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�n=40 <br /> forest"scenario does not achieve the Stage II nutrient allocations prescribed in the Falls Lake Rules <br /> or compliance with the chlorophyll-a criterion at all lake monitoring stations. <br /> Figure 12 shows the simulated and observed chlorophyll-a concentrations using the UNRBA Falls <br /> Lake WARMF model developed for 2014 to 2018. The model was developed and calibrated to <br /> observations collected from 2015 to 2018 while 2014 was used to initialize the model. The orange <br /> line shows the calibrated model, and the dots show the observations. The top half of the figure <br /> shows results at Interstate 85 in the upper part of the lake. The bottom half of the figure shows <br /> results in the lower part of the lake near the <br /> dam. As with the box and whisker plot shown 150 Calibrated — All Forest <br /> in Figure 5, the upper lake has higher and <br /> more variable chlorophyll-a concentrations 100 <br /> than the lower lake. While the "all forest" no <br /> watershed-scale human inputs scenario (green ' <br /> 40 -- <br /> line) has lower chlorophyll-a concentrations <br /> than the calibrated model, it still exceeds the -_ <br /> 0 <br /> 40 pg/L chlorophyll-a standard (red dashed <br /> line) in the upper lake. At Interstate 85, 75 <br /> approximately 32 percent of the simulated o <br /> chlorophyll-a concentrations exceed 40 pg/L J 50 <br /> under this hypothetical scenario. For the 40 ------- ---- ---� ,�--.- ---- <br /> calibrated model (2015 to 2018 conditions), 25 <br /> 38 percent of the simulated chlorophyll-a 0 <br /> values exceed 40 pg/L at this location. 2015 2016 2017 2018 2019 <br /> Therefore, while the percent exceedance Figure 12.Simulated Chlorophyll-a Concentrations in Upper Falls <br /> decreases, not even this hypothetical scenario Lake at Interstate 85(top)and Lower Falls Lake near the Dam <br /> can meet the chlorophyll-a standard (bottom) <br /> everywhere, all the time in Falls Lake. <br /> Therefore, it is not possible to achieve the <br /> chlorophyll-a standard in Falls Lake as currently applied. <br /> Significant reductions in nutrient loading to Falls Lake have been achieved since the baseline period. <br /> Another scenario was evaluated with the EFDC model to determine if these reductions from the <br /> watershed would eventually lead to reductions in the amount of nutrients cycled into and out of the <br /> Falls Lake sediments and whether this would lower simulated chlorophyll-a concentrations. While <br /> changes to the internal nutrient releases were predicted, the simulated chlorophyll-a concentrations <br /> did not change significantly. This finding indicates that algae and chlorophyll-a levels will be very <br /> resistant to changes in nutrient loading or other conditions of the lake. <br /> A question that was frequently asked by stakeholders is the importance of USACE lake operations on <br /> nutrient storage, algal growth, and chlorophyll-a concentrations in Falls Lake. A scenario was <br /> evaluated that simulates an outflow structure at normal pool elevation so that water is not retained <br /> for flood control purposes. Because the USACE already targets this elevation in their operations,this <br /> scenario did not significantly affect simulated water quality in Falls Lake. Maximum values of some <br /> parameters either increased or decreased or shifted in time. However, the percent of simulated <br /> chlorophyll-a concentrations at 1-85 exceeding 40 pg/L(37 percent) was nearly the same as the <br /> calibrated model (38 percent). Scenarios were also evaluated to determine the percent reduction in <br /> nitrogen and phosphorus loading to Falls Lake that would be required to meet the chlorophyll-a <br /> standard at least 90 percent of the time in the upper part of the lake where concentrations are <br /> usually highest. This analysis shows that an additional 50 percent reduction in total nitrogen loading <br /> beyond what has already been achieved would be required. <br /> 21 <br />