.; Stapleton, C.M.; Wyer, M.D. Generic Modelling of Faecal Indicator Organism Concentrations in the UK. Water 2011, 3, 682-701.
Crowther J, Hampson DI, Bateman IJ, Kay D, Posen PE, Stapleton CM, Wyer MD. Generic Modelling of Faecal Indicator Organism Concentrations in the UK. Water. 2011; 3(2):682-701.
Crowther, John; Hampson, Danyel I.; Bateman, Ian J.; Kay, David; Posen, Paulette E.; Stapleton, Carl M.; Wyer, Mark D. 2011. "Generic Modelling of Faecal Indicator Organism Concentrations in the UK." Water 3, no. 2: 682-701.