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IMPROVE Network QA/QC Results from field audits and initial work
on identification of physically
unreasonable data
Presented at Annual IMPROVE Steering Committee Meeting
11/24-25/2017
Ely, MN
Derek Day Cooperative Institute for Research in the Atmosphere
Colorado State University, Fort Collins CO
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Presentation Overview
• Review our goals - what we accomplished • Audit results: map
(what’s been done), Flow
Rates, Temperature, Sampler time • Auditor Training:
– Course, TSA form, who’s gone through the training • Data QA/QC
(identification of physically
unreasonable data points) • Future work (audit and QA/QC)
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Review of 2016 Goals • Summarize 2016 audit results (report and
post to website) • Auditor training/certification program and make
sure all auditors use
similar equipment (certified flow meters) • Redo the audit form
(remove unnecessary questions) streamlined • Spring 2017 auditor
training for CDPHE and AzDEQ in conjunction
with southern CA audits • Fall 2017 auditor training for east
coast and do some audits there.
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% Diff = 100*abs(TetraCal-IMPROVE)/TetraCal
Max % Diff Orifice = 4.5% Max % Diff Cyclone =7.9%
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Max % Diff Orifice = 8.9% Max % Diff Cyclone =6.1%
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Max % Diff Orifice = 6.8% Max % Diff Cyclone = 13.7%
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Max % Diff Orifice = 8.3%
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ModAOri ModACyc ModBOri ModBCyc ModCOri ModCCyc ModDOriSite DATE
AUDIT IMPROVE < 5 min AUDIT IMPROVE < 10 C %Diff %Diff %Diff
%Diff %Diff %Diff %Diff
Aqua Tibia 4/20/2017 8:27 8:24 Pass 28.30 27.50 0.80 1.60 1.49
0.17 2.40 0.31 2.33 0.78Bondville 9/14/2017 8:34 8:34 Pass 22.20
20.33 1.87 1.01 1.47 2.85 1.73 1.72 3.35 0.20Brigantine 9/20/2017
9:14 9:08 Reset 24.40 24.80 -0.40 0.59 0.35 0.68 1.81 1.97 0.12
2.32Cedar Bluff 9/29/2017 8:03 7:55 Reset 19.40 18.10 1.30 0.29
3.43 1.43 2.83 2.11 2.75 0.98Dolly Sods 9/18/2017 8:08 8:08 Pass
17.30 18.57 -1.27 0.93 1.04 0.13 1.84 1.68 1.34 1.84Flat Tops
9/5/2017 17:02 17:01 Pass 31.10 32.90 -1.80 0.20 2.39 1.45 1.71
1.34 2.11 4.57Frostburg Reservoir 9/19/2017 10:33 10:31 Pass 28.10
28.91 -0.81 0.68 0.95 8.88 0.27 2.56 0.58 1.63Great Sand Dunes
4/30/2017 12:27 12:25 Pass 13.50 15.28 -1.78 4.60 2.36 5.49 5.10
0.89 2.45 6.45Great Smoky Mts 9/26/2017 10:50 10:51 Pass 26.60
26.33 0.27 0.84 1.04 0.42 3.13 0.30 0.66 0.32Hance 4/5/2017 10:25
10:22 Pass 9.50 9.29 0.21 0.07 4.00 1.32 2.00 0.37 4.32
6.55Hercules Glades 5/24/2017 8:38 8:37 Pass 15.00 17.40 -2.40 3.38
5.08 4.33 4.60 6.03 4.88 4.15Ikes Backbone 4/6/2017 11:11 11:13
Pass 22.60 20.80 1.80 1.91 0.27 1.95 0.73 2.89 0.95 2.24James River
Face 9/22/2017 7:53 7:56 Pass 20.70 23.74 -3.04 0.20 0.59 0.57 0.92
0.46 0.82 0.59Joshua Tree 5/5/2017 7:16 7:12 Pass 25.80 25.15 0.65
0.59 1.60 1.52 1.03 0.45 0.79 1.75Lake Sugema 9/13/2017 10:45 10:44
Pass 28.10 29.14 -1.04 0.75 0.09 1.68 4.31 4.01 1.55 0.14Mamoth
Cave 9/27/2017 8:31 8:30 Pass 25.20 22.92 2.28 1.96 2.00 2.26 4.30
1.70 3.78 1.57Meadview 7/6/2017 11:39 11:38 Pass 44.50 46.53 -2.03
3.57 7.58 2.32 8.69 6.78 13.72 5.98Mesa Verde 5/24/2017 10:38 10:38
Pass 26.20 23.27 2.93 2.64 3.42 3.67 3.92 5.89 3.78 4.24Mingo, MO
5/23/2017 10:36 10:26 Operator Notified 25.30 29.26 -3.96 1.88 7.90
2.72 4.83 0.96 2.71 0.31Mount Zirkle 9/21/2017 12:12 12:12 Pass
15.60 16.69 -1.09 0.65 1.93 0.04 1.52 0.22 1.25 1.36Mount Baldy
5/11/2017 10:54 10:48 Reset 15.10 12.70 2.40 0.51 0.04 1.36 0.41
1.63 2.93 1.06Nebraska NF 9/11/2017 9:08 9:07 Pass 24.60 25.00
-0.40 0.59 4.37 1.00 5.76 1.89 5.37 1.47Petrified Forest 4/3/2017
8:48 8:48 Pass 12.70 11.99 0.71 0.92 1.63 3.48 3.54 2.10 3.67
1.84Phoenix 5/8/2017 10:58 10:59 Pass 33.40 29.26 4.14 3.13 0.87
4.41 0.93 3.82 6.07 0.89Quaker City 9/15/2017 10:15 10:14 Pass
23.10 22.33 0.77 0.17 2.18 0.78 2.55 4.56 5.57 0.04Rocky Mountain
8/4/2017 10:11 10:11 Pass 21.40 22.00 -0.60 0.00 0.44 1.29 2.15
0.00 3.90 3.66San Gorgonio 4/21/2017 8:44 8:43 Pass 26.30 24.33
1.97 1.63 1.07 1.63 1.22 1.88 1.00 0.92Shenandoah 9/21/2017 9:20
9:20 Pass 22.40 21.98 0.42 1.81 1.15 2.63 3.09 1.09 0.98 2.75Sierra
Ancha 4/11/2017 9:33 9:36 Pass 21.10 22.80 -1.70 1.66 1.65 1.02
2.23 0.02 0.37 1.35Sycamore Canyon 4/4/2017 9:54 9:56 Pass 11.10
17.16 -6.06 4.55 3.52 4.84 6.14 1.60 5.16 7.39Tall Grass Prairie
9/28/2017 10:05 10:02 Pass 24.40 27.85 -3.45 2.41 0.57 1.80 2.37
2.72 0.57 2.38TontoNationalMonument 5/9/2017 9:34 9:34 Pass 18.10
21.51 -3.41 0.92 2.11 1.60 1.61 0.24 1.24 3.79Viking Lake 9/29/2017
8:20 8:22 Pass 22.10 24.10 -2.00 3.00 4.29 4.14 1.93 1.13 0.59
1.88Weminuche 5/24/2017 8:18 8:10 Noted 18.10 22.10 -4.00 2.74 3.10
3.14 3.02 4.28 3.03 8.35White River 9/18/2017 12:06 12:06 Pass
16.50 16.58 -0.08 2.13 1.87 1.45 1.19 1.79 0.66 3.00
4.60 7.90 8.88 8.69 6.78 13.72 8.351.56 2.22 2.24 2.74 2.04 2.72
2.54
DATE/TIME TEMP
Sheet1
DATE/TIMETEMPA MODULEB MODULEC MODULED
MODULEModAOriModACycModBOriModBCycModCOriModCCycModDOri
SiteDATEAUDITIMPROVE< 5 minAUDITIMPROVE< 10
CAUDITORICYCAUDITORICYCAUDITORICYCAUDITORI%Diff%Diff%Diff%Diff%Diff%Diff%Diff
Aqua
Tibia4/20/178:278:24Pass28.3027.500.8022.9423.3123.2823.0222.9823.5722.8422.9123.3717.1817.311.601.490.172.400.312.330.78
Bondville9/14/178:348:34Pass22.2020.331.8722.8923.1223.2322.2422.8722.6222.0422.4222.7817.0116.981.011.472.851.731.723.350.20
Brigantine9/20/179:149:08Reset24.4024.80-0.4023.2223.3623.3022.9023.0622.4923.1123.5723.1417.0017.390.590.350.681.811.970.122.32
Cedar
Bluff9/29/178:037:55Reset19.4018.101.3022.8022.7323.5822.1922.5122.8221.9522.4122.5516.9016.730.293.431.432.832.112.750.98
Dolly
Sods9/18/178:088:08Pass17.3018.57-1.2722.9722.7622.7322.4422.4122.0322.5822.2022.2816.9016.590.931.040.131.841.681.341.84
Flat
Tops9/5/1717:0217:01Pass31.1032.90-1.8022.6522.6923.1922.9723.3023.3622.6922.9923.1715.7316.450.202.391.451.711.342.114.57
Frostburg
Reservoir9/19/1710:3310:31Pass28.1028.91-0.8123.4123.2523.1924.6222.4324.6923.1222.5322.9917.3617.080.680.958.880.272.560.581.63
Great Sand
Dunes4/30/1712:2712:25Pass13.5015.28-1.7822.0423.0522.5621.8623.0622.9823.4723.2622.9016.0317.064.602.365.495.100.892.456.45
Great Smoky
Mts9/26/1710:5010:51Pass26.6026.330.2722.8823.0723.1222.5622.6523.2722.7522.6822.6017.1217.070.841.040.423.130.300.660.32
Hance4/5/1710:2510:22Pass9.509.290.2122.4022.3823.3022.1022.3922.5421.9822.0622.9315.4716.480.074.001.322.000.374.326.55
Hercules
Glades5/24/178:388:37Pass15.0017.40-2.4022.0722.8223.1921.7922.7322.7921.0522.3222.0816.2216.893.385.084.334.606.034.884.15
Ikes
Backbone4/6/1711:1111:13Pass22.6020.801.8023.6923.2423.6323.2922.8423.1223.5722.8923.3517.3316.941.910.271.950.732.890.952.24
James River
Face9/22/177:537:56Pass20.7023.74-3.0422.7922.8422.9222.7922.9223.0022.5122.4122.3317.1117.010.200.590.570.920.460.820.59
Joshua
Tree5/5/177:167:12Pass25.8025.150.6523.1623.3022.7922.5822.9222.3523.1323.0223.3116.7517.040.591.601.521.030.450.791.75
Lake
Sugema9/13/1710:4510:44Pass28.1029.14-1.0422.9823.1523.0023.1223.5122.1221.8922.7722.2317.2017.220.750.091.684.314.011.550.14
Mamoth
Cave9/27/178:318:30Pass25.2022.922.2823.5123.0523.0423.7623.2222.7423.2322.8322.3517.2817.011.962.002.264.301.703.781.57
Meadview7/6/1711:3911:38Pass44.5046.53-2.0322.3023.1023.9922.5023.0224.4521.2022.6424.1116.5017.493.577.582.328.696.7813.725.98
Mesa
Verde5/24/1710:3810:38Pass26.2023.272.9322.3422.9323.1022.1222.9322.9921.5022.7722.3116.4217.122.643.423.673.925.893.784.24
Mingo, MO5/23/1710:3610:26Operator
Notified25.3029.26-3.9622.5122.9324.2922.7322.1123.8322.8122.5923.4317.0216.971.887.902.724.830.962.710.31
Mount
Zirkle9/21/1712:1212:12Pass15.6016.69-1.0922.7422.5922.3023.2423.2522.8923.5623.5123.2616.4516.670.651.930.041.520.221.251.36
Mount
Baldy5/11/1710:5410:48Reset15.1012.702.4022.5622.6722.5722.1122.4122.0222.4522.0821.7916.4716.640.510.041.360.411.632.931.06
Nebraska
NF9/11/179:089:07Pass24.6025.00-0.4022.7922.9221.7923.2623.0324.6022.9523.3824.1816.7817.030.594.371.005.761.895.371.47
Petrified
Forest4/3/178:488:48Pass12.7011.990.7122.9122.7023.2821.8822.6422.6621.8922.3522.6916.4816.780.921.633.483.542.103.671.84
Phoenix5/8/1710:5810:59Pass33.4029.264.1424.1623.4023.9523.9822.9224.2023.6122.7125.0417.6417.483.130.874.410.933.826.070.89
Quaker
City9/15/1710:1510:14Pass23.1022.330.7722.9122.9523.4122.9022.7222.3221.5022.4822.7016.8516.860.172.180.782.554.565.570.04
Rocky
Mountain8/4/1710:1110:11Pass21.4022.00-0.6022.8022.8022.9023.3023.0022.8023.1023.1022.2016.4017.000.000.441.292.150.003.903.66
San
Gorgonio4/21/178:448:43Pass26.3024.331.9723.7523.3623.4923.4023.0223.6923.4723.0323.2417.2517.091.631.071.631.221.881.000.92
Shenandoah9/21/179:209:20Pass22.4021.980.4223.2222.8022.9523.2922.6822.5722.6622.4122.8817.2716.791.811.152.633.091.090.982.75
Sierra
Ancha4/11/179:339:36Pass21.1022.80-1.7022.5122.8822.8822.7222.9523.2322.3722.3722.2916.6716.891.661.651.022.230.020.371.35
Sycamore
Canyon4/4/179:549:56Pass11.1017.16-6.0621.9622.9622.7321.2022.2322.5022.3722.7323.5215.6416.804.553.524.846.141.605.167.39
Tall Grass
Prairie9/28/1710:0510:02Pass24.4027.85-3.4522.6523.2022.7822.5923.0023.1322.0522.6522.1816.6217.012.410.571.802.372.720.572.38
TontoNationalMonument5/9/179:349:34Pass18.1021.51-3.4122.9923.2023.4723.0922.7223.4622.9523.0023.2416.7217.350.922.111.601.610.241.243.79
Viking
Lake9/29/178:208:22Pass22.1024.10-2.0022.5123.1823.4822.3323.2522.7622.3822.6322.5116.6316.943.004.294.141.931.130.591.88
Weminuche5/24/178:188:10Noted18.1022.10-4.0022.3122.9223.0021.7822.4622.4421.9222.8622.5815.7117.022.743.103.143.024.283.038.35
White
River9/18/1712:0612:06Pass16.5016.58-0.0822.1722.6422.5923.0622.7222.7923.3822.9623.2316.1916.682.131.871.451.191.790.663.00
Sheet2
DATE/TIMETEMPModAOriModACycModBOriModBCycModCOriModCCycModDOri
SiteDATEAUDITIMPROVE< 5 minAUDITIMPROVE< 10
C%Diff%Diff%Diff%Diff%Diff%Diff%Diff
Aqua
Tibia4/20/178:278:24Pass28.3027.500.801.601.490.172.400.312.330.78
Bondville9/14/178:348:34Pass22.2020.331.871.011.472.851.731.723.350.20
Brigantine9/20/179:149:08Reset24.4024.80-0.400.590.350.681.811.970.122.32
Cedar
Bluff9/29/178:037:55Reset19.4018.101.300.293.431.432.832.112.750.98
Dolly
Sods9/18/178:088:08Pass17.3018.57-1.270.931.040.131.841.681.341.84
Flat
Tops9/5/1717:0217:01Pass31.1032.90-1.800.202.391.451.711.342.114.57
Frostburg
Reservoir9/19/1710:3310:31Pass28.1028.91-0.810.680.958.880.272.560.581.63
Great Sand
Dunes4/30/1712:2712:25Pass13.5015.28-1.784.602.365.495.100.892.456.45
Great Smoky
Mts9/26/1710:5010:51Pass26.6026.330.270.841.040.423.130.300.660.32
Hance4/5/1710:2510:22Pass9.509.290.210.074.001.322.000.374.326.55
Hercules
Glades5/24/178:388:37Pass15.0017.40-2.403.385.084.334.606.034.884.15
Ikes
Backbone4/6/1711:1111:13Pass22.6020.801.801.910.271.950.732.890.952.24
James River
Face9/22/177:537:56Pass20.7023.74-3.040.200.590.570.920.460.820.59
Joshua
Tree5/5/177:167:12Pass25.8025.150.650.591.601.521.030.450.791.75
Lake
Sugema9/13/1710:4510:44Pass28.1029.14-1.040.750.091.684.314.011.550.14
Mamoth
Cave9/27/178:318:30Pass25.2022.922.281.962.002.264.301.703.781.57
Meadview7/6/1711:3911:38Pass44.5046.53-2.033.577.582.328.696.7813.725.98
Mesa
Verde5/24/1710:3810:38Pass26.2023.272.932.643.423.673.925.893.784.24
Mingo, MO5/23/1710:3610:26Operator
Notified25.3029.26-3.961.887.902.724.830.962.710.31
Mount
Zirkle9/21/1712:1212:12Pass15.6016.69-1.090.651.930.041.520.221.251.36
Mount
Baldy5/11/1710:5410:48Reset15.1012.702.400.510.041.360.411.632.931.06
Nebraska
NF9/11/179:089:07Pass24.6025.00-0.400.594.371.005.761.895.371.47
Petrified
Forest4/3/178:488:48Pass12.7011.990.710.921.633.483.542.103.671.84
Phoenix5/8/1710:5810:59Pass33.4029.264.143.130.874.410.933.826.070.89
Quaker
City9/15/1710:1510:14Pass23.1022.330.770.172.180.782.554.565.570.04
Rocky
Mountain8/4/1710:1110:11Pass21.4022.00-0.600.000.441.292.150.003.903.66
San
Gorgonio4/21/178:448:43Pass26.3024.331.971.631.071.631.221.881.000.92
Shenandoah9/21/179:209:20Pass22.4021.980.421.811.152.633.091.090.982.75
Sierra
Ancha4/11/179:339:36Pass21.1022.80-1.701.661.651.022.230.020.371.35
Sycamore
Canyon4/4/179:549:56Pass11.1017.16-6.064.553.524.846.141.605.167.39
Tall Grass
Prairie9/28/1710:0510:02Pass24.4027.85-3.452.410.571.802.372.720.572.38
TontoNationalMonument5/9/179:349:34Pass18.1021.51-3.410.922.111.601.610.241.243.79
Viking
Lake9/29/178:208:22Pass22.1024.10-2.003.004.294.141.931.130.591.88
Weminuche5/24/178:188:10Noted18.1022.10-4.002.743.103.143.024.283.038.35
White
River9/18/1712:0612:06Pass16.5016.58-0.082.131.871.451.191.790.663.00
4.607.908.888.696.7813.728.35
1.562.222.242.742.042.722.54
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SITE DATE Issues/Notes Follow upAqua Tibia 4/20/2017 All
PassBondville 9/14/2017 All PassBrigantine 9/20/2017 Reset Clock;
All flow checks pass; Did auditor training.Cedar Bluff 9/29/2017
Reset Clock; All flow checks passDolly Sods 9/18/2017 All PassFlat
Tops 9/5/2017 All PassFrostburg Reservoir 9/19/2017 Reset Clock
(for auditor training); All flow checks pass but the B module flow
rate is high; Did auditor training. Sample day.Great Sand Dunes
4/30/2017 All Pass. Tree needs trimming. Did auditor training.
XGreat Smoky Mts 9/26/2017 All PassHance 4/5/2017 Trees need to be
trimmed (southeast side). All modules passed but D flow rate is
8.5% and 7% off. XHercules Glades 5/24/2017 All pass.Ikes Backbone
4/6/2017 All Pass. James River Face 9/22/2017 Sample day - audited
on IMPROVE cassettes (all pass with very small differences in flow
rates).Joshua Tree 5/5/2017 All Pass.Lake Sugema 9/13/2017 Sample
day - audited on IMPROVE cassettes. Auditor training.Mamoth Cave
9/27/2017 All PassMeadview 7/6/2017 Module C cyc flow rate failed.
XMesa Verde 5/24/2017 All PassMingo, MO 5/23/2017 Time off. All
pass.Mount Zirkle 9/21/2017 All PassMount Baldy 5/11/2017 Reset
clock. All module flow rates passed.Nebraska NF 9/11/2017 All
PassPetrified Forest 4/3/2017 All pass.Phoenix 5/8/2017 All pass.
Did auditor training.Quaker City 9/15/2017 MaxOri failed (29.6 mv
should be > 33) All else passes. The sampler MaxOri all passed.
XRocky Mountain 8/4/2017 All pass. New controller works well for
audits.San Gorgonio 5/3/2017 All PassShenandoah 9/21/2017 All
PassSierra Ancha 4/11/2017 All PassSycamore Canyon 4/4/2017 All
PassTall Grass Prairie 9/28/2017 Reset Clock; All modules
passes.TontoNationalMonument 5/9/2017 All PassViking Lake 9/29/2017
Module C stack was not seated into the cyclone T properly. Sampler
stand moves (sways) too much. All modules passed. XXWeminuche
5/24/2017 Time off. All pass.White River 9/18/2017 All pass.
Sheet1
DATE/TIMETEMPA MODULEB MODULEC MODULED
MODULEModAOriModACycModBOriModBCycModCOriModCCycModDOri
SiteDATEAUDITIMPROVE< 5 minAUDITIMPROVE< 10
CAUDITORICYCAUDITORICYCAUDITORICYCAUDITORI%Diff%Diff%Diff%Diff%Diff%Diff%Diff
Aqua
Tibia4/20/178:278:24Pass28.3027.500.8022.9423.3123.2823.0222.9823.5722.8422.9123.3717.1817.311.601.490.172.400.312.330.78
Bondville9/14/178:348:34Pass22.2020.331.8722.8923.1223.2322.2422.8722.6222.0422.4222.7817.0116.981.011.472.851.731.723.350.20
Brigantine9/20/179:149:08Reset24.4024.80-0.4023.2223.3623.3022.9023.0622.4923.1123.5723.1417.0017.390.590.350.681.811.970.122.32
Cedar
Bluff9/29/178:037:55Reset19.4018.101.3022.8022.7323.5822.1922.5122.8221.9522.4122.5516.9016.730.293.431.432.832.112.750.98
Dolly
Sods9/18/178:088:08Pass17.3018.57-1.2722.9722.7622.7322.4422.4122.0322.5822.2022.2816.9016.590.931.040.131.841.681.341.84
Flat
Tops9/5/1717:0217:01Pass31.1032.90-1.8022.6522.6923.1922.9723.3023.3622.6922.9923.1715.7316.450.202.391.451.711.342.114.57
Frostburg
Reservoir9/19/1710:3310:31Pass28.1028.91-0.8123.4123.2523.1924.6222.4324.6923.1222.5322.9917.3617.080.680.958.880.272.560.581.63
Great Sand
Dunes4/30/1712:2712:25Pass13.5015.28-1.7822.0423.0522.5621.8623.0622.9823.4723.2622.9016.0317.064.602.365.495.100.892.456.45
Great Smoky
Mts9/26/1710:5010:51Pass26.6026.330.2722.8823.0723.1222.5622.6523.2722.7522.6822.6017.1217.070.841.040.423.130.300.660.32
Hance4/5/1710:2510:22Pass9.509.290.2122.4022.3823.3022.1022.3922.5421.9822.0622.9315.4716.480.074.001.322.000.374.326.55
Hercules
Glades5/24/178:388:37Pass15.0017.40-2.4022.0722.8223.1921.7922.7322.7921.0522.3222.0816.2216.893.385.084.334.606.034.884.15
Ikes
Backbone4/6/1711:1111:13Pass22.6020.801.8023.6923.2423.6323.2922.8423.1223.5722.8923.3517.3316.941.910.271.950.732.890.952.24
James River
Face9/22/177:537:56Pass20.7023.74-3.0422.7922.8422.9222.7922.9223.0022.5122.4122.3317.1117.010.200.590.570.920.460.820.59
Joshua
Tree5/5/177:167:12Pass25.8025.150.6523.1623.3022.7922.5822.9222.3523.1323.0223.3116.7517.040.591.601.521.030.450.791.75
Lake
Sugema9/13/1710:4510:44Pass28.1029.14-1.0422.9823.1523.0023.1223.5122.1221.8922.7722.2317.2017.220.750.091.684.314.011.550.14
Mamoth
Cave9/27/178:318:30Pass25.2022.922.2823.5123.0523.0423.7623.2222.7423.2322.8322.3517.2817.011.962.002.264.301.703.781.57
Meadview7/6/1711:3911:38Pass44.5046.53-2.0322.3023.1023.9922.5023.0224.4521.2022.6424.1116.5017.493.577.582.328.696.7813.725.98
Mesa
Verde5/24/1710:3810:38Pass26.2023.272.9322.3422.9323.1022.1222.9322.9921.5022.7722.3116.4217.122.643.423.673.925.893.784.24
Mingo, MO5/23/1710:3610:26Operator
Notified25.3029.26-3.9622.5122.9324.2922.7322.1123.8322.8122.5923.4317.0216.971.887.902.724.830.962.710.31
Mount
Zirkle9/21/1712:1212:12Pass15.6016.69-1.0922.7422.5922.3023.2423.2522.8923.5623.5123.2616.4516.670.651.930.041.520.221.251.36
Mount
Baldy5/11/1710:5410:48Reset15.1012.702.4022.5622.6722.5722.1122.4122.0222.4522.0821.7916.4716.640.510.041.360.411.632.931.06
Nebraska
NF9/11/179:089:07Pass24.6025.00-0.4022.7922.9221.7923.2623.0324.6022.9523.3824.1816.7817.030.594.371.005.761.895.371.47
Petrified
Forest4/3/178:488:48Pass12.7011.990.7122.9122.7023.2821.8822.6422.6621.8922.3522.6916.4816.780.921.633.483.542.103.671.84
Phoenix5/8/1710:5810:59Pass33.4029.264.1424.1623.4023.9523.9822.9224.2023.6122.7125.0417.6417.483.130.874.410.933.826.070.89
Quaker
City9/15/1710:1510:14Pass23.1022.330.7722.9122.9523.4122.9022.7222.3221.5022.4822.7016.8516.860.172.180.782.554.565.570.04
Rocky
Mountain8/4/1710:1110:11Pass21.4022.00-0.6022.8022.8022.9023.3023.0022.8023.1023.1022.2016.4017.000.000.441.292.150.003.903.66
San
Gorgonio5/3/178:448:43Pass26.3024.331.9723.7523.3623.4923.4023.0223.6923.4723.0323.2417.2517.091.631.071.631.221.881.000.92
Shenandoah9/21/179:209:20Pass22.4021.980.4223.2222.8022.9523.2922.6822.5722.6622.4122.8817.2716.791.811.152.633.091.090.982.75
Sierra
Ancha4/11/179:339:36Pass21.1022.80-1.7022.5122.8822.8822.7222.9523.2322.3722.3722.2916.6716.891.661.651.022.230.020.371.35
Sycamore
Canyon4/4/179:549:56Pass11.1017.16-6.0621.9622.9622.7321.2022.2322.5022.3722.7323.5215.6416.804.553.524.846.141.605.167.39
Tall Grass
Prairie9/28/1710:0510:02Pass24.4027.85-3.4522.6523.2022.7822.5923.0023.1322.0522.6522.1816.6217.012.410.571.802.372.720.572.38
TontoNationalMonument5/9/179:349:34Pass18.1021.51-3.4122.9923.2023.4723.0922.7223.4622.9523.0023.2416.7217.350.922.111.601.610.241.243.79
Viking
Lake9/29/178:208:22Pass22.1024.10-2.0022.5123.1823.4822.3323.2522.7622.3822.6322.5116.6316.943.004.294.141.931.130.591.88
Weminuche5/24/178:188:10Noted18.1022.10-4.0022.3122.9223.0021.7822.4622.4421.9222.8622.5815.7117.022.743.103.143.024.283.038.35
White
River9/18/1712:0612:06Pass16.5016.58-0.0822.1722.6422.5923.0622.7222.7923.3822.9623.2316.1916.682.131.871.451.191.790.663.00
Sheet2
DATE/TIMETEMPModAOriModACycModBOriModBCycModCOriModCCycModDOri
SiteDATEAUDITIMPROVE< 5 minAUDITIMPROVE< 10
C%Diff%Diff%Diff%Diff%Diff%Diff%Diff
Aqua
Tibia4/20/178:278:24Pass28.3027.500.801.601.490.172.400.312.330.78
Bondville9/14/178:348:34Pass22.2020.331.871.011.472.851.731.723.350.20
Brigantine9/20/179:149:08Reset24.4024.80-0.400.590.350.681.811.970.122.32
Cedar
Bluff9/29/178:037:55Reset19.4018.101.300.293.431.432.832.112.750.98
Dolly
Sods9/18/178:088:08Pass17.3018.57-1.270.931.040.131.841.681.341.84
Flat
Tops9/5/1717:0217:01Pass31.1032.90-1.800.202.391.451.711.342.114.57
Frostburg
Reservoir9/19/1710:3310:31Pass28.1028.91-0.810.680.958.880.272.560.581.63
Great Sand
Dunes4/30/1712:2712:25Pass13.5015.28-1.784.602.365.495.100.892.456.45
Great Smoky
Mts9/26/1710:5010:51Pass26.6026.330.270.841.040.423.130.300.660.32
Hance4/5/1710:2510:22Pass9.509.290.210.074.001.322.000.374.326.55
Hercules
Glades5/24/178:388:37Pass15.0017.40-2.403.385.084.334.606.034.884.15
Ikes
Backbone4/6/1711:1111:13Pass22.6020.801.801.910.271.950.732.890.952.24
James River
Face9/22/177:537:56Pass20.7023.74-3.040.200.590.570.920.460.820.59
Joshua
Tree5/5/177:167:12Pass25.8025.150.650.591.601.521.030.450.791.75
Lake
Sugema9/13/1710:4510:44Pass28.1029.14-1.040.750.091.684.314.011.550.14
Mamoth
Cave9/27/178:318:30Pass25.2022.922.281.962.002.264.301.703.781.57
Meadview7/6/1711:3911:38Pass44.5046.53-2.033.577.582.328.696.7813.725.98
Mesa
Verde5/24/1710:3810:38Pass26.2023.272.932.643.423.673.925.893.784.24
Mingo, MO5/23/1710:3610:26Operator
Notified25.3029.26-3.961.887.902.724.830.962.710.31
Mount
Zirkle9/21/1712:1212:12Pass15.6016.69-1.090.651.930.041.520.221.251.36
Mount
Baldy5/11/1710:5410:48Reset15.1012.702.400.510.041.360.411.632.931.06
Nebraska
NF9/11/179:089:07Pass24.6025.00-0.400.594.371.005.761.895.371.47
Petrified
Forest4/3/178:488:48Pass12.7011.990.710.921.633.483.542.103.671.84
Phoenix5/8/1710:5810:59Pass33.4029.264.143.130.874.410.933.826.070.89
Quaker
City9/15/1710:1510:14Pass23.1022.330.770.172.180.782.554.565.570.04
Rocky
Mountain8/4/1710:1110:11Pass21.4022.00-0.600.000.441.292.150.003.903.66
San
Gorgonio4/21/178:448:43Pass26.3024.331.971.631.071.631.221.881.000.92
Shenandoah9/21/179:209:20Pass22.4021.980.421.811.152.633.091.090.982.75
Sierra
Ancha4/11/179:339:36Pass21.1022.80-1.701.661.651.022.230.020.371.35
Sycamore
Canyon4/4/179:549:56Pass11.1017.16-6.064.553.524.846.141.605.167.39
Tall Grass
Prairie9/28/1710:0510:02Pass24.4027.85-3.452.410.571.802.372.720.572.38
TontoNationalMonument5/9/179:349:34Pass18.1021.51-3.410.922.111.601.610.241.243.79
Viking
Lake9/29/178:208:22Pass22.1024.10-2.003.004.294.141.931.130.591.88
Weminuche5/24/178:188:10Noted18.1022.10-4.002.743.103.143.024.283.038.35
White
River9/18/1712:0612:06Pass16.5016.58-0.082.131.871.451.191.790.663.00
4.607.908.888.696.7813.728.35
1.562.222.242.742.042.722.54
Sheet3
SITEDATEIssues/NotesFollow up
Aqua Tibia4/20/17All Pass
Bondville9/14/17All Pass
Brigantine9/20/17Reset Clock; All flow checks pass; Did auditor
training.
Cedar Bluff9/29/17Reset Clock; All flow checks pass
Dolly Sods9/18/17All Pass
Flat Tops9/5/17All Pass
Frostburg Reservoir9/19/17Reset Clock (for auditor training);
All flow checks pass but the B module flow rate is high; Did
auditor training. Sample day.
Great Sand Dunes4/30/17All Pass. Tree needs trimming. Did
auditor training.X
Great Smoky Mts9/26/17All Pass
Hance4/5/17Trees need to be trimmed (southeast side). All
modules passed but D flow rate is 8.5% and 7% off.X
Hercules Glades5/24/17All pass.
Ikes Backbone4/6/17All Pass.
James River Face9/22/17Sample day - audited on IMPROVE cassettes
(all pass with very small differences in flow rates).
Joshua Tree5/5/17All Pass.
Lake Sugema9/13/17Sample day - audited on IMPROVE cassettes.
Auditor training.
Mamoth Cave9/27/17All Pass
Meadview7/6/17Module C cyc flow rate failed.X
Mesa Verde5/24/17All Pass
Mingo, MO5/23/17Time off. All pass.
Mount Zirkle9/21/17All Pass
Mount Baldy5/11/17Reset clock. All module flow rates passed.
Nebraska NF9/11/17All Pass
Petrified Forest4/3/17All pass.
Phoenix5/8/17All pass. Did auditor training.
Quaker City9/15/17MaxOri failed (29.6 mv should be > 33) All
else passes. The sampler MaxOri all passed.X
Rocky Mountain8/4/17All pass. New controller works well for
audits.
San Gorgonio5/3/17All Pass
Shenandoah9/21/17All Pass
Sierra Ancha4/11/17All Pass
Sycamore Canyon4/4/17All Pass
Tall Grass Prairie9/28/17Reset Clock; All modules passes.
TontoNationalMonument5/9/17All Pass
Viking Lake9/29/17Module C stack was not seated into the cyclone
T properly. Sampler stand moves (sways) too much. All modules
passed.XX
Weminuche5/24/17Time off. All pass.
White River9/18/17All pass.
-
Auditor Training
• Rewrote auditor training presentation – put it on the web
• Updated the TSA form (streamlined it) - slightly better
operator return rate
• Auditor Training – NMFS; CDPHE; AZDEQ; MDNR; State of MD; EPA
Region 2
-
Identification of physically unreasonable data
-
Mass > 2 Ratio > 2 Year > 2000
-
Date SiteCode RCFM FM TM Nit SS Soil SO4 S EC OC12/29/2004 ADPI1
31.00 11.51 14.34 2.28 NA 0.60 4.00 1.22 1.02 15.2912/30/2005 AGTI1
15.80 7.76 24.56 6.21 0.13 2.94 1.15 0.30 0.92 1.42
4/23/2010 AGTI1 7.01 2.76 7.62 3.34 0.16 0.19 0.46 0.18 0.19
0.792/10/2014 AGTI1 7.09 3.39 7.29 3.29 0.08 0.15 0.54 0.20 0.20
0.89
2/6/2008 BADL1 4.91 2.31 4.19 0.52 0.00 0.38 0.76 0.28 0.00
1.503/4/2007 BIRM1 7.20 3.52 5.66 0.43 0.02 0.26 1.12 0.40 0.54
2.32
1/13/2012 BIRM1 11.07 3.89 8.72 0.39 0.15 0.46 0.40 0.12 3.43
3.341/28/2012 BIRM1 15.31 7.57 12.70 0.43 0.34 0.74 0.93 0.39 3.53
4.7410/7/2005 BOND1 7.79 3.25 3.94 0.80 0.04 0.25 1.42 0.49 0.57
2.1610/4/2009 BOND1 6.19 2.44 5.03 0.17 0.04 1.30 0.54 0.83 0.13
0.59
9/6/2011 BOWA1 126.81 38.41 47.75 1.20 0.25 0.16 1.73 0.16 3.50
67.0612/23/2015 CACR1 4.74 2.10 6.55 0.11 0.00 0.41 0.43 0.14 0.54
1.7010/24/2008 CEBL1 5.96 2.42 3.86 0.32 0.00 0.14 1.04 0.37 0.13
2.08
1/5/2010 CEBL1 11.92 4.51 18.25 6.92 0.00 0.51 2.56 0.24 0.18
0.743/5/2009 COGO1 8.23 2.32 3.55 0.31 0.41 0.12 0.29 0.11 0.34
3.613/8/2009 COGO1 7.77 2.38 3.26 0.35 0.78 0.07 0.31 0.13 0.24
3.16
5/17/2006 COHI1 9.78 4.57 6.23 0.07 0.00 0.13 2.24 0.86 1.00
2.795/20/2006 COHI1 7.30 2.30 5.18 0.04 0.00 0.13 1.02 0.42 0.45
2.73
2/6/2005 CORI1 9.39 2.52 4.21 0.65 0.11 0.16 0.33 0.14 1.31
3.554/13/2005 CORI1 8.32 2.12 8.72 0.28 0.11 0.24 0.27 0.10 0.30
3.82
11/15/2005 CORI1 13.32 5.44 8.43 0.81 0.03 1.16 0.33 0.13 0.91
5.3411/21/2005 CORI1 4.18 2.03 2.65 1.24 0.00 0.46 0.25 0.10 0.23
0.8411/24/2005 CORI1 4.46 2.16 5.09 1.82 0.00 0.71 0.28 0.10 0.09
0.49
3/2/2009 CORI1 7.50 3.59 5.20 2.81 0.00 0.58 0.93 0.37 0.33
0.809/27/2011 CORI1 5.03 2.42 10.77 0.20 0.54 0.53 0.27 0.11 0.37
1.61
12/23/2012 CORI1 4.22 2.08 2.61 1.59 0.03 0.12 0.35 0.12 0.26
0.702/5/2015 CORI1 6.06 2.86 4.05 3.19 0.04 0.14 0.23 0.09 0.29
0.62
1/19/2005 CRMO1 4.58 2.08 2.23 1.82 0.03 0.09 0.61 0.25 0.13
0.529/11/2014 CRMO1 6.17 2.52 8.09 0.03 0.01 0.68 0.18 0.08 0.29
2.69
11/13/2006 DENA1 7.63 2.95 3.76 0.21 1.51 0.08 0.55 0.21 0.06
2.691/10/2001 DEVA1 4.51 2.08 10.03 2.64 NA 0.09 0.32 0.09 0.10
0.40
1/1/2005 DOSO1 14.52 7.19 7.99 0.30 0.08 0.04 3.64 1.43 0.44
4.27
outlier
dateDayMonthYearSiteCodeRCFMFMTMNitSSSoilSO4SECOCVNiKSrCuPbZnMnRbMGZrArsSeBr
12/29/0429122004ADPI131.0049911.513214.34362.2752NA0.603273.99761.224311.015215.28660.000660.000280.053450.000240.000950.003160.012329.00E-040.000260000.003060.00458
12/30/0530122005AGTI115.80077.761124.55686.20850.12962.936151.15340.303280.92091.41890.002244.00E-040.104070.001550.002640.001540.005120.004630.000390.0620701.00E-040.000190.00223
4/23/102342010AGTI17.01162.75967.62233.34040.156960.193440.45850.178150.18910.79340.000390.000170.014580.000180.001210.001070.002230.000588.00E-050.016970.0002200.000170.00227
2/10/141022014AGTI17.088673.39097.2913.28670.076860.150960.53830.198310.20440.88811.00E-045.00E-050.016760.000150.005250.000650.004390.00013-0.000190.002780.001630.00015-0.000120.00215
2/6/08622008BADL14.908392.31214.18580.52153.00E-040.379390.75860.281780.0011.49590.000181.00E-040.016390.000490.000180.000470.001130.000536.00E-0506.00E-0500.000110.00063
3/4/07432007BIRM17.204253.52465.66010.43080.019620.262741.11820.400340.54022.31920.000166.00E-050.02290.000370.000530.002840.007070.000740.0001100.000550.000160.000160.00173
1/13/121312012BIRM111.074723.89498.71860.39310.153720.45840.3970.124683.43033.33940.000120.000130.026533.00E-040.003720.00950.165070.003910.000140.021640.0004600.000130.00158
1/28/122812012BIRM115.312447.573612.70270.4280.344340.739020.93040.390343.53414.74040.000152.00E-040.051760.000740.006050.00680.041630.004788.00E-050.018630.000920.001660.000240.00707
10/7/057102005BOND17.790033.24973.93790.80130.04320.246161.42070.489030.57022.15533.00E-050.000180.013190.000230.000380.0010.003920.0009500.009400.000120.000360.00067
10/4/094102009BOND16.188482.4435.0260.17330.037621.300520.53950.830470.1310.59450.000510.000160.066390.000660.000820.002080.005180.002140.000220.0204803.00E-040.001080.00145
9/6/11692011BOWA1126.8083638.410847.74961.19580.252360.155111.73380.156753.49867.0636.00E-05-3.00E-050.045930.000230.000390.001090.002210.00074-4.00E-05-0.002290.0007300.000210.00119
12/23/1523122015CACR14.736762.10056.54540.10580.000950.412110.4280.14130.53861.70329.00E-055.00E-050.022031.00E-040.000422.00E-050.001220.00088-0.00017-0.00024-0.0009900.000220.00062
10/24/0824102008CEBL15.960612.41683.86290.31780.000230.138161.04170.370930.12992.08463.00E-0500.007951.00E-0400.000530.001281.00E-048.00E-050.010120.0001600.000190.00045
1/5/10512010CEBL111.916084.50518.25496.92460.000280.511822.56470.235340.17660.73550.0002300.016964.00E-040.000250.000240.001540.000377.00E-050.00532000.000220.00052
3/5/09532009COGO18.233752.31873.54820.31150.413640.122790.28870.111240.33613.61140.000132.00E-040.021180.000170.000560.000630.003840.002539.00E-050.0118500.000180.000130.00079
3/8/09832009COGO17.771112.38093.25820.3510.77760.071050.31340.131940.24393.15641.00E-0400.023740.000310.000180.000470.001580.000170.000140.0179503.00E-0400.00222
5/17/061752006COHI19.782394.56816.23250.06620.000330.129222.24040.85971.00442.78710.000312.00E-040.012560.000170.000530.00210.003120.000380.000120.0117803.00E-040.000430.00068
5/20/062052006COHI17.302312.30165.17740.04130.000280.126351.01850.424320.45432.73210.0001200.011480.000160.000280.000440.001710.000397.00E-05000.000320.000160.00054
2/6/05622005CORI19.389462.52354.21390.65080.111240.158690.33170.14041.30583.552800.000290.041850.000260.000420.001780.003560.000480.000160.023610000.00154
4/13/051342005CORI18.322812.11668.72090.2840.112680.242520.27290.103250.29973.81980.0001200.022961.00E-040.000640.001180.004340.000650.0001200000.00128
11/15/0515112005CORI113.320725.44418.42680.81470.033121.164310.33240.13420.90755.33962.00E-0400.059750.000460.000570.001080.005230.002110.00013000.0001600.00081
11/21/0521112005CORI14.183532.0342.64681.23870.000270.455280.2470.095810.23130.83530.000160.000390.019020.000160.000360.001560.004160.000840000.0001700.00023
11/24/0524112005CORI14.461622.16185.08511.82060.000290.705930.27550.103390.09420.49230.0001300.017460.000230.000250.000470.001110.0012000000.00025
3/2/09232009CORI17.497673.58885.2022.81263.00E-040.575970.93360.370630.33330.79500.000420.01890.000340.006220.000710.002870.0010600.0103208.00E-049.00E-050.00096
9/27/112792011CORI15.029852.421710.76730.19610.543240.531640.26760.105460.36791.61064.00E-05-6.00E-050.020720.000470.000115.00E-050.000510.00097-0.000120.0363-0.000550.000210.000117.00E-04
12/23/1223122012CORI14.216412.07812.61351.58920.028980.121020.35170.123410.25520.69560.00012-1.00E-050.027481.00E-050.000180.000650.001460.000150.000120.00021-0.0003400.000190.00074
2/5/15522015CORI16.060812.85724.05453.19110.044460.143190.22830.087510.28650.6162-2.00E-0500.01154-0.000160.00028-1.00E-050.00290.001010.000210.00026-0.000560.00082-0.000117.00E-04
1/19/051912005CRMO14.579452.07512.22621.82280.032760.086450.60910.25110.1320.5228000.008334.00E-050.000190.000610.001220.0002400000.000140.00415
9/11/141192014CRMO16.170882.51518.08860.03380.01440.676320.18130.076810.2862.68541.00E-051.00E-040.023550.00069-1.00E-050.000460.000340.001369.00E-050.005960.000240-1.00E-050.00077
11/13/0613112006DENA17.632292.95193.76460.21251.51470.075140.55240.211410.05842.68770.0001400.026110.000430.000340.000440.001250.0002400.07655004.00E-050.00159
1/10/011012001DEVA14.513252.083310.03092.6441NA0.092120.31620.085740.09810.3989000.00667000.000150.000680.0020900000.000140.00092
1/1/05112005DOSO114.515587.19497.98790.30030.084780.038473.63951.427340.4364.26738.00E-040.000210.02989.00E-050.000460.001350.002990.0007200.00989000.000710.00268
11/16/0616112006DOSO14.52172.09572.80580.37611.060740.070170.86020.320060.16860.787100.000120.011798.00E-052.00E-040.000720.001110.0002600000.000649.00E-04
10/31/0531102005DOUG112.56932.346926.81510.14950.02078.704341.29660.473030.38310.73170.001540.000260.268370.003920.010710.004130.009820.007820.00112000.0020.000670.00341
5/12/031252003EVER1226.02650.117172.86480.8205NA0.062581.82620.092166.5504155.6965.00E-0500.006630.000150.0017500.000750.0010100.0327600.0001200.00115
1/21/152112015FOPE14.46062.16123.08031.26610.014220.112890.50880.185490.16460.98360.000120.000140.024010.000230.000290.000320.001470.00055-0.000110.005684.00E-0500.000230.00098
4/23/102342010FRES112.271864.748214.57594.28270.025561.981411.09670.125050.48512.07740.000677.00E-050.065650.00120.002620.000570.004190.002580.000290.032240.000422.00E-041.00E-040.00055
12/16/1416122014FRRE15.926962.88956.12210.72040.039780.136341.76920.672560.33110.95349.00E-058.00E-050.031014.00E-050.000450.002690.003420.00077-0.000110.005620.000650.000740.000670.00173
9/17/061792006GLAC17.390333.16064.20320.10860.021960.124510.38330.166450.23833.4327000.025521.00E-040.000390.000330.001430.001216.00E-0504.00E-050.000225.00E-050.00048
9/3/07392007GRBA14.759672.3484.41810.05130.000250.402070.6360.240470.06951.79439.00E-056.00E-050.021820.000230.000530.000477.00E-040.000510.000150008.00E-050.00191
8/19/041982004GRCA25.350532.5063.79520.0987NA0.319030.79660.25850.31422.51690.000320.000130.018570.000220.000190.000210.000960.000319.00E-050.0093900.000120.000190.00187
4/3/07342007GRCA281.9973224.388438.64570.5230.047520.775440.49410.149637.146140.40910.000240.000110.05136.00E-040.000340.001030.004030.000980.0001900.000160.000167.00E-050.00434
5/13/051352005GRRI110.5165.00259.21964.79720.09720.259541.56340.56870.33220.71820.000190.000170.027962.00E-040.000970.003170.006180.00190.00013000.000330.000770.00159
9/25/092592009HALE17.657382.80145.51220.18480.36450.23210.54680.214910.58522.97262.00E-040.000190.163370.000252.00E-0400.000580.000370.00023000.000125.00E-050.00157
2/4/10422010HECA14.689652.25262.64342.130.000230.086820.47310.188010.11780.53424.00E-0500.0070300.000150.000430.001211.00E-0400002.00E-040.00128
12/7/027122002JOSH16.99212.86917.36793.3618NA0.330480.37020.131460.36121.01530.001080.000220.028920.000260.000760.001120.002990.000815.00E-05000.000122.00E-040.00193
8/4/04482004LABE113.423463.85188.33330.1171NA0.715490.75220.262930.82917.60230.0003300.038430.000293.00E-040.001050.002070.001030.000250000.000210.00142
10/15/0815102008LAVO1122.0395657.184869.46230.60880.036560.374070.66090.17534.289164.351000.036150.000180.000160.000140.001463.00E-0400.0160600.000234.00E-050.00108
6/26/152662015LAVO16.167632.905116.6550.14350.004641.079070.54470.218950.23042.0918-3.00E-058.00E-050.044790.000610.000490.000210.001730.00201-0.000160.02415-9.00E-050.00016-3.00E-050.00229
10/24/0724102007LIVO17.565633.1466.89332.3781.968480.132790.83590.235650.22930.66418.00E-0500.027640.000120.000860.002750.02540.00120.00011000.000380.000570.00123
12/13/0613122006MACA115.6936.952410.70163.85552.60280.36592.49180.880910.63431.93480.000540.000270.050990.000290.001480.001680.008340.001277.00E-05000.000330.000730.00284
1/14/141412014MACA14.763072.37654.24781.83570.001490.161430.52060.19420.23870.66247.00E-050.000110.025580.000530.004180.000690.005980.001433.00E-050.004062.00E-050.000320.000380.00142
2/17/031722003MEAD18.726124.20245.87614.2101NA0.142961.25350.388470.21480.95350.0003400.008480.000330.000210.000870.00160.0001700.01355006.00E-040.00137
2/27/052722005MEAD16.526782.13872.17620.08750.000220.172550.40490.179670.36372.85350.0002200.007560.0002500.000610.001120.0003200000.000260.00108
2/24/132422013MELA14.728182.16524.77412.37920.000310.208590.47970.178380.07440.35550.00015-9.00E-050.013260.000159.00E-050.001140.001867.00E-050.000310.003380.001580.000163.00E-050.00119
3/11/091132009MING18.368883.16455.70850.68170.033574.04871.24550.710180.07560.22347.00E-048.00E-040.114910.00120.002460.001860.010750.006160.000490.0695600.000210.000670.00422
5/12/041252004MOMO132.5285312.122314.3330.131NA1.076365.87611.962420.954115.88150.004640.002940.040650.000520.000670.002290.005020.001160.00033000.000420.001020.00235
1/4/05412005MOMO15.121862.09442.76060.3350.021240.022330.79660.307510.16521.78470.000694.00E-040.012699.00E-050.000290.000540.001930.0001500.0103600.000240.000150.00074
10/12/0812102008MOOS14.181522.05653.81340.0210.000280.255470.38180.703140.0730.51910.001610.000640.023470.000250.000790.002050.004160.000569.00E-050.016440.0001100.000480.00207
3/21/102132010NOCH1119.1998438.379356.05590.61290.060841.68720.4310.15255.594561.3544000.12660.000990.000290.000490.004980.001560.000190.0404600.0003400.00204
3/2/05232005PEFO19.711843.04443.91670.10480.636346.020890.58840.492460.19520.38490.006470.001660.199290.001370.001060.001380.005390.006930.001310000.000380.00236
4/13/091342009PHOE113.322566.207816.21573.96111.978561.30081.74660.291410.50731.79110.001021.00E-040.051830.001230.007460.002270.005560.00230.000240.023185.00E-040.000790.000460.00324
5/21/112152011PHOE15.637282.591319.83770.38210.11341.304970.62110.245610.47331.24424.00E-057.00E-050.086540.002540.001475.00E-050.006060.00298-5.00E-050.02862-0.0002600.000140.00478
3/7/15732015PINN17.570373.644512.30490.19330.089280.844320.40040.148630.81552.7549-2.00E-050.000170.125660.000580.00160.001590.006910.000930.000130.023270.000970.001511.00E-050.00226
7/18/051872005PORE19.062693.10353.8750.10150.27630.021491.39040.565770.09523.44720.001550.000560.010390.0001200.000530.000644.00E-05000.0001500.000260.00049
1/20/102012010PORE112.54625.288413.93450.923610.0220.097352.2140.213980.00750.19180.0001500.041790.001098.00E-050.000260.000160.000117.00E-050.15722009.00E-050.00425
11/21/0921112009PRIS16.102223.01813.69460.38130.000380.610221.46190.536990.3031.37870.000630.000330.107290.000490.000580.001620.011730.001242.00E-0400.000220.000480.000160.00244
10/11/1011102010RAFA111.323024.42098.01850.45466.895620.342560.73690.292870.13681.19640.000220.000140.021733.00E-040.003260.000880.000930.0004500.01787000.000330.00241
5/23/142352014ROMO16.307592.70994.45810.70740.02970.386910.6150.237450.2422.08722.00E-050.000110.02050.000180.000660.000670.000937.00E-04-1.00E-040.010250.0004203.00E-040.00157
5/26/142652014ROMO15.879032.2793.16950.26430.023760.410790.38860.153540.24272.34861.00E-040.000170.017210.000430.000269.00E-050.000530.000340.000180.006550.0010100.000430.00084
1/13/041312004SACR114.604482.41422.42651.8814NA9.080290.57590.431060.2160.78790.000710.000170.245110.006770.000720.001270.004410.008430.001020.178312.00E-0400.000280.00237
11/14/0314112003SAGU112.842666.31049.72226.0413NA0.396581.52310.47110.48661.58780.000380.000120.029650.000140.001050.000830.004220.0009900.0550600.000260.000420.00255
11/17/0317112003SAGU16.764343.23077.31433.1416NA0.281960.63860.219910.28960.88070.000460.000170.023420.000240.000560.001080.004080.0008200000.000230.00196
3/1/08132008SAMA153.4853826.259631.46951.1880.526680.283812.01530.702743.38224.92310.000152.00E-040.184670.000180.001210.001030.00580.000690.000250.0095400.00110.000620.01165
9/12/041292004SAPE17.319543.29726.65680.1003NA0.622470.9660.324890.16683.61480.000290.000110.019590.000250.000330.000350.001230.000542.00E-04000.000330.000350.00186
10/30/0430102004SAWE18.985983.88897.23214.2133NA0.365150.77970.302230.40991.09222.00E-0400.0254600.002980.002160.003680.000730.0002500.000110.000570.001330.00209
1/7/05712005SAWE17.466132.82256.20673.29150.151020.543230.34130.135860.39330.87340.000370.000120.032930.000340.002160.001710.004240.001030.000140000.000520.00154
2/13/101322010SAWE16.445822.88737.83252.6670.000270.448450.54780.230350.28060.73660.0002700.025170.000210.003960.002870.003330.0006300.0098600.000430.000470.00186
2/12/131222013SAWE14.656322.0613.9511.88540.041940.257260.46860.165750.15980.6008-4.00E-053.00E-050.019110.000230.000710.000810.001490.00055-1.00E-040.00428-0.0002401.00E-050.00148
8/29/012982001SAWT121.112838.680611.0860.0575NA0.668040.39070.16533.295611.7094000.076785.00E-040.000130.000540.003510.001970.0001800000.00136
5/3/08352008SAWT18.802292.81883.80310.06560.000291.056990.32640.119670.3643.77939.00E-050.000190.038160.000580.000250.000550.001350.001441.00E-040.029110000.00108
1/17/101712010SAWT125.931022.23152.14120.04610.000220.193540.10310.039191.107113.56066.00E-0500.00780.000110.000250.000260.000620.0001800.008800.0001300.00059
4/17/101742010SAWT16.140112.87294.16630.19110.000321.056350.54150.284050.15811.94840.0001300.034930.000440.000290.000760.001790.0011400.0285100.000427.00E-050.00152
5/17/101752010SAWT16.872112.56855.12770.07810.000260.592740.56040.211672.80751.40830.0001200.019530.000220.000240.000510.001370.000690001.00E-0400.00216
6/28/102862010SAWT17.028712.57515.79590.0170.000220.322350.19530.078650.14333.45367.00E-0500.011730.000192.00E-040.000510.000520.000489.00E-050006.00E-050.00133
7/28/022872002SEQU112.634963.21186.38250.5934NA0.94761.89850.723550.55915.27010.000930.000190.089410.000450.003030.000990.003970.001480.00036000.000230.000730.00562
5/21/032152003SHEN16.920333.24484.44940.2483NA0.033191.12210.346950.6463.20691.00E-0400.011170.000140.000350.000390.0010200.000120.04961000.000350.00097
8/7/04782004SHEN118.355367.967513.63480.1NA1.107339.94263.223790.52322.35550.000197.00E-050.034350.000170.001520.0020.005780.001340.000220000.001490.00266
11/20/0720112007SHMI14.31442.14747.00630.05790.000321.225620.20970.079770.3171.31540.0003800.030550.000510.000410.000830.00170.00160.000150000.000180.00162
6/12/051262005SIPS17.714942.50064.98240.51714.39290.067281.12710.302230.090.6959.00E-0500.021580.000160.000150.000370.001260.000590.000110000.000190.00045
1/5/10512010SIPS16.265172.9368.30611.93580.000310.346040.95810.375020.21940.91966.00E-0400.042540.000330.000860.002730.005940.001060.000220.01225000.000530.00209
9/24/042492004SNPA16.153962.47586.29080.067NA0.177410.42950.115480.31163.64440.0001300.013110.000140.000280.000620.001270.000368.00E-05000.000210.000220.00084
1/3/11312011SWAN15.590812.5574.66920.23430.030420.177350.81290.98070.09670.52150.001550.000650.037731.00E-050.001180.001720.008370.00075-0.000350.003450.000550.000910.000920.0035
5/25/052552005THRO14.982232.2335.68180.06120.000260.23640.80040.288040.11571.86824.00E-0500.009578.00E-0500.000330.000840.0004200000.000520.00097
11/17/0317112003TONT17.570063.75126.7393.5881NA0.247030.71080.244470.30960.98310.000341.00E-040.017090.000140.000630.001250.003460.0008200.0217600.000110.000340.00196
7/6/09672009ULBE17.81973.894623.44180.05250.000270.93240.54950.22530.15373.18680.0003600.034240.000760.000360.000570.003080.001030.0002300.0003800.000730.00118
3/15/101532010VILA17.137153.05368.21241.87310.062640.193762.38410.810210.20290.51080.0001700.0199300.000370.002030.004830.000360.000150.0079400.000260.000590.0016
6/15/051562005WHIT15.671722.24412.92730.13120.029160.806091.95950.681950.18540.92716.00E-0400.055170.000460.000430.001030.001250.001161.00E-040.009616.00E-0500.000130.00251
10/9/049102004WICA18.115983.29427.40460NA0.695200.164471.84013.501600.000130.028790.000692.00E-040.000430.001860.000610.00028000.000180.000170.00236
3/10/151032015WIMO15.198462.45954.21042.14060.082980.224970.58540.193890.13630.66280.000140.000230.02410.000260.000870.000240.001620.000610.000150.012210.0001402.00E-040.00137
Sheet1
DateSiteCodeRCFMFMTMNitSSSoilSO4SECOC
12/29/04ADPI131.0011.5114.342.28NA0.604.001.221.0215.29
12/30/05AGTI115.807.7624.566.210.132.941.150.300.921.42
4/23/10AGTI17.012.767.623.340.160.190.460.180.190.79
2/10/14AGTI17.093.397.293.290.080.150.540.200.200.89
2/6/08BADL14.912.314.190.520.000.380.760.280.001.50
3/4/07BIRM17.203.525.660.430.020.261.120.400.542.32
1/13/12BIRM111.073.898.720.390.150.460.400.123.433.34
1/28/12BIRM115.317.5712.700.430.340.740.930.393.534.74
10/7/05BOND17.793.253.940.800.040.251.420.490.572.16
10/4/09BOND16.192.445.030.170.041.300.540.830.130.59
9/6/11BOWA1126.8138.4147.751.200.250.161.730.163.5067.06
12/23/15CACR14.742.106.550.110.000.410.430.140.541.70
10/24/08CEBL15.962.423.860.320.000.141.040.370.132.08
1/5/10CEBL111.924.5118.256.920.000.512.560.240.180.74
3/5/09COGO18.232.323.550.310.410.120.290.110.343.61
3/8/09COGO17.772.383.260.350.780.070.310.130.243.16
5/17/06COHI19.784.576.230.070.000.132.240.861.002.79
5/20/06COHI17.302.305.180.040.000.131.020.420.452.73
2/6/05CORI19.392.524.210.650.110.160.330.141.313.55
4/13/05CORI18.322.128.720.280.110.240.270.100.303.82
11/15/05CORI113.325.448.430.810.031.160.330.130.915.34
11/21/05CORI14.182.032.651.240.000.460.250.100.230.84
11/24/05CORI14.462.165.091.820.000.710.280.100.090.49
3/2/09CORI17.503.595.202.810.000.580.930.370.330.80
9/27/11CORI15.032.4210.770.200.540.530.270.110.371.61
12/23/12CORI14.222.082.611.590.030.120.350.120.260.70
2/5/15CORI16.062.864.053.190.040.140.230.090.290.62
1/19/05CRMO14.582.082.231.820.030.090.610.250.130.52
9/11/14CRMO16.172.528.090.030.010.680.180.080.292.69
11/13/06DENA17.632.953.760.211.510.080.550.210.062.69
1/10/01DEVA14.512.0810.032.64NA0.090.320.090.100.40
1/1/05DOSO114.527.197.990.300.080.043.641.430.444.27
-
Future Work
• Follow up on sampler stand integrity • Follow up on tree
trimming • Two audit trips (spring and fall) • Make a video of
IMPROVE sampler audit • Continue evaluation of physically
unreasonable data points for RHR
IMPROVE Network QA/QC�Results from field audits and initial work
on identification of physically unreasonable dataPresentation
OverviewReview of 2016 GoalsSlide Number 4Slide Number 5Slide
Number 6Slide Number 7Slide Number 8Slide Number 9Slide Number
10Auditor TrainingSlide Number 12Slide Number 13Slide Number
14Slide Number 15Future Work