optimal design of groundwater quality monitoring using entropy theory

Optimal Design of Groundwater Quality Monitoring Using Entropy TheoryInternational conference on water Scarcity, Global Changes and Groundwater Management ResponsesAhmad Abrishamchi, Rashid Reza Owlia, Massoud Tajrishy and Ali Abrishamchi

INTRODUCTION LITERATURE REVIEWENTROPY CONCEPT METHODOLOGYCASE STUDYRESULTS AND DISCUSSION CONCLUSION REFERENCES

Overview

Introduction

Purpose of GW quality monitoring To determine physical, chemical, and biological characteristics of groundwater resources

GW Quality Monitoring Issues: The main concern is to have a proper design for the groundwater quality monitoring networksThe sampling (monitoring) objective, monitoring variables, selection of sampling points, sampling frequency and duration of sampling

IntroductionDespite an enormous amount of efforts and investments made on monitoring of groundwater qualitya wide range of shortcomings has been identified in current monitoring networks, and as a result, the outcome of the current data collection systems is very insufficient for providing needed information on groundwater quality

IntroductionConsidering the aforementioned issues, the design procedures for groundwater quality networks need more critical investigations. To do so, in the past few years, most of the developed countries have begun to redesign their monitoring programs to modify or revise their existing networks. Assessment of groundwater quality monitoring networks requires methods to determine the potential efficiency and cost-effectiveness of the current monitoring programs

Deficiency of Available Network Design Methods lack of exact definition for the information contained in the data lack of explanation on how the data was measured Introduction

Introductionimprecisely defining the data value or utility, which makes the network have weakness in the contained information and inefficiency in terms of the cost of getting the data methods restriction on transferring the information in space and time

IntroductionStill it remains a question on how to relate the assessment process criteria to the data value. The entropy concept of information theory is a promising method to assess the networks. This theory has been used for hydrometric and water quality networks.

IntroductionSignificant properties of entropy in monitoring systems assessment and redesign are the ability to: provide exact definition of information in tangible terms, quantitatively measure and express the information produced by a network,

IntroductionIn this study, the measure of Transinformation in the discrete entropy theory and the Transinformation-Distance (T-D) curves are used to quantify the efficiency of a monitoring network. This paper aims at decreasing the dispersion in results by using cluster analysis which utilizes fuzzy equivalence relations.

Marketing

IntroductionThe proposed methodology is applied to groundwater resources in the Tehran aquifer, in Tehran, Iran. The results confirm the applicability and the efficiency of the model for optimal design of groundwater monitoring systems.

Literature Review First in 1948 Shannon showed that entropy describes the amount of uncertainty in any probability distribution. Yang and Burn (1994) showed that in comparison with other measures of association, entropy measures are more advantageous as they reflect a directional association among sampling sites on the basis of information transmission characteristics of each site. Ozkul et al. (2000) presented a method using the entropy theory for assessing existing water quality monitoring networks.

Literature ReviewMost of the referred studies were using analytical approaches which required incorporating probability distributions of the random variables; however, the alternative to the analytical approach is to adopt the discrete approach as addressed by Mogheir et al. (2004).

Mogheir et al. (2004) characterized the spatial variability of groundwater quality using discrete and analytical entropy-based approaches.

Entropy Concept Entropy concept can be used as a measure of uncertainty and indirectly as a measure of information in probabilistic terms. Information is attained only when there is uncertainty about an event. Alternatives with a high probability of occurrence convey little information and vice versa. The probability of occurrence of a certain alternative is the measure of uncertainty or the degree of expectedness of a sign, symbol or number. When such uncertainty is removed, the result is information Therefore, the information gained is indirectly measured as the amount of uncertainty or of entropy

MethodologyTo calculate the information measures, the joint or conditional probability is needed, and this can be obtained using a contingency table. To construct a contingency table, let the random variable x have a range of values consisting of v categories (class intervals), whereas the random variable y is assumed to have u categories (class intervals).

Entropy Theory Coefficients The entropy theory has coefficients or information measures, such as information contents, marginal entropy, conditional entropy, joint entropy and Transinformation. For a random variable x, the Marginal Entropy, H(x), can be defined as the potential information of the variable.

For two random variables, x and y, the Conditional Entropy, , is a measure of the information content of x that is not contained in the random variable y.

The Joint Entropy, is the total information content contained in both x and y.

The mutual entropy (information) between x and y, also called Transinformation, T(x,y), is interpreted as the reduction in uncertainty in x, due to the knowledge of the random variable y. It also can be defined as the information content of x that is contained in y.

Schematisation of Entropy theory coefficients

Full dependence between variables x and y

Independence between variables x and y

Entropy Theory Coefficients Transinformation-Distance curves (T-D curves)To improve the accuracy of the T-D curves, fuzzy clustering is used to cluster the study area to some homogenous zones considering major characteristics of each station and finally different T-D curves were calculated for different zones. Marginal Entropy, mean, variance and spatial location of potential stations were used to categorize stations in limited groups that had more resemblance. Max-min method is used as a fuzzy equivalence relation to produce fuzzy similarity matrix.

Temporal Frequency Importance of Temporal Frequency Small-scale sites and facing with several obstaclesThe sampling frequency determination method is used for sampling frequency of each sampling location.(Future sampling frequency based on representative properties of historical concentration data)Representative properties : Properties in each well apart of others Magnitude of concentration (Mean) Direction of change (Iteratively Reweighted Least Square (IRLS) robust regression) Dispersion and inhomogeneity of data around the mean (Standard deviation)

Temporal Frequency The property in each well in relation with other wells : correlation in one specific well with other wells (C.I indice)Using fuzzy clustering for categorizing similar station into four groups

Case Study Tehran-Karadj Aquifer, Tehran, Iran coverage of area more than 1800 Km2 About 865 million cubic meters of water per year is provided for domestic consumption of over 10 million people in this region More than 30 percent of Tehran domestic water demand is supplied from Tehran-Karadj quifer The share of groundwater in supplying water demand (domestic, agricultural, and industrial demand) is raised up to 60 percent during drought conditions Considering 64 quality monitoring stations with semiannual temporal frequency from May 1998 to November 2007 (16 Time intervals)

RESULT AND DISCUSSIONVariation of the Transinformation versus Distance without fuzzy clustering Variation of Transinformation versus distance in different zones with fuzzy clustering

Chart1

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Distance (m)

Transinformation (Nats)

w-1

well-no.utmxutmyLOCATIION

15232003932100

35T-72D

DATEKationAnionTHTDSECS.A.RNa%NaMgKCaSo4ClHco3Co3PH

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1377.818.9418.6490122218424.12948.269.054.250.095.555.55.67.507.4

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1378.80

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35233753956725

35O-15D


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1384.2062754750.5

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1378.80

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1378.80

1378.25.965.461703625681.96342.952.550.40.0131.21.52.7607.8

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1377.20

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55068003955275

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1378.80

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1377.87.577.213304766910.53412.810.951.70.024.91.90.954.3607.7

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65134003955450

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1382.814.114.78458.589714582.30234.974.92.270.036.94.587.82.407.47

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1381.84.434.3616779813272.8251.080.740.012.61.090.822.4507.77

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1380.28.628.353506608452.5191.60.970.026.033.852.152.3508

1379.813.2512.94109281,3112.4792385.022.70.035.54.14.64.207.9

1379.2078010652.5411

1378.80

1378.20

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w-7


75218003951500

35P-85D


1386.813.8514.04420100414462.63538.995.41.60.056.81.949.82.307.96

1386.213.2513.3441599014302.40536.984.91.320.056.981.849.12.407.43

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1385.215.9415.34529.5114216802.32533.565.32.210.058.380.6212.62.1207.4

1384.818.1617.38595.5138619802.56134.426.21.810.0510.10.8514.32.2307.56

1384.218.417.58618112620102.4332.8362.130.0410.230.614.882.107.44

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1381.89.7310.163808541,0201.0772222.11.730.035.870.517.552.107.9

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1379.8080212001.952

1379.214.0613.9725090214292.001264.4492.110.062.894.8745.108.1

1378.80

1378.213.313.29420102414302.39136.844.851.40.0570.810.12.3907.6

1377.813.313.29420102414302.39136.844.851.40.0570.810.12.3907.6

1377.20

w-8


85321503953350

37P-14D5321003953300


1386.812.212.33426.575012071.76729.923.650.390.028.142.734.6507.6

1386.211.3911.5941875611571.46726.3431.560.036.82.444.84.3507.71

1385.811.3711.5146078011281.01219.092.152.210.026.992.294.84.4207.5

1385.211.6711.444576011651.31323.742.752.30.026.61.834.84.7707.1

1384.83.663.821467268321.42120.220.730.120.012.80.940.52.3807.97

1384.211.5211.274206924921.52227.083.11.830.026.571.8154.4607.52

1383.810.5211.0338061810831.49827.762.91.40.026.22.184.34.5507.41

1383.210.3710.141060610641.07220.932.151.870.026.331.374.14.6307.46

1382.89.249.113445479571.27225.542.351.580.015.31.473.54.1407.54

1382.27.977.862855448341.3327282.251.230.024.471.43.123.3407.78

1381.88.088.042665568431.6877342.751.110.024.21.762.254.0308.11

1381.28.237.962554188701.9538383.120.240.014.861.592.53.8707.78

1380.87.657.532454747181.7587362.750.790.014.13.061.053.4207.4

1380.28.178.32575308201.8856373.020.640.024.492.52.23.607.7

1379.88.728.873306168301.156242.11.70.024.91.73.17407.9

1379.26.516.822203825951.42332.412.11.30.013.11.650.874.307.9

1378.80

1378.28.898.583105758841.52830.262.651.120.045.081.53.273.8107.7

1377.88.898.583105758841.52830.262.651.120.045.081.53.273.8107.7

1377.20

w-9


95368753930875

38T-59D


1386.837.0335.31300240034503.05129.71118.870.0317.1321.28.85.307.37

1386.237.0235.91300239434203.05129.71119.610.0216.3921.695.307.17

1385.80233833653.092

1385.236.9335.341285228333103.13330.4111.260.0319.721.298.85.2507.28

1384.80210233103.101

1384.236.7335.741285192033103.07730.03119.840.0315.8621.48.955.3907.31

1383.834.6335.651230199031602.8628.96109.90.0314.721.459.2507.54

1383.232.831.251149195331002.89729.949.89.780.0213.217.088.95.2707.55

1382.830.5229.111025152429803.1332.83107.790.0212.7115.668.54.9507.34

1382.228.8127.51.0041.99630002.745730980.00311.69148.275.2307.8

1381.828.8127.51,0041,99627202.7457308.78.390.0311.69148.275.2307.8

1381.216.5316.354401.93725593.142477.73.30.035.53.055.47.907.34

1380.828.4728.078931,87824503.54813710.67.180.0210.6713.49.275.408

1380.224.3224.17551,70822403.3482389.26.560.028.5411.357.854.908

1379.826.8226.517901,60818553.9136411170.028.812.767.46.3507.6

1379.221.5720.55687.5150816802.98236.257.86.030.027.7286.775.7807.6

1378.80

1378.20

1377.823.4222.76680153425203.76641.939.86.140.027.46124.66.1607.2

1377.20

w-10


105439503954500

39P-3D


1386.88.028.183385027800.6815.591.251.440.015.322.31.74.1807.23

1386.26.476.77222.54066541.34130.9121.30.023.151.871.83.108.02

1385.86.866.952604246741.0324.21.651.470.013.731.81.753.408.1

1385.27.787.683264827480.69816.21.251.140.015.381.51.254.9307.22

1384.88.699.13334788401.11223.3621.350.035.311.91.85.407.86

1384.27.67.953073927160.83319.211.451.420.014.721.881.984.0907.86

1383.87.547.883254177310.57713.791.031.40.015.11.851.824.2107.41

1383.204167530.641

1382.87.887.93304157750.70516.241.271.60.01521.84.107.69

1382.27.67.653174627780.702171.251.350.014.991.5524.107.7

1381.87.667.693164827510.7544181.341.430.014.881.461.824.4107.68

1381.27.487.643113656720.7088171.251.260.014.961.61.74.3407.82

1380.804306460.7621

1380.27.687.93115006210.8222191.452.020.014.22.123.807.5

1379.810.2710.634165829300.9315191.92.070.056.251.881.956.807.1

1379.27.747.883095047260.88820.161.551.380.014.81.831.854.207.6

1378.80

1378.28.318.793255208181.00421.781.82.030.014.472.762.153.8807.55

1377.88.318.793255208181.00421.781.82.030.014.472.762.153.8807.55

1377.20

w-11


115397003951850 This station is ignored in calculation

38P-41D


1386.89.039.43565508811.00721.041.91.750.015.37225.407.65

1386.23.673.611502023790.53917.980.660.730.012.270.860.352.407.71

1385.88.048.01311.54727951.02622.511.82.380.013.851.851.94.2608

1385.29.729.553955929330.91618.721.82.070.025.831.52.155.906.92

1384.83.743.881592103660.44414.970.550.690.012.491.10.62.1808.01

1384.26.596.332823486090.56614.420.921.730.033.911.141.293.907.88

1383.80

1383.20

1382.89.349.39391.55109470.76316.171.51.850.015.981.932.15.3607.67

1382.29.519.293925769610.8333181.651.920.025.921.531.95.8607.48

1381.88.938.793685788883.8079181.552.420.024.941.71.95.1907.84

1381.29.929.744054668530.8944181.81.820.026.281.641.96.207.51

1380.84.865.071873224810.8128231.110.790.022.941.021.05307.7

1380.210.3110.654255887850.8731181.82.30.016.22.652.15.907.3

1379.80

1379.23.883.87157.52083480.58218.810.711.150.0220.90.372.608.1

1378.80

1378.210.0710.074205809560.81516.581.642.30.036.12.1825.8907.45

1377.810.0710.074205809560.81516.581.642.30.036.12.1825.8907.45

1377.20

w-12


125264503929400

36U-60D


1386.833.5732.64797230033206.23452.4317.65.540.0310.415.5498.107.63

1386.231.129.77693.5207429706.53155.3117.25.350.038.52138.758.0207.56

1385.834.534.07872.5213132305.77249.42175.950.0511.515.79108.2807.26

1385.230.9529.92665.5204629406.8385717.64.610.048.713.87.98.2207.04

1384.830.4130.8718.5220031005.98452.75165.220.049.1514.548.18.1607.32

1384.231.8730.49737187830306.3153.7517.16.120.038.6214.168.47.9307.26

1383.829.5329.25685177128106.04853.6115.85.80.037.913.027.88.4307.25

1383.228.9528686175427855.81552.6115.24.520.039.212.17.78.207.31

1382.827.8526.57591156828006.59457.56164.970.036.8511.537.37.7407.71

1382.226.8625.655741,8322,7906.40695715.353.890.037.599.97.458.307.19

1381.819.3318.934501,2961,8714.85545310.33.910.035.098.025.25.7107.94

1381.219.0518.774111,0771,9815.32725710.84.330.033.896.55.057.2207.62

1380.80145023005.821

1380.225.8525.575501,9562,6006.31075714.84.980.056.0214.85.275.507.4

1379.825.1424.9455017712,5106.01225614.14.260.046.7410.277.7407.6

1379.224.424.37490161823106.59659.8414.53.50.16.311.15.777.507.4

1378.80

1378.222.9322.85470139225206.24159.0113.55.680.033.728.35.179.3807.4

1377.822.9322.85470139225206.24159.0113.55.680.033.728.35.179.3807.4

1377.20

w-13


135119703923715

33V-14D


1386.812.0711.88294.573211973.58450.956.151.920.033.973.732.455.708

1386.211.912.2827673411663.82253.366.352.020.033.54.372.355.5607.98

1385.811.7811.86287.575511283.55651.1962.350.033.44.022.255.5907.39

1385.212.1711.96289.580211383.7552.426.352.270.033.523.82.45.7607.47

1384.811.5311.927574011783.63652.361.80.033.742.25.708.17

1384.212.0312.2630065011853.48150.1362.460.033.544.052.415.807.5

1383.812.4812.3531566211623.48249.526.152.80.033.54.222.35.8307.58

1383.212.0512.29283.569011903.78952.956.352.170.033.53.982.55.8107.62

1382.811.9712.1426364411874.13856.066.72.050.013.214.092.355.707.82

1382.211.2511.22546981,1973.8626556.152.080.032.993.3925.8107.61

1381.812.1812.782736821,1374.0587556.72.040.033.414.452.36.0307.9

1381.211.712.162845631,1353.56345262.350.033.323.782.246.1407.93

1380.811.9611.962447401,1054.5133597.052.10.032.783.72.275.9907.8

1380.211.6411.83237021,0802.8655455.152.550.033.914.125.707.5

1379.813.4313.12707208524.86866082.40.0334.426.707.4

1379.211.1811.0725067010433.90955.286.1520.0333.52.175.407.8

1378.80

1378.20

1377.80

1377.20

w-14



39O - 4D


1386.810.4110.6639764410121.2323.542.451.640.026.32.662.45.607.73

1386.210.441039864210171.22823.472.451.860.036.12.32.255.4507.93

1385.810.5210.03412.568610311.11821.582.251.860.026.392.212.25.6207.19

1385.210.4210.01412.565610251.06820.832.151.750.026.51.922.45.6907.16

1384.87.056.732574827301.19127.091.91.290.013.851.751.83.1807.83

1384.210.6810.21428.559210591.01919.762.11.890.016.682.12.515.607.22

1383.83.483.61501773100.39213.790.430.70.052.30.870.52.2307.94

1383.212.3111.7436466411452.63640.8652.980.034.34.542.54.707.91

1382.80

1382.20

1381.810.4510.194147181,1131.0566212.151.560.026.721.62.65.9907.55

1381.23.963.881752083990.3401120.450.950.012.550.680.52.707.98

1380.83.974.021862263500.183570.251.530.012.180.40.43.2208.2

1380.20

1379.80

1379.20

1378.80

1378.210.7810.1342564410581.10621.152.251.340.037.162.562.375.207.2

1377.810.7810.1342564410581.10621.152.251.340.037.162.562.375.207.2

1377.20

w-15




1386.822.2621.58686161623203.24538.198.55.980.047.749.956.6807.82

1386.222.2121.68688.5156622703.20137.828.46.670.047.1104.96.7807.52

1385.822.2921.54692.5148221503.20737.878.46.370.047.48104.86.7407.36

1385.222.0422.75700156822103.03936.4886.350.047.6511.64.556.607.32

1384.827.9328.32759.5179027104.62345.6112.75.840.049.3513.028.27.107.98

1384.20

1383.80

1383.20

1382.819.9118.98543.5103818863.87845.494.820.046.059.163.86.0207.47

1382.24.584.781782704820.74952211.190.022.370.881.22.708.19

1381.80

1381.220.4819.236001,0842,0303.4497418.455.90.036.19.963.16.1707.68

1380.847.6846.91,3003,1804,1505.99074521.613.960.0812.0421.616.48.907.8

1380.221.6321.45001,4302,1305.18765411.65.90.034.19.55.86.107.8

1379.855.1155.771,5003,9464,6506.45494625150.111534.512.878.407.4

1379.228.6530.4760205026404.87946.9513.48.60.056.618.46.355.6507.5

1378.800

1378.223.9121.74668162221704.08244.1210.58.040.055.3211.893.975.8807.8

1377.823.9121.74668162221704.08244.1210.58.040.055.3211.893.975.8807.8

1377.20

w-16


165271003938550

36S-39D


1386.813.2213.7653394213671.10519.292.551.570.019.093.545.84.4207.97

1386.213.7913.6753489913431.34222.483.11.780.018.93.575.54.607.74

1385.813.8113.8756792413241.03717.892.452.050.029.293.276.14.507.35

1385.213.9514.4354793814111.28721.5831.890.019.052.886.55.0507.69

1384.812.9113.48522.583813101.07619.062.451.550.018.93.485.44.607.62

1384.212.8413.0550474412831.22921.52.751.720.018.362.785.364.9107.43

1383.812.0612.4847570011661.17521.232.551.60.017.93.134.94.4507.52

1383.211.7611.7346065011401.19421.772.551.270.017.932.664.54.5707.35

1382.810.5610.9642059510991.05420.462.151.330.017.072.664.43.907.56

1382.211.9712.384808341,2561.0726202.351.620.027.982.595.24.5907.69

1381.807171.191.04

1381.211.9111.94836081,1381.0243192.251.450.018.225.84.108.03

1380.811.5611.14838781,1280.8649171.91.60.018.051.45.93.807.8

1380.208209700.88

1379.89.819.694007649190.9181.81.50.016.50.94.44.3907.65

1379.28.568.93406788740.95520.561.750.80.0162.13.8307.5

1378.80

1378.29.419.23707349231.04521.3621.40.0161.73.93.607.3

1377.89.419.23707349231.04521.3621.40.0161.73.93.607.3

1377.20

w-17


175272253937150

36T-33D


1386.819.0319.89410115619185.33456.7510.82.80.035.46.297.75.907.84

1386.213.3313.41335.576413723.60349.516.62.320.024.393.315.84.307.65

1385.815.8316.6385106615694.14351.368.13.20.034.55.85.25.607.25

1385.212.0712.6430277012523.4749.9661.820.034.223.143.16.407.37

1384.815.4716.09397101815963.77948.687.53.440.034.54.854.76.5407.71

1384.214.6615.0337783015083.66748.577.13.180.024.363.934.36.807.45

1383.816.8317.42325101116845.7361.3810.320.034.55.796.45.2307.47

1383.214.7814.54357.582014374.03551.627.63.060.034.093.9746.5707.51

1382.823.6924.19612136824604.62848.3311.43.940.058.37.3111.45.4807.56

1382.214.514.123718921,4963.6599497.053.10.034.3213.764.45.9607.28

1381.818.3218.433391,1521,9196.24596311.53.620.043.165.1610.223.0508.2

1381.223.0522.386101,3402,4404.37274710.83.540.058.666.1710.55.7107.22

1380.818.6218.854421,1601,7754.6376539.752.540.036.33.859.65.407.8

1380.215.7215.952959721,6205.7057629.82.50.023.45.16.354.507.6

1379.816.8316.93151,0221,6955.9166310.52.20.034.14.875.107.8

1379.217.7317.94380110817935.19757.1410.12.60.0355.247.35.407.7

1378.80

1378.223.4523.27600153228004.67448.8311.43.20.058.86.212.674.407.25

1377.823.4523.27600153228004.67448.8311.43.20.058.86.212.674.407.25

1377.20

w-18


185265253928075

36U-69D


1386.826.5526.5575180026706.25556.5154.860.056.6414.16.4607.93

1386.228.8527.51625206529506.5256.516.36.650.055.8515.516.75.308.13

1385.844.4642.51130294742106.50349.1721.89.80.0612.826.796.808.2

1385.234.9733.59826235234106.4252.7618.47.670.058.8519.8576.7407.59

1384.828.5527.39605191628406.68857.6216.45.450.056.6515.55.36.5907.83

1384.235.6534.03850222435306.39752.3118.68.520.058.4820.667.176.208.07

1383.828.6528.31630171327206.39556.021660.056.616.15.96.3107.53

1383.229.0528.6650178928406.29555.25166.220.056.7816.45.96.307.71

1382.835.634.01877205935806.09850.73187.80.069.7420.17.256.6607.55

1382.242.7540.910352,8294,1006.8383522210.070.0510.6325.487.507.82

1381.845.6643.631,2402,9964,2805.90684620.811.10.0613.727.758.777.1107.36

1381.229.2427.936601,6252,9306.227955166.20.04715.215.96.8207.66

1380.839.9638.891,0152,9703,4706.15214919.68.960.0611.3424.167.976.7607.8

1380.225.8525.575501,9562,6006.31075714.84.980.056.0214.85.275.507.4

1379.847.0444.71,0203,0383,1906.275726.610.190.0510.229.287.508

1379.20245030056.2231

1378.80

1378.20

1377.80

1377.20

w-19


195344003941250

37R-101D


1386.89.629.88358168610171.29525.472.451.370.015.792.333.63.9507.85

1386.20279011301.36

1385.812.6212.35474.5389212941.43724.83.12.610.036.883.85.62.9508.2

1385.2046429811.21

1384.86.566.2824554266771.06125.311.650.740.014.161.3322.9508.06

1384.28.317.9432465108941.01722.021.81.020.035.461.593.13.2507.6

1383.817.316.516257100417621.9227.754.773.30.039.23.745.27.5707.3

1383.20895717912

1382.817.4115.1614991218222.0729.475.12.830.039.453.0857.0207.52

1382.29.389368106229861.04252221.350.026.011.73.43.907.55

1381.88.578.27335115568931.0107221.851.750.024.952.073.2307.87

1381.216.3715.636181283715041.60962542.170.0210.183.64.77.3307.23

1380.811.4211.134251381211481.4067262.91.10.027.42.844.3308.1

1380.29.79.553571473411301.3505262.550.790.026.342.753.43.407.7

1379.815.7315.3585151,08215821.65382642.70.0393.94.86.607.7

1379.28.328.32280166648451.62632.692.651.40.074.22.953.272.107.9

1378.8017

1378.28.328.32280186648451.62632.692.651.40.074.22.953.272.107.9

1377.812.6212.17458.51970612631.61127.343.422.30.036.872.93.85.4707.3

1377.20

w-20


205221003912850

34W-6D


1386.817.1817.62207.5110817729.02575.67130.670.033.486.837.23.5908.07

1386.215.6216.11130996165511.40283.23130.60.0226.816.92.407.96

1385.816.3316.3118089916619.48877.9612.70.830.032.776.337.22.7808.2

1385.216.0316.33200107216758.50775.05120.690.033.315.796.93.6407.57

1384.815.3816.08197.596417538.13374.3211.40.650.033.36.26.23.6807.98

1384.216.0416.63185102417079.07376.9312.30.470.043.236.086.783.7707.89

1383.816.3317.13245100616237.30269.9911.41.50.033.46.766.63.7708.04

1383.214.2814.5197.589314897.35172.3410.30.850.033.15.15.83.607.8

1382.814.8115.5218491716728.20575.1511.10.680.0335.626.23.708.1

1382.215.4314.832209641,6397.416271110.710.033.695.065.83.9707.74

1381.815.7115.152098801,5177.95477311.50.70.033.485.355.64.208.01

1381.213.5513.272018231,5166.7007709.50.670.033.354.464.74.1107.77

1380.813.4812.881858561,2797.1683739.750.690.033.014.34.34.2808

1380.212.8312.451908261,3266.52927090.60.033.24.5543.907.9

1379.808191,2936.31

1379.212.3812.9620081212605.92667.698.350.80.033.25.13.873.9907.2

1378.80

1378.211.9411.6825373810924.32557.626.851.60.033.464.682.54.507.55

1377.811.9411.6825373810924.32557.626.851.60.033.464.682.54.507.55

1377.20

w-21


215378003938850

37S-65D


1386.818.1618.53607115617632.43533.0464.040.028.15.567.0307.42

1386.2000113817502.43

1385.8000111817402.3

1385.20109917302.5

1384.817.1617.08567108017152.44433.925.82.840.028.54.415.27.4707.74

1384.20105017252.4

1383.87.067.39220102017352.3537.682.650.70.013.72.12.273.0207.15

1383.218.5417.8263699117402.30831.395.84.290.028.435.625.86.407.45

1382.818.9718.98657.595919132.2730.685.84.450.028.76.56.16.3807.2

1382.218.3118.256241,2541,9162.3218325.84.630.037.856.336.25.7207.83

1381.817.717.276491,1681,7071.8449274.74.530.028.455.275.86.207.8

1381.218.9318.26409151,6502.4112326.14.40.038.465.66.607.22

1380.819.7519.426841,2921,7532.3132316.054.720.028.966.256.476.707.9

1380.215.7315.855099501,4222.4612355.554.140.016.035.56.753.607.6

1379.819.4219.656401,1841,7722.6088346.63.80.0297.26.555.907.5

1379.216.7516.7549113016372.46334.455.753.480.027.56.94.65.207.4

1378.80

1378.218.5717.8630120418402.37932.155.954.290.028.314.935.47.4707.05

1377.818.5717.8630120418402.37932.155.954.290.028.314.935.47.4707.05

1377.20

w-22


225278003910100

36X-18D


1386.822.5521.9439.5153423506.53560.7513.72.940.065.858.68.94.407.89

1386.223.122.01412155424307.29164.0714.82.840.065.48.69.83.6107.67

1385.822.0221.55373.5144822807.52966.0814.53.170.054.38.959.43.208.05

1385.223.7622.8405151024007.78265.9115.62.450.065.658.99.34.607.66

1384.822.4822.4381.5133824907.60366.0614.82.230.055.49.298.54.6107.96

1384.229.0628.65499166428708.54165.66192.880.087.19.9514.44.307.82

1383.826.9628.26515167427907.34161.816.63.20.067.19.6314.54.1307.86

1383.223.5424.2449.5147024506.86361.8114.530.055.998.5611.54.1407.76

1382.826.9926.8467.5166229508.15965.3617.62.920.046.438.714.33.807.96

1382.226.4826.364811,7722,8607.66016416.82.820.066.88.2913.54.5708.04

1381.826.3625.474351,5942,6208.43856717.630.065.78.1713.63.707.91

1381.225.0624.154501,5202,7407.542464162.150.066.858.211.474.4807.63

1380.819.45193701,2801,8956.238562122.450.054.957.774.307.8

1380.225.0624.874301,6462,5807.90876616.42.80.065.88.212.454.2207.5

1379.823.622.94001,5902,2607.566152.650.65.357.610.94.407.7

1379.201,5402,6207.1

1378.80

1378.218.5218.4423.5124018144.88454.27102.870.055.67.45.85.207.4

1377.818.5218.4423.5124018144.88454.27102.870.055.67.45.85.207.4

1377.217.9517.9260132818827.90771.0312.71.20.0548.26.333.3708

w23


235139003941650

33R-40D5140003941600


1386.83.823.7345.52924134.29975.922.90.110.010.80.930.951.8508.2

1386.23.583.71152363781.18435.481.270.250.012.051.050.52.1508.11

1385.83.793.78131.52403781.01230.611.140.690.021.941.010.72.0707.8

1385.23.923.971252383651.2736.221.410.80.011.71.010.452.5108.19

1384.83.883.711252103301.23435.571.370.680.011.821.10.42.2108.1

1384.23.533.66107.52023571.33139.091.370.550.011.60.90.422.160.188.32

1383.83.613.781201983471.10533.521.20.80.011.610.422.3607.94

1383.23.373.51192003450.90829.380.980.70.011.680.850.42.2508.12

1382.84.014.191352124011.12832.671.30.790.011.910.890.72.607.77

1382.23.843.881322044051.0464321.20.770.011.860.910.472.507.78

1381.801873771.16

1381.23.53.561081713401.2924391.340.470.011.680.690.372.508.29

1380.802083151.37

1380.23.993.861202442921.4423401.580.80.011.61.060.42.407.8

1379.84.714.521752604080.9071261.21.30.012.21.250.572.707.8

1379.23.53.771112483701.21536.571.270.420.011.810.372.408.1

1378.80

1378.24.494.39181.53084330.63819.150.850.960.012.671.40.62.3907.8

1377.80

1377.20

w-24



34U-21D


1386.839.4837.741370253936803.24230.41212.30.0815.123.546.87.407.69

1386.240.9639.051314218234104.02835.6514.612.280.081425.376.47.2807.72

1385.837.4335.681310207030903.1033011.1510.450.0815.7522.65.77.3806.99

1385.238.8337.561357.5236634303.1730.0811.613.010.0814.1423.915.97.7507.16

1384.837.6137.61280207533003.35731.93129.60.011625.25.27.208.03

1384.236.3834.721195196432203.6134.3112.48.910.0814.99215.68.1207.4

1383.833.6733.991270196831302.32124.568.210.50.0714.920.625.28.1707.52

1383.232.4631.731354.5197131301.45916.545.311.280.0715.8118.915.17.7207.31

1382.832.9531.461084.5168029803.41934.1711.210.060.0611.6319.165.3707.53

1382.214.814.131898441,5788.011975111.350.032.424.456.72.9807.3

1381.89.479.492425569222.9569494.61.560.033.283.321.924.2507.6

1381.20

1380.817.2116.65511,1681,5252.6199366.153.840.047.187.62.676.3307.7

1380.20

1379.80

1379.217.4117.34378.5122818175.05856.529.83.170.044.47.663.7407.4

1378.80

1378.226.0522.15715185627904.39445.1111.76.660.057.6411.625.075.4607.5

1377.826.0522.15715185627904.39445.1111.76.660.057.6411.625.075.4607.5

1377.220.9620.22475155225805.25854.6811.43.560.065.9410.65.883.7408.1

w-25


255214003913750

35X-21D


1386.817.6618.05381123618495.12356.63103.240.044.388.34.55.2507.86

1386.216.6616.62391113016904.4552.828.83.220.044.67.545.1208.2

1385.816.5316.1494.5110516022.98640.176.63.870.046.028.454.33.3508.1

1385.215.9115.3548391615282.84439.286.23.860.055.86.854.24.307.52

1384.822.4521.64645141622103.7642.549.54.20.058.79.875.66.1707.53

1384.217.2617.95371112618175.10957.019.83.020.044.48.44.35.2508.16

1383.815.2415.846585615002.75538.985.92.80.046.57.13.45.307.54

1383.287.63309.57888551.02922.631.81.070.015.121.5333.107.6

1382.817.9117.45428102018544.5252.219.32.790.055.777.665.24.5907.87

1382.217.2917.843481,1881,7955.52536010.32.850.044.17.44.46.0407.93

1381.80150024008

1381.228.6428.583501,8423,31011.5537621.60.890.056.19.4216.52.6607.6

1380.829.8531.173501,9243,17012.1877722.810.0569.2719.32.607.7

1380.222.4322.712591,4862,40010.6877717.20.780.054.47.7123.0107.5

1379.821.6521.071101,5102,0203.8059449.43.30.058.99.95.475.707.7

1379.215.8516.57325106615105.18658.999.31.90.054.67.64.474.507.6

1378.814.6314.2733054.8982.20.034.45.553.375.3507.5

1378.20

1377.820.3519.3590149418003.5242.028.52.80.0598.55.25.607.45

1377.20

w-26


265202003945975

35Q-106D5201003946050


1386.89.249.625166610222.65145.464.21.540.023.482.54.62.508.02

1386.28.228.582085329392.80849.274.050.460.013.72.234.22.1507.95

1385.810.0210.12292.570710102.43841.624.151.130.024.722.64.43.1207.34

1385.27.317.641653907693.12254.8640.70.012.61.183.972.4907.59

1384.87.197.421594647963.1855.7740.610.012.571.613.52.3107.67

1384.27.227.36172.54648002.8752.223.750.80.022.651.413.552.407.74

1383.88.869.022555739552.35542.443.750.80.014.32.14.42.5207.88

1383.26.746.76166.54217022.64350.593.40.760.012.571.183.252.3307.99

1382.87.197.12181.54497872.64349.513.550.790.012.841.353.472.307.64

1382.26.526.481263666903.57056240.820.011.691.013.671.808.03

1381.86.526.823,1504627002.8577543.50.60.022.41.273.352.208.13

1381.28.988.852504708532.2452443.551.250.433.751.34.952.607.75

1380.84.484.391624357602.19281.230.760.012.481.070.832.4907.9

1380.27.037.421994086732.1479433.031.110.022.871.753.42.2707.7

1379.88.658.72756067471.8874363.131.40.024.11.54.52.707.7

1379.27.527.5220.54787952.09441.363.10.610.013.81.753.22.5508.1

1378.80

1378.26.66.521664207062.54649.73.270.590.012.731.52.672.3507.7

1377.86.66.521664207062.54649.73.270.590.012.731.52.672.3507.7

1377.20

w-27


275327503946350

37Q-71D


1386.814.6214.554297614851.61125.653.753.180.037.662.913.97.6907.72

1386.2082013001.801

1385.810.5710.1534067011072.04535.673.753.140.023.662.93.73.5507.75

1385.218.317.45703.5113018001.59523.124.23.770.0310.32.95.59.0506.88

1384.86.316.18252.53946290.79319.971.251.20.013.851.61.72.8807.96

1384.211.0710.8336563811201.97334.063.753.30.0242.7644.0707.83

1383.836.3535.5388568011861.7551.3118.65.70.051216.3312.36.907.66

1383.212.8212.2347571412511.52325.93.32.540.026.9623.46.8307.43

1382.814.2713.754583315241.44423.623.352.920.027.98247.707.38

1382.212.2112.124607581,2901.39952532.490.026.72.053.276.807.4

1381.812.212.084447401,2601.5661273.32.430.026.452.183.46.507.48

1381.211.9211.784306081,1761.5914283.320.026.61.73.26.8807.36

1380.814.4214.215078901,2921.8973304.272.840.027.291.745.876.608.1

1380.211.9311.634047521,2331.9166323.852.840.015.232.853.255.5307.8

1379.814.8914.825409461,3511.7557274.084.80.0162.753.578.507.9

1379.212.2711.6742579611651.82930.733.752.20.026.32.22.976.507.4

1378.80

1378.213.5513.14488.588813451.7127.93.752.370.037.42.663.37.1807.75

1377.813.5513.14488.588813451.7127.93.752.370.037.42.663.37.1807.75

1377.20

w-28


285211003941450

35R-71D5210003941300


1386.86.927.171204567234.10865.034.50.740.021.662.152.72.3208.02

1386.27.077.291204007204.24565.774.650.660.021.741.842.82.6507.64

1385.877.31146.54777023.36358.144.050.530.022.42.092.62.6207.49

1385.27.417.512154287432.12141.973.10.670.013.631.592.373.5507.71

1384.87.547.58176.55668083.01853.1841.150.012.381.782.8307.83

1384.26.947.152194708551.7336.892.550.480.013.91.462.543.1507.64

1383.86.927.181254497483.95363.874.40.50.0221.333.32.5508

1383.26.086.36153.53806662.4349.5130.570.012.50.962.52.907.59

1382.88.048.18251.54768871.89837.4430.860.014.171.692.63.8907.35

1382.28.778.423005489671.5877322.750.870.025.131.6333.7907.42

1381.86.326.61354606863.0983573.60.60.022.11.52.552.5508.16

1381.26.76.891463496423.0207563.650.30.132.621.492.82.608.15

1380.88.158.071695548243.6538594.750.730.022.651.73.972.408

1380.27.377.551484366983.6229604.40.550.022.41.63.652.307.8

1379.87.327.351404127053.8031624.50.640.022.161.53.22.6508

1379.25.835.921253765762.97857.123.250.70.081.81.651.672.608.05

1378.80

1378.20

1377.85.646.23158.53465961.96243.792.450.440.022.732.261.772.207.7

1377.20

w29


295193003932950

34T-41D


1386.815.0815.06435100815453.04542.116.352.90.035.85.563.26.307.46

1386.215.0814.6543597014933.04542.116.353.30.035.44.783.56.3707.93

1385.815.1814.5452.599214602.88240.386.12.60.036.4543.76.807.22

1385.213.8814.141593814612.73940.25.5530.035.34.053.56.5507.11

1384.814.6114.56439101615222.78339.95.83.280.035.54.5446.0207.86

1384.214.8314.33422.583214843.10443.026.353.330.035.124.545.8307.76

1383.815.1314.6143083014563.14943.166.530.035.64.583.76.3307.39

1383.215.4314.99465.585615002.83739.666.13.40.025.914.474.076.4507.32

1382.813.9813.37372.580614763.38346.716.53.360.034.094.44.14.8707.82

1382.215.7315.954951,0241,6692.6069375.83.910.035.993.835.26.9207.36

1381.815.9615.945039501,5462.6083375.854.250.055.814.425.725.807.79

1381.217.2816.65118601,5693.09664173.720.066.54.255.17.2507.32

1380.815.1514.654258501,4833.2014446.63.280.055.224.24.555.907.8

1380.214.614.384209421,4963.0008426.153.770.054.634.454.355.5807.7

1379.814.7514.474009401,4403.3521466.74.070.063.925.074.64.807.7

1379.215.1515.1844097414903.02741.916.33.30.055.54.414.376.407.6

1378.80

1378.214.4614.13437.593614202.7339.495.653.460.065.294.143.876.1207.5

1377.814.4614.13437.593614202.7339.495.653.460.065.294.143.876.1207.5

1377.20

w-30



36Q-110D


1386.88.918.674006008700.4510.10.92.40.015.62.274.32.107.53

1386.20

1385.89.139.38418.56249360.3728.320.751.210.017.163.23.82.3807.84

1385.20

1384.80

1384.20

1383.86.927.123204267110.2917.510.511.10.015.32.373.31.4508.19

1383.27.597.243504797980.3157.770.580.40.016.61.983.361.907.59

1382.87.347.11337.54308020.3218.040.581.080.015.672.013.571.5307.71

1382.210.119.84777771,1100.251860.551.090.028.452.85.11.907.52

1381.88.277.963835718930.306770.60.880.026.772.14.11.7607.88

1381.23.283.361461533160.2979110.360.602.320.70.622.0408.12

1380.80

1380.29.769.454509568610.353580.751.20.017.83.454.61.407.4

1379.89.119.074155809050.392790.83.30.0152.34.77207.7

1379.28.448.543186708681.16624.6520.660.085.72.22.753.5908.4

1378.80

1378.210.6710.48485.584211320.43690.951.610.018.12.954.253.2807.4

1377.810.6710.48485.584211320.43690.951.610.018.12.954.253.2807.4

1377.20

w-31


315176003943900

34R-27D


1386.85.996.111493965992.45850.0830.630.012.352.290.73.1208.04

1386.26.326.621703846262.22445.892.90.720.022.682.521.22.908.02

1385.85.96.171623865602.0945.092.651.050.012.192.350.83.0207.68

1385.26.016.251503626222.45850.0830.270.012.731.891.153.2107.97

1384.86.346.64166.54086602.33347.4830.60.012.732.041.33.307.81

1384.26.346.64160.53506382.47149.373.120.710.012.51.951.223.4707.94

1383.85.465.651403295772.24848.722.650.70.012.11.5513.108

1383.26.146.371693716402.12344.952.750.880.012.51.921.13.3507.9

1382.86.366.431553396372.61951.263.250.630.012.472.031.23.207.45

1382.25.725.991483426082.2604482.750.470.012.491.391.43.207.73

1381.85.916.131703925991.9202432.51.090.022.31.980.92.870.388.65

1381.26.926.721953426292.15114430.790.033.12.321.52.907.66

1380.87.216.942044486892.1941443.130.910.013.162.31.473.1708.3

1380.26.866.891774426452.499493.320.630.012.92.51.073.3207.7

1379.85.795.651243705622.9634573.30.480.0121.4513.207.9

1379.27.187.272054847282.15142.931.20.082.92.32.072.907.9

1378.80

1378.27.897.582235107692.29743.473.420.890.013.572.831.673.0807.85

1377.87.897.582235107692.29743.473.420.890.013.572.831.673.0807.85

1377.20

w-32


325141003930225

33T-69D


1386.815.9816.21590102015741.70925.974.153.30.038.55.173.657.3907.61

1386.215.8515.8159196414911.64525.2445.020.036.84.213.58.108.03

1385.817.1217.87643.5105215821.67524.834.24.770.058.15.273.88.807.24

1385.218.0718.96646114417682.02628.55.15.180.057.745.764.38.906.95

1384.823.3524.36699.5105417602.4540.099.35.490.068.56.347.021107.37

1384.217.7318.51541.596417542.96538.926.854.50.056.333.775.69.1407.54

1383.817.6417.1960091416042.30331.975.65.20.046.83.724.88.6707.18

1383.216.8917.3256094016502.40533.695.654.780.046.422.855.29.2707.12

1382.814.7115.3627083815332.2963.299.32.160.013.243.933.57.9307.83

1382.214.5914.884908621,4602.1458334.753.970.045.832.983.78.207.41

1381.8081514602.18

1381.215.9915.845407651,4672.2162325.154.80.0462.1249.7207.23

1380.814.5114.614858601,2952.1704334.784.230.035.472.653.778.1907.7

1380.213.9914.14588141,3452.2428354.83.690.035.473.23.57.407.6

1379.812.4312.654008261,1722.2364.43.80.034.22.682.474.742.768.4

1379.214.814.1546879212952.51536.765.44.380.044.981.34.478.3807.1

1378.80

1378.214.3914.9942080614082.92341.635.953.620.044.783.214.47.3807.4

1377.814.3914.9942080614082.92341.635.953.620.044.783.214.47.3807.4

1377.211.411.35258.565811453.87554.656.23.560.031.613.24.23.9508

w-33


335242003915900

35W-15D


1386.838.5137.43581.52632386011.11469.5926.83.430.088.217.3313.76.407.92

1386.228.0827.48471201028808.5766.2418.64.420.065165.94.880.78.42

1385.829.0728.28470200028709.07367.6619.64.060.075.34175.85.4808.09

1385.229.8528.5489.5208029409.06767.2204.590.065.2175.95.607.98

1384.841.0939.6880296042407.91957.1723.48.450.099.1525.88.8507.92

1384.239.7838.06784.5239838708.60160.56247.730.097.9624.628.74.7407.91

1383.837.7836.48685221735209.20163.74245.90.087.8256.45.0808.19

1383.230.3128.91532.5184629308.5264.8619.64.550.066.117.625.95.3908.11

1382.821.1120.22403215032108.6561.82134.410.053.65104.75.5207.81

1382.235.0336.726392,4483,5108.78566422.25.90.066.8725.225.95.608.14

1381.839.4938.287812,7723,8008.5196023.87.710.087.926.86.54.9807.96

1381.223.8523.114401,3462,4507.150963153.920.054.889.985.957.1807.67

1380.823.2422.214501,5202,2006.69396114.24.050.044.959.086.36.8307.6

1380.20170022506.28

1379.80190024005.8

1379.20210029005.2

1378.80

1378.20

1377.80

1377.227.7129.11486.5208232808.15264.8917.950.084.7318.45.64.670.448.9

w-34


345197003943150

34R-75D


1386.87.287.4183.54607222.65849.453.60.940.012.732.462.32.6408.01

1386.27.027.31633607082.93753.423.750.50.012.7622.62.707.67

1385.86.9971844466772.4447.353.30.730.012.952.51.62.907.6

1385.26.616.811603826852.69651.593.40.480.012.721.712.32.807.97

1384.86.867.151654667152.77251.93.550.70.012.61.92.32.9507.81

1384.26.676.911674107072.57749.933.320.60.012.741.62.92.4107.71

1383.86.967.031703756572.7351.153.550.90.012.51.842.32.8907.72

1383.26.26.5154.53926522.50250.163.10.520.012.571.32.92.307.65

1382.86.877.081734097122.59349.643.40.560.012.91.812.372.907.65

1382.25.916.151403806972.6199733.10.440.012.3612.82.3507.87

1381.86.456.721724226562.29084730.860.022.571.9222.808

1381.26.176.451513306102.5227513.10.470.052.551.323.1507.74

1380.86.846.991674406502.7124513.50.950.012.381.952.172.8708.1

1380.26.586.81664105492.5224503.251.30.012.021.92.62.307.7

1379.86.716.971584066752.8287533.550.540.012.612.11.972.908.1

1379.203906502.52

1378.80

1378.27.937.91223.55207902.31443.633.451.220.013.252.12.273.5407.65

1377.87.937.91223.55207902.31443.633.451.220.013.252.12.273.5407.65

1377.20

w-35


35.00518200.003952550.00

34P-30D


1386.8012.8313.19420.0095013802.1534.304.400.700.037.702.828.571.800.007.86

1386.2011.4811.71385.0084012381.9132.673.750.950.036.752.617.601.500.007.68

1385.809.9410.23318.0069410072.0136.023.551.160.035.203.005.851.380.007.30

1385.207.727.38245.005288341.8036.532.800.910.023.991.783.901.700.007.62

1384.807.017.08217.005147951.8138.092.650.370.023.972.283.101.700.007.99

1384.207.577.46232.004587881.9238.712.900.780.033.862.203.561.700.007.85

1383.809.789.96325.0066411051.8233.543.251.100.035.401.646.801.520.008.06

1383.2010.4810.47335.0064210702.0736.073.751.000.035.701.577.301.600.007.33

1382.806.286.50208.003946901.4733.762.100.880.023.281.803.001.700.007.63

1382.206.506.68207.004587591.6436.002.350.540.023.591.833.101.750.007.88

1381.805.826.04183.004646571.5937.002.150.720.012.941.312.901.830.007.93

1381.2034.7833.741185.0087013203.6032.0011.004.100.0819.607.9224.201.620.007.64

1380.8019.7719.10417.00133820103.5158.0011.401.080.037.268.808.801.500.007.60

1380.2037.4837.701270.00190029003.3732.0012.005.000.0820.4011.2025.001.500.007.30

1379.8038.1038.071370.00250032002.8628.0010.607.400.1020.009.4026.971.700.007.60

1379.2035.8135.771230.00300635603.2031.3011.104.600.1120.008.4025.571.800.007.40

1378.800.00

1378.2033.7832.961080.00236837003.7136.0612.104.000.0817.6010.7020.501.760.007.50

1377.8033.7832.961080.00236837003.7136.0612.104.000.0817.6010.7020.501.760.007.50

1377.200.00

w-36


365238003917550

35W-8D


1386.821.120.16533146621604.50549.2910.44.850.045.819.455.35.4107.89

1386.218.618.26463134219954.322509.35.040.044.229.165.1408.2

1385.819.8919.05452135019815.10354.5510.84.870.054.17104.94.1507.75

1385.219.8419.25475135019884.74452.1210.34.220.045.289.454.8507.9

1384.820.4619.53481131421104.94352.9810.84.40.045.2210.224.25.1107.94

1384.219.8520.34465122620104.89253.1510.54.50.054.810.314.615.4207.98

1383.819.8419.71420119719015.58257.6611.43.90.044.510.7544.9608.18

1383.218.9918.2432.5114618204.97254.4510.34.380.044.279.14.34.560.248.31

1382.820.1619.3466101120105.02253.7710.84.920.044.410.054.25.0507.71

1382.220.5519.594401,4482,1405.57775711.73.710.055.0910.623.855.1208.07

1381.820.1419.35001,3161,9704.51685010.14.880.045.129.94.25.207.61

1381.219.6418.954651,0651,9464.77655310.34.460.044.849.353.556.0507.51

1380.823.4522.86451,7302,2204.13434510.56.30.056.612.84.15.907.8

1380.218.9418.514201,2801,8455.12345610.54.20.044.29.73.655.1607.6

1379.818.7818.774121,3261,7255.17615610.54.450.053.789.13.975.708.1

1379.217.8316.97400116816104.91555.139.85.70.032.3103.773.207.8

1378.80

1378.218.7418.15410131417705.20556.2410.53.540.044.668.753.85.607.9

1377.818.7418.15410131417705.20556.2410.53.540.044.668.753.85.607.9

1377.20

w-37



37Y-4D5311003911400


1386.821.2421.12445163023705.83157.9112.32.270.046.639.066.85.2607.47

1386.223.4423.07570160023105.02651.2125.640.045.7611.374.7708.19

1385.822.5422.74540154822405.05252.0911.76.20.044.611.047.64.108.02

1385.221.0321.92550140421304.27747.69105.70.035.310.5274.408.07

1384.824.0623.45601151223804.91150.04125.890.046.1311.95.835.7207.74

1384.224.8523.97625149424504.9449.712.36.20.056.311.256.85.9207.57

1383.826.2426.44660155624705.07649.7136.60.046.613.457.15.8907.42

1383.225.324.32663.5151224004.6747.55126.920.036.3511.7775.5507.9

1382.826.9525.69695151327104.9548.42136.90.05712.47.65.6907.8

1382.227.1926.077071,7882,7004.889148136.340.057.812.757.55.8207.44

1381.833.2532.689852,2003,0604.30144113.510.920.058.7815.669.57.5207.48

1381.20

1380.80

1380.20

1379.80

1379.226.0526.9600175224305.73653.94145.70.056.315.36.35.307.7

1378.80

1378.252.7852.031260373855007.7752.2627.513.120.0812.0822.522.47.1307.25

1377.80

1377.20

w-38




1386.876.3175.7213604868716013.28764.2149120.1115.241.25268.4707.84

1386.279.8979.2715385106738012.49561.334915.560.1315.241.8730.86.607.93

1385.873.1170.5713244970711012.81563.7846.515.520.1310.9639.5827.23.7907.98

1385.287.6884.382178532077109.45450.324419.480.1224.0840.8336.47.1507.32

1384.883.0980.822374546077007.30942.8635.521.760.1125.7238.6436.85.3807.82

1384.285.1385.292100469278209.41250.664315.40.1326.643.234.67.4907.05

1383.892.3594.3219105443864012.3958.645416.40.1521.85035.68.7207.4

1383.290.0389.9218945544880011.98357.935219.080.1518.843.3739.66.9507.95

1382.8103.2499.3422305764963012.41856.858.521.60.142353.02397.3207.58

1382.20

1381.896.9795.852,2666,3809,11010.8185351.521.320.152447.2940.87.7607.25

1381.242.95411,0632,4534,3206.6255121.69.670.0911.5915.6205.407.7

1380.844.3644.431,1342,8963,9606.41424921.610.080.0812.615.5823.355.507.7

1380.20

1379.80

1379.27.137.22226.54146501.72836.472.552.730.051.81.751.673.807.7

1378.80

1378.2129.47127.1246660641066016.1461.918019.320.15307543.978.1307.25

1377.8129.47127.1246660641066016.1461.918019.320.15307543.978.1307.25

1377.2147.1136.8369697161260012.03749.757340.20.1833.7256.5764.307.1

w-39


395420003897350

39Z-17D


1386.887.2286.022100543078709.8251.594524.240.2217.7646.2530.69.1707.64

1386.285.3685.252056538077809.70451.554423.920.2417.245.4131.88.0407.9

1385.876.7176.171800479172609.59553.0740.521.880.2114.1241.8729.64.708.2

1385.281.3283.842056504674208.86649.434021.40.219.7243.6431.2907.26

1384.885.5982.520225500787010.04152.754519.240.1521.246.6627.28.6407.8

1384.286.1686.462070485579609.83851.9544.520.60.2620.845.22329.2407.51

1383.884.1587.752000499579309.87252.4744220.151849.2930.67.8607.82

1383.285.7981.972107.5507180509.50650.8743.522.870.1419.2841.9231.58.5507.46

1382.885.2582.872056428079709.73351.774422.90.1318.2242.9131.48.5607.43

1382.287.8584.172,1805,6918,1309.4237504423.40.2520.244.2731.28.707.86

1381.892.1988.542,4726,6528,2708.5484642.529.840.2519.643.64368.907.67

1381.283.2180.82,0004,5767,8609.615524320.80.2119.248266.807.64

1380.883.4879.71,8405,5746,59010.845646.58.80.182846258.707.5

1380.288.7285.262,0006,2787,35010.8445548.524.80.2215.247299.2607.4

1379.886.9685.41,8365,8207,40011.669585022.720.24145026.4907.8

1379.205,40089.5

1378.80

1378.288.0186.312196639484509.40950.14423.560.0920.3646328.3107.15

1377.888.0186.312196639484509.40950.14423.560.0920.3646328.3107.15

1377.287.7681.672100552678609.98652.1445.5250.26174631.454.2208.1

w-40


405332503909750

37Y-6D


1386.842.0841.47990278642007.05652.7622.28.60.0811.215.1220.45.9507.72

1386.242.4643.3979287643007.28753.722.810.690.088.891721.44.908.12

1385.841.5940.8935236541507.48655.0422.89.180.099.5215.4521.24.1508.2

1385.235.6937.05935230436005.55647.616.99.090.099.6114.3816.46.2707.21

1384.846.9146.71140315448407.14151.42410.280.1112.5217.9522.56.2507.69

1384.248.9548.271140295849307.74553.422610.220.1512.5817.0825.45.7907.4

1383.847.2949.621090276646107.72153.925.410.30.0911.519.325.35.0207.95

1383.246.346.161040.5270645107.90255.0525.49.830.0910.9817.1625.33.707.87

1382.857.6558.811277316059908.98655.73210.90.1114.6419.6233.85.3907.36

1382.255.0154.581,2253,5465,4508.68575530.410.020.1114.4819.3729.655.5607.3

1381.852.4652.821,2783,6005,2307.49665126.810.320.115.2417.7529.25.8707.45

1381.244.4942.61,0902,5634,5406.84535122.69.820.0911.9816.8319.426.3507.23

1380.852.4251.121,1373,2664,6108.78025729.69.730.091318.426.26.5207.5

1380.203,2234,3507.8

1379.844.244.471,0803,1404,0906.84655122.511.50.110.118.819.276.407.7

1379.243.2943.971050311442906.87951.4922.2120.09918.420.375.207.9

1378.80

1378.256.155.681500344654006.73946.5226140.11617.532.45.7807.65

1377.856.155.681500344654006.73946.5226140.11617.532.45.7807.65

1377.252.7350.629913290488010.45462.4132.89.980.119.8419.227.973.4507.1

w-41


41.00536850.003905150.00

38Y-13D536700.003905200.00


1386.8038.8638.611039.50246635205.5846.3218.007.620.0713.1715.8316.606.180.008.07

1386.2024.9824.40541.50166424306.0656.4514.105.310.055.5211.845.467.100.008.20

1385.8047.0846.581270.00270845906.0846.0521.6013.500.0811.9019.5824.003.000.008.20

1385.2037.1838.23925.00247537506.1450.2418.606.700.0811.8017.1615.805.270.007.62

1384.8039.3837.82915.00258039206.9753.5321.006.690.0811.6118.6214.205.000.007.79

1384.2032.3833.18735.00197031806.5254.6017.606.200.088.5016.4111.505.270.007.98

1383.8042.2844.041060.00256540706.4849.8621.008.400.0812.8021.0018.005.040.008.09

1383.2037.5137.04942.00229437006.0849.7718.607.900.0710.9416.5016.004.540.007.88

1382.8043.8942.701050.00255244507.0652.1522.807.700.0913.3019.2018.904.600.007.84

1382.2041.4839.591020.00286043006.5851.0021.007.340.0813.0616.2118.804.580.007.43

1381.800.00300049006.25

1381.2053.3652.071514.00315755005.9143.0023.0014.290.0915.9820.0027.075.000.007.35

1380.800.00340052006.30

1380.2054.2554.601433.00363648806.7447.0025.5013.060.0915.6022.0028.004.600.007.20

1379.8041.8941.671000.00292439806.8952.0021.807.500.0912.5019.8017.674.200.007.80

1379.2042.9845.501000.00290640607.2753.4722.906.520.0813.4822.0019.004.500.007.50

1378.800.00

1378.200.00

1377.800.00

1377.200.00

w-42




1386.852.4251.48856.53386537012.02867.1535.22.020.0915.1114.8334.91.7507.84

1386.248.2849.49809.53414543011.24766.28321.540.0914.6513.3334.51.6608.01

1385.80

1385.249.4547.63788.53252493011.99468.1133.61.690.0814.0817.5827.62.4507.78

1384.848.5748.918243344529011.17966.07322.80.0913.6816.6630.41.8508.02

1384.20

1383.811.7312.2536070611202.38838.624.52.50.034.75.52.44.3507.9

1383.212.3111.7436466411452.63640.8652.980.034.34.542.54.707.91

1382.80

1382.20

1381.80

1381.20

1380.80

1380.20

1379.80

1379.20

1378.80

1378.20

1377.80

1377.20

w-43


4353755039334007

38S-27D


1386.816.0316.642596415543.63846.797.52.960.035.544.66.55.508

1386.2086014103.75

1385.812.6912.4329876212593.89953.036.72.520.033.443.414.44.6208.16

1385.216.1316.43429.596416073.63846.757.53.050.045.543.226.17.1107.32

1384.815.0615.7935094215854.30853.5283.560.063.444.26.375.2208.05

1384.2096516503.85

1383.817.6617.7550598717313.36442.817.53.60.066.53.336.87.6207.22

1383.217.4217.96468.5100417323.71946.2183.270.056.13.666.57.807.47

1382.818.0518.6847594318823.92347.378.53.660.055.844.086.38.307.24

1382.215.4716.114149681,6753.5161477.152.940.055.333.435.57.1807.45

1381.812.0812.393476701,2122.7398435.12.790.054.142.44.25.7907.92

1381.217.4817.254428551,5724.0929498.63.230.055.63.855.97.507.31

1380.816.8516.834309641,5943.9543498.22.960.055.643.4967.3407.8

1380.218184809801,4004.4478.353.620.055.984.46.077.5307.4

1379.818.7518.64359961,2754.794654103.40.055.34.35.78.608.1

1379.217.5617.7460113817433.89847.618.32.40.066.84.86.56.407.5

1378.80

1378.217.6617.77465109821803.87747.348.33.580.065.724.55.977.307.25

1377.817.6617.77465109821803.87747.348.33.580.065.724.55.977.307.25

1377.20

w-44



39S-91D


1386.820.0620.25661.5126618912.64433.96.83.830.039.46.257707.83

1386.217.8717.72555117017752.80236.936.63.710.177.396.345.45.80.188.25

1385.815.9515.85443.5104816243.36244.396.94.070.184.86.255.93.708.2

1385.218.4218.05557.5110218373.07939.477.130.178.155.855.46.807.2

1384.817.5717.9513115718073.22741.617.14.260.2167.15.55.307.97

1384.218.3717.98555107018443.08639.587.14.450.176.6565.586.407.65

1383.818.7718.19590105318472.8737.136.83.80.1785.755.66.8407.3

1383.218.2617.58594.5101917722.61334.896.24.110.177.785.485.46.707.44

1382.818.9818.1600100619292.8536.786.83.810.188.1965.36.807.18

1382.218.3817.755851,2221,9592.6874366.53.710.187.995.375.46.9807.43

1381.817.5317.815271,1381,8342.9621406.83.240.197.35.915.56.407.71

1381.213.4512.974998881,7681.4772263.33.060.176.9225.45.5707.74

1380.80

1380.20

1379.80

1379.217.7716.97537121417613.03439.566.853.160.187.5845.877.107.4

1378.80

1378.217.6917.23525114617053.13840.647.13.340.097.166.156.1307.7

1377.817.6917.23525114617053.13840.647.13.340.097.166.156.1307.7

1377.20

w-45


455330813929987

37T-40D5330003930200


1386.819.3319.56515120419163.96646.5693.90.036.45.417.76.4508.11

1386.215.1815.24332.596415804.662568.53.40.033.2557.351.651.248.55

1385.815.3115.02364.597615914.20152.3883.650.023.6446.94.1208.1

1385.217.0317450109217153.78547.1583.20.035.83.586.956.4707.6

1384.817.3117.84424107417654.28851.018.83.230.035.255.356.615.8808.2

1384.215.4915.95398.599616873.76748.557.52.730.025.244.226.15.6307.42

1383.816.0216.3542592016143.64846.947.53.10.025.44.545.95.9107.57

1383.215.3315.82390.582715313.80649.057.52.690.025.123.566.3207.59

1382.816.1916.52433.593717073.61246.457.53.250.025.424.126.16.307.48

1382.220.320.534141,2782,1205.901259122.340.035.934.98.96.7307.49

1381.814.1314.723659801,5463.5592486.83.070.034.233.765.75.2607.81

1381.215.6715.073758511,6024.2086528.152.790.024.714.174.9607.66

1380.816.6216.324301,0681,5353.85794883.20.025.43.855.976.508

1380.222.1321.853001,1001,7504.57316.11.20.034.85.110.95.8507.7

1379.831.9731.13221,1501,9505.28025.50.440.0366.8204.307.6

1379.221.9322.77225120021506.379.4817.41.960.032.544.813.074.907.5

1378.80

1378.219.2319.83360124421406.3462.56121.940.035.264.569.35.9707.5

1377.819.2319.83360124421406.3462.56121.940.035.264.569.35.9707.5

1377.20

w-46


465330003930559

37T-40D


1386.816.2916.65323101216425.45360.169.81.830.034.636.15.45.1507.88

1386.220.3121.1309131421808.02169.4214.10.820.035.365.710.4508.02

1385.816.8317.3375110416954.81855.449.33.530.033.976.16.64.607.9

1385.218.6418.35415.5113618105.06855.4210.33.710.034.65.9566.407.52

1384.818.6319.02415110819105.07155.4510.31.340.036.966.835.56.6907.85

1384.218.6819.55455113419564.49151.299.553.70.035.44.68.56.4507.55

1383.815.0215.6328085615025.6362.729.41.80.023.83.635.36.707.69

1383.215.631529384414795.70862.519.752.010.023.852.65.4707.52

1382.815.1714.8429582015015.39761.119.252.390.023.513.374.86.6707.06

1382.215.6316.024251,0041,6613.444467.13.390.035.113.6266.407.8

1381.8092516303.8

1381.215.6715.073758511,6024.2086528.152.790.024.714.174.9607.66

1380.816.6216.324301,0681,5353.85794883.20.025.43.855.976.508

1380.2010801,6947.06

1379.831.9731.13221,2442,1406.348025.50.440.0366.8204.307.6

1379.221.9322.772251404240011.6279.4817.41.960.032.544.813.074.907.5

1378.80

1378.219.2319.83360124421406.3462.56121.940.035.264.569.35.9707.5

1377.819.2319.83360124421406.3462.56121.940.035.264.569.35.9707.5

1377.217.8316.55290108016947.06467.47123.890.031.914.385.676.507.2

w-47


475377003935500

38S-186S


1386.820.9821.1642.5135220803.19638.618.15.480.037.3767.57.607.89

1386.20127020653.27

1385.821.3821.65642.5118920503.36539.98.55.550.037.35.547.98.2108.1

1385.20133022503.38

1384.825.1224.89779.5148824803.41337.949.57.440.038.155.688.510.7107.06

1384.226.2227.45769.5143625203.90441.310.87.490.037.968.712.7506.85

1383.826.5327.84785137824203.86540.8210.880.037.76.8912.0407.02

1383.225.5225.92759.5143625203.74840.4810.37.490.037.74.489.112.3407.13

1382.825.3425.88710.5139024904.17643.9211.17.610.036.65.938.8511.107.4

1382.229.630.628791,6902,8504.048641128.970.038.66.2210.41407.84

1381.825.4326.477501,5262,5203.79754110.48.090.036.915.958.8211.707.82

1381.229.1529.48551,3842,4604.105141128.590.068.55.441013.9607.01

1380.825.724.867441,5102,3003.95944210.84.780.0210.13.059.612.2107.3

1380.225.6225.87551,5722,3203.82134110.57.360.027.746.58.31107.5

1379.828.6328.57751,4122,2584.70564613.19.120.036.388.38.21207.7

1379.225.2326720151424504.03642.9310.880.036.45.58.911.607.5

1378.80

1378.229.3330.62790160629204.81446.1313.57.970.037.838.628.7713.2307

1377.829.3330.62790160629204.81446.1313.57.970.037.838.628.7713.2307

1377.20

w-48


485366253929500

38U-8S


1386.834.6934.75873.5220833505.8249.5817.28.020.029.4511.65149.107.71

1386.231.5532.19776.5211031805.74250.71166.80.028.7312.355.1914.6508.2

1385.854.1652.441365357051007.2749.5926.813.10.0614.225.4519.957.0407.59

1385.235.7235.771000230233604.97144.0115.710.360.029.6412.0814.59.1907.71

1384.831.5832.81848214832305.02146.314.610.020.026.9413.1513.26.4607.98

1384.20203032154.95

1383.834.235.82955192032004.88644.1515.099.50.019.613.3413.58.9807.75

1383.231.7130.62860187729804.94845.7614.58.860.018.349.6811.69.3407.24

1382.868.1669.39774201029804.9177.2952.58.740.186.7437.3923907.46

1382.229.9928.68061,9462,9804.87844613.858.830.027.299118.607.9

1381.815.9116.5542917803,0404.82467.33.180.035.44.16.655.807.92

1381.228.6627.517701,6753,1004.77494613.258.650.016.759.128.99.4907.1

1380.830.2129.478001,7782,6205.02044714.27.60.018.48.510.971007.7

1380.226.5126.47251,7862,5704.456645128.10.016.499.258.1507.4

1379.830.1229.57651,8802,7205.35094914.87.30.02810.49.59.607.8

1379.226.0226.37650171425105.10750.04137.50.025.511.38.576.507.5

1378.80

1378.230.3730.01850204630204.58644.0212.86.260.5710.744.418.2717.3306.6

1377.830.3730.01850204630204.58644.0212.86.260.5710.744.418.2717.3306.6

1377.20

w-49


495323003927975

37U-20D


1386.839.8739.051060261939105.71346.6518.610.10.0711.118.613.66.8508.18

1386.244.4244.56318.5275045101285.55381.940.054.4314.9425.63.160.868.39

1385.843.6741.691200279440505.67845.0419.612.10.0711.921.314.26.1908.2

1385.240.839.621057280040006.04748.1919.611.040.0610.118.5414.75.70.688.43

1384.841.5743.323162576443019.8384.835.22.230.054.0914.6224.14.607.83

1384.218.5718.8459.5250041701050.519.34.490.084.75.686.266.8607.77

1383.840.6640.661000244438806.53350.8120.611.50.068.522.1612.46.107.62

1383.231.5231.13523.5197131309.266.78215.770.054.7139.78.4307.7

1382.832.3333.874651749340010.6871.2322.984.920.054.3816.29.67807.5

1382.233.1832.194572,2063,43011.23272244.950.054.1814.839.28.1607.6

1381.840.4738.611,0452,8003,8206.03224819.511.670.079.2321.411.675.5408

1381.232.0331.764301,8163,30011.2917323.43.730.044.8614.588.159.0307.54

1380.833.4533.574402,1702,98011.7277424.63.40.055.4159.878.707.8

1380.236.5636.177452,5343,2807.91365921.68.910.065.9920.110.255.8207.7

1379.839.2366082,1802,26010.95469277.040.055.1116.59.51007.5

1379.234.0733.47795235033206.44453.3318.19.280.076.6219.29.27507.8

1378.80

1378.231.0529.894102036327011.28573.5922.84.20.05413.128.87.9707.5

1377.831.0529.894102036327011.28573.5922.84.20.05413.128.87.9707.5

1377.20

w-50




1386.88.899.07235.55669202.70446.684.151.30.033.413.232.73.1407.71

1386.28.428.772205598742.69747.5141.20.023.22.572.73.508.05

1385.89.139.24255.55729242.51544.0341.420.023.692.842.34.107.9

1385.27.567.91164.54687813.32956.484.251.090.022.22.761.753.407.68

1384.80

1384.20

1383.80

1383.28.759.162495198952.38943.093.751.290.023.692.3633.807.44

1382.88.448.8218.54678682.75348.224.051.280.023.092.72.63.507.77

1382.20

1381.80

1381.211.3311.483455711,0652.3688394.42.050.034.853.14.63.7807.84

1380.810.810.673066401,0592.6582434.651.520.034.62.944.253.4807.6

1380.210.310.693506541,0121.7478323.273.230.033.773.154.353.1907.8

1379.813.04133938861,2422.5978405.152.110.035.753.563.507.8

1379.210.1310.3728067610202.70744.724.520.033.63.34.272.807.7

1378.80

1378.20

1377.80

1377.20

w-51


515513503932400

41T-78D


1386.825.1625.39620162625205.150.4812.75.350.067.059.899.36.207.64

1386.220.520.87547.5140821304.0646.349.54.880.056.077.18.25.5707.91

1385.816.8216.74389107817414.58453.7593.40.044.386.4573.2908.2

1385.220.2819.94521.5131419854.31348.579.83.890.056.546.647.85.507.65

1384.80120819004.05

1384.217.4118.1463.5109818283.78146.768.13.60.045.676.196.75.2108.02

1383.820.3521.15525127820304.29948.49.84.40.056.18.27.45.5507.65

1383.218.3418.7465107617944.19249.2993.90.045.46.56.85.407.67

1382.817.5318.3745093018574.02148.668.53.40.035.66.396.65.3807.57

1382.217.1317.724451,0801,8563.8871488.23.60.035.35.896.65.2307.7

1381.817.517.774551,1421,7723.9192488.363.520.045.585.526.45.8507.79

1381.217.5818.34589051,6283.9272488.43.650.035.566.55.807.69

1380.824.9525.15959551,6604.0352135.40.056.59.59.16.507.8

1380.217.8417.454501,0001,6954.1483508.83.690.045.3175.774.6807.7

1379.818.1418.454551,1301,7254.2098508.983.720.065.386.75.855.908.4

1379.20126017524.26

1378.80

1378.244.8146.867353554533011.10667.2306.620.118.0821.4616.78.707.5

1377.844.8146.867353554533011.10667.2306.620.118.0821.4616.78.707.5

1377.20

w-52


5254497339437617

39R-25D


1386.817.6918.48390109217324.96255.49.83.880.093.926.043.78.7408.13

1386.217.617.28375108417075.16456.82104.340.13.165.333.98.0507.93

1385.816.9816.87405104816724.41352.38.84.420.083.685.663.76.810.78.8

1385.216.9316.47387.5109216854.66354.229.13.380.084.374.273.98.307.37

1384.816.7417.17433107217463.88348.2784.780.083.886.73.676.808.17

1384.216.2816.34432.596816993.66946.877.54.780.133.875.433.96.290.728.31

1383.816.2916.6345593816453.37144.147.14.80.094.36.353.86.4807.63

1383.216.816.4342693816464.01249.298.24.620.083.95.664.076.707.49

1382.816.4916.09420.594117143.944984.710.083.76.393.656.0507.67

1382.216.1816.223451,0141,7704.9531579.23.90.0833.14.48.7208.18

1381.816.2215.93721,0461,5914.5107548.74.580.082.864.163.927.8207.75

1381.215.6714.963507871,4364.5968558.64.540.072.464.133.67.2307.5

1380.815.8715.33209281,5075.2547609.43.350.073.054.73.86.808.3

1380.214.9714.83559681,4514.1398537.84.040.073.064.453.157.207.6

1379.8010081,5504.25

1379.2010481,6724.41

1378.80

1378.20

1377.80

1377.20

w-53


535271503942600

36R-24D


1386.85.315.32227.53835640.49714.120.750.450.014.11.472.21.6508

1386.25.445.512343805770.4913.790.750.780.013.91.612.31.607.81

1385.84.394.21903004350.42813.440.580.80.0130.91.81.507.46

1385.25.165.032253275550.4412.790.650.620.013.880.952.51.5807.36

1384.843.861672944360.51116.50.650.440.012.90.761.61.507.82

1384.25.145.12183025290.52815.180.770.760.013.60.942.31.8607.8

1383.84.414.331902634380.44313.830.60.60.013.20.851.91.5808

1383.23.563.41502143750.45715.730.550.420.012.580.61.11.707.67

1382.86.013.582772134020.2827.820.462.540.0130.651.41.5307.69

1382.24.424.271933505000.3959130.550.110.013.750.91.821.5507.94

1381.83.363.511632823740.078430.10.770.012.480.591.21.7208.12

1381.23.573.531501883720.4572160.560.170.012.830.541.21.7908.19

1380.83.573.431502443590.4572160.560.10.012.90.651.11.6808.1

1380.24.534.481953223830.4439140.620.70.013.20.881.81.807.8

1379.84.684.521953924420.5514170.771.30.012.60.851.871.807.7

1379.24.324.241803104210.53716.670.710.60.0130.841.71.707.7

1378.80

1378.24.864.622043685080.54616.050.770.280.013.81.11.971.5507.7

1377.84.864.622043685080.54616.050.770.280.013.81.11.971.5507.7

1377.20

w-54


545137503934950

34S-15D


1386.84.824.93102.53405092.71657.052.750.250.021.81.132.90.908.12

1386.24.984.861162884962.46153.212.650.520.011.81.0612.807.98

1385.84.834.641253104772.08448.242.30.70.031.81.080.852.7107.62

1385.24.634.83103.52564842.51655.292.550.240.011.831.2312.608.03

1384.85.155.38119.53045032.52553.592.750.490.011.91.581.12.707.99

1384.25.175.24120.52785062.51453.392.750.560.011.851.31.12.8407.94

1383.85.916.071403155512.62852.623.10.90.011.91.31.43.3707.8

1383.24.814.941153035302.34152.182.50.420.011.881.240.92.807.68

1382.85.545.79126.53115832.67654.3330.730.011.81.361.23.2308.09

1382.24.574.721112575042.2355522.350.460.011.751.112.6207.77

1381.802675142.54

1381.25.845.721292775232.867563.250.670.021.91.231.33.1907.96

1380.85.855.921303705582.8559563.250.630.011.961.221.43.307.8

1380.25.865.931433345772.51315131.070.011.781.751.13.0807.7

1379.86.546.871553205542.755533.431.60.011.52.31.173.408

1379.24.84.781003065352.858.332.780.40.021.61.110.872.807.4

1378.80

1378.20

1377.80

1377.20

w-55


555246503941850

35R-38D


1386.85.75.731894166311.38233.331.90.530.023.251.591.942.207.99

1386.25.145.131893225240.98226.271.350.40.013.381.581.32.2507.88

1385.87.177.32854766900.87120.51.451.230.024.471.91.53.907.14

1385.25.325.08180.53375121.27332.141.70.710.012.90.981.72.407.59

1384.86.266.342403506510.94223.321.450.570.014.231.181.53.6607.5

1384.25.215.061652805221.48736.661.90.360.012.9411.92.1607.78

1383.84.764.681552774851.33334.871.650.60.012.51.081.6207.94

1383.24.624.41148.52854991.35435.711.640.570.012.40.951.511.9507.7

1382.84.844.681592665001.31734.31.650.70.012.480.991.52.1907.54

1382.24.944.871543365301.4907381.850.550.012.531.061.62.2107.44

1381.84.664.591502884601.339361.640.760.022.241.021.421.950.28.3

1381.24.434.341402304271.3522371.60.410.032.390.891.42.0508.05

1380.84.614.511552924301.2048331.50.950.012.150.951.372.1908.1

1380.26.1462214165741.1435281.70.80.023.621.652.35207.7

1379.86.446.41754166492.2148462.931.30.012.21.42.62.407.5

1379.26.26.052193825671.429.361.80.880.023.51.952.21.907.2

1378.80

1378.25.365.392093825670.81622.021.170.980.013.21.771.572.0507.8

1377.85.365.392093825670.81622.021.170.980.013.21.771.572.0507.8

1377.24.954.741642944891.30433.741.661.420.011.861.11.392.2508.2

w-56


565431003932100

39T-53D


1386.824.9224.82623.5161624804.92649.3612.35.170.157.38.0288.807.47

1386.222.5122.98514143222805.29353.31126.30.233.988.1886.808.2

1385.825.0325.12609163225105.20751.34124.350.857.838.728.4807.96

1385.20157025205.11

1384.80149025305.023

1384.225.4825.9646142225404.94249.2912.37.050.265.878.18.59.307.44

1383.80147025354.87

1383.225.6826.8664151825304.81248.2912.36.950.16.338.689.28.9207.42

1382.826.525.31647.5150426905.32551.1313.47.380.155.578.149.078.107.72

1382.225.926.046601,5882,6104.78774912.37.150.46.057.719.19.2307.5

1381.85.124.91185142126355.22281.410.810.012.891.011.12.808.17

1381.227.7627.476561,3562,6605.70255314.66.610.056.58.258.610.6207.52

1380.829.2528.626801,7182,5405.98235415.67.470.056.139.628.310.707.6

1380.227.0126.976531,6822,3505.43945213.97.90.055.169.98.38.7707.5

1379.829.2529.787501,7582,5205.18514914.28.480.056.5211.48.1810.207.3

1379.225.1525.6525149623306.39458.2514.67.540.052.9612.47.2607.8

1378.80

1378.222.9822.97637.5150628304.05244.5210.26.020.036.735.49.478.107

1377.822.9822.97637.5150628304.05244.5210.26.020.036.735.49.478.107

1377.20

w-57


575232753937700

35S-45D


1386.87.187.32170.54527612.87252.233.750.630.022.781.323.72.307.88

1386.27.387.631664627983.14354.884.050.410.012.911.194.352.0908.12

1385.87.257.59166.55257613.03854.073.90.330.0231.53.92.1907.38

1385.27.357.311674407873.10354.5640.560.012.780.814.32.207.52

1384.88.899.042195689433.04850.734.51.290.013.091.145.42.508.07

1384.27.938.311765388983.32455.614.40.170.013.351.115.12.107.85

1383.86.466.74197.53766611.78638.852.50.550.013.41.282.72.7607.74

1383.27.027.291854387302.44147.293.30.70.0231.043.722.5307.69

1382.87.958.321724999273.43956.734.50.50.012.941.0852.2407.93

1382.27.277.522414308171.5798342.450.730.014.080.953.373.207.18

1381.804017552.3214

1381.26.516.731453566972.9896553.60.40.012.51.093.22.4407.91

1380.86.897.151454407153.3052583.980.350.012.551.43.52.2507.6

1380.27.067.131554147333.1727563.950.450.012.651.453.172.5107.6

1379.88.478.61905248243.3734554.6510.022.81.74.52.408

1379.27.817.91504828013.92761.594.80.70.012.31.44.22.307.5

1378.80

1378.276.99211.54526961.90539.572.750.630.023.61.252.872.8707.4

1377.876.99211.54526961.90539.572.750.630.023.61.252.872.8707.4

1377.20

w-58


585442503945170

39Q-116D


1386.814.914.59398.592814753.43145.976.853.620.084.352.92.98.7907.89