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Levels of Dissolved Solids Associated With Aquatic Life Effects in Virginia’s Central Appalachian Coalfield Streams Tony Timpano Stephen Schoenholtz, David Soucek, Carl Zipper VirginiMarch 29a Tech, 2011 1
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Background Question: what is TDS relationship to aquatic life? Challenge: TDS often with other stressors Approach: Evaluate TDS effects with other stressors minimized 2 Wayne Davis USEPA EcoAnalysts, Inc. E phemeroptera (Mayflies) P lecoptera (Stoneflies) T richoptera (Caddisflies)
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Site Selection Systematic: GIS prescreen, ground-truth High-Quality Habitat Avoid Non-TDS Stressors: 3 Iron SeepSedimentation
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Data Collection Field – RBP Benthic Macroinvertebrates – RBP Habitat – Temp, pH, DO, Cond. – Water grab samples – Fall 2008, Spring 2009, Fall 2009, Spring 2010 Lab – Family & Genus “bugs”, VASCI – TDS – Alkalinity (for HCO 3 - ) – SO 4 2-, Ca 2+, Mg 2+, Na +, K +, Cl – – Al, Cu, Fe, Mn, Se, Zn 4 R. J. Krenz
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Site Selection & TDS Composition 5
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Results – Site Selection Non-TDS stressors not evident – Habitat comparable to reference – pH 6.6 – 8.5 – No obvious NPS Pollution 7 155 160 165 170 175 180 185 190 Mean RBP Habitat Score RefTest
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Reference Site (22 S/cm)Test Site (265 S/cm) Test Site (1,670 S/cm)Test Site (594 S/cm) 8
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TDS Mean Ion Proportions 9 Reference Sites Mean TDS: 21 mg/L Test Sites Mean TDS: 406 mg/L
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Test Site Mean Ion Concentrations 10
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Test Site TDS Seasonal Variability 11 0 200 400 600 800 1000 1200 1400 TDS (mg/L) Fall 2008Spring 2009Fall 2009Spring 2010 566 n = 8 371 n = 16 485 n = 19 371 n = 21 Means:
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VASCI – TDS Associations 12 Analyses that follow should not be interpreted to indicate actual, potential, or suggested water quality criteria for TDS or component ions.
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Analysis Methods VASCI = multimetric index of benthic macroinvertebrate community integrity (0-100 pts) Evaluate VASCI-TDS Relationship – Least Squares Linear Regression – Quantile Linear Regression Observed Effect Concentration (OEC) = TDS concentration where VASCI = 60 13
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Correlations: Test Sites 14 VASCI TDSSCCa 2+ SO 4 2- Mg 2+ K+K+ HCO 3 - Na + mg/L S/cm mg/L TDS -0.64 SC -0.630.99 Ca 2+ -0.610.910.90 SO 4 2- -0.580.920.910.94 Mg 2+ -0.550.870.850.950.94 K+K+ -0.540.900.890.820.830.81 HCO 3 - -0.420.640.670.450.380.350.63 Na + -0.350.340.370.310.67 Cl - 0.300.58 Highly Correlated MeasuresMeasures Evaluated all correlations significant (p < 0.05)
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VASCI Seasonality 15 Reference Sites 60 65 70 75 80 85 FallSpring VASCI Score n=6n=9 Test Sites 40 45 50 55 60 65 70 75 80 FallSpring VASCI Score n=27n= 39 Spring VASCI scores > Fall VASCI scores at test and reference sites
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VASCI vs. TDS (LS Regression) 16 Model SC ( S/cm) TDS (mg/L)SO 4 2- (mg/L) Spring768528336 All - Year634422219 Fall523337143 OECs: VASCI = 60
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VASCI vs. TDS (Quantile Regression) 17 Quantile SC ( S/cm) TDS (mg/L)SO 4 2- (mg/L) 90not sig. 75903637392 50625421219 25429263133 1028114248 OECs: VASCI = 60 Q90: 90 th quantile = 90% of data below line Q50: 50 th quantile = 50% of data below line Q10: 10 th quantile = 10% of data below line Q-value = probability of VASCI < 60
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Observed Effect Concentrations (OECs) OEC = concentration where VASCI = 60 18 Method Probability of VASCI < 60 at OEC (%) Model/ Quantile (%) SC S/cm TDS mg/L SO 4 2- mg/L OLS RegressionFall523337143 50All-Year634422219 Spring768528336 Quantile Regression10 28114248 25 429263133 50 625421219 75 903637392 Measured Values0All-Year33219070 100All-Year1,3661,108849
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Probability of VASCI < 60 19
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Considerations OEC ≠ Toxicity TDS Composition: SO 4 2- and HCO 3 - dominant, Ca 2+ dominant cation VASCI Seasonality: Spring > Fall Variability of VASCI – TDS Association Variability of TDS (Temporal) 20
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Field Sensitivity Distributions 21 Analyses that follow should not be interpreted to indicate actual, potential, or suggested water quality criteria for TDS or component ions.
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Field Sensitivity Distributions Salt tolerance of individual benthic macroinvertebrate genera Maximum Field Concentration (MFC) – MFC = highest conc. where genus observed Cumulative Distribution Function (CDF) of MFCs X% Observed Effect Concentration (OEC X ) – OEC X = conc. affecting X% of genera 22
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Macroinvertebrate Genera 97 genera Excluded genera (37) – < 4 observations/genus (5% of 81 samples) – Genera not at reference sites 60 genera used Spring, Fall, All-Year models 23
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TDS FSDs 24
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X% Observed Effect Concentrations Water Quality Parameter Proportion of Taxa Affected Model FallSpringAll-Year Specific Conductance ( S/cm) 5%450465462 10%476511490 20%653647652 TDS (mg/L) 5%273291281 10%288311298 20%421422411 SO 4 2- (mg/L) 5%120160108 10%163221156 20%210250221 25
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Orders 26 Mayflies most sensitive (E) Stoneflies least sensitive (P)
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Considerations OEC X ≠ Toxicity Small Sample Size = Few Taxa Method sensitive to rare taxa Truly rare taxa? too few samples to know Temporal variability of TDS 27
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Further Research Needs TDS Temporal Variability 28 Data: DMME & VT ?
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Questions? Study Sponsors: Virginia Dept. of Environmental Quality Virginia Dept. of Mines, Minerals, and Energy Powell River Project 29
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