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HomeMy WebLinkAboutYadkinTurbidityTMDLs2011Final Total Maximum Daily Load for Turbidity for Abbotts Creek, Ararat River, Hunting Creek, Second Creek, South Deep Creek, South Yadkin River, and Third Creek in North Carolina [Assessment Units 12-119-(6)a, 12-72-(18), 12-72-(4.5)b, 12-108-16-(0.5)b, 12-108-21b, 12-84- 2-(5.5), 12-108-(14.5), 12-108-(19.5)b, 12-108-20-4b] Final Report September 2011 Prepared by: NC Department of Environment and Natural Resources Division of Water Quality Planning Section 1617 Mail Service Center Raleigh, NC 27699-1617 (919) 807-6300 Yadkin-Pee Dee River Basin i TMDL Summary Sheet 303(d) List Information State: North Carolina Counties: Davidson, Davie, Forsyth, Iredell, Rowan, Surry, Wilkes, Yadkin Basin: Yadkin- Pee Dee River Basin Waterbody Name Assessment Unit (AU): Class 10 digit HU Impairment Miles Abbotts Creek 12-119-(6)a C 0304010302 Turbidity 6.4 Ararat River 12-72-(18) WS-IV 0304010109 Turbidity 2 Ararat River 12-72-(4.5)b C 0304010109 Turbidity 13.7 Hunting Creek 12-108-16-(0.5)b WS-III 0304010202 Turbidity 31.1 Second Creek 12-108-21b C 0304010205 Turbidity 3.4 South Deep Creek 12-84-2-(5.5) WS-IV 0304010111 Turbidity 2.8 South Yadkin River 12-108-(14.5) WS-IV 0304010206 Turbidity 9.5 South Yadkin River 12-108-(19.5)b C 0304010301 Turbidity 5.3 Third Creek 12-108-20-4b C 0304010203 Turbidity 22.1 Constituent of Concern: Turbidity Reason for Listing: Standard Violations Applicable Water Quality Standard: The turbidity in the receiving water shall not exceed 50 Nephelometric Turbidity Units (NTU) in streams not designated as trout waters and 10 NTU in stream, lakes or reservoirs designated as trout water; for lakes and reservoirs not designated as trout waters, the turbidity shall not exceed 25 NTU; if turbidity exceeds these levels due to natural background conditions, the existing turbidity level cannot be increased. Compliance with this turbidity standard can be met when land management activities employ Best Management Practices (BMPs) recommended by the Designated Nonpoint Source Agency. BMPs must be in full compliance with all specifications governing the proper design, installation, operation and maintenance of such BMPs. ii TMDL Development Analysis/Modeling: Load duration curves are based on cumulative frequency distribution of flow conditions in the watershed. Allowable loads are average loads over the recurrence interval between the 90th and 10th percent flow exceeded (excludes extreme drought (>90th percentile) and floods (<10th percentile). Percent reductions are expressed as the average value between existing loads (typically calculated using an equation to fit a curve through actual water quality violations) and the allowable load at each percent flow exceeded. Turbidity is a measure of cloudiness and is reported in Nephelometric Turbidity Units (NTU). Therefore, turbidity is not measured in terms of concentrations and cannot be directly converted into loadings required for developing a load duration curve. For this reason, total suspended solid (TSS) was selected as the measure for this study. Critical Conditions: Critical conditions are accounted in the load duration curve analysis by using an extended period of stream flow and water quality data, and by examining at what flow (percent flow exceeded) the existing load violations occur. Seasonal Variation: Seasonal variation in hydrology, climatic conditions, and watershed activities are represented through the use of a continuous flow gage and the use of all readily available water quality data collected in the watershed. TMDL Allocation Summary Pollutants/Watershed Existing Load WLA LA MOS TMDL Total Suspended Sediment (tons/day) Abbotts Creek 21.30 0.064 9.236 10% 9.30 Ararat River 28.20 0.170 12.830 10% 13.00 Hunting Creek 23.40 0.000 11.200 10% 11.20 Second Creek 5.20 0.17 2.977 10% 3.10 South Deep Creek 16.40 0.003 8.497 10% 8.50 South Yadkin River 50.20 0.179 25.221 10% 25.40 Third Creek 13.30 0.489 6.411 10% 6.90 Notes: WLA = Wasteload Allocation, LA = Load Allocation, MOS = Margin of Safety. 1. LA = TMDL – WLA – MOS. 2. TMDL represents the average allowable load between the 90th and 10th percent recurrence interval. iii 3. Explicit (10%) margin of safety is considered. Public Notice Date: July 26, 2011 Submittal Date: EPA Approval Date: iv Table of Contents 1.0 Introduction ............................................................................................................................ 1 1.1 TMDL Definition .............................................................................................................. 1 1.2 Water Quality Target: North Carolina Standards and Classifications ............................. 3 1.3 Watershed Description ................................................................................................... 3 1.4 Water Quality Monitoring............................................................................................. 19 2.0 General Source Assessment .................................................................................................. 20 2.1 Nonpoint Sources of Turbidity ...................................................................................... 20 2.2 Point Sources of Turbidity ............................................................................................. 21 3.0 Abbotts Creek Impairment ................................................................................................... 22 3.1 Source Assessment ....................................................................................................... 22 3.2 Technical Approach ....................................................................................................... 22 3.2.1 Endpoint for Turbidity ............................................................................................... 23 3.2.2 Methodology ............................................................................................................. 23 3.3 Flow Duration Curve ..................................................................................................... 23 3.4 Load Duration Curve ..................................................................................................... 24 3.5 TMDL ............................................................................................................................. 25 3.6 Margin of Safety (MOS) ................................................................................................ 26 3.7 Target Reduction ........................................................................................................... 26 3.8 TMDL Allocation ............................................................................................................ 27 3.8.1 Waste Load Allocation (WLA) ................................................................................... 27 3.8.2 Load Allocation (LA) .................................................................................................. 28 3.8.3 Critical Conditions and Seasonal Variation ............................................................... 29 4.0 Ararat River Impairment ....................................................................................................... 29 4.1 Source Assessment ....................................................................................................... 29 4.2 Technical Approach ....................................................................................................... 30 4.3 Flow Duration Curve ..................................................................................................... 31 4.4 Load Duration Curve ..................................................................................................... 31 4.5 TMDL ............................................................................................................................. 33 4.5.1 Margin of Safety (MOS) ............................................................................................ 33 4.6 Target Reduction ........................................................................................................... 33 4.7 TMDL Allocation ............................................................................................................ 34 4.7.1 Waste Load Allocation (WLA) ................................................................................... 34 4.7.2 Load Allocation (LA) .................................................................................................. 35 4.7.3 Critical Condition and Seasonal Variation ................................................................ 36 v 5.0 Hunting Creek ....................................................................................................................... 36 5.1 Source Assessment ....................................................................................................... 36 5.2 Technical Approach ....................................................................................................... 37 5.3 Flow Duration Curve ..................................................................................................... 37 5.4 Load Duration Curve ..................................................................................................... 38 5.5 TMDL ............................................................................................................................. 40 5.5.1 Margin of Safety (MOS) ............................................................................................ 40 5.6 Target Reduction ........................................................................................................... 40 5.7 TMDL Allocation ............................................................................................................ 41 5.7.1 Waste Load Allocation (WLA) ................................................................................... 41 5.7.2 Load Allocation (LA) .................................................................................................. 42 5.7.3 Critical Condition and Seasonal Variation ................................................................ 42 6.0 Second Creek ........................................................................................................................ 43 6.1 Source Assessment ....................................................................................................... 43 6.2 Technical Approach ....................................................................................................... 43 6.3 Flow Duration Curve ..................................................................................................... 44 6.4 Load Duration Curve ..................................................................................................... 45 6.5 TMDL ............................................................................................................................. 46 6.5.1 Margin of Safety (MOS) ............................................................................................ 47 6.6 Target Reduction ........................................................................................................... 47 6.7 TMDL Allocation ............................................................................................................ 48 6.7.1 Waste Load Allocation (WLA) ................................................................................... 48 6.7.2 Load Allocation (LA) .................................................................................................. 50 6.7.3 Critical Condition and Seasonal Variation ................................................................ 50 7.0 South Deep Creek ................................................................................................................. 50 7.1 Source Assessment ....................................................................................................... 50 7.2 Technical Approach ....................................................................................................... 51 7.3 Flow Duration Curve ..................................................................................................... 52 7.4 Load Duration Curve ..................................................................................................... 53 7.5 TMDL ............................................................................................................................. 54 7.5.1 Margin of Safety (MOS) ............................................................................................ 55 7.6 Target Reduction ........................................................................................................... 55 7.7 TMDL Allocation ............................................................................................................ 56 7.7.1 Waste Load Allocation (WLA) ................................................................................... 56 7.7.2 Load Allocation (LA) .................................................................................................. 57 vi 7.7.3 Critical Condition and Seasonal Variation ................................................................ 58 8.0 South Yadkin River ................................................................................................................ 58 8.1 Source Assessment ....................................................................................................... 58 8.2 Technical Approach ....................................................................................................... 59 8.3 Flow Duration Curve ..................................................................................................... 60 8.4 Load Duration Curve ..................................................................................................... 61 8.5 TMDL ............................................................................................................................. 62 8.5.1 Margin of Safety (MOS) ............................................................................................ 63 8.6 Target Reduction ........................................................................................................... 63 8.7 TMDL Allocation ............................................................................................................ 64 8.7.1 Waste Load Allocation (WLA) ................................................................................... 64 8.7.2 Load Allocation (LA) .................................................................................................. 65 8.7.3 Critical Condition and Seasonal Variation ................................................................ 66 9.0 Third Creek ............................................................................................................................ 66 9.1 Source Assessment ....................................................................................................... 66 9.2 Technical Approach ....................................................................................................... 67 9.3 Flow Duration Curve ..................................................................................................... 68 9.4 Load Duration Curve ..................................................................................................... 69 9.5 TMDL ............................................................................................................................. 70 9.5.1 Margin of Safety (MOS) ............................................................................................ 71 9.6 Target Reduction ........................................................................................................... 71 9.7 TMDL Allocation ............................................................................................................ 72 9.7.1 Waste Load Allocation (WLA) ................................................................................... 72 9.7.2 Load Allocation (LA) .................................................................................................. 73 9.7.3 Critical Condition and Seasonal Variation ................................................................ 74 10.0 Summary and Future Implementation ............................................................................. 74 10.1 TMDL Implementation .................................................................................................. 75 11.0 Public Participation ........................................................................................................... 75 12.0 References ........................................................................................................................ 76 Appendix A: Land Cover Data in Square Miles and Percent Area for the Impaired Watersheds 77 Appendix B. Water Quality Data Used for TMDL Development ................................................... 78 Appendix C. Load Reduction Estimations .................................................................................... 86 Appendix D: Public Notification of TMDL for Yadkin River Basin Turbidity TMDLS ..................... 93 Appendix E: Public Comments ...................................................................................................... 94 1 1.0 Introduction 1.1 TMDL Definition This report presents the development of turbidity TMDLs for seven waterbodies (9 assessment units) in the Yadkin-Pee Dee River Basin (Figure 1.1) in North Carolina. As identified by the North Carolina Division of Water Quality (DWQ), the impaired segments of each waterbody are described in Table 1.1. Figure 1.1 Location of the Yadkin River Basin within North Carolina Table 1.1 Description of turbidity impaired assessment units Waterbody Name Description Assessment Unit (AU): Class Miles Abbotts Creek From upstream side of culvert at U.S. Hwys. 29 & 70 to SR1243 12-119-(6)a C 6.4 Ararat River From a point 0.1 mile upstream of Surry County SR 2080 to Yadkin River 12-72-(18) WS- IV 2 Ararat River From Stoney Creek 12-72-12 to a point 0.1 mile upstream of Surry County SR 2080 12-72-(4.5)b C 13.7 Hunting Creek From Little Hunting Creek to a point 1.1 miles upstream of Davie County SR 1147 12-108-16-(0.5)b WS-III 31.1 Second Creek From Withrow Creek to Beaverdam Creek 12-108-21b C 3.4 South Deep Creek From a point 0.6 mile upstream of Yadkin County SR 1710 to Deep Creek 12-84-2-(5.5) WS-IV 2.8 South Yadkin River From a point 1.0 mile upstream of Davie County SR 1159 to N.C. Hwy. 801 12-108-(14.5) WS-IV 9.5 South Yadkin River From mouth of Fourth Creek to Yadkin River 12-108-(19.5)b C 5.3 Third Creek From SR 2359 to SR 1970 12-108-20-4b C 22.1 Section 303(d) of the Clean Water Act (CWA) requires States to develop a list of waterbodies that do not meet water quality standards. The list, referred to as the 303(d) list, is submitted biennially to the U.S. Environment Protection Agency (USEPA) for review and approval. The 2 303(d) process requires that a Total Maximum Daily Load (TMDL) be developed for each of the waters appearing on the 303(d) list. The objective of a TMDL is to allocate allowable pollutant loads to known sources so that actions may be taken to restore the water to its intended uses (USEPA, 1991). Generally, the primary components of a TMDL, as identified by USEPA (1991, 2000) and the Federal Advisory Committee (USEPA, 1998) are as follows: Target identification or selection of pollutant(s) and end-point(s) for consideration. The pollutant and end-point are generally associated with measurable water quality related characteristics that indicate compliance with water quality standards. Source assessment. All sources that contribute to the impairment should be identified and loads quantified, where sufficient data exist. Assimilative Capacity. Estimation of level of pollutant reduction needed to achieve water quality goal. The level of pollution should be characterized for the water body, highlighting how current conditions deviate from the target end-point. Generally, this component is identified through water quality modeling. Allocation of Pollutant Loads. Allocating pollutant control responsibility to the sources of impairment. The waste load allocation portion of the TMDL accounts for the loads associated with point sources, including NPDES stormwater. Similarly, the load allocation portion of the TMDL accounts for the loads associated with nonpoint sources. Margin of Safety. The margin of safety addresses uncertainties associated with pollutant loads, modeling techniques, and data collection. Per EPA (2000a), the margin of safety may be expressed explicitly as unallocated assimilative capacity or implicitly due to conservative assumptions. Seasonal Variation. The TMDL should consider seasonal variation in the pollutant loads and end-point. Variability can arise due to stream flows, temperatures, and exceptional events (e.g., droughts, hurricanes). Critical Conditions. Critical conditions indicate the combination of environmental factors that result in just meeting the water quality criterion and have an acceptably low frequency of occurrence. Section 303(d) of the CWA requires EPA to review all TMDLs for approval. Once EPA approves a TMDL, the water body is moved off the 303(d) list. Waterbodies remain impaired until compliance with water quality standards is achieved. 3 1.2 Water Quality Target: North Carolina Standards and Classifications The North Carolina fresh water quality standard for turbidity (15A NCAC 02B. 0211) states: The turbidity in the receiving water shall not exceed 50 Nephelometric Turbidity Units (NTU) in streams not designated as trout waters and 10 NTU in stream, lakes or reservoirs designated as trout water; for lakes and reservoirs not designated as trout waters, the turbidity shall not exceed 25 NTU; if turbidity exceeds these levels due to natural background conditions, the existing turbidity level cannot be increased. Compliance with this turbidity standard can be met when land management activities employ Best Management Practices (BMPs) recommended by the Designated Nonpoint Source Agency. BMPs must be in full compliance with all specifications governing the proper design, installation, operation and maintenance of such BMPs. 1.3 Watershed Description The impaired waterbodies are located in the Yadkin-Pee Dee River Basin. Watersheds of the impaired waterbodies were delineated using USGS -12 digit HUCs. Location maps for the impaired waterbodies are shown in the following Figures. Land Cover The land cover dataset used for this project was created by the NC Center for Geographic Information and Analysis (CGIA) for the upper portion of the Yadkin River Basin, including the entire High Rock Lake watershed. Data are derived from Landsat 5 imagery from 2006 and 2007. The methodology used to create this dataset was based on that used to create the 2001 National Land Cover Database (NLCD). Land cover distribution maps of the watersheds are shown in the following figures, and a comparison is shown in Figure 1.20. A detailed land cover distribution by square miles and percent area are shown for each impaired watershed in Appendix A. Figure 1.21 shows the land cover distribution adjacent to streams. These data were derived by using GIS to select only land cover grid cells that were intersected by a 1:24000 stream segment. 4 Figure 1.2 Abbotts Creek Watershed 5 Figure 1.3 Land cover distribution in the Abbotts Creek watershed 6 Figure 1.4 Ararat River watershed 7 Figure 1.5 Land cover distribution in the Ararat River watershed 8 Figure 1.6 Hunting Creek watershed 9 Figure 1.7 Land cover distribution in the Hunting Creek watershed 10 Figure 1.8 Second Creek watershed 11 Figure 1.9 Land cover distribution in the Second Creek watershed 12 Figure 1.10 South Deep Creek watershed 13 Figure 1.11 Land cover distribution in the South Deep Creek watershed 14 Figure 1.12 South Yadkin River watershed 15 Figure 1.13 Land cover distribution in the South Yadkin River watershed 16 Figure 1.14 Third Creek watershed 17 Figure 1.15 Land cover distribution in the Third Creek watershed 18 Figure 1.16 Land cover distribution in the impaired watersheds 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Abbots Creek Ararat River Hunting Creek Second Creek South Deep Creek South Yadkin Third Creek Developed, High Intensity Developed, Medium Intensity Developed, Low Intensity Developed, Open Space Barren Land Cultivated Crops Pasture/Hay Grassland/Herbaceous Scrub/Shrub Deciduous Forest Mixed Forest Evergreen Forest Emergent Herbaceous Wetland Woody Wetlands 19 Figure 1.17 Land cover adjacent to streams in the impaired watersheds 1.4 Water Quality Monitoring Turbidity and total suspended solids (TSS) data collected monthly at DWQ Ambient Monitoring Stations and one Yadkin Pee Dee River Basin Association were used for the TMDLs. The data period used for the TMDLs was from 2000 through 2009. The data used for the 2010 303(d) list assessment are summarized in Table 1.2. Detailed data used in this study is included in Appendix B. 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Abbots Creek Ararat River Hunting Creek Second Creek South Deep Creek South Yadkin River Third Creek Developed, High Intensity Developed, Medium Intensity Developed, Low Intensity Developed, Open Space Barren Land Cultivated Crops Pasture/Hay Grassland/Herbaceous Shrub/Scrub Deciduous Forest Mixed Forest Evergreen Forest Herbaceous Wetlands Woody Wetlands Open Water 20 Table 1.2 Summary of 2010 turbidity assessment (data from 2004-2008) Waterbody Assessment Unit Station Number of Samples Number Exceeding Standard Exceeding Percentage Abbotts Creek 12-119-(6)a Q5930000 77 8 10.4 Ararat River 12-72-(18) Q1950000 36 5 13.9 Ararat River 12-72-(4.5)b Q1780000 71 8 11.3 Hunting Creek 12-108-16-(0.5)b Q3484000 59 6 10.2 Second Creek 12-108-21b Q4120000 58 7 12.1 South Deep Creek 12-84-2-(5.5) Q2135000 60 7 11.7 South Yadkin River 12-108-(14.5) Q3460000 77 9 11.7 South Yadkin River 12-108-(19.5)b Q3970000 60 7 11.7 Third Creek 12-108-20-4b Q3934500 58 8 13.8 2.0 General Source Assessment Turbidity is a measure of the cloudiness of water. In a waterbody, the cloudiness can be increased due to silt and clay from watershed and stream erosion, organic detritus from streams and wastewater, and phytoplankton growth. In this study, turbidity is measured in Nephelometric Turbidity Units (NTU), which is significantly correlated with total suspended solid (TSS) in this watershed. The relationship between turbidity and TSS is discussed below. 2.1 Nonpoint Sources of Turbidity Potential sources of turbidity from nonpoint sources are forests, agricultural lands, land disturbance, urban runoff, and stream channel erosion. Surface runoff is the main carrier of sediments from forests and agricultural land. Normally, runoff flowing through undisturbed forest carries insignificant amounts of sediments. Runoff flowing through agricultural land can carry a substantial amount of sediments, depending on erodibility of soils, types of agricultural practices, crop type and density, rainfall intensity, and existence and type of agricultural BMPs. Urbanization also increases the amount of sediment transported to receiving waters. Impervious urban landscapes like roads, bridges, parking lots, and buildings prevent rainwater from percolating into the ground. In impervious areas, rainwater remains above the land surface, gathers sediments and solid materials, and runs off in large amounts. 21 2.2 Point Sources of Turbidity Point sources are distinguished from nonpoint sources in that they discharge directly into streams at discrete points. Point sources of turbidity consist primarily of industries, wastewater treatment plants, and Municipal Separate Storm Sewer Systems (MS4). Municipal storm sewer systems can quickly channel urban runoff from roads and other impervious surfaces. When it leaves the system and empties into a stream, large volumes of quickly flowing runoff erode stream banks, damage streamside vegetation, and widen stream channels. The amount of sediment depends on erodibility of soils, types of surfaces, vegetation, rainfall intensity, and existence and type of BMPs. DWQ implements the Clean Water Act National Pollutant Discharge Elimination System (NPDES) permit program to control water pollution due to point sources. Individual homes that are connected to a municipal system, use a septic system, or do not have a surface discharge do not need an NPDES permit; however, industrial, municipal, and other facilities must obtain permits if their discharges go directly to surface waters. NPDES-Regulated Municipal and Industrial Wastewater Treatment Facilities Discharges from wastewater treatment facilities may contribute sediment to receiving waters as total suspended solids (TSS) and/or turbidity. Municipal and industrial treatment plants are assigned enforceable TSS limits to protect water quality. Notices of violation and civil penalties are examples of enforcement tools DWQ uses in order to bring non-compliant facilities into compliance. NPDES Stormwater Permits Most stormwater permittees are subject to TSS benchmarks. Relatively few permittees are required by the stormwater permits to monitor or address turbidity per se. Generally, permitted facilities are required to develop a stormwater pollution prevention plan, and conduct qualitative and/or quantative monitoring at stormwater outfalls. Monitoring parameters and monitoring frequency are selected for each site, or each industry group, based on DWQ’s assessment of the stormwater runoff pollution risks posed by the particular industrial activities under consideration. Municipal Separate Storm Sewer System (MS4) EPA requires NPDES permitted stormwater to be placed in the waste load allocation (WLA) of a TMDL (Wayland, 2002). In 1990, EPA promulgated rules establishing Phase I of the NPDES stormwater program. The Phase I program for Municipal Separate Storm Sewer System (MS4) requires operators of medium and large MS4s, which generally serve populations of 100,000 or greater, to implement a stormwater management program as a means to control polluted discharges from these MS4s. Phase II of the program expanded permit requirements to construction disturbing an acre or more and smaller communities (< 100,000 population) and public entities that own or operate an MS4. 22 3.0 Abbotts Creek Impairment 3.1 Source Assessment Nonpoint Sources Potential sources of turbidity from nonpoint sources are described in section 2.1 Point Sources NPDES wastewater and stormwater permittees upstream of an ambient monitoring site that is not impaired (not intersected by the impaired waterbody) are not subject to the TMDL. Permittees that discharge directly to, or upstream of the impairment, yet still downstream of an unimpaired ambient monitoring site are subject to the TMDL and are discussed below. NPDES Wastewater Permits: There are three facilities that discharge wastewater continuously to Abbotts Creek and tributaries under the NPDES program (Table 3.1). In general, facilities are permitted to discharge a monthly average TSS concentration up to 30 mg/L. Locations of dischargers are shown in Figure 1.2. Table 3.1 NPDES Wastewater Dischargers in the Abbotts Creek Watershed Permit Number Facility Name Permit Flow (gpd) Total Suspended Solids Monthly Average Limit NC0028037 Lexington WTP #1 & 2 467,000 30 mg/L NC0034452 Willow Creek WWTP 80,000 30 mg/L NC0051713 Lakeview Mobile Home Park 15,000 30 mg/L MS4 and Individual Stormwater Permits: Duracell holds an individual stormwater permit (NCS000310) and discharges into Abbotts Creek. The North Carolina Department of Transportation holds a statewide MS4 stormwater permit (NCS000250). 3.2 Technical Approach Because the magnitude of turbidity in a water body is associated with flow, a load duration approach is adopted for this study. This approach is used to estimate pollutant loads under different flow conditions (high flow, transition flow, typical flow, and low flow ) to identify source types, specify assimilative capacity of a stream, and to estimate magnitude of load reduction required to meet the water quality standard. The methodology used to develop a load duration curve is based on Cleland (2002). 23 3.2.1 Endpoint for Turbidity As discussed in Section 2.1, turbidity is a measure of cloudiness and is reported in Nephelometric Turbidity Units (NTU). Therefore, turbidity is not measured in terms of concentrations and cannot be directly converted into loadings required for developing a load duration curve. For this reason, total suspended solid (TSS) was selected as the measure for this study. In order to determine the relationship between TSS and turbidity in Abbotts Creek, a regression equation between the two parameters was developed using the observed data collected from February 2000 through December 2009 at ambient station Q5930000 on Abbotts Creek. The relationship is shown in Equation 3.1. The coefficient of determination (R-Square) between the two parameters was 0.88, indicating a strong linear relationship between the two parameters. The R2 value is the percentage of the total variation in turbidity that is explained or accounted for by the fitted regression (TSS). y = 0.8499x - 0.6076 R² = 0.8782 (3.1) Where Y = TSS in mg/l and X = turbidity in NTU. The corresponding TSS value at the turbidity standard of 50 NTU is 42 mg/L. 3.2.2 Methodology The load duration curve method is intended to be a simple method to calculate pollutant reductions. This method was chosen for Abbotts Creek because of the availability of long-term data. It is also an efficient method to calculate a percent load reduction from nonpoint sources. The methodology used to develop the load duration curve was based on Cleland (2002). The required load reduction was determined based on water quality monitoring and stream flow data from January 2000 through December 2009. 3.3 Flow Duration Curve Development of a flow duration curve is the first step of the load duration approach. A flow duration curve employs a cumulative frequency distribution of measured daily stream flow over the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were equaled or exceeded. Flows are ranked from lowest, which are exceeded nearly 100 percent of the time, to highest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record available at monitoring stations. Accuracy of the curve increases when longer periods of record are used. The flow duration curve, shown in Figure 3.1, was used to determine the seasonality and flow regimes during which the exceedances of the pollutants occurred. Figure 3.1 Flow Duration Curve for Daily flow data were used from USGS the DWQ water quality monitoring 3.4 Load Duration Curve A load duration curve is developed by multiplying the flow values alo by the pollutant concentrations and the appropriate conversion factors. allowable and existing loads are plotted against the flow recurrence interval. The allowable load is based on the water quality num curve. The target line is represented by the line drawn through the allowable load data points and hence, it determines the assimilative capacity of a stream or river under different flow conditions. Any values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during which exceedances occur. Exceedances that occur during low continuous or point source discharges, which are generally diluted during storm events. Exceedances that occur during high mixture of point and non-point sources may cause exceedances during Existing TSS loads to Abbotts Creek concentration by the flow observed on the date of observation and converting the result to daily loading values. The assimilative capacities of the multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full range of measured flow values. Flow Duration Curve for Abbotts Creek at DWQ Station Q5930000 used from USGS Abbotts Creek gauging station 02121500, water quality monitoring station. A load duration curve is developed by multiplying the flow values along the flow duration curve by the pollutant concentrations and the appropriate conversion factors. As shown allowable and existing loads are plotted against the flow recurrence interval. The allowable load is based on the water quality numerical standard, margin of safety, and flow duration curve. The target line is represented by the line drawn through the allowable load data points and hence, it determines the assimilative capacity of a stream or river under different flow ny values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during which exceedances occur. Exceedances that occur during low-flow events are likely cause continuous or point source discharges, which are generally diluted during storm events. Exceedances that occur during high-flow events are generally driven by storm-event runoff. A point sources may cause exceedances during normal flows. Creek were determined by multiplying the observed TSS concentration by the flow observed on the date of observation and converting the result to daily loading values. The assimilative capacities of the waterbodies were determined by multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full range of measured flow values. 24 , co-located with ng the flow duration curve As shown in Figure 3.2, allowable and existing loads are plotted against the flow recurrence interval. The allowable , margin of safety, and flow duration curve. The target line is represented by the line drawn through the allowable load data points and hence, it determines the assimilative capacity of a stream or river under different flow ny values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during flow events are likely caused by continuous or point source discharges, which are generally diluted during storm events. event runoff. A normal flows. were determined by multiplying the observed TSS concentration by the flow observed on the date of observation and converting the result to were determined by multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full 25 Figure 3.2 Load Duration Curve for Abbotts Creek at DWQ station Q5930000 The assimilative capacity was exceeded primarily during high-flows (< 10% of flow exceedance) and transitional-flows (10% –30% flow exceedance) in Abbotts Creek. There was no exceedance during typical-flows (30% - 90% flow exceedance) and low-flows (>90% flow exceedance). High loads during high and transitional flows suggest that the sources of turbidity could be storm runoff and/or bank erosion. During the high flow periods, runoff would carry a substantial amount of sediments and solid materials from impermeable as well as permeable land surfaces. Bank erosion may be another result of high and transitional flows. Bank erosion occurs when high volume and velocity runoff exceeds the resistance of the lateral (side) soil material. TSS load under typical flows stayed under the turbidity standard of 50 NTU (42 mg/L TSS) in Abbotts Creek. The power curve fitted to the average TSS loads under different flow conditions in figure 3.2 clearly shows that the TSS loads did not exceed the allowable load except during high flow periods (<10% flow exceeded). The loads during highest flow periods are considered unmanageable and hence are excluded in the TMDL estimation in this study. 3.5 TMDL Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be assimilated by the receiving water body while achieving water quality standards. A TMDL can 0.0 0.1 1.0 10.0 100.0 1000.0 10000.0 0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% 70.0% 80.0% 90.0% 100.0% To t a l S u s p e n d e d S o l i d s ( t o n s / d a y ) Percent Flow Exceeded Total Suspended Solids Load Duration Curve Existing Load Summer Existing Load Allowable Load Power (Existing Load) 26 be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any uncertainty concerning the relationship between effluent limitations and water quality. This definition can be expressed by equation 3.2. ∑∑++=MOSLAsWLAsTMDL (3.2) The purpose of the TMDL is to estimate allowable pollutant loads and to allocate those loads in order to implement control measures and to achieve water quality standards. The Code of Federal Regulations (40 CFR § 130.2 (1)) states that TMDLs can be expressed in terms of mass per time, toxicity, or other appropriate measures. For TSS (measure for turbidity), TMDLs are expressed as tons per day. TMDLs represent the maximum one-day load the river can assimilate and maintain the water quality criterion. Load duration curve approach was utilized to estimate the TMDL for turbidity. The systematic procedures adopted to estimate TMDLs are described below. 3.6 Margin of Safety (MOS) Conceptually, the MOS is included in the TMDL estimation to account for the uncertainty in the simulated relationship between the pollutants and the water quality standard. In this study, the MOS was explicitly included in the TMDL analysis by setting the TMDL target at 10 percent lower than the water quality target for turbidity. 3.7 Target Reduction To determine the amount of turbidity reduction necessary to comply with the water quality standard, exceedances of the standard (estimated as 42 mg TSS/L) were identified within the 10th to 90th percentile flow recurrence range. Typically the remaining flow recurrence range is not included in the TMDL calculation to allow cases of extreme drought or flood to be excluded. A power curve equation for the data points violating the water quality criterion was estimated. The equation is presented in Equation 3.2. y = 2.1577x-1.803 R² = 0.6434 Where, Y = TSS (tons/day) and X = Percent Flow Exceeded. To present the TMDLs as a single value, the existing load was calculated from the power curve equation as the average of the load violations occurring between 10 and 90 percent flow exceedances. The allowable loadings for each exceedance were calculated from the TMDL target value, which includes the 10 percent MOS. The target curve based on the allowable load and the power curve based on the exceedances are shown in Figure 3.3. The necessary percent reduction was calculated by taking the difference between the average of the power curve load estimates and the average of the allowable load estimates. At each 27 recurrence interval between 10 and 90 (again using recurrence intervals in multiples of 5), the equation of the power curve was used to estimate the existing load. The allowable load was then calculated in a similar fashion by substituting the allowable load curve. The estimated values are given in Appendix C. Figure 3.3 Load duration curve allowable TSS load and existing total TSS load in Abbotts Creek 3.8 TMDL Allocation 3.8.1 Waste Load Allocation (WLA) Three wastewater treatment plants (WWTP) plus Duracell and the NC Department of Transportation hold NPDES permits in the Abbotts Creek Watershed. The wastewater load contributions are shown in Table 3.2 Table 3.2 Existing NPDES WW Load Contributions Facility Name Permit Number Flow (gpd) Permit Limit (monthly max in mg/L) Load (tons/day) % of Average Ambient Station Load Lexington WTP #1 & 2 NC0028037 467,000 30 0.0530 0.25 Willow Creek WWTP NC0034452 80,000 30 0.0091 0.04 Lakeview Mobile Home Park NC0051713 15,000 30 0.0017 0.01 In order to estimate contributions from the WWTPs, it was assumed that all TSS discharged reaches the ambient station with no settling. Based on facility permit limits of flow and the y = 2.1577x-1.803 R² = 0.6434 1.0 10.0 100.0 1000.0 10% 20% 30% 40% 50% 60% 70% 80% 90% TS S ( t o n e s / d a y ) Percent Flow ExceededAllowable load with MOS Existing Load Violation Power (Existing Load Violation) 28 monthly average permit limits for TSS, the combined WWTP load contributes less than 1% of the average load at DWQ station Q5930000 based on data from years 2000 through 2009. The limit of 30 mg/l is less than the equivalent concentration necessary to meet the turbidity standard (50 NTU ≈ 42 mg/l). In addition, as discussed previously, violations of the turbidity standard did not occur during low flows when continuous dischargers’ contributions would be greatest. These WWTPs do not represent a significant load to Abbotts Creek; therefore it was concluded that the WWTPs are adequately regulated under existing permits and the waste load allocations in this TMDL were calculated at the existing permit limits. In addition, when individual industrial stormwater permittees are in compliance with their permits, they are assumed to be adequately regulated; therefore, no reduction in TSS loading is required. NCDOT was considered a significant contributor, and was assigned a percent reduction identical to the nonpoint source reduction. The NCDOT is currently in compliance with their NPDES stormwater permit, and will continue to implement measures required by the permit (NCS000250). Because of the nature of drainage from roads and other impervious areas, data are not available (n/a) to calculate a WLA for the stormwater permittees as a load. The wasteload allocation and required reductions for NPDES permittees in the Abbotts Creek watershed are shown in Table 3.3. Table 3.3 NPDES waste load allocations and required reductions NPDES Permittee Permitted Load (tons/day) WLA (tons/day) Percent Reduction Required Lexington WTP #1 & 2 0.0530 0.0530 0% Willow Creek WWTP 0.0091 0.0091 0% Lakeview Mobile Home Park 0.0017 0.0017 0% Duracell - Stormwater N/A N/A 0% NCDOT - Stormwater N/A N/A 57% 3.8.2 Load Allocation (LA) All TSS loadings from nonpoint sources such as non-MS4 urban land, agriculture land, and forestlands are reported as the LA. The estimated TMDL and allocation of TSS from point and nonpoint sources are presented in Table 3.4. The estimated percent reductions needed from NPDES stormwater and nonpoint sources is 57%, as shown in Table 3.5. Table 3.4 Estimated TMDL and load allocation for TSS (tons/day) for Abbotts Creek Pollutant Water Body Existing Load WLA LA Explicit MOS TMDL TSS Abbotts Creek 21.30 0.064 9.236 10% 9.30 Note: The Margin of safety is included in the TMDL by lowering TSS value calculated at the 50 NTU standard by 10% 29 Table 3.5 Estimated reduction by source for TSS (tons/day) for Abbotts Creek NPDES Wastewater WLA NPDES Stormwater WLA LA Existing Load (tons/day) 0.064 N/A 21.24 Allocation (tons/day) 0.064 N/A 9.236 Percent Reduction 0% 57% 57% 3.8.3 Critical Conditions and Seasonal Variation Critical conditions are considered in the load duration curve analysis by using an extended period of stream flow and water quality data, and by examining the flows (percent flow exceeded) where the existing loads exceed the target. Seasonal variation is considered in the development of the TMDLs, because the allocation applies to all seasons. In the load duration curves, the mark inside a square box indicates pollutant load during the summer period. According to the load duration curve (Figure 3.2), the greatest frequency of exceedances of turbidity occurred during high-flow periods. The result shows that wet weather is the critical period for turbidity in Abbotts Creek. 4.0 Ararat River Impairment 4.1 Source Assessment Nonpoint Sources Potential sources of turbidity from nonpoint sources are described in section 2.1 Point Sources NPDES wastewater and stormwater permittees upstream of an ambient monitoring site that is not impaired (not intersected by the impaired waterbody) are not subject to the TMDL. Permittees that discharge directly to, or upstream of the impairment, yet still downstream of an unimpaired ambient monitoring site are subject to the TMDL and are discussed below. NPDES Wastewater Permits There are two facilities that discharge wastewater continuously to the Ararat River and tributaries under the NPDES program (Table 4.1). In general, facilities are permitted to discharge a monthly average TSS concentration up to 30 mg/L. Locations of dischargers are shown in Figure 1.4. 30 Table 4.1 NPDES Wastewater Dischargers in the Ararat River Watershed Permit Number Facility Name Permit Flow (gpd) Total Suspended Solids Monthly Average Limit NC0026646 Pilot Mountain WWTP 1,500,000 30 mg/L NC0068365 Pilot Mountain WTP No Flow Limit 30 mg/L MS4 and Individual Stormwater Permits The NCDOT (NCS000250) is the only MS4 stormwater permitted entity in the Ararat River watershed. 4.2 Technical Approach Endpoint for Turbidity Turbidity is a measure of cloudiness and is reported in NTU. Therefore, turbidity is not measured in terms of concentrations and cannot be directly converted into loadings required for developing a load duration curve. For this reason, TSS was selected as the measure for this study. In order to determine the relationship between TSS and turbidity in the Ararat River, a regression equation between the two parameters was developed using the observed data collected from February 2000 through December 2009 at ambient station, Q1780000, on the Ararat River. The relationship is shown in Equation 4.1. The coefficient of determination (R- Square) between the two parameters was 0.92, showing a strong relationship between the two parameters. The R2 value is the percentage of the total variation in turbidity that is explained or accounted for by the fitted regression (TSS). y = 0.0128x2 - 0.3967x + 11.084 R² = 0.9251 (4.1) Where, Y = TSS in mg/l and X = turbidity in NTU. The corresponding TSS value at the turbidity standard of 50 NTU is 23 mg/L. Methodology The load duration curve method is intended to be a simple method to calculate pollutant reductions. This method was chosen for the Ararat River because of the availability of long- term data. It is also an efficient method to calculate a percent load reduction from nonpoint sources. The methodology used to develop the load duration curve was based on Cleland (2002). The required load reduction was determined based on water quality monitoring and stream flow data from January 2000 through December 2009. 4.3 Flow Duration Curve Development of a flow duration curve is the first step of the load duration approach. A flow duration curve employs a cumulative frequency the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were equaled or exceeded. Flows are ranked from lowest, which are exceeded nearly 100 percent of the time, to highest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record available at monitoring stations. Accuracy of the curve increases when longer periods of recor are used. The flow duration curve, shown in Figure and flow regimes during which the exceedances of the pollutants occurred. Figure 4.1 Flow Duration Curve for Daily flow data were used from USGS Ararat River gauging station 02 the DWQ water quality monitoring 4.4 Load Duration Curve A load duration curve is developed by multiplying the by the pollutant concentrations and the appropriate conversion factors. allowable and existing loads are plotted against the flow recurrence interval. The allowable load is based on the water quality numerical curve. The target line is represented by the line drawn through the allowable load data points and hence, it determines the assimilative capacity of a stream or river under different flow Development of a flow duration curve is the first step of the load duration approach. A flow duration curve employs a cumulative frequency distribution of measured daily stream flow over the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were equaled or exceeded. Flows are ranked from lowest, y 100 percent of the time, to highest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record available at monitoring stations. Accuracy of the curve increases when longer periods of recor are used. The flow duration curve, shown in Figure 4.1, was used to determine the seasonality and flow regimes during which the exceedances of the pollutants occurred. Flow Duration Curve for the Ararat River at DWQ Station Q1780000 Daily flow data were used from USGS Ararat River gauging station 02113850, co water quality monitoring station. A load duration curve is developed by multiplying the flow values along the flow duration curve by the pollutant concentrations and the appropriate conversion factors. As shown allowable and existing loads are plotted against the flow recurrence interval. The allowable ter quality numerical standard, margin of safety, and flow duration curve. The target line is represented by the line drawn through the allowable load data points and hence, it determines the assimilative capacity of a stream or river under different flow 31 Development of a flow duration curve is the first step of the load duration approach. A flow distribution of measured daily stream flow over the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were equaled or exceeded. Flows are ranked from lowest, y 100 percent of the time, to highest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record available at monitoring stations. Accuracy of the curve increases when longer periods of record , was used to determine the seasonality 113850, co-located with flow values along the flow duration curve As shown in Figure 4.2, allowable and existing loads are plotted against the flow recurrence interval. The allowable , margin of safety, and flow duration curve. The target line is represented by the line drawn through the allowable load data points and hence, it determines the assimilative capacity of a stream or river under different flow conditions. Any values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during which exceedances occur. Exceedances that occur during low continuous or point source discharges, which are generally diluted during storm events. Exceedances that occur during high mixture of point and non-point sources may cause exce Existing TSS loads to the Ararat River were determined by multiplying the observed TSS concentration by the flow observed on the date of observation and converting the result to daily loading values. The assimilative capaci multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full range of measured flow values. Figure 4.2 Load Duration Curve for For the Ararat River, the standard conditions. Few exceedances during watershed may not be a significan high and transitional flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. In addition most of the exceedances occurred during summer when thunderstorms would increase runoff. sediments and solid materials from impermeable as we erosion may be another result of high and transitional flows. conditions. Any values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during which exceedances occur. Exceedances that occur during low-flow events are likely caused by continuous or point source discharges, which are generally diluted during storm events. Exceedances that occur during high-flow events are generally driven by storm-event runoff. A point sources may cause exceedances during normal flows. Existing TSS loads to the Ararat River were determined by multiplying the observed TSS concentration by the flow observed on the date of observation and converting the result to daily loading values. The assimilative capacities of the waterbodies were determined by multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full Load Duration Curve for the Ararat River at DWQ station Q1780000 standard violations occurred mostly during typical to high flow conditions. Few exceedances during low-flow conditions suggest that point sources in the watershed may not be a significant source of TSS in this watershed. The higher high and transitional flows suggest that the sources of turbidity could be from storm runoff In addition most of the exceedances occurred during summer when d increase runoff. Stormwater runoff would carry a substantial amount of sediments and solid materials from impermeable as well as permeable land surfaces erosion may be another result of high and transitional flows. Bank erosion occurs when high 32 conditions. Any values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during re likely caused by continuous or point source discharges, which are generally diluted during storm events. event runoff. A edances during normal flows. Existing TSS loads to the Ararat River were determined by multiplying the observed TSS concentration by the flow observed on the date of observation and converting the result to were determined by multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full to high flow conditions suggest that point sources in the loads during high and transitional flows suggest that the sources of turbidity could be from storm runoff In addition most of the exceedances occurred during summer when runoff would carry a substantial amount of ll as permeable land surfaces. Bank Bank erosion occurs when high 33 volume and velocity runoff exceeds the resistance of the lateral (side) soil material. The loads during high flow period are considered unmanageable and hence are excluded from the TMDL estimation in this study. 4.5 TMDL Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be assimilated by the receiving water body while achieving water quality standards. A TMDL can be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any uncertainty concerning the relationship between effluent limitations and water quality. This definition can be expressed by equation 4.2. ∑∑++=MOSLAsWLAsTMDL (4.2) The purpose of the TMDL is to estimate allowable pollutant loads and to allocate those loads in order to implement control measures and to achieve water quality standards. The Code of Federal Regulations (40 CFR § 130.2 (1)) states that TMDLs can be expressed in terms of mass per time, toxicity, or other appropriate measures. For TSS (measure for turbidity), TMDLs are expressed as tons per day. TMDLs represent the maximum one-day load the river can assimilate and maintain the water quality criterion. Load duration curve approach was utilized to estimate the TMDL for TSS. The systematic procedures adopted to estimate TMDLs are described below. 4.5.1 Margin of Safety (MOS) Conceptually, the MOS is included in the TMDL estimation to account for the uncertainty in the simulated relationship between the pollutants and the water quality standard. In this study, the MOS was explicitly included in the TMDL analysis by setting the TMDL target at 10 percent lower than the water quality target for turbidity. 4.6 Target Reduction To determine the amount of turbidity reduction necessary to comply with the water quality standard, exceedances of the estimated standard (23 mg TSS/L) were identified within the 10th to 90th percentile flow recurrence range. Typically the remaining flow recurrence range is not included in the TMDL calculation to allow cases of extreme drought or flood to be excluded. An exponential curve equation for the data points violating the water quality criterion was estimated. The equation is presented in Equation 4.3. y = 95.357e-2.93x R² = 0.7667 (4.3) Where, Y = TSS (tons/day) and X = Percent Flow Exceeded. 34 To present the TMDLs as a single value, the existing load was calculated from the exponential curve equation as the average of the load violations occurring between 10% and 90% flow exceedances. The average load was calculated by using percent flow exceedances in multiples of 5 percent. The allowable loadings for each exceedance were calculated from the TMDL target value, which includes the 10 percent MOS. The target curve based on the allowable load and the exponential curve based on the exceedances are shown in Figure 4.3. The necessary percent reduction was calculated by taking the difference between the average of the exponential curve load estimates and the average of the allowable load estimates. For example, at each recurrence interval between 10 and 90 (again using recurrence intervals in multiples of 5), the equation of the exponential curve was used to estimate the existing load. The allowable load was then calculated in a similar fashion by substituting the allowable load curve. The estimated values are given in Appendix C. Figure 4.3 Load duration curve allowable TSS load and existing total TSS load violation in the Ararat River 4.7 TMDL Allocation 4.7.1 Waste Load Allocation (WLA) Two wastewater treatment plants (WWTP) plus the NC Department of Transportation hold NPDES permits in the Ararat River Watershed. The wastewater load contributions are shown in Table 4.2 y = 95.357e-2.93x R² = 0.7667 1.0 10.0 100.0 1000.0 10% 20% 30% 40% 50% 60% 70% 80% 90% TS S ( t o n e s / d a y ) Percent Flow Exceeded Allowable load with MOS Existing Load Violation Expon. (Existing Load Violation) 35 Table 4.2 Existing NPDES WW Load Contributions Facility Name Permit Number Flow (gpd) Permit Limit (monthly max in mg/L) Load (tons/day) % of Average Ambient Station Load Pilot Mountain WWTP NC0026646 1,500,000 30.00 0.17 0.60 Pilot Mountain WTP NC0068365 No Flow Limit 30.00 N/A N/A The Pilot Mountain WTP does not have a flow limit, therefore a load will not be calculated for this facility. In order to estimate contributions from the WWTPs, it was assumed that all TSS discharged reaches the ambient station with no settling. Based on facility permit limits of flow and the monthly average permit limits for TSS, the combined WWTP load contributes less than 1% of the average load at DWQ station Q1780000 based on data from years 2000 through 2009. It appears that these WWTPs do not present a significant load to the Ararat River. Therefore it was assumed that the WWTPs are adequately regulated under existing permits and the waste load allocations in this TMDL were calculated at the existing permit limits. The NCDOT was considered a significant contributor, and was assigned a percent reduction identical to the nonpoint source reduction. The NCDOT is currently in compliance with their NPDES stormwater permit, and will continue to implement measures required by the permit (NCS000250). Because of the nature of drainage from roads and highways, data are not available (n/a) to calculate a WLA for the NCDOT as a load. The waste load allocation and required reductions for NPDES permittees in the Ararat River watershed are shown in Table 4.3. Table 4.3 NPDES waste load allocations and required reductions NPDES Permittee Permitted Load (tons/day) WLA (tons/day) Percent Reduction Required Pilot Mountain WWTP 0.17 0.17 0% Pilot Mountain WTP N/A N/A N/A NCDOT - Stormwater N/A N/A 54% 4.7.2 Load Allocation (LA) All TSS loadings from nonpoint sources such as non-MS4 urban land, agriculture land, and forestlands are reported as the LA. The estimated TMDL and allocation of TSS to point and nonpoint sources are presented in Table 4.4. The estimated percent reduction needed from NPDES stormwater and nonpoint sources is 54%, as shown in Table 4.5. 36 Table 4.4 Estimated TMDL and load allocation for TSS (tons/day) for the Ararat River Pollutant Water Body Existing Load (tons/day) WLA LA MOS TMDL TSS Ararat River 28.20 0.170 12.830 Explicit 10% 13.00 Note: The Margin of safety is included in the TMDL by lowering TSS value calculated at the 50 NTU standard by 10% Table 4.5 Estimated reduction by source for TSS (tons/day) for the Ararat River NPDES Wastewater WLA NPDES Stormwater WLA LA Existing Load (tons/day) 0.170 N/A 28.03 Allocation (tons/day) 0.170 N/A 12.83 Percent Reduction 0% 54% 54% 4.7.3 Critical Condition and Seasonal Variation Critical conditions are considered in the load duration curve analysis by using an extended period of stream flow and water quality data, and by examining the flows (percent flow exceeded) where the existing loads exceed the target. Seasonal variation is considered in the development of the TMDLs, because allocation applies to all seasons. In the load duration curves, the mark inside a square box indicates pollutant load during the summer period. The greatest frequency of exceedances of turbidity occurred during normal to high flow periods. The result shows that wet weather under the high-flow period is the critical period for turbidity in the Ararat River. 5.0 Hunting Creek 5.1 Source Assessment Nonpoint Sources Potential sources of turbidity from nonpoint sources are described in section 2.1 Point Sources NPDES wastewater and stormwater permittees upstream of an ambient monitoring site that is not impaired (not intersected by the impaired waterbody) are not subject to the TMDL. Permittees that discharge directly to, or upstream of the impairment, yet still downstream of an unimpaired ambient monitoring site are subject to the TMDL and are discussed below. 37 NPDES Wastewater Permits: There are no NPDES wastewater dischargers in the Hunting Creek Watershed. MS4 and Individual Stormwater Permits: The NCDOT (NCS000250) is the only MS4 stormwater permitted entity in the Hunting Creek Watershed. 5.2 Technical Approach Endpoint for Turbidity Turbidity is a measure of cloudiness and is reported in NTU. Therefore, turbidity is not measured in terms of concentrations and cannot be directly converted into loadings required for developing a load duration curve. For this reason, TSS was selected as the measure for this study. In order to determine the relationship between TSS and turbidity in Hunting Creek, a regression equation between the two parameters was developed using the observed data collected from February 2000 through December 2009 at ambient station, Q3484000, on Hunting Creek. The relationship is shown in Equation 5.1. The coefficient of determination (R-Square) between the two parameters was 0.91, showing a strong relationship between the two parameters. The R2 value is the percentage of the total variation in turbidity that is explained or accounted for by the fitted regression (TSS). y = 0.7125x + 1.5044 R² = 0.9055 (5.1) Where Y = TSS in mg/l and X = turbidity in NTU. The corresponding TSS value at the turbidity standard of 50 NTU is 37 mg/L. Methodology The load duration curve method is intended to be a simple method to calculate pollutant reductions. This method was chosen for Hunting Creek because of the availability of long- term data. It is also an efficient method to calculate a percent load reduction from nonpoint sources. The methodology used to develop the load duration curve was based on Cleland (2002).The required load reduction was determined based on water quality monitoring and stream flow data from January 2000 through December 2009. 5.3 Flow Duration Curve Development of a flow duration curve is the first step of the loa duration curve employs a cumulative frequency distribution of measured daily stream flow over the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were eq which are exceeded nearly 100 percent of the time, to highest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record available at monitoring stations. Accuracy of the curve increases when longer periods of record are used. The flow duration curve, shown in Figure and flow regimes during which the exceedances of the pollutants occurred. Figure 5.1 Flow Duration Curve for Hunting Creek at DWQ Station Q3484000 Daily flow data were used from USGS Hunting Creek gauging station 02118500, co the DWQ water quality monitoring 5.4 Load Duration Curve A load duration curve is developed by multiplying the flow values along the flow duration curve by the pollutant concentrations and the appropriate conversion factors. allowable and existing loads are plotted against load is based on the water quality numerical curve. The target line is represented by the line drawn through the allowable load data points and hence, it determines the assimilative capacity of a stream or river under different flow conditions. Any values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during Development of a flow duration curve is the first step of the load duration approach. A flow duration curve employs a cumulative frequency distribution of measured daily stream flow over the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were equaled or exceeded. Flows are ranked from lowest, which are exceeded nearly 100 percent of the time, to highest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record ng stations. Accuracy of the curve increases when longer periods of record are used. The flow duration curve, shown in Figure 5.1, was used to determine the seasonality and flow regimes during which the exceedances of the pollutants occurred. Flow Duration Curve for Hunting Creek at DWQ Station Q3484000 Daily flow data were used from USGS Hunting Creek gauging station 02118500, co water quality monitoring station. A load duration curve is developed by multiplying the flow values along the flow duration curve by the pollutant concentrations and the appropriate conversion factors. As shown allowable and existing loads are plotted against the flow recurrence interval. The allowable load is based on the water quality numerical standard, margin of safety, and flow duration curve. The target line is represented by the line drawn through the allowable load data points s the assimilative capacity of a stream or river under different flow conditions. Any values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during 38 d duration approach. A flow duration curve employs a cumulative frequency distribution of measured daily stream flow over the period of record. The curve relates flow values measured at the monitoring station for the ualed or exceeded. Flows are ranked from lowest, which are exceeded nearly 100 percent of the time, to highest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record ng stations. Accuracy of the curve increases when longer periods of record , was used to determine the seasonality Daily flow data were used from USGS Hunting Creek gauging station 02118500, co-located with A load duration curve is developed by multiplying the flow values along the flow duration curve As shown in Figure 5.2, the flow recurrence interval. The allowable , margin of safety, and flow duration curve. The target line is represented by the line drawn through the allowable load data points s the assimilative capacity of a stream or river under different flow conditions. Any values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during which exceedances occur. Exceedances that occur during low continuous or point source discharges, which are generally diluted during storm events. Exceedances that occur during high mixture of point and non-point sources may cause exceedances during normal flows. Existing TSS loads to Hunting Creek were determined by multiplying the observed TSS concentration by the flow observed on the date of observation and conve daily loading values. The assimilative capacities of the multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full range of measured flow values. Figure 5.2 Load Duration Curve for Hunting Creek at DWQ station Q3484000 For Hunting Creek, the standard higher loads during high and transitional flows sugg from storm runoff and/or bank erosion. Stormwater runoff would carry a substantial amount of sediments and solid materials from impermeable as we erosion may be another result of volume and velocity runoff exceeds the resistance of the lateral (side) soil material. during high flow period are considered unmanageable and estimation in this study. ch exceedances occur. Exceedances that occur during low-flow events are likely caused by continuous or point source discharges, which are generally diluted during storm events. Exceedances that occur during high-flow events are generally driven by storm-e point sources may cause exceedances during normal flows. Existing TSS loads to Hunting Creek were determined by multiplying the observed TSS concentration by the flow observed on the date of observation and converting the result to daily loading values. The assimilative capacities of the waterbodies were determined by multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full Load Duration Curve for Hunting Creek at DWQ station Q3484000 violations occurred during typical to high flow conditions. higher loads during high and transitional flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. Stormwater runoff would carry a substantial amount of sediments and solid materials from impermeable as well as permeable land surfaces. erosion may be another result of high and transitional flows. Bank erosion occurs when high volume and velocity runoff exceeds the resistance of the lateral (side) soil material. during high flow period are considered unmanageable and hence are excluded from 39 flow events are likely caused by continuous or point source discharges, which are generally diluted during storm events. event runoff. A point sources may cause exceedances during normal flows. Existing TSS loads to Hunting Creek were determined by multiplying the observed TSS rting the result to were determined by multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full typical to high flow conditions. The est that the sources of turbidity could be from storm runoff and/or bank erosion. Stormwater runoff would carry a substantial amount of ll as permeable land surfaces. Bank Bank erosion occurs when high volume and velocity runoff exceeds the resistance of the lateral (side) soil material. The loads hence are excluded from the TMDL 40 5.5 TMDL Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be assimilated by the receiving water body while achieving water quality standards. A TMDL can be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any uncertainty concerning the relationship between effluent limitations and water quality. This definition can be expressed by equation 5.2. ∑∑++=MOSLAsWLAsTMDL (5.2) The purpose of the TMDL is to estimate allowable pollutant loads and to allocate those loads in order to implement control measures and to achieve water quality standards. The Code of Federal Regulations (40 CFR § 130.2 (1)) states that TMDLs can be expressed in terms of mass per time, toxicity, or other appropriate measures. For TSS (measure for turbidity), TMDLs are expressed as tons per day. TMDLs represent the maximum one-day load the river can assimilate and maintain the water quality criterion. Load duration curve approach was utilized to estimate the TMDL for TSS. The systematic procedures adopted to estimate TMDLs are described below. 5.5.1 Margin of Safety (MOS) Conceptually, the MOS is included in the TMDL estimation to account for the uncertainty in the simulated relationship between the pollutants and the water quality standard. In this study, the MOS was explicitly included in the TMDL analysis by setting the TMDL target at 10 percent lower than the water quality target for turbidity. 5.6 Target Reduction To determine the amount of turbidity reduction necessary to comply with the water quality standard, exceedances of the estimated standard (37 mg TSS/L) were identified within the 10th to 95th percentile flow recurrence range. Typically the remaining flow recurrence range is not included in the TMDL calculation to allow cases of extreme drought or flood to be excluded. A power curve equation for the data points violating the water quality criterion was estimated. The equation is presented in Equation 5.3. y = 13.001x-0.598 R² = 0.4097 (5.3) Where, Y = TSS (tons/day) and X = Percent Flow Exceeded. To present the TMDLs as a single value, the existing load was calculated from the power curve equation as the average of the load violations occurring between 10% and 90% flow exceedances. The average load was calculated by using percent flow exceedances in multiples 41 of 5 percent. The allowable loadings for each exceedance were calculated from the TMDL target value, which includes the 10 percent MOS. The target curve based on the allowable load and the power curve based on the exceedances are shown in Figure 5.3. The necessary percent reduction was calculated by taking the difference between the average of the power curve load estimates and the average of the allowable load estimates. For example, at each recurrence interval between 10 and 90 (again using recurrence intervals in multiples of 5), the equation of the exponential curve was used to estimate the existing load. The allowable load was then calculated in a similar fashion by substituting the allowable load curve. The estimated values are given in Appendix C. Figure 5.3 Load duration curve allowable TSS load and existing total TSS load violation in Hunting Creek 5.7 TMDL Allocation 5.7.1 Waste Load Allocation (WLA) The NCDOT is the only NPDES permitted entity in the Hunting Creek Watershed. The NCDOT was considered a significant contributor, and was assigned a percent reduction identical to the nonpoint source reduction. The NCDOT is currently in compliance with their NPDES stormwater permit, and will continue to implement measures required by the permit (NCS000250). Because of the nature of drainage from roads and highways, data are not available (n/a) to calculate a WLA for the NCDOT as a load. The reduction required for the NCDOT in the Hunting Creek watershed is shown in Table 5.1. y = 13.001x-0.598 R² = 0.4097 1.0 10.0 100.0 10% 20% 30% 40% 50% 60% 70% 80% 90% TS S ( t o n e s / d a y ) Percent Flow Exceeded Allowable load with MOS Existing load violation Power (Existing load violation) 42 Table 5.1 NPDES waste load allocations and required reductions NPDES Permittee Permitted Load (tons/day) WLA (tons/day) Percent Reduction Required NCDOT - Stormwater N/A N/A 52% 5.7.2 Load Allocation (LA) All TSS loadings from nonpoint sources such as non-MS4 urban land, agriculture land, and forestlands are reported as the LA. The estimated TMDL and allocation of TSS to point and nonpoint sources are presented in Table 5.2. The estimated percent reduction needed from NPDES stormwater and nonpoint sources is 52%, as shown in Table 5.3. Table 5.2 Estimated TMDL and load allocation for TSS (tons/day) for Hunting Creek Pollutant Water Body Existing Load (tons/day) WLA LA MOS TMDL TSS Hunting Creek 23.40 0.000 11.200 Explicit 10% 11.20 Note: The Margin of safety is included in the TMDL by lowering TSS value calculated at the 50 NTU standard by 10% Table 5.3 Estimated reduction by source for TSS (tons/day) for Hunting Creek NPDES Wastewater WLA NPDES Stormwater WLA LA Existing Load (tons/day) N/A N/A 23.40 Allocation (tons/day) N/A N/A 11.2 Percent Reduction N/A 52% 52% 5.7.3 Critical Condition and Seasonal Variation Critical conditions are considered in the load duration curve analysis by using an extended period of stream flow and water quality data, and by examining the flows (percent flow exceeded) where the existing loads exceed the target. Seasonal variation is considered in the development of the TMDLs, because allocation applies to all seasons. In the load duration curves, the mark inside a square box indicates pollutant load during the summer period. The exceedances of turbidity occurred during normal to high flow periods. The result shows that wet weather under high-flow period is the critical period for turbidity in Hunting Creek. 43 6.0 Second Creek Nonpoint Sources Potential sources of turbidity from nonpoint sources are described in section 2.1 Point Sources NPDES wastewater and stormwater permittees upstream of an ambient monitoring site that is not impaired (not intersected by the impaired waterbody) are not subject to the TMDL. Permittees that discharge directly to, or upstream of the impairment, yet still downstream of an unimpaired ambient monitoring site are subject to the TMDL and are discussed below. 6.1 Source Assessment NPDES Wastewater Permits There are five facilities that discharge wastewater continuously to Second Creek and tributaries under the NPDES program (Table 6.1). In general, facilities are permitted to discharge a monthly average TSS concentration up to 30 mg/L. Locations of dischargers are shown in Figure 1.8. Table 6.1 NPDES Wastewater Dischargers in the Second Creek Watershed Permit Number Facility Name Permit Flow (gpd) Total Suspended Solids Monthly Average Limit NC0004944 Performance Fibers Operations, Inc. 2,305,000 120 lbs/day NC0028941 Pine Valley Subdivision WWTP 25,000 30 mg/L NC0034959 West Rowan High School 10,000 30 mg/L NC0075523 RDH Tire & Retread No flow limit 32 lbs/day NC0078361 Second Creek WWTP 30,000 30 mg/L MS4 and Individual Stormwater Permits The NCDOT (NCS000250) is the only MS4 stormwater permitted entity in the Second Creek Watershed. 6.2 Technical Approach Endpoint for Turbidity Turbidity is a measure of cloudiness and is reported in NTU. Therefore, turbidity is not measured in terms of concentrations and cannot be directly converted into loadings required for developing a load duration curve. For this reason, TSS was selected as the measure for this study. 44 In order to determine the relationship between TSS and turbidity in Second Creek, a regression equation between the two parameters was developed using the observed data collected from February 2000 through December 2009 at ambient station, Q4120000, on Second Creek. The relationship is shown in Equation 7.1. The coefficient of determination (R-Square) between the two parameters was 0.98, showing a strong relationship between the two parameters. The R2 value is the percentage of the total variation in turbidity that is explained or accounted for by the fitted regression (TSS). y = 0.8078x - 2.9658 R² = 0.9795 (6.1) Where Y = TSS in mg/l and X = turbidity in NTU. The corresponding TSS value at the turbidity standard of 50 NTU is 37 mg/L. Methodology The load duration curve method is intended to be a simple method to calculate pollutant reductions. This method was chosen for Second Creek because of the availability of long-term data. It is also an efficient method to calculate a percent load reduction from nonpoint sources. The methodology used to develop the load duration curve was based on Cleland (2002). The required load reduction was determined based on water quality monitoring and stream flow data from January 2000 through December 2009. 6.3 Flow Duration Curve Development of a flow duration curve is the first step of the load duration approach. A flow duration curve employs a cumulative frequency distribution of measured daily stream flow over the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were equaled or exceeded. Flows are ranked from lowest, which are exceeded nearly 100 percent of the time, to highest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record available at monitoring stations. Accuracy of the curve increases when longer periods of record are used. The flow duration curve, shown in Figure 6.1, was used to determine the seasonality and flow regimes during which the exceedances of the pollutants occurred. 45 Figure 6.1 Flow Duration Curve for Second Creek at DWQ Station Q4120000 Daily flow data were used from USGS Second Creek gauging station 02120780, co-located with the DWQ water quality monitoring station. 6.4 Load Duration Curve A load duration curve is developed by multiplying the flow values along the flow duration curve by the pollutant concentrations and the appropriate conversion factors. As shown in Figure 6.2, allowable and existing loads are plotted against the flow recurrence interval. The allowable load is based on the water quality numerical standard, margin of safety, and flow duration curve. The target line is represented by the line drawn through the allowable load data points and hence, it determines the assimilative capacity of a stream or river under different flow conditions. Any values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during which exceedances occur. Exceedances that occur during low-flow events are likely caused by continuous or point source discharges, which are generally diluted during storm events. Exceedances that occur during high-flow events are generally driven by storm-event runoff. A mixture of point and non-point sources may cause exceedances during normal flows. Existing TSS loads to Second Creek were determined by multiplying the observed TSS concentration by the flow observed on the date of observation and converting the result to daily loading values. The assimilative capacities of the waterbodies were determined by multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full range of measured flow values. 1 10 100 1000 10000 0. 0 0 5 % 0. 0 1 0 % 0. 1 0 0 % 1. 0 0 0 % 5. 0 0 0 % 10 . 0 0 0 % 15 . 0 0 0 % 20 . 0 0 0 % 25 . 0 0 0 % 30 . 0 0 0 % 35 . 0 0 0 % 40 . 0 0 0 % 45 . 0 0 0 % 50 . 0 0 0 % 55 . 0 0 0 % 60 . 0 0 0 % 65 . 0 0 0 % 70 . 0 0 0 % 75 . 0 0 0 % 80 . 0 0 0 % 85 . 0 0 0 % 90 . 0 0 0 % 95 . 0 0 0 % 99 . 0 0 0 % 10 0 . 0 0 0 % Fl o w ( c f s ) Percent Flow Exceeded 6.2 Load Duration Curve for Second Creek at DWQ station Q For Second Creek, the standard violations occurred mostly during typical to high flow conditions. Few exceedances during watershed may not be a significant source of TSS in this watershed. high and transitional flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. In addition most of the exceedances occurred during summer when thunderstorms would increase runoff. Stormwater runoff wo sediments and solid materials from impermeable as we erosion may be another result of high and transitional flows. volume and velocity runoff exceeds the re during high flow period are cons estimation in this study. 6.5 TMDL Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant t assimilated by the receiving water body while achieving water quality standards. A TMDL can be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (M uncertainty concerning the relationship between effluent limitations and water quality. This definition can be expressed by equation 6 Load Duration Curve for Second Creek at DWQ station Q4120000 violations occurred mostly during typical to high flow conditions. Few exceedances during low-flow conditions suggest that point sources in the watershed may not be a significant source of TSS in this watershed. The higher loads during high and transitional flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. In addition most of the exceedances occurred during summer when would increase runoff. Stormwater runoff would carry a substantial amount of sediments and solid materials from impermeable as well as permeable land surfaces. erosion may be another result of high and transitional flows. Bank erosion occurs when high volume and velocity runoff exceeds the resistance of the lateral (side) soil material. during high flow period are considered unmanageable and hence are excluded in the TMDL Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant t assimilated by the receiving water body while achieving water quality standards. A TMDL can be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any uncertainty concerning the relationship between effluent limitations and water quality. This can be expressed by equation 6.2. 46 violations occurred mostly during typical to high flow conditions suggest that point sources in the higher loads during high and transitional flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. In addition most of the exceedances occurred during summer when uld carry a substantial amount of ll as permeable land surfaces. Bank Bank erosion occurs when high sistance of the lateral (side) soil material. The loads excluded in the TMDL Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be assimilated by the receiving water body while achieving water quality standards. A TMDL can be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load OS), which takes into account any uncertainty concerning the relationship between effluent limitations and water quality. This 47 ∑∑++=MOSLAsWLAsTMDL (6.2) The purpose of the TMDL is to estimate allowable pollutant loads and to allocate those loads in order to implement control measures and to achieve water quality standards. The Code of Federal Regulations (40 CFR § 130.2 (1)) states that TMDLs can be expressed in terms of mass per time, toxicity, or other appropriate measures. For TSS (measure for turbidity), TMDLs are expressed as tons per day. TMDLs represent the maximum one-day load the river can assimilate and maintain the water quality criterion. Load duration curve approach was utilized to estimate the TMDL for TSS. The systematic procedures adopted to estimate TMDLs are described below. 6.5.1 Margin of Safety (MOS) Conceptually, the MOS is included in the TMDL estimation to account for the uncertainty in the simulated relationship between the pollutants and the water quality standard. In this study, the MOS was explicitly included in the TMDL analysis by setting the TMDL target at 10 percent lower than the water quality target for turbidity. 6.6 Target Reduction To determine the amount of turbidity reduction necessary to comply with the water quality standard, exceedances of the estimated standard (estimated as 37 mg TSS/L) were identified within the 10th to 90th percentile flow recurrence range. Typically the remaining flow recurrence range is not included in the TMDL calculation to allow cases of extreme drought or flood to be excluded. A power curve equation for the data points violating the water quality criterion was estimated. The equation is presented in Equation 6.3. y = 1.2969x-2.598 R² = 1 (6.3) Where, Y = TSS (tons/day) and X = Percent Flow Exceeded. Typically, to present the TMDLs as a single value, the existing load is calculated from the power curve equation as the average of the load violations occurring when the flow exceeded at a frequency greater than 10 percent and less than 90 percent. However, only two data points exceeded the allowable load in the TMLD calculation which occurred in the 50 to 70 percent flow exceedance. Therefore only the 50-70 percent flow exceedance range was used in the TMDL calculation and reduction needed. Additionally, the average load was calculated by using percent flow exceedances in multiples of 5 percent. The allowable loadings for each exceedance were calculated from the TMDL target value, which includes the 10 percent MOS. The target curve based on the allowable load and the power curve based on the exceedances are shown in Figure 6.3. 48 The necessary percent reduction was calculated by taking the difference between the average of the power curve load estimates and the average of the allowable load estimates. For example, at each recurrence interval between 50 to 70 (again using recurrence intervals in multiples of 5), the equation of the exponential curve was used to estimate the existing load. The allowable load was then calculated in a similar fashion by substituting the allowable load curve. The estimated values are given in Appendix C. Figure 6.3 Load duration curve allowable TSS load and existing total TSS load violation in Second Creek 6.7 TMDL Allocation 6.7.1 Waste Load Allocation (WLA) Five wastewater treatment plants (WWTP) plus the NC Department of Transportation hold NPDES permits in the Second Creek Watershed. The wastewater load contributions are shown in Table 6.2. y = 1.2969x-2.598 R² = 1 0.1 1.0 10.0 100.0 10% 20% 30% 40% 50% 60% 70% 80% 90% TS S ( t o n e s / d a y ) Percent Flow Exceeded Allowable load with MOS Existing Load Violation Power (Existing Load Violation) 49 Table 6.2 Existing NPDES WW Load Contributions Facility Name Permit Number Flow (gpd) Permit Limit (monthly max) Load (tons/day) % of Average Ambient Station Load Performance Fibers Operations, Inc. NC0004944 2,305,000 120 lbs/day 0.05 1.05 Pine Valley Subdivision WWTP NC0028941 25,000 30 mg/L 0.00 0.05 West Rowan High School NC0034959 10,000 30 mg/L 0.00 0.02 RDH Tire & Retread NC0075523 No flow limit 32 lbs/day 0.01 0.28 Second Creek WWTP NC0078361 30,000 30 mg/L 0.003 0.07 In order to estimate contributions from the WWTPs, it was assumed that all TSS discharged reaches the ambient station with no settling. Based on facility permit limits of flow and the monthly average permit limits for TSS, the combined WWTP load contributes 1.6% of the average load at DWQ station Q4120000 based on data from years 2000 through 2009. It appears that these WWTPs do not present a significant load to Second Creek. Therefore it was concluded that the WWTPs are adequately regulated under existing permits and the waste load allocations in this TMDL were calculated at the existing permit limits. The NCDOT was considered a significant contributor, and was assigned a percent reduction identical to the nonpoint source reduction. The NCDOT is currently in compliance with their NPDES stormwater permit, and will continue to implement measures required by the permit (NCS000250). Because of the nature of drainage from roads and highways, data are not available (n/a) to calculate a WLA for the NCDOT as a load. The waste load allocation and required reductions for NPDES permittees in Second Creek watershed are shown in Table 6.3. Table 6.3 NPDES waste load allocations and required reductions NPDES Permittee Permitted Load (tons/day) WLA (tons/day) Percent Reduction Required Performance Fibers Operations, Inc. 0.05 0.05 0% Pine Valley Subdivision WWTP 0.00 0.00 0% West Rowan High School 0.00 0.00 0% RDH Tire & Retread 0.01 0.01 0% Second Creek WWTP 0.01 0.01 0% NCDOT - Stormwater N/A N/A 41% 50 6.7.2 Load Allocation (LA) All TSS loadings from nonpoint sources such as non-MS4 urban land, agriculture land, and forestlands are reported as the LA. The estimated TMDL and allocation of TSS to point and nonpoint sources are presented in Table 6.4. The estimated percent reduction needed from NPDES stormwater and nonpoint sources is 41%, as shown in Table 6.5. Table 6.4 Estimated TMDL and load allocation for TSS (tons/day) for Second Creek 6.5 Pollutant Water Body Existing Load (tons/day) WLA LA MOS TMDL TSS Second Creek 5.20 0.17 2.977 Explicit 10% 3.10 Note: The Margin of safety is included in the TMDL by lowering TSS value calculated at the 50 NTU standard by 10% Table 6.5 Estimated reduction by source for TSS (tons/day) for Second Creek NPDES Wastewater WLA NPDES Stormwater WLA LA Existing Load (tons/day) 0.170 N/A 5.03 Allocation (tons/day) 0.170 N/A 2.977 Percent Reduction 0% 41% 41% 6.7.3 Critical Condition and Seasonal Variation Critical conditions are considered in the load duration curve analysis by using an extended period of stream flow and water quality data, and by examining the flows (percent flow exceeded) where the existing loads exceed the target. Seasonal variation is considered in the development of the TMDLs, because allocation applies to all seasons. In the load duration curves, the mark inside a square box indicates pollutant load during the summer period. The exceedances of turbidity occurred during normal to high flow periods. The result shows that wet weather under high-flow period is the critical period for turbidity in Second Creek. 7.0 South Deep Creek 7.1 Source Assessment Nonpoint Sources Potential sources of turbidity from nonpoint sources are described in section 2.1 Point Sources 51 NPDES wastewater and stormwater permittees upstream of an ambient monitoring site that is not impaired (not intersected by the impaired waterbody) are not subject to the TMDL. Permittees that discharge directly to, or upstream of the impairment, yet still downstream of an unimpaired ambient monitoring site are subject to the TMDL and are discussed below. NPDES Wastewater Permits There are three facilities that discharge wastewater continuously to South Deep Creek and tributaries under the NPDES program (Table 7.1). In general, facilities are permitted to discharge a monthly average TSS concentration up to 30 mg/L. Locations of dischargers are shown in Figure 1.10. Table 7.1 NPDES Wastewater Dischargers in the South Deep Creek Watershed Permit Number Facility Name Permit Flow (gpd) Total Suspended Solids Monthly Average Limit NC0029599 Courtney Elementary School WWTP 5,000 30 mg/L NC0070459 Starmount High School WWTP 26,000 30 mg/L NC0079260 Yadkinville WTP No Permit Limit 30 mg/L MS4 and Individual Stormwater Permits The NCDOT (NCS000250) is the only MS4 stormwater permitted entity in the South Deep Creek Watershed. 7.2 Technical Approach Endpoint for Turbidity Turbidity is a measure of cloudiness and is reported in NTU. Therefore, turbidity is not measured in terms of concentrations and cannot be directly converted into loadings required for developing a load duration curve. For this reason, TSS was selected as the measure for this study. The ambient monitoring station on South Deep Creek (Q2135000) does not monitor TSS. In order to determine the relationship between TSS and turbidity in South Deep Creek, a regression equation between TSS and NTU is used from the other combined ambient stations used for the waterbodies in this TMDL. These stations include Q5930000, Q3484000, Q2600000, Q2720000, Q4120000, and Q3934500 using observed data from February 2000 through December 2009. The combined relationship is shown in Equation 7.1. The coefficient of determination (R-Square) between the two parameters was 0.92, showing a strong relationship between the two parameters. The R2 value is the percentage of the total variation in turbidity that is explained or accounted for by the fitted regression (TSS). 52 y = -0.0002x2 + 1.1917x - 4.665 R² = 0.9249 (7.1) Where Y = TSS in mg/l and X = turbidity in NTU. The corresponding TSS value at the turbidity standard of 50 NTU is 54 mg/L. Methodology The load duration curve method is intended to be a simple method to calculate pollutant reductions. This method was chosen for the South Deep Creek because of the availability of long- term data. It is also an efficient method to calculate a percent load reduction from nonpoint sources. The methodology used to develop the load duration curve was based on Cleland (2002).The required load reduction was determined based on water quality monitoring and stream flow data from January 2000 through April 2010. 7.3 Flow Duration Curve Development of a flow duration curve is the first step of the load duration approach. A flow duration curve employs a cumulative frequency distribution of measured daily stream flow over the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were equaled or exceeded. Flows are ranked from lowest, which are exceeded nearly 100 percent of the time, to highest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record available at monitoring stations. Accuracy of the curve increases when longer periods of record are used. The flow duration curve, shown in Figure 7.1, was used to determine the seasonality and flow regimes during which the exceedances of the pollutants occurred. 53 Figure 7.1 Flow Duration Curve for South Deep Creek at DWQ Station Q21350000 The South Deep Creek watershed does not have a USGS flow gage. Daily flow data were used from USGS gage on Hunting Creek (02118500), which is located adjacent to the south of South Deep Creek. The South Deep Watershed area is 80 square miles while the Hunting Creek water area is 155 square miles. A drainage area ratio between the two watersheds was used to estimate the flow on South Deep Creek. 7.4 Load Duration Curve A load duration curve is developed by multiplying the flow values along the flow duration curve by the pollutant concentrations and the appropriate conversion factors. As shown in Figure 7.2, allowable and existing loads are plotted against the flow recurrence interval. The allowable load is based on the water quality numerical standard, margin of safety, and flow duration curve. The target line is represented by the line drawn through the allowable load data points and hence, it determines the assimilative capacity of a stream or river under different flow conditions. Any values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during which exceedances occur. Exceedances that occur during low-flow events are likely caused by continuous or point source discharges, which are generally diluted during storm events. Exceedances that occur during high-flow events are generally driven by storm-event runoff. A mixture of point and non-point sources may cause exceedances during normal flows. Existing TSS loads to South Deep Creek were determined by multiplying the observed TSS concentration by the flow observed on the date of observation and converting the result to 1 10 100 1000 10000 0. 0 0 5 % 0. 0 1 0 % 0. 1 0 0 % 1. 0 0 0 % 5. 0 0 0 % 10 . 0 0 0 % 15 . 0 0 0 % 20 . 0 0 0 % 25 . 0 0 0 % 30 . 0 0 0 % 35 . 0 0 0 % 40 . 0 0 0 % 45 . 0 0 0 % 50 . 0 0 0 % 55 . 0 0 0 % 60 . 0 0 0 % 65 . 0 0 0 % 70 . 0 0 0 % 75 . 0 0 0 % 80 . 0 0 0 % 85 . 0 0 0 % 90 . 0 0 0 % 95 . 0 0 0 % 99 . 0 0 0 % 10 0 . 0 0 0 % Fl o w ( c f s ) Percent Flow Exceeded daily loading values. The assimilat multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full range of measured flow values. Figure 7.2 Load Duration Curve for South Deep Creek at DWQ station Q2135000 For South Deep Creek, the standard Few exceedances during low-flow not be a significant source of TSS in this watershed. transitional flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. Stormwater runoff would carry a substantial amount of sediments and solid materia from impermeable as well as permeable land surfaces high and transitional flows. Bank erosion occurs when high volume and velocity runoff exceeds the resistance of the lateral (side) soil material. considered unmanageable and hence are 7.5 TMDL Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be assimilated by the receiving water body while achi be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any daily loading values. The assimilative capacities of the waterbodies were determined by multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full Curve for South Deep Creek at DWQ station Q2135000 standard violations occurred during typical to high flow conditions. flow conditions suggest that point sources in the watershed may ant source of TSS in this watershed. The higher loads during high and transitional flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. Stormwater runoff would carry a substantial amount of sediments and solid materia ll as permeable land surfaces. Bank erosion may be another result of Bank erosion occurs when high volume and velocity runoff exceeds the resistance of the lateral (side) soil material. The loads during high flow period are idered unmanageable and hence are excluded in the TMDL estimation in this study. Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be assimilated by the receiving water body while achieving water quality standards. A TMDL can be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any 54 were determined by multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full Curve for South Deep Creek at DWQ station Q2135000 violations occurred during typical to high flow conditions. conditions suggest that point sources in the watershed may The higher loads during high and transitional flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. Stormwater runoff would carry a substantial amount of sediments and solid materials . Bank erosion may be another result of Bank erosion occurs when high volume and velocity runoff exceeds g high flow period are excluded in the TMDL estimation in this study. Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be eving water quality standards. A TMDL can be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any 55 uncertainty concerning the relationship between effluent limitations and water quality. This definition can be expressed by equation 8.2. ∑∑++=MOSLAsWLAsTMDL (8.2) The purpose of the TMDL is to estimate allowable pollutant loads and to allocate those loads in order to implement control measures and to achieve water quality standards. The Code of Federal Regulations (40 CFR § 130.2 (1)) states that TMDLs can be expressed in terms of mass per time, toxicity, or other appropriate measures. For TSS (measure for turbidity), TMDLs are expressed as tons per day. TMDLs represent the maximum one-day load the river can assimilate and maintain the water quality criterion. Load duration curve approach was utilized to estimate the TMDL for TSS. The systematic procedures adopted to estimate TMDLs are described below. 7.5.1 Margin of Safety (MOS) Conceptually, the MOS is included in the TMDL estimation to account for the uncertainty in the simulated relationship between the pollutants and the water quality standard. In this study, the MOS was explicitly included in the TMDL analysis by setting the TMDL target at 10 percent lower than the water quality target for turbidity. 7.6 Target Reduction To determine the amount of turbidity reduction necessary to comply with the water quality standard, exceedances of the estimated standard (estimated as 54 mg TSS/L) were identified within the 10th to 90th percentile flow recurrence range. Typically the remaining flow recurrence range is not included in the TMDL calculation to allow cases of extreme drought or flood to be excluded. An exponential curve equation for the data points violating the water quality criterion was estimated. The equation is presented in Equation 7.3. y = 34.556e-1.645x R² = 0.2386 (7.3) Where, Y = TSS (tons/day) and X = Percent Flow Exceeded. To present the TMDLs as a single value, the existing load was calculated from the exponential curve equation as the average of the load violations occurring between 10% and 90% flow exceedances. The average load was calculated by using percent flow exceedances in multiples of 5 percent. The allowable loadings for each exceedance were calculated from the TMDL target value, which includes the 10 percent MOS. The target curve based on the allowable load and the exponential curve based on the exceedances are shown in Figure 7.3. 56 The necessary percent reduction was calculated by taking the difference between the average of the exponential curve load estimates and the average of the allowable load estimates. For example, at each recurrence interval between 10 and 90 (again using recurrence intervals in multiples of 5), the equation of the exponential curve was used to estimate the existing load. The allowable load was then calculated in a similar fashion by substituting the allowable load curve. The estimated values are given in Appendix C. Figure 7.3 Load duration curve allowable TSS load and existing total TSS load violation in South Deep Creek The power line representing the exceeding TSS loads in Figure 7.3 has a lower R-Square value due to presence of an observation that is numerically distant from the rest of the loads. 7.7 TMDL Allocation 7.7.1 Waste Load Allocation (WLA) Three wastewater treatment plants (WWTP) plus the NC Department of Transportation hold NPDES permits in the South Deep Creek Watershed. The wastewater load contributions are shown in Table 7.2 y = 34.556e-1.645x R² = 0.2386 1.0 10.0 100.0 10% 20% 30% 40% 50% 60% 70% 80% 90% TS S ( t o n e s / d a y ) Percent Flow Exceeded Allowable load with MOS Existing Load Violation Expon. (Existing Load Violation) 57 Table 7.2 Existing NPDES WW Load Contributions Facility Name Permit Number Flow (gpd) Permit Limit (monthly max in mg/L) Load (tons/day) % of Average Ambient Station Load Courtney Elementary School WWTP NC0029599 5,000 30 0.0006 0.003 Starmount High School WWTP NC0070459 26,000 30 0.0030 0.018 Yadkinville WTP NC0079260 No Permit Limit 30 N/A N/A The Yadkinville WTP does not have a flow limit, therefore a load will not be calculated for this facility. In order to estimate contributions from the WWTPs, it was assumed that all TSS discharged reaches the ambient station with no settling. Based on facility permit limits of flow and the monthly average permit limits for TSS, the combined WWTP load contributes less than 1% of the average load at DWQ station Q2135000 based on data from years 2000 through 2009. It appears that these WWTPs do not present a significant load to South Deep Creek. Therefore it was concluded that the WWTPs are adequately regulated under existing permits and the waste load allocations in this TMDL were calculated at the existing permit limits. The NCDOT was considered a significant contributor, and was assigned a percent reduction identical to the nonpoint source reduction. The NCDOT is currently in compliance with their NPDES stormwater permit, and will continue to implement measures required by the permit (NCS000250). Because of the nature of drainage from roads and highways, data are not available (n/a) to calculate a WLA for the NCDOT as a load. The waste load allocation and required reductions for NPDES permittees in the South Deep Creek watershed are shown in Table 7.3. Table 7.3 NPDES waste load allocations and required reductions NPDES Permittee Permitted Load (tons/day) WLA (tons/day) Percent Reduction Required Courtney Elementary School WWTP 0.0006 0.0006 0% Starmount High School WWTP 0.0030 0.0030 0% Yadkinville WTP N/A N/A N/A NCDOT - Stormwater N/A N/A 48% 7.7.2 Load Allocation (LA) All TSS loadings from nonpoint sources such as non-MS4 urban land, agriculture land, and forestlands are reported as the LA. The estimated TMDL and allocation of TSS to point and nonpoint sources are presented in Table 7.4. The estimated percent reduction needed from NPDES stormwater and nonpoint sources is 48%, as shown in Table 7.5. 58 Table 7.4 Estimated TMDL and load allocation for TSS (tons/day) for South Deep Creek Pollutant Water Body Existing Load (tons/day) WLA LA MOS TMDL TSS South Deep Creek 16.40 0.003 8.497 Explicit 10% 8.50 Table 7.5 Estimated reduction by source for TSS (tons/day) for South Deep Creek NPDES Wastewater WLA NPDES Stormwater WLA LA Existing Load (tons/day) 0.003 N/A 16.40 Allocation (tons/day) 0.003 N/A 8.497 Percent Reduction 0% 48% 48% 7.7.3 Critical Condition and Seasonal Variation Critical conditions are considered in the load duration curve analysis by using an extended period of stream flow and water quality data, and by examining the flows (percent flow exceeded) where the existing loads exceed the target. Seasonal variation is considered in the development of the TMDLs, because allocation applies to all seasons. In the load duration curves, the mark inside a square box indicates pollutant load during the summer period. The exceedances of turbidity occurred during normal to high flow periods. The result shows that wet weather under high-flow period is the critical period for turbidity in South Deep Creek. 8.0 South Yadkin River 8.1 Source Assessment Nonpoint Sources Potential sources of turbidity from nonpoint sources are described in section 2.1 Point Sources NPDES wastewater and stormwater permittees upstream of an ambient monitoring site that is not impaired (not intersected by the impaired waterbody) are not subject to the TMDL. 59 Permittees that discharge directly to, or upstream of the impairment, yet still downstream of an unimpaired ambient monitoring site are subject to the TMDL and are discussed below. NPDES Wastewater Permits There are six facilities that discharge wastewater continuously to the South Yadkin River and tributaries under the NPDES program (Table 8.1). In general, facilities are permitted to discharge a monthly average TSS concentration up to 30 mg/L. Locations of dischargers are shown in Figure 1.12. Table 8.1 NPDES Wastewater Dischargers in the South Yadkin River Watershed Permit Number Facility Name Permit Flow (gpd) Total Suspended Solids Monthly Average Limit NC0004898 Turnersburg Plant 10,000 30 mg/L NC0024872 Cooleemee WWTP 1,500,000 30 mg/L NC0028606 I-77 Rest Area Iredell County 18,000 30 mg/L NC0037371 North Iredell High School 12,500 30 mg/L NC0076333 Statesville Auto Auction WWTP 25,000 30 mg/L NC0085120 Iredell Distribution Center WWTP 16,000 30 mg/L MS4 and Individual Stormwater Permits The NCDOT (NCS000250) is the only MS4 stormwater permitted entity in the South Yadkin River Watershed. 8.2 Technical Approach Endpoint for Turbidity Turbidity is a measure of cloudiness and is reported in NTU. Therefore, turbidity is not measured in terms of concentrations and cannot be directly converted into loadings required for developing a load duration curve. For this reason, TSS was selected as the measure for this study. In order to determine the relationship between TSS and turbidity in the South Yadkin River, a regression equation between the two parameters was developed using the observed data collected from January 2000 through December 2009 at ambient station Q3460000 on the South Yadkin River. The relationship is shown in Equation 8.1. The coefficient of determination (R-Square) between the two parameters was 0.88, showing a strong relationship between the two parameters. The R2 value is the percentage of the total variation in turbidity that is explained or accounted for by the fitted regression (TSS). 60 y = 1.104x - 1.8288 R² = 0.88 (8.1) Where Y = TSS in mg/l and X = turbidity in NTU. The corresponding TSS value at the turbidity standard of 50 NTU is 53 mg/L. Methodology The load duration curve method is intended to be a simple method to calculate pollutant reductions. This method was chosen for the South Yadkin River because of the availability of long- term data. It is also an efficient method to calculate a percent load reduction from nonpoint sources. The methodology used to develop the load duration curve was based on Cleland (2002).The required load reduction was determined based on water quality monitoring and stream flow data from January 2000 through December 2009. 8.3 Flow Duration Curve Development of a flow duration curve is the first step of the load duration approach. A flow duration curve employs a cumulative frequency distribution of measured daily stream flow over the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were equaled or exceeded. Flows are ranked from lowest, which are exceeded nearly 100 percent of the time, to highest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record available at monitoring stations. Accuracy of the curve increases when longer periods of record are used. The flow duration curve, shown in Figure 8.1, was used to determine the seasonality and flow regimes during which the exceedances of the pollutants occurred. 61 Figure 8.1 Flow Duration Curve for the South Yadkin River at DWQ Station Q3460000 Daily flow data were used from USGS South Yadkin River gauging station 02118000, co-located with the DWQ water quality monitoring station. 8.4 Load Duration Curve A load duration curve is developed by multiplying the flow values along the flow duration curve by the pollutant concentrations and the appropriate conversion factors. As shown in Figure 8.2, allowable and existing loads are plotted against the flow recurrence interval. The allowable load is based on the water quality numerical standard, margin of safety, and flow duration curve. The target line is represented by the line drawn through the allowable load data points and hence, it determines the assimilative capacity of a stream or river under different flow conditions. Any values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during which exceedances occur. Exceedances that occur during low-flow events are likely caused by continuous or point source discharges, which are generally diluted during storm events. Exceedances that occur during high-flow events are generally driven by storm-event runoff. A mixture of point and non-point sources may cause exceedances during normal flows. Existing TSS loads to the South Yadkin River were determined by multiplying the observed TSS concentration by the flow observed on the date of observation and converting the result to daily loading values. The assimilative capacities of the waterbodies were determined by multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full range of measured flow values. 1 10 100 1000 10000 100000 0. 0 0 5 % 0. 0 1 0 % 0. 1 0 0 % 1. 0 0 0 % 5. 0 0 0 % 10 . 0 0 0 % 15 . 0 0 0 % 20 . 0 0 0 % 25 . 0 0 0 % 30 . 0 0 0 % 35 . 0 0 0 % 40 . 0 0 0 % 45 . 0 0 0 % 50 . 0 0 0 % 55 . 0 0 0 % 60 . 0 0 0 % 65 . 0 0 0 % 70 . 0 0 0 % 75 . 0 0 0 % 80 . 0 0 0 % 85 . 0 0 0 % 90 . 0 0 0 % 95 . 0 0 0 % 99 . 0 0 0 % 10 0 . 0 0 0 % Fl o w ( c f s ) Percent Flow Exceeded Figure 8.2 Load Duration Curve for the South Yadkin River at DWQ station Q3460000 For the South Yadkin River, the standard conditions. Few exceedances during watershed may not be a significant source of TSS in this watershed. high and transitional flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. In addition most of the exceedances occurred during summer when thunderstorms would increase runoff. Stormwater runoff would carry a substantial amount of sediments and solid materials from impermeable as we erosion may be another result of high and transitional flows. volume and velocity runoff exceeds the resistance of the lateral (side) soil material. during high flow period are cons estimation in this study. 8.5 TMDL Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be assimilated by the receiving water body be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any uncertainty concerning the relationship between effluent limitations and water quality. This definition can be expressed by equation 8 Load Duration Curve for the South Yadkin River at DWQ station Q3460000 standard violations occurred during typical to high flow conditions. Few exceedances during low-flow conditions suggest that point sources in the watershed may not be a significant source of TSS in this watershed. The higher loads during gest that the sources of turbidity could be from storm runoff and/or bank erosion. In addition most of the exceedances occurred during summer when would increase runoff. Stormwater runoff would carry a substantial amount of id materials from impermeable as well as permeable land surfaces. erosion may be another result of high and transitional flows. Bank erosion occurs when high volume and velocity runoff exceeds the resistance of the lateral (side) soil material. during high flow period are considered unmanageable and hence are excluded in the TMDL Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be assimilated by the receiving water body while achieving water quality standards. A TMDL can be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any rning the relationship between effluent limitations and water quality. This can be expressed by equation 8.2. 62 Load Duration Curve for the South Yadkin River at DWQ station Q3460000 ations occurred during typical to high flow conditions suggest that point sources in the The higher loads during gest that the sources of turbidity could be from storm runoff and/or bank erosion. In addition most of the exceedances occurred during summer when would increase runoff. Stormwater runoff would carry a substantial amount of ll as permeable land surfaces. Bank Bank erosion occurs when high volume and velocity runoff exceeds the resistance of the lateral (side) soil material. The loads excluded in the TMDL Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be while achieving water quality standards. A TMDL can be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any rning the relationship between effluent limitations and water quality. This 63 ∑∑++=MOSLAsWLAsTMDL (8.2) The purpose of the TMDL is to estimate allowable pollutant loads and to allocate those loads in order to implement control measures and to achieve water quality standards. The Code of Federal Regulations (40 CFR § 130.2 (1)) states that TMDLs can be expressed in terms of mass per time, toxicity, or other appropriate measures. For TSS (measure for turbidity), TMDLs are expressed as tons per day. TMDLs represent the maximum one-day load the river can assimilate and maintain the water quality criterion. Load duration curve approach was utilized to estimate the TMDL for TSS. The systematic procedures adopted to estimate TMDLs are described below. 8.5.1 Margin of Safety (MOS) Conceptually, the MOS is included in the TMDL estimation to account for the uncertainty in the simulated relationship between the pollutants and the water quality standard. In this study, the MOS was explicitly included in the TMDL analysis by setting the TMDL target at 10 percent lower than the water quality target for turbidity. 8.6 Target Reduction To determine the amount of turbidity reduction necessary to comply with the water quality standard, exceedances of the standard (estimated as 53 mg TSS/L) were identified within the 10th to 90th percentile flow recurrence range. Typically the remaining flow recurrence range is not included in the TMDL calculation to allow cases of extreme drought or flood to be excluded. A power curve equation for the data points violating the water quality criterion was estimated. The equation is presented in Equation 8.3. y = 31.051x-0.5 R² = 0.2229 (8.3) Where, Y = TSS (tons/day) and X = Percent Flow Exceeded. To present the TMDLs as a single value, the existing load was calculated from the power curve equation as the average of the load violations occurring between 10% and 90% flow exceedances. The average load was calculated by using percent flow exceedances in multiples of 5 percent. The allowable loadings for each exceedance were calculated from the TMDL target value, which includes the 10 percent MOS. The target curve based on the allowable load and the power curve based on the exceedances are shown in Figure 8.3. The necessary percent reduction was calculated by taking the difference between the average of the power curve load estimates and the average of the allowable load estimates. For example, at each recurrence interval between 10 and 90 (again using recurrence intervals in multiples of 5), the equation of the power curve was used to estimate the existing load. The 64 allowable load was then calculated in a similar fashion by substituting the allowable load curve. The estimated values are given in Appendix C. Figure 8.3 Load duration curve allowable TSS load and existing total TSS load violation in the South Yadkin River The power line representing the exceeding TSS loads in Figure 8.3 has a lower R-Square value due to presence of an observation that is numerically distant from the rest of the loads. 8.7 TMDL Allocation 8.7.1 Waste Load Allocation (WLA) Six wastewater treatment plants (WWTP) plus the NC Department of Transportation hold NPDES permits in the South Yadkin River Watershed. The wastewater load contributions are shown in Table 8.2. Table 8.2 Existing NPDES WW Load Contributions Facility Name Permit Number Flow (gpd) Permit Limit (monthly max in mg/L) Load (tons/day) % of Average Ambient Station Load Turnersburg Plant NC0004898 10,000 30 0.0011 0.002 Cooleemee WWTP NC0024872 1,500,000 30 0.1703 0.339 I-77 Rest Area Iredell County NC0028606 18,000 30 0.0020 0.004 North Iredell High School NC0037371 12,500 30 0.0014 0.003 Statesville Auto Auction WWTP NC0076333 25,000 30 0.0028 0.006 y = 31.051x-0.5 R² = 0.2229 1.0 10.0 100.0 1000.0 10% 20% 30% 40% 50% 60% 70% 80% 90% TS S ( t o n e s / d a y ) Percent Flow Exceeded Allowable load with MOS Existing load violation Power (Existing load violation) 65 Facility Name Permit Number Flow (gpd) Permit Limit (monthly max in mg/L) Load (tons/day) % of Average Ambient Station Load Iredell Distribution Center WWTP NC0085120 16,000 30 0.0018 0.004 In order to estimate contributions from the WWTPs, it was assumed that all TSS discharged reaches the ambient station with no settling. Based on facility permit limits of flow and the monthly average permit limits for TSS, the combined WWTP load contributes less than 1% of the average load at DWQ station Q3460000 based on data from years 2000 through 2009. It appears that these WWTPs do not present a significant load to the South Yadkin River. Therefore it was concluded that the WWTPs are adequately regulated under existing permits and the waste load allocations in this TMDL were calculated at the existing permit limits. The NCDOT was considered a significant contributor, and was assigned a percent reduction identical to the nonpoint source reduction. The NCDOT is currently in compliance with their NPDES stormwater permit, and will continue to implement measures required by the permit (NCS000250). Because of the nature of drainage from roads and highways, data are not available (n/a) to calculate a WLA for the NCDOT as a load. The waste load allocation and required reductions for NPDES permittees in the South Yadkin River watershed are shown in Table 8.3. Table 8.3 NPDES waste load allocations and required reductions NPDES Permittee Permitted Load (tons/day) WLA (tons/day) Percent Reduction Required Turnersburg Plant 0.0011 0.0011 0% Cooleemee WWTP 0.1703 0.1703 0% I-77 Rest Area Iredell County 0.0020 0.0020 0% North Iredell High School 0.0014 0.0014 0% Statesville Auto Auction WWTP 0.0028 0.0028 0% Iredell Distribution Center WWTP 0.0018 0.0018 0% NCDOT - Stormwater N/A N/A 50% 8.7.2 Load Allocation (LA) All TSS loadings from nonpoint sources such as non-MS4 urban land, agriculture land, and forestlands are reported as the LA. The estimated TMDL and allocation of TSS from point and nonpoint sources are presented in Table 8.4. The estimated percent reduction needed from NPDES stormwater and nonpoint sources is 50%, as shown in Table 8.5. 66 Table 8.4 Estimated TMDL and load allocation for TSS (tons/day) for the South Yadkin River Pollutant Water Body Existing Load (tons/day) WLA LA MOS TMDL TSS South Yadkin River 50.20 0.179 25.221 Explicit 10% 25.40 Table 8.5 Estimated reduction by source for TSS (tons/day) for the South Yadkin River NPDES Wastewater WLA NPDES Stormwater WLA LA Existing Load (tons/day) 0.179 N/A 50.02 Allocation (tons/day) 0.179 N/A 25.221 Percent Reduction 0% 50% 50% 8.7.3 Critical Condition and Seasonal Variation Critical conditions are considered in the load duration curve analysis by using an extended period of stream flow and water quality data, and by examining the flows (percent flow exceeded) where the existing loads exceed the target. Seasonal variation is considered in the development of the TMDLs, because allocation applies to all seasons. In the load duration curves, the mark inside a square box indicates pollutant load during the summer period. The exceedances of turbidity occurred during normal to high flow periods. The result shows that wet weather under high-flow period is the critical period for turbidity in the South Yadkin River. 9.0 Third Creek 9.1 Source Assessment Nonpoint Sources Potential sources of turbidity from nonpoint sources are described in section 2.1 Point Sources NPDES wastewater and stormwater permittees upstream of an ambient monitoring site that is not impaired (not intersected by the impaired waterbody) are not subject to the TMDL. Permittees that discharge directly to, or upstream of the impairment, yet still downstream of an unimpaired ambient monitoring site are subject to the TMDL and are discussed below. 67 NPDES Wastewater Permits There are four facilities that discharge wastewater continuously to Third Creek and tributaries under the NPDES program (Table 9.1). In general, facilities are permitted to discharge a monthly average TSS concentration up to 30 mg/L. Locations of dischargers are shown in Figure 1.14. Table 9.1 NPDES Wastewater Dischargers in the Third Creek Watershed Permit Number Facility Name Permit Flow (gpd) Total Suspended Solids Monthly Average Limit NC0020591 Third Creek WWTP 4,000,000 30 mg/L NC0023191 Seven Cedars Mobile Home Park WWTP 10,000 30 mg/L NC0045471 Barium Springs Home WWTP 30,000 30 mg/L NC0049867 Cleveland WWTP 270,000 30 mg/L MS4 and Individual Stormwater Permits The NCDOT (NCS000250) is the only MS4 stormwater permitted entity in the Third Creek Watershed. 9.2 Technical Approach Endpoint for Turbidity Turbidity is a measure of cloudiness and is reported in NTU. Therefore, turbidity is not measured in terms of concentrations and cannot be directly converted into loadings required for developing a load duration curve. For this reason, TSS was selected as the measure for this study. In order to determine the relationship between TSS and turbidity in Third Creek, a regression equation between the two parameters was developed using the observed data collected from January 2000 through December 2009 at ambient station, Q3934500, on Third Creek. The relationship is shown in Equation 9.1. The coefficient of determination (R-Square) between the two parameters was 0.97, showing a strong relationship between the two parameters. The R2 value is the percentage of the total variation in turbidity that is explained or accounted for by the fitted regression (TSS). y = 1.2711x - 2.0421 R² = 0.9783 (9.1) Where Y = TSS in mg/l and X = turbidity in NTU. The corresponding TSS value at the turbidity standard of 50 NTU is 62 mg/L. Methodology The load duration curve method is intended to be a simple method to calculate pollutant reductions. This method was chosen for Third Creek because of the availability of long data. It is also an efficient method to calculate a percent load reduction from nonpoint sources. The methodology used to develop the load duration curve was based on Cleland (2002). required load reduction was determined based on water quality monitoring and str data from January 2000 through December 2009. 9.3 Flow Duration Curve Development of a flow duration curve is the first step of the load duration approach. A flow duration curve employs a cumulative frequency distribution of measured daily stream the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were equaled or exceeded. Flows are ranked from lowest, which are exceeded nearly 100 percent of the time, to highest, percent of the time. Reliability of the flow duration curve depends on the period of record available at monitoring stations. Accuracy of the curve increases when longer periods of record are used. The flow duration curve, sh and flow regimes during which the exceedances of the pollutants occurred. Figure 9.1 Flow Duration Curve for the Third Creek at DWQ Station Q393450 The Third Creek watershed does not have a USGS flow gage. Daily flow data were used from USGS gage on Second Creek (02120780), which is located adjacent to the south of Third Creek. The load duration curve method is intended to be a simple method to calculate pollutant reductions. This method was chosen for Third Creek because of the availability of long efficient method to calculate a percent load reduction from nonpoint sources. The methodology used to develop the load duration curve was based on Cleland (2002). required load reduction was determined based on water quality monitoring and str data from January 2000 through December 2009. Development of a flow duration curve is the first step of the load duration approach. A flow duration curve employs a cumulative frequency distribution of measured daily stream the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were equaled or exceeded. Flows are ranked from lowest, which are exceeded nearly 100 percent of the time, to highest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record available at monitoring stations. Accuracy of the curve increases when longer periods of record are used. The flow duration curve, shown in Figure 9.1, was used to determine the seasonality and flow regimes during which the exceedances of the pollutants occurred. Flow Duration Curve for the Third Creek at DWQ Station Q3934500 The Third Creek watershed does not have a USGS flow gage. Daily flow data were used from USGS gage on Second Creek (02120780), which is located adjacent to the south of Third Creek. 68 The load duration curve method is intended to be a simple method to calculate pollutant reductions. This method was chosen for Third Creek because of the availability of long- term efficient method to calculate a percent load reduction from nonpoint sources. The methodology used to develop the load duration curve was based on Cleland (2002).The required load reduction was determined based on water quality monitoring and stream flow Development of a flow duration curve is the first step of the load duration approach. A flow duration curve employs a cumulative frequency distribution of measured daily stream flow over the period of record. The curve relates flow values measured at the monitoring station for the percent of time the flow values were equaled or exceeded. Flows are ranked from lowest, which are exceeded less than 1 percent of the time. Reliability of the flow duration curve depends on the period of record available at monitoring stations. Accuracy of the curve increases when longer periods of record , was used to determine the seasonality The Third Creek watershed does not have a USGS flow gage. Daily flow data were used from USGS gage on Second Creek (02120780), which is located adjacent to the south of Third Creek. 69 The Third Creek Watershed area is 100 square miles while the Second Creek water area is 114 square miles. A drainage area ratio between the two watersheds was used to estimate the flow on Third Creek. 9.4 Load Duration Curve A load duration curve is developed by multiplying the flow values along the flow duration curve by the pollutant concentrations and the appropriate conversion factors. As shown in Figure 9.2, allowable and existing loads are plotted against the flow recurrence interval. The allowable load is based on the water quality numerical standard, margin of safety, and flow duration curve. The target line is represented by the line drawn through the allowable load data points and hence, it determines the assimilative capacity of a stream or river under different flow conditions. Any values above the line are exceeded loads and the values below the line are acceptable loads. Therefore, a load duration curve can help define the flow regime during which exceedances occur. Exceedances that occur during low-flow events are likely caused by continuous or point source discharges, which are generally diluted during storm events. Exceedances that occur during high-flow events are generally driven by storm-event runoff. A mixture of point and non-point sources may cause exceedances during normal flows. Existing TSS loads to the Third Creek were determined by multiplying the observed TSS concentration by the flow observed on the date of observation and converting the result to daily loading values. The assimilative capacities of the waterbodies were determined by multiplying the TSS concentration that is equivalent to a turbidity value of 50 NTU by the full range of measured flow values. Figure 9.2 Load Duration Curve for the Third Creek at DWQ station Q3934500 For Third Creek, the standard violations occurred during typical to high flow conditions. Few exceedances during low-flow conditions suggest that point sources in the watershed may not be a significant source of TSS in this watershed. flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. Stormwater runoff would carry a substantial amount of sediments and solid materials from impermeable as well as permeable land surfaces and transitional flows. Bank erosion occurs when high volume and velocity runoff exceeds the resistance of the lateral (side) soil material. unmanageable and hence are excluded in the TMDL estimation in this study. 9.5 TMDL Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be assimilated by the receiving water body while achieving water quality standards. A TMDL can be expressed as the sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any uncertainty concerning the relationship between effluent limitations and water quality. definition can be expressed by equation 9 ∑ ∑+=LAsWLAsTMDL Load Duration Curve for the Third Creek at DWQ station Q3934500 violations occurred during typical to high flow conditions. Few conditions suggest that point sources in the watershed may not be a significant source of TSS in this watershed. The higher loads during high and transitional flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. Stormwater runoff would carry a substantial amount of sediments and solid materials from ll as permeable land surfaces. Bank erosion may be another result of high Bank erosion occurs when high volume and velocity runoff exceeds the resistance of the lateral (side) soil material. The loads during high flow period are cons excluded in the TMDL estimation in this study. Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be assimilated by the receiving water body while achieving water quality standards. A TMDL can e sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any uncertainty concerning the relationship between effluent limitations and water quality. can be expressed by equation 9.2. +MOSLAs 70 violations occurred during typical to high flow conditions. Few conditions suggest that point sources in the watershed may not igh and transitional flows suggest that the sources of turbidity could be from storm runoff and/or bank erosion. Stormwater runoff would carry a substantial amount of sediments and solid materials from erosion may be another result of high Bank erosion occurs when high volume and velocity runoff exceeds the The loads during high flow period are considered Total Maximum Daily Load (TMDL) can be defined as the total amount of pollutant that can be assimilated by the receiving water body while achieving water quality standards. A TMDL can e sum of all point source wasteload allocations (WLAs), nonpoint source load allocations (LAs), and an appropriate margin of safety (MOS), which takes into account any uncertainty concerning the relationship between effluent limitations and water quality. This (9.2) 71 The purpose of the TMDL is to estimate allowable pollutant loads and to allocate those loads in order to implement control measures and to achieve water quality standards. The Code of Federal Regulations (40 CFR § 130.2 (1)) states that TMDLs can be expressed in terms of mass per time, toxicity, or other appropriate measures. For TSS (measure for turbidity), TMDLs are expressed as tons per day. TMDLs represent the maximum one-day load the river can assimilate and maintain the water quality criterion. Load duration curve approach was utilized to estimate the TMDL for TSS. The systematic procedures adopted to estimate TMDLs are described below. 9.5.1 Margin of Safety (MOS) Conceptually, the MOS is included in the TMDL estimation to account for the uncertainty in the simulated relationship between the pollutants and the water quality standard. In this study, the MOS was explicitly included in the TMDL analysis by setting the TMDL target at 10 percent lower than the water quality target for turbidity. 9.6 Target Reduction To determine the amount of turbidity reduction necessary to comply with the water quality standard, exceedances of the estimated standard (62 mg TSS/L) were identified within the 10th to 90th percentile flow recurrence range. Typically the remaining flow recurrence range is not included in the TMDL calculation to allow cases of extreme drought or flood to be excluded. A power curve equation for the data points violating the water quality criterion was estimated. The equation is presented in Equation 9.3. y = 6.17x-0.753 R² = 0.794 (9.3) Where, Y = TSS (tons/day) and X = Percent Flow Exceeded. To present the TMDLs as a single value, the existing load was calculated from the power curve equation as the average of the load violations occurring between 10% and 90% flow exceedances. The average load was calculated by using percent flow exceedances in multiples of 5 percent. The allowable loadings for each exceedance were calculated from the TMDL target value, which includes the 10 percent MOS. The target curve based on the allowable load and the power curve based on the exceedances are shown in Figure 9.3. The necessary percent reduction was calculated by taking the difference between the average of the power curve load estimates and the average of the allowable load estimates. For example, at each recurrence interval between 10 and 90 (again using recurrence intervals in multiples of 5), the equation of the power curve was used to estimate the existing load. The allowable load was then calculated in a similar fashion by substituting the allowable load curve. The estimated values are given in Appendix C. 72 Figure 9.3 Load duration curve allowable TSS load and existing total TSS load violation in Third Creek 9.7 TMDL Allocation 9.7.1 Waste Load Allocation (WLA) Four wastewater treatment plants (WWTP) plus the NC Department of Transportation hold NPDES permits in the Third Creek Watershed. The wastewater load contributions are shown in Table 9.2 Table 9.2 Existing NPDES WW Load Contributions Facility Name Permit Number Flow (gpd) Permit Limit (monthly max in mg/L) Load (tons/day) % of Average Ambient Station Load Third Creek WWTP NC0020591 4,000,000 30 0.4542 3.415 Seven Cedars Mobile Home Park WWTP NC0023191 10,000 30 0.0011 0.009 Barium Springs Home WWTP NC0045471 30,000 30 0.0034 0.026 Cleveland WWTP NC0049867 270,000 30 0.0307 0.231 In order to estimate contributions from the WWTPs, it was assumed that all TSS discharged reaches the ambient station with no settling. Based on facility permit limits of flow and the monthly average permit limits for TSS, the combined WWTP load contributes approximately 3.7% of the average load at DWQ station Q3934500 based on data from years 2000 through y = 6.17x-0.753 R² = 0.794 1.0 10.0 100.0 10% 20% 30% 40% 50% 60% 70% 80% 90% TS S ( t o n e s / d a y ) Percent Flow Exceeded Allowable load with MOS Existing Load Violation Power (Existing Load Violation) 73 2009. It appears that these WWTPs do not present a significant load to the Third Creek. Therefore it was concluded that the WWTPs are adequately regulated under existing permits and the waste load allocations in this TMDL were calculated at the existing permit limits. The NCDOT was considered a significant contributor, and was assigned a percent reduction identical to the nonpoint source reduction. The NCDOT is currently in compliance with their NPDES stormwater permit, and will continue to implement measures required by the permit (NCS000250). Because of the nature of drainage from roads and highways, data are not available (n/a) to calculate a WLA for the NCDOT as a load. The waste load allocation and required reductions for NPDES permittees in the Third Creek watershed are shown in Table 9.3. Table 9.3 NPDES waste load allocations and required reductions NPDES Permittee Permitted Load (tons/day) WLA (tons/day) Percent Reduction Required Third Creek WWTP 0.4542 0.4542 0% Seven Cedars Mobile Home Park WWTP 0.0011 0.0011 0% Barium Springs Home WWTP 0.0034 0.0034 0% Cleveland WWTP 0.0307 0.0307 0% NCDOT - Stormwater N/A N/A 50% 9.7.2 Load Allocation (LA) All TSS loadings from nonpoint sources such as non-MS4 urban land, agriculture land, and forestlands are reported as the LA. The estimated TMDL and allocation of TSS to point and nonpoint sources are presented in Table 9.4. The estimated percent reduction needed from NPDES stormwater and nonpoint sources is 50%, as shown in Table 9.5. Table 9.4 Estimated TMDL and load allocation for TSS (tons/day) for Third Creek Pollutant Water Body Existing Load (tons/day) WLA LA MOS TMDL TSS Third Creek 13.30 0.489 6.411 Explicit 10% 6.90 Note: The Margin of safety is included in the TMDL by lowering TSS value calculated at the 50 NTU standard by 10% 74 Table 9.5 Estimated reduction by source for TSS (tons/day) for Third Creek NPDES Wastewater WLA NPDES Stormwater WLA LA Existing Load (tons/day) 0.489 N/A 12.81 Allocation (tons/day) 0.489 N/A 6.41 Percent Reduction 0% 50% 50% 9.7.3 Critical Condition and Seasonal Variation Critical conditions are considered in the load duration curve analysis by using an extended period of stream flow and water quality data, and by examining the flows (percent flow exceeded) where the existing loads exceed the target. Seasonal variation is considered in the development of the TMDLs, because allocation applies to all seasons. In the load duration curves, the mark inside a square box indicates pollutant load during the summer period. The exceedances of turbidity occurred during normal to high flow periods. The result shows that wet weather under high-flow period is the critical period for turbidity in Third Creek. 10.0 Summary and Future Implementation This report presents the development of the Total Maximum Daily Loads (TMDL) for nine waterbodies in the Yadkin Pee-Dee River Basin. Available water quality data were reviewed to determine the critical periods and the sources that lead to exceedances of the standard. The necessary percent reduction to meet the TMDL requirement was then calculated by taking a difference between the average of the curve load estimates and the average of the allowable load estimates. The summary of the results is as follows: • Abbots Creek: A 57% reduction in nonpoint source and NPDES stormwater contributions of TSS is required in order to meet the water quality standard. • Ararat River: A 54% reduction in nonpoint source and NPDES stormwater contributions of TSS is required in order to meet the water quality standard. • Hunting Creek: A 52% reduction in nonpoint source and NPDES stormwater contributions of TSS is required in order to meet the water quality standard in. 75 • Second Creek: A 41% reduction in nonpoint source and NPDES stormwater contributions of TSS is required in order to meet the water quality standard. • South Deep Creek: A 48% reduction in nonpoint source and NPDES stormwater contributions of TSS is required in order to meet the water quality standard. • South Yadkin River: A 50% reduction in nonpoint source and NPDES stormwater contributions of TSS is required in order to meet the water quality standard. This reduction may be achieved in part through the reductions required for Hunting Creek, Third Creek and Second Creek. • Third Creek: A 50% reduction in nonpoint source and NPDES stormwater contributions of TSS is required in order to meet the water quality standard. 10.1 TMDL Implementation This TMDL does not include an implementation plan. This section is intended to provide some initial assistance for implementing this TMDL. Reduction of turbidity in these watersheds will result from reduced overland and stormwater runoff, and improved land management. Landowners, stakeholder groups, local governments, and agencies are encouraged to utilize all available funding sources for water quality improvement projects within the watershed. The following programs provide technical and financial resources for reducing non-point source pollution: • The North Carolina Soil and Water Conservation Service • The Natural Resources Conservation Service • Clean Water Act Section 319 Nonpoint source pollution control grant • North Carolina Clean Water Management Trust Fund • 205(j) Water Quality Management Planning Grant 11.0 Public Participation This TMDL was public noticed through the DWQ Modeling and TMDL unit website, through the Modeling and TMDL unit listserv, through the DWQ events calendar, and through the Water Resources Research Institute (WRRI) listserv of North Carolina State University. The announcement is provided in Appendix D. The TMDL was also available from DWQ’s website at http://portal.ncdenr.org/web/wq/ps/mtu/tmdl/tmdls during the comment period. The public comment period lasted from July 26 – August 25, 2011. NCDWQ received comments from seven entities. A summary of their comments and DWQ’s response is provided in Appendix E. 76 12.0 References Cleland, B.R. 2002. TMDL Development from the “Bottom Up” – Part II: Using load duration curves to connect the pieces. Proceedings from the WEF National TMDL Science and Policy 2002 Conference. U.S. Environmental Protection Agency (USEPA). 1991. Guidance for Water Quality-Based Decisions: The TMDL Process. Assessment and Watershed Protection Division, Washington, DC. U.S. Environmental Protection Agency (USEPA) 1998. Draft Final TMDL Federal Advisory Committee Report. U.S. Environmental Protection Agency, Federal Advisory Committee (FACA). Draft final TMDL Federal Advisory Committee Report. 4/28/98. U.S. Environmental Protection Agency (USEPA) 2000. Revisions to the Water Quality Planning and Management Regulation and Revisions to the National Pollutant Discharge Elimination System Program in Support of Revisions to the Water Quality Planning and management Regulation; Final Rule. Fed. Reg. 65:43586-43670 (July 13, 2000). Wayland, R. November 22, 2002. Memorandum from Rober Wayland of the U. S. Environmental Protection Agency to Water Division Directors. Subject: Establishing TMDL Waste Load Allocation for stormwater sources and NPDES permit requirements based on those allocations. 77 Appendix A: Land Cover Data in Square Miles and Percent Area for the Impaired Watersheds Description Third Creek Abbots Creek Ararat River Hunting Creek Second Creek South Yadkin S. Deep Creek Barren Land 0.4 0% 0.5 0% 0.4 0% 0.0 0% 0.2 0% 1.1 0% 1.1 0% Cultivated Crops 3.1 3% 3.6 2% 3.6 1% 2.9 2% 5.9 4% 21.8 2% 21.8 2% Deciduous Forest 17.8 18% 38.4 19% 117.0 37% 48.7 32% 20.4 14% 200.5 22% 200.5 22% Developed, High Intensity 1.3 1% 3.7 2% 2.2 1% 0.4 0% 0.6 0% 6.1 1% 6.1 1% Developed, Low Intensity 8.7 9% 28.0 14% 23.6 8% 6.2 4% 9.3 7% 56.9 6% 56.9 6% Developed, Medium Intensity 2.4 2% 6.3 3% 3.3 1% 0.6 0% 1.4 1% 9.7 1% 9.7 1% Developed, Open Space 12.1 12% 28.0 14% 21.2 7% 5.9 4% 12.7 9% 68.6 8% 68.6 8% Emergent Herbaceous Wetland 0.0 0% 0.0 0% 0.0 0% 0.0 0% 0.0 0% 0.0 0% 0.0 0% Evergreen Forest 11.1 11% 25.8 13% 45.3 14% 17.8 12% 17.6 12% 105.5 12% 105.5 12% Grassland/Herbaceous 0.3 0% 0.4 0% 0.7 0% 0.5 0% 0.2 0% 2.8 0% 2.8 0% Mixed Forest 5.1 5% 5.8 3% 6.6 2% 9.7 6% 6.7 5% 52.4 6% 52.4 6% Open Water 0.4 0% 1.8 1% 1.1 0% 0.5 0% 0.6 0% 3.0 0% 3.0 0% Pasture/Hay 36.8 37% 53.3 27% 85.1 27% 55.9 37% 64.4 46% 368.8 41% 368.8 41% Scrub/Shrub 0.6 1% 1.1 1% 3.3 1% 0.8 1% 0.4 0% 4.7 1% 4.7 1% Woody Wetlands 0.7 1% 1.6 1% 0.1 0% 0.8 1% 1.0 1% 4.4 0% 4.4 0% Total SQMI 101 198 313 151 141 906 906 78 Appendix B. Water Quality Data Used for TMDL Development 79 Abbotts Creek DWQ Station Q5930000 and USGS station 02121500 Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) 2/28/2000 94 22.00 14 5.56 7/27/2005 23 24.00 32 1.48 3/6/2000 67 11.00 8.5 1.98 8/8/2005 30 30.00 29 2.42 4/27/2000 86 8.00 16 1.85 8/23/2005 29 25.00 24 1.95 5/15/2000 42 11.00 12 1.24 9/22/2005 18 12.00 11 0.58 6/19/2000 32 14.00 9.7 1.21 10/18/2005 27 9.20 13 0.67 7/18/2000 14 12.14 15 0.46 10/27/2005 22 4.00 4.8 0.24 8/21/2000 14 13.84 17 0.52 11/16/2005 27 16.00 7.5 1.16 9/11/2000 16 9.00 9 0.39 11/28/2005 111 5.80 7.6 1.73 10/19/2000 16 3.90 5.3 0.17 12/13/2005 138 7.50 19 2.78 11/27/2000 41 18.94 23 2.09 1/3/2006 586 101.00 110 159.21 12/13/2000 17 3.00 3.2 0.14 1/17/2006 219 26.00 22 15.32 4/24/2001 56 10.00 8 1.51 2/2/2006 89 5.20 12 1.24 5/16/2001 21 5.51 7.2 0.31 2/16/2006 97 6.00 12 1.57 6/11/2001 16 28.00 26 1.21 3/1/2006 81 5.50 7.4 1.20 7/23/2001 11 10.44 13 0.31 3/16/2006 69 4.20 7.4 0.78 8/13/2001 25 41.89 50 2.82 3/29/2006 69 4.00 6.4 0.74 9/12/2001 9.8 8.00 9.5 0.21 4/11/2006 64 5.80 9.4 1.00 10/16/2001 21 3.56 4.9 0.20 4/24/2006 86 19.00 18 4.40 11/14/2001 11 4.32 5.8 0.13 5/18/2006 49 24.00 20 3.16 12/13/2001 27 18.00 37 1.31 5/31/2006 21 13.00 14 0.73 1/16/2002 19 17.24 21 0.88 6/14/2006 226 52.00 65 31.61 2/12/2002 72 6.53 8.4 1.27 6/26/2006 81 24.89 30 5.42 4/30/2002 15 8.74 11 0.35 7/11/2006 51 27.00 21 3.70 5/30/2002 12 11.29 14 0.36 7/26/2006 106 28.00 25 7.98 6/25/2002 6.8 6.00 10 0.11 8/7/2006 40 25.00 28 2.69 7/18/2002 8.2 16.39 20 0.36 8/24/2006 21 14.00 17 0.79 8/14/2002 5 4.66 6.2 0.06 9/11/2006 37 19.00 22 1.89 9/23/2002 21 30.00 32 1.69 10/16/2006 24 2.37 3.5 0.15 10/17/2002 1430 41.89 50 161.13 11/7/2006 61 6.11 7.9 1.00 11/20/2002 235 29.99 36 18.96 12/18/2006 58 4.20 18 0.66 12/18/2002 189 40.00 24 20.34 1/22/2007 453 80.13 95 97.65 1/22/2003 76 18.09 22 3.70 2/7/2007 97 12.99 16 3.39 2/20/2003 223 16.39 20 9.83 3/20/2007 159 20.00 25 8.55 3/24/2003 278 34.00 80 25.43 4/19/2007 260 33.39 40 23.35 4/8/2003 1910 54.64 65 280.71 5/16/2007 47 14.69 18 1.86 5/29/2003 217 19.79 24 11.55 6/12/2007 175 154.00 210 72.50 6/26/2003 76 20.00 18 4.09 7/9/2007 18 13.84 17 0.67 7/17/2003 80 18.09 22 3.89 8/23/2007 28 15.54 19 1.17 8/14/2003 186 80.13 95 40.09 9/19/2007 10 12.00 24 0.32 9/15/2003 74 17.00 16 3.38 10/16/2007 15 7.38 9.4 0.30 10/15/2003 110 36.79 44 10.89 10/29/2007 38 12.14 15 1.24 11/1/2003 76 11.29 14 2.31 12/10/2007 15 2.28 3.4 0.09 12/8/2003 70 4.00 7.7 0.75 1/24/2008 67 6.87 8.8 1.24 1/7/2004 84 7.89 10 1.78 2/11/2008 69 9.59 12 1.78 2/3/2004 346 63.13 75 58.76 3/17/2008 228 22.00 22 13.49 3/4/2004 256 18.00 26 12.40 4/10/2008 196 16.00 18 8.44 4/6/2004 86 6.87 8.8 1.59 5/15/2008 53 11.00 11 1.57 5/20/2004 52 14.69 18 2.05 6/10/2008 21 8.50 10 0.48 6/28/2004 174 220.00 170 102.97 7/9/2008 23 22.00 29 1.36 7/28/2004 353 75.88 90 72.06 8/7/2008 8.9 14.00 18 0.34 8/24/2004 25 11.29 14 0.76 9/9/2008 18 11.00 15 0.53 9/16/2004 52 9.00 7.2 1.26 10/13/2008 24 2.88 4.1 0.19 10/7/2004 85 12.99 16 2.97 11/12/2008 21 1.60 2.6 0.09 11/8/2004 57 5.60 7.3 0.86 12/4/2008 63 6.96 8.9 1.18 12/7/2004 92 4.00 6.9 0.99 1/8/2009 1530 40.00 75 164.63 1/11/2005 80 14.69 18 3.16 2/3/2009 108 6.20 17 1.80 2/21/2005 105 11.29 14 3.19 3/5/2009 335 20.00 26 18.02 3/10/2005 169 17.00 21 7.73 4/15/2009 226 18.00 17 10.94 3/30/2005 540 42.00 50 61.01 5/14/2009 101 24.00 20 6.52 4/12/2005 149 17.24 21 6.91 6/25/2009 34 22.00 22 2.01 4/21/2005 95 8.50 12 2.17 7/22/2009 31 16.00 16 1.33 5/16/2005 71 9.80 8.6 1.87 8/24/2009 42 26.00 34 2.94 5/23/2005 72 17.00 32 3.29 9/16/2009 13 12.00 15 0.42 6/14/2005 109 23.00 22 6.74 10/13/2009 35 6.20 7.8 0.58 6/28/2005 156 160.00 210 67.14 11/16/2009 260 13.00 35 9.09 7/13/2005 48 26.00 27 3.36 12/7/2009 199 9.20 25 4.92 80 Ararat River DWQ Station Q1780000 and USGS station 02113850 Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) 01/05/2000 173 11.00 8.2 5.12 07/06/2005 264 72.00 150 51.13 02/03/2000 183 2.00 10 0.98 07/14/2005 399 106.00 120 113.77 03/07/2000 180 4.00 4 1.94 07/26/2005 244 13.00 13 8.53 04/04/2000 427 54.00 28 62.03 08/11/2005 211 13.00 8.9 7.38 05/10/2000 184 13.00 6.5 6.43 08/25/2005 160 7.20 8.6 3.10 06/07/2000 185 45.00 45 22.39 09/22/2005 128 22.00 33 7.58 07/19/2000 74 4.00 3.4 0.80 10/17/2005 194 5.00 6.2 2.61 08/14/2000 84 7.00 10 1.58 10/25/2005 179 2.80 2.9 1.35 09/13/2000 96 11.00 7.9 2.84 11/15/2005 171 10.52 1.5 4.84 10/11/2000 87 10.11 2.7 2.37 11/29/2005 1070 308.00 140 886.52 11/14/2000 111 10.21 2.4 3.05 12/14/2005 245 10.21 2.4 6.73 12/27/2000 97 11.00 5.8 2.87 01/04/2006 341 6.80 9.1 6.24 01/10/2001 89 9.70 4 2.32 01/12/2006 414 37.00 55 41.21 02/13/2001 119 10.38 1.9 3.32 01/31/2006 260 7.20 5.8 5.04 04/23/2001 132 10.34 2 3.67 02/13/2006 227 10.24 2.3 6.25 05/07/2001 91 9.39 5.1 2.30 02/27/2006 191 10.52 1.5 5.40 06/13/2001 93 14.00 10 3.50 03/30/2006 170 4.50 3.6 2.06 08/16/2001 129 8.27 11 2.87 04/27/2006 328 39.38 65 34.74 09/10/2001 92 4.00 3.7 0.99 05/30/2006 140 8.77 7.8 3.30 10/10/2001 74 10.21 2.4 2.03 06/15/2006 109 17.00 15 4.98 11/13/2001 83 8.40 10 1.87 07/17/2006 256 8.09 13 5.57 12/06/2001 85 8.17 12 1.87 08/10/2006 199 9.70 27 5.19 01/14/2002 116 8.98 6.8 2.80 09/13/2006 520 82.00 71 114.70 02/20/2002 151 9.95 3.2 4.04 10/12/2006 186 9.53 4.6 4.77 03/07/2002 167 3.00 3.5 1.35 11/16/2006 2970 3664.90 550 29279.98 04/11/2002 205 8.75 7.9 4.82 12/05/2006 255 3.00 3 2.06 05/14/2002 251 53.33 75 36.01 01/18/2007 371 9.32 5.4 9.30 06/12/2002 69 9.12 6.2 1.69 02/19/2007 293 9.53 4.6 7.51 07/09/2002 53 8.67 8.3 1.24 03/07/2007 412 13.00 14 14.41 08/01/2002 63 8.98 6.8 1.52 04/26/2007 288 10.04 2.9 7.78 09/09/2002 30 4.00 6 0.32 05/09/2007 238 9.59 4.4 6.14 10/01/2002 121 9.47 4.8 3.08 06/19/2007 165 8.50 6.7 3.77 11/14/2002 355 9.70 27 9.27 07/16/2007 145 8.87 7.3 3.46 12/09/2002 193 2.50 4 1.30 08/08/2007 104 9.07 6.4 2.54 02/04/2003 240 8.01 15 5.17 09/10/2007 80 9.02 6.6 1.94 03/12/2003 290 9.56 4.5 7.46 10/10/2007 102 9.98 3.1 2.74 04/24/2003 466 8.73 8 10.94 10/31/2007 222 9.14 6.1 5.46 05/19/2003 387 8.65 8.4 9.01 11/27/2007 169 10.14 2.6 4.61 06/04/2003 739 170.00 140 337.94 01/10/2008 186 10.34 2 5.17 07/09/2003 583 8.04 14 12.61 02/19/2008 196 9.88 3.4 5.21 08/12/2003 798 15.08 39 32.37 03/06/2008 204 9.37 5.2 5.14 09/04/2003 1210 810.00 260 2636.47 04/14/2008 216 9.29 5.5 5.40 10/13/2003 298 9.85 3.5 7.90 05/12/2008 300 10.34 29 8.35 11/19/2003 1510 11.93 33 48.47 06/19/2008 92 8.93 7 2.21 12/02/2003 381 4.00 5.5 4.10 07/16/2008 97 8.01 15 2.09 01/08/2004 340 10.07 2.8 9.21 08/18/2008 46 8.01 15 0.99 02/19/2004 331 8.83 7.5 7.86 09/24/2008 61 9.67 4.1 1.59 03/22/2004 260 3.00 3 2.10 10/22/2008 85 10.27 2.2 2.35 04/21/2004 284 8.43 9.8 6.44 11/18/2008 122 10.11 2.7 3.32 05/12/2004 222 8.04 14 4.80 12/18/2008 195 8.27 20 4.34 06/10/2004 222 33.00 35 19.71 01/27/2009 149 9.76 3.8 3.91 07/26/2004 196 8.49 9.4 4.47 02/04/2009 137 10.04 2.9 3.70 08/23/2004 181 8.46 9.6 4.12 03/30/2009 275 8.8 5.3 6.51 09/29/2004 925 76.00 40 189.11 04/28/2009 177 9.28935 5.5 4.42 10/12/2004 283 9.02 6.6 6.87 05/07/2009 805 313.565 170 679.01 11/03/2004 236 9.91 3.3 6.29 06/29/2009 243 9.14042 6.1 5.97 12/16/2004 309 2.50 4.2 2.08 07/13/2009 197 8.039 14 4.26 01/06/2005 279 9.34 5.3 7.01 08/31/2009 152 9.4475 4.9 3.86 02/23/2005 311 8.93 7 7.47 09/09/2009 188 16 23 8.09 03/08/2005 394 10.00 3.2 10.60 10/01/2009 152 9.4205 5 3.85 03/29/2005 931 60.00 65 150.26 11/05/2009 200 10.1391 2.6 5.45 04/07/2005 386 16.00 10 16.61 12/08/2009 299 9.61486 4.3 7.73 04/27/2005 334 8.00 5.7 7.19 05/10/2005 255 4.00 3.4 2.74 06/02/2005 313 41.00 8.2 34.52 06/15/2005 254 52.00 35 35.53 81 Hunting Creek DWQ Station Q3484000 and USGS station 02118500 Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) 1/4/2000 97 9.00 6.3 2.35 1/9/2006 152 5.14 5.1 2.10 2/14/2000 345 110.00 130 102.09 2/1/2006 156 3.20 4 1.34 3/14/2000 95 5.78 6 1.48 3/2/2006 131 8.42 9.7 2.97 4/19/2000 264 31.00 23 22.01 4/5/2006 111 8.63 10 2.58 5/16/2000 89 6.00 8.5 1.44 5/4/2006 93 15.00 5.4 3.75 6/15/2000 63 8.00 7.9 1.36 6/8/2006 62 10.05 12 1.68 7/17/2000 56 5.00 9 0.75 7/5/2006 66 20.03 26 3.56 8/6/2000 45 8.00 9 0.97 8/2/2006 55 6.50 6.7 0.96 9/5/2000 115 33.57 45 10.38 9/7/2006 76 11.48 14 2.35 10/16/2000 52 3.21 2.4 0.45 10/11/2006 58 5.14 5.1 0.80 11/16/2000 58 3.07 2.2 0.48 11/6/2006 82 2.50 1.6 0.55 12/6/2000 64 3.29 2.5 0.57 12/5/2006 102 4.00 3.5 1.10 1/8/2001 64 3.50 2.8 0.60 1/8/2007 1130 136.88 190 416.07 2/5/2001 64 2.00 2.5 0.34 2/7/2007 128 3.50 3.3 1.21 4/19/2001 100 5.42 5.5 1.46 3/8/2007 198 9.34 11 4.98 5/10/2001 71 5.00 4.3 0.95 4/3/2007 144 4.00 3.5 1.55 6/11/2001 56 5.49 5.6 0.83 5/2/2007 131 4.50 3.8 1.59 7/9/2001 87 28.58 38 6.69 6/6/2007 90 9.34 11 2.26 8/14/2001 125 42.00 50 14.12 7/5/2007 62 9.34 11 1.56 9/10/2001 39 5.07 5 0.53 8/8/2007 45 4.64 4.4 0.56 10/3/2001 33 6.14 6.5 0.54 9/6/2007 24 5.14 5.1 0.33 11/8/2001 40 4.71 4.5 0.51 10/2/2007 43 3.78 3.2 0.44 12/4/2001 43 3.29 2.5 0.38 11/1/2007 81 4.64 4.4 1.01 1/10/2002 67 4.64 4.4 0.84 12/4/2007 59 2.29 1.1 0.36 2/13/2002 107 5.07 5 1.46 1/3/2008 126 4.57 4.3 1.55 3/12/2002 88 3.86 3.3 0.91 2/5/2008 369 45.00 85 44.67 4/8/2002 91 4.28 3.9 1.05 3/5/2008 155 11.48 14 4.79 5/14/2002 116 94.00 160 29.33 4/1/2008 125 5.14 5.1 1.73 6/10/2002 33 7.13 7.9 0.63 5/5/2008 91 13.00 17 3.18 7/8/2002 16 7.35 8.2 0.32 6/2/2008 58 9.34 11 1.46 8/27/2002 14 4.00 6.9 0.15 7/1/2008 46 14.33 18 1.77 9/18/2002 27 16.47 21 1.20 8/5/2008 30 8.20 14 0.66 10/16/2002 227 27.15 36 16.58 9/2/2008 50 7.13 7.9 0.96 11/13/2002 385 78.00 75 80.78 10/2/2008 74 12.19 15 2.43 12/18/2002 152 9.34 11 3.82 11/3/2008 55 2.93 2 0.43 1/29/2003 105 4.43 4.1 1.25 12/1/2008 107 4.92 4.8 1.42 2/20/2003 173 7.00 9 3.26 1/6/2009 103 17.18 22 4.76 3/20/2003 6600 286.50 400 5086.60 2/2/2009 80 3.71 3.1 0.80 4/7/2003 400 51.38 70 55.28 3/3/2009 279 27.15 36 20.38 5/7/2003 386 12.90 16 13.40 4/1/2009 153 6.99 7.7 2.88 6/9/2003 2450 87.00 120 573.40 5/4/2009 103 12.00 10 3.32 7/1/2003 403 115.50 160 125.21 6/2/2009 233 22.88 30 14.34 8/13/2003 288 32.00 29 24.79 7/6/2009 132 6.78 7.4 2.41 9/10/2003 205 8.63 10 4.76 8/3/2009 104 11.00 12 3.08 10/6/2003 159 5.07 5 2.17 9/2/2009 106 10.77 13 3.07 11/3/2003 159 4.07 3.6 1.74 10/1/2009 83 5.78 6 1.29 12/1/2003 167 3.86 3.3 1.73 11/2/2009 332 47.00 45 41.97 1/7/2004 148 5.85 6.1 2.33 12/1/2009 150 4.35 4 1.76 2/3/2004 438 310.00 120 365.25 3/1/2004 198 4.50 4.2 2.40 4/13/2004 561 158.25 220 238.82 5/3/2004 165 10.00 10 4.44 6/2/2004 107 13.62 17 3.92 7/8/2004 90 15.04 19 3.64 8/4/2004 80 14.00 19 3.01 9/9/2004 748 58.50 80 117.72 10/6/2004 149 9.34 11 3.74 11/1/2004 130 4.00 3.2 1.40 12/2/2004 219 12.19 15 7.18 1/4/2005 175 4.78 4.6 2.25 2/14/2005 158 7.00 4.9 2.98 3/3/2005 239 5.00 4.9 3.21 4/4/2005 253 15.04 19 10.24 5/4/2005 162 6.00 4.5 2.61 6/6/2005 135 11.48 14 4.17 7/6/2005 206 69.19 95 38.34 8/3/2005 131 11.00 10 3.88 10/4/2005 59 7.63 8.6 1.21 11/2/2005 88 3.20 3.1 0.76 12/5/2005 202 17.18 22 9.33 82 Second Creek DWQ Station Q4120000 and USGS station 02120780 Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) 02/15/2000 165 55.00 65 24.41 01/09/2006 93 14.00 18 3.50 03/13/2000 47 5.00 9.4 0.63 02/02/2006 78 8.34 14 1.75 04/17/2000 93 29.00 22 7.25 03/06/2006 71 6.73 12 1.28 05/15/2000 28 12.00 9.4 0.90 04/06/2006 61 15.00 13 2.46 06/07/2000 20 17.00 14 0.91 05/08/2006 68 19.65 28 3.59 07/24/2000 27 50.00 50 3.63 06/08/2006 29 4.95 9.8 0.39 08/15/2000 8 22.00 12 0.47 07/06/2006 47 64.00 70 8.09 09/12/2000 7.6 6.73 12 0.14 08/09/2006 22 29.35 40 1.74 10/05/2000 7.9 7.00 5.8 0.15 09/07/2006 20 5.92 11 0.32 11/06/2000 13 0.02 3.7 0.00 10/11/2006 16 4.20 6.7 0.18 12/11/2000 17 1.32 5.3 0.06 11/06/2006 29 0.51 4.3 0.04 01/17/2001 18 4.00 5.8 0.19 12/05/2006 53 5.92 11 0.84 02/12/2001 30 3.42 7.9 0.28 01/09/2007 318 58.00 90 49.61 05/23/2001 22 29.35 40 1.74 02/07/2007 68 5.92 11 1.08 06/25/2001 10 12.38 19 0.33 03/08/2007 140 22.08 31 8.31 07/25/2001 7.7 13.00 13 0.27 04/03/2007 63 16.00 8.7 2.71 08/13/2001 12 7.54 13 0.24 05/02/2007 55 4.63 9.4 0.68 09/13/2001 4.5 3.50 8 0.04 06/06/2007 25 8.34 14 0.56 10/09/2001 6.9 6.00 3.5 0.11 07/09/2007 15 22.00 24 0.89 11/28/2001 9.2 9.15 15 0.23 08/09/2007 2.7 2.20 6.4 0.02 12/27/2001 20 1.96 6.1 0.11 09/06/2007 1.8 10.77 17 0.05 01/23/2002 533 1500.00 1800 2150.66 10/02/2007 1.2 19.00 15 0.06 02/27/2002 24 0.99 4.9 0.06 11/01/2007 4.1 2.12 6.3 0.02 03/20/2002 51 12.38 19 1.70 12/04/2007 8.6 2.50 3.1 0.06 04/24/2002 15 5.00 7.7 0.20 01/08/2008 21 2.37 6.6 0.13 05/23/2002 9.7 7.54 13 0.20 02/05/2008 41 5.92 11 0.65 06/17/2002 3.7 6.73 12 0.07 03/05/2008 270 166.67 210 121.05 07/30/2002 3.1 10.00 15 0.08 04/07/2008 166 35.00 45 15.63 08/26/2002 1.7 5.11 10 0.02 05/06/2008 46 12.00 13 1.48 09/16/2002 3.8 15.61 23 0.16 06/03/2008 22 7.50 10 0.44 10/23/2002 12 4.00 10 0.13 07/07/2008 24 24.00 50 1.55 11/19/2002 96 17.23 25 4.45 08/06/2008 7.9 5.11 10 0.11 12/16/2002 120 16.42 24 5.30 09/03/2008 28 9.20 11 0.69 01/27/2003 44 16.00 24 1.89 10/06/2008 26 2.04 6.2 0.14 02/20/2003 111 14.81 22 4.42 11/04/2008 27 1.64 5.7 0.12 03/17/2003 325 57.62 75 50.37 12/02/2008 63 13.00 29 2.20 04/07/2003 800 160.00 450 344.32 01/20/2009 60 9.50 12 1.53 05/06/2003 680 223.22 280 408.31 02/03/2009 54 8.00 15 1.16 06/19/2003 282 57.62 75 43.71 03/10/2009 86 16.00 19 3.70 07/01/2003 79 9.15 15 1.94 04/16/2009 130 27.00 27 9.44 08/18/2003 90 19.65 28 4.76 05/14/2009 52 13.00 14 1.82 09/08/2003 92 9.96 16 2.46 06/03/2009 37 23.00 23 2.29 10/07/2003 62 8.00 10 1.33 07/07/2009 30 11.00 14 0.89 11/03/2003 61 2.20 6.4 0.36 08/11/2009 14 4.95 9.8 0.19 12/01/2003 59 2.28 6.5 0.36 09/09/2009 21 4.79 9.6 0.27 01/07/2004 61 8.00 13 1.31 10/13/2009 39 10.00 15 1.05 02/03/2004 193 93.97 120 48.79 11/30/2009 78 8.00 11 1.68 03/08/2004 86 9.15 15 2.12 12/29/2009 162 28.00 40 12.20 04/14/2004 270 43.00 60 31.23 05/04/2004 90 21.27 30 5.15 06/02/2004 35 9.96 16 0.94 07/08/2004 27 18.00 13 1.31 08/04/2004 22 12.38 19 0.73 09/09/2004 301 57.62 75 46.65 11/01/2004 56 0.91 4.8 0.14 12/02/2004 96 7.54 13 1.95 01/04/2005 68 10.00 12 1.83 02/14/2005 74 3.82 8.4 0.76 03/03/2005 129 14.00 21 4.86 04/05/2005 105 30.00 28 8.47 05/04/2005 64 8.34 14 1.44 06/07/2005 126 14.81 22 5.02 07/07/2005 52 32.00 40 4.48 08/04/2005 38 16.42 24 1.68 10/05/2005 14 6.80 8.9 0.26 11/02/2005 35 1.23 5.2 0.12 12/06/2005 358 93.97 120 90.50 83 South Deep Creek DWQ Stations Averaged (see text) and USGS station 02118500 Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) 01/11/2000 173.4 269.82 240 125.87 10/17/2005 56.774 13.17 15 2.01 02/02/2000 61.42 19.09 20 3.15 11/14/2005 44.387 0.46 4.3 0.05 03/03/2000 51.61 10.20 12.5 1.42 12/12/2005 72.774 8.42 11 1.65 04/12/2000 65.55 29.61 28.9 5.22 01/23/2006 102.71 60.27 55 16.65 05/08/2000 58.32 52.54 48.4 8.24 02/20/2006 73.806 11.98 14 2.38 06/12/2000 34.58 28.31 27.8 2.63 03/13/2006 63.484 5.21 8.3 0.89 07/10/2000 32 56.53 51.8 4.87 04/10/2006 57.806 3.79 7.1 0.59 08/15/2000 22.19 22.87 23.2 1.37 05/08/2006 70.194 19.09 20 3.60 09/28/2000 51.61 75.10 67.7 10.43 06/12/2006 56.774 135.46 120 20.69 10/30/2000 28.39 1.09 4.83 0.08 07/17/2006 26.839 21.46 22 1.55 11/21/2000 31.48 0.93 4.7 0.08 08/14/2006 43.355 13.17 15 1.54 12/20/2000 40.77 4.86 8 0.53 09/11/2006 40.258 100.97 90 10.93 01/09/2001 33.03 0.69 4.5 0.06 10/16/2006 28.903 9.61 12 0.75 02/19/2001 42.84 17.91 19 2.06 11/13/2006 68.645 10.79 13 1.99 03/28/2001 58.32 0.57 4.4 0.09 12/11/2006 49.032 10.79 13 1.42 04/23/2001 48.52 4.26 3.7 0.56 01/22/2007 110.45 60.27 55 17.91 05/18/2001 46.45 4.86 8 0.61 02/12/2007 59.871 9.61 12 1.55 06/13/2001 27.87 7.23 10 0.54 03/12/2007 84.129 42.68 40 9.66 07/16/2001 20.65 10.79 13 0.60 04/16/2007 289.03 180.89 160 140.64 08/06/2001 24.77 4.26 7.5 0.28 05/07/2007 68.129 11.98 14 2.20 09/10/2001 20.13 8.42 11 0.46 06/11/2007 36.129 19.09 20 1.86 10/08/2001 14.97 4.74 7.9 0.19 07/09/2007 29.935 43.86 41 3.53 11/12/2001 20.65 3.57 3.1 0.20 08/27/2007 13.935 34.44 33 1.29 12/03/2001 23.23 3.92 3.4 0.24 09/10/2007 11.871 32.09 31 1.02 01/14/2002 30.45 2.83 6.3 0.23 10/08/2007 21.677 13.17 15 0.77 02/11/2002 65.55 6.52 9.4 1.15 11/12/2007 32.516 13.17 15 1.15 03/04/2002 65.55 16.72 18 2.95 12/10/2007 31.484 7.23 10 0.61 04/08/2002 46.97 1.05 4.8 0.13 01/14/2008 41.29 10.79 13 1.20 05/06/2002 34.06 7.23 10 0.66 02/18/2008 55.226 14.35 16 2.13 06/10/2002 17.03 10.79 13 0.49 03/10/2008 88.774 21.46 22 5.12 07/08/2002 8.258 16.72 18 0.37 04/21/2008 71.742 8.42 11 1.62 08/05/2002 6.194 8.42 11 0.14 05/05/2008 46.968 7.23 10 0.91 09/23/2002 13.94 6.04 9 0.23 06/09/2008 22.71 20.27 21 1.24 10/07/2002 11.87 4.50 7.7 0.14 07/14/2008 42.839 35.62 34 4.10 11/04/2002 30.97 4.50 7.7 0.37 08/11/2008 10.323 36.80 35 1.02 12/02/2002 36.65 8.42 11 0.83 09/08/2008 16.516 13.17 15 0.59 01/06/2003 80 34.44 33 7.41 10/06/2008 24.774 9.61 12 0.64 02/10/2003 61.94 7.23 10 1.20 11/03/2008 28.387 1.05 4.8 0.08 03/17/2003 330.3 106.74 95 94.85 12/08/2008 34.065 2.83 6.3 0.26 04/07/2003 206.5 100.97 90 56.07 01/26/2009 40.258 10.79 13 1.17 05/12/2003 128.5 14.35 16 4.96 02/16/2009 36.129 5.21 8.3 0.51 06/09/2003 1265 336.99 302 1146.29 03/16/2009 208 135.46 120 75.79 07/14/2003 151.2 41.51 39 16.89 04/20/2009 72.774 19.09 20 3.74 08/25/2003 105.3 17.91 19 5.07 05/04/2009 53.161 541.19 500 77.39 09/22/2003 85.68 14.35 16 3.31 06/08/2009 178.06 124.00 110 59.40 10/27/2003 121.3 6.76 9.6 2.21 07/13/2009 58.323 22.64 23 3.55 11/17/2003 79.48 7.11 9.9 1.52 08/10/2009 42.323 17.91 19 2.04 12/08/2003 89.29 7.23 10 1.74 09/14/2009 40.774 13.17 15 1.44 01/12/2004 76.39 4.97 8.1 1.02 10/19/2009 44.903 7.23 10 0.87 02/09/2004 163.6 135.46 120 59.62 11/16/2009 107.35 66.12 60 19.09 03/08/2004 90.84 21.46 22 5.24 12/14/2009 205.94 124.00 110 68.69 04/05/2004 85.16 14.35 16 3.29 05/10/2004 72.77 22.64 23 4.43 06/07/2004 55.74 26.18 26 3.93 07/12/2004 50.06 28.55 28 3.84 08/09/2004 30.45 20.27 21 1.66 09/20/2004 67.61 27.37 27 4.98 10/25/2004 69.68 14.35 16 2.69 11/15/2004 108.9 34.44 33 10.09 12/13/2004 142.5 54.42 50 20.85 01/24/2005 91.87 39.15 37 9.68 02/14/2005 81.55 19.09 20 4.19 03/14/2005 95.48 10.79 13 2.77 04/11/2005 102.7 20.27 21 5.60 05/09/2005 76.39 13.17 15 2.71 06/13/2005 74.84 35.62 34 7.17 07/11/2005 124.4 158.25 140 52.95 08/15/2005 59.87 15.54 17 2.50 09/19/2005 34.06 13.17 15 1.21 84 South Yadkin River DWQ Station Q3460000 and USGS station 02118000 Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) 01/03/2000 128 7.00 6.4 2.41 08/08/2005 189 70.00 75 35.59 02/01/2000 258 13.00 20 9.02 08/23/2005 162 34.00 32 14.82 03/01/2000 181 13.00 17 6.33 09/22/2005 82 17.00 13 3.75 04/06/2000 399 71.00 50 76.21 10/18/2005 151 16.00 17 6.50 05/01/2000 377 84.00 40 85.19 10/27/2005 120 6.20 6.2 2.00 07/05/2000 72 11.42 12 2.21 11/16/2005 124 6.00 5.5 2.00 08/09/2000 97 33.50 32 8.74 11/28/2005 150 3.20 4.1 1.29 09/06/2000 109 53.37 50 15.65 12/13/2005 228 5.20 8.1 3.19 10/12/2000 62 6.01 7.1 1.00 01/03/2006 1080 318.00 310 923.85 11/14/2000 89 4.35 5.6 1.04 01/17/2006 455 24.00 45 29.37 12/20/2000 132 18.04 18 6.41 02/02/2006 244 14.00 14 9.19 01/24/2001 180 10.32 11 4.99 02/16/2006 229 7.50 5.9 4.62 02/20/2001 145 11.00 18 4.29 03/02/2006 206 14.00 12 7.76 04/30/2001 115 8.33 9.2 2.58 03/16/2006 186 14.00 14 7.00 05/30/2001 99 31.00 15 8.26 03/29/2006 191 8.80 8.7 4.52 06/26/2001 208 97.53 90 54.57 04/11/2006 183 15.00 18 7.38 07/25/2001 56 19.15 19 2.88 04/25/2006 203 50.00 45 27.30 08/27/2001 38 20.00 17 2.04 05/18/2006 150 26.00 24 10.49 09/25/2001 140 53.37 50 20.10 05/31/2006 105 29.00 27 8.19 10/11/2001 25 7.89 8.8 0.53 06/14/2006 155 52.00 24 21.68 11/15/2001 61 9.21 10 1.51 06/26/2006 106 34.00 19 9.69 12/10/2001 68 13.63 14 2.49 07/11/2006 101 24.00 22 6.52 01/07/2002 135 36.81 35 13.37 07/26/2006 119 35.00 55 11.20 02/12/2002 182 12.00 17 5.87 08/07/2006 73 11.00 13 2.16 03/21/2002 222 33.50 32 20.01 08/24/2006 108 48.00 60 13.94 04/30/2002 77 16.94 17 3.51 09/28/2006 90 16.94 17 4.10 05/30/2002 57 19.00 24 2.91 10/16/2006 78 7.11 8.1 1.49 06/13/2002 27 35.71 34 2.59 11/07/2006 152 2.15 3.6 0.88 07/17/2002 27 24.67 24 1.79 12/19/2006 154 6.20 7.1 2.57 08/14/2002 3 8.00 13 0.06 01/24/2007 291 18.04 18 14.12 09/16/2002 23 41.23 39 2.55 02/20/2007 226 7.00 10 4.26 10/09/2002 25 11.42 12 0.77 03/21/2007 315 31.29 30 26.51 11/07/2002 179 24.00 28 11.56 04/19/2007 324 37.92 36 33.05 12/10/2002 252 8.22 9.1 5.57 05/22/2007 133 20.00 23 7.16 01/14/2003 145 6.89 7.9 2.69 06/26/2007 131 274.17 250 96.62 02/03/2003 154 6.00 7.5 2.49 07/25/2007 147 75.45 70 29.84 03/13/2003 262 15.84 16 11.16 09/04/2007 33 18.00 19 1.60 04/08/2003 906 108.57 100 264.60 09/13/2007 23 35.71 34 2.21 06/11/2003 1030 119.61 110 331.41 10/30/2007 115 18.04 18 5.58 07/01/2003 350 35.71 34 33.62 11/26/2007 94 2.81 4.2 0.71 08/04/2003 512 51.00 34 70.24 12/19/2007 106 3.91 5.2 1.12 09/25/2003 252 33.50 32 22.71 01/30/2008 117 4.24 5.5 1.34 10/20/2003 198 8.33 9.2 4.44 02/20/2008 170 9.21 10 4.21 11/24/2003 253 12.00 9.9 8.17 03/19/2008 197 13.63 14 7.22 12/09/2003 229 7.89 8.8 4.86 04/17/2008 194 26.00 25 13.57 01/14/2004 215 3.69 5 2.13 05/13/2008 135 24.00 22 8.72 02/11/2004 448 37.00 30 44.59 06/12/2008 61 24.00 25 3.94 03/10/2004 252 8.33 9.2 5.65 07/10/2008 90 44.00 45 10.65 04/22/2004 261 24.67 24 17.32 08/07/2008 40 24.00 32 2.58 06/01/2004 169 43.00 27 19.55 09/10/2008 246 222 120 146.91 06/30/2004 151 27.98 27 11.36 10/09/2008 92 14 20 3.46 07/20/2004 122 42.33 40 13.89 11/12/2008 84 5.016 6.2 1.13 08/24/2004 99 22.00 20 5.86 12/08/2008 105 2.5872 4 0.73 09/14/2004 189 39.02 37 19.84 01/28/2009 172 11.4192 12 5.28 10/06/2004 200 31.29 30 16.83 02/05/2009 146 7.1136 8.1 2.79 11/23/2004 204 12.52 13 6.87 03/10/2009 265 32 29 22.81 12/01/2004 269 20.25 20 14.65 04/15/2009 369 38 32 37.72 01/04/2005 227 3.58 4.9 2.19 05/26/2009 668 166 170 298.29 02/14/2005 231 10.00 6.9 6.21 06/11/2009 667 120 100 215.31 03/10/2005 284 13.00 6.8 9.93 07/22/2009 184 35 60 17.32 03/31/2005 650 68.00 90 118.90 08/27/2009 154 34 45 14.08 04/12/2005 293 36.81 35 29.01 09/21/2009 197 44 45 23.32 04/25/2005 275 20.00 14 14.80 10/05/2009 146 20 23 7.85 05/05/2005 229 26.00 13 16.02 11/16/2009 438 46 45 54.20 06/02/2005 235 62.00 55 39.19 12/21/2009 431 17 24 19.71 06/16/2005 170 23.00 40 10.52 06/28/2005 133 48.00 45 17.17 07/13/2005 237 58.00 45 36.98 07/27/2005 131 28.00 34 9.87 85 Third Creek DWQ Station Q3934500 and drainage area ratio estimated flow from USGS station 02120780 Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) Sample Date Flow (cfs) TSS (mg/L) Turbidity (NTU) TSS Load (tons/day) 02/15/2000 144.7 110.00 110 42.83 07/07/2005 45.614 22.00 21 2.70 03/13/2000 41.23 9.00 10 1.00 08/04/2005 33.333 31.01 26 2.78 04/17/2000 81.58 51.00 23 11.19 10/05/2005 12.281 7.50 11 0.25 05/15/2000 24.56 17.00 9.3 1.12 11/02/2005 30.702 10.16 9.6 0.84 06/07/2000 17.54 29.00 17 1.37 12/06/2005 314.04 150.49 120 127.13 07/24/2000 23.68 36.00 27 2.29 01/09/2006 81.579 22.00 25 4.83 08/15/2000 7.018 11.00 9.4 0.21 02/02/2006 68.421 18.30 16 3.37 09/12/2000 6.667 2.15 3.3 0.04 03/06/2006 62.281 9.02 8.7 1.51 10/05/2000 6.93 6.00 7.6 0.11 04/06/2006 53.509 16.00 16 2.30 11/06/2000 11.4 1.90 3.1 0.06 05/08/2006 59.649 93.29 75 14.97 12/11/2000 14.91 5.08 5.6 0.20 06/08/2006 25.439 37.36 31 2.56 01/17/2001 15.79 6.00 7.2 0.25 07/06/2006 41.228 55.00 45 6.10 02/12/2001 26.32 8.64 8.4 0.61 08/09/2006 19.298 38.63 32 2.01 04/17/2001 37.72 10.00 9.5 1.01 09/07/2006 17.544 28.46 24 1.34 05/23/2001 19.3 13.21 12 0.69 10/11/2006 14.035 7.00 9.3 0.26 06/25/2001 8.772 31.01 26 0.73 11/06/2006 25.439 4.57 5.2 0.31 07/25/2001 6.754 11.00 12 0.20 12/05/2006 46.491 11.94 11 1.49 08/13/2001 10.53 8.25 8.1 0.23 01/09/2007 278.95 61.00 150 45.77 09/13/2001 3.947 5.08 5.6 0.05 02/07/2007 59.649 13.21 12 2.12 10/09/2001 6.053 2.50 2.6 0.04 03/08/2007 122.81 47.53 39 15.70 11/28/2001 8.07 8.13 8 0.18 04/03/2007 55.263 20.00 15 2.97 12/27/2001 17.54 11.94 11 0.56 05/02/2007 48.246 18.30 16 2.37 01/23/2002 467.5 1100.00 850 1383.46 06/06/2007 21.93 28.46 24 1.68 02/27/2002 21.05 9.52 9.1 0.54 07/09/2007 13.158 32.00 24 1.13 03/20/2002 44.74 34.82 29 4.19 08/08/2007 3.6842 13.21 12 0.13 04/24/2002 13.16 17.00 23 0.60 09/06/2007 1.5789 7.36 7.4 0.03 05/23/2002 8.509 14.48 13 0.33 10/02/2007 1.0526 12.00 12 0.03 06/17/2002 3.246 14.48 13 0.13 11/01/2007 3.5965 14.48 13 0.14 07/30/2002 2.719 8.00 13 0.06 12/04/2007 7.5439 4.19 4.9 0.08 08/26/2002 1.491 10.67 10 0.04 01/08/2008 18.421 9.00 12 0.45 09/16/2002 3.333 52.62 43 0.47 02/05/2008 35.965 23.38 20 2.26 10/23/2002 10.53 7.00 16 0.20 03/05/2008 236.84 226.76 180 144.47 11/19/2002 84.21 74.22 60 16.81 04/01/2008 56.14 19.00 20 2.87 12/16/2002 105.3 112.36 90 31.81 05/06/2008 40.351 28.46 24 3.09 01/27/2003 38.6 9.00 10 0.93 06/02/2008 17.544 22.11 19 1.04 02/20/2003 97.37 23.38 20 6.12 07/01/2008 8.7719 40.00 50 0.94 03/17/2003 285.1 118.71 95 91.04 08/05/2008 7.5439 22.11 19 0.45 04/07/2003 701.8 350.00 260 660.70 09/02/2008 28.07 29.74 25 2.25 05/08/2003 262.3 61.51 50 43.40 10/02/2008 32.456 13.00 17 1.13 06/19/2003 247.4 201.33 160 133.97 11/03/2008 22.807 5.08 5.6 0.31 07/16/2003 62.28 31.01 26 5.19 12/01/2008 121.93 67.87 55 22.26 08/21/2003 64.91 31.01 26 5.41 01/06/2009 193.86 327.00 300 170.52 09/08/2003 80.7 29.74 25 6.46 02/02/2009 42.982 18.30 16 2.12 10/06/2003 53.51 13.00 10 1.87 03/03/2009 291.23 188.62 150 147.77 11/03/2003 53.51 9.14 8.8 1.32 04/01/2009 97.368 28.00 26 7.33 12/01/2003 51.75 15.75 14 2.19 05/04/2009 47.368 13.21 12 1.68 01/07/2004 53.51 11.00 14 1.58 06/02/2009 35.088 80.58 65 7.61 02/03/2004 169.3 188.62 150 85.90 07/06/2009 27.193 14.00 16 1.02 03/08/2004 75.44 14.48 13 2.94 08/04/2009 16.667 24.65 21 1.11 04/14/2004 236.8 190.00 150 121.05 09/02/2009 42.105 125.07 100 14.17 05/04/2004 78.95 36.09 30 7.66 10/01/2009 26.316 12.00 14 0.85 06/02/2004 30.7 29.74 25 2.46 11/02/2009 241.23 201.33 160 130.65 07/08/2004 23.68 21.00 13 1.34 12/01/2009 70.175 17.02 15 3.21 08/04/2004 19.3 32.28 27 1.68 09/09/2004 264 137.78 110 97.86 11/02/2004 49.12 7.75 7.7 1.02 12/02/2004 84.21 19.57 17 4.43 01/04/2005 59.65 12.00 13 1.93 02/14/2005 64.91 8.51 8.3 1.49 03/03/2005 113.2 34.82 29 10.60 04/05/2005 92.11 36.00 37 8.92 05/04/2005 56.14 17.02 15 2.57 06/07/2005 110.5 33.55 28 9.97 86 Appendix C. Load Reduction Estimations Estimation of Load Reduction Required for TSS for Abbotts Creek at Station Q5930000. % Flow Exceedance Allowable Load (tons/day Estimated Exceeding Load (tons/day) 10.000% 30.38 137.09 15.000% 22.01 65.99 20.000% 17.54 39.29 25.000% 14.60 26.27 30.000% 12.27 18.91 35.000% 10.24 14.32 40.000% 8.92 11.26 45.000% 7.91 9.10 50.000% 7.00 7.53 55.000% 5.98 6.34 60.000% 5.07 5.42 65.000% 4.16 4.69 70.000% 3.45 4.10 75.000% 2.84 3.62 80.000% 2.23 3.23 85.000% 1.83 2.89 90.000% 1.52 2.61 Average 9.3 21.3 Load Reduction = 56% 87 Estimation of Load Reduction Required for TSS for the Ararat River at Station Q1780000. % Flow Exceedance Allowable Load (tons/day Estimated Exceeding Load (tons/day) 10.00% 25.99 71.14 15.00% 22.28 61.44 20.00% 19.94 53.07 25.00% 18.08 45.84 30.00% 16.43 39.59 35.00% 15.08 34.20 40.00% 13.78 29.54 45.00% 12.43 25.51 50.00% 11.55 22.03 55.00% 10.73 19.03 60.00% 10.00 16.44 65.00% 9.32 14.20 70.00% 8.65 12.26 75.00% 7.97 10.59 80.00% 7.17 9.15 85.00% 6.16 7.90 90.00% 5.20 6.83 Average 12.98589 28.16262 Load Reduction = 54% 88 Estimation of Load Reduction Required for TSS for Hunting Creek at Station Q3484000. % Flow Exceedance Allowable Load (tons/day Estimated Exceeding Load (tons/day) 10.00% 24.27 51.52 15.00% 19.87 40.43 20.00% 17.31 34.04 25.00% 15.46 29.79 30.00% 14.20 26.71 35.00% 13.13 24.36 40.00% 11.79 22.49 45.00% 10.88 20.96 50.00% 10.07 19.68 55.00% 9.17 18.59 60.00% 8.36 17.65 65.00% 7.73 16.82 70.00% 6.92 16.09 75.00% 6.20 15.44 80.00% 5.57 14.86 85.00% 5.03 14.33 90.00% 4.14 13.85 Average 11.18 23.39 Load Reduction Needed = 52% 89 Estimation of Load Reduction Required for TSS for Second Creek at Station Q2600000. Only two data points exceeded the allowable load in the TMLD calculation which occurred in the 50 to 70 percent flow exceedance. Therefore only the 50-70 percent flow exceedance range was used in the TMDL calculation and reduction needed. % Flow Exceedance Allowable Load (tons/day Estimated Exceeding Load (tons/day) 10.00% 12.99 513.93 15.00% 10.15 179.23 20.00% 8.69 84.88 25.00% 7.59 47.54 30.00% 6.68 29.60 35.00% 5.94 19.83 40.00% 5.40 14.02 45.00% 4.79 10.32 50.00% 4.21 7.85 55.00% 3.57 6.13 60.00% 3.11 4.89 65.00% 2.56 3.97 70.00% 2.29 3.28 75.00% 1.83 2.74 80.00% 1.46 2.32 85.00% 1.10 1.98 90.00% 0.74 1.71 Average 3.15 5.22 Load Reduction Needed = 40% 90 Estimation of load reduction required for TSS for South Deep Creek using average TSS values from DWQ water quality monitoring stations. These stations include Q5930000, Q3484000, Q2600000, Q2720000, Q4120000, and Q3934500. % Flow Exceedance Allowable Load (tons/day Estimated Exceeding Load (tons/day) 10.00% 18.37 29.31 15.00% 15.03 27.00 20.00% 13.10 24.87 25.00% 11.70 22.90 30.00% 10.75 21.10 35.00% 9.93 19.43 40.00% 8.93 17.90 45.00% 8.23 16.48 50.00% 7.62 15.18 55.00% 6.94 13.98 60.00% 6.33 12.88 65.00% 5.85 11.86 70.00% 5.24 10.93 75.00% 4.69 10.06 80.00% 4.22 9.27 85.00% 3.81 8.54 90.00% 3.13 7.86 Average 8.46 16.44 Load Reduction Needed = 49% 91 Estimation of Load Reduction Required for TSS for the South Yadkin River at DWQ Station Q3460000 % Flow Exceedance Allowable Load (tons/day Estimated Exceeding Load (tons/day) 10.00% 58.9 98.19 15.00% 46.9 80.17 20.00% 39.5 69.43 25.00% 34.8 62.10 30.00% 31.9 56.69 35.00% 29.4 52.49 40.00% 27.0 49.10 45.00% 25.2 46.29 50.00% 23.0 43.91 55.00% 20.9 41.87 60.00% 19.2 40.09 65.00% 17.3 38.51 70.00% 15.2 37.11 75.00% 13.2 35.85 80.00% 11.5 34.72 85.00% 10.2 33.68 90.00% 8.0 32.73 Average 25.42 50.17 Load Reduction Needed = 49% 92 Estimation of Load Reduction Required for TSS for Third Creek at DWQ Station Q3934500 % Flow Exceedance Allowable Load (tons/day Estimated Exceeding Load (tons/day) 10.00% 18.43 34.94 15.00% 14.41 25.74 20.00% 12.33 20.73 25.00% 10.77 17.52 30.00% 9.47 15.28 35.00% 8.44 13.60 40.00% 7.66 12.30 45.00% 6.79 11.26 50.00% 5.97 10.40 55.00% 5.06 9.68 60.00% 4.41 9.06 65.00% 3.63 8.53 70.00% 3.24 8.07 75.00% 2.60 7.66 80.00% 2.08 7.30 85.00% 1.56 6.97 90.00% 1.05 6.68 Average 6.94 13.28 Load Reduction Needed = 48% Appendix D: Public Notification of TMDL for 93 Appendix D: Public Notification of TMDL for Yadkin River Basin Turbidity TMDLSYadkin River Basin Turbidity TMDLS 94 App endix E: Public Comments 2011 Yadkin River Basin Turbidity TMDLs Public Comment Response Summary The comments received for this TMDL were based on the public comment version which included assessment units for Muddy Creek and the Yadkin River. These two waterbodies were not included in the final TMDL presented here in order to allow time to meet with and explain the TMDL process to the MS4 permittees that would be impacted by these TMDLs. However, the comments received regarding Muddy Creek and the Yadkin River were left in the response summary and are addressed below. Comments were received from: • Piedmont Triad Regional Council (PTRC) • Town of Lewisville • Salisbury-Rowan Utilities • Winston-Salem • Village of Clemmons • North Carolina Department of Transportation (NCDOT) • North Carolina Conservation Network 1) PTRC: Response: Each TMDL has a Load Allocation, Wasteload Allocation and Margin of Safety. The TMDL Load Allocations show the reductions needed from nonpoint sources. The TMDL does not suggest that the wasteload allocations alone will achieve water quality standard attainment. Reductions for the identified jurisdictions are identical to the reductions for nonpoint sources. 2) PTRC , Town of Lewisville, Winston-Salem, Village of Clemmons: The commenters mentioned that the Village of Clemmons and the Town of Lewisville have only been NPDES Phase II communities since 2005, and Winston-Salem since 2001. The commenters suggested that the DWQ acknowledge new stormwater ordinances and development regulations in this time period and the impacts of these requirements on the receiving streams have not had time to be assessed. Further, the need for additional expenses to mitigate stormwater sources of water quality pollutants is not readily apparent. Response: The data used in the TMDL was from years 2000-2009. Implementation of the TMDL will not necessarily incur additional significant costs to the affected NPDES permit holders. The DWQ Stormwater Permitting Unit will consider recent improvements and determine further permit requirements in the next permit renewal. 3) PTRC , Town of Lewisville, Village of Clemmons: Response: The implementation timeline will depend on your water quality recovery plan that you will submit as required under your stormwater permit. We expect the fulfillment of your water quality recovery plan to take several permit cycles. Because this TMDL can be implemented along with various existing permit requirements, and it only requires reductions in the named TMDL subwatersheds, it is not expected to trigger sprawl outside of MS4 jurisdictions. 4) PTRC, Town of Lewisville, Winston-Salem: The commenters acknowledged that a TMDL Load Allocation has no regulatory authority to require a reduction from nonpoint sources. However, the commenters requested a clearer representation of the presence of animal and forestry operations and communities enrolled in cost-share programs to manage runoff. The commenters also requested greater acknowledgement that rural land uses are contributing to the impairment. Response: General sources of nonpoint source pollution are described in section 2.1. The TMDL shows land cover for each watershed as well as land cover adjacent to streams for each watershed, including the distribution of agricultural lands (pasture/hay and crop). Further source assessment, including how land is managed, will be useful for TMDL implementation. Reductions in both point and nonpoint sources of turbidity are needed to meet water quality standards as stated in section 12. Reductions for the identified jurisdictions are identical to the reductions for nonpoint sources. 5) PTRC, Town of Lewisville: Response: The jurisdictions are encouraged to conduct additional monitoring to gain further knowledge of the watersheds’ pollution sources. In addition, DWQ indeed uses data from various outside sources; municipalities interested in collecting data to be used for use support assessment should contact DWQ. Please review this website on data sources and how to submit data http://portal.ncdenr.org/web/wq/ps/mtu/assessment#4. 6) PTRC, Town of Lewisville, Winston-Salem: Response: This is not a correlation between wet weather and TSS. The equation of this line was used to determine the target reduction as describe in section 6.6. Figure 6.2 shows that no exceedances occurred during low flow events. The R2 of 0.23 for Muddy Creek refers to strength of the linear relationship between the calculated existing load exceedances in Figure 6.3. This response also addresses similar comments for the Yadkin River. 7) PTRC and Winston-Salem: Response: The Salem Creek TMDL targeted Fecal Coliform. If the retrofits to reduce fecal coliform were targeted at stormwater, and also achieved a reduction in turbidity, this can be reflected in your water quality recovery program for your stormwater permit and count towards compliance with this TMDL. 8) PTRC: Response: Ambient station Q2040000 was used to develop the TMDL for both impaired segments of the Yadkin River for several reasons. One reason is that it is co-located with a USGS gage, which is ideal to develop the load duration curve. Second, the correlation of Turbidity vs. TSS for the lower ambient monitoring site, Q2180000, has an R2 of 0.579, which is less than the TSS vs turbidity R2 value of 0.88 for the ambient station (Q2040000) used in the TMDL. Finally, the turbidity data comparison between the two stations show that the data is comparable with median NTU values for Q2040000 and Q2180000 at 16 and 18 respectively for years 2000-2009. The change in reductions between the two stations would likely be insignificant, and uncertainty would be higher due to estimating flow and using the lower TSS vs NTU correlation from site Q2180000. 9) PTRC, Town of Lewisville: Response: Perhaps the commenters are referring to South Deep Creek. Reductions in South Deep Creek alone are not expected to attain the turbidity standard in the Yadkin River. Your water quality recovery program can reflect your implementation and monitoring timeline. 10) Town of Lewisville: Response: Reductions required in the TMDL for NPDES stormwater permittees will be implemented through the stormwater permit, in the form of a water quality recovery program submitted to DWQ by each permittee. This plan will outline how each permittee will improve water quality. Implementation of the TMDL will not necessarily incur additional significant costs to the affected NPDES permit holders. An implementation section has been added to the TMDL to clarify responsibilities of MS4 permittees. 11) Town of Lewisville: Response: Your water quality recovery program will describe how the Town will implement the TMDL. The monitoring you propose (see Comment 5) can assist with source identification and tracking of reductions. 12) Salisbury-Rowan Utilities: Response: Thank you. We have made these corrections in the text. 13) Winston-Salem: Response: These TMDLs were developed to address localized turbidity impairments in the High Rock Lake watershed. A separate analysis will be conducted to determine how to address the turbidity impairment in High Rock Lake. Winston-Salem is represented on the High Rock Lake nutrient TAC. 14) Winston-Salem: Response: This TMDL approach estimates TSS reduction for any flow exceeded between 10% and 90%. Therefore, we developed Figure 6.3 to show the relationship between percent flow exceeded and daily TSS load to estimate an averaged TSS reduction for the flow exceedance between 10% to 90%. Any method used would require some percent reduction in turbidity. Implementation of this TMDL will involve adaptive management, with the ultimate measure of success attainment of the standard instream. 15) Village of Clemmons: Response: The Load Allocation reported in the TMDL sets a limit, or “allowance,” for turbidity originating from nonpoint sources. An implementation plan is not included in this TMDL. Local governments and other stakeholders are encouraged to design and carry out implementation plans. The monitoring proposed in Comment 5 could assist with source identification and tracking of reductions. Your water quality recovery program can describe how you will differentiate contributions from the Village of Clemmons from other sources. 16) Village of Clemmons: Response: Sand dredging operations are not permitted to exceed the turbidity standard of 50 NTU in Muddy Creek. Sand dredging operations are permitted under general permit NCG520000. Please call the DWQ Winston-Salem Regional Office at 336-771-5000 if you observe a sand dredging operation causing excess turbidity in Muddy Creek. 17) Village of Clemmons: Response: DWQ acknowledges that some soil types can make it more difficult to control erosion and turbidity. However Muddy Creek has met the turbidity standard in previous years. Muddy Creek was just added to the 303d list in 2010. 18) Village of Clemmons - Response: It is currently difficult to quantify a justifiable load from stormwater outfalls within each municipality without monitoring those outfalls. However, MS4 permittees cannot be ignored when addressing a turbidity impairment, especially during wet weather events. The Village has not been “singled out.” Nonpoint sources outside your jurisdiction have been assigned a load allocation. The monitoring proposed in Comment 5 could assist with source identification and tracking of reductions. Your water quality recovery program can describe how you will differentiate contributions from the Village of Clemmons from other sources. 19) Part 1 – NCDOT: Response: NPDES discharges not subject to the TMDLs are identified in the report by the description in the text (as repeated above). Water quality stations refer to Ambient Monitoring Sites as shown in the watershed maps in section 1.3 of the report. We have changed the term “water quality station” to “ambient monitoring site” in the text. Therefore an ambient monitoring site that is not impaired is shown on the watershed maps not falling within the 12 assessment units described in table 1.1 (also shown in red on the watershed maps in section 1.3). We would be happy to assist you with identifying areas of interest to you that are subject to the TMDL. Part 2 - Comment Continued from 19 – Part 1 Response: The paragraph above has been revised for clarification in the text as follows: “NPDES wastewater and stormwater permittees upstream of an Ambient Monitoring Site that is not impaired (not intersected by the impaired waterbody) are not subject to the TMDL. Permittees that discharge directly to, or upstream of the impairment, yet still downstream of an unimpaired ambient monitoring site are subject to the TMDL and are discussed below.” 20) NCDOT: Response: DWQ is open to new ideas or methods to calculate wasteload allocations for DOT stormwater in TMDLs. It is possible for a permittee to be in compliance with its current permit, yet need to make further reductions to achieve water quality standards instream. 21) Part 1 – NCDOT: Response: The dashed line in the load duration curve figures represents the best fit for the entire data set. As shown in Table 1.2 in the text, 11 to 14 percent of the data has exceeded the turbidity standard. This is why the majority of the dashed lines in the load duration curve figures are below the allowable load line. The load duration curve methodology uses only the points exceeding the allowable load to provide a formula to estimate the exceeding load at a variety of flow ranges. This also enables data points that fall in ranges of extreme flow or drought conditions to be excluded from the TMDL calculation. Part 2 – Continued from above Response: Seasonality is included in the TMDL by using a long term 10 years of data for the TMDLs. This allows for a variety of flow conditions and seasonal variation to be captured in the data. Part-3 Continued from above Response: The equation from the best-fit line from the exceeding loads is used to calculated load exceedances across multiple flow ranges that are not represented by actual data points. This is a good method to estimate or model reductions needed across multiple flow ranges. An alternative method would be to take the TSS value from the highest exceeding point between the 90th and 10th percentile flow exceedance range and reduce it to the TSS standard. Any method used would require some percent reduction in turbidity. Implementation of this TMDL will involve adaptive management, with the ultimate measure of success attainment of the standard instream. Part 4 – Continued from above Response: The load duration curve methodology uses only the points exceeding the allowable load to provide a formula, in this case 20th to 50th percentile, to estimate the exceeding load at a flow ranges from 10th to the 90th percentile. 22) NCDOT: Response: The 51% reduction shown in Appendix C is the overall reduction needed based on the TMDL of 21.6 tons/day TSS. However, because NPDES WW discharges are not required to make a reduction, the reductions shown in the TMDL text are based on that of the load allocation only which does not include the wasteload allocation of 5.462 tons/day TSS. 23) NCDOT: Response: The turbidity and TSS data used in the TMDL can be found in Appendix B. 24) Part 1 NCDOT: Response: The South Yadkin River watershed is a large drainage area (906 sqmi) and contains other impaired streams included in this TMDL. Each stream received a unique TMDL. Reductions achieved from the impaired streams upstream of the South Yadkin River impairment will also count as reductions for the South Yadkin River TMDL. There is a 3.25 mile stretch of the South Yadkin River that is currently not impaired located between Aus 12-108-(14.5) and 12-108-(19.5)b. Two small unnamed tributaries flow in from the northeast to the South Yadkin River in this stretch; this approximately 7.75 square mile area is not a large intervening drainage area. This 3.5 mile stretch is within the watershed draining to the impaired waters, and not above an unimpaired Ambient Monitoring Site, thus is subject to the TMDL. Part 2 – Continued from above Response: The South Yadkin River watershed is a large drainage area (906 sqmi) and contains other impaired streams included in this TMDL. Each stream received a unique TMDL. Reductions achieved from the impaired streams upstream of the South Yadkin River impairment will also count as reductions for the South Yadkin River TMDL. Ambient monitoring station Q3970000 was not used to calculate the TMDL for the lower impaired section (12-108-(19.5)b because there is no flow gage located with that station. Second, the correlation of Turbidity vs. TSS has an R2 of 0.552, which is less than the TSS vs NTU R2 value of 0.88 for the upstream ambient station (Q3460000) used in the TMDL. Finally, the turbidity data comparison between the two stations shows that the data is comparable with median NTU values for Q3460000 and Q3970000 both at 22 for years 2000-2009. The change in reductions between the two stations would likely be insignificant, and uncertainty would be high due to estimating flow and using the lower TSS vs NTU correlation from site Q3970000. 25) NCDOT : Response: Ambient station Q2040000 was used to develop the TMDL for both impaired segments of the Yadkin River for several reasons. One reason is that it is co-located with a USGS gage used to develop the load duration curve. Second, the correlation of Turbidity vs. TSS for the lower ambient monitoring site, Q2180000, has an R2 of 0.579, which is less than the TSS vs NTU R2 value of 0.88 for the ambient station (Q2040000) used in the TMDL. Finally, the turbidity data comparison between the two stations show that the data is comparable with median NTU values for Q2040000 and Q2180000 at 16 and 18 respectively for years 2000-2009. The change in reductions between the two stations would likely be insignificant, and uncertainty would be high due to estimating flow and using the lower TSS vs NTU correlation from site Q2180000. Reductions achieved through the South Deep Creek TMDL will count towards reductions in both assessment units of the Yadkin River TMDL. 26) NCDOT : Response: DWQ did not use data from ambient station Q1950000 because data collection at this station was discontinued in 2006. 27) North Carolina Conservation Network: Response: The highest 10% flows were excluded from the TMDL calculation to address extreme flows and this has been the general practice for most TMDLS developed using the LDC method so far. As the commenter suggested, if high flows are commonly occurring in an area a different implementation strategy can be employed to address these high flows. It should be noted that the load duration flow interval serves as an indicator of the hydrologic condition. Even though implementation is not a required element of the TMDL, the use of duration curve zones (e.g., high flow, moist, mid-range, dry, and low flow) presented in the TMDL provide useful information to direct potential implementation actions that most effectively address water quality concerns for various flow conditions. 28) North Carolina Conservation Network: Response: An implementation section has been added to the TMDL explaining how the TMDL will be implemented through NPDES stormwater permits. Addressing nonpoint sources of turbidity beyond regulatory authority requires the will and cooperation among the community to voluntarily adjust land management practices and to use incentive programs listed in Section 12.1 of the report. An implementation plan, although very useful, is not required in a TMDL. 29) North Carolina Conservation Network: Response: DWQ agrees high volume and resulting stream bank erosion is likely to contribute a significant portion of turbidity and that using volume as a surrogate parameter would be useful for turbidity TMDLs. DWQ is open to discussing the use of flow, or other innovative approaches for future TMDLs. 30) North Carolina Conservation Network: Response: DWQ agrees that volume from upstream locations will contribute to stream bank erosion in the impaired sections. However this TMDL is not intended to address flow. The paragraph mentioned above has been changed in the text in response to comment 19-Part 2. DWQ is open to discussing the use of flow, or other innovative approaches for future TMDLs. 31) North Carolina Conservation Network: Response: DWQ believes that a TMDL is not the best tool to address stormwater from construction sites due to the relative short time period in which sites are actually under construction and vulnerable to erosion. DWQ does not require on-site monitoring of stormwater runoff for construction sites and the uncertainty would be very high to estimate a load from construction sites with varying BMPs if DWQ were to base loading on construction stormwater runoff studies alone.