Storm Volume Comparison at Conard's Branch
Neal's Landfill
Oct 2002
Introduction
In the preliminary analysis distributed on September 11, 2002, a simple
comparison was made between total rain and storm volume discharged for the
1993-94 storm set, the 2000 storm set, and the 2001 storm set. This analysis
indicated a reduction in storm volume discharged for the post-remediation storm
sets. However, the correlation coefficients were rather low and the linear
regression equations were driven by a few large storms with much data scatter at
the lower end of the spectrum. In order to strengthen confidence in the
conclusion several additional steps were taken that form the basis of this
analysis. They include:
- Incorporating the USGS data from 1983-84.
- Incorporating the spring treatment plant inflow records to account for all of
the pre-storm flow.
- Updating the storm sets to account for the storms that have occurred
since the weir was installed in Conard's branch.
- Using multiple regression analysis to account for antecedent moisture
conditions as reflected by pre-storm flow and non-linear relations.
Storm Sets
The 1983-84 USGS data was entered into a spreadsheet so the hydrographs
could be plotted and the storm volumes summed. The flows are summed from
the beginning of the rising limb of the hydrograph to the point of intersection of
linear and non-linear components on the receding limb of the hydrograph. This is
the conventional point in hydrograph analysis which denotes the end of the storm
(know as t j in the discussion in Karst Geomoroholonv and Hydrolony, Ford and
Williams, 1989, pages 193-203). These data would not have included North
Spring flow, but would have included all flow from South Spring and the Overflow
springs.
The records for the 1993-94 storm set included stage-discharge relationships for
both South Spring and North Spring flow before those spring flows were collected
and discharged to the treatment plant. These values were summed and included
with flow in Conard's Branch to constitute the pre-storm flow.
A storm set was made from flow data collected after the September 26, 2001
installation of the weir on Conard's Branch until June 2002. These data are
believed to be the most accurate. Inflow data from the spring treatment plant are
included and added to the weir flow data prior to the storm onset to comprise the
pre-storm flow. Table 1 lists the Conard's Branch storm sets used in this
analysis. Back to back storms where the first storm does not recede to tare
combined as one event.
Regression Analysis
Table 2 shows the results of the multiple regression analysis using the
STATISTICA computer program. The best correlation results were given with the
natural log of the storm volume as the dependent variable (VAR1) and total rain
(VAR2) and the natural log of pre-storm flow (VAR3) as the independent
variables. The respective regression equations are written below the
STATISTICA output tables for each storm set. The goal of eliminating data
scatter was somewhat accomplished as the correlation coefficients (R2) are very
high (~0.99) for all the storm sets. Table 3 shows the storm sets sorted
according to increasing rain totals with the respective regression equations
applied to the measured storms. Inspection of the table shows that for storms
greater than one inch the regression equations tend to under predict the storm
volumes for all three storm sets, but by comparable amounts.
Storm Volume Discharge Comparison
Inspection of Table 3 indicates that volume reduction has occurred for post-
remediation storms. A 2.45" storm in 1984 discharged 52.55 ac-ft while a 2.44"
storm in 2001 discharged 50.10 ac-ft. A 2.85" storm in April 1994 discharged
65.09 ac-ft while a 3.06" storm in May 2002 discharged 44.49 ac-ft. The 3.63"
storm of April 1984 discharged 98.38 ac-ft, the September 1993 storm of 4.00"
discharged 94.49 ac-ft, while the largest storm of May 2002 of 3.51" only
discharged 51.78 ac-ft.
Table 4 shows the predicted storm volumes based on the respective regression
equations and an assumed pre-storm flow of 450 gpm. The table shows the
2001-2002 storms consistently less than the 1983-84 storms by 21-24%. The
difference between the 1993-94 and 2001 -2002 storms are greater for the
smaller storms but lessen as the storms get larger, and even disappear for the
5.50-6.00" storms.
Conclusions
Figure 1 shows the watersheds that contributed to Conard's Branch flows prior to
remediation that have since been diverted. They comprise a total of 101.65
acres. Figure 2 shows one interpretation of the possible total contribution to the
Northwest spring system based on dye trace results and is approximately 335
acres. The amount of drainage that has been diverted after remediation could be
as much as 30%. This factor alone could account for the diminishment of the
storm volume discharge.
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