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Risk of illness percentages were calculated at various discharge percentiles for each<br />

loading reduction. The differences between risk of illness at full FS loading and the<br />

other loadings were determined. This accounts for the risk reduction expected by<br />

reducing FS loading.<br />

Benefits accruing to the population were calculated for each discharge percentile.<br />

These values were aggregated across all percentile flows and corrected for the<br />

frequency of occurrence to determine total annual benefits (TB). Because the<br />

entire Scottish population w<strong>as</strong> used, the total benefit value had to be corrected to<br />

elicit benefits occurring only at Irvine Beach. A 2004 study indicated that 3% of all<br />

Scottish beach visits were made to Irvine Beach (Scottish Executive Social Research,<br />

2004). The total benefits to Scotland were therefore multiplied by 3% to calculate<br />

the benefits at Irvine Beach. To calculate future benefits, discounting w<strong>as</strong> done to<br />

give the present value. This w<strong>as</strong> done on a 25-year timescale with a 6% interest<br />

rate in this study, <strong>as</strong> they are similar to values used in evaluating costs of agricultural<br />

infr<strong>as</strong>tructure and machinery.<br />

Using the above framework, benefits from reducing faecal loading were calculated<br />

for the River Irvine catchment. Irvine Beach is located in Ayrshire in the west of<br />

Scotland (Grid Reference: NS305375). Discharge data from SEPA for the River Irvine<br />

for 1989–2003 were used to determine summer flow percentiles.<br />

RESULTS AND DISCUSSION<br />

FS concentrations at Irvine beach simulated with the modifications of the Vinten<br />

et al. (2004) model are shown in Figure 2. Risk of illness w<strong>as</strong> determined for all<br />

loadings at various levels of discharge (Figure 3). Table 4 shows the annual benefit,<br />

and aggregated benefit over 25 years of improved bathing water quality at Irvine<br />

Beach.<br />

100000<br />

75 th 80 th 85 th 90 th Percentile Flow<br />

95 th<br />

BW Faecal Streptococc<br />

(cfu/100 mL)<br />

10000<br />

1000<br />

100<br />

10<br />

1<br />

C urrent loading<br />

25% reduction<br />

50% reduction<br />

75% reduction<br />

80% reduction<br />

85% reduction<br />

90% reduction<br />

95% reduction<br />

0 1 2 3 4 5<br />

Daily C atchment Discharge (mm/day)<br />

Figure 2: Predictions of faecal streptococci concentrations in bathing water<br />

at the Irvine Beach at various river Irvine scaled discharges<br />

214

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