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Weeki Wachee River System Recommended Minimum Flows and ...

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Additional exploratory attempts using average daily salinity <strong>and</strong> gauge height, daily<br />

ranges <strong>and</strong> transformations (cube root) of flow <strong>and</strong> gauge height <strong>and</strong>/or interactive<br />

terms (e.g. gauge height * discharge), did not improve the results with r 2 adj ranging from<br />

0.03 to less than 0.001.<br />

The variation in gauge height due to a predictable tide signal was removed in an<br />

attempt to improve the sensitivity of salinity to spring flow. A regression model (Section<br />

4.1) based on known tidal harmonics was fit to the Bayport data <strong>and</strong> the tide signal<br />

removed from the gauge height.<br />

Other variables that could be controlling salinity were identified <strong>and</strong> evaluated through<br />

step-wise multivariate regression. Only variables that were both significant (p< 0.05)<br />

<strong>and</strong> physically logical were retained. For example, flow variables that exhibited a<br />

positive relationship with salinity were rejected.<br />

It was theorized that discharge from the Withlacoochee <strong>River</strong> may have a major affect<br />

on Gulf salinity due to the magnitude of discharge. Daily discharge measurements from<br />

the Withlacoochee at Holder, along with several moving averages <strong>and</strong> sums (7, 15, 30,<br />

45 <strong>and</strong> 60 days prior) were also included as c<strong>and</strong>idate Independent variables. When<br />

regressed against the observed salinity at Bayport, only the daily flow <strong>and</strong> the seven<br />

day sum were negatively associated with salinity <strong>and</strong> were retained for the step-wise<br />

evaluation.<br />

Wind can also have a dramatic effect on water levels <strong>and</strong> water movement along this<br />

portion of the coast due to the shallow nature of the Gulf in this vicinity. Hourly<br />

meteorological data was obtained for the NDBC station on Cedar Key, which is located<br />

45 miles northwest of Bayport. Wind was converted to both North <strong>and</strong> East vectors<br />

corresponding to long-shore <strong>and</strong> offshore vectors. Daily averages were developed for<br />

each vector <strong>and</strong> used as c<strong>and</strong>idate Independent variables. Each was squared to<br />

account for the wind shear force on the surface water. In addition, the daily average<br />

barometric pressure was calculated from the hourly observations. Of the possible wind<br />

variables, vector north <strong>and</strong> vector east squared explained the greatest amount of<br />

variation in observed salinity (r 2 ranging from 0.04 – 0.05) <strong>and</strong> were retained as<br />

c<strong>and</strong>idate independent variables for the subsequent step-wise evaluation.<br />

For purposes of continued evaluation, the year 2004 was chosen to maximize the<br />

impact of spring discharge on salinity. The spring discharge (191 cfs) during 2004 was<br />

ranked 7 th highest out of the past 35 years, <strong>and</strong> it represents the year of highest flow<br />

with concurrent 15-minute stage data.<br />

The final c<strong>and</strong>idate variables selected were a) gauge height, b) spring discharge, c)<br />

barometric pressure, d) Withlacoochee flow at Holder, e) seven day sum of Holder flow,<br />

f) north vectored wind <strong>and</strong> g) east vectored wind squared. Table 4-6 illustrates the<br />

importance of each subsequent variable in predicting salinity at Bayport (n= 35,136).<br />

____________________________________________________________________________________________<br />

Proposed <strong>Minimum</strong> <strong>Flows</strong> <strong>and</strong> Levels for <strong>Weeki</strong> <strong>Wachee</strong> <strong>River</strong> Page 62 of 164<br />

Tide, Salinity <strong>and</strong> Water Quality

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