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San Francisco Estuary Institute. Item #3. PCB and PBDE Loads in Coyote Creek: Conceptual models and Estimates of Regional Small Tributaries Loads. Lester McKee, John Oram and, Jon Leatherbarrow Sources Pathways and Loadings Workgroup November 13 th 2006. San Francisco Estuary Institute.
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San Francisco Estuary Institute Item #3 PCB and PBDE Loads in Coyote Creek:Conceptual models and Estimates of Regional Small Tributaries Loads Lester McKee, John Oram and, Jon Leatherbarrow Sources Pathways and Loadings Workgroup November 13th 2006
San Francisco Estuary Institute Item #3 History • USGS discharge • WY 1999 – 2006 (ongoing) • USGS suspended sediment data • WY 2005 • WY 2006 • Regional Board TMDL laboratory funding ($10k) • WY 2005 PCB, PBDE, HgT, SSC, organic carbon • SFEI field team able to grab 7 samples during wading stage only during breaks from Guadalupe R. sampling
Coyote Ck. at Hwy 237 USGS 11172175 San Francisco Estuary Institute Item #3 Field Location Guadalupe R. at Hwy 101 USGS 11169026
Sampling Location USGS Gage Shelter Item #3 Methods
San Francisco Estuary Institute Item #3 Methods • Grab samples from mid depth at wading stages • Regression between instantaneous SSC and PCB/PBDE concentrations • USGS 15 minute discharge • USGS 15 minute SSC estimates from GCLASS
San Francisco Estuary Institute Item #3 Results - Concentrations * Based on annual load
San Francisco Estuary Institute Item #3 Regression EstimatorsPCBs
San Francisco Estuary Institute Item #3 Regression EstimatorsPBDEs
San Francisco Estuary Institute Problem • How to we apply the two populations of data (regression estimators) to published USGS daily sediment records? • Solution: Obtain 15 minute records • Errors • USGS accurately measures 15-minute discharge • USGS only estimates 15 minute SSC based on rating relationships between flow and about 100 real measurements of SSC
San Francisco Estuary Institute Item #3 Results - Loads
San Francisco Estuary Institute Item #3 Historic Flow Measured Estimated Average = 41 Mm3
San Francisco Estuary Institute Item #3 Average Load Estimate – MethodPCB
San Francisco Estuary Institute Item #3 Average Load Estimate – MethodPBDE
San Francisco Estuary Institute Item #3 Estimated Average Loads • Using the range in flow experienced from WY 1971 to WY 2006 we estimate the following:
San Francisco Estuary Institute Item #3 Guadalupe R. Estimate of Average Loads
San Francisco Estuary Institute Item #3 Methods • Develop a regression estimator using monthly flow and monthly load • Obtain historic monthly flow records for the period 1971 – 2006 • Estimate monthly loads • Calculate average
San Francisco Estuary Institute Item #3 Guadalupe Regression Estimators
San Francisco Estuary Institute Item #3 Estimated Average Loads • Using the range in flow experienced from WY 1971 to WY 2006 we estimate the following:
San Francisco Estuary Institute Item #3 Coyote – Guadalupe ComparisonAre the estimates reasonable? (mg/kg)
San Francisco Estuary Institute Item #3 Estuary Interface Pilot Study Leatherbarrow et al., 2002
San Francisco Estuary Institute Item #3 Estimating Total Regional Small Tributaries Loads:Extrapolation methods in the absence of hydrologic models
San Francisco Estuary Institute Item #3 Methods(PCBs and PBDEs) 1. Add Guadalupe and Coyote estimated average annual loads together and scale by area a) Total area b) Excluding area above reservoirs 2. Assume most load is associated with urban area and scale the sum of Guadalupe and Coyote estimated average annual loads by an urban land use factor.
San Francisco Estuary Institute Item #3 Methods(PCBs only) 3. Use the sum of Coyote+Guadalupe average loads to scale (calibrate) land use specific estimates of PCB export derived by an extensive literature review and mass balance model (SFEI Prop 13). Apply these to land use statistics below reservoirs for the Bay Area (Davis et al., 2000).
San Francisco Estuary Institute Item #3 Methods(PBDEs only) 4. Scale PBDE loads to PCB loads using a ratio of 3:1
San Francisco Estuary Institute Item #3 Statistics for Calculations
San Francisco Estuary Institute Item #3 Prop 13 export estimates(Ref: Mangarella et al., 2006)
San Francisco Estuary Institute Item #3 Scaled (Calibrated) Unit Exports
San Francisco Estuary Institute Item #3 Results Annual Average Loads Estimates for Total Bay Area Small Tributaries * Assumed - 50% error + 100% error based author’s hypothesis that Coyote and Guadalupe are not representative of other Bay Area urban watersheds due to large size and relatively low connectivity / drainage density ** Authors judgment