SCCF LOSOM iter2

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name: title
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### Lake Okeechobee System Operating Manual

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#### Iteration 2 Modeling - S-77/S-308 Load Estimates

*Sanibel-Captiva Conservation Foundation*

*Conservancy of Southwest Florida*

July 08, 2021 (Updated: July 16, 2021 )

]

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<img src="./Plots/SCCF Logo knockout_c.png" width="40%" style="display: block; margin: auto;" />

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.footnote[
Paul Julian PhD [<svg aria-hidden="true" role="img" viewBox="0 0 512 512" style="height:1em;width:1em;vertical-align:-0.125em;margin-right:0.2em;font-size:inherit;fill:currentColor;overflow:visible;position:relative;"><path d="M502.3 190.8c3.9-3.1 9.7-.2 9.7 4.7V400c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V195.6c0-5 5.7-7.8 9.7-4.7 22.4 17.4 52.1 39.5 154.1 113.6 21.1 15.4 56.7 47.8 92.2 47.6 35.7.3 72-32.8 92.3-47.6 102-74.1 131.6-96.3 154-113.7zM256 320c23.2.4 56.6-29.2 73.4-41.4 132.7-96.3 142.8-104.7 173.4-128.7 5.8-4.5 9.2-11.5 9.2-18.9v-19c0-26.5-21.5-48-48-48H48C21.5 64 0 85.5 0 112v19c0 7.4 3.4 14.3 9.2 18.9 30.6 23.9 40.7 32.4 173.4 128.7 16.8 12.2 50.2 41.8 73.4 41.4z"/></svg>](mailto: pjulian@sccf.org) .small[pjulian@sccf.org]
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---
name: alternatives

### Iteration 2 - Model runs

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Enhances SLE ecology.</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a46a4d52">BB</td><td class="cl-a46a4d53">SPLC Framework. Improve water supply to pre-LORS08</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a46a4d52">CC</td><td class="cl-a46a4d53">Pareto Plan D Framework. Enhances CRE ecology and improves water supply</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a46a4d52">DD</td><td class="cl-a46a4d53">Pareto Plan A Framework. Incremental improvement over LORS.</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a46a4d52">EE1</td><td class="cl-a46a4d53">Stage Target Operation Framework. Improve water supply performance by reducing flows south.</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a46a4d52">EE2</td><td class="cl-a46a4d53">Stage Target Operations Framework. Reduce flows to SLE by reducing Zone B release rate.</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a46a4d54">SR3.5</td><td class="cl-a46a4d55">SFWMD Sensitivity Run for CC (NOT an offical alternative)</td></tr></tbody><tfoot><tr style="overflow-wrap:break-word;"><td colspan="2"class="cl-a46a4d56"> 1 Existing Conditions Baseline 2019, revised (replaces LSMECB)</td></tr><tr style="overflow-wrap:break-word;"><td colspan="2"class="cl-a46a4d56"> 2 No action Condition 2025 (replaces LSM25B)</td></tr></tfoot></table></div></template>
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.small[

**SR3.5**
* Was included in this evaluation but is **NOT** an official iteration 2 alternative.

* Built from alternative CC

* SFWMD sensitivity run which serves as an example run incorporating policy direction (as informed by the Governing Board) and trade-offs between oper the different systems

* Presented at the July 15th 2021 Governing Board

]

---
name: methods

### Methods
* Due to variability in concentration-Discharge relationships and lack of water quality-hydrodynamic model (like ENLM) monthly mean TP and TN concentration data was used.

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1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-a48e284c{width:36pt;background-color:transparent;vertical-align: middle;border-bottom: 2pt solid rgba(102, 102, 102, 1.00);border-top: 2pt solid rgba(102, 102, 102, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-a48e284d{width:72pt;background-color:transparent;vertical-align: middle;border-bottom: 2pt solid rgba(102, 102, 102, 1.00);border-top: 2pt solid rgba(102, 102, 102, 1.00);border-left: 1pt solid rgba(190, 190, 190, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}</style><table class='cl-a4963dc2'><thead><tr style="overflow-wrap:break-word;"><td class="cl-a48e2846"> </td><td colspan="2"class="cl-a48e2847">Total Phosphorus (μg L⁻¹) </td><td colspan="2"class="cl-a48e2849">Total Nitrogen (mg L⁻¹)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e284c">Month</td><td class="cl-a48e284a">S-77</td><td class="cl-a48e284b">S-308</td><td class="cl-a48e284d">S-77</td><td class="cl-a48e284a">S-308</td></tr></thead><tbody><tr style="overflow-wrap:break-word;"><td class="cl-a48e014b">Jan</td><td class="cl-a48e0149">79 ± 34 (72)</td><td class="cl-a48e014a">258 ± 142 (46)</td><td class="cl-a48e0148">1.43 ± 0.23 (71)</td><td class="cl-a48e0149">2.27 ± 0.97 (45)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e014b">Feb</td><td class="cl-a48e0149">89 ± 46 (66)</td><td class="cl-a48e014a">238 ± 149 (43)</td><td class="cl-a48e0148">1.46 ± 0.35 (67)</td><td class="cl-a48e0149">2.02 ± 0.75 (43)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e014b">Mar</td><td class="cl-a48e0149">93 ± 33 (66)</td><td class="cl-a48e014a">229 ± 179 (42)</td><td class="cl-a48e0148">1.54 ± 0.59 (66)</td><td class="cl-a48e0149">2.03 ± 1.09 (42)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e014b">Apr</td><td class="cl-a48e0149">117 ± 71 (73)</td><td class="cl-a48e014a">220 ± 88 (49)</td><td class="cl-a48e0148">1.55 ± 0.25 (67)</td><td class="cl-a48e0149">1.95 ± 0.48 (45)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e014b">May</td><td class="cl-a48e0149">112 ± 61 (75)</td><td class="cl-a48e014a">186 ± 72 (51)</td><td class="cl-a48e0148">1.69 ± 0.55 (69)</td><td class="cl-a48e0149">1.79 ± 0.43 (46)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e014b">Jun</td><td class="cl-a48e0149">116 ± 82 (65)</td><td class="cl-a48e014a">179 ± 86 (42)</td><td class="cl-a48e0148">1.65 ± 0.42 (65)</td><td class="cl-a48e0149">1.64 ± 0.60 (39)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e014b">Jul</td><td class="cl-a48e0149">153 ± 103 (72)</td><td class="cl-a48e014a">210 ± 120 (48)</td><td class="cl-a48e0148">1.79 ± 0.40 (70)</td><td class="cl-a48e0149">1.55 ± 0.28 (47)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e014b">Aug</td><td class="cl-a48e0149">158 ± 90 (73)</td><td class="cl-a48e014a">185 ± 108 (49)</td><td class="cl-a48e0148">1.81 ± 0.71 (67)</td><td class="cl-a48e0149">1.57 ± 0.49 (49)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e014b">Sep</td><td class="cl-a48e0149">154 ± 87 (74)</td><td class="cl-a48e014a">184 ± 95 (51)</td><td class="cl-a48e0148">1.72 ± 0.47 (71)</td><td class="cl-a48e0149">1.60 ± 0.48 (51)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e014b">Oct</td><td class="cl-a48e0149">109 ± 99 (73)</td><td class="cl-a48e014a">177 ± 84 (47)</td><td class="cl-a48e0148">1.64 ± 0.66 (70)</td><td class="cl-a48e0149">1.56 ± 0.31 (46)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e014b">Nov</td><td class="cl-a48e0149">81 ± 42 (71)</td><td class="cl-a48e014a">192 ± 86 (46)</td><td class="cl-a48e0148">1.47 ± 0.33 (69)</td><td class="cl-a48e0149">1.87 ± 0.64 (46)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a48e014c">Dec</td><td class="cl-a48e014f">84 ± 39 (71)</td><td class="cl-a48e014d">236 ± 129 (47)</td><td class="cl-a48e014e">1.45 ± 0.24 (69)</td><td class="cl-a48e014f">2.07 ± 0.76 (47)</td></tr></tbody><tfoot><tr style="overflow-wrap:break-word;"><td colspan="5"class="cl-a48e2845"> Mean ± Std Dev (N)</td></tr><tr style="overflow-wrap:break-word;"><td colspan="5"class="cl-a48e2845"> POR: May 1999 - April 2020</td></tr></tfoot></table></div></template>
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---
name: methods2

### Methods

* Monthly TP/TN concentrations were pulled from a normal distribution using monthly mean and sd values for each month within the simulation period of record (1965 - 2016).

* If negative "simulated" values occurred (its possible given a normal distribution), the values was set to the POR mean value.

.left-code[
*Example R Code*

```r
set.seed(123)
mean.val<-0.1168
sd.val<-0.0826

sim.TP<-rnorm(1,
 mean=mean.val,
 sd=sd.val)
sim.TP
```

```
## [1] 0.07050471
```
]

.right-plot[

<div class="figure" style="text-align: center">
<img src="./Plots/normdist_ex.png" alt="Example normal distribution with with `sim.TP` identified." width="1333" />
Example normal distribution with with `sim.TP` identified.
</div>

]

---
name: methods3

### Methods

**Proof of concept**

* Comparison of observed and simulated WQ data
  * POR: May 1999 - Apirl 2020
  * Want to ensure long-term mean values are comparable (i.e. POR mean).

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class="cl-a4affc7f">TN (mg L⁻¹)</td><td class="cl-a4affc80">1.82</td><td class="cl-a4affc80">0.68</td><td class="cl-a4affc80">1.84</td><td class="cl-a4affc80">0.67</td></tr></tbody></table></div></template>
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---
name: methods3

### Methods

* Simulated TP & TN conc. were paired with daily discharge values for each alternative during the period of simulation.
* Load were estimated by interpolating concentrations daily from simulated data. Daily interpolated
water quality concentrations were then multiplied by daily flow and summed for each WY.
* Load and FWM were estimated for S-77, S-308 and S-308 backflow events.

**Assumptions**
* No annual (or seasonal) trend in TP or TN concentrations during the period of simulation.

* Monthly data come from a normal distribution.

---
name: S77 bxp

### S-77 Load

<img src="./Plots/Iteration_2/S77_Load_bxp.png" width="70%" style="display: block; margin: auto;" />
.center[Boxplot representing annual TP (top) and TN (bottom) loads during the simulation period across alternatives. Black-dashed line represents the FWO median and green dashed line and point in boxplot indicates period of simulation mean.]

---
name: S77 loadsum

### S-77 Load Summary

.pull-left[
<img src="./Plots/Iteration_2/S77_Load_PerDiff.png" width="100%" style="display: block; margin: auto;" />
]

.pull-right[
Percent difference of average load relative to the FWO (NA25) alternative over the entire simulation period for total phosphorus (left) and total nitrogen (right) loads.

]

---
name: S77 bxp2

### S-77 FWM

<img src="./Plots/Iteration_2/S77_FWM_bxp.png" width="70%" style="display: block; margin: auto;" />
.center[Boxplot representing annual TP (top) and TN (bottom) flow-weighted mean concentration during the simulation period across alternatives. Black-dashed line represents the FWO median and green dashed line and point in boxplot indicates period of simulation mean.]

---
name: S77 loadsum

### S-77 FWM Summary

.pull-left[
<img src="./Plots/Iteration_2/S77_FWM_PerDiff.png" width="100%" style="display: block; margin: auto;" />
]

.pull-right[
Percent difference of average load relative to the FWO (NA25) alternative over the entire simulation period for total phosphorus (left) and total nitrogen (right) loads.

]

---
name: S308 bxp

### S-308 Load

<img src="./Plots/Iteration_2/S308_Load_bxp.png" width="70%" style="display: block; margin: auto;" />
.center[Boxplot representing annual TP (top) and TN (bottom) loads during the simulation period across alternatives. Black-dashed line represents the FWO median and green dashed line and point in boxplot indicates period of simulation mean.]

---
name: S308 loadsum

### S-308 Load Summary

.pull-left[
<img src="./Plots/Iteration_2/S308_Load_PerDiff.png" width="100%" style="display: block; margin: auto;" />
]

.pull-right[
Percent difference of average load relative to the FWO (NA25) alternative over the entire simulation period for total phosphorus (left) and total nitrogen (right) loads.

]

---
name: S308 bxp2

### S-308 FWM

<img src="./Plots/Iteration_2/S308_FWM_bxp.png" width="70%" style="display: block; margin: auto;" />
.center[Boxplot representing annual TP (top) and TN (bottom) flow-weighted mean concentration during the simulation period across alternatives. Black-dashed line represents the FWO median and green dashed line and point in boxplot indicates period of simulation mean.]

---
name: S308 loadsum

### S-308 FWM Summary

.pull-left[
<img src="./Plots/Iteration_2/S308_FWM_PerDiff.png" width="100%" style="display: block; margin: auto;" />
]

.pull-right[
Percent difference of average load relative to the FWO (NA25) alternative over the entire simulation period for total phosphorus (left) and total nitrogen (right) loads.

]

---
name: summary

### S-77 Summary

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1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}</style><table class='cl-a4ebe8f8'><caption class="Table Caption">Period of simulation annual mean discharge, total phoshphorus and total nitrogen load and flow-weight mean concentrations</caption><thead><tr style="overflow-wrap:break-word;"><td class="cl-a4e350bd">Alt </td><td class="cl-a4e350bf">Discharge (kAc-Ft WY⁻¹)</td><td class="cl-a4e350c0">TP Load (kg WY⁻¹)</td><td class="cl-a4e350c0">TN Load (kg WY⁻¹)</td><td class="cl-a4e350be">TP FWM (μg L⁻¹)</td><td class="cl-a4e350be">TN FWM (mg L⁻¹)</td></tr></thead><tbody><tr style="overflow-wrap:break-word;"><td class="cl-a4e329d5">NA25</td><td class="cl-a4e329d7">573.5</td><td class="cl-a4e329d4">76413</td><td class="cl-a4e329d4">1106646</td><td class="cl-a4e329d6">106.1</td><td class="cl-a4e329d6">1.56</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a4e329d5">ECBr</td><td class="cl-a4e329d7">560.5</td><td class="cl-a4e329d4">74579</td><td class="cl-a4e329d4">1079588</td><td class="cl-a4e329d6">106.3</td><td class="cl-a4e329d6">1.56</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a4e329d5">AA</td><td class="cl-a4e329d7">619.5</td><td class="cl-a4e329d4">85015</td><td class="cl-a4e329d4">1209496</td><td class="cl-a4e329d6">108.4</td><td class="cl-a4e329d6">1.58</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a4e329d5">BB</td><td class="cl-a4e329d7">461.7</td><td class="cl-a4e329d4">61288</td><td class="cl-a4e329d4">883924</td><td class="cl-a4e329d6">106.4</td><td class="cl-a4e329d6">1.56</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a4e329d5">CC</td><td class="cl-a4e329d7">623.5</td><td class="cl-a4e329d4">85257</td><td class="cl-a4e329d4">1216571</td><td class="cl-a4e329d6">108.5</td><td class="cl-a4e329d6">1.57</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a4e329d5">DD</td><td class="cl-a4e329d7">564.6</td><td class="cl-a4e329d4">76327</td><td class="cl-a4e329d4">1096436</td><td class="cl-a4e329d6">109.3</td><td class="cl-a4e329d6">1.58</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a4e329d5">EE1</td><td class="cl-a4e329d7">517.6</td><td class="cl-a4e329d4">68360</td><td class="cl-a4e329d4">996942</td><td class="cl-a4e329d6">105.7</td><td class="cl-a4e329d6">1.56</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a4e329d5">EE2</td><td class="cl-a4e329d7">545.0</td><td class="cl-a4e329d4">72228</td><td class="cl-a4e329d4">1048646</td><td class="cl-a4e329d6">107.7</td><td class="cl-a4e329d6">1.57</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a4e329d9">SR3.5</td><td class="cl-a4e329db">522.1</td><td class="cl-a4e329d8">67914</td><td class="cl-a4e329d8">993709</td><td class="cl-a4e329da">103.3</td><td class="cl-a4e329da">1.54</td></tr></tbody><tfoot><tr style="overflow-wrap:break-word;"><td colspan="6"class="cl-a4e350bc"> WY1966 - 2016 (May 1965 - Apirl 2016)</td></tr></tfoot></table></div></template>
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---
name: summary

### S-308 Summary

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1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-a512a9e1{width:54pt;background-color:transparent;vertical-align: middle;border-bottom: 2pt solid rgba(102, 102, 102, 1.00);border-top: 2pt solid rgba(102, 102, 102, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}.cl-a512a9e2{width:36pt;background-color:transparent;vertical-align: middle;border-bottom: 2pt solid rgba(102, 102, 102, 1.00);border-top: 2pt solid rgba(102, 102, 102, 1.00);border-left: 0 solid rgba(0, 0, 0, 1.00);border-right: 0 solid rgba(0, 0, 0, 1.00);margin-bottom:0;margin-top:0;margin-left:0;margin-right:0;}</style><table class='cl-a51ddde0'><caption class="Table Caption">Period of simulation annual mean discharge, total phoshphorus and total nitrogen load and flow-weight mean concentrations for S308 and S-308 Backflow.</caption><thead><tr style="overflow-wrap:break-word;"><td class="cl-a51282ed"> </td><td colspan="5"class="cl-a51282f3">S-308 (From Lake to C-44 Canal)</td><td colspan="3"class="cl-a51282f2">S-308 Back Flow (From C-44 Canal to Lake)</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a512a9e2">Alt</td><td class="cl-a512a9de">Discharge (kAc-Ft WY⁻¹)</td><td class="cl-a51282f6">TP Load (kg WY⁻¹)</td><td class="cl-a51282f6">TN Load (kg WY⁻¹)</td><td class="cl-a512a9e1">TP FWM (μg L⁻¹)</td><td class="cl-a512a9e0">TN FWM (mg L⁻¹)</td><td class="cl-a512a9df">Discharge (kAc-Ft WY⁻¹)</td><td class="cl-a51282f6">TP Load (kg WY⁻¹)</td><td class="cl-a51282f6">TN Load (kg WY⁻¹)</td></tr></thead><tbody><tr style="overflow-wrap:break-word;"><td class="cl-a5125bfa">NA25</td><td class="cl-a5125bfc">190.1</td><td class="cl-a5125bfb">50582</td><td class="cl-a5125bfb">437137</td><td class="cl-a5125bfe">214.6</td><td class="cl-a5125bff">1.87</td><td class="cl-a5125bfd">38.8</td><td class="cl-a5125bfb">9894</td><td class="cl-a5125bfb">84024</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a5125bfa">ECBr</td><td class="cl-a5125bfc">240.2</td><td class="cl-a5125bfb">64181</td><td class="cl-a5125bfb">553614</td><td class="cl-a5125bfe">218.7</td><td class="cl-a5125bff">1.89</td><td class="cl-a5125bfd">45.9</td><td class="cl-a5125bfb">11421</td><td class="cl-a5125bfb">96162</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a5125bfa">AA</td><td class="cl-a5125bfc">54.7</td><td class="cl-a5125bfb">13594</td><td class="cl-a5125bfb">119409</td><td class="cl-a5125bfe">209.5</td><td class="cl-a5125bff">1.84</td><td class="cl-a5125bfd">46.1</td><td class="cl-a5125bfb">12081</td><td class="cl-a5125bfb">102203</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a5125bfa">BB</td><td class="cl-a5125bfc">229.1</td><td class="cl-a5125bfb">60533</td><td class="cl-a5125bfb">521628</td><td class="cl-a5125bfe">211.5</td><td class="cl-a5125bff">1.84</td><td class="cl-a5125bfd">37.0</td><td class="cl-a5125bfb">9315</td><td class="cl-a5125bfb">80083</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a5125bfa">CC</td><td class="cl-a5125bfc">75.5</td><td class="cl-a5125bfb">18772</td><td class="cl-a5125bfb">167371</td><td class="cl-a5125bfe">207.3</td><td class="cl-a5125bff">1.84</td><td class="cl-a5125bfd">45.6</td><td class="cl-a5125bfb">11882</td><td class="cl-a5125bfb">101066</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a5125bfa">DD</td><td class="cl-a5125bfc">149.4</td><td class="cl-a5125bfb">38908</td><td class="cl-a5125bfb">338784</td><td class="cl-a5125bfe">215.6</td><td class="cl-a5125bff">1.85</td><td class="cl-a5125bfd">42.2</td><td class="cl-a5125bfb">10848</td><td class="cl-a5125bfb">92924</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a5125bfa">EE1</td><td class="cl-a5125bfc">189.0</td><td class="cl-a5125bfb">49545</td><td class="cl-a5125bfb">429397</td><td class="cl-a5125bfe">207.5</td><td class="cl-a5125bff">1.82</td><td class="cl-a5125bfd">46.0</td><td class="cl-a5125bfb">11907</td><td class="cl-a5125bfb">100996</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a5125bfa">EE2</td><td class="cl-a5125bfc">170.4</td><td class="cl-a5125bfb">43907</td><td class="cl-a5125bfb">383700</td><td class="cl-a5125bfe">211.5</td><td class="cl-a5125bff">1.85</td><td class="cl-a5125bfd">45.6</td><td class="cl-a5125bfb">11809</td><td class="cl-a5125bfb">100014</td></tr><tr style="overflow-wrap:break-word;"><td class="cl-a5125c00">SR3.5</td><td class="cl-a5125c01">144.5</td><td class="cl-a5125c02">36189</td><td class="cl-a5125c02">319181</td><td class="cl-a51282ec">201.3</td><td class="cl-a5125c04">1.79</td><td class="cl-a5125c03">54.5</td><td class="cl-a5125c02">14428</td><td class="cl-a5125c02">121526</td></tr></tbody><tfoot><tr style="overflow-wrap:break-word;"><td colspan="9"class="cl-a51282ed"> WY1966 - 2016 (May 1965 - Apirl 2016)</td></tr></tfoot></table></div></template>
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---
name: Summary

### Summary

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higher relative to FWO for TP</td></tr></tbody><tfoot><tr style="overflow-wrap:break-word;"><td colspan="3"class="cl-a540f885"> SR3.5 not included in this summary table</td></tr></tfoot></table></div></template>
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* Some plans (AA,CC,DD & EEs) increase the flow and load associated with backflow at the S308.
  * of the water discharged through S308, 84% and 60% is returned to the lake as backflow in plan AA and CC, respectively.

* While not included in the summary, SR3.5 does result in reduced loads at S77 and S308 relative to FWO.

* Not evaluated here, backflow from S2, S3 and S4 also contribute to the nutrient and hydrologic load to the Lake. [(*Link to summary*)](https://sccf-tech.github.io/slides/LOSOM/SCCF_iter2_LOSOM_SR35#18)

---
name: Acknowledgments

### Acknowledgments

<img src="https://www.sfwmd.gov/sites/default/files/documents/sfwmd-seal-hq.png" width="8%" />
South Florida Water Management District ([DBHYDRO](https://www.sfwmd.gov/science-data/dbhydro))

<img src="https://www.publications.usace.army.mil/Portals/76/Publications/EngineerStandardsGraphics/gs-03.gif" width="8%" />
US Army Corps of Engineers ([USACE LOSOM](https://www.saj.usace.army.mil/LOSOM/))

* Interagency Modeling Center

[HTML Slide deck](https://sccf-tech.github.io/slides/LOSOM/SCCF_iter2_LOSOM_LakeBasinLoad.html) | [PDF Slide deck](https://sccf-tech.github.io/slides/LOSOM/SCCF_iter2_LOSOM_LakeBasinLoad.pdf) | [RMarkdown Source](https://github.com/SwampThingPaul/LOSOM_ModelEval) &copy; Julian (2021) [![Creative Commons License](https://i.creativecommons.org/l/by/4.0/88x31.png)](http://creativecommons.org/licenses/by/4.0/)

[Additional Evaluation with SR3.5](https://sccf-tech.github.io/slides/LOSOM/SCCF_iter2_LOSOM_SR35)

[Analysis Script](https://raw.githubusercontent.com/SwampThingPaul/LOSOM_ModelEval/main/src/iter2_LakeBasinLoad_eval.R)

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<img src="./Plots/ConSWFL.jpeg" width="45%" style="display: block; margin: auto;" />
]