# 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/ravindranath2019sd.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, ## SD1 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Landusky ## SD2 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Loma ## SD3 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Fort Benton ## SD4 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Winifred ## SD5 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Chester ## SD6 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Dutton ## SD7 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Craig ## SD8 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Eden ## SD9 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Toston ## SD10 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Vaughn ## SD11 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Three Forks Jefferson ## SD12 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Logan ## SD13 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Three Forks Madison ## SD14 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Gibson Reservoir ## SD15 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Twin Bridges ## SD16 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Melrose ## SD17 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at McAllister ## SD18 streamflow reconstruction standard deviation, , , cubic feet per second, annual,climate reconstructions,,,N, at Barretts # #---------------- # Data: # Data lines follow (have no #) # Data line format - tab-delimited text, variable short name as header # Missing Values: # age_CE SD1 SD2 SD3 SD4 SD5 SD6 SD7 SD8 SD9 SD10 SD11 SD12 SD13 SD14 SD15 SD16 SD17 SD18 1800 4676.463394 12.60528866 5001.782974 519.2453499 2382.070548 514.1245234 515.994825 793.1816789 3761.891936 1227.939974 2857.710174 2222.171675 1155.037453 4041.60345 637.9013913 4454.973328 2227.297845 1444.97475 1801 5565.191858 22.36490676 5236.182919 983.2498582 5394.588263 889.2294584 921.6976214 1527.847853 4073.747393 1143.93831 2859.335116 2500.685169 1266.057812 3314.045955 733.0500793 4262.317469 2369.182958 1420.843619 1802 5081.199432 17.11271579 5611.382256 818.1639402 3271.528178 716.5032292 862.2244317 1210.820398 4372.450105 1244.211963 3012.594473 2749.311885 1356.493216 4172.751313 894.7864559 4322.075796 2515.479913 1545.080912 1803 6259.399767 16.84381793 6458.529394 1251.140549 4338.51399 736.8607647 1170.655811 1542.856636 4790.986331 1953.400139 3475.202907 3152.238746 1554.993585 5663.286913 937.4491263 3125.307486 2887.387511 1615.439853 1804 5585.890626 21.94841894 5305.1094 1076.089746 5602.33969 968.8770552 1126.881828 1445.621722 3850.492277 1538.6653 2907.904492 2472.787715 1320.936514 4129.488692 654.7394171 4486.652801 2587.749543 1468.801108 1805 6334.720585 16.6691621 6208.138846 1140.057044 3948.342421 721.8546618 1034.716139 1789.100881 4497.011353 1435.428863 2793.568018 3039.667886 1504.790797 4007.030578 702.8253516 4116.553189 2867.092465 1335.15769 1806 6133.298652 21.13231291 5782.562985 1269.331516 4809.720663 869.1477037 1051.263429 1523.069941 4146.039867 1298.328579 3306.527786 2461.653723 1323.303348 3485.403093 714.9760233 3738.197349 2519.84011 1585.266141 1807 5733.800839 19.4707631 5188.554784 1206.24648 5617.769072 835.5412523 1017.188786 1421.863773 3873.111191 1271.679441 2861.271307 2381.041284 1343.834076 3137.542914 627.0524523 4623.646885 2615.806489 1387.859782 1808 4681.845819 17.75550876 4754.155844 685.3707225 3795.067397 754.8040848 538.0490875 966.9803276 3681.929066 1045.365997 2883.685209 2408.630006 1188.992737 2818.885402 599.4261962 4765.077866 2253.892442 1422.873691 1809 6085.156377 18.32139118 6432.424504 1063.00738 5401.999464 806.974233 993.3652116 1600.177717 4262.151877 1202.476894 3125.636976 2840.585225 1521.471258 3481.920023 733.6791812 4046.084288 2804.727022 1402.250404 1810 6915.269029 19.77699446 7599.416485 1624.673033 6477.589556 894.8548707 1256.106453 2297.50917 5369.628348 1203.02182 3703.27052 3722.887011 1887.181786 3137.945885 906.5895478 3457.496232 3589.509723 1600.407628 1811 6933.032329 20.23573249 6994.82883 1508.783547 5150.886326 883.2712963 1183.046097 2153.437511 5408.713522 1092.613604 3465.863694 3622.348139 1850.668202 3058.532856 947.8240538 3968.792834 3496.657983 1552.83723 1812 5632.366853 16.71319232 5689.979765 1055.928025 4103.777909 692.7866876 847.7892082 1454.73795 4357.825035 925.9001064 2985.016844 2705.5534 1558.971203 3061.118366 833.9299642 3803.705313 2806.96325 1583.460117 1813 6326.24467 17.29849425 6481.610458 1519.99324 4740.798289 782.9859952 1227.32721 1797.304951 4623.964788 952.7190691 3141.311621 3075.819761 1596.166198 2464.770135 870.2858737 3369.562946 2918.690697 1553.731164 1814 5753.012144 18.60899845 5694.715481 1168.459153 3878.12574 855.6245747 1451.873983 1467.147076 4092.747752 1437.512215 2973.269486 2610.141562 1342.988721 4866.944678 689.0071145 3738.230549 2616.524489 1606.992497 1815 4748.292775 14.67362267 5024.683598 839.8655204 3165.83393 647.900312 680.0487484 1121.52913 4266.073603 914.763546 2959.337799 2667.225055 1407.026129 3216.811741 717.3442964 3937.505049 2655.866245 1532.513408 1816 5671.2945 16.65465851 5269.548777 935.5809983 4570.981738 698.7421053 1338.755676 1233.407364 3910.773521 1219.747392 2988.644622 2257.194969 1321.444484 3589.565327 649.8048063 4149.188717 2535.048009 1719.617971 1817 4676.048937 14.25114551 4918.792128 736.808209 2727.104189 657.9558617 581.7742935 965.7089478 4018.875615 861.9090034 3250.366067 2389.609196 1414.887691 2896.513483 671.2316887 5192.885277 2533.088405 1504.144889 1818 5203.041394 14.42432658 5140.982684 733.3620837 3567.643957 648.7805767 813.6109797 1037.574742 3944.473444 1055.515575 3048.502321 2455.647647 1496.606627 3917.912786 665.668214 4347.584005 2735.67805 1422.054819 1819 5638.482585 18.6230066 5311.876734 974.2711024 4644.346814 762.0211331 858.649843 1258.97958 4288.786244 1223.464637 3183.62867 2485.555328 1566.677465 4041.436891 704.1240888 4622.770754 2719.78681 1442.192364 1820 5927.35452 18.62827687 5920.263524 1231.548682 4808.726845 800.704967 977.851713 1497.443386 4523.865485 1047.107478 3206.732194 2795.253267 1620.7063 3627.07122 820.5451245 4256.023935 2906.883174 1514.45918 1821 6366.171409 18.9549888 6300.235922 1434.798846 4587.991745 804.2511685 1305.135631 1866.776988 4966.712089 1385.693599 3216.974824 2859.533609 1930.314228 4670.407714 825.6982768 3993.541112 3363.246456 1593.988157 1822 5150.237256 18.89917923 4886.248232 856.7614592 5100.061119 809.6565122 760.6143731 1250.818039 3776.446155 1190.765891 2970.220597 2177.877533 1341.676192 4186.84807 656.2820912 4570.728577 2463.86859 1348.386585 1823 5028.454945 12.50336846 4988.513875 826.9438884 4083.072507 566.1326352 834.9427852 1167.84358 3953.359542 950.076529 3465.489269 2141.12338 1417.857514 3079.434472 652.7435723 5339.392277 2597.393049 1304.219483 1824 6278.663839 15.39976406 6272.779134 1198.143087 4913.395834 762.3864855 1528.510262 1712.666566 4113.182384 1678.716704 3154.166772 2617.141632 1761.758584 5719.364795 679.3549481 4567.085145 3071.192697 1312.757754 1825 5787.18355 18.45420619 5442.7716 1109.710817 4589.7759 891.706032 1382.99254 1578.687746 4136.056268 1521.28378 3148.375437 2604.963512 1506.656192 5314.346966 733.5106586 3945.351105 2825.280582 1483.256312 1826 6276.813942 21.01222039 5931.945923 1435.816799 7851.266451 945.8170874 1501.229657 1834.13989 4385.805047 1431.513884 3145.40347 2692.657341 1487.825491 4229.764027 798.6616968 4036.060171 2806.795567 1478.266274 1827 6142.289995 19.04092903 5742.541082 1238.172612 5987.711392 871.3075913 1347.057977 1661.764471 4527.403207 1292.362312 3075.35233 2879.109623 1489.78216 3843.728605 768.9407331 3911.662583 2742.963259 1575.128626 1828 6874.346586 22.3407978 6896.00567 1584.06297 7146.886619 1073.91336 1973.380728 2325.132338 5766.110093 1612.700808 3553.381918 3292.051064 1859.494585 4913.897432 941.0246583 3509.726421 3541.101597 1864.11135 1829 6308.56672 23.08766164 6054.78302 1270.180101 6610.21159 1125.259007 1677.587858 1785.780105 4556.221833 1552.224593 3129.274016 2720.217009 1356.000908 4600.135641 748.1971772 4215.14997 2588.785113 1691.473939 1830 5984.777925 20.85026555 5852.898995 1396.205212 6666.832561 941.1453058 1099.751108 1594.500198 4615.713343 1102.544894 3334.922175 2896.02808 1528.118163 3186.258226 865.4317634 3391.480732 2882.645607 1737.860727 1831 4851.08259 14.05102813 4950.317081 800.9068324 3811.999797 682.1156526 800.0631839 1083.474246 4208.273791 1071.654829 2984.233142 2423.452925 1403.630107 3524.836219 707.7236639 4879.929305 2717.296575 1561.364375 1832 7059.001134 17.14224188 7323.79898 1711.81633 4521.622693 765.7360986 1588.362769 2214.532524 5439.820925 1745.415967 3623.074612 3503.66199 2031.726372 6492.227363 946.6339611 2919.794291 3808.287634 1879.044441 1833 5946.070607 18.8670265 5983.705043 1236.012098 4519.075881 868.3483107 1325.608772 1727.39004 4583.173333 1362.219582 3219.257772 2765.6118 1459.025514 4762.517078 829.9669479 3553.803522 2770.154074 1710.794407 1834 5666.905332 19.05514076 5523.565754 1104.352642 5544.88731 865.1817817 1157.081111 1471.671869 4093.770093 1276.457268 2976.656271 2622.75517 1310.086011 4506.912287 741.0680469 3551.086565 2590.495427 1579.054796 1835 6113.75614 19.96662432 6085.771855 1415.446639 6048.882693 916.2215906 1679.668329 1769.216103 4609.804537 1110.964777 3243.731514 2902.416024 1597.201038 3501.019642 828.5314724 3765.274944 3101.419935 1724.859084 1836 6670.233428 18.97201251 6443.669017 1572.979192 5424.916036 869.9416341 1829.642333 1939.466147 4851.160373 1300.171059 3550.323294 3217.042412 1836.722681 4240.687423 856.4991062 3150.477142 3506.071682 1707.660279 1837 7286.630741 20.10867722 6664.833653 1678.674723 5268.488282 914.2649846 2025.078595 2311.3834 4840.516386 1679.614487 3701.074683 3099.520336 1760.703446 6259.322014 881.2345077 3172.501266 3239.848851 1814.260237 1838 7251.103504 17.35462355 7605.072798 1832.547597 4164.33692 735.7469949 1525.601945 2461.649686 5631.522689 1498.034572 4988.477935 3780.298525 2140.00621 5651.452679 1059.450251 2630.282535 3863.957627 2122.22225 1839 9680.42578 29.42631514 8213.536809 2427.22742 6105.099801 1356.686805 3000.275743 2913.554168 5612.279484 2060.68354 4499.538505 3760.483821 1928.46504 6053.247382 1060.79593 2874.375454 3611.13282 2143.20648 1840 6638.874837 23.22004064 5904.214229 1425.296038 5768.350013 936.4442242 1260.32451 1763.435697 4637.598602 1092.552991 3018.199342 2701.393238 1589.621891 3061.648017 814.9468621 3982.054694 3085.678582 1692.763955 1841 6769.986353 21.81586361 6052.854471 1379.498874 5038.881516 969.5494709 1836.38873 1673.203926 4366.28868 1439.387147 3173.735136 2630.882703 1490.327083 4651.300606 779.0460326 3772.567291 2812.854706 1660.225903 1842 5282.882316 15.36316208 6167.922806 946.212969 3230.208398 632.3670096 1100.759412 1436.06576 4208.691368 906.2201272 3013.881825 2855.461363 1669.19456 3378.850325 764.0755932 4175.469132 2980.550187 1496.232443 1843 5606.626235 16.10413595 6143.246559 1093.123531 3006.86384 709.0029218 972.975182 1373.885477 4527.546518 1061.828386 3412.79961 2900.716974 1567.464876 4130.395283 864.7875078 3242.680577 3030.399955 1781.220542 1844 5492.576067 14.78730037 5990.653572 1083.952742 2921.922256 677.5459723 776.7623464 1467.469884 4760.904439 1067.82613 4050.309274 3075.900172 1710.661622 4147.582256 871.2167789 2831.594769 3323.174906 1890.666701 1845 5766.344607 17.03737199 6167.063034 890.9327524 4103.537715 803.8139021 981.6217009 1545.628623 4570.845451 1115.204408 3284.11615 2968.846425 1636.116103 3990.114235 840.9698186 3641.293822 3061.869323 1514.331351 1846 4991.232323 17.0997082 5059.642197 744.4463412 4325.045633 763.0406217 775.5527127 981.305896 3979.222765 950.8186327 2812.936583 2362.019297 1265.082395 3160.870494 652.2271288 4026.061924 2329.768688 1459.328985 1847 5164.859337 14.1159787 5990.299802 927.0895046 2862.516457 659.9731181 690.0852475 1355.097461 4672.203146 895.8943216 3170.300521 3328.358611 1750.085014 3511.588799 837.6212747 4179.317478 3371.787078 1354.24899 1848 4728.937405 15.42333274 4933.805409 715.202711 4710.894744 656.647258 708.7282817 1008.148307 3500.484597 987.1794993 2929.38948 1997.890961 1293.763059 3039.737895 544.297997 5195.131777 2329.574456 1148.659407 1849 5396.915318 14.95630817 5890.12306 1073.706044 4950.725257 709.4131573 1004.303366 1389.427175 4491.912826 1156.031699 3079.998451 2898.657258 1676.053192 3984.920305 803.3388805 3345.958029 3110.251003 1550.228209 1850 5128.054549 15.76307974 5231.101672 973.3187446 4397.024157 651.9212209 864.4637741 1268.707337 3980.336591 1071.988697 2904.813948 2358.851861 1480.757442 3957.58629 694.1687543 4082.561249 2634.998313 1438.140375 1851 5638.210493 16.93441 5944.295038 1296.656774 4399.090964 801.4252827 1142.76813 1586.738296 4815.868537 928.4767326 3058.948284 2843.013158 1589.493199 3828.539565 828.636646 4398.665737 3038.255942 1543.215338 1852 4574.03218 13.66834896 4911.860572 842.4843219 3402.319258 629.4189274 729.2337446 1212.846127 3888.834255 707.0521586 2898.465749 2390.064582 1392.384795 2921.034582 671.5883941 4458.150065 2590.425267 1402.053721 1853 6158.460182 16.82685961 6767.736726 1525.874953 4093.580744 799.1250521 1465.179777 1993.959244 4893.036216 860.6916512 3556.277429 3033.081955 1758.561096 2985.485405 968.0018545 3428.510281 3365.04124 1799.079317 1854 6825.717407 16.07610334 7346.134076 1497.159219 3591.833081 781.6985889 1094.802168 2069.474642 5325.936312 1141.034789 3577.385635 3157.927024 1922.706983 4025.577009 959.832239 3392.559581 3638.076578 1743.468947 1855 5157.192341 15.35243946 5088.801324 995.3427157 3860.837125 680.9911671 721.0454778 1301.030114 3780.82921 906.9777014 3125.13648 2053.807804 1323.734355 3136.358253 622.9477464 5123.836767 2488.8819 1355.557136 1856 5138.426298 15.95906416 4942.206833 957.1711025 5112.106196 754.0861674 1051.945473 1135.711598 3575.281686 990.5772272 2950.665754 1985.10379 1276.021008 3446.030453 562.2585829 4924.337186 2264.055994 1384.437126 1857 5083.816209 16.22800511 5258.435254 1037.045344 4522.887727 747.906822 977.7146277 1148.347527 3705.306264 981.1585072 3062.57614 2213.533864 1310.217868 3628.140723 636.4070413 4303.105451 2455.051353 1487.741039 1858 5767.732983 17.91670242 5564.760941 1273.020288 4297.595974 742.1256608 1217.418695 1394.695059 4129.071408 1065.153434 3356.553136 2518.518632 1525.7778 4038.821426 685.2071908 3509.406178 2754.48813 1631.049578 1859 4693.756548 14.99301506 4624.084895 1000.614189 3495.505498 666.9963967 762.6134501 986.8284653 3584.752669 671.2699364 3114.280081 1990.593459 1285.98812 2639.328266 609.1383678 5094.747333 2412.548591 1393.626141 1860 5780.831318 17.54399545 6116.197006 1279.261102 5585.472833 784.2401567 1662.100649 1538.864404 3941.069316 1112.949291 3106.147345 2299.600251 1347.920114 3848.274486 618.0447117 4235.146514 2487.027132 1481.701143 1861 5023.74505 16.26018127 5169.380025 870.5760269 3501.483956 773.0129658 941.1101213 1327.912241 3541.896872 779.3102334 3099.447342 2015.706732 1313.631702 2958.191778 612.8376186 5052.81629 2338.283275 1357.936237 1862 5525.875731 14.46954175 5246.165823 1140.423477 3897.861411 651.0651573 752.1520807 1291.299878 4254.078479 846.408506 3278.924363 2445.654268 1567.232011 3005.249371 684.1639593 4322.769396 2910.219153 1482.698748 1863 4124.04769 11.49451822 4088.342843 569.8746492 2848.860392 517.1776744 420.1785654 721.3161584 3510.076964 923.3540979 3612.432059 1727.419968 1167.688497 3659.491449 515.8560787 6410.544285 2091.006109 1265.971639 1864 4969.1855 13.10700823 4725.399638 883.2421031 3250.637499 581.6600114 678.5839738 1019.213001 3851.578674 1065.233289 3194.748137 2133.204325 1355.887915 4170.526743 551.8744542 4718.089909 2439.226617 1450.351634 1865 4292.253938 12.09570471 4369.851678 552.0642465 2992.766648 522.3319371 465.1712833 766.4549681 3882.457043 911.9270112 3975.03127 1851.708037 1314.432534 3290.410328 583.3582161 7425.101567 2290.49329 1266.302194 1866 6107.767339 16.93906827 6034.544848 1060.272691 4375.452604 797.4289198 1012.523066 1669.247485 4996.893817 1305.780971 3568.261939 2639.061372 1750.260131 4492.999367 794.2472839 5388.243781 3275.513252 1704.975063 1867 5681.176028 12.9479724 5626.34267 1011.709404 3703.482213 595.1786061 849.2832978 1380.418736 4666.622741 1134.141664 3434.677722 2631.694426 1844.834242 4350.369516 807.5071648 4708.411393 3188.486296 1649.157613 1868 6316.310812 14.45854249 6715.263192 1231.644034 3497.926036 663.2073395 911.3542601 1835.847176 5011.152134 1218.071107 3569.976349 2983.327 1904.401558 4947.813655 885.2224767 4759.804305 3594.451853 1551.436488 1869 4562.993695 9.898487883 5152.682082 677.0619799 2745.738897 478.2990807 501.5322568 988.7285522 4278.447421 963.9455491 3455.913017 2260.934894 1424.17022 3734.275908 731.346161 5166.050541 2607.028843 1855.253595 1870 4858.426664 11.83120204 5302.651155 745.5473556 3320.822415 561.654838 544.468815 1141.945237 4374.669755 895.8231731 3851.688708 2406.820777 1521.233291 3181.997104 761.9858891 6117.138819 2807.915596 1479.901184 1871 4549.639788 12.21198122 4732.229748 592.9233479 3492.694191 553.1760686 551.8280888 1002.174273 3653.802309 873.7230435 3091.568784 2120.866105 1342.171827 3246.153307 633.8460126 5458.564409 2423.738434 1392.681847 1872 5196.495754 11.88380281 5858.679886 744.3991482 3586.790848 532.1501319 645.3445438 1282.180789 4556.797344 869.0239203 3257.990578 3060.934354 1818.446032 3047.330625 817.5402777 4329.549436 3289.281243 1450.991087 1873 5461.079914 14.10675991 5828.920929 924.6843903 4514.790769 610.7478051 948.6173621 1516.577816 4197.845899 1178.704876 3225.466511 2472.062179 1640.789122 3719.979566 760.8144657 4572.720921 2929.451724 1534.490171 1874 5172.029693 12.09744107 5377.413096 860.3273449 4664.031272 559.0045613 817.9841242 1293.989724 3962.49282 1007.03797 3101.572238 2342.14923 1480.3539 3344.439236 693.1819842 4905.817882 2628.359681 1365.953195 1875 5643.814641 13.26249539 5958.626934 1049.383172 4860.683708 629.5580789 922.7556887 1558.162564 4349.896613 1047.064884 3407.308896 2576.05367 1619.958623 3111.675842 811.1779363 4709.701935 2995.421311 1375.881258 1876 5325.912528 13.61551381 5515.962943 875.4439265 4953.8959 595.6529656 987.0619056 1348.108664 4111.291878 990.8497159 3484.79732 2384.19304 1481.656128 2839.144751 722.0914043 5151.929906 2811.169548 1398.288239 1877 6465.253541 16.02007093 6582.52976 1315.524739 5807.617659 742.9242099 1840.03777 2285.856444 4592.133819 1571.095739 3170.692863 2802.292853 1766.760108 5051.428678 755.0752356 4024.359489 3168.887249 1511.202768 1878 6200.155329 15.89717579 5981.483727 993.0420583 4548.121746 766.7336326 1655.839119 1754.175705 4396.231634 1419.164734 3310.35013 2620.091535 1467.215156 5131.302089 787.6516869 3501.653579 2752.473154 1735.17955 1879 7063.280323 17.68772653 7462.274756 1418.909052 6411.917704 903.2724748 2203.677489 2657.438104 5222.094397 1299.28901 3871.47672 3164.489044 1603.341672 3981.72924 890.1320281 3439.858159 2900.962098 1759.531596 1880 6802.792521 17.4165508 7505.566041 1456.504054 6227.51469 833.2396518 1535.493931 2463.835693 5177.763084 946.9094977 3303.508366 3248.907328 1873.059818 2995.816615 876.7671056 5048.362445 3521.886764 1438.054325 1881 6181.269464 16.79745647 6447.414115 1340.677638 6350.775526 771.4533638 1829.387294 2096.692728 4317.099256 1217.151202 3306.929215 2720.321444 1624.113884 3814.572776 746.5121758 3689.731628 2931.750005 1458.776633 1882 6056.45086 14.32965885 6453.588397 1096.796439 4195.509017 684.8878147 1145.428253 2094.805938 4711.417501 878.3729347 3400.17441 3251.933664 1697.00497 3098.757631 839.750789 3704.111918 3279.476514 1591.84507 1883 5675.005117 14.77075922 6126.05672 1169.238064 4166.597264 682.1645189 1379.487974 1762.459968 4630.4293 899.4965625 3435.128664 2980.191361 1822.117709 3097.863905 830.1177027 3918.003455 3427.129489 1567.483228 1884 5747.374918 14.00742945 6365.933293 1216.205636 4076.198037 661.8334088 1287.790945 1796.074876 4794.176215 786.9735894 3234.116033 2997.561075 1948.624471 2534.177409 775.48419 3731.827993 3791.826305 1604.822822 1885 6789.906136 17.63865846 6928.351863 1481.075244 5176.530665 786.781548 1757.437927 2474.492512 5165.990764 1318.679465 3283.084794 3035.504468 1881.165788 4891.697491 894.6187153 3836.166692 3536.130213 1704.10186 1886 5344.320413 15.6479991 5507.602225 1028.724863 5095.853692 737.2070631 1122.801647 1488.085209 4001.163091 810.6530595 2952.627872 2114.852992 1348.015349 2643.432914 667.4287714 4390.607085 2588.990344 1589.746441 1887 6397.987836 17.02120627 6632.314375 1470.001349 6376.349442 834.571328 2406.88462 2074.088738 4487.644495 1074.31985 3321.058495 2319.787747 1605.201799 3318.330841 735.486949 4380.068391 3068.825017 1880.075746 1888 6780.263564 19.07352553 6877.567658 1589.505938 5571.943106 877.9973426 2510.58149 2530.097452 4771.354356 1250.56567 3416.221948 2716.753666 1559.964213 4145.13466 787.4026638 3601.628075 2964.448577 1894.370295 1889 4565.283263 12.26045273 4683.057688 692.6210794 3041.144104 610.5537856 836.9837627 870.5026083 4009.517439 844.8889342 2955.884324 2042.187266 1198.410906 3149.510807 578.0238859 4413.141325 2398.437954 1636.282569 1890 6200.004656 16.68981873 5800.861667 1182.978049 4506.676247 669.2706293 1101.476967 1495.489225 4180.963435 1014.42663 3422.763376 2144.906555 1450.421629 2976.286746 671.4628986 4657.875959 2769.692837 1799.276861 1891 6286.85923 18.76987197 6013.946989 1226.912572 4550.781036 824.1165402 1499.961717 1781.257235 4566.097846 1161.332146 3333.500849 2491.810459 1424.056496 3905.482472 745.9679247 3586.215221 2702.933629 1785.534942 1892 5162.604915 15.69791398 4968.465566 898.1589506 4691.84595 728.6878535 1201.615297 1194.557912 4171.605293 884.905684 3022.11049 2086.861053 1305.061108 2894.579862 625.5447422 4740.55159 2529.541198 1847.584549 1893 5604.130457 13.92430407 5690.17813 1087.343055 5186.660667 662.7662981 1208.248535 1335.770678 3971.818738 901.8482763 3003.560719 2128.435822 1378.355643 2682.98759 599.2362559 4742.980717 2568.69088 1479.524952 1894 5614.849386 15.35821479 5719.609736 1120.794528 3729.069585 730.2682713 1016.738114 1487.103576 4473.005258 945.5936965 3666.224935 2305.854288 1379.041421 3308.646116 723.1210934 3983.132613 2651.774775 1926.916578 1895 5318.633454 13.23965608 5349.107853 877.2543517 3993.254454 606.307194 751.8227697 1444.604965 4407.2537 1132.176415 3353.27939 2315.368143 1333.997867 4253.730454 706.7804461 3908.247513 2538.421986 1834.366632 1896 4367.64331 13.15476308 4512.905905 718.8946823 4364.294609 644.8164572 660.2763889 992.5317329 3732.388994 765.450796 2913.550543 2067.757138 1216.960865 2655.439575 611.9038981 4851.22628 2197.757948 1476.454261 1897 5351.248103 13.13571641 5608.122443 937.6583574 4271.132276 595.8940233 776.0806651 1294.661862 4337.939929 1049.624644 3610.877096 2400.617156 1315.182421 3636.785969 760.5977601 3613.198197 2504.882513 1732.054599 1898 6118.197384 16.28788759 5907.34921 1058.309534 4784.279128 754.0835817 1528.850831 1593.212834 4171.296343 1229.580836 3469.082432 2447.742114 1270.944105 3932.750617 771.1603328 3475.614923 2453.375347 1592.753855 1899 6434.470837 16.95371959 6862.565385 1442.5765 6294.161336 803.6347463 1577.620663 2057.411577 4605.936408 812.1538361 3436.011063 2879.701693 1544.747419 2786.615048 934.6949168 3610.949867 2908.541116 1446.053749 1900 5796.761243 18.69941634 5882.59072 799.5791511 5537.348408 859.1116067 1654.916602 1517.195642 3825.544183 1277.297232 3072.648423 2286.996247 1260.783453 3757.467938 707.8281784 3892.321643 2361.26975 1498.617078 1901 6283.736002 18.50254405 6096.028271 956.2986487 5899.537144 828.1334458 1799.864111 1627.796688 4194.332038 1233.99779 3114.507537 2379.310262 1182.665648 3531.13997 756.8722582 3926.878913 2243.857598 1470.472231 1902 6535.00394 19.53479855 6699.654393 1041.143192 7113.642849 943.60281 1961.552236 1724.573625 4387.326521 1292.424577 2960.720533 2448.46369 1288.528297 3970.662056 720.2589576 4377.427027 2501.379393 1447.242259 1903 6317.233457 17.05445384 5669.849166 935.9068308 6342.126703 792.4479875 1450.479835 1496.73 4322.550981 1144.381229 3247.686419 2302.156499 1258.779335 3583.668431 721.6450501 4234.078116 2516.374152 1651.600044 1904 6044.412333 17.00375647 5747.265295 910.4670786 5850.281528 731.9637012 988.6679248 1491.146952 4895.416657 1059.530373 3484.877435 2790.596559 1349.090895 2995.919482 976.0537062 3657.508644 2677.368666 1667.795051 1905 5634.666195 14.59037184 5474.458622 847.5137147 5026.36037 650.4658562 937.7730562 1364.700447 4304.412367 1145.808707 3427.957556 2350.752041 1315.776921 4083.441161 685.4443385 3476.30663 2547.326155 1743.204245 1906 6079.086113 14.28020476 5963.29233 1007.595632 3966.509267 636.722869 835.1388518 1634.901319 4996.876191 1114.306037 3526.711593 2656.828937 1461.469166 3817.220171 879.6458029 3412.984489 2784.852264 1775.613146 1907 6877.899854 17.79649304 6592.477197 1345.980605 5862.663433 840.6071001 1533.243004 2096.684876 5153.889672 1178.742859 4364.598486 2704.318861 1626.263535 3437.547166 936.8079555 3038.045879 2931.710604 2234.142397 1908 6224.047787 18.38470808 6104.443318 996.0110157 5674.638579 809.3396077 1661.771187 1912.747419 4995.214521 1431.070721 3644.526157 2564.002503 1387.55474 4226.071797 811.5519383 3932.705798 2652.220999 1994.042985 1909 6344.617997 18.56508511 6179.373034 1226.131316 5479.821885 872.0363073 2027.832857 1949.383749 4758.611788 1350.612846 3934.506422 2472.235175 1318.665825 3886.852652 819.7075316 3193.702461 2575.71484 2098.81661 1910 5397.378029 14.43138538 5380.455792 896.0243988 3817.637329 643.7303908 813.7694614 1380.42159 4835.446539 1124.070125 3559.438372 2396.77669 1330.610358 3115.559768 766.1645992 3822.217959 2481.384388 1849.808921 1911 5735.764282 15.54150326 5982.140659 993.9151189 5163.845611 704.2348458 1571.691446 1732.571469 4722.883178 1179.797185 3607.823112 2340.972112 1432.883595 3263.529674 762.7518597 4728.228086 2764.809221 1840.535254 1912 6273.835347 17.79840438 6163.102977 1206.944825 5395.227372 808.1762404 1785.902567 1827.15732 5070.426177 1225.66472 3637.64258 2452.600847 1403.271429 3394.891652 833.4089349 3741.555085 2681.809543 2256.808554 1913 6493.019729 19.24546104 6608.36163 1190.63116 4967.300388 892.177457 1582.45579 2006.790531 5092.176087 1541.479556 4145.764269 2658.308461 1405.072382 4653.826873 887.2265158 3556.603953 2712.258625 2129.500533 1914 6621.702378 17.62453814 6880.198536 1178.796983 5456.697262 769.3547341 1525.275022 1886.431588 5462.359097 1791.770629 4134.679983 2598.883991 1502.962088 6009.698953 1004.40746 3671.015978 2885.722495 2232.695138 1915 7285.311719 17.86707974 7227.133846 1166.613059 4087.988652 815.788509 2140.497422 2219.126786 5432.007326 2059.845865 4637.618697 3020.375644 1598.26368 7202.839427 925.28997 2637.15635 3062.492083 2212.550922 1916 6653.60333 21.63531192 6890.017803 1391.543038 6393.329471 991.7082847 2406.132021 2357.433466 5652.704112 1359.339277 4272.162839 2807.87796 1523.890733 3897.356764 941.6448577 3402.282173 2857.618645 2542.459556 1917 5403.481367 17.04898426 5386.317294 1014.455487 5830.522934 784.0947429 1318.584488 1419.172107 4338.019103 1039.015334 3211.907271 2297.940888 1403.899514 3028.942964 770.6965567 3860.660723 2542.242359 1815.399634 1918 5070.148911 13.37345072 5552.2292 825.9495803 4662.954896 614.9859239 828.8418604 1326.297478 4486.219516 983.8907361 3577.756501 2436.172605 1360.058346 2901.163558 838.8675903 3570.685571 2564.933427 2194.253752 1919 4151.59621 11.1697242 4390.19457 520.4465677 3034.18419 509.0071658 512.6290129 762.0354575 3733.997454 883.750829 3145.039922 1886.608014 1180.468848 2887.769526 594.1502776 4547.838907 2143.688653 1795.003429 1920 5046.798352 14.34346865 5449.989554 865.8339607 5232.890244 657.7528688 1007.258761 1290.511601 4263.591452 925.2931526 3460.142934 2360.719865 1477.372465 2824.95843 709.7613538 3993.076108 2662.007173 1817.236065 1921 5000.993787 12.93015816 5193.190265 739.5785217 3398.131214 636.1735021 846.8027662 1120.598656 4514.81719 971.2966779 3498.913086 2403.351358 1407.356747 3124.985859 833.9263948 4049.064394 2604.431126 1991.241627 1922 4478.404094 12.79114617 4553.753872 657.8535992 3379.421749 589.8462365 717.7975485 1018.194328 3987.071354 844.0817949 3106.180292 2085.523289 1209.024116 2624.141325 679.9162217 4346.858052 2222.28994 1783.158807 1923 5225.291085 14.85066996 5373.547534 819.1836594 4334.983475 660.7380316 986.8140961 1320.024374 4385.323428 938.5478191 3380.352271 2338.91473 1280.129951 2921.263646 749.5239255 4092.984238 2501.900551 1867.476663 1924 5195.631806 14.4341577 4760.39293 769.6400868 3960.037643 704.081434 743.9723534 1235.410075 4038.29026 880.5602945 3083.144358 2111.459185 1213.626404 2659.227463 681.0651131 4187.386977 2303.674648 1838.970403 1925 5617.628984 14.48332493 5710.93803 1039.909658 3641.255349 679.6975322 974.5690889 1553.494655 4844.123565 961.1141569 3128.484007 2580.165925 1511.636718 3032.124858 797.0081375 3965.314863 2742.308337 1891.211672 1926 4980.510813 12.92190335 4750.179942 651.2772238 2930.162958 608.8050405 739.5253488 1052.302907 4156.142872 923.6263684 3248.982132 2295.671432 1175.755223 2886.792382 732.3816192 3710.578855 2306.606532 1860.84872 1927 5640.931151 16.47487322 5749.541852 1110.39663 4592.888944 776.4743916 1457.304411 1729.366579 4821.335332 959.4671939 3199.079845 2560.031711 1302.294864 2488.509781 779.4935599 4049.897667 2520.012335 1859.659151 1928 5781.475339 16.25448659 5724.071982 1204.207083 4102.497945 767.7976622 1187.749603 1772.864975 4452.078237 991.756 3480.418397 2506.523953 1298.767014 2954.309124 812.7018299 3624.501424 2528.020934 1945.609744 1929 6230.019484 19.92799988 5897.755 1233.578392 4036.445417 931.3212336 1521.299329 1785.086465 4624.789852 899.5051848 3089.927155 2591.38719 1244.226978 2526.153389 790.1692556 4285.230029 2392.507788 1801.196939 1930 4979.887602 14.32659612 4815.479608 785.5665746 3217.920905 681.1074489 794.6818527 1132.538726 4240.672221 1031.028855 2961.493712 2118.895613 1136.140468 3529.132424 706.9273796 4369.826917 2250.986901 1710.940445 1931 4258.672762 11.04627302 4589.618407 447.1415107 2359.969921 535.0406514 499.2810335 779.3856298 3618.201103 933.9109507 3257.03066 2039.872092 1045.914466 3453.613739 665.6613067 5129.999421 2013.428012 1609.797518 1932 5340.646071 15.50035128 5095.788952 831.894265 3441.19987 726.7168322 892.6847723 1211.457093 4084.240098 1116.451317 2972.089017 2352.126111 1284.491302 3464.658406 728.267537 4513.659626 2395.757331 1650.977188 1933 4527.53137 12.84084455 4479.569165 507.0893856 2299.969009 592.6597936 559.8273044 774.6066913 3829.592977 746.9796358 3113.83439 1996.690265 1070.396283 2392.997812 646.0119714 6168.632474 2057.33787 1620.741877 1934 4375.146954 12.95542205 4372.50987 430.8288493 2936.585041 625.7768134 630.0232123 780.5240025 3497.10285 1076.590663 3090.598193 1865.254254 995.0746748 4087.033864 514.9644095 5798.181395 1867.150094 1304.377323 1935 4674.364917 12.79270196 4642.45666 537.2725174 2882.585302 607.3172018 554.1615547 994.9896498 3641.407123 778.6920555 2884.325719 2147.138009 1198.129182 2385.864928 608.6864303 4616.912006 2171.894338 1399.220787 1936 3933.372665 10.38515986 3913.920621 417.7070998 2379.14609 470.080976 473.1983278 622.1244254 3655.981502 776.0088393 3577.315669 1850.308186 1083.069114 2653.031666 541.4363671 6938.051436 2052.436468 1400.114701 1937 4173.825059 11.29339366 4512.566538 422.34352 2497.68699 525.711317 527.9239838 685.803453 3604.781748 944.7131818 3287.233756 1936.029096 1044.193027 2976.846375 678.1439309 5575.27672 1994.210978 1559.014209 1938 4714.09274 12.86847234 4793.119714 618.5614768 3010.857625 607.0796694 725.0970854 1051.598518 3886.427328 837.5433648 3222.064617 2152.552143 1113.14729 2757.421529 707.7122421 5415.332981 2238.249368 1698.768092 1939 4464.771204 11.33224543 4654.93675 552.3510614 2389.551628 557.5687551 553.4650865 883.3376759 3474.307298 1106.742455 3317.883649 1845.587026 1092.675714 4007.854217 640.8167255 5364.277455 2042.16023 1377.809088 1940 4473.142347 12.32848027 4461.7177 562.3630732 2310.103247 591.9699449 612.2355201 830.2489424 3621.04007 890.1413859 3259.114978 2118.184818 1024.976293 2845.661416 709.5419097 5456.408937 1919.441647 1364.730131 1941 4721.050964 13.11984811 5052.697585 577.9943281 2408.054721 587.0999256 867.4622736 939.993624 3899.799965 1131.157343 3036.124218 2247.917557 1129.142272 3343.565583 715.0089835 4663.333025 2137.832634 1698.104641 1942 5470.05774 16.01536598 5822.578011 774.1561082 3615.333202 725.4759878 1240.215556 1284.779458 4449.383083 1371.530236 3191.458149 2370.865698 1259.232847 4314.243054 810.3930774 4401.655474 2309.219784 1890.788093 1943 5605.038006 17.13421137 5404.434218 897.9579756 3735.558429 807.7316894 1173.611038 1347.444302 4249.029228 1087.079169 3034.381164 2308.762635 1251.128481 3530.289104 758.3549591 3791.896697 2257.575151 1703.935367 1944 5097.73901 15.11566349 5034.596036 759.9956267 3415.615081 672.7353314 922.4559049 1120.013791 4351.430549 1000.058255 3149.263967 2344.220731 1201.055984 2826.256877 843.7291786 4298.622452 2296.775115 1763.659982 1945 5243.492544 15.89602286 5291.883729 841.1380144 3204.349878 739.5553227 1101.530117 1239.267158 4748.7577 1045.079501 3273.37017 2515.850749 1207.243471 2860.203135 874.013073 4341.144097 2324.41255 1947.357523 1946 5403.512908 14.46406498 5401.805531 755.6664363 3124.152338 651.6061993 958.6112913 1210.714231 4126.273603 1224.688657 2986.57984 2552.933765 1174.7428 3794.911534 816.6478347 3784.675103 2214.776694 1733.008168 1947 6062.258181 17.98320727 6132.54769 1197.525148 3996.268282 816.9703947 1632.637733 1688.101387 4725.015755 1212.442535 3644.063236 2787.239373 1365.370922 3190.240304 1050.371233 3026.910084 2587.806853 2107.865773 1948 5451.955425 18.62457307 5499.699119 877.2739653 4111.836659 832.6920848 1689.111391 1353.058061 4284.547426 1048.394681 3185.09544 2251.696614 1169.282667 2779.241115 818.8442576 3859.130358 2203.371406 1985.669792 1949 5678.379628 15.53680976 5497.291611 827.6895227 3305.390411 745.1222089 947.7301173 1225.51959 4087.728081 1101.436685 3198.513022 2333.016607 1232.213663 3406.572464 812.0609504 3681.161267 2383.735942 1870.109688 1950 5449.433856 17.32474596 5491.445134 903.1069524 3983.482011 781.1747784 844.3721146 1346.45221 4309.812631 1072.989601 3084.939356 2669.620866 1311.258632 2991.178242 805.8915353 3929.037627 2519.474031 1690.413239 1951 5627.690752 16.5026787 5605.804879 1031.057492 4257.047477 776.2182985 1035.191614 1512.740455 4108.578294 1071.835723 3336.722359 2630.647895 1318.440289 3530.624764 962.9867002 3541.029877 2406.644881 1754.45552 1952 5639.424845 15.33734503 5737.129649 1012.882803 3312.345897 728.6542051 946.0545079 1470.191593 4096.54764 1111.652837 3316.076193 2469.653755 1389.435019 3349.165697 822.5215607 3409.221756 2577.806995 1736.012868 1953 5848.686759 17.45504519 5583.839811 1019.867953 4766.467237 810.667388 1322.963205 1607.135828 4094.355032 967.5578729 2905.998622 2290.306718 1152.348289 2575.279811 806.0529071 4175.821638 2180.855224 1620.799103 1954 5012.339884 13.26564332 4932.97658 732.7564203 4209.865135 612.6270516 911.576796 1197.319982 3822.806489 1062.063773 3136.489987 2130.982277 1131.197272 2925.469512 616.7446047 5290.884081 2091.41996 1368.197043 1955 5636.748272 17.77660534 5412.348405 817.50263 4432.825121 839.0648485 1407.448358 1249.538965 4030.986274 1133.863323 2768.141482 2252.509141 1018.889118 3135.897467 685.593149 4592.710337 2056.026849 1605.393698 1956 4917.308157 12.65353307 4782.878622 682.0801667 3150.144855 590.0321815 656.722489 1023.753978 3667.961287 1061.116727 2976.899906 2034.177167 1134.654872 3686.110887 659.7735523 4513.462145 2128.947575 1360.641845 1957 5250.058873 15.42330007 5389.661127 782.7936795 3223.425605 747.6115065 835.9942162 1281.926863 4075.248835 907.6183354 2919.632698 2464.167279 1274.169281 2778.325741 728.3917357 4260.494372 2393.488457 1592.870423 1958 5089.972878 15.36622452 5072.382918 743.2158873 3430.524544 711.6083641 980.3340156 1141.396719 3959.309481 942.3185844 2899.446847 1957.998156 1111.504923 2746.122001 704.8967458 3976.9557 2054.810326 1671.35877 1959 5104.154292 14.2243637 4981.58862 681.5162047 3618.007151 692.8559059 972.8744059 1112.572296 3732.815143 983.8468167 2922.804912 2114.352987 1064.541782 2914.365671 616.4751286 5075.43788 2013.33027 1354.24789 1960 4848.841692 12.84998138 4649.895644 585.6186318 3225.111579 575.0989531 649.5755863 1003.368027 3845.389829 929.5040371 3003.420564 1888.852554 1046.323617 2890.543548 596.7417731 5320.112563 1989.658193 1521.046253 1961 3878.337176 11.00185207 3917.476292 395.9290964 2432.564173 541.6541905 489.7159614 674.0253326 3462.471116 767.4520848 3516.268998 1748.066023 939.4034769 2696.057402 534.4436806 6942.524897 1814.961662 1519.73889 1962 5067.365241 13.23348418 5080.893526 659.5147046 3232.116403 610.5123245 869.6084281 1123.634074 4182.346824 1084.764487 3019.790269 2282.020463 1223.612265 3209.733395 776.5101999 4279.258596 2294.979175 1630.359283 1963 5502.149674 13.70519194 5247.051652 852.9275016 2921.60422 624.3293922 898.8193067 1318.822662 4554.107352 1005.498968 3401.457709 2594.407625 1304.54269 3119.544107 814.2914642 5413.708661 2472.711276 1525.225113 1964 5222.099181 15.18343327 5187.777636 730.0342037 3960.223894 706.7373564 867.1325028 1269.197778 3884.044456 910.6923385 3028.057808 2412.244768 1229.470313 2678.827979 841.6505902 4305.176935 2281.043076 1437.561589 1965 6450.309681 18.37818507 6297.973024 1146.162513 4356.053765 856.9540617 1113.065209 1942.164828 5171.412509 1048.264558 3417.38615 2906.825507 1499.132659 2847.027977 941.2925098 3606.192664 2867.557619 1883.357535 1966 5783.216755 15.54978294 5556.601611 870.9023297 3837.947672 723.6341205 944.0462146 1541.889702 4188.070897 1239.610807 3055.607037 2166.992483 1186.724125 3974.547247 692.355827 4508.268727 2351.217835 1419.756535 1967 5757.661897 17.50292 5887.598438 906.4115854 3646.43522 795.8962793 949.2415846 1537.098448 4679.758495 873.4127753 3275.640234 3073.386566 1440.24077 2465.715961 1090.003107 3518.063343 2751.345791 1453.158469 1968 5459.685267 13.95495773 5891.399896 924.3757211 3077.400067 654.9876427 720.3994601 1614.417414 4470.300062 779.8910945 3134.437488 2830.744726 1491.389556 2405.742357 853.0477952 3560.078777 2876.195543 1531.469435 1969 6475.574129 18.0563745 6601.205246 1046.477482 3807.242976 855.1554988 1102.511491 1881.802898 4946.194492 1398.117539 3361.136975 2670.150291 1417.85278 4660.788696 938.08321 3371.961085 2675.114953 1732.513354 1970 5756.797197 15.96620581 5534.271343 933.3382131 3008.440537 736.4801777 883.1497672 1526.456128 4520.485752 925.8986727 3137.41718 2627.35563 1394.55365 2906.554571 940.2335529 3961.792811 2559.354318 1692.425881 1971 5768.78572 14.89480659 6226.360615 899.7393865 3213.612005 697.4632132 808.711342 1467.207211 5098.938557 975.6390715 3695.422351 3058.22717 1716.348644 3019.946071 1000.45617 3375.832222 3148.600703 1795.095092 1972 5708.841078 15.97492542 5887.312693 871.4863963 3277.450993 741.2535125 734.6197301 1547.26892 4834.340866 899.502048 3656.11898 2809.293151 1524.007443 2889.652315 1045.418355 3462.42197 2841.385081 1768.765151 1973 5261.227463 14.63258108 5536.603802 771.9982085 2990.701912 662.948721 550.9558409 1339.712518 4618.323288 876.3513813 3237.21493 2588.208059 1399.573513 2864.498767 895.8852053 4647.588891 2652.281716 1584.344582 1974 5331.50132 13.74288109 5394.962752 840.916676 3402.180375 633.0504002 660.057399 1307.622111 4395.808215 759.7510874 3334.667903 2688.731625 1396.171112 2354.249919 1031.364846 3696.718511 2613.82281 1510.329681 1975 6275.590355 18.68334177 6306.657598 1191.037477 3786.027915 844.3080648 1187.397532 1763.868063 5025.451305 872.2109351 3777.532171 3145.911134 1463.085912 2282.325558 1243.7885 3299.669636 2928.570842 1890.420433 1976 6388.841593 16.24401525 6245.960966 1084.309604 3661.400419 738.3581948 1124.581062 1677.396863 4896.529143 1154.210474 3598.59429 3068.97786 1543.785925 3305.317253 1074.489571 3328.89412 2842.377305 1731.23846 1977 4744.55301 14.56023685 4835.642007 647.2103847 2812.535955 715.9082146 651.0182058 977.2018827 3702.034042 983.3295798 3068.703023 2318.483614 1073.153012 3222.070043 768.1200746 5033.326953 2132.36066 1302.110984 1978 7229.422649 22.62386437 6921.279842 1448.414032 5122.310411 1055.992334 1512.032433 2352.139147 5222.915122 1107.876112 3414.00497 3317.92377 1517.250512 2934.823895 1177.306161 4005.682244 2905.815878 1590.773863 1979 5930.841569 18.3747608 5476.874303 990.1223659 3788.612802 850.5602841 1022.557203 1476.939047 4139.831291 1104.407459 2973.057738 2589.034427 1275.077005 3435.938938 801.8795918 4468.347826 2393.291806 1545.166312 1980 5749.610738 13.22577355 5942.683901 861.8813771 3612.784489 628.6027332 787.0684615 1398.379332 4319.468415 1045.035788 3485.127934 2703.751463 1481.30188 3287.604042 828.854703 4759.742334 2671.635747 1374.828907 1981 6856.795839 19.23842198 6772.458243 1106.376032 4272.458955 885.4361734 1409.400323 1991.236949 4913.958765 1315.602487 3546.430167 3158.331163 1488.356271 3965.40269 1027.422025 4081.360431 2778.557841 1502.403596 1982 6141.413925 15.19472183 6123.767874 996.6990123 3918.360781 708.5305912 893.7919549 1685.103285 5234.489672 956.1136617 3358.85678 3247.223485 1523.314873 2658.315271 1083.209805 4285.046919 2935.515186 1593.246 1983 6093.895397 14.71561171 6111.476682 1003.22401 2621.471915 699.6803436 959.3944156 1486.348298 4754.574915 1118.305967 3276.075105 2857.270965 1494.139036 3575.408181 1015.941717 3948.782256 2782.00039 1703.583638 1984 5736.237213 15.19121013 6267.79571 879.5024823 2936.643806 714.0553128 970.5870337 1328.012526 4982.7824 1076.323285 3739.903373 2892.321532 1384.638003 3255.530845 1221.614141 4760.754571 2545.249318 1659.125432 1985 5215.581799 10.81644597 5607.339928 600.9796613 1973.189573 520.5578932 399.6283494 1067.395229 4653.606022 908.9129903 3648.07658 2455.142929 1332.251792 3064.372543 869.58831 5652.13913 2469.861589 1597.525545 1986 6331.852722 14.55129104 6389.95649 1067.755932 3135.965836 735.1376521 951.9329136 1828.523216 5246.135973 1018.548749 3673.302695 2945.149019 1531.955883 2983.311551 1055.394038 4315.433288 2800.901541 1828.006707 1987 5837.977643 14.0757248 5698.127198 867.0699232 2993.119022 649.4612603 757.0052193 1308.943838 5112.169159 1112.996876 3288.412061 2448.388353 1273.545139 3346.116938 934.6169218 4359.728529 2412.800785 1685.111282 1988 4499.028278 12.80318582 4721.068285 593.7366011 2926.945442 588.4674821 850.9277161 917.8224846 4197.670183 824.2886912 3435.255396 2163.696531 1213.823049 2571.37992 637.2904857 5543.68904 2279.054542 1525.564988 1989 5121.616582 14.13334216 5339.524209 792.7847932 3118.152492 667.1324813 931.7166385 1224.423466 4518.585134 794.6221925 2812.209492 2589.973487 1497.592713 2423.667739 767.0599629 3836.310491 2515.232056 1340.677767