# Upper Missouri River Basin 200 Year Bayesian Streamflow Reconstructions #----------------------------------------------------------------------- # World Data Service for Paleoclimatology, Boulder # and # NOAA Paleoclimatology Program # National Centers for Environmental Information (NCEI) #----------------------------------------------------------------------- # Template Version 3.0 # Encoding: UTF-8 # NOTE: Please cite Publication, and Online_Resource and date accessed when using these data. # If there is no publication information, please cite Investigators, Title, and Online_Resource and date accessed. # # Online_Resource: https://www.ncdc.noaa.gov/paleo/study/27334 # Description: NOAA Landing Page # Online_Resource: https://www1.ncdc.noaa.gov/pub/data/paleo/treering/reconstructions/northamerica/upper-missouri/ravindranath2019flow.txt # Description: NOAA location of the template # # Original_Source_URL: # Description: # # Description/Documentation lines begin with # # Data lines have no # # # Archive: Climate Reconstructions # # Dataset DOI: # # Parameter_Keywords: streamflow #-------------------- # Contribution_Date # Date: 2019-08-13 #-------------------- # File_Last_Modified_Date # Date: 2019-08-13 #-------------------- # Title # Study_Name: Upper Missouri River Basin 200 Year Bayesian Streamflow Reconstructions #-------------------- # Investigators # Investigators: Ravindranath, A.; Devineni, N.; Lall, U.; Cook, E.R.; Pederson, G.; Martin, J.; Woodhouse, C. #-------------------- # Description_Notes_and_Keywords # Description: Tree ring streamflow reconstructions for 18 gage stations in the upper Missouri River Basin for the past 200 years, using a Bayesian reconstruction method. # The time series consist of the mean values for each annual distribution representing the Bayesian streamflow reconstruction, for each streamflow gauge. # The reconstructions were generated as distributions as opposed to pointwise, one distribution (boxplot) for each year in each gauge. # The mean of each of these distributions (boxes) was used to creat a flow time series for each gauge. # Details of the gage station locations can be found in Pederson et al. UMRB dataset: # https://www1.ncdc.noaa.gov/pub/data/paleo/treering/reconstructions/northamerica/upper-missouri/UMRB-Stream-Gage-Spatial-Data.csv # # The .sd file contains the time series consisting of the standard deviations for each distribution and each gauge. # # Observed Gauge Data Statistics. # The calibration statistics are calculated from the observed data and the validation statistics are calculated from the reconstructions. # # Gauge Landusky Loma Fort Benton Winifred Chester Dutton Craig Eden Toston Vaughn Three Forks Jefferson Logan Three Forks Madison Gibson Reservoir Twin Bridges Melrose McAllister Barretts # Years 1928 - 1989 1928 - 1989 1929 - 1989 1928 - 1989 1928 - 1989 1928 - 1989 1947 - 2015 1928 - 1989 1929 - 2002 1928 - 1989 1929 - 1989 1929 - 2002 1929 - 2002 1928 - 1989 1939 - 2002 1930 - 2002 1929 - 1989 1928 - 1989 # Mean 142539.234 4279.829 113541.13 2383.044 13867.192 3451.334 2328.241 4788.055 74434.803 12093.942 37221.711 16093.23 22548.3 10202.329 3590.105 16260.862 20933.303 8084.503 # Median 141884.05 3961.2 108827.1 2378.45 13880.35 3195.4 2271.4 4579.55 73496 12098 36243.4 15353.8 21837.1 9886.6 3407.45 16077.9 20493.4 7810.2 # Max 217065.8 6827.2 168097.3 4895.6 22234.4 5505.9 5546.2 9038.5 108967.5 19219.3 60746.5 22644.3 32236.2 16465.6 7497.3 26100.7 29409.2 15260.1 # Min 85890.5 2532.4 69000.6 759.4 6957.1 2042.2 700.9 1908.8 46575.5 5642.5 21450.9 10282.8 13982.8 4554.8 1957.9 9100.2 14411.4 4689.8 # Calibration 0.05 0.005 0.063 0.444 0.317 0.268 0.466 0.356 0.071 0.115 0.109 0.199 0.077 0.396 0.311 0.306 0.153 0.257 # Validation 0.052 0.005 0.066 0.476 0.362 0.29 0.553 0.372 0.076 0.136 0.113 0.204 0.08 0.468 0.337 0.312 0.159 0.266 # Adj R2 0.61 0.4 0.63 0.47 0.44 0.42 0.45 0.59 0.59 0.39 0.5 0.56 0.53 0.29 0.45 0.39 0.62 0.35 # #-------------------- # Publication # Authors: Arun Ravindranath, Naresh Devineni, Upmanu Lall, Edward R. Cook, Greg Pederson, Justin Martin, Connie Woodhouse # Published_Date_or_Year: 2019-08-08 # Published_Title: Streamflow Reconstruction in the Upper Missouri River Basin Using a Novel Bayesian Network Model # Journal_Name: Water Resources Research # Volume: 55 # Edition: # Issue: 9 # Pages: 7694-7716 # Report_Number: # DOI: 10.1029/2019WR024901 # Online_Resource: https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2019WR024901 # Full_Citation: # Abstract: A Bayesian model that uses the spatial dependence induced by the river network topology, and the leading principal components of regional tree ring chronologies for paleo-streamflow reconstruction is presented. In any river basin, a convergent, dendritic network of tributaries come together to form the main stem of a river. Consequently, it is natural to think of a spatial Markov process that recognizes this topological structure to develop a spatially consistent basin-scale streamflow reconstruction model that uses the information in streamflow and tree ring chronology data to inform the reconstructed flows, while maintaining the space-time correlation structure of flows that is critical for water resource assessments and management. Given historical data from multiple streamflow gauges along a river, their tributaries in a watershed, and regional tree ring chronologies, the model is fit and used to simultaneously reconstruct the full network of paleo-streamflow at all gauges in the basin progressing upstream to downstream along the river. Our application to 18 streamflow gauges in the Upper Missouri River Basin shows that the mean adjusted R2 for the basin is approximately 0.5 with good overall cross-validated skill as measured by five different skill metrics. The spatial network structure produced a substantial reduction in the uncertainty associated with paleo-streamflow as one proceeds downstream in the network aggregating information from upstream gauges and tree ring chronologies. Uncertainty was reduced by more than 50% at six gauges, between 6% and 50% at one gauge, and by less than 5% at the remaining 11 gauges when compared with the traditional principal component regression reconstruction model. #------------------ # Funding_Agency # Funding_Agency_Name: US National Science Foundation # Grant: 1401698, 1404188, 1360446 #------------------ # Site_Information # Site_Name: Upper Missouri River Basin # Location: North America # Country: # Northernmost_Latitude: 49.74 # Southernmost_Latitude: 37.09 # Easternmost_Longitude: -102.08 # Westernmost_Longitude: -113.94 # Elevation: #------------------ # Data_Collection # Collection_Name: Ravindranath2019flow # Earliest_Year: 1800 # Most_Recent_Year: 1989 # Time_Unit: Year CE # Core_Length: # Notes: #------------------ # Chronology_Information # Chronology: # #---------------- # Variables # # Data variables follow are preceded by "##" in columns one and two. # Data line variables format: one per line, shortname-tab-variable components (what, material, error, units, seasonality, data type,detail, method, C or N for Character or Numeric data, free text) # ## age_CE age, , , year Common Era, , , , ,N, ## flow1 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Landusky ## flow2 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Loma ## flow3 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Fort Benton ## flow4 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Winifred ## flow5 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Chester ## flow6 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Dutton ## flow7 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Craig ## flow8 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Eden ## flow9 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Toston ## flow10 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Vaughn ## flow11 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Three Forks Jefferson ## flow12 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Logan ## flow13 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Three Forks Madison ## flow14 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Gibson Reservoir ## flow15 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Twin Bridges ## flow16 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Melrose ## flow17 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at McAllister ## flow18 streamflow, , , cubic feet per second, annual,climate reconstructions,,,N,mean values for each annual distribution representing the Bayesian streamflow reconstruction at Barretts # #---------------- # Data: # Data lines follow (have no #) # Data line format - tab-delimited text, variable short name as header # Missing Values: # age_CE flow1 flow2 flow3 flow4 flow5 flow6 flow7 flow8 flow9 flow10 flow11 flow12 flow13 flow14 flow15 flow16 flow17 flow18 1800 113946.4748 2743.865666 93853.50832 1436.296788 8657.910565 2252.944369 1034.13828 2736.928203 66178.31912 11461.6594 32344.88276 15050.89489 19170.82229 12445.0193 2484.801482 17536.57937 18332.00952 6942.298105 1801 146362.394 4420.876537 114783.4107 2892.657355 18336.19089 3626.906184 2517.91346 5698.025275 74875.82095 11496.72467 35354.28446 16638.27988 22406.43668 10385.56478 3190.511219 19065.95613 21321.05495 7346.123187 1802 137816.9893 3743.583971 112681.7621 2463.601126 12565.75979 3053.863836 2027.578647 4553.686584 79634.62876 12377.92138 36503.18643 17787.67589 23070.17851 12185.29966 3573.066346 18394.73939 22259.29504 8011.408462 1803 157107.3837 3834.043934 130494.3332 3362.982586 16403.14861 3145.452628 2728.2632 5672.484321 85570.01655 16037.68194 39221.83592 20365.01214 25226.78061 16195.46684 3994.910107 14118.16817 24624.8667 8205.248062 1804 147288.2289 4406.930363 113209.0157 3021.534256 18600.717 3620.498973 2994.845067 5391.096979 74159.58263 12879.4732 34644.83312 16390.09918 22675.09852 12349.84335 2654.683862 19544.2469 21654.65894 7589.216841 1805 160625.5819 3638.755254 128973.2072 3168.865473 14364.53754 3011.462745 2447.519001 6311.060962 80730.21321 13184.72929 34690.80305 19474.67889 25883.66363 12908.32536 2930.282083 18226.39915 24168.26686 7013.847407 1806 153597.483 4248.725442 118353.9102 3111.515193 18564.13033 3502.162719 2780.502841 5381.055611 73104.18594 13462.64679 34939.26254 16491.95368 22371.88966 12034.78602 2837.630913 14896.23402 21394.36768 8045.936258 1807 148116.1127 4403.085123 112966.8785 3214.269524 20811.77191 3624.243973 2626.925673 5336.408045 73015.87974 11008.73932 34356.07317 16394.02827 22996.61458 9881.456058 2680.251008 19950.48975 21766.16485 7226.874222 1808 127573.5928 3572.325329 101037.4163 2033.594904 14092.25406 2932.896812 1452.037429 3647.229199 69243.77824 9747.27644 33807.04929 15750.23246 20504.14674 9146.290262 2551.000359 20424.38467 19412.87333 6837.549513 1809 154440.9323 4172.230208 122352.1152 2957.559348 18632.78082 3416.311663 2744.634452 5717.443062 76085.53459 11708.61962 35638.4919 18197.01581 25234.35823 10522.83667 2750.018882 17861.23547 23301.56142 7012.361613 1810 182174.2409 4671.609083 144824.1531 4265.575686 21565.31998 3829.27496 3329.728228 8088.369214 93244.95234 11384.7425 40333.7242 23239.6238 30220.56417 9886.53809 3557.935261 14986.86421 28466.95487 7932.169138 1811 177944.4444 4741.456235 143429.2292 4282.145184 18579.83066 3886.080432 3360.647908 7875.221885 95081.82896 11265.73899 41360.49926 22596.48704 29702.98598 9730.715266 3933.933858 17442.62079 28113.44445 8030.203162 1812 149633.2045 3877.991635 121040.4765 3108.789561 16070.64508 3178.721078 2087.322182 5491.713914 82543.06637 10054.18756 38976.04218 18591.10207 25602.9522 8942.890933 3650.282466 17018.33086 24060.96448 8177.207396 1813 159165.4694 4344.362693 127128.0742 4051.609564 17037.03844 3572.967279 3132.481349 6752.163189 84981.20088 9148.944129 38543.38201 20149.01827 26375.28454 7577.659936 3821.99063 15029.66632 25158.23388 7996.81958 1814 148411.9411 4336.057997 113874.9645 3051.905093 15366.2889 3562.464042 2892.389202 5085.331436 76736.62526 12854.64782 34911.10459 17392.14695 23040.90852 12371.74692 2743.469226 16207.4193 22075.88215 8224.62196 1815 129430.4014 3165.649486 108065.9439 2381.864151 11215.02484 2607.9306 1567.243727 4071.314151 79344.3422 8775.16773 36771.21995 18086.01958 24716.67315 8760.92641 3163.419692 17940.37664 23366.19673 7935.799225 1816 136475.5315 3900.340208 111542.7691 2442.060013 17555.02695 3172.097425 2897.679984 4368.786777 73834.57335 12052.22039 35905.3011 15690.53899 23298.68111 10792.60062 2787.557483 17728.74572 22194.45415 8638.280081 1817 114604.5271 2984.63607 98363.38172 1956.741587 10536.24396 2459.027455 1485.383624 3479.889612 73009.59409 8784.044072 36686.18956 15912.42511 22770.49049 8446.666382 2819.370433 20964.79784 21446.59416 7407.043461 1818 120550.455 2916.875696 104520.1058 1851.518459 13069.23127 2425.334887 1587.53636 3652.265305 73275.59544 10085.80438 36219.96365 16347.6606 23968.41477 10154.00116 2766.159318 18891.05277 22270.89095 7376.124525 1819 132341.9033 3461.733171 111714.3638 2408.575789 16700.97996 2859.059539 1738.650835 4707.759266 76233.84153 10615.79592 37035.00071 16883.61529 25223.34891 10115.26092 3033.929118 20113.47778 23547.26607 7569.010053 1820 140172.814 3905.682226 117338.0087 2966.232505 16045.4944 3198.614451 2289.08885 5449.118783 81044.5327 9991.835488 38964.72882 18159.84782 26060.7971 9291.194151 3509.345031 18365.26388 24325.03157 7717.142672 1821 160686.6772 4365.467669 132093.3344 3691.087228 18143.0769 3554.961131 2689.731835 6761.678391 86302.1179 13125.19317 39570.42221 19241.06501 29458.91068 12375.86742 3467.230188 16957.13146 27528.97668 8038.656398 1822 136209.7178 4052.531112 106630.35 2417.693502 17573.66403 3318.416911 1613.182984 4757.44038 70869.86833 10198.36149 35363.47863 15175.32904 22807.17553 10333.22382 2860.084329 19728.84472 21482.2007 6870.044517 1823 127142.3893 3234.8834 103897.6274 2294.409424 14733.71901 2655.560254 1944.641219 4328.519492 70443.63101 8624.128475 36183.88608 15005.15919 23414.13728 8458.624022 2649.13058 22561.31479 21617.58064 6706.458746 1824 149915.4411 4199.349977 117285.2563 3035.183148 17217.9279 3441.938238 2789.763132 5704.765505 72811.40941 13520.7103 35013.79183 16401.14756 25363.56843 14359.46921 2508.649706 18264.00691 23042.60118 6455.057852 1825 156154.1549 4523.826949 121928.0306 3088.085201 16807.29833 3725.749386 2882.75412 5682.204523 79581.09808 13376.48898 38005.17465 17660.79771 25054.49496 13399.99671 3013.058969 17441.377 23851.46562 7901.555666 1826 166270.5886 5002.172531 128849.3312 3927.042162 24061.89593 4105.187208 3391.238654 6805.300758 82962.54626 12348.45579 38588.83998 18264.35468 25837.19276 11300.83292 3421.602104 17867.64728 24481.44902 7692.0835 1827 162680.4533 4807.780257 128327.4862 3436.446373 21125.7011 3953.452594 3014.676061 6425.924509 84609.11832 12148.42608 38319.85512 19272.17807 25409.00913 10960.92928 3382.709311 17190.17471 24242.63229 8086.063869 1828 180758.4388 5466.717678 146238.5233 4386.741351 23541.82958 4491.186577 3747.772262 8506.443052 97479.55847 13469.85256 41235.73216 21703.19385 31099.68591 12593.81471 3969.543061 14947.72166 29611.46856 9499.903093 1829 165880.3513 5344.144276 126545.9842 3649.36366 24685.93525 4403.485796 3862.239705 6630.001764 80278.07411 15146.78118 37759.94235 17190.80113 23702.22901 13117.1101 3191.140453 17492.90281 22752.93526 8624.17936 1830 155558.9522 4788.630094 122061.8003 3828.061591 23496.07473 3916.588642 2627.275153 6023.208062 85914.89508 10654.29986 38915.62746 19265.75633 25396.77337 8774.574426 3569.666791 14581.19006 24679.11466 9307.741455 1831 131219.7948 3687.35923 104877.8837 2320.495278 14831.86798 3030.366651 1921.671192 4161.32595 75681.15909 10405.55038 34317.31739 16244.53823 23864.08837 9757.463347 2768.59693 19984.74489 22685.60422 8135.670491 1832 175200.4773 4269.004541 146515.1131 4071.694261 17428.36008 3492.29647 2961.580243 7146.505565 93879.17017 15801.43466 39111.76953 22508.76368 32610.0779 15965.83395 3550.537037 12361.3585 30599.18834 9195.124886 1833 160178.6067 4597.443967 125710.7763 3484.229285 16838.54811 3770.885019 2921.464358 6400.203059 84834.54103 12746.55096 38517.67786 18573.26892 25475.81456 12123.24903 3552.055864 15709.6452 24440.3738 8870.040376 1834 153536.0811 4616.742416 118036.1003 2981.124059 19776.45065 3774.479033 2573.708311 5415.514767 76598.48621 12743.09176 35364.75354 17480.10457 22853.68001 11949.7701 2881.811702 15757.8103 21992.96035 8024.852053 1835 160401.8375 5005.123511 126511.9404 3739.243364 20391.64834 4118.866406 3860.493659 6576.040485 87019.45423 10467.17565 38759.947 19490.37998 26909.71389 8931.790777 3342.540014 16428.46754 25967.45698 8938.99589 1836 174362.502 4786.486903 136180.2904 4016.377567 20407.24356 3909.922443 3420.351845 6929.734479 88970.43643 12108.16021 38382.66165 20874.07041 29426.15757 10871.30927 3052.869618 14163.50358 27912.95004 8985.713938 1837 180306.548 4789.050181 143310.473 4391.193981 18540.75582 3930.223793 3232.361659 8153.383329 90801.32858 13981.68968 40708.77843 20860.6507 28386.71531 13803.76379 3556.950325 13574.41186 27154.92067 9575.99254 1838 178102.9292 4161.560071 147565.7031 4221.028991 16296.39902 3415.928123 2564.006862 7559.288294 95836.69375 13535.17732 42677.96814 22835.07936 31789.77819 13468.37771 3901.291159 11035.81739 29979.22801 10087.24439 1839 209193.7385 6504.445105 163057.7204 5472.35236 21946.97959 5357.642999 5417.946419 9905.242409 99227.39773 19300.71263 42972.81282 23377.89032 30433.33076 17434.09179 3936.162755 12263.63905 29379.71342 10502.61942 1840 165297.7278 5286.209775 126822.2688 3727.428829 21474.16069 4330.978639 2774.411751 6481.120025 83784.93812 10110.54616 37321.32297 18314.37722 27439.0866 8879.739419 3083.162486 16819.21073 26012.65343 8768.508419 1841 166297.2077 5288.777012 130437.1987 3654.230011 18667.14724 4342.735137 3982.463141 6076.50511 83773.63096 14324.27926 38610.05482 18362.77823 26153.12659 13106.5747 3126.270081 16668.12792 24755.94557 8814.34683 1842 137561.5086 3651.888124 110391.0093 2618.732284 11816.00536 2968.854326 2213.554126 4651.920111 75110.97955 9147.356151 34185.33326 17785.08399 26068.64229 8839.427981 2323.469292 17654.22423 23734.57454 6967.696058 1843 143610.3544 4027.810063 118937.2212 2847.406787 11417.02452 3328.866437 2245.818983 5019.273849 84356.54167 10948.91372 38706.2794 18894.82853 26568.00547 10939.12519 3544.156008 13588.94563 25322.62854 9245.788106 1844 144494.4705 3711.494128 117835.8405 2850.36687 11249.9088 3057.618448 1497.212941 5013.2638 84469.40753 9873.026863 38066.62144 19305.94191 27289.11542 10309.36264 3120.730438 12150.92798 25899.41951 9478.878441 1845 151047.6955 4127.610356 118380.6954 2580.430185 15464.05545 3378.600799 2262.589018 5223.900534 77470.36872 11118.77704 34643.55994 18275.48443 26067.70043 10726.38464 2486.762679 15653.58758 24027.44415 7606.093074 1846 125718.9394 3804.336851 95262.53714 2020.94247 15119.81361 3114.664338 1859.64721 3390.514015 67991.95812 9110.289445 31015.98383 15267.98619 21193.84864 8647.805029 2168.464544 16963.60965 19979.81025 7367.715879 1847 135155.3787 3252.446742 109309.1252 2477.040272 10738.6727 2681.376258 1466.659746 4505.693884 78675.8953 8450.43962 34550.96833 19374.38834 26523.52913 8491.958932 2499.133484 17699.77688 24408.5852 6467.579793 1848 124137.5387 3781.195028 96353.40037 2029.903453 16001.31747 3102.051204 1763.054527 3748.131192 63044.37557 8263.889187 31207.01154 13632.50574 21442.40139 7995.325006 1953.21003 22042.29504 19466.13723 5825.592254 1849 145957.2524 3979.998179 120093.3002 2980.485903 16947.01837 3272.701056 2018.357713 5196.493621 83631.20571 10724.46626 37183.25174 19265.3793 28170.98445 10389.42437 2848.407457 15380.449 26333.2741 8151.256419 1850 139803.0497 3917.063445 113133.9188 2677.628282 15477.79168 3199.531668 1938.143682 4775.849056 75796.72928 10231.36049 35874.09203 16575.2564 25112.61153 10054.34686 2699.958862 17826.64323 23433.80054 7703.907695 1851 141592.2686 4177.012157 110524.0291 3217.199471 15468.70532 3414.621427 2079.604544 5326.324267 77197.72082 8669.406842 34231.10727 17855.75798 25576.91684 8335.906841 2524.086797 17440.47932 23780.3913 6825.724458 1852 126309.915 3649.263138 100347.3773 2431.917392 12690.55447 2984.721917 1642.950715 4333.236715 73212.30694 7078.638152 33424.42259 16316.1849 24000.60698 6831.608005 2223.483935 19804.43001 22451.54377 6966.748221 1853 152710.3073 4438.067777 125908.3524 3917.038647 14369.43524 3637.786375 2996.010467 6320.804123 90008.47925 8455.358014 39930.70259 20316.80005 29888.51951 7791.436209 3273.700696 14856.64013 28273.53759 8881.17625 1854 153741.5513 4209.66267 130923.7275 3699.088433 14445.29457 3438.870518 2445.259082 6337.647114 91819.66569 11583.55768 39988.31264 20945.70117 31943.02058 10987.42172 3330.005867 14229.2948 29780.83319 8707.917703 1855 125660.1301 3811.137444 102160.4695 2492.543608 14575.2243 3108.77273 1899.881892 4437.071674 66995.81019 9391.592541 33868.12287 13767.2751 22989.20093 8950.328939 2081.290792 21254.08925 21182.68693 6889.373673 1856 126116.2664 4197.11294 97743.3695 2463.919473 17372.93901 3436.178954 2331.27487 4047.806096 63374.6495 9058.218319 33065.97099 12976.71079 21532.83071 8768.711035 1889.933115 20985.85505 19650.69644 6965.307682 1857 133623.0262 4140.397981 106028.5763 2580.656927 16254.22644 3408.185052 2303.025584 4253.57273 70015.10233 9745.445804 35383.18949 15031.71827 22871.18232 9209.943764 2377.84973 18770.02597 21500.25701 7693.503681 1858 141557.2219 4161.480048 113493.4481 3101.829703 15403.12166 3400.918114 2603.586315 4899.369892 77349.79765 9995.048423 36692.04516 16991.62875 25636.71465 9594.561234 2588.423053 15531.7441 24370.525 8556.283957 1859 117142.7712 3750.044713 93423.02759 2453.957107 11885.0599 3077.155 1940.373217 3721.238017 66578.28722 7084.698937 35174.58832 13766.1145 21432.9738 6599.592877 2445.714582 21754.29907 20120.36807 7269.833902 1860 147325.2688 4440.893971 116299.2296 3260.986512 17906.90498 3641.452247 3594.123087 5533.481857 71644.14856 10972.55937 36479.12277 15436.97501 23409.4705 10051.34895 2585.990275 18038.18386 21923.19097 7793.842512 1861 128835.0338 4000.966895 101258.459 2422.490902 12798.3547 3302.039227 2398.382684 4637.63292 66434.47924 8507.106091 34903.0121 13738.182 21509.19643 7885.818046 2565.857839 22181.0323 19909.36904 6921.368536 1862 135788.4756 3814.576344 112278.6346 2776.320466 14295.38638 3121.234983 1907.681547 4776.594172 75326.18122 8865.875011 37131.66068 16191.41933 25684.6758 8218.943869 2858.776857 18755.97044 23952.9993 7794.641152 1863 101674.6313 2850.963628 84384.83518 1461.176845 10281.31483 2353.240221 1102.43816 2459.886877 56048.02395 9558.344929 31608.06712 11162.65783 18435.67487 10113.45529 1825.325903 26360.31368 16839.66495 6221.849898 1864 122846.6366 3385.624367 99947.98259 2125.365932 11673.50163 2783.685894 1621.622939 3664.007447 64644.47475 10188.39312 34005.60677 13956.38304 21930.28492 10830.75219 2270.08848 19495.9151 20364.75996 7199.787735 1865 105382.6666 2964.879908 86744.90761 1456.866405 10929.56205 2430.608045 1254.62287 2602.209405 57304.66796 8903.115815 32829.78415 11427.8637 19876.44681 9325.578404 2070.667619 27278.61067 17958.95665 6160.201753 1866 151458.6265 4313.684785 126172.0276 2912.020963 16107.17489 3538.289742 2636.336335 5879.262591 81259.47236 13066.81644 40355.74343 16883.50501 28007.89274 12916.75973 3106.62014 21142.94765 25933.69003 8193.694942 1867 141082.9228 3587.078836 118589.8838 2669.350601 13133.4152 2932.616916 2003.751119 4886.176639 78555.18217 11304.02218 39197.78675 16768.95847 27751.91388 11523.45838 3138.55667 19407.61508 25411.22971 8083.602401 1868 159744.1985 3828.160914 133614.8412 3232.457647 13441.73111 3148.899585 2085.498324 6364.058141 85936.12397 12547.74041 41151.53289 18942.07521 29896.48552 12761.58312 3323.191151 19527.3641 27440.47609 8098.213789 1869 115759.8802 2712.941792 100602.5976 1822.523741 10005.69422 2247.837141 1116.491256 3530.688353 72769.51308 9847.750602 38993.90529 14878.59589 23138.01629 10173.41733 2967.070441 20686.93567 21869.09887 8527.930457 1870 124338.6747 3149.529325 106449.2626 2019.768159 11343.60279 2596.695856 1402.043465 3932.244094 76128.38138 9709.189801 39176.71358 15920.91743 24719.55793 9527.197205 3172.064485 24295.89343 22844.30351 7297.566689 1871 119815.7166 3102.291643 97796.37891 1744.06593 12358.25157 2536.88387 1462.946113 3498.624314 68685.39301 9153.530613 35526.69647 14462.82016 22147.54328 8944.839042 2580.345187 23137.76844 20335.38754 6974.481921 1872 133375.9627 3049.205562 114311.8268 2131.59522 12862.51653 2507.73516 1616.460006 4346.169114 82185.19693 9157.915059 38682.65286 19034.37351 28221.00579 8676.38384 2960.031762 18864.27336 25728.93973 7674.602138 1873 140767.4984 3603.916571 115004.4322 2720.978619 15944.18498 2958.458043 2170.285329 5086.856208 79266.78132 10993.58858 38878.59269 17056.05313 26335.81308 10281.37204 3225.658803 19836.77527 24229.35591 7990.887693 1874 130110.9101 3305.710228 107253.2497 2379.495145 15756.72423 2722.588174 2001.191297 4564.879217 72791.25051 10124.18618 36338.03669 15738.18883 23663.12267 9447.701884 2805.762526 20958.68428 21714.7667 7014.004781 1875 142510.4046 3560.826083 116569.4989 2892.057944 16676.78602 2928.651887 2318.288449 5449.722575 78188.36889 10230.35743 37967.50223 17289.80227 26569.80204 9146.868619 2990.142305 20206.67769 24434.81703 7094.668074 1876 137874.415 3499.303208 111410.6601 2553.56361 16494.05575 2876.72295 2472.70647 4874.627294 76014.93814 9113.521937 38260.53213 16248.82453 24822.92651 8247.383316 3134.577472 22041.74296 23030.99835 7053.854664 1877 164170.8604 4115.438403 129977.1924 3677.814217 19469.63606 3373.596855 3579.502546 7452.906501 81422.57932 12994.27801 37592.12215 18314.4894 28344.38488 12282.45114 3003.34991 17353.48108 26065.66273 7643.784628 1878 156939.1163 4251.401914 122839.8663 3049.581212 16763.89283 3496.26751 3488.898857 6000.967161 80823.97275 13381.71222 38152.72988 17624.78849 25140.39348 12612.56817 3090.305461 15510.71407 24102.99454 8906.294751 1879 170153.2344 4771.806484 130276.2609 3844.434634 22008.38335 3954.519497 4974.340197 7892.578638 82459.84475 13189.02527 37716.90682 18650.31257 25557.97901 10990.7256 3077.735977 13858.39368 24215.89321 8647.789699 1880 158867.9238 4809.178365 122454.2153 3694.317316 21386.76084 3973.109555 3515.483449 7377.09833 80016.88631 8917.595037 33660.39324 19318.51187 27809.49541 7473.156458 2401.981674 19679.86026 25242.52659 6148.115784 1881 159555.372 4515.685659 124011.5035 3592.453079 22163.48109 3719.868371 3661.437822 6921.817974 78600.16158 11380.77263 37387.78595 17535.5627 26003.09614 9981.171987 2905.20025 16509.562 24125.65834 7734.551744 1882 158528.9962 4015.40235 124331.7181 3312.720689 15672.03262 3301.837558 2637.953078 6646.200523 86234.5113 9087.884323 38068.76023 20440.35008 27385.63675 7965.192788 3052.156213 16165.37013 26004.78119 8245.932664 1883 151471.4079 4200.943076 119154.8608 3191.626435 16045.84322 3451.818231 2713.486083 5678.321852 83596.08816 8750.040331 37839.8296 19259.68105 28227.28926 7574.742153 2964.653528 16596.90315 26268.63268 8235.445461 1884 151488.1991 4074.147954 122989.0166 3241.128926 14861.85251 3351.531087 2448.580426 6188.775708 86184.68507 7728.179182 37842.57316 19713.15965 31197.04041 6633.913825 2922.320682 16417.25515 28700.30479 8537.601972 1885 178465.5659 4877.046963 142281.3971 4168.010632 19649.77925 4017.218613 3468.391685 8441.922605 90186.04045 13031.30211 39243.75153 20248.77193 30800.80549 11954.40416 3325.561498 16345.01258 28809.42684 8924.262381 1886 135436.3407 4360.005254 106553.2897 2835.314947 18370.47438 3588.113991 2642.869698 5338.684072 71660.56053 7996.640538 36121.72564 14683.29072 23599.6989 6742.698865 2667.11736 18997.79137 22005.22745 8057.105769 1887 152819.2318 4873.395709 117203.8159 3736.588423 20326.93435 4019.061173 4032.495706 6700.890717 74022.98686 9105.399312 35831.43361 15499.6322 26552.96437 8118.624206 2196.665998 18409.66584 24394.57457 7957.757462 1888 176992.2786 5384.447337 132145.8087 4419.658083 20123.42254 4408.187237 4652.662716 8571.419211 81714.08254 12409.97988 37599.11638 17715.51121 26774.39646 10761.88746 2700.65179 15709.4923 25270.55949 8936.572403 1889 115601.6238 3514.404032 88042.80985 1823.799148 10745.50535 2896.586894 1542.933994 2934.105516 63645.65078 8318.148047 31645.44435 13374.74893 19822.67598 8186.591482 1880.923271 18045.56513 18906.40738 7587.998117 1890 135769.6176 4059.480701 109637.6294 2752.977742 14926.22495 3332.375282 2198.415961 4990.144379 69991.20855 8927.293852 35686.27399 14619.07873 24564.65137 8329.223123 2026.190152 18971.45149 22595.05723 8044.338365 1891 158634.8145 4882.747034 121492.2037 3204.081927 16174.0685 4037.25603 3104.739079 6187.86621 76074.35243 11462.311 36292.73383 16497.48268 24346.27992 10707.70589 2607.439739 15025.74277 23148.57083 8910.175371 1892 138270.951 4384.756767 106536.164 2660.271031 16822.3865 3600.250837 2648.600101 4634.814152 72691.34611 9005.392662 37379.35832 14622.3312 22852.15836 7967.805477 2427.829966 19793.98527 21685.19344 8693.594009 1893 136305.9549 3897.615653 104677.694 2753.322424 16909.61307 3214.601285 2343.38447 4576.164023 66925.77202 8453.694702 33532.83778 14299.21181 23108.34069 7744.568814 2124.502209 18855.41226 21109.34659 7112.608191 1894 147040.7668 4338.084741 114462.5554 3032.466918 13451.713 3562.454243 2391.549203 5233.974339 74875.42997 9628.464561 39811.83649 15734.03291 23412.40711 9016.829219 2884.688943 16628.45583 22340.7347 9176.696423 1895 140818.939 3764.800207 114082.72 2514.561796 14577.05641 3068.599731 1722.7218 4977.428371 74635.19188 11796.97965 38347.41347 15688.61466 23347.83555 11677.48397 2828.521076 16208.28829 22073.07807 8854.841157 1896 118861.1078 3630.21856 93391.77276 2063.343557 14231.62048 2992.174912 1530.24383 3656.695667 67200.53419 7295.524337 35087.7677 14092.08913 21108.79733 7142.543124 2543.366638 20202.61356 19825.60898 7275.062329 1897 140172.2589 3723.40615 113104.4851 2515.869986 15770.15867 3067.975046 2002.586132 4510.762499 73006.10699 11134.2821 37595.42892 16055.00259 22391.85745 10880.94916 3124.059062 14157.28793 21382.46312 8452.329333 1898 159130.5044 4581.147362 123972.7462 3097.987158 18105.53239 3753.16244 3594.748775 5797.209825 77051.90509 13151.88979 39975.1301 16478.65846 22332.84947 11877.3634 3324.824973 15749.44309 21405.99315 8472.746013 1899 162012.3943 4883.120894 122301.3489 3856.543077 19427.50612 4009.251614 3277.588437 6839.465698 81216.01819 7909.974806 37955.92035 19016.84102 25328.14675 6632.660737 3430.310022 15884.78667 23857.00245 7472.990158 1900 149870.1465 4799.696464 116505.377 2390.168541 20918.99781 3932.780089 3522.899711 5489.632363 71031.33433 13240.18341 36916.85662 15450.32399 21663.53299 11640.39888 2982.353662 16720.71613 20578.56627 7684.398759 1901 157324.1008 4867.884478 118774.2997 2701.513399 21086.51623 3988.563014 4012.227258 5673.520941 70851.1134 13064.21166 36094.18916 15746.52991 20539.36924 11110.53917 3094.106 16433.38961 19615.4193 7539.329313 1902 157672.9826 5159.336259 114020.5097 2757.836853 23373.51963 4242.387469 4045.882558 5533.537484 66085.33787 12824.07354 33279.86507 14613.33232 20249.81757 11269.70365 2430.197703 17169.10638 19115.7919 7032.237473 1903 149153.0455 4611.207474 113244.4554 2483.286598 21674.69237 3782.670417 3086.760913 5067.189666 70505.05122 11500.97548 35998.6743 14982.52042 21346.86108 10113.87023 2827.82523 16661.05453 20584.29558 8464.583882 1904 153608.5072 4449.368131 119425.6245 2591.766294 21185.18459 3654.334507 2613.508315 5248.8045 78908.78578 10792.9282 38514.87844 17849.60196 22299.32227 9007.59726 3601.706375 15832.91148 21614.56241 8378.53768 1905 140791.8073 4009.219175 113526.7521 2285.459709 18572.79348 3275.902444 2087.814257 4744.429861 71925.26115 12863.31625 37378.985 15259.97946 22254.5123 11840.16778 2634.609527 15111.12309 21214.00457 9048.033435 1906 154552.5738 3991.351371 124454.1422 2813.44082 15145.11296 3264.722271 1969.713925 5724.758521 79820.05619 12364.9936 39205.75093 17052.62125 24980.52968 11604.28288 3068.294642 14843.86337 23724.65068 9171.271886 1907 176184.729 5079.491863 138458.8056 3923.827098 21167.85769 4157.106543 3927.910026 7704.077588 88395.29417 12357.59547 43294.61313 18053.63317 26963.8467 10037.59784 3709.743123 12939.57536 25901.83755 11370.92458 1908 162143.3849 4381.858327 132007.106 3024.247549 22028.22666 3609.397871 3632.032834 7036.333035 82532.96735 15745.25615 41759.24002 16556.61326 24150.67475 13418.56253 3304.974814 16309.77897 23085.6893 9776.061071 1909 168225.3485 4916.265638 130159.3526 3546.070884 20851.79471 4049.86493 4784.871982 7076.568526 79843.43086 14168.94212 41500.77922 16072.7643 23361.90322 11802.04704 3319.111781 13858.32793 22585.28795 10521.51248 1910 139316.2908 3596.667024 115140.3883 2480.069884 14901.3279 2944.237481 2293.1819 4799.188449 77586.26463 11370.7159 42146.25083 15373.39147 23368.8826 9725.225393 3283.974797 16378.38979 22032.94858 9386.266137 1911 155005.3898 4287.016924 123932.0785 2917.927417 19329.16551 3520.160094 3643.629513 6407.749275 77691.28937 11711.84303 42171.50708 15182.90401 25161.00605 9849.180084 2915.495916 19413.59638 23378.83585 9030.83986 1912 167229.9628 5012.602559 128448.4792 3441.081991 19616.2792 4087.839529 4417.669094 7015.6046 80388.31267 12684.37959 41535.09333 15722.47954 24721.59768 10411.05889 3344.314352 15540.21312 23684.27045 10686.43305 1913 174033.5662 5056.093793 138888.5698 3471.514038 19343.406 4129.313378 4173.702347 7217.346005 84298.32319 17389.02888 45032.24784 16957.92758 24934.5005 14662.90801 3749.515609 15134.00361 23738.78789 10416.14636 1914 170407.8113 4434.056538 140553.0022 3427.745432 19954.37281 3658.30133 3938.028827 6666.996902 85471.09822 19580.00148 46062.2294 16375.66785 25720.74507 17823.1743 4099.049838 15456.32545 24366.47383 10641.24344 1915 179925.8774 4570.143776 142270.852 3381.351783 16989.0886 3767.869307 4365.759916 7262.782589 82518.46914 21348.05711 41176.30385 17209.00779 25024.94575 20071.23971 3583.790506 11387.34256 23888.21069 10945.41667 1916 178038.5269 5449.358309 138915.4926 4057.905348 22909.3265 4458.219127 5407.791953 8506.610608 86616.2902 13736.45349 44300.23945 17165.06562 26210.73131 11335.04802 3709.006392 13947.7562 24847.82455 11190.26231 1917 143653.0664 4745.978238 113667.8797 3042.113619 20587.1179 3885.02641 3188.272501 5360.253219 76247.38289 10539.04965 39000.76025 15414.84419 24318.93816 8988.29036 3078.353066 16507.42723 22784.50614 8872.860249 1918 127744.1665 3529.37505 108118.4774 2382.871807 15016.2415 2917.368337 2006.309241 4428.792091 80865.40044 9573.343158 42481.05552 16276.62677 23983.51254 8398.060653 3679.37781 15210.54621 22982.26982 10393.16402 1919 108175.703 3094.622056 90937.55542 1476.444426 10959.93707 2535.513937 1202.010126 2746.215943 64105.79091 9371.852981 36879.34464 12531.48635 20254.88899 9013.749831 2438.600034 19340.48617 18874.01373 8627.35641 1920 134193.2379 4041.500429 109174.2333 2493.884258 15474.92043 3319.214745 2280.639682 4559.19167 74279.06734 8939.604682 37989.42972 15866.79309 24909.31162 8039.75185 2671.853448 16526.30972 23242.45917 8466.191784 1921 132241.9763 3609.192102 109600.689 2160.647752 12159.11723 2978.259284 2070.570066 3992.088877 77434.58858 10219.04367 40597.57431 15943.69137 24052.348 9537.392282 3383.624382 15793.76926 22804.91828 9700.283543 1922 122595.0372 3506.965179 99120.02474 2017.871193 12597.95489 2876.182328 1774.449734 3620.898873 69241.82471 8961.851316 37078.36592 13951.83217 21518.96918 8219.323742 2799.226856 18066.19063 20218.45966 8372.039968 1923 144010.8358 4118.101282 116250.1178 2476.88608 16856.77884 3370.784606 2658.605286 4976.307362 77915.23925 10555.74382 39971.99021 16213.98995 23408.10091 9228.390159 3335.828472 16880.00879 22355.42488 9285.382227 1924 132388.8018 3914.475873 102608.8723 2249.93515 14592.81827 3233.312779 1828.728558 4440.803536 70932.91222 9790.990527 36024.12075 14703.2606 21345.48443 8712.771485 2629.835681 17196.16285 20275.24343 8990.884874 1925 145635.0058 4005.022205 117442.8212 2889.837742 14528.84928 3295.098449 2533.352138 5587.430719 77020.11443 11325.80552 36329.97326 16430.55713 24670.65705 9895.041773 2621.107848 16521.20782 22706.01764 8415.25053 1926 126759.6116 3586.244014 101817.6994 1973.942766 11963.70802 2954.373589 1964.44239 3677.312271 71175.46564 10837.14959 36386.60428 14936.60773 19874.92843 9422.931386 2802.119153 15824.75263 19077.13097 9174.510457 1927 156681.856 4711.243401 122059.6494 3325.813375 17888.49117 3876.18909 3706.362336 6506.086808 80925.77508 10274.91962 38968.83112 16891.2458 23194.30669 7982.748456 3189.599903 17570.25059 22068.95095 9093.973776 1928 156244.2708 4624.397505 122089.3097 3548.095257 16164.29864 3817.056476 3220.366393 6614.319451 78505.78341 11324.44935 40457.72593 16096.85295 22834.54012 9613.028798 3359.206444 15334.44462 21918.78741 10026.29037 1929 160147.5 5444.447537 118636.6964 3670.209563 15817.70827 4456.991761 3658.765453 6490.608444 78587.14164 9900.931788 38627.11713 16318.63924 22514.14104 8203.620856 3221.882152 17971.84555 21503.85193 9291.008679 1930 135320.7312 3999.276183 106417.0678 2324.06946 13761.04187 3305.907004 2157.059174 4319.771288 68961.91047 12500.34234 35755.15788 13781.24825 20315.6769 11211.56939 2920.981383 18085.90197 19263.32407 8663.103963 1931 107481.1587 3033.683092 89528.1348 1332.617721 9703.865355 2500.265102 1276.252385 2707.020871 65838.17185 11078.36657 36209.66545 13227.33652 18345.2617 10852.10492 2839.272455 20671.19835 17570.58431 7945.650448 1932 142934.5914 4533.395213 111542.9108 2450.464338 14578.07644 3714.502944 2531.123947 4535.146956 74651.20303 13125.02183 35343.69757 15918.788 22544.09954 11588.20004 2991.620592 19529.95496 21270.55298 8097.488043 1933 112366.9534 3425.097137 88143.01336 1462.157608 9424.345127 2814.016108 1477.261154 2831.08721 65601.13557 8644.331364 33181.80746 13183.4023 19177.04365 7914.835671 2659.864564 23535.19244 18177.5545 7469.84087 1934 113263.9408 3615.215713 87088.98679 1215.481194 11910.5982 2980.20458 1517.020274 2685.21439 55942.31446 12298.15476 31158.52248 11929.5236 16284.31669 12233.47564 1914.822399 22671.11538 15393.04996 6314.015905 1935 122245.2801 3654.345554 97828.62907 1615.384085 12231.37346 3011.991415 1353.501104 3605.528095 68005.17925 9141.284502 34157.64575 14866.57888 20978.07211 8130.020669 2477.132105 20336.72685 19559.03585 7039.220137 1936 100143.2195 2809.330721 81581.36054 1195.188372 9958.704793 2317.484951 1275.396068 2212.389903 57889.29009 8493.257138 33529.05043 11818.10266 17818.71036 8420.8942 2172.323628 27397.14626 16547.41031 6295.346235 1937 108395.6953 3177.314795 89239.27875 1242.426065 10645.80663 2615.08453 1305.308241 2533.911312 63927.26041 10844.05829 34822.44185 13176.30704 18132.13893 9922.357627 2753.08672 22668.82471 17144.51661 7443.529863 1938 128300.0697 3694.646282 103270.1586 1814.776742 12848.31723 3055.660914 2095.450306 3904.673933 70311.18249 9821.49463 37567.42258 14493.13956 19973.86793 8540.939781 3078.819106 22183.72333 19045.16886 8083.239601 1939 118225.5214 3171.169341 96810.77346 1573.801522 9992.510419 2622.986424 1397.305747 3219.858672 63340.68454 12320.35903 35767.4934 12947.81202 18839.74046 12837.71629 2715.594585 23086.02556 17376.23987 6974.335137 1940 117308.3667 3538.066668 93753.28422 1582.185609 9479.076936 2906.932779 1639.552822 2984.277233 66303.09844 10101.66491 35389.06559 13879.0653 18079.96409 9305.777513 3068.795572 23295.04112 17044.35171 6917.235347 1941 125643.6164 3633.407762 103041.5877 1685.869119 9642.762939 2991.736855 2208.046954 3396.523874 70930.20617 12318.46344 36470.49091 14873.59367 19432.44448 11200.77104 3035.681519 19563.13527 18600.68124 8535.935164 1942 151090.6058 4482.776182 120391.0316 2389.801863 15187.47895 3679.932671 3324.448106 4862.258067 77682.8566 16106.83188 39700.17046 15877.75897 21409.14906 14289.39525 3480.354738 18569.06521 20547.08126 9480.495575 1943 151854.647 4786.818593 118326.6617 2667.062197 15443.82122 3935.553304 3192.362765 5186.205566 76177.92404 12986.97896 37722.0421 16093.702 21631.89864 11143.58119 3366.677522 17082.20536 20587.54671 8823.124103 1944 131321.1672 4022.678595 106895.1363 2239.44938 13532.92722 3304.770624 2194.268746 4111.237288 75253.02081 11307.50906 38669.59727 15304.67813 21118.00864 9553.136038 3683.188031 18109.25704 20127.13122 9032.345777 1945 141526.5902 4467.929112 112982.11 2503.999818 13231.01449 3678.249397 3042.778747 4589.236409 78080.87884 11656.73762 40102.66723 15953.22076 20543.64786 9431.282281 3856.809073 17773.09098 19941.25004 9637.133892 1946 141836.8738 3751.120318 114393.8718 2281.759781 12451.62019 3097.001725 2148.529199 4517.544841 75196.56022 14366.68595 37103.99129 16190.98917 21122.67922 12525.06297 3410.128627 16099.17935 20053.1384 8688.280271 1947 163084.5364 5004.161797 130452.8236 3439.522359 16497.17686 4111.293878 3964.514079 6324.431873 84948.68391 13709.46351 41361.24287 18304.25617 23355.92645 10787.43881 4457.568461 13286.37095 22652.84979 10734.63962 1948 144891.233 5199.249572 112752.7741 2678.872853 17204.48393 4263.844746 4550.466044 4972.149429 74218.13983 11961.28903 39496.08141 14893.72419 20442.6048 9055.44084 3487.600485 16344.54137 19630.02351 10221.46958 1949 143355.2503 4487.545463 116652.3324 2448.760182 13792.77764 3708.266927 2633.68571 4744.989082 76304.19154 12640.3789 39289.15659 15917.28244 22207.07745 11004.63617 3447.334312 16055.21956 21216.98689 9589.23608 1950 147323.8556 4489.772112 117664.8274 2662.462521 16354.87423 3701.235278 2376.207186 5077.53248 79892.0522 11602.32908 39493.28953 17159.41408 23140.17586 9844.473616 3591.146399 17428.34906 21874.45851 8591.212713 1951 153374.3471 4606.81859 121235.4658 3064.578967 17053.1111 3776.98402 2999.736322 5833.54669 79484.3903 12561.85168 40533.11295 17242.13416 22546.10903 10571.17802 4012.395577 15902.14959 21408.40889 8948.897373 1952 152789.3101 4452.991567 123238.4303 2938.926809 14035.31852 3662.184933 2796.522316 5463.282508 79905.65535 13053.93182 39611.37105 17513.18159 23909.7224 11556.65964 3759.706597 14833.59839 22659.7583 8874.143944 1953 150949.4157 4892.843358 114810.8774 2976.656135 20090.9462 4025.2753 3681.172472 5805.891255 72206.29358 11070.98886 36597.11309 15080.71665 20529.84247 8402.31839 3389.843027 18485.0403 19569.79953 8391.823834 1954 129900.8406 3839.035893 101793.6835 2125.028666 17583.80229 3151.197586 2381.282705 4338.826383 62677.47578 11768.27114 32500.81234 13428.23785 18415.43826 9630.483366 2348.277387 22296.23584 17037.59039 6328.837296 1955 145562.3171 4953.085493 108130.9553 2298.992062 18700.41176 4075.656074 3949.469506 4544.957429 66706.71957 13026.86419 33506.50156 14477.81323 18255.34156 10515.45468 2864.782716 19398.25245 17473.36096 7650.56654 1956 130063.9091 3652.512958 104016.551 1960.862609 13535.05136 2997.42789 1865.854719 3730.397173 66217.72615 12608.1864 34924.86438 14041.99324 20021.79895 11931.14783 2817.463316 19525.99668 18630.6693 7159.983337 1957 142568.4221 4423.13441 112376.8252 2341.852616 13704.5648 3641.768283 2402.529827 4575.391749 75600.17989 10775.50335 35390.4013 16338.08488 22475.42397 9431.982601 3055.081123 18677.38779 21155.34611 8360.011753 1958 134078.1381 4372.536783 104806.5936 2177.30896 14139.63856 3607.609256 2787.617887 4266.618833 66748.8491 10748.73435 36105.70205 13497.15793 19366.65593 9313.574192 2904.667068 16863.15566 18504.30936 8703.070576 1959 134768.9099 4144.24919 102720.6146 2071.889402 15377.25694 3416.628035 2600.72075 4054.214984 65615.12433 11327.32867 34630.37877 13745.77623 18628.47524 9570.957302 2609.456746 22070.40111 17553.61287 7111.676353 1960 126594.2503 3598.152066 98850.07448 1734.871767 13444.43935 2949.835155 1782.427322 3733.58227 63760.19374 10782.68683 35124.68635 12730.04496 18896.11451 9830.110106 2481.289151 21560.15249 17874.21633 7853.854138 1961 100689.3047 3100.898076 79653.22317 1088.160422 9519.669748 2554.997565 1221.693505 2310.41447 55640.52922 8848.317256 32906.46494 10816.62764 15801.73933 8574.870142 2129.234011 26245.40048 14975.53384 6774.303646 1962 137251.451 3723.439276 112226.8559 2052.365679 13479.6677 3056.811127 2385.239075 4163.103055 75088.53042 12529.85042 38009.01784 15699.67343 21777.86893 10853.16708 3264.968738 18416.38274 20579.50569 8535.464992 1963 136383.8642 3854.652569 110825.0691 2276.652321 12807.38507 3162.417466 2444.09269 4662.02088 75220.90158 11644.94522 38026.54935 15754.03015 21583.30343 10119.68703 3411.56592 21311.874 20478.05993 7315.590173 1964 137175.7889 4335.473146 110127.483 2173.68802 16385.25633 3566.714635 2434.298093 4750.189059 73449.6779 10361.30064 37512.97433 15768.09356 21578.81067 8603.403638 3444.569214 18826.28416 20333.19909 7534.465512 1965 172253.4961 5189.081948 134685.6311 3471.621821 18069.25014 4270.893157 3123.122426 7207.617334 87726.69209 11946.56907 39494.23153 19051.08021 26707.39578 9367.751376 3907.392868 15605.903 25416.34524 9561.428896 1966 151840.6926 4494.021566 118168.409 2509.657027 15840.94011 3697.094607 2510.839694 5708.686406 69167.76035 14578.0518 35631.3445 14280.55122 20761.33444 12983.64288 2891.936595 19619.03783 19490.58213 7188.190087 1967 154188.5843 4867.98816 125227.8448 2672.402951 15369.37823 3993.799891 2755.776804 5747.847224 86603.06966 9980.706457 40077.8089 20138.14774 24642.49701 7975.986955 4543.036528 15411.60328 23765.30231 7775.798491 1968 151601.6422 4010.108685 123071.5258 2803.775697 13191.33322 3296.336696 2009.504018 6103.902584 84847.02611 9054.604269 38712.58469 19434.39722 26530.33244 7818.493227 3679.428249 15620.70556 24932.62525 8059.33239 1969 174194.0652 5088.390937 136481.5512 3120.80116 15571.14808 4193.284802 2986.662949 6903.128577 81490.00194 16007.33468 39155.55609 17692.81665 24221.04644 14426.05536 3929.709469 14667.45405 23158.25887 8985.54631 1970 156455.0382 4464.757099 124118.1442 2816.712634 12883.18372 3675.796998 2492.599389 5843.956787 82499.60957 10924.1286 40260.76469 17904.90492 24157.6438 9545.941766 4106.596027 16971.77876 23123.21573 8829.888063 1971 159070.8966 4257.54659 129934.7717 2668.181708 13853.40868 3500.318553 2243.67941 5307.006824 88163.27226 11516.27639 40934.92035 19917.18198 28509.70329 10099.84194 4296.634984 14489.2525 26783.60298 9241.683611 1972 153708.0934 4565.80718 124825.7776 2641.982202 13857.72712 3762.917613 1961.678662 5745.573491 85325.42807 10905.75248 40492.33191 18882.37495 26114.45926 9655.254209 4281.308611 14427.12015 24900.31366 9240.078772 1973 144750.4627 3947.625434 118636.8034 2343.533903 12849.00021 3255.8043 1546.21748 5125.548751 81937.65002 10395.68176 39557.93344 17544.07879 25218.18377 9514.900706 3950.057437 19790.53999 23883.24218 8268.781052 1974 141609.5929 3842.471144 116150.9414 2563.135469 14629.06322 3168.461739 1840.113096 5005.956709 80769.02314 8857.661916 40485.87027 18206.46702 24055.01575 7665.062293 4320.266513 16189.19716 22912.77976 8052.57775 1975 166429.5379 5150.268058 131235.6568 3477.246146 15577.46818 4234.356252 3314.261792 6599.400199 91907.55739 9786.070921 42494.02525 21059.15698 25834.81282 7398.97055 5136.990588 14378.41392 25102.88399 9525.698908 1976 166037.3166 4431.609952 134726.3355 3214.436643 15119.70365 3645.412231 3053.619237 6289.546344 90250.32888 13204.30375 41573.79702 20484.17062 26766.45657 11092.98919 4645.044816 14688.64316 25454.36001 8794.896878 1977 127073.0007 4153.847502 98266.41587 1872.415297 12187.26007 3431.275158 1805.700525 3526.773584 66917.05443 11586.07448 35447.37357 14623.52431 18879.93568 10703.47997 3178.470717 21823.33509 17932.37017 6449.735115 1978 186856.1586 6214.914129 143719.8954 4261.985281 21803.84729 5116.759961 4177.922283 8430.149291 91070.6485 12479.62112 40681.06676 20977.18581 26622.32431 9484.171627 4933.581924 16872.27822 25093.65947 7937.322204 1979 158483.7436 5187.932026 122055.8178 2985.858942 15935.01348 4271.159325 2826.375991 5551.765935 78961.1924 13181.69312 37718.09882 17603.2262 22963.04347 11458.29775 3540.395435 19179.54046 21633.18758 7675.84247 1980 146577.6244 3585.126918 123468.5981 2590.427628 14620.85919 2979.027223 2141.696237 5157.31753 79360.20049 12115.69718 40454.61015 18057.6586 24527.67939 10988.45268 3549.915291 19896.95476 22669.18445 7229.268706 1981 180525.7849 5060.371425 144768.1139 3261.85005 16708.31893 4178.417542 3468.075548 7093.200943 89436.03064 15291.96539 40891.28634 21089.51623 26045.80427 13308.23422 4339.00735 17448.01449 24593.07043 7300.570985 1982 161429.0282 4293.607226 133371.4175 3019.302432 16189.87315 3528.489225 2450.043952 6151.265556 92121.09019 10936.16283 41405.64539 21243.92815 26978.99499 8859.29089 4521.280765 18229.32574 25596.82035 8151.486277 1983 159352.0117 4121.386862 131076.6441 3022.410687 10533.73812 3400.708856 2667.787516 5570.011156 87730.95861 12916.48513 41827.15693 19369.18062 25513.76579 11692.07023 4312.621562 16928.78338 24217.52364 8805.785701 1984 147263.3051 4335.870747 124122.4158 2560.818719 12338.14754 3553.331873 2618.573133 4755.997205 86253.60281 12308.22287 41113.07253 18773.73408 23498.50793 10726.13787 4881.26162 19517.49023 22225.80514 8284.159576 1985 125114.2375 2949.881738 107669.5464 1615.133332 7999.641742 2438.62625 1024.217865 3616.325582 73498.43387 10178.08364 37681.55234 15803.08939 21681.9031 10109.22118 3381.314489 21400.33866 20105.77812 7356.045487 1986 162362.3302 4257.304614 133206.8611 3094.552922 13297.62027 3508.932204 2677.521247 6464.746384 88353.38774 11617.46447 43086.12844 19084.56065 25769.60914 9835.058217 4272.319317 17639.22088 24328.64871 9362.804247 1987 149496.5821 4019.150457 122073.5273 2433.311035 12222.78874 3289.919883 2159.451016 4913.064868 80308.94092 12832.03977 41167.16001 16773.94584 22332.94449 11457.33052 3989.814024 17934.50208 21082.52022 8654.321232 1988 123911.2884 3530.705447 102126.2492 1809.373826 12377.76048 2899.535135 2199.057744 3394.287345 70822.43848 9546.679932 37169.97249 14329.9773 21320.25783 8182.088806 2677.143164 22650.63002 19915.66455 7516.848032 1989 140567.9922 3908.894476 112522.3526 2456.609027 12925.82311 3236.056636 2397.466127 4702.212163 76796.68024 8848.63696 34899.30623 17500.57554 23829.10929 7463.363968 2929.024771 17037.2315 22028.21258 7102.160634