4.0 BOD
Concentrations, Loading, and Sources in the
Lower Cape Fear River System
by
Michael A. Mallin
Center for Marine Science
University of North Carolina at Wilmington
Wilmington, NC 28409
4.1
Abstract
An
examination of river and stream biochemical oxygen demand (BOD) was conducted
over a five-year period in the lower Cape Fear River system, in coastal North
Carolina. Median BOD5 was
approximately 1.1 mg/L in the Piedmont-derived sixth order Cape Fear River and
slightly lower in the two fifth order blackwater tributaries, the Black and
Northeast Cape Fear Rivers. BOD in
the Cape Fear River was most strongly correlated with chlorophyll a, whereas in
the two blackwater tributaries BOD was most strongly correlated with phosphorus
concentrations and fecal coliform bacterial counts.
This relationship may be a result of nutrient induced increases in
heterotrophy, as previous experimental studies have shown that phosphorus
additions to blackwater streams lead directly to increased bacterial counts and
BOD concentrations. BOD load as lbs
BOD/day was correlated much more strongly with river discharge than BOD
concentration in all three rivers, with discharge alone able to explain from
40-80% of BOD load variability, depending upon the system.
A set of second-to-third order rural streams in the Black River basin was
also examined. Median BOD5
concentrations ranged from 0.9-1.2 mg/L in all six tributaries, regardless of
land use and watershed size. BOD
load varied directly with stream flow. In
contrast, BOD5 and BOD20 concentrations in three urban streams in Wilmington,
N.C. were approximately double those of the rural streams, with much higher
storm event maxima in the urban situations.
4.2
Introduction
The North Carolina Division of Water Quality
(NCDWQ 2000) has indicated that the lower Cape Fear River and its estuary is
impaired by low dissolved oxygen (DO). Thus,
the NCDWQ is requiring a TMDL (total maximum daily load) for biochemical oxygen
demand (BOD). Research has
confirmed that low DO (between 3 and 5 mg/L) is common in the lower river and
estuary during June through September (Mallin et al. 1999; 2002a).
Over the past several years the Lower Cape fear River Program has
performed a number of BOD related studies to help in understanding the magnitude
of this problem and potential sources of BOD.
The Cape Fear River system is a depository
for numerous NPDES dischargers, which are point sources of treated effluent into
the system (NCDWQ 2000). Point
sources are permitted by the NC Division of Water Quality to release a
prescribed amount of BOD into the system through their discharges, and are
required to report actual amounts discharged.
Besides these point sources, BOD may also enter the system through
non-point source runoff from agricultural sources such as swine waste lagoon
spray field sites, areas where poultry manure is spread, and cattle pastures.
Another potential source is natural BOD from organic materials in
riparian swamps that flow into the river via tributary streams.
Finally, the Cape Fear River receives urban runoff from a number of
municipalities and thus non-point source runoff from urban and suburban streams
is also a source of BOD to the system.
The Lower Cape Fear River Program (LCFRP) has
been collecting BOD data since February 1996.
Using these data we describe the seasonal and spatial BOD loads that come
into the lower system from the upper and middle Cape Fear watersheds, and the
two major blackwater tributaries. The
blackwater tributaries drain extensive agricultural areas, and point source
discharges are relatively low in volume in these watersheds.
Thus, a significant amount of BOD loading to the system is may be derived
from non-point sources. However,
there is currently no published information available on the variability of BOD
loading to the system from non-point sources.
Estimating BOD loads requires both assessment of BOD concentrations in
the water and computation of stream flow at the time of analysis.
During the period May 2000 through June 2003 we collected monthly BOD and
streamflow data at six rural streams in the Black River watershed.
These collections were made on a pre-set schedule, so they are not storm
event samples, but primarily represent base flow conditions.
Additionally, the City of Wilmington is funding the Wilmington Watersheds
Program, under which the UNC Wilmington Aquatic Ecology Laboratory collects
water quality information on urban and suburban watersheds.
As a part of this effort we collected BOD data on three urban and
suburban streams draining into the Cape fear estuary near the City of
Wilmington.
4.3
Materials and Methods
We collected water samples by boat on a
monthly basis at six locations in the LCFR system (Fig. 1.1).
These sites were the Cape Fear River at Highway NC11 (to measure BOD
loads entering the lower CFR mainstem from the Piedmont and upper Coastal
Plain); AC (to measure BOD in the mainstem downstream of inputs from a pulp and
paper mill on the Cape Fear River and dischargers on Livingston Creek); LVC (to
measure BOD in lower Livingston Creek); the Northeast Cape Fear River at Highway
117 (NCF117 - to measure BOD loads from the upper Northeast Cape Fear River
basin); the Black river at Highway 210 (B210 - to measure BOD loads from the
upper Black River system); and BBT (to measure BOD in the lower Black River that
is also influenced by the mainstem CFR via the channel known as Thoroughfare). Samples were collected by hand in acid-cleaned 1L plastic
bottles and stored on ice for transport to the laboratory. Data collected during the five-year period from July 1998
through June 2003 are presented within.
Laboratory analyses for BOD followed APHA
(1995). In the laboratory, a
warm-water bath was used to raise the temperature of the 1L bottles to 20o C.
Samples were then aerated by rapid mixing to ensure adequate initial
dissolved oxygen of the sample water. Duplicate
300 mL BOD bottles were filled with sample water, and air bubbles were removed
from the shoulder of the bottles by tapping them with an acrylic BOD bottle
stopper. Samples were incubated for
20 days at 20.0o C. Dissolved
oxygen was read at the time of setup, day 5, and day 20 using a YSI 57 also
recorded at setup, day 5, and day 20. BOD5
and BOD20 measurements (as mg/L BOD) were calculated by subtracting dissolved
oxygen on day 5 and 20, respectively, from the initial dissolved oxygen.
Daily
river discharge data was obtained from the U.S. Geological Survey for the three
main river branches. The flow
gauging stations are located at Lock and Dam #1 on the Cape Fear mainstem, near
Tomahawk on the Black River, and near Chinquapin on the Northeast Cape Fear
River. Average river discharge for
each month from July 1998 through June 2003 was converted from CFS to CF/day.
BOD (converted from mg/L to lbs/ft3) and flow measurements
were then multiplied to obtain average monthly estimates of BOD loading as
lbs/day.
BOD and BOD loading data for the three main
tributary rivers were entered into a data matrix along with a number of
physical, chemical and biological variables collected with the BOD samples,
including water temperature, turbidity, total nitrogen (TN), nitrate-N,
ammonium, total phosphorus (TP), orthophosphate-P, chlorophyll a and fecal
coliform bacteria counts. River
discharge data were included in the matrix, both as flow on the day of
collection and as average flow for the seven-day period preceding sampling.
Correlation and regression analyses were performed using SAS for each of
the three main tributaries to assess major factors influencing BOD and BOD load
over the five-year period July 1998 through June 2003.
During the period May 2000
- June 2003, samples were collected monthly from the following second and third
order streams: Colly Creek (COL), Great Coharie Creek (GCO), Little Coharie
Creek (LCO), Hammond Creek (HAM), Browns Creek (BRN), and Six Runs Creek (6RC).
COL, GCO, LCO and 6RC are located in the Black River Basin and HAM and
BRN empty into the mainstem of the Cape Fear River (Fig. 1.1).
A bucket and rope were used to collect water mid-stream from a bridge.
Acid-cleaned 1L plastic bottles were filled from the bucket and stored on
ice for transport to the laboratory.
For the stream stations flow was measured
mid-stream from a bridge using a Marsh-McBirney Flo-Mate Model 2000.
A lead weight and fin apparatus were used to keep the flow sensor
motionless in the water column and pointed into the current.
Flow data were obtained as m/s. A
lead line with 0.5 m gradations was used to measure depth at 3 m intervals
across the stream. From these measurements average depth was computed.
Average depth was multiplied by stream width to obtain the
cross-sectional area of the creek in m2.
Volume of flow was calculated by multiplying flow by cross-section area
of the stream to obtain m3/s, subsequently converted to m3/day.
BOD5 and BOD20 were converted to lbs BOD/m3, and multiplied by
daily flow. BOD loading was
computed as lbs BOD/day.
Additional BOD data were collected from three
urban and suburban streams, as a part of the Wilmington Watersheds Program (Mallin
et al. 2003). Smith Creek drains
into the Northeast Cape Fear River just upstream of the City of Wilmington, and
Barnards and Motts Creeks drain into the Cape Fear Estuary downstream of the
Wilmington port area. Smith Creek
was sampled from the Castle Hayne Road bridge, and Barnards and Motts Creeks
were sampled from bridges on River Road, using the bucket technique as described
above. Data presented here are from
February 2001 through April 2003. Flow
data from these three stations are not available.
4.4
Results and Discussion
BOD Concentrations -
Spatial Comparisons
During the five-year period from July 1998
through June 2003, BOD among the major tributaries of the lower Cape Fear River
system showed little variability (Table 4.1).
Median BOD5 of the water entering the lower system at Station NC11 was
1.1 mg/L, slightly higher than that of the two blackwater tributaries, the Black
and Northeast Cape Fear Rivers (Table 4.1).
Between NC11 and AC, located about two miles downstream of International
Paper (IP), BOD5 and BOD20 concentrations increased of about 27% and 31%,
respectively. This increase was
either due to inputs from IP, Livingston Creek, or some combination of the two
sources. BOD5 and BOD20 in
Livingston Creek are both 30-34% higher than water from NC11.
However, Livingston Creek has been sampled only about 50 m up from the
mouth; thus, at times this station receives significant inputs of water from the
river channel. Median ratios of
BOD20 to BOD5 varied from a low of 2.6 at NC11 to a high of 3.1 at LVC.
Peak BOD concentrations were generally found
during or following rain events and subsequent runoff episodes.
In the main Cape Fear River channel the BOD5 maximum of 2.4 mg/L occurred
in February 2001, under moderate flow conditions (Fig.
4.1).
The BOD20 maximum of 8.6 mg/L occurred in December 2000, under conditions
of relatively low flow (Fig. 4.1). However,
peak BOD5 and BOD20 concentrations at AC, BBT, B210 and NCF117 all occurred in
September 1998, following Hurricane Bonnie.
This hurricane impacted the Northeast Cape Fear and Black River
watersheds in particular, with little effect in the Piedmont (Mallin et al.
2002a).
Area of origination did not have a major
influence on long-term BOD (BOD20) compared with BOD5.
The ratio of BOD20 to BOD5 in the Black and Northeast Cape Fear Rivers
was 2.9 in both cases; at BBT it was 2.8 and at Livingston Creek (blackwater
stream) it was 3.1. At NC11 it was
2.6 and at AC it was 2.7, indicating that the blackwater influence provided
somewhat more recalcitrant material to the load, whereas the inputs from the
upper and middle Cape Fear basins provided somewhat more labile BOD.
BOD concentrations among the six stream
stations showed little variability, despite differences in discharge, watershed
size, and land use. Median BOD5
among the streams ranged from 0.9 - 1.2 mg/L, and median BOD20 ranged from 2.5 -
3.6 mg/L. Mean values of both
parameters were likewise in those ranges (Table 4.2).
Median ratios of BOD20 to BOD5 varied from a low of 2.5 at Browns Creek (BRN)
to a high of 3.1 in Little Coharie Creek (LCO).
In contrast to the main river channels and
the rural streams, the urban and suburban streams yielded notably higher BOD
concentrations (Table 4.3). Both
BOD5 and BOD20 yielded median and mean concentrations approximately twice those
of the rural stream sites. The
maximum BOD5 values found in the urban streams were also twice as high as the
maximum values in the rural streams, whereas maximum BOD20 values at the urban
sites were 2-3 times as high as in the rural streams (Table 4.3).
Median BOD20 to BOD5 ratios varied from a low of 2.8 at Motts Creek to a
high of 3.8 at Barnards Creek.
The mainstem of the Cape Fear River provided
by far the largest BOD load to the lower system, approximately 77% of the total
(Fig. 4.2a). This load was
considerably increased by inputs from International Paper and Livingston Creek
according to data accumulated from Station AC (Fig.
4.2b).
Median load increased by 37% at AC relative to the upstream station NC11.
BOD loads in the Black and Northeast Cape
Fear Rivers contributed relatively minor (10% and 11%, respectively) amounts of
total system BOD load compared with the mainstem (Table 4.1).
We were unable to compute a daily load at BBT due to lack of accurate
nearby river discharge data, but average BOD5 and BOD20 values at that station
fell between those at NC11 and AC (Table 4.1).
BBT is in an area strongly affected by tides, and also receives mainstem
CFR BOD inputs via the channel known as Thoroughfare.
There is a pronounced seasonal signal in BOD
loading to the lower system (Fig. 4.2). The
data exhibit an annual winter-spring loading increase in all three main
tributaries, but especially so in the mainstem.
This is likely due to a combination of factors.
During this period river flow is normally high due to the cooler weather
and reduced evapotranspiration. Increased
river flow should bring about increased non-point source runoff from agriculture
and urban sources, as well as loading of decaying detrital matter from riparian
swamp forests. Also, there are
occasional spring algal blooms in the mainstem that die and subsequently
contribute to the BOD load. Finally,
because cooler water holds more dissolved oxygen, many dischargers are permitted
to increase their BOD loads to the rivers in winter.
Peak loading rates occurred
in different months than peak concentrations.
At NC11 peak loadings of BOD5 and BOD20 were 150,921 and 409,643 lbs/day,
respectively, in April 2003, a month of very high river flow (Fig.
4.1). During that same month peak loadings at AC of BOD5 and BOD20
were 237,162 and 625,244, respectively. In
the two major blackwater tributaries peak loadings were reached in September
1999, following Hurricane Floyd. Maximum
BOD5 and BOD20 loadings at B210 were 31,302 and 97,036 lbs/day, respectively,
and maximum at NCF117 were 47,366 and 102,627 lbs/day, respectively.
In addition, elevated BOD loading occurred following Hurricane Bonnie in
September 1998, especially in the blackwater tributaries.
Thus, stream discharge determined BOD loading more than BOD
concentrations, at least at the concentrations found in this study.
Probably the most realistic measure of the
load is obtained by using the median. This
reduces the effect of data outliers (such as generated during hurricanes and
droughts). Between NC11 and AC the median increase is thus 9,060 lbs/day
of BOD5. Discharger self-reported
data from International Paper shows that median rate of 4,169 lbs/day of BOD5
originated from this industry from 1998-2003, or 46% of the BOD5 increase
between the two stations. Based on
these figures, the other 54% of the BOD5 originated either from point sources in
Livingston Creek and/or non-point sources in Livingston Creek or the Cape Fear
River.
BOD loading from the rural
streams to the main river channels differed considerably, ranging from a low of
33 lbs/day at Hammonds Creek to a high of 978 lbs/day at Six Runs Creek (Table
4.2). This wide range was due to
the broadly differing streamflow regimes among these streams.
In other words, the largest creeks such as 6RC, GCO, LCO and COL had much
greater BOD loading to the system than the small creeks such as HAM and BRN.
Factors
Associated with BOD
Correlation analyses indicated that BOD5 and
BOD20 were positively correlated with several factors (Table
4.4).
At NC11 BOD5 was positively correlated with turbidity, fecal coliform
counts, and especially chlorophyll a, and BOD20 was positively correlated with
chlorophyll a only. The
positive correlation between BOD5 and fecal coliform bacteria may indicate that
a portion of the BOD-producing materials are likely derived from the same
sources as fecal coliform bacteria, possibly livestock grazing areas, swine
lagoon spray fields, and/or human sewage effluents.
Also, bacteria in general are heterotrophs, using up dissolved oxygen
during respiration, and fecal coliforms may contribute to BOD in this manner (Mallin
et al. 2002b). Turbidity was also
strongly correlated with fecal coliforms, indicating that non-point source
runoff of wastes is an important issue. Turbidity
was also strongly correlated with river flow, indicating upstream sedimentation
problems and long-distance transport of turbidity.
Dr. Lynn Leonard of UNCW has analyzed turbidity particles from NC11 and
indicated that these particles are characteristic of the Piedmont and upper
Coastal Plain. BOD5 and BOD20 loads
were positively correlated with turbidity and fecal coliforms at NC11, as well
as with river flow on the day of sample collection and average river flow for
the seven days preceding sample collection at all three stations (Table
4.4).
Water temperature was inversely related to BOD load; this was likely a
result of higher river discharge during the cooler months.
At NC11 BOD5 concentrations were weakly correlated with BOD5 loads (r =
0.30, p = 0.02). The correlation
between BOD load and river discharge was much stronger, evidence that the rather
low variability and ranges of BOD at this station do not strongly affect BOD
load, whereas river discharge does (Fig. 4.1).
The relatively strong correlation with
chlorophyll a in the Cape Fear River at NC11 is likely a result of algal biomass
senescing in the BOD samples during incubation.
Nutrient addition bioassay experiments have demonstrated that nutrient
inputs lead directly to chlorophyll a increases in experimental chambers, and
have the secondary effect of causing significant BOD increases (Mallin et al.
2002b; Mallin et al. in press). Strong
positive correlations between phytoplankton biomass and BOD have also been
reported from Minnesota rivers (Heiskary and Markus 2001) as well as tidal
creeks in coastal North Carolina (MacPherson 2003). Median
BOD5 in the Cape Fear River was in the low range of the Minnesota rivers
investigated by Heiskary and Markus (2001), and the mean 2002-2003 chlorophyll a
concentration in the Cape Fear River (4.3 mg/L) was comparable to the
chlorophyll a values in the Minnesota Rivers expressing BOD5 in the 1.0-1.2 mg/L
range.
In the Black River, BOD5 showed a positive
correlation with fecal coliforms, and a positive correlation with orthophosphate
as well. In Minnesota rivers, positive correlations between BOD and
phosphorus were reported from a number of systems (Heiskary and Markus 2001).
BOD20 was positively correlated with water temperature, fecal coliform
counts, orthophosphate, TP, and flow (Table 4.4).
BOD5 and BOD20 loads were strongly correlated with river flow, but were
not correlated with BOD concentrations. In
the Northeast Cape Fear River, both BOD5 and BOD20 were significantly correlated
with turbidity, fecal coliforms, orthophosphate, TP, and flow.
In this river, turbidity was also correlated with fecal coliform counts.
BOD5 and BOD20 loads were strongly correlated with river flow, and also
correlated with fecal coliforms, orthophosphate, and TP (Table 4.4).
In this river BOD concentrations were highly significantly correlated
with BOD loads (p < 0.001).
The lack of correlation between BOD
concentration and chlorophyll a in the two blackwater rivers is a result of the
low phytoplankton biomass. The
deep, well-mixed, humic-stained waters retard phytoplankton growth (Mallin et
al. 2001; Mallin et al. in press). However,
the positive correlations between phosphorus and BOD in these blackwater streams
are not surprising. Nutrient
addition bioassay experiments have demonstrated that additions of phosphorus,
especially organic phosphorus, lead directly to significant increases in BOD,
ATP biomass, and bacterial abundance (Mallin et al. 2001; Mallin et al. 2002b;
Mallin et al. in press). Phosphorus-induced
increases in bacterial abundance have been reported from salt marsh environments
as well (Sundareshwar et al. 2003).
Prediction
of BOD concentration
Linear
regression analyses were used to derive predictive equations for BOD5 and BOD20
concentrations in the three main tributaries of the Cape Fear system (Table
4.5). For the Cape Fear River mainstem, models involving
chlorophyll a along with either turbidity or total phosphorus were the best
predictors of BOD5, although neither was able to account for more than 39% of
the variability. The best
predictors of BOD20 were models using these same two variables, although both
accounted for only 19% of the variability in BOD20 concentration (Table 4.5).
The best predictive model for BOD5 in the Black River combined fecal
coliform counts with TP, accounting for only 18% of the variability.
BOD20 in the Black River was best predicted by a model utilizing river
discharge on the sampling day along with TP, accounting for 25% of the
variability in BOD20 concentration (Table 4.5).
In the Northeast Cape Fear River two models using fecal coliform counts
and either river discharge or TP both accounted for 67% of the variability in
BOD5. These same two variables best predicted BOD20 concentration,
with the discharge plus fecal coliform count model accounting for 66% of BOD20
variability and TP plus fecal coliform count model 61% of the variability (Table
4.5).
Prediction of BOD
Load
The two components of BOD load are
BOD concentration and stream discharge. River
discharge was strongly correlated to BOD in all three rivers, much more strongly
than BOD concentrations (Table 4.4; Fig.
4.1).
We wanted to determine the extent that river flow (a parameter that is
measured continuously by USGS using instrumentation) could be used, either alone
or with other parameters, to predict BOD loading to the lower Cape Fear Basin.
We used linear regression analysis to evaluate such predictive equations.
Regression modeling indicated that the best
single-variable model for predicting BOD5 load arriving at NC11 involved river
flow on the day of sample collection, accounting for 69% of the variability in
BOD5 load. Adding variables to the model provided little more predictive
power; addition of turbidity increased the r2 to 71% (Table
4.6).
River discharge alone accounted for 79% of the variability in BOD20 load,
with addition of other variables providing negligible improvement to the model
(Table 4.6). Models using river
discharge alone accounted for only 40% of the variability in both BOD5 and BOD20
load in the Black River, with no improvement from addition of other variables
(Table 4.6). For the Northeast Cape
Fear River, discharge alone accounted for 60% of the BOD5 load variability with
no further improvement from other variables.
Discharge alone accounted for 68% of the variability in BOD20 load, with
addition of fecal coliform counts marginally improving that to 71% (Table
4.6).
To summarize, river flow alone can be used to
predict a substantial amount of the variability in BOD load from the mainstem
CFR and the Northeast Cape Fear River. However
flow alone or in combination with the other factors tested did not predict much
of the BOD load from the upper Black River.
As noted, higher flow occurs in winter, when larger amounts of BOD are
permitted to be released by point source dischargers.
Also, greater river flow leads to greater non-point source inputs of BOD.
The statistical relationship between turbidity (an indicator of non-point
source runoff) and fecal coliform counts, and the correlation between BOD and
fecal coliform counts both indicate a strong non-point source BOD source in the
Cape Fear River system.
Acknowledgments
For funding we thank the Lower Cape Fear
River Program and the Water Resources Research Institute of the University of
North Carolina. Field and
laboratory help was provided by Scott Ensign, Virginia Johnson, Tara MacPherson,
Matthew McIver, Doug Parsons and Heather Wells.
River flow data were provided by the U.S. Geological Survey, Raleigh,
N.C., and rainfall data were provide by the State Climate Office, North Carolina
State University, Raleigh. Robert
Farmer of the North Carolina Division of Water Quality provided us with NPDES
discharger BOD data.
4.5
References Cited
APHA.
1995. Standard Methods for the Examination of Water and Wastewater, 19th ed.
American
Public Health Association, Washington,
D.C.
Heiskary, S.
and H. Markus. 2001. Establishing relationships among nutrient concentrations,
phytoplankton
abundance, and biochemical oxygen demand in Minnesota, USA, rivers. Journal of
Lake and
Reservoir Management 17:251-267.
MacPherson, T.A.
2003. Sediment oxygen demand and
biochemical oxygen demand: patterns of oxygen
depletion in tidal creek study sites. M.S. Thesis, the University of North
Carolina at Wilmington,
Wilmington, NC. 55 pp.
Mallin, M.A.,
M.R. McIver, S.H. Ensign and L.B. Cahoon. Photosynthetic and heterotrophic
impacts of
nutrient loading to blackwater streams. Ecological Applications (In press).
Mallin, M.A.,
L.B. Cahoon, M.R. McIver, D.C. Parsons and G.C. Shank. 1999. Alternation of
factors
limiting phytoplankton production in the Cape Fear Estuary. Estuaries
22:985-996.
Mallin, M.A., L.B.
Cahoon, D.C. Parsons and S.H. Ensign. 2001. Effect of nitrogen and phosphorus 1
loading on plankton in Coastal Plain blackwater streams. Journal
of Freshwater Ecology 16:455-466.
Mallin, M.A., M.H.
Posey, M.R. McIver, D.C. Parsons, S.H. Ensign and T.D. Alphin. 2002a. Impacts
and
recovery from multiple hurricanes in a Piedmont-Coastal Plain river system. BioScience
52:999-1010.
Mallin, M.A., L.B.
Cahoon, M.R. McIver and S.H. Ensign. 2002b. Seeking science-based nutrient
standards
for coastal blackwater stream systems. Report No. 341. Water
Resources Research Institute of the
University of North Carolina, Raleigh, N.C.
Mallin, M.A., L.B.
Cahoon, M.H. Posey, D.C. Parsons, V.L. Johnson, T.D. Alphin and J.F. Merritt.
2003.
Environmental Quality of Wilmington and New Hanover County Watersheds, 2001-2002.
CMS Report
03-01, Center for Marine Science, University of North Carolina at Wilmington,
Wilmington, N.C.
NCDENR. 2000. Cape
Fear River Basinwide Water Quality Plan. North Carolina Department of
Environment
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P.V., J.T. Morris, E.K. Koepfler and B. Forwalt. 2003. Phosphorus limitation of
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ecosystem processes. Science 299:563-565.
Table
4.1. Descriptive statistics of biochemical oxygen demand (BOD) collected at
six LCFRP river
stations, July 1998 – June 2003.
______________________________________________________________________
BOD5
______________________________________________________________________
Creek
NC11
AC
LVC
BBT
B210
NCF117
______________________________________________________________________
Mean (mg/L)
1.2
1.6
1.4
1.2
0.9
1.0
SD
0.5
0.9
0.6
0.6
0.4
0.5
Minimum
0.6
0.5
0.6
0.6
0.4
0.4
Maximum
2.4
6.0
4.2
6.0
2.8
4.2
Median
1.1
1.4
1.3
1.1
0.8
0.9
Median
Flow (ft3/s) 2,992
2,992
525
510
Median
Load (lbs/d) 15,748
24,808
2,300
2,477
BOD20
______________________________________________________________________
Mean
(mg/L) 3.2
4.4
4.0
3.3
2.5
2.8
SD
1.2
1.9
1.6
1.3
0.7
1.1
Minimum
1.8
1.9
1.8
1.7
1.3
1.2
Maximum
8.6
14.2
9.0
12.0
4.9
9.0
Median
2.9
3.8
4.0
3.1
2.3
2.6
Median
Load (lbs/d)
50,994
66,212
6,544
7,096
______________________________________________________________________
Table
4.2. Descriptive statistics of biochemical oxygen demand (BOD) collected at
six
Black River basin stream stations, May 2000 – June 2003.
______________________________________________________________________
BOD5
______________________________________________________________________
Creek
6RC
LCO
GCO
BRN
HAM
COL
______________________________________________________________________
Mean
(mg/L) 1.1
1.0
1.0
1.0
1.4
1.1
SD
0.5
0.5
0.7
0.4
0.7
0.8
Minimum
0.4
0.4
0.3
0.3
0.4
0.3
Maximum
2.4
2.3
3.6
2.4
3.4
3.5
Median
0.9
0.9
0.9
1.0
1.2
1.0
Median
Flow (m3/d) 434,160
422,064 494,208
20,736
9,504
374,544
Median
Load (lbs/d) 978
827
923
35
33
687
BOD20
______________________________________________________________________
Mean
(mg/L) 2.9
3.0
3.1
2.7
3.6
2.9
SD
1.0
1.3
1.7
1.0
1.6
1.3
Minimum
1.6
1.2
1.2
1.4
1.2
1.2
Maximum
6.2
6.8
9.1
6.2
9.1
7.5
Median
2.7
2.8
2.7
2.5
3.6
2.7
Median
Load (lbs/d) 2,410
2,480
3,003
86
79
1,844
______________________________________________________________________
Table
4.3. Descriptive statistics of biochemical oxygen demand (BOD) collected at
three
urban stream stations in the Cape Fear Estuary, February 2001 – April 2003.
______________________________________________________________________
BOD5
______________________________________________________________________
Creek
Smith Creek
Barnards Creek
Motts Creek
______________________________________________________________________
Mean
(mg/L)
2.1
2.0
2.4
SD
1.3
1.3
1.8
Minimum
0.2
0.4
0.2
Maximum
5.5
6.1
7.9
Median
1.8
1.6
2.2
______________________________________________________________________
BOD20
______________________________________________________________________
Mean
(mg/L)
7.1
7.4
7.0
SD
4.5
4.7
4.4
Minimum
2.4
2.5
2.2
Maximum
20.4
21.6
23.2
Median
5.8
6.0
6.1
______________________________________________________________________
Table 4.4. Correlation analyses between BOD and various physical and biological parameters for the mainstem Cape Fear (NC11), Black (B210), and Northeast Cape Fear (NCF117) Rivers, July 1998 - June 2003.
NC11
VARIABLE BOD5
BOD5LOAD
BOD20
BOD20LOAD
TURB
____________________________________________________________________________
TEMP
-0.351
-0.378
0.006
0.003
0.030
0.001
0.001
0.0
FC
0.257
0.315
0.300
0.583
0.049
0.015
0.021
0.001
CHLORA
0.525
0.368
0.001
0.004
FLOW
0.831
0.888
0.723
0.001
0.001
0.001
FLOW7
0.625
0.690
0.260
0.001
0.001
0.046
B210
VARIABLE BOD5
BOD5LOAD
BOD20
BOD20LOAD
TURB
____________________________________________________________________________
TEMP
0.343
0.008
FC
0.329
0.267
0.010
0.041
OP
0.281
0.369
0.031
0.004
TP
0.312
0.016
FLOW
0.639
0.314
0.463
0.001
0.015
0.001
FLOW7
0.463
0.455
0.001
0.001
NCF117
VARIABLE BOD5
BOD5LOAD
BOD20
BOD20LOAD
TURB
____________________________________________________________________________
TURB
0.388
0.393
1.000
0.002
0.002
0.0
FC
0.802
0.339
0.757
0.294
0.480
0.001
0.009
0.001
0.023
0.001
OP
0.441
0.300
0.460
0.303
0.001
0.024
0.001
0.021
TP
0.407
0.277
0.426
0.277