jim bachhuber ph earth tech module 5h: city wide application of winslamm

16
Jim Bachhuber PH Earth Tech Module 5h: City Wide Application of WinSLAMM

Upload: tabitha-lyons

Post on 20-Jan-2018

216 views

Category:

Documents


0 download

DESCRIPTION

City-Wide WinSLAMM Application Example: Racine, WI Challenge:  Population: 81,800  City Area: 16 square miles  Outfalls: 97  Subbasins: 245

TRANSCRIPT

Jim Bachhuber PH

Earth Tech

Module 5h: City Wide Application of WinSLAMM

City-Wide WinSLAMM Application

Purpose:

Establish Base or No Controls Urban Pollution Loads Analyze the Effect of Existing BMPs on the Base LoadIdentify High Priority Areas to Focus ManagementDetermine Cost Effective Best Management Practices

City-Wide WinSLAMM Application

Example: Racine, WI

Challenge:

Population: 81,800 City Area: 16 square miles Outfalls: 97 Subbasins: 245

City-Wide WinSLAMM Application

Example: Racine, WI

Choice #1:

Create a *.dat file for each of the 245 subbasins

Example of one subbasin:

City-Wide WinSLAMM Application

Or

Land Use

swales

curb & gutter

sweep 1/wk

sweep 2/yr

sandy

clayey

City-Wide WinSLAMM Application

Choice #2:

Create Unit Area Loading Database with 4 variables:

Land use (26 combinations of LU & roof connections)

Soils (2)

Drainage Type (2)

Management Practices (15 combinations)

1,560 Potential Combinations

Conducting Pollution Loading Analysis on Entire City Racine, WI

750

Unit area loading database

Mke69_lookup_table_2

FileRunoffSSDSTSPart_PhDiss_PhTotal_PhPart_CuDiss_CuTotal_CuPart_PBDiss_PBTotal_PBPart_ZNDiss_ZNTotal_ZNDiss_Cad

AAG019443198,6594,82413,48326.816.743.520.24310.30940.55250.9390.081671.0211.8733.2265.0998.758

AAG029443198,4024,68113,08326.216.342.930.23430.30940.54370.91980.081671.0011.7973.2265.0238.758

AAG039443198,5014,73613,23726.516.543.160.23770.30940.54710.92720.081671.0091.8263.2265.0528.758

AAG049443198,5954,78813,38426.716.643.380.24090.30940.55040.93430.081671.0161.8543.2265.088.758

AAG059443198,6544,82113,47526.816.743.510.2430.30940.55230.93860.081671.021.8713.2265.0978.758

AAG069443196,2903,5049,79419.812.332.690.17380.23660.41040.6940.062350.75631.3262.4643.7916.712

AAG079443196,2903,5049,79419.812.332.690.17380.23660.41040.6940.062350.75631.3262.4643.7916.712

AAG089443196,1143,4069,52019.412.132.280.16770.23660.40440.68080.062350.74321.2752.4643.7396.712

AAG099443196,1143,4069,52019.412.132.280.16770.23660.40440.68080.062350.74321.2752.4643.7396.712

AAG109443196,1793,4429,62019.612.232.440.170.23660.40660.68570.062350.7481.2942.4643.7586.712

AAG119443196,1793,4429,62019.612.232.440.170.23660.40660.68570.062350.7481.2942.4643.7586.712

AAG129443196,2443,4799,72319.712.332.590.17220.23660.40880.69060.062350.75291.3132.4643.7776.712

AAG139443195,4393,0308,46917.911.130.730.14450.23660.38110.63040.062350.69271.0772.4643.5416.712

AAG149443196,2843,5019,78519.812.332.680.17360.23660.41020.69360.062350.75591.3252.4643.7896.712

AAG159443196,2843,5019,78519.812.332.680.17360.23660.41020.69360.062350.75591.3252.4643.7896.712

AAW013282001,6449162,5605.73.610.270.040720.079610.12030.19960.020730.22030.29060.82341.1142.287

ACG01138700011,7006,51818,21840.1825.070.220.29410.48170.77581.3960.12361.522.1194.9487.06714.15

ACG02138700011,4436,37417,81739.5824.669.630.28530.48170.76691.3770.12361.5012.0444.9486.99114.15

ACG03138700011,5426,43017,97339.8224.869.860.28870.48170.77041.3850.12361.5082.0734.9487.02114.15

ACG04138700011,6366,48218,11840.0324.970.080.29190.48170.77361.3920.12361.5152.1014.9487.04814.15

ACG05138700011,6956,51518,20940.1725.070.210.29390.48170.77561.3960.12361.522.1184.9487.06514.15

ACG0613870009,0605,04714,10831.6919.756.190.22260.38930.61191.10.09971.21.583.9955.57511.47

ACG0713870009,0605,04714,10831.6919.756.190.22260.38930.61191.10.09971.21.583.9955.57511.47

ACG0813870008,8764,94513,82131.2619.555.770.21630.38930.60551.0860.09971.1861.5263.9955.52111.47

ACG0913870008,8764,94515,17631.2619.555.770.21630.38930.60551.0860.09971.1861.5263.9955.52111.47

ACG1013870008,9444,98315,24231.4219.655.920.21860.38930.60791.0920.09971.1911.5463.9955.54111.47

ACG1113870008,9444,98315,24231.4219.655.920.21860.38930.60791.0920.09971.1911.5463.9955.54111.47

ACG1213870009,0135,02115,31231.5819.756.080.22090.38930.61021.0970.09971.1961.5663.9955.56111.47

ACG1313870008,1764,55514,47529.6518.554.150.19220.38930.58151.0340.09971.1341.3213.9955.31611.47

ACG1413870009,0555,04415,35431.6724.556.180.22240.38930.61171.10.09971.21.5783.9955.57311.47

ACG1513870009,0555,04415,35431.6724.556.180.22240.38930.61171.10.09971.21.5783.9955.57311.47

ACW016871203,4671,9316,36213.1611.5824.740.075530.17570.25130.45270.044540.49720.49041.7962.2875.243

AGAG010- 0- 016,88000440000000000

AGAG020- 0- 016,88000440000000000

AGAG030- 0- 016,88000440000000000

AGAG040- 0- 016,88000440000000000

AGAG050- 0- 016,88000440000000000

AGAG060- 0- 016,88000440000000000

AGAG070- 0- 016,88000440000000000

AGAG080- 0- 016,88000440000000000

AGAG090- 0- 016,88000440000000000

AGAG100- 0- 016,88000440000000000

AGAG110- 0- 016,88000440000000000

AGAG120001688000440000000000

AGAG130001688000440000000000

AGAG140001688000440000000000

AGAG150001688000440000000000

AGAW010001688000440000000000

AGCG010001688000440000000000

AGCG020001688000440000000000

AGCG030001688000440000000000

AGCG040001688000440000000000

AGCG050001688000440000000000

AGCG060001688000440000000000

AGCG070001688000440000000000

AGCG080001688000440000000000

AGCG090001688000440000000000

AGCG100001688000440000000000

AGCG110001688000440000000000

AGCG120001688000440000000000

AGCG130001688000440000000000

AGCG140001688000440000000000

AGCG150001688000440000000000

AGCW010001688000440000000000

BAG0113530009506.9860671557328.3317.3545.680.29990.44410.7441.1360.11851.2552.4094.3956.80411.53

BAG0213530009190.360671525727.617.3544.950.2890.44410.73311.1130.11851.2312.3164.3956.71111.53

BAG0313530009228.360671529527.6917.3545.040.29030.44410.73441.1160.11851.2342.3274.3956.72311.53

BAG0413530009336.6960671540327.9417.3545.290.2940.44410.73821.1240.11851.2422.3594.3956.75411.53

BAG0513530009397.4560671546428.0817.3545.420.29610.44410.74031.1280.11851.2472.3764.3956.77211.53

BAG0613530007120.2848221194321.5713.8835.460.22250.35190.57430.86990.093760.96371.7773.485.2579.153

BAG0713530007120.2848221194321.5713.8835.460.22250.35190.57430.86990.093760.96371.7773.485.2579.153

BAG0813530006896.2748221171821.0613.8834.940.21470.35190.56670.85310.093760.94691.7113.485.1919.153

BAG0913530006896.2748221171821.0613.8834.940.21470.35190.56670.85310.093760.94691.7113.485.1919.153

BAG1013530006988.4548221181021.2713.8835.150.21790.35190.56980.860.093760.95381.7383.485.2189.153

BAG1113530006988.4548221181021.2713.8835.150.21790.35190.56980.860.093760.95381.7383.485.2189.153

BAG1213530007068.5548221189121.4613.8835.340.22070.35190.57260.8660.093760.95981.7613.485.2429.153

BAG1313530007068.5548221189121.4613.8835.340.22070.35190.57260.8660.093760.95981.7613.485.2429.153

BAG1413530007112.5148221193521.5613.8835.440.22220.35190.57410.86930.093760.96311.7743.485.2549.153

BAG1513530007112.5148221193521.5613.8835.440.22220.35190.57410.86930.093760.96311.7743.485.2549.153

BAW013177191316.98117324904.3923.5367.9290.038280.083610.12190.1790.022030.2010.29310.82211.1152.204

BCG01180800012195.3988862108040.329.4769.770.3470.61510.96211.5810.16311.7442.6446.2438.88716.75

BCG02180800011887.3188862077439.5829.4769.060.33640.61510.95151.5580.16311.7212.5546.2438.79716.75

BCG03180800012018.3488862090339.8929.4769.360.34090.61510.9561.5680.16311.7312.5926.2438.83516.75

BCG04180800012126.8988862101340.1429.4769.610.34460.61510.95971.5760.16311.7392.6246.2438.86716.75

BCG05180800012187.4988862107240.2829.4769.750.34670.61510.96181.5810.16311.7442.6426.2438.88516.75

BCG0618080009689.9673561704532.5324.5757.10.27160.5070.77861.2770.13421.4112.0515.1437.19413.84

BCG0718080009689.9673561704532.5324.5757.10.27160.5070.77861.2770.13421.4112.0515.1437.19413.84

BCG0818080009458.37356168133224.5756.560.26360.5070.77061.260.13421.3941.9835.1437.12713.84

BCG0918080009458.37356168133224.5756.560.26360.5070.77061.260.13421.3941.9835.1437.12713.84

BCG1018080009553.7973561690732.2124.5756.780.26690.5070.77391.2670.13421.4012.0115.1437.15413.84

BCG1118080009553.7973561690732.2124.5756.780.26690.5070.77391.2670.13421.4012.0115.1437.15413.84

BCG1218080009636.6173561699232.4124.5756.970.26980.5070.77681.2730.13421.4072.0365.1437.17913.84

BCG1318080009636.6173561699232.4124.5756.970.26980.5070.77681.2730.13421.4072.0365.1437.17913.84

BCG1418080009682.173561703732.5124.5757.080.27130.5070.77831.2770.13421.4112.0495.1437.19213.84

BCG1518080009682.173561703732.5124.5757.080.27130.5070.77831.2770.13421.4112.0495.1437.19213.84

BCW015721802504.44230848139.1788.03717.210.063480.15480.21830.35690.040460.39740.44981.5632.0134.294

CAG01512200024497.29155734007257.9223.6381.551.1831.8082.9914.280.46814.74810.419.7830.1945.12

CAG02512200022050.54155733762452.2823.6375.911.0991.8082.9074.0970.46814.5659.68719.7829.4745.12

CAG03512200023113.44155733868754.7323.6378.361.1361.8082.9434.1760.46814.6459.99919.7829.7845.12

CAG04512200023909.35155733948156.5623.6380.191.1631.8082.9714.2360.46814.70410.2319.7830.0145.12

CAG05512200024280.15155733985457.4223.6381.051.1761.8082.9834.2640.46814.73210.3419.7830.1345.12

CAG06512200021272.78138623513350.3621.0971.451.0341.6072.6413.7650.41624.1819.09317.5826.6740.12

CAG07512200021272.78138623513350.3621.0971.451.0341.6072.6413.7650.41624.1819.09317.5826.6740.12

CAG08512200019129.49138623299345.4321.0966.520.961.6072.5673.6050.41624.0218.46517.5826.0440.12

CAG09512200019129.49138623299345.4321.0966.520.961.6072.5673.6050.41624.0218.46517.5826.0440.12

CAG10512200020051.56138623391347.5521.0968.640.99171.6072.5993.6740.41624.098.73517.5826.3140.12

CAG11512200020051.56138623391347.5521.0968.640.99171.6072.5993.6740.41624.098.73517.5826.3140.12

CAG12512200021479.01138623534250.8421.0971.931.0411.6072.6483.780.41624.1979.15317.5826.7340.12

CAG13512200021479.01138623534250.8421.0971.931.0411.6072.6483.780.41624.1979.15317.5826.7340.12

CAG14512200022087.69138623595052.2421.0973.331.0621.6072.6693.8260.41624.2429.33217.5826.9140.12

CAG15512200022087.69138623595052.2421.0973.331.0621.6072.6693.8260.41624.2429.33217.5826.9140.12

CAW0126680007710.3960411375318.589.52228.10.38950.68821.0781.4930.17781.6713.4327.45910.8917.18

CCG01539400027234.44171924442667.1429.9997.131.2591.9173.1764.6270.49425.12110.9820.7531.7348.17

CCG02539400024566.08171924175960.9929.9990.981.1681.9173.0854.4280.49424.92210.220.7530.9548.17

CCG03539400025470.01171924266563.0829.9993.061.1991.9173.1164.4950.49424.9910.4620.7531.2148.17

CCG04539400026337.46171924353065.0829.9995.061.2291.9173.1464.560.49425.05410.7220.7531.4748.17

CCG05539400027040.84171924423366.729.9996.681.2531.9173.174.6130.49425.10710.9220.7531.6748.17

CCG06539400023766.69153753914458.7626.9285.691.1041.7112.8164.0880.44114.5299.62618.5128.1443.01

CCG07539400023766.69153753914458.7626.9285.691.1041.7112.8164.0880.44114.5299.62618.5128.1443.01

CCG08539400021443.37153753682053.4126.9280.341.0241.7112.7363.9140.44114.3558.94618.5127.4643.01

CCG09539400021443.37153753682053.4126.9280.341.0241.7112.7363.9140.44114.3558.94618.5127.4643.01

CCG10539400022226.39153753760055.2126.9282.131.0511.7112.7633.9720.44114.4149.17518.5127.6943.01

CCG11539400022226.39153753760055.2126.9282.131.0511.7112.7633.9720.44114.4149.17518.5127.6943.01

CCG12539400022982.18153753835756.9526.9283.881.0771.7112.7894.0290.44114.479.39618.5127.9143.01

CCG13539400022982.18153753835756.9526.9283.881.0771.7112.7894.0290.44114.479.39618.5127.9143.01

CCG14539400023592.36153753896858.3626.9285.281.0981.7112.814.0750.44114.5169.57518.5128.0943.01

CCG15539400023592.36153753896858.3626.9285.281.0981.7112.814.0750.44114.5169.57518.5128.0943.01

CCW0129220008705.8869951570022.3212.935.220.4180.75931.1771.6610.19521.8563.648.1411.7819.13

CEMA0114580007489.2759251341423.2517.6440.890.30830.5980.90621.2290.11081.342.593.4256.01514.51

CEMC01181800010204.2783751858035.4730.0265.490.34510.731.0751.6040.14161.7462.7184.7547.47219.01

DAG01474300025602.57141103971360.8121.9682.761.2181.7012.9194.3720.44064.81310.6918.8529.5442.72

DAG02474300024828.66141103894159.0321.9680.981.1911.7012.8924.3150.44064.75510.4618.8529.3142.72

DAG03474300025129.32141103924059.7221.9681.671.2021.7012.9024.3370.44064.77710.5518.8529.442.72

DAG04474300025411.58141103952160.3621.9682.321.2111.7012.9124.3580.44064.79910.6318.8529.4942.72

DAG05474300025585.38141103969860.7721.9682.731.2171.7012.9184.3710.44064.81210.6818.8529.5442.72

DAG06474300022076.91124953457352.5219.5172.031.0571.5042.563.8220.38964.2129.27816.6625.9437.77

DAG07474300022076.91124953457352.5219.5172.031.0571.5042.563.8220.38964.2129.27816.6625.9437.77

DAG08474300021423.6124953391851.0219.5170.521.0341.5042.5383.7730.38964.1639.08616.6625.7537.77

DAG09474300021423.6124953391851.0219.5170.521.0341.5042.5383.7730.38964.1639.08616.6625.7537.77

DAG10474300021669.94124953416651.5919.5171.091.0431.5042.5473.7920.38964.1819.15816.6625.8237.77

DAG11474300021669.94124953416651.5919.5171.091.0431.5042.5473.7920.38964.1819.15816.6625.8237.77

DAG12474300021910.66124953440452.1419.5171.651.0511.5042.5553.810.38964.1999.22916.6625.8937.77

DAG13474300021910.66124953440452.1419.5171.651.0511.5042.5553.810.38964.1999.22916.6625.8937.77

DAG14474300022059.87124953455752.4819.5171.991.0561.5042.563.8210.38964.219.27316.6625.9337.77

DAG15474300022059.87124953455752.4819.5171.991.0561.5042.563.8210.38964.219.27316.6625.9337.77

DAW0123580008329.1859121423920.249.61529.850.41890.69771.1171.6160.18031.7963.6867.65811.3417.53

DCG01503200026554.07158614241566.2428.9895.231.231.8173.0474.5950.46845.06410.719.8930.646.01

DCG02503200026554.07158614241566.2428.9895.231.231.8173.0474.5950.46845.06410.719.8930.646.01

DCG03503200026853.44158614271566.9328.9895.921.241.8173.0574.6180.46845.08610.7919.8930.6846.01

DCG04503200027134.59158614299867.5928.9896.571.251.8173.0674.6390.46845.10710.8719.8930.7746.01

DCG05503200027310.41158614317167.9928.9896.971.2561.8173.0734.6520.46845.1210.9319.8930.8246.01

DCG06503200023722.7141263784959.2525.9385.181.0961.6152.714.0910.41624.5079.53217.6727.240.9

DCG07503200023722.7141263784959.2525.9385.181.0961.6152.714.0910.41624.5079.53217.6727.240.9

DCG08503200023067.09141263719357.7425.9383.671.0731.6152.6884.0420.41624.4589.3417.6727.0140.9

DCG09503200023067.09141263719357.7425.9383.671.0731.6152.6884.0420.41624.4589.3417.6727.0140.9

DCG10503200023314.78141263744458.3125.9384.241.0811.6152.6964.0610.41624.4769.41317.6727.0840.9

DCG11503200023314.78141263744458.3125.9384.241.0811.6152.6964.0610.41624.4769.41317.6727.0840.9

DCG12503200023556.43141263768458.8725.9384.81.091.6152.7054.0790.41624.4959.48417.6727.1540.9

DCG13503200023556.43141263768458.8725.9384.81.091.6152.7054.0790.41624.4959.48417.6727.1540.9

DCG14503200023704.76141263783559.2125.9385.141.0951.6152.714.090.41624.5069.52817.6727.1940.9

DCG15503200023704.76141263783559.2125.9385.141.0951.6152.714.090.41624.5069.52817.6727.1940.9

DCW0126250009511.8670101652224.7113.6338.340.4520.77911.2311.8130.20012.0133.9268.44312.3719.79

H2AG0100000000000000000

H2AG0200000000000000000

H2AG0300000000000000000

H2AG0400000000000000000

H2AG0500000000000000000

H2AG0600000000000000000

H2AG0700000000000000000

H2AG0800000000000000000

H2AG0900000000000000000

H2AG1000000000000000000

H2AG1100000000000000000

H2AG1200000000000000000

H2AG1300000000000000000

H2AG1400000000000000000

H2AG1500000000000000000

H2AW0100000000000000000

H2CG0100000000000000000

H2CG0200000000000000000

H2CG0300000000000000000

H2CG0400000000000000000

H2CG0500000000000000000

H2CG0600000000000000000

H2CG0700000000000000000

H2CG0800000000000000000

H2CG0900000000000000000

H2CG1000000000000000000

H2CG1100000000000000000

H2CG1200000000000000000

H2CG1300000000000000000

H2CG1400000000000000000

H2CG1500000000000000000

H2CW0100000000000000000

LAG01403400018828.6102002902944.3316.6560.980.87831.2062.0842.9770.28693.2647.68412.2919.9830.32

LAG02403400016761.32102002696039.5616.6556.220.80721.2062.0132.8220.28693.1097.07812.2919.3730.32

LAG03403400017475.48102002767741.2116.6557.860.83181.2062.0372.8760.28693.1637.28712.2919.5830.32

LAG04403400018141102002834142.7416.6559.40.85461.2062.062.9260.28693.2127.48212.2919.7730.32

LAG05403400018670.65102002887143.9716.6560.620.87291.2062.0792.9650.28693.2527.63812.2919.9330.32

LAG06403400018828.6102002902944.3316.6560.980.87831.2062.0842.9770.28693.2647.68412.2919.9830.32

LAG07403400018828.6102002902944.3316.6560.980.87831.2062.0842.9770.28693.2647.68412.2919.9830.32

LAG08403400016761.32102002696039.5616.6556.220.80721.2062.0132.8220.28693.1097.07812.2919.3730.32

LAG09403400016761.32102002696039.5616.6556.220.80721.2062.0132.8220.28693.1097.07812.2919.3730.32

LAG10403400017475.48102002767741.2116.6557.860.83181.2062.0372.8760.28693.1637.28712.2919.5830.32

LAG11403400017475.48102002767741.2116.6557.860.83181.2062.0372.8760.28693.1637.28712.2919.5830.32

LAG12403400018141102002834142.7416.6559.40.85461.2062.062.9260.28693.2127.48212.2919.7730.32

LAG13403400018141102002834142.7416.6559.40.85461.2062.062.9260.28693.2127.48212.2919.7730.32

LAG14403400018670.65102002887143.9716.6560.620.87291.2062.0792.9650.28693.2527.63812.2919.9330.32

LAG15403400018670.65102002887143.9716.6560.620.87291.2062.0792.9650.28693.2527.63812.2919.9330.32

LAW0119060006748.4145781132616.197.75523.940.32950.5310.86041.1870.12641.3142.8895.3768.26413.36

LCG01444300020524.91119503247651.0822.8973.970.92671.3392.2653.3090.32373.6338.03313.7421.7733.97

LCG02444300018442.84119503039146.2822.8969.170.8551.3392.1943.1540.32373.4777.42313.7421.1633.97

LCG03444300019160.84119503111147.9322.8970.830.87971.3392.2183.2070.32373.5317.63313.7421.3733.97

LCG04444300019832.24119503178549.4922.8972.380.90291.3392.2413.2580.32373.5817.83113.7421.5733.97

LCG05444300020366.65119503231750.7222.8973.610.92121.3392.263.2970.32373.6217.98713.7421.7333.97

LCG06444300020524.91119503247651.0822.8973.970.92671.3392.2653.3090.32373.6338.03313.7421.7733.97

LCG07444300020524.91119503247651.0822.8973.970.92671.3392.2653.3090.32373.6338.03313.7421.7733.97

LCG08444300018442.84119503039146.2822.8969.170.8551.3392.1943.1540.32373.4777.42313.7421.1633.97

LCG09444300018442.84119503039146.2822.8969.170.8551.3392.1943.1540.32373.4777.42313.7421.1633.97

LCG10444300019162.34119503111247.9422.8970.830.87981.3392.2183.2070.32373.5317.63413.7421.3733.97

LCG11444300019162.34119503111247.9422.8970.830.87981.3392.2183.2070.32373.5317.63413.7421.3733.97

LCG12444300019832.24119503178549.4922.8972.380.90291.3392.2413.2580.32373.5817.83113.7421.5733.97

LCG13444300019832.24119503178549.4922.8972.380.90291.3392.2413.2580.32373.5817.83113.7421.5733.97

LCG14444300020366.65119503231750.7222.8973.610.92121.3392.263.2970.32373.6217.98713.7421.7333.97

LCG15444300020366.65119503231750.7222.8973.610.92121.3392.263.2970.32373.6217.98713.7421.7333.97

LCW0122610009015.0764421545823.2712.9636.230.41760.70341.1211.5970.17021.7673.6137.17710.7917.9

MAG01480500019779.77115633134447.1718.1265.290.9511.3832.3343.4640.35883.8238.35115.3123.6634.73

MAG02480500017666.68115632922942.2918.1260.420.87831.3832.2613.3070.35883.6657.73215.3123.0434.73

MAG03480500018403.27115632996743.9918.1262.120.90361.3832.2873.3610.35883.727.94815.3123.2634.73

MAG04480500019086.28115633065045.5718.1263.690.92711.3832.313.4130.35883.7718.14815.3123.4634.73

MAG05480500019620.6115633118346.818.1264.920.94551.3832.3293.4530.35883.8128.30415.3123.6234.73

MAG06480500019779.77115633134447.1718.1265.290.9511.3832.3343.4640.35883.8238.35115.3123.6634.73

MAG07480500019779.77115633134447.1718.1265.290.9511.3832.3343.4640.35883.8238.35115.3123.6634.73

MAG08480500017666.68115632922942.2918.1260.420.87831.3832.2613.3070.35883.6657.73215.3123.0434.73

MAG09480500017666.68115632922942.2918.1260.420.87831.3832.2613.3070.35883.6657.73215.3123.0434.73

MAG10480500018403.27115632996743.9918.1262.120.90361.3832.2873.3610.35883.727.94815.3123.2634.73

MAG11480500018403.27115632996743.9918.1262.120.90361.3832.2873.3610.35883.727.94815.3123.2634.73

MAG12480500019086.28115633065045.5718.1263.690.92711.3832.313.4130.35883.7718.14815.3123.4634.73

MAG13480500019086.28115633065045.5718.1263.690.92711.3832.313.4130.35883.7718.14815.3123.4634.73

MAG14480500019620.6115633118346.818.1264.920.94551.3832.3293.4530.35883.8128.30415.3123.6234.73

MAG15480500019620.6115633118346.818.1264.920.94551.3832.3293.4530.35883.8128.30415.3123.6234.73

MAW012508000772755391326618.788.99527.770.38880.65151.041.5020.16861.673.4217.15310.5716.37

MCG01509500021313.99130853439853.4524.1477.590.98671.4862.4733.7140.38344.0988.58416.2424.8337.63

MCG02509500019191.24130853227648.5624.1472.70.91371.4862.3993.5550.38343.9397.96216.2424.2137.63

MCG03509500019932.14130853301750.2724.1474.410.93921.4862.4253.6110.38343.9948.17916.2424.4237.63

MCG04509500020615.71130853370251.8524.1475.990.96271.4862.4483.6620.38344.0458.3816.2424.6337.63

MCG05509500021153.31130853423853.0924.1477.230.98121.4862.4673.7020.38344.0868.53716.2424.7837.63

MCG06509500021313.99130853439853.4524.1477.590.98671.4862.4733.7140.38344.0988.58416.2424.8337.63

MCG07509500021313.99130853439853.4524.1477.590.98671.4862.4733.7140.38344.0988.58416.2424.8337.63

MCG08509500019191.24130853227648.5624.1472.70.91371.4862.3993.5550.38343.9397.96216.2424.2137.63

MCG09509500019191.24130853227648.5624.1472.70.91371.4862.3993.5550.38343.9397.96216.2424.2137.63

MCG10509500019932.14130853301750.2724.1474.410.93921.4862.4253.6110.38343.9948.17916.2424.4237.63

MCG11509500019932.14130853301750.2724.1474.410.93921.4862.4253.6110.38343.9948.17916.2424.4237.63

MCG12509500020615.71130853370251.8524.1475.990.96271.4862.4483.6620.38344.0458.3816.2424.6337.63

MCG13509500020615.71130853370251.8524.1475.990.96271.4862.4483.6620.38344.0458.3816.2424.6337.63

MCG14509500021153.31130853423853.0924.1477.230.98121.4862.4673.7020.38344.0868.53716.2424.7837.63

MCG15509500021153.31130853423853.0924.1477.230.98121.4862.4673.7020.38344.0868.53716.2424.7837.63

MCW0127800008826.8265661539422.9412.7335.670.41980.72791.1481.6860.18731.8733.6467.8911.5418.48

NAG018433000160342.426484186832257.916.79274.716.374.04620.4132.120.970433.09137.147.15184.3132.4

NAG02843300088172.826484114661145.416.79162.28.794.04612.8418.910.970419.8875.4447.15122.6132.4

NAG03843300010535826484131849172.216.7918910.594.04614.6422.060.970423.0390.1347.15137.3132.4

NAG048433000126642.226484153131205.416.79222.212.834.04616.8825.950.970426.92108.347.15155.5132.4

NAG058433000147700.626484174186238.216.7925515.044.04619.0929.810.970430.78126.347.15173.5132.4

NAG06843300014372024227167943231.315.36246.714.663.718.3628.840.887529.73122.943.11166121.1

NAG07843300014372024227167943231.315.36246.714.663.718.3628.840.887529.73122.943.11166121.1

NAG08843300078692.422422710292113015.36145.47.8343.711.5316.940.887517.8367.3343.11110.4121.1

NAG09843300078692.422422710292113015.36145.47.8343.711.5316.940.887517.8367.3343.11110.4121.1

NAG10843300094186.5824227118410154.115.36169.59.4613.713.1619.770.887520.6680.5843.11123.7121.1

NAG11843300094186.5824227118410154.115.36169.59.4613.713.1619.770.887520.6680.5843.11123.7121.1

NAG128433000113403.924227137630184.115.36199.411.483.715.1823.290.887524.1897.0143.11140.1121.1

NAG138433000113403.924227137630184.115.36199.411.483.715.1823.290.887524.1897.0143.11140.1121.1

NAG148433000132290.124227156513213.515.36228.913.463.717.1626.750.887527.64113.243.11156.3121.1

NAW01430200048416.7101065852278.626.4985.14.9061.536.4369.8960.368210.2641.4117.7859.1850.13

NCG018817000161335.628220189551261.719.09280.816.434.22220.6532.411.04633.4613849.87187.9140.5

NCG0288170008916528220117385149.219.09168.38.8484.22213.0719.21.04620.2576.2849.87126.1140.5

NCG038817000106351.32822013457417619.09195.110.654.22214.8822.351.04623.3990.9749.87140.8140.5

NCG048817000127633.528220155854209.219.09228.212.894.22217.1126.241.04627.29109.249.87159140.5

NCG058817000148690.72822017690824219.09261.115.14.22219.3230.11.04631.14127.249.87177140.5

NCG068817000144964.125866170825235.317.51252.814.753.86818.6229.170.958630.1312445.69169.7128.7

NCG078817000144964.125866170825235.317.51252.814.753.86818.6229.170.958630.1312445.69169.7128.7

NCG08881700079808.825866105677133.817.51151.37.9093.86811.7817.250.958618.2168.2745.69114128.7

NCG09881700079808.825866105677133.817.51151.37.9093.86811.7817.250.958618.2168.2745.69114128.7

NCG10881700095336.092586612120415817.51175.59.5393.86813.4120.090.958621.0581.5545.69127.2128.7

NCG11881700095336.092586612120415817.51175.59.5393.86813.4120.090.958621.0581.5545.69127.2128.7

NCG128817000114589.82586614045218817.51205.511.563.86815.4323.610.958624.5798.0145.69143.7128.7

NCG138817000114589.82586614045218817.51205.511.563.86815.4323.610.958624.5798.0145.69143.7128.7

NCG14881700013351925866159383217.517.5123513.553.86817.4227.080.958628.04114.245.69159.9128.7

NCG15881700013351925866159383217.517.5123513.553.86817.4227.080.958628.04114.245.69159.9128.7

NCW01465300050231.72110786131482.497.69790.195.0711.6416.71210.30.407810.742.9319.362.2354.64

OAG016507000126086.82111014720220615.43221.512.873.04815.9225.30.813726.11108.139.96148.1107.5

OAG02650700068916.8211109002911715.43132.46.8673.0489.91414.840.813715.6559.2639.9699.22107.5

OAG03650700081754.452111010286513715.43152.48.2153.04811.2617.180.81371870.2439.96110.2107.5

OAG04650700098289.9121110119401162.715.43178.19.9513.0481320.210.813721.0284.3739.96124.3107.5

OAG05650700011554221110136659189.615.4320511.763.04814.8123.370.813724.1899.1339.96139.1107.5

OAG066507000110896.119069129959181.513.98195.411.312.75114.0622.30.734623.0395.1136.07131.297.07

OAG076507000110896.119069129959181.513.98195.411.312.75114.0622.30.734623.0395.1136.07131.297.07

OAG08650700060258.841906979325102.613.98116.55.9932.7518.74313.030.734613.7751.8236.0787.8897.07

OAG09650700060258.841906979325102.613.98116.55.9932.7518.74313.030.734613.7751.8236.0787.8897.07

OAG10650700071626.551906990694120.313.98134.37.1862.7519.93715.110.734615.8561.5436.0797.6197.07

OAG11650700071626.551906990694120.313.98134.37.1862.7519.93715.110.734615.8561.5436.0797.6197.07

OAG12650700086312.5219069105375143.213.98157.18.7282.75111.4817.80.734618.5374.0936.07110.297.07

OAG13650700086312.5219069105375143.213.98157.18.7282.75111.4817.80.734618.5374.0936.07110.297.07

OAG146507000101497.919069120563166.813.98180.810.322.75113.0720.580.734621.3187.0836.07123.197.07

OAG156507000101497.919069120563166.813.98180.810.322.75113.0720.580.734621.3187.0836.07123.197.07

OAW01436800047698.1897365743378.997.46586.464.8331.3896.2229.7260.372110.140.8718.1959.0749.1

OCG016728000127360.822442149805211.520.6232.112.93.14116.0425.510.841826.35108.441.08149.5111

OCG02672800070184.982244292628122.420.61436.8963.14110.0415.050.841815.8959.5241.08100.6111

OCG03672800083027.6622442105468142.420.61638.2443.14111.3917.40.841818.2470.541.08111.6111

OCG04672800099557.4122442122004168.220.6188.89.983.14113.1220.420.841821.2684.6341.08125.7111

OCG05672800011681422442139257195.120.6215.711.793.14114.9323.580.841824.4299.3941.08140.5111

OCG066728000112258.620320132578186.818.74205.611.362.84114.222.530.761623.395.5237.15132.7100.4

OCG076728000112258.620320132578186.818.74205.611.362.84114.222.530.761623.395.5237.15132.7100.4

OCG08672800061540.052032081860107.818.74126.56.0312.8418.87313.250.761614.0152.1637.1589.31100.4

OCG09672800061540.052032081860107.818.74126.56.0312.8418.87313.250.761614.0152.1637.1589.31100.4

OCG10672800072933.742032093247125.518.74144.37.2272.84110.0715.340.761616.161.8937.1599.05100.4

OCG11672800072933.742032093247125.518.74144.37.2272.84110.0715.340.761616.161.8937.1599.05100.4

OCG12672800087633.1320320107953148.518.74167.28.7712.84111.6118.030.761618.7974.4737.15111.6100.4

OCG13672800087633.1320320107953148.518.74167.28.7712.84111.6118.030.761618.7974.4737.15111.6100.4

OCG146728000102848.320320123165172.218.74190.910.372.84113.2120.810.761621.5787.4737.15124.6100.4

OCG156728000102848.320320123165172.218.74190.910.372.84113.2120.810.761621.5787.4737.15124.6100.4

OCW01458400049000.82105745957783.0510.4893.534.9091.4556.3649.9620.390910.3541.5118.9960.551.5

OPAG01117100011469.2259721744133.5519.3552.90.32680.37590.70281.0620.092741.1542.5633.5086.07110.46

OPAG02117100011073.9559721704532.6319.3551.990.31330.37590.68921.0320.092741.1252.4473.5085.95510.46

OPAG03117100011226.7759721719932.9919.3552.340.31850.37590.69441.0430.092741.1362.4913.508610.46

OPAG04117100011371.259721734333.3219.3552.670.32350.37590.69941.0540.092741.1472.5343.5086.04210.46

OPAG0511710001146159721743333.5319.3552.880.32660.37590.70251.0610.092741.1542.563.5086.06810.46

OPAG0611710008469.6546791314925.1615.2640.430.23770.2940.53170.79510.07250.86761.8492.7464.5958.199

OPAG0711710008469.6546791314925.1615.2640.430.23770.2940.53170.79510.07250.86761.8492.7464.5958.199

OPAG0811710008191.6346791287124.5215.2639.790.22810.2940.52210.77430.07250.84681.7672.7464.5138.199

OPAG0911710008191.6346791287124.5215.2639.790.22810.2940.52210.77430.07250.84681.7672.7464.5138.199

OPAG1011710008293.5846791297224.7615.2640.020.23160.2940.52560.7820.07250.85451.7972.7464.5438.199

OPAG1111710008293.5846791297224.7615.2640.020.23160.2940.52560.7820.07250.85451.7972.7464.5438.199

OPAG1211710008397.694679130762515.2640.260.23520.2940.52920.78980.07250.86221.8272.7464.5748.199

OPAG1311710008397.694679130762515.2640.260.23520.2940.52920.78980.07250.86221.8272.7464.5748.199

OPAG1411710008461.246791314025.1415.2640.410.23740.2940.53140.79450.07250.8671.8462.7464.5928.199

OPAG1511710008461.246791314025.1415.2640.410.23740.2940.53140.79450.07250.8671.8462.7464.5928.199

OPAW012527481366.71106024274.5353.6168.150.033830.065870.09970.14190.016180.15810.2450.61860.86381.866

OPCG01154200014482.5386682315047.1433.1380.270.36720.5210.88821.4770.12671.6042.6994.9747.67315.44

OPCG02154200014086.4286682275546.2333.1379.350.35360.5210.87461.4480.12671.5742.5834.9747.55815.44

OPCG03154200014239.6686682290646.5833.1379.710.35890.5210.87981.4590.12671.5862.6284.9747.60315.44

OPCG04154200014383.8986682305146.9133.1380.040.36390.5210.88481.470.12671.5972.6714.9747.64515.44

OPCG05154200014474.0186682314147.1233.1380.250.36690.5210.88791.4770.12671.6032.6974.9747.67115.44

OPCG06154200011215.0470811829737.2127.2464.460.27760.42470.70231.1640.10321.2682.0114.0596.0712.62

OPCG07154200011215.0470811829737.2127.2464.460.27760.42470.70231.1640.10321.2682.0114.0596.0712.62

OPCG08154200010928.3870811800936.5527.2463.790.26780.42470.69241.1430.10321.2461.9274.0595.98612.62

OPCG09154200010928.3870811800936.5527.2463.790.26780.42470.69241.1430.10321.2461.9274.0595.98612.62

OPCG10154200011033.8570811811436.827.2464.040.27140.42470.6961.1510.10321.2541.9584.0596.01712.62

OPCG11154200011033.8570811811436.827.2464.040.27140.42470.6961.1510.10321.2541.9584.0596.01712.62

OPCG12154200011141.1870811822137.0427.2464.290.27510.42470.69971.1590.10321.2621.9894.0596.04812.62

OPCG13154200011141.1870811822137.0427.2464.290.27510.42470.69971.1590.10321.2621.9894.0596.04812.62

OPCG14154200011206.3870811828837.1927.2464.440.27730.42470.7021.1640.10321.2672.0084.0596.06712.62

OPCG15154200011206.3870811828837.1927.2464.440.27730.42470.7021.1640.10321.2672.0084.0596.06712.62

OPCW014577332602.28209646989.5658.36217.930.055570.12420.17980.29680.030090.32690.36221.1941.5563.753

PAG016906000121213.340094161304140.226.56166.88.6612.86111.5212.520.520113.0470.9130.87101.880.8

PAG02690600074599.234009411469386.4926.56113.15.5242.8618.3858.1540.52018.67347.6530.8778.5280.8

PAG03690600085236.444009412533298.7526.56125.36.242.8619.1019.150.52019.6752.9630.8783.8380.8

PAG04690600098792.4340094138882114.426.56140.97.1522.86110.0110.420.520110.9459.7230.8790.5980.8

PAG05690600011388940094153979131.826.56158.48.1682.86111.0311.830.520112.3567.2530.8798.1380.8

PAG066906000107499.936297143795124.424.1148.57.6912.59110.2811.130.47111.663.0727.9791.0373.18

PAG076906000107499.936297143795124.424.1148.57.6912.59110.2811.130.47111.663.0727.9791.0373.18

PAG08690600066034.983629710233576.5924.1100.74.9012.5917.4917.2410.4717.71242.3827.9770.3573.18

PAG09690600066034.983629710233576.5924.1100.74.9012.5917.4917.2410.4717.71242.3827.9770.3573.18

PAG10690600075498.83629711180187.524.1111.65.5382.5918.1288.1270.4718.59947.127.9775.0773.18

PAG11690600075498.83629711180187.524.1111.65.5382.5918.1288.1270.4718.59947.127.9775.0773.18

PAG12690600087581.0836297123884101.424.1125.56.3512.5918.9429.260.4719.73153.1327.9781.173.18

PAG13690600087581.0836297123884101.424.1125.56.3512.5918.9429.260.4719.73153.1327.9781.173.18

PAG14690600099915.2736297136211115.724.1139.87.1812.5919.77110.410.47110.8959.2827.9787.2573.18

PAG15690600099915.2736297136211115.724.1139.87.1812.5919.77110.410.47110.8959.2827.9787.2573.18

PAW01580100056843.34210957793866.0314.580.534.0911.5155.6065.9360.27516.21133.7716.3550.1242.65

PCG017098000122185.741232163423143.729.67173.48.7012.94811.6512.670.541213.2171.231.36102.683.15

PCG02709800075578.644123211680989.9529.67119.65.5642.9488.5138.3060.54128.84747.9431.3679.3183.15

PCG03709800086216.7441232127446102.229.67131.96.282.9489.2299.3020.54129.84453.2531.3684.6183.15

PCG04709800099766.1441232140999117.829.67147.57.1922.94810.1410.570.541211.1160.0131.3691.3883.15

PCG057098000114863.641232156098135.229.67164.98.2082.94811.1611.990.541212.5367.5431.3698.9183.15

PCG067098000108536.837394145934127.726.98154.77.7382.67510.4111.280.491111.7763.4228.4591.8875.43

PCG077098000108536.837394145934127.726.98154.77.7382.67510.4111.280.491111.7763.4228.4591.8875.43

PCG08709800067029.983739410442779.8826.98106.94.9442.6757.6197.3910.49117.88142.7128.4571.1775.43

PCG09709800067029.983739410442779.8826.98106.94.9442.6757.6197.3910.49117.88142.7128.4571.1775.43

PCG10709800076505.813739411389990.826.98117.85.5822.6758.2578.2790.49118.76947.4428.4575.8975.43

PCG11709800076505.813739411389990.826.98117.85.5822.6758.2578.2790.49118.76947.4428.4575.8975.43

PCG12709800088600.4637394125996104.826.98131.76.3972.6759.0719.4120.49119.90353.4728.4581.9375.43

PCG13709800088600.4637394125996104.826.98131.76.3972.6759.0719.4120.49119.90353.4728.4581.9375.43

PCG147098000100945.23739413834411926.981467.2272.6759.90210.570.491111.0659.6328.4588.0975.43

PCG157098000100945.23739413834411926.981467.2272.6759.90210.570.491111.0659.6328.4588.0975.43

PCW01599300057718.03218967961368.5116.5385.044.1341.5755.7096.0570.28926.34734.116.7250.8344.27

QAG017281000111164.442626153791133.627.381617.8423.18311.0211.990.615112.6166.2127.2793.4887.5

QAG02728100067721.24262611034883.5527.38110.94.9183.1838.1017.9230.61518.53944.5427.2771.887.5

QAG03728100076255.954262611888093.3827.38120.85.4933.1838.6758.7230.61519.33848.7927.2776.0687.5

QAG04728100088259.942626130888107.227.38134.66.3013.1839.4839.8480.615110.4654.7927.2782.0587.5

QAG057281000100993.242626143616121.927.38149.37.1583.18310.3411.040.615111.6661.1427.2788.4187.5

QAG06728100099121.1638722137844119.324.94144.26.9982.8939.89210.720.559411.2859.2124.7783.9779.53

QAG07728100099121.1638722137844119.324.94144.26.9982.8939.89210.720.559411.2859.2124.7783.9779.53

QAG08728100060395.14387229912074.6624.9499.594.3922.8937.2867.0940.55947.65439.8924.7764.6579.53

QAG09728100060395.14387229912074.6624.9499.594.3922.8937.2867.0940.55947.65439.8924.7764.6579.53

QAG10728100068004.923872210672883.4324.94108.44.9042.8937.7977.8070.55948.36743.6824.7768.4579.53

QAG11728100069239.733872210795884.8524.94109.84.9872.8937.8817.9230.55948.48244.324.7769.0679.53

QAG12728100078737.853872211746295.824.94120.75.6272.8938.528.8130.55949.37249.0424.7773.879.53

QAG13728100078737.853872211746295.824.94120.75.6272.8938.528.8130.55949.37249.0424.7773.879.53

QAG14728100091175.3638722129899110.124.94135.16.4642.8939.3579.9780.559410.5455.2524.7780.0179.53

QAG15728100091175.3638722129899110.124.94135.16.4642.8939.3579.9780.559410.5455.2524.7780.0179.53

QAW01617600056452.25227987924968.4615.2383.683.991.7215.7126.1430.3346.47733.8214.5548.3747.12

QCG01743700090690.2935991126679110.524.6135.16.3972.6799.0769.830.521710.355423.0777.0773.86

QCG02743700068265.714351311177985.6429.46115.14.9513.2328.1838.0030.62888.63244.6927.9172.689.18

QCG03743700076797.164351312031095.4829.46124.95.5253.2328.7588.8030.62889.43148.9527.9176.8689.18

QCG04743700088805.243513132317109.329.46138.86.3333.2329.5669.9280.628810.5654.9427.9182.8589.18

QCG057098000114863.641232156098135.229.67164.98.2082.94811.1611.990.541212.5367.5431.3698.9183.15

QCG06743700099723.8639576139301121.426.87148.27.0362.9429.97810.810.572511.3859.4125.3884.7981.15

QCG07743700099723.8639576139301121.426.87148.27.0362.9429.97810.810.572511.3859.4125.3884.7981.15

QCG08743700060964.613957610054076.6626.87103.54.4282.9427.3697.1750.57257.74840.0725.3865.4581.15

QCG09743700060964.613957610054076.6626.87103.54.4282.9427.3697.1750.57257.74840.0725.3865.4581.15

QCG10743700068583.023957610815685.4426.87112.34.942.9427.8817.8890.57258.46143.8725.3869.2581.15

QCG11743700069813.733957610938886.8726.87113.75.0232.9427.9658.0040.57258.57744.4925.3869.8681.15

QCG12743700079323.753957611889697.8326.87124.75.6632.9428.6058.8950.57259.46849.2325.3874.6181.15

QCG13743700079323.753957611889697.8326.87124.75.6632.9428.6058.8950.57259.46849.2325.3874.6181.15

QCG14743700091772.3839576131351112.226.87139.16.5012.9429.44210.060.572510.6355.4525.3880.8281.15

QCG15743700091772.3839576131351112.226.87139.16.5012.9429.44210.060.572510.6355.4525.3880.8281.15

QCW01633300056977.55234158039670.0116.5986.594.0221.7575.7796.2120.34326.55634.0214.984948.26

RAG01606100027004.73197284673051.9817.6169.62.3762.8785.2536.7810.7047.48522.0532.854.8593.58

RAG02606100025344.36197284507049.3917.6167.012.2022.8785.0796.4770.7047.18120.6332.853.4393.58

RAG03606100025931.37197284565850.3117.6167.922.2632.8785.1416.5840.7047.28921.1332.853.9393.58

RAG04606100026473.13197284619951.1517.6168.772.322.8785.1986.6830.7047.38721.632.854.493.58

RAG05606100026888.93197284661351.817.6169.412.3632.8785.2416.7590.7047.46421.9532.854.7593.58

RAG06606100023945.68177364167946.2515.8962.132.12.5854.6856.0310.63256.66419.5329.4648.9984.06

RAG07606100023945.68177364167946.2515.8962.132.12.5854.6856.0310.63256.66419.5329.4648.9984.06

RAG08606100022481.46177364021843.9715.8959.851.9462.5854.5325.7640.63256.39618.2829.4647.7384.06

RAG09606100022481.46177364021843.9715.8959.851.9462.5854.5325.7640.63256.39618.2829.4647.7384.06

RAG10606100022994.46177364073044.7715.8960.6522.5854.5855.8580.63256.4918.7229.4648.1784.06

RAG11606100022994.46177364073044.7715.8960.6522.5854.5855.8580.63256.4918.7229.4648.1784.06

RAG12606100023472.52177364120945.5115.8961.42.0512.5854.6365.9450.63256.57819.1329.4648.5984.06

RAG13606100023472.52177364120945.5115.8961.42.0512.5854.6365.9450.63256.57819.1329.4648.5984.06

RAG14606100023839.3177364157446.0815.8961.972.0892.5854.6746.0120.63256.64519.4429.4648.984.06

RAG15606100023839.3177364157446.0815.8961.972.0892.5854.6746.0120.63256.64519.4429.4648.984.06

RAW01467900012003.0799562195923.979.30233.281.0221.4362.4583.0950.3513.4469.65116.2825.9346.65

RCG01626800028389.01211394952657.9623.7981.742.4012.9635.3646.9820.72547.70722.233.5755.7796.26

RCG02626800026729.62211394786755.3723.7979.152.2272.9635.196.6780.72547.40320.7833.5754.3596.26

RCG03626800027315.12211394845256.2823.7980.072.2882.9635.2516.7850.72547.51121.2833.5754.8596.26

RCG04626800027857.71211394899657.1323.7980.912.3452.9635.3086.8840.72547.6121.7433.5755.3196.26

RCG05626800028274.5211394940957.7823.7981.562.3892.9635.3526.9610.72547.68622.133.5755.6796.26

RCG06626800025252.68190564430651.7821.5473.332.1272.6684.7946.2260.65316.8819.730.2249.9286.67

RCG07626800025252.68190564430651.7821.5473.332.1272.6684.7946.2260.65316.8819.730.2249.9286.67

RCG08626800023788.22190564284449.521.5471.051.9732.6684.6415.9580.65316.61218.4530.2248.6686.67

RCG09626800023788.22190564284449.521.5471.051.9732.6684.6415.9580.65316.61218.4530.2248.6686.67

RCG10626800024300.78190564335750.321.5471.852.0272.6684.6956.0530.65316.70618.8930.2249.186.67

RCG11626800024300.78190564335750.321.5471.852.0272.6684.6956.0530.65316.70618.8930.2249.186.67

RCG12626800024781.2190564383651.0521.5472.62.0782.6684.7456.140.65316.79419.330.2249.5186.67

RCG13626800024781.2190564383651.0521.5472.62.0782.6684.7456.140.65316.79419.330.2249.5186.67

RCG14626800025147.33190564420251.6221.5473.172.1162.6684.7836.2070.65316.8619.6130.2249.8386.67

RCG15626800025147.33190564420251.6221.5473.172.1162.6684.7836.2070.65316.8619.6130.2249.8386.67

RCW01626800015243.67125172776432.4514.9447.391.2431.7272.973.8020.42254.22411.6319.4831.156.08

TAG0113640009714.4257131542827.4317.0644.490.38680.58160.96841.4210.11791.5383.2294.7828.0115.45

TAG0213640009159.8957131487326.1517.0643.210.36770.58160.94931.3790.11791.4973.0664.7827.84815.45

TAG0313640009352.3457131506626.5917.0643.650.37430.58160.95591.3930.11791.5113.1234.7827.90415.45

TAG0413640009533.4457131524627.0117.0644.070.38060.58160.96221.4070.11791.5253.1764.7827.95715.45

TAG0513640009676.9757131539127.3517.0644.40.38550.58160.96711.4180.11791.5363.2184.7827.99915.45

TAG0613640007452.5845321198521.2613.6434.910.29610.45830.75441.1040.092981.1972.4673.7716.23812.2

TAG0713640007452.5845321198521.2613.6434.910.29610.45830.75441.1040.092981.1972.4673.7716.23812.2

TAG0813640007186.9746141180120.7113.8834.60.28790.46690.75471.0940.094711.1892.3963.8416.23712.43

TAG0913640007039.0745321157120.3113.6433.950.28190.45830.74021.0730.092981.1662.3463.7716.11612.2

TAG1013640007043.5745321157520.3213.6433.960.28210.45830.74041.0730.092981.1662.3473.7716.11812.2

TAG1113640007179.8445321171220.6313.6434.280.28670.45830.7451.0840.092981.1762.3873.7716.15812.2

TAG1213640007315.4445321184720.9513.6434.590.29140.45830.74971.0940.092981.1872.4273.7716.19712.2

TAG1313640007315.4445321184720.9513.6434.590.29140.45830.74971.0940.092981.1872.4273.7716.19712.2

TAG1413640007422.0445321195421.1913.6434.840.29510.45830.75341.1020.092981.1952.4583.7716.22912.2

TAG1513640007422.0445321195421.1913.6434.840.29510.45830.75341.1020.092981.1952.4583.7716.22912.2

TAW015622282505.84180543117.6355.74213.380.096740.17440.27110.39420.035670.42990.79221.4412.2344.696

TCG01170200012414.5681602057539.5729.4869.040.42410.71481.1391.7940.14911.9433.3646.1029.46520

TCG02170200011859.7981602001838.2929.4867.760.4050.71481.121.7530.14911.9023.2016.1029.30320

TCG03170200012052.281602021238.7329.4868.210.41160.71481.1261.7670.14911.9163.2586.1029.35920

TCG04170200012233.581602039439.1529.4868.620.41790.71481.1331.780.14911.933.3116.1029.41220

TCG05170200012377.3181602053839.4829.4868.950.42280.71481.1381.7910.14911.943.3536.1029.45420

TCG061702000989667041659931.9524.4256.370.33470.58240.91711.4450.12171.5672.6414.9787.61916.33

TCG071702000989667041659931.9524.4256.370.33470.58240.91711.4450.12171.5672.6414.9787.61916.33

TCG0817020009634.5568011643531.4724.7556.220.32590.59120.91721.4360.12351.562.5645.0537.61716.58

TCG0917020009473.1767041617730.9824.4255.40.32020.58240.90251.4140.12171.5352.5174.9787.49516.33

TCG1017020009477.4767041618230.9924.4255.410.32030.58240.90271.4140.12171.5362.5184.9787.49716.33

TCG1117020009617.0967041632131.3124.4255.730.32510.58240.90751.4240.12171.5462.5594.9787.53716.33

TCG1217020009755.7267041645931.6324.4256.050.32990.58240.91231.4350.12171.5572.64.9787.57816.33

TCG1317020009755.7267041645931.6324.4256.050.32990.58240.91231.4350.12171.5572.64.9787.57816.33

TCG1417020009864.5667041656931.8824.4256.30.33360.58240.9161.4430.12171.5652.6324.9787.6116.33

TCG1517020009864.5667041656931.8824.4256.30.33360.58240.9161.4430.12171.5652.6324.9787.6116.33

TCW018669544153.973210736414.3612.2426.60.13120.26520.39630.63120.055990.68720.99952.2883.2877.556

UAG01223600026334.0595853591966.2922.6388.920.96810.87871.8472.650.1772.8288.2325.57913.8120.83

UAG02223600022870.195853245658.3122.6380.940.84890.87871.7282.3910.1772.5687.2185.57912.820.83

UAG03223600023975.5395853356060.8622.6383.490.88690.87871.7662.4740.1772.6517.5415.57913.1220.83

UAG04223600025241.595853482663.7722.6386.410.93050.87871.8092.5690.1772.7467.9125.57913.4920.83

UAG05223600026241.8495853582866.0822.6388.710.96490.87871.8442.6440.1772.8218.2055.57913.7820.83

UAG06223600020846.6779932884052.818.9971.780.76760.73081.4982.1260.14732.2736.5244.64511.1717.35

UAG07223600020846.6779932884052.818.9971.780.76760.73081.4982.1260.14732.2736.5244.64511.1717.35

UAG08223600018107.6979932610146.4818.9965.470.67330.73081.4041.9210.14732.0685.7214.64510.3717.35

UAG09223600018107.6979932610146.4818.9965.470.67330.73081.4041.9210.14732.0685.7214.64510.3717.35

UAG10223600018967.8579932695948.4618.9967.450.70290.73081.4341.9850.14732.1335.9734.64510.6217.35

UAG11223600018967.8579932695948.4618.9967.450.70290.73081.4341.9850.14732.1335.9734.64510.6217.35

UAG12223600019969.4579932796250.7818.9969.760.73740.73081.4682.060.14732.2086.2664.64510.9117.35

UAG13223600019969.4579932796250.7818.9969.760.73740.73081.4682.060.14732.2086.2664.64510.9117.35

UAG14223600020707.6479932869952.4818.9971.460.76280.73081.4942.1160.14732.2636.4824.64511.1317.35

UAG15223600020761.1979932875352.618.9971.580.76460.73081.4952.120.14732.2676.4984.64511.1417.35

UAW0112190007420.4138141123419.659.45529.10.27440.3420.61640.8220.069250.89122.3192.1894.5088.188

UCG01255300028875.87118864076477.7534.241121.0021.0032.0053.0030.20623.2098.3516.83415.1925.06

UCG02255300025413.6118863729969.7734.241040.88331.0031.8862.7440.20622.957.3366.83414.1725.06

UCG03255300026518.13118863840372.3134.24106.60.92141.0031.9242.8270.20623.0337.6616.83414.525.06

UCG04255300027783.54118863967275.2334.24109.50.96491.0031.9672.9220.20623.1288.0316.83414.8725.06

UCG05255300028784.58118864067277.5434.24111.80.99931.0032.0022.9960.20623.2028.3256.83415.1625.06

UCG06255300023285.9100943338163.3329.392.630.80620.84811.6542.4570.17462.6326.7025.79512.521.25

UCG07255300023285.9100943338163.3329.392.630.80620.84811.6542.4570.17462.6326.7025.79512.521.25

UCG08255300020515.66100943061156.9429.386.240.71090.84811.5592.250.17462.4245.895.79511.6921.25

UCG09223600018107.6979932610146.4818.9965.470.67330.73081.4041.9210.14732.0685.7214.64510.3717.35

UCG10223600018967.8579932695948.4618.9967.450.70290.73081.4341.9850.14732.1335.9734.64510.6217.35

UCG11255300021385.87100943148058.9529.388.250.74090.84811.5892.3150.17462.496.1455.79511.9421.25

UCG12255300022400.88100943249561.2929.390.590.77570.84811.6242.390.17462.5656.4425.79512.2421.25

UCG13255300022400.88100943249561.2929.390.590.77570.84811.6242.390.17462.5656.4425.79512.2421.25

UCG14255300023199.64100943329463.1329.392.430.80320.84811.6512.450.17462.6256.6765.79512.4721.25

UCG15255300023199.64100943329463.1329.392.430.80320.84811.6512.450.17462.6256.6765.79512.4721.25

UCW0115220009242.1152481449026.8515.9942.840.31170.42910.74081.0590.088931.1482.5482.985.52810.91

UDVAW01112548802.83718.515213.6223.6717.2930.010760.038640.049390.11080.0090570.11980.036450.39060.42711.328

UDVCW013794052602.782330493311.7411.923.640.034880.12530.16020.35920.029360.38860.11821.2671.3854.307

VAG015238000157752.92359218134733936.18375.231.23.74534.9432.840.396733.231705.65175.655.68

VAG065238000132862.420974153838285.732.2431826.253.32829.5827.650.3527281435.03148.149.5

VAG075238000132862.420974153838285.732.2431826.253.32829.5827.650.3527281435.03148.149.5

VAW01253600023973.6494113338453.0114.9867.994.6241.4786.1024.9450.15765.10325.182.30127.4822.14

VCG015455000159520.625174184694346.944.26391.231.223.8335.0533.080.416733.5170.16.511176.658.61

VCG065455000134724.222468157196293.539.67333.226.333.41429.7427.920.371728.29143.45.825149.252.29

VCG075455000134724.222468157196293.539.67333.226.333.41429.7427.920.371728.29143.45.825149.252.29

VCW01274300025640.71104953613358.819.6178.414.7811.5636.3445.2270.17245.399262.81328.8224.27

XAG01437500018989.74113173030744.4217.9162.320.8881.292.1782.990.30863.2997.77713.0420.8232.24

XAG02437500016930.06113172824839.6717.9157.580.81721.292.1082.8360.30863.1457.17413.0420.2132.24

XAG03437500017650.19113172896641.3317.9159.230.8421.292.1322.890.30863.1997.38413.0420.4332.24

XAG04437500018316.13113172963442.8617.9160.770.86491.292.1552.940.30863.2497.57913.0420.6232.24

XAG05437500018835.69113173015244.0617.9161.970.88271.292.1732.9790.30863.2877.73213.0420.7732.24

XAG06437500018989.74113173030744.4217.9162.320.8881.292.1782.990.30863.2997.77713.0420.8232.24

XAG07437500018989.74113173030744.4217.9162.320.8881.292.1782.990.30863.2997.77713.0420.8232.24

XAG08437500016930.06113172824839.6717.9157.580.81721.292.1082.8360.30863.1457.17413.0420.2132.24

XAG09437500016930.06113172824839.6717.9157.580.81721.292.1082.8360.30863.1457.17413.0420.2132.24

XAG10437500017650.19113172896641.3317.9159.230.8421.292.1322.890.30863.1997.38413.0420.4332.24

XAG11437500017650.19113172896641.3317.9159.230.8421.292.1322.890.30863.1997.38413.0420.4332.24

XAG12437500018316.13113172963442.8617.9160.770.86491.292.1552.940.30863.2497.57913.0420.6232.24

XAG13437500018316.13113172963442.8617.9160.770.86491.292.1552.940.30863.2497.57913.0420.6232.24

XAG14437500018835.69113173015244.0617.9161.970.88271.292.1732.9790.30863.2877.73213.0420.7732.24

XAG15437500018835.69113173015244.0617.9161.970.88271.292.1732.9790.30863.2877.73213.0420.7732.24

XAW0120810006800.3150881188916.178.31324.480.33370.57050.90421.1940.13651.332.9295.7278.65614.25

XCG01476600020550.24129593350950.5923.5974.180.93411.4172.3513.3040.34393.6488.11514.4222.5435.68

XCG02476600018478.31129593143745.8223.5969.410.86281.4172.283.1490.34393.4937.50714.4221.9335.68

XCG03476600019202.83129593216247.4923.5971.070.88771.4172.3053.2030.34393.5477.71914.4222.1435.68

XCG04476600019872.48129593283349.0323.5972.620.91071.4172.3283.2530.34393.5977.91614.4222.3435.68

XCG05476600020395.09129593335450.2323.5973.820.92871.4172.3463.2920.34393.6368.06914.4222.4935.68

XCG06476600020550.24129593350950.5923.5974.180.93411.4172.3513.3040.34393.6488.11514.4222.5435.68

XCG07476600020550.24129593350950.5923.5974.180.93411.4172.3513.3040.34393.6488.11514.4222.5435.68

XCG08476600018478.31129593143745.8223.5969.410.86281.4172.283.1490.34393.4937.50714.4221.9335.68

XCG09476600018478.31129593143745.8223.5969.410.86281.4172.283.1490.34393.4937.50714.4221.9335.68

XCG10476600019202.83129593216247.4923.5971.070.88771.4172.3053.2030.34393.5477.71914.4222.1435.68

XCG11476600019202.83129593216247.4923.5971.070.88771.4172.3053.2030.34393.5477.71914.4222.1435.68

XCG12476600019872.48129593283349.0323.5972.620.91071.4172.3283.2530.34393.5977.91614.4222.3435.68

XCG13476600019872.48129593283349.0323.5972.620.91071.4172.3283.2530.34393.5977.91614.4222.3435.68

XCG14476600020395.09129593335450.2323.5973.820.92871.4172.3463.2920.34393.6368.06914.4222.4935.68

XCG15476600020395.09129593335450.2323.5973.820.92871.4172.3463.2920.34393.6368.06914.4222.4935.68

XCW0124190007947.8361921413920.2511.832.040.37230.66181.0341.410.16071.5713.236.6969.92516.69

XXAG01524000020031.76128613289347.5519.5667.110.96891.4912.463.5380.393.9288.5216.4624.9837.21

XXAG02524000017940.04128613080242.7219.5662.290.89691.4912.3883.3820.393.7727.90716.4624.3637.21

XXAG03524000018672.46128613153544.4219.5663.970.92211.4912.4133.4370.393.8278.12216.4624.5837.21

XXAG04524000019348.45128613220845.9719.5665.530.94531.4912.4363.4870.393.8778.3216.4624.7837.21

XXAG05524000019876.97128613273947.1919.5666.750.96351.4912.4553.5270.393.9178.47516.4624.9337.21

XXAG06524000020031.76128613289347.5519.5667.110.96891.4912.463.5380.393.9288.5216.4624.9837.21

XXAG07524000020031.76128613289347.5519.5667.110.96891.4912.463.5380.393.9288.5216.4624.9837.21

XXAG08524000017940.04128613080242.7219.5662.290.89691.4912.3883.3820.393.7727.90716.4624.3637.21

XXAG09524000017940.04128613080242.7219.5662.290.89691.4912.3883.3820.393.7727.90716.4624.3637.21

XXAG10524000018672.46128613153544.4219.5663.970.92211.4912.4133.4370.393.8278.12216.4624.5837.21

XXAG11524000018672.46128613153544.4219.5663.970.92211.4912.4133.4370.393.8278.12216.4624.5837.21

XXAG12524000019348.45128613220845.9719.5665.530.94531.4912.4363.4870.393.8778.3216.4624.7837.21

XXAG13524000019348.45128613220845.9719.5665.530.94531.4912.4363.4870.393.8778.3216.4624.7837.21

XXAG14524000019876.97128613273947.1919.5666.750.96351.4912.4553.5270.393.9178.47516.4624.9337.21

XXAG15524000019876.97128613273947.1919.5666.750.96351.4912.4553.5270.393.9178.47516.4624.9337.21

XXAW0127660007851.3261931404218.969.71128.670.39840.7071.1061.5420.18451.7263.5127.74311.2517.65

XXCG01549300021410.39142343564653.1924.9878.1711.5832.5833.7560.41124.1688.72517.2425.9739.78

XXCG02549300019311.53142343354748.3624.9873.330.92831.5832.5113.5990.41124.018.1117.2425.3539.78

XXCG03549300020046.5142343428450.0524.9875.030.95361.5832.5363.6540.41124.0658.32517.2425.5739.78

XXCG04549300020724.77142343496051.6124.9876.590.97691.5832.563.7050.41124.1168.52417.2425.7739.78

XXCG05549300021255.81142343549052.8324.9877.810.99521.5832.5783.7450.41124.1568.67917.2425.9239.78

XXCG06549300021410.39142343564653.1924.9878.1711.5832.5833.7560.41124.1688.72517.2425.9739.78

XXCG07549300021410.39142343564653.1924.9878.1711.5832.5833.7560.41124.1688.72517.2425.9739.78

XXCG08549300019311.53142343354748.3624.9873.330.92831.5832.5113.5990.41124.018.1117.2425.3539.78

XXCG09549300019311.53142343354748.3624.9873.330.92831.5832.5113.5990.41124.018.1117.2425.3539.78

XXCG10549300020046.5142343428450.0524.9875.030.95361.5832.5363.6540.41124.0658.32517.2425.5739.78

XXCG11549300020046.5142343428450.0524.9875.030.95361.5832.5363.6540.41124.0658.32517.2425.5739.78

XXCG12549300020724.77142343496051.6124.9876.590.97691.5832.563.7050.41124.1168.52417.2425.7739.78

XXCG13549300020724.77142343496051.6124.9876.590.97691.5832.563.7050.41124.1168.52417.2425.7739.78

XXCG14549300021255.81142343549052.8324.9877.810.99521.5832.5783.7450.41124.1568.67917.2425.9239.78

XXCG15549300021255.81142343549052.8324.9877.810.99521.5832.5783.7450.41124.1568.67917.2425.9239.78

XXCW0130030008820.7571211594122.6413.0735.710.42510.77491.21.7010.20071.9013.7048.37212.0819.51

YAG0110470005352.123609896117.4212.2729.690.1480.23990.3880.65540.066080.72151.1212.6323.7536.748

YAG0210470005253.493609886217.1912.2729.460.14470.23990.38460.64810.066080.71421.0922.6323.7246.748

YAG0310470005293.453609890217.2912.2729.550.1460.23990.3860.6510.066080.71711.1042.6323.7366.748

YAG0410470005339.483609894817.3912.2729.660.14760.23990.38750.65450.066080.72061.1172.6323.7496.748

YAG0510470005346.383609895517.4112.2729.680.14780.23990.38780.6550.066080.72111.1192.6323.7516.748

YAG0610470005352.123609896117.4212.2729.690.1480.23990.3880.65540.066080.72151.1212.6323.7536.748

YAG0710470005352.123609896117.4212.2729.690.1480.23990.3880.65540.066080.72151.1212.6323.7536.748

YAG0810470005253.493609886217.1912.2729.460.14470.23990.38460.64810.066080.71421.0922.6323.7246.748

YAG0910470005253.493609886217.1912.2729.460.14470.23990.38460.64810.066080.71421.0922.6323.7246.748

YAG1010470005293.453609890217.2912.2729.550.1460.23990.3860.6510.066080.71711.1042.6323.7366.748

YAG1110470005293.453609890217.2912.2729.550.1460.23990.3860.6510.066080.71711.1042.6323.7366.748

YAG1210470005339.483609894817.3912.2729.660.14760.23990.38750.65450.066080.72061.1172.6323.7496.748

YAG1310470005339.483609894817.3912.2729.660.14760.23990.38750.65450.066080.72061.1172.6323.7496.748

YAG1410470005346.383609895517.4112.2729.680.14780.23990.38780.6550.066080.72111.1192.6323.7516.748

YAG1510470005346.383609895517.4112.2729.680.14780.23990.38780.6550.066080.72111.1192.6323.7516.748

YAW013844491609.36139930095.7794.91510.70.039920.091280.13120.21750.024790.24230.28180.991.2722.597

YCG0114730007904.6660191392328.4523.1451.590.19140.37960.5711.0260.099721.1251.3374.0125.34911.12

YCG0214730007801.5760191381928.2123.1451.350.18790.37960.56751.0180.099721.1181.3074.0125.31911.12

YCG0314730007843.3960191386228.3123.1451.450.18930.37960.56891.0210.099721.1211.3194.0125.33111.12

YCG0414730007891.3660191391028.4123.1451.560.1910.37960.57051.0250.099721.1241.3334.0125.34511.12

YCG0514730007898.660191391728.4323.1451.580.19120.37960.57081.0250.099721.1251.3354.0125.34711.12

YCG0614730007904.6660191392328.4523.1451.590.19140.37960.5711.0260.099721.1251.3374.0125.34911.12

YCG0714730007904.6660191392328.4523.1451.590.19140.37960.5711.0260.099721.1251.3374.0125.34911.12

YCG0814730007801.5760191381928.2123.1451.350.18790.37960.56751.0180.099721.1181.3074.0125.31911.12

YCG0914730007801.5760191381928.2123.1451.350.18790.37960.56751.0180.099721.1181.3074.0125.31911.12

YCG1014730007843.3960191386228.3123.1451.450.18930.37960.56891.0210.099721.1211.3194.0125.33111.12

YCG1114730007843.3960191386228.3123.1451.450.18930.37960.56891.0210.099721.1211.3194.0125.33111.12

YCG1214730007891.3660191391028.4123.1451.560.1910.37960.57051.0250.099721.1241.3334.0125.34511.12

YCG1314730007891.3660191391028.4123.1451.560.1910.37960.57051.0250.099721.1241.3334.0125.34511.12

YCG1414730007898.660191391728.4323.1451.580.19120.37960.57081.0250.099721.1251.3354.0125.34711.12

YCG1514730007898.660191391728.4323.1451.580.19120.37960.57081.0250.099721.1251.3354.0125.34711.12

YCW017408973367.583020638713.0811.92250.072570.18690.25950.46650.04850.5150.46331.962.4245.542

YYAG0112260005585.583924951018.1812.7330.910.16310.27740.44050.75870.081250.841.2563.2664.5227.69

YYAG0212260005484.923924940917.9412.7330.680.15960.27740.4370.75120.081250.83251.2263.2664.4937.69

YYAG0312260005525.653924945018.0412.7330.770.1610.27740.43840.75430.081250.83551.2383.2664.5057.69

YYAG0412260005572.633924949718.1512.7330.880.16260.27740.440.75780.081250.8391.2523.2664.5187.69

YYAG0512260005579.813924950418.1612.7330.90.16290.27740.44030.75830.081250.83951.2543.2664.527.69

YYAG0612260005585.583924951018.1812.7330.910.16310.27740.44050.75870.081250.841.2563.2664.5227.69

YYAG0712260005585.583924951018.1812.7330.910.16310.27740.44050.75870.081250.841.2563.2664.5227.69

YYAG0812260005484.923924940917.9412.7330.680.15960.27740.4370.75120.081250.83251.2263.2664.4937.69

YYAG0912260005484.923924940917.9412.7330.680.15960.27740.4370.75120.081250.83251.2263.2664.4937.69

YYAG1012260005525.653924945018.0412.7330.770.1610.27740.43840.75430.081250.83551.2383.2664.5057.69

YYAG1112260005525.653924945018.0412.7330.770.1610.27740.43840.75430.081250.83551.2383.2664.5057.69

YYAG1212260005572.633924949718.1512.7330.880.16260.27740.440.75780.081250.8391.2523.2664.5187.69

YYAG1312260005572.633924949718.1512.7330.880.16260.27740.440.75780.081250.8391.2523.2664.5187.69

YYAG1412260005579.813924950418.1612.7330.90.16290.27740.44030.75830.081250.83951.2543.2664.527.69

YYAG1512260005579.813924950418.1612.7330.90.16290.27740.44030.75830.081250.83951.2543.2664.527.69

YYAW014862661828.47162734566.5315.48312.010.048760.11230.16110.27310.032320.30540.3551.3021.6573.15

YYCG0116240008099.0162871438629.0923.5652.650.20390.41130.61521.1130.11261.2261.4494.5485.99711.92

YYCG0216240007994.6462871428128.8523.5652.410.20030.41130.61161.1050.11261.2181.4184.5485.96611.92

YYCG0316240008036.8762871432528.9523.5652.510.20180.41130.61311.1090.11261.2211.4314.5485.97911.92

YYCG0416240008085.2962871437329.0623.5652.620.20350.41130.61481.1120.11261.2251.4454.5485.99311.92

YYCG0516240008600.7462871488830.2523.5653.810.22120.41130.63251.1510.11261.2631.5964.5486.14411.92

YYCG0616240008604.9162871489030.2623.5653.820.22130.41130.63261.1510.11261.2641.5974.5486.14511.92

YYCG0716240008604.9162871489030.2623.5653.820.22130.41130.63261.1510.11261.2641.5974.5486.14511.92

YYCG0816240008436.7562871472229.8723.5653.430.21550.41130.62681.1390.11261.2511.5484.5486.09611.92

YYCG0916240008436.7562871472229.8723.5653.430.21550.41130.62681.1390.11261.2511.5484.5486.09611.92

YYCG1016240008503.4662871479030.0223.5653.590.21780.41130.62911.1440.11261.2561.5684.5486.11611.92

YYCG1116240008503.4662871479030.0223.5653.590.21780.41130.62911.1440.11261.2561.5684.5486.11611.92

YYCG1216240008561.9462871485030.1623.5653.720.21980.41130.63111.1480.11261.261.5854.5486.13311.92

YYCG1316240008561.9462871485030.1623.5653.720.21980.41130.63111.1480.11261.261.5854.5486.13311.92

YYCG1416240008600.7462871488830.2523.5653.810.22120.41130.63251.1510.11261.2631.5964.5486.14411.92

YYCG1516240008600.7462871488830.2523.5653.810.22120.41130.63251.1510.11261.2631.5964.5486.14411.92

YYCW018363253795.023232702714.3212.4826.80.088430.20660.29510.53710.05560.59270.59592.2552.8516.065

ZAG0115340006735.3947751151120.5313.3333.860.21780.36290.58070.90290.10191.0051.7533.8545.6079.408

ZAG0215340006527.6447751130220.0613.3333.380.21070.36290.57360.88730.10190.98921.6923.8545.5469.408

ZAG0315340006612.8847751138820.2513.3333.580.21360.36290.57650.89370.10190.99561.7173.8545.5719.408

ZAG0415340006681.3847751145620.4113.3333.740.2160.36290.57890.89890.10191.0011.7373.8545.5919.408

ZAG0515340006729.0147751150520.5213.3333.850.21760.36290.58050.90240.10191.0041.7513.8545.6059.408

ZAG0615340006735.3947751151120.5313.3333.860.21780.36290.58070.90290.10191.0051.7533.8545.6079.408

ZAG0715340006735.3947751151120.5313.3333.860.21780.36290.58070.90290.10191.0051.7533.8545.6079.408

ZAG0815340006527.6447751130220.0613.3333.380.21070.36290.57360.88730.10190.98921.6923.8545.5469.408

ZAG0915340006527.6447751130220.0613.3333.380.21070.36290.57360.88730.10190.98921.6923.8545.5469.408

ZAG1015340006612.8847751138820.2513.3333.580.21360.36290.57650.89370.10190.99561.7173.8545.5719.408

ZAG1115340006612.8847751138820.2513.3333.580.21360.36290.57650.89370.10190.99561.7173.8545.5719.408

ZAG1215340006681.3847751145620.4113.3333.740.2160.36290.57890.89890.10191.0011.7373.8545.5919.408

ZAG1315340006681.3847751145620.4113.3333.740.2160.36290.57890.89890.10191.0011.7373.8545.5919.408

ZAG1415340006729.0147751150520.5213.3333.850.21760.36290.58050.90240.10191.0041.7513.8545.6059.408

ZAG1515340006729.0147751150520.5213.3333.850.21760.36290.58050.90240.10191.0041.7513.8545.6059.408

ZAW013875191499.22133728374.9583.8998.8570.045930.099270.14520.22030.02750.24780.3581.0431.4012.603

ZCG0119600009097.3270931619230.6823.2953.970.26070.50120.7621.2660.1371.4031.9815.3017.28213.63

ZCG0219600008883.7970931597730.1923.2953.480.25340.50120.75461.250.1371.3871.9185.3017.21913.63

ZCG0319600008971.2970931606430.3923.2953.680.25640.50120.75761.2570.1371.3941.9445.3017.24513.63

ZCG0419600009041.8570931613630.5523.2953.840.25880.50120.76011.2620.1371.3991.9655.3017.26513.63

ZCG0519600009091.1570931618530.6723.2953.960.26050.50120.76171.2660.1371.4031.9795.3017.2813.63

ZCG0619600009097.3270931619230.6823.2953.970.26070.50120.7621.2660.1371.4031.9815.3017.28213.63

ZCG0719600009097.3270931619230.6823.2953.970.26070.50120.7621.2660.1371.4031.9815.3017.28213.63

ZCG0819600008883.7970931597730.1923.2953.480.25340.50120.75461.250.1371.3871.9185.3017.21913.63

ZCG0919600008883.7970931597730.1923.2953.480.25340.50120.75461.250.1371.3871.9185.3017.21913.63

ZCG1019600008971.2970931606430.3923.2953.680.25640.50120.75761.2570.1371.3941.9445.3017.24513.63

ZCG1119600008971.2970931606430.3923.2953.680.25640.50120.75761.2570.1371.3941.9445.3017.24513.63

ZCG1219600008516.6570931561129.3423.2952.630.24080.50120.7421.2230.1371.361.8115.3017.11213.63

ZCG1319600008516.6570931561129.3423.2952.630.24080.50120.7421.2230.1371.361.8115.3017.11213.63

ZCG1419600008527.3170931562129.3723.2952.660.24110.50120.74241.2240.1371.3611.8145.3017.11513.63

ZCG1519600008527.3170931562129.3723.2952.660.24110.50120.74241.2240.1371.3611.8145.3017.11513.63

ZCW016433842498.54248049799.3538.47217.830.06420.17060.23480.38520.045960.43120.45421.7872.2424.706

ZZAG0118950006618.0554131203220.6414.1534.80.22960.44110.67071.0750.13371.2081.8715.1817.05111.35

ZZAG0218950006482.9654131189620.3314.1534.490.22490.44110.66611.0650.13371.1981.8315.1817.01211.35

ZZAG0318950006542.7254131195620.4714.1534.620.2270.44110.66811.0690.13371.2031.8485.1817.02911.35

ZZAG0418950006600.8254131201420.614.1534.760.2290.44110.67011.0730.13371.2071.8655.1817.04611.35

ZZAG0518950006611.4954131202520.6314.1534.780.22940.44110.67051.0740.13371.2081.8695.1817.04911.35

ZZAG0618950006618.0554131203220.6414.1534.80.22960.44110.67071.0750.13371.2081.8715.1817.05111.35

ZZAG0718950006618.0554131203220.6414.1534.80.22960.44110.67071.0750.13371.2081.8715.1817.05111.35

ZZAG0818950006482.9654131189620.3314.1534.490.22490.44110.66611.0650.13371.1981.8315.1817.01211.35

ZZAG0912260005484.923924940917.9412.7330.680.15960.27740.4370.75120.081250.83251.2263.2664.4937.69

ZZAG1018950006542.7254131195620.4714.1534.620.2270.44110.66811.0690.13371.2031.8485.1817.02911.35

ZZAG1118950006542.7254131195620.4714.1534.620.2270.44110.66811.0690.13371.2031.8485.1817.02911.35

ZZAG1218950006600.8254131201420.614.1534.760.2290.44110.67011.0730.13371.2071.8655.1817.04611.35

ZZAG1318950006600.8254131201420.614.1534.760.2290.44110.67011.0730.13371.2071.8655.1817.04611.35

ZZAG1418950006611.4954131202520.6314.1534.780.22940.44110.67051.0740.13371.2081.8695.1817.04911.35

ZZAG1518950006611.4954131202520.6314.1534.780.22940.44110.67051.0740.13371.2081.8695.1817.04911.35

ZZAW015399381616.43166732835.5034.5710.070.05370.13230.1860.29130.039450.33080.42541.5291.9543.438

ZZCG0122640008897.576311652830.5624.0354.590.26680.56660.83341.4030.16361.5672.0466.418.45715.27

ZZCG0222640008759.4376311639030.2524.0354.270.2620.56660.82871.3930.16361.5562.0066.418.41715.27

ZZCG0322640008820.3576311645030.3924.0354.410.26410.56660.83081.3970.16361.5612.0246.418.43415.27

ZZCG0422640008879.7676311651230.5224.0354.550.26620.56660.83281.4020.16361.5652.0416.418.45215.27

ZZCG0522640008890.5576311652130.5524.0354.580.26660.56660.83321.4020.16361.5662.0446.418.45515.27

ZZCG0622640008897.576311652830.5624.0354.590.26680.56660.83341.4030.16361.5672.0466.418.45715.27

ZZCG0722640008897.576311652830.5624.0354.590.26680.56660.83341.4030.16361.5672.0466.418.45715.27

ZZCG0822640008759.4376311639030.2524.0354.270.2620.56660.82871.3930.16361.5562.0066.418.41715.27

ZZCG0922640008759.4376311639030.2524.0354.270.2620.56660.82871.3930.16361.5562.0066.418.41715.27

ZZCG1022640008820.3576311645030.3924.0354.410.26410.56660.83081.3970.16361.5612.0246.418.43415.27

ZZCG1122640008820.3576311645030.3924.0354.410.26410.56660.83081.3970.16361.5612.0246.418.43415.27

ZZCG1222640008879.7676311651230.5224.0354.550.26620.56660.83281.4020.16361.5652.0416.418.45215.27

ZZCG1322640008879.7676311651230.5224.0354.550.26620.56660.83281.4020.16361.5652.0416.418.45215.27

ZZCG1422640008890.5576311652130.5524.0354.580.26660.56660.83321.4020.16361.5662.0446.418.45515.27

ZZCG1522640008890.5576311652130.5524.0354.580.26660.56660.83321.4020.16361.5662.0446.418.45515.27

ZZCW018017582811.722843565510.469.35919.820.077410.20460.2820.47220.057980.53020.56412.2792.8435.59

Racine GIS

Example

Land Use

Coverage

Racine GIS

Example

Soils

Coverage

(Hydrologic Groups)

Racine GIS

Example

Polygons of Combined Conditions

Land Use

Soils

Drainage

BMPs

Racine GIS

Example

Drainage Areas & Subbasins

Racine GIS

Example

Pollutant Loading / Subbasin

Polygons of Combined Conditions

Subbasins

TSS = TS (SLU file: ABC01) * (ABC01 Area within Subbasin LP3A) /100/43560

Racine GIS Example: Results

Solids Load by Subbasin

Rank Subbasins

ID Priority Subbasins

Sheet1

SubbasinArea (ac)Runoff (cubic ft)Suspended Solids

Load (tons/yr)Rate(tns /ac/yr)Cumm. Sum (tns/yr)

NL08023145.08,288,17653.90.453.9

NL05000140.37,801,94350.60.4104.5

PR12000139.97,013,89344.70.3149.2

NL08018113.66,838,19842.20.4191.4

NL08017106.55,989,16237.80.4229.2

SL23029116.86,445,61134.80.3264.0

SL2300495.84,779,25125.50.3289.5

RR13000354.94,207,47623.90.1313.4

SL1900484.84,404,93022.80.3336.2

RR0300086.34,146,21921.80.3358.0

SL1900271.93,758,75921.20.3379.2

RR3702481.63,916,07420.00.2399.2

RR37014143.05,392,14219.90.1419.1

SL2301956.03,236,07719.30.3438.4

SL23028116.33,105,52618.50.2456.9

RR2200088.14,045,74217.90.2474.8

NL0801947.92,764,21917.80.4492.6

RR4000195.53,695,33217.50.2510.1

SL2303554.73,070,69317.40.3527.5

Sheet2

Sheet3

Racine GIS

Example

Identify Critical Subbasins

Racine GIS

Example

ID Alternative BMPs

4

3

2

4

7

F

i

g

u

r

e

1

.

1

S

t

u

d

y

A

r

e

a

N

o

v

e

m

b

e

r

,

2

0

0

2

S

t

o

r

m

w

a

t

e

r

I

n

v

e

s

t

i

g

a

t

i

o

n

C

i

t

y

o

f

R

a

c

i

n

e

,

W

i

s

c

o

n

s

i

n

N

S

t

u

d

y

A

r

e

a

W

a

t

e

r

R

o

a

d

s

C

o

r

p

o

r

a

t

e

L

i

m

i

t

s

L

a

k

e

M

i

c

h

i

g

a

n

C

o

r

p

o

r

a

t

e

L

i

m

i

t

s

L

a

k

e

M

i

c

h

i

g

a

n

C

o

r

p

o

r

a

t

e

L

i

m

i

t

s

4

3

2

4

7

F

i

g

u

r

e

3

.

5

H

y

d

r

o

l

o

g

i

c

S

o

i

l

G

r

o

u

p

s

N

o

v

e

m

b

e

r

,

2

0

0

2

S

t

o

r

m

w

a

t

e

r

I

n

v

e

s

t

i

g

a

t

i

o

n

C

i

t

y

o

f

R

a

c

i

n

e

,

W

i

s

c

o

n

s

i

n

N

W

a

t

e

r

R

o

a

d

s

C

o

r

p

o

r

a

t

e

L

i

m

i

t

s

H

y

d

r

o

l

o

g

i

c

S

o

i

l

G

r

o

u

p

s

A

A

/

D

B

B

/

D

C

C

/

D

D

I

W

0

1

0

0

0

N

L

0

1

0

0

0

N

L

0

2

0

0

0

N

L

0

3

0

0

0

N

L

0

3

0

0

1

N

L

0

3

0

0

2

N

L

0

3

0

0

3

N

L

0

3

0

0

4

N

L

0

3

0

0

5

N

L

0

3

0

0

6

N

L

0

4

0

0

0

N

L

0

4

0

0

1

N

L

0

5

0

0

0

N

L

0

6

0

0

0

N

L

0

6

0

0

2

N

L

0

6

0

0

3

N

L

0

6

0

0

4

N

L

0

7

0

0

0

N

L

0

7

0

0

1

N

L

0

8

0

1

5

N

L

0

8

0

1

6

N

L

0

8

0

2

3

P

R

0

1

0

0

0

P

R

0

2

0

0

0

S

L

2

3

0

2

5

S

L

2

3

0

2

6

S

L

2

3

0

2

7

S

L

2

3

0

2

8

S

L

2

3

0

2

9

S

L

2

3

0

3

0

S

L

2

3

0

3

2

S

L

2

3

0

3

3

S

L

2

3

0

3

4

S

L

2

3

0

3

5

S

L

2

3

0

3

6

P

R

0

3

0

0

0

P

R

0

4

0

0

0

P

R

0

5

0

0

0

P

R

0

6

0

0

0

P

R

0

6

0

0

1

P

R

0

6

0

0

2

P

R

0

6

0

0

3

P

R

0

6

0

0

4

P

R

0

7

0

0

0

P

R

0

8

0

0

0

P

R

0

8

0

0

1

P

R

0

8

0

0

2

P

R

0

8

0

0

3

P

R

0

9

0

0

0

P

R

1

0

0

0

0

P

R

1

1

0

0

0

P

R

1

2

0

0

0

R

R

0

1

0

0

0

R

R

0

2

0

0

0

R

R

0

3

0

0

0

R

R

0

4

0

0

0

R

R

0

6

0

0

0

R

R

0

7

0

0

0

R

R

0

8

0

0

0

R

R

0

9

0

0

0

R

R

1

0

0

0

0

R

R

1

1

0

0

0

R

R

1

2

0

0

0

R

R

1

2

0

0

1

R

R

1

2

0

0

2

R

R

1

2

0

0

3

R

R

1

3

0

0

0

R

R

1

4

0

0

0

R

R

1

5

0

0

0

R

R

1

5

0

0

1

R

R

1

5

0

0

2

R

R

1

5

0

0

3

R

R

1

5

0

0

4

R

R

1

5

0

0

5

R

R

1

5

0

0

6

R

R

1

5

0

0

7

R

R

1

5

0

0

8

R

R

1

5

0

0

9

R

R

1

5

0

1

0

R

R

1

5

0

1

1

R

R

1

5

0

1

2

R

R

1

5

0

1

3

R

R

1

5

0

1

4

R

R

1

5

0

1

6

R

R

1

5

0

1

7

R

R

2

6

0

0

0

R

R

2

7

0

0

0

R

R

2

8

0

0

0

R

R

2

9

0

0

0

R

R

3

0

0

0

0

R

R

3

1

0

0

0

R

R

3

6

0

0

2

R

R

3

7

0

0

0

R

R

3

7

0

0

1

R

R

3

7

0

0

2

R

R

3

7

0

0

3

R

R

3

7

0

0

4

R

R

3

7

0

0

5

R

R

3

7

0

0

6

R

R

3

7

0

0

7

R

R

3

7

0

0

8

R

R

3

7

0

0

9

R

R

3

7

0

1

0

R

R

3

7

0

1

1

R

R

3

7

0

1

2

R

R

3

7

0

1

3

R

R

3

7

0

1

4

R

R

3

7

0

1

5

R

R

3

7

0

1

6

R

R

3

7

0

1

7

R

R

3

7

0

1

8

R

R

3

7

0

1

9

R

R

3

7

0

2

1

R

R

3

7

0

2

2

R

R

3

7

0

2

3

R

R

3

7

0

2

4

R

R

3

7

0

2

5

R

R

3

7

0

2

6

R

R

3

7

0

2

7

R

R

3

7

0

2

8

R

R

3

7

0

2

9

R

R

3

7

0

3

0

R

R

3

8

0

0

0

R

R

3

9

0

0

0

R

R

4

2

0

0

0

R

R

5

2

0

0

0

R

R

6

0

0

0

0

S

L

1

5

0

0

0

S

L

1

7

0

0

0

S

L

1

7

0

0

1

S

L

1

7

0

0

2

S

L

1

8

0

0

0

S

L

1

9

0

0

0

S

L

1

9

0

0

1

S

L

1

9

0

0

2

S

L

1

9

0

0

3

S

L

1

9

0

0

4

S

L

1

9

0

0

5

S

L

1

9

0

0

6

S

L

2

0

0

0

0

S

L

2

1

0

0

0

S

L

2

2

0

0

0

S

L

2

2

0

0

1

S

L

2

3

0

0

0

S

L

2

3

0

0

1

S

L

2

3

0

0

2

S

L

2

3

0

0

3

S

L

2

3

0

0

4

S

L

2

3

0

0

5

S

L

2

3

0

0

6

S

L

2

3

0

0

7

S

L

2

3

0

0

8

S

L

2

3

0

1

0

S

L

2

3

0

1

1

S

L

2

3

0

1

2

S

L

2

3

0

1

3

S

L

2

3

0

1

4

S

L

2

3

0

1

5

S

L

2

3

0

1

6

S

L

2

3

0

1

7

S

L

2

3

0

1

8

S

L

2

3

0

1

9

S

L

2

3

0

2

0

S

L

2

3

0

2

1

S

L

2

3

0

2

2

S

L

2

3

0

2

3

S

L

2

3

0

2

4

S

L

2

4

0

0

1

S

L

2

5

0

0

0

N

L

0

6

0

0

1

N

o

n

r

e

g

N

o

n

r

e

g

N

o

n

r

e

g

N

o

n

r

e

g

N

o

n

r

e

g

N

o

n

r

e

g

N

o

n

r

e

g

N

o

n

r

e

g

N

o

n

r

e

g

N

o

n

r

e

g

N

o

n

r

e

g

S

L

2

3

0

2

3

R

R

1

5

0

0

0

R

R

0

6

0

0

0

N

o

n

r

e

g

L

a

k

e

M

i

c

h

i

g

a

n

C

o

r

p

o

r

a

t

e

L

i

m

i

t

s

N

L

0

8

0

1

9

N

L

0

8

0

1

8

N

L

0

8

0

1

7

N

L

0

8

0

2

1

N

L

0

8

0

2

0

N

L

0

8

0

0

6

N

L

0

8

0

0

3

N

L

0

9

0

0

0

N

L

0

8

0

0

5

N

L

0

8

0

0

8

R

R

5

7

0

0

0

R

R

5

9

0

0

0

N

L

1

2

0

0

0

R

R

5

8

0

0

0

R

R

5

6

0

0

0

N

L

1

3

0

0

0

R

R

5

5

0

0

0

N

L

1

4

0

0

0

R

R

5

4

0

0

0

R

R

3

5

0

0

0

R

R

3

6

0

0

1

R

R

4

1

0

0

0

R

R

4

0

0

0

0

N

L

1

0

0

0

2

N

L

1

0

0

0

1

N

L

1

0

0

0

0

N

L

1

0

0

0

3

N

L

0

8

0

1

0

N

L

0

8

0

0

9

R

R

4

6

0

0

3

R

R

4

6

0

0

2

R

R

4

7

0

0

2

N

L

0

8

0

1

3

R

R

4

7

0

0

1

R

R

4

6

0

0

4

R

R

5

3

0

0

0

R

R

4

7

0

0

0

R

R

6

1

0

0

0

R

R

5

0

0

0

0

R

R

4

6

0

0

1

R

R

2

2

0

0

0

N

L

1

1

0

0

0

R

R

4

8

0

0

0

R

R

4

6

0

0

0

R

R

4

9

0

0

0

R

R

5

1

0

0

0

R

R

2

2

0

0

1

R

R

4

5

0

0

0

R

R

4

4

0

0

0

R

R

2

1

0

0

0

R

R

1

6

0

0

0

R

R

4

3

0

0

0

R

R

3

3

0

0

0

R

R

3

4

0

0

0

R

R

2

3

0

0

0

R

R

1

7

0

0

0

R

R

2

4

0

0

0

R

R

3

2

0

0

0

R

R

1

8

0

0

0

R

R

1

9

0

0

0

R

R

2

0

0

0

0

R

R

2

0

0

0

1

N

L

0

8

0

0

0

N

L

0

8

0

0

1

N

L

0

8

0

0

2

N

L

0

8

0

0

4

N

L

0

8

0

0

7

N

L

0

8

0

1

1

N

L

0

8

0

1

2

N

L

0

8

0

1

4

N

L

0

8

0

2

2

R

R

2

5

0

0

0

R

R

3

6

0

0

0

R

R

3

6

0

0

2

R

R

4

0

0

0

1

S

L

1

6

0

0

0

R

R

1

5

0

0

0

R

R

1

5

0

0

0

P

R

0

8

0

0

1

4

3

2

4

7

F

i

g

u

r

e

3

.

4

O

u

t

f

a

l

l

s

w

i

t

h

S

u

b

b

a

s

i

n

s

N

o

v

e

m

b