Nerfloen Norway 7800 Year Lake Sediment Data ----------------------------------------------------------------------- World Data Center for Paleoclimatology, Boulder and NOAA Paleoclimatology Program ----------------------------------------------------------------------- NOTE: Please cite original reference when using these data, plus the data file URL and date accessed. NAME OF DATA SET: Nerfloen Norway 7800 Year Lake Sediment Data LAST UPDATE: 2/2012 (Original receipt by WDC Paleo) CONTRIBUTORS: Vasskog, K., Ø. Paasche, A. Nesje, J.F. Boyle, and H.J.B. Birks. IGBP PAGES/WDCA CONTRIBUTION SERIES NUMBER: 2012-014 WDC PALEO CONTRIBUTION SERIES CITATION: Vasskog, K., et al. 2012. Nerfloen Norway 7800 Year Lake Sediment Data. IGBP PAGES/World Data Center for Paleoclimatology Data Contribution Series # 2012-014. NOAA/NCDC Paleoclimatology Program, Boulder CO, USA. ORIGINAL REFERENCE: Vasskog, K., Ø. Paasche, A. Nesje, J.F. Boyle, and H.J.B. Birks. 2012. A new approach for reconstructing glacier variability based on lake sediments recording input from more than one glacier. Quaternary Research, Vol. 77, Issue 1, January 2012, pp 192-204. doi:10.1016/j.yqres.2011.10.001 ABSTRACT: We explore the possibility of building a continuous glacier reconstruction by analyzing the integrated sedimentary response of a large (440 km2) glacierized catchment in western Norway, as recorded in the downstream lake Nerfloen (N61°56', E6°52'). A multi-proxy numerical analysis demonstrates that it is possible to distinguish a glacier component in the ~8000-yr-long record, based on distinct changes in grain size, geochemistry, and magnetic composition. Principal Component Analysis (PCA) reveals a strong common signal in the 15 investigated sedimentary parameters, with the first principal component explaining 77% of the total variability. This signal is interpreted to reflect glacier activity in the upstream catchment, an interpretation that is independently tested through a mineral magnetic provenance analysis of catchment samples. Minimum glacier input is indicated between 6700-5700 cal yr BP, probably reflecting a situation when most glaciers in the catchment had melted away, whereas the highest glacier activity is observed around 600 and 200 cal yr BP. During the local Neoglacial interval (~4200 cal yr BP until present), five individual periods of significantly reduced glacier extent are identified at ~3400, 3000-2700, 2100-2000, 1700-1500, and ~900 cal yr BP. GEOGRAPHIC REGION: Northern Europe PERIOD OF RECORD: 7800 YrBP - present FUNDING SOURCE: University of Bergen, Norway DATA FILE URLS: ftp://ftp.ncdc.noaa.gov/pub/data/paleo/paleolimnology/europe/norway/nerfloen2012.txt ftp://ftp.ncdc.noaa.gov/pub/data/paleo/paleolimnology/europe/norway/nerfloen2012.xls DESCRIPTION: This file contains the data plotted in figure 8 in Vasskog et al. 2012. This includes the first principal component (1st PC) of 15 lake sediment parameters, and the ratio between bulk magnetic susceptibility measured at 77K and 293K, plotted against a 4th degree polynomial age-depth model. Principal Component Analysis (PCA) is employed to detect patterns of variability that are shared between the investigated lake sediment variables. The PCA includes primary count rates of Fe, Rb, Mn, Sr, Zr, and the K/Ti ratio, six grain-size classes as compositional percentages, and physical sediment variables LOI, DBD, and XBulk, resulting in a final data set containing 15 different variables, with a stratigraphical resolution of one centimeter. The first PCA explains 77% of the total variability of the data set. Sections interpreted as rapid depositional events (e.g. flood and avalanche deposits) have been removed from this data set. The physical parameters (LOI, DBD and magnetism) were, however, plotted prior to removal of these 'event layers' in figure 3 of the paper. The methodology used for detecting event layers is described in the supplementary material of the paper. Nerfloen, western Norway: 61°56'N, 6°52'E, 29m elevation, 18m depth. DATA: Vasskog et al. 2012 Nerfloen Sediment and Principal Component Data Column 1: Age, Calendar Years Before Present (1950AD) Column 2: Bulk MS (m^3 kg^-1)x10^7 Column 3: LOI (%) Column 4: DBD (g/cm^3) Column 5: Fe (kcps) Column 6: Rb (kcps) Column 7: Sr (kcps) Column 8: Mn (kcps) Column 9: Zr (kcps) Column 10: K/Ti Column 11: Very coarse silt (%) Column 12: Coarse silt (%) Column 13: Medium silt (%) Column 14: Fine silt (%) Column 15: Very fine silt (%) Column 16: Total Clay (%) Column 17: 1st PCA (77%) Column 18: Bulk MS 77K/293K Age BulkMS LOI DBD Fe Rb Sr Mn Zr K/Ti Vcoarse% Coarse% Medium% Fine% V.Fine% Tot.Clay 1stPCA Bulk MS 77K/293K -20 13.46 5.81 0.51 47331.71 544.67 1910.67 2508.86 283.29 1.43 2.77 6.1 11.97 21.76 23.72 31.97 -0.93 0.91 4 13.34 5.16 0.64 49265.95 532.1 1856.81 2566.05 274.67 1.41 4.21 7.43 10.63 19.9 22.68 34.91 -0.83 0.92 27 17.32 3.97 0.68 47740.33 523.52 1864.62 2533.81 277.71 1.39 3.16 7.07 12.37 18.3 22.36 36.71 -1.06 0.83 50 15.59 3.93 0.66 49385.38 540.14 1840.67 2768.86 235.43 1.37 1.72 6.56 10.73 20.92 23.45 34.85 -1.27 0.92 73 16.43 4.27 0.64 46900.62 547.9 1820.52 2760.76 258.38 1.36 2.64 5.55 10.17 20.29 23.77 37.54 -1.24 0.87 96 6.72 4.09 0.67 47970.29 560.48 1989.05 2735.71 271.29 1.39 1.97 8.01 10.94 20.14 22.98 35.51 -0.78 1.5 118 3.91 3.9 0.69 47016.62 578.67 1998.57 2829.38 281.1 1.36 2.03 5.51 11.41 19.61 23.3 37.61 -0.7 2.26 141 6.89 3.89 0.72 47975.43 586.86 1880.9 2767.81 268.67 1.38 1.69 5.52 9.97 18.68 23.77 39.24 -1.04 1.41 163 9.65 4.03 0.67 48203.43 597.19 1904.1 2697.67 256 1.42 0.58 4.94 10.26 19.24 24.44 40.15 -1.43 1.17 185 12.96 3.79 0.7 46349.33 620.76 1925.1 2609.76 272.14 1.35 0.91 5.84 10.38 19.02 24.14 39.71 -1.42 0.98 207 14.25 3.25 0.77 47277.81 584.76 1974.71 2601.1 294.24 1.37 2.78 6.71 10.33 19.91 24.2 36.06 -1.1 0.94 230 14.54 3.78 0.74 48660.71 588.1 1987.62 2702.81 280.29 1.35 1.06 4.39 12.16 22.31 26.95 32.62 -1.41 0.95 252 15.58 3.41 0.85 49252.95 596.52 1879.33 2761 270.24 1.27 1.06 5.4 10.58 21.17 26.08 35.7 -1.48 0.9 274 10.59 4.92 0.77 50782.86 608 2007.43 2830.43 277.95 1.33 1.55 5.16 11.5 21.5 25.97 33.63 -1.15 1.09 296 13.73 4.65 0.92 51250 607.81 1970.67 2753.86 278.57 1.31 2.11 4.41 9.55 21.38 24.84 37.31 -1.32 0.99 319 16.21 4.65 0.91 51186.29 626.67 1920.9 2674.71 254.81 1.31 0.65 4.73 11.7 22.72 26.12 33.57 -1.55 0.92 341 13.28 6.1 0.63 45492.19 570.33 1836.76 2998.33 288.38 1.23 1.29 5.81 10.93 22.56 26.6 32.81 -1.19 1 363 12.49 5.37 0.68 49191.71 583.62 1768.9 2766.29 264.9 1.32 2.61 8.81 12.17 22.51 23.83 29.76 -0.82 1.04 386 13.15 4.44 0.71 51639.48 573 1759.86 2794.05 269 1.3 2.47 7.39 9.29 20.1 24.14 36.06 -1.09 1.02 409 13.79 4.87 0.66 49181.38 613.05 1798.67 2729.81 278.43 1.3 4.04 4.81 10.65 17.57 23.69 39.01 -1.09 1.01 431 11.64 5.35 0.59 47361.38 584.62 1741.43 2913.9 267.9 1.29 3.37 6.96 9 20.24 24.5 35.93 -0.94 1.07 454 11.94 5.22 0.58 46075.95 561.52 1695.19 2892.81 274.33 1.3 3.54 4.77 8.67 18.57 24.76 39.69 -1.09 1.12 478 10.11 5.88 0.52 46962.29 571 1727.9 2679.33 296.57 1.29 2.51 5.58 8.93 18.13 23.93 40.86 -1.04 1.18 501 11.9 6.66 0.5 43925.9 544.71 1683.86 2866.57 280.38 1.25 3.47 5.69 8.28 15.01 17.91 49.17 -1.05 1.09 525 12.35 6.37 0.49 43843.24 494.1 1581.14 2937.14 246.38 1.23 1.23 6.37 10.31 21.88 24.21 35.96 -1.17 1.07 549 7.68 5.24 0.54 45564.62 555.19 1654.14 2814.14 256.14 1.34 2.07 6.37 8.38 18.84 22.82 40.64 -0.98 1.4 573 11.56 4.73 0.57 46912.57 573.24 1680.38 2793.9 248.1 1.32 2.79 5.01 8.87 18.87 23.71 40.56 -1.17 1.09 597 13.53 4.57 0.57 43616.43 556 1721.14 2817.33 266.76 1.33 0.82 5.77 9.41 19.34 24.68 39.93 -1.44 1 622 13.32 3.34 0.74 44588.24 562.71 1922.24 2571.86 287.52 1.39 0.9 6.4 10.05 17.66 23.15 41.41 -1.41 0.97 647 14.74 3.34 0.74 53285.52 600.95 1804.43 2710.86 262.76 1.33 1.67 5.53 9.46 15 21.48 46.58 -1.49 0.95 672 4.61 3.2 0.76 51056.19 616.05 1897.14 2513.67 277.38 1.33 1.79 5.45 8.39 16.93 23.38 44.06 -0.99 2.06 698 3.31 3.43 0.75 52926.71 628.14 1804.67 2772.05 261.33 1.37 1.96 3.58 7.94 15.92 22.08 47.16 -1.03 2.91 724 5.51 3.69 0.73 52104.29 610.33 1828.43 2745.52 263 1.35 1.36 5.9 8.93 17.36 22.51 42.88 -1.07 1.9 750 9.43 4.21 0.7 50280.1 571.19 1909 2632.52 300.29 1.35 0.94 6.18 9.22 17.42 22.96 42.75 -1.28 1.23 777 10.73 4.71 0.62 49869.62 628.57 1767.86 2595.86 262 1.34 2.04 5.16 9.29 16.09 21.96 44.19 -1.25 1.16 804 13.95 4.26 0.63 47141.62 587 1733.71 2671.05 263.76 1.34 1.57 6.14 10.72 19.61 24.28 37.64 -1.27 1.01 831 12.48 4.4 0.69 51862.14 599.62 1708.05 2793.76 286.9 1.31 2.14 8.1 10.34 17.79 22.6 38.73 -1.08 1.04 859 2.5 4.69 0.6 43588.52 579.86 1750.19 2725.52 287.19 1.34 1.61 7.32 8.58 18.36 23.1 41.03 -0.57 3.54 888 2.76 4.69 0.61 51178.76 596.62 1752.48 2688.33 272.71 1.33 3.14 4.25 8.03 17.2 24.44 42.88 -0.68 3.15 916 2.77 4.94 0.6 47356.67 594.52 1811.48 2697.95 296.57 1.26 2.75 7.16 9.24 18.62 22.74 38.7 -0.43 3.28 946 4.57 4.61 0.63 49362.05 579.95 1851.86 2734.81 300.95 1.26 4.86 7.21 9.18 17.46 22.17 38.16 -0.44 2.11 975 6.71 3.89 0.64 47357.38 600.71 1812.67 2518.95 312.33 1.31 2.69 4.91 8.31 16.93 22.11 43.9 -0.99 1.53 1005 11.23 3.51 0.74 51555.62 606.57 1814.05 2621.86 282.67 1.31 1.9 4.39 8.82 17.04 23.04 43.89 -1.38 1.08 1036 7.39 3.86 0.69 51750.05 610.67 1851.24 2787.81 269.29 1.25 2.07 5.42 9.97 17.97 24.13 40.15 -1.05 1.47 1067 5.85 4.93 0.55 49271.62 581.1 1798.43 2663.71 267.24 1.25 2.19 7.48 12.48 19.11 22.78 34.02 -0.66 1.77 1099 9 5.94 0.47 41748.52 526.29 1743.62 2717.29 300.52 1.24 4.58 9.84 11.63 20.07 20.51 32.81 -0.41 1.23 1131 10.78 5.61 0.53 41395.9 479.71 1733.57 2663.38 343.05 1.23 5.34 7.74 11.96 19.57 20.28 33.64 -0.49 1.1 1164 12.01 5.33 0.55 41246.24 491.24 1810.76 2508.52 325.1 1.24 5.43 8.64 10.85 19.13 21.48 34.18 -0.55 1.01 1197 13.2 4.23 0.66 42113.14 531.71 1749.19 2445.76 296.71 1.26 2.34 6.09 10.68 20.09 23.15 37.58 -1.08 1 1230 10.13 5.25 0.59 49655.76 526.9 1843.38 2703.67 294.24 1.28 3.29 7.79 11.51 19.61 21.95 35.82 -0.74 1.2 1265 11.39 5.03 0.59 48148.29 525.14 1852.9 2800.62 284.29 1.28 3.45 7.32 11.01 19.56 21.57 35.6 -0.81 1.07 1300 13.49 5.7 0.53 46795.95 517.33 1842.52 2576.24 307.29 1.26 4.47 10.89 15.77 20.76 19.06 28.3 -0.44 1 1335 13.38 6.79 0.47 45961.05 532.33 1815 2626.71 336.38 1.25 4.15 10.82 15.99 21.48 19.17 26.5 -0.39 0.96 1371 13.15 5.82 0.53 41464.14 487.48 1742.76 2692.33 334.52 1.21 4.01 7.85 14.29 21.03 20.93 31.74 -0.6 0.95 1408 13.25 4.76 0.56 42709.62 499.52 1763.24 2610.1 296.14 1.21 3.26 8.4 12.76 18.87 21.96 33.91 -0.77 0.99 1445 9.71 4.37 0.63 49115.71 529.48 1721.38 2606.43 276.67 1.23 3.85 7.78 8.38 16.94 21.26 41.78 -0.86 1.23 1482 2.54 6.67 0.56 54181.14 547 1705.9 2833.38 281.38 1.2 1.29 6.36 10.15 17.24 22.56 42.04 -0.63 3.76 1521 2.22 5.88 0.52 48634.71 561.05 1771.48 2903.86 321.57 1.17 4.72 12.2 16.42 20.81 18.97 26.82 0.34 4.07 1560 2.37 7.21 0.49 44053.76 466.33 1798.76 2645.71 363.81 1.14 6.85 11.95 14.96 19.98 19.45 25.99 0.53 3.58 1599 2.8 7.32 0.46 39204.86 446.43 1801.57 2808.05 357.71 1.1 9.71 12.26 14.65 18.81 17.05 24.57 0.66 3.02 1639 2.69 6.92 0.48 37373.52 439.81 1816.19 2630.38 391.81 1.14 10 12.28 16.41 18.74 16.9 23.59 0.75 2.98 1680 3.73 5.96 0.55 38940.19 427.67 1849.67 2673.52 404.19 1.15 7.35 11.89 10.95 13.94 13.05 41.3 0.2 2.14 1722 4.17 6.55 0.54 37509.67 429.62 2031.81 2600.71 408.76 1.21 7.76 12.27 12.5 19.74 17.27 27.34 0.39 2.01 1764 4.91 6.54 0.5 42802.52 470.33 1859.05 2691.76 404.86 1.18 6.25 10.86 13.99 20.05 19.61 29.07 0.15 1.86 1806 6.74 6.03 0.55 42511.24 462.48 1812.76 2662.24 347.29 1.22 4.49 8.91 12.54 19.76 19.94 33.09 -0.26 1.47 1849 7.57 6.69 0.55 45227.1 472.86 1812.05 2641.95 371.81 1.24 4.56 9.39 10.85 19.04 20.59 34.9 -0.34 1.38 1893 9.26 5.97 0.56 42252.14 476.33 1765.38 2704.9 347.38 1.25 7.2 8.86 9.52 15.5 18.25 38.02 -0.37 1.19 1938 9.55 6.02 0.55 46831.52 472.52 1872.05 2663.9 398.9 1.24 8.35 10.88 12.06 17.28 18.63 30.32 -0.1 1.15 1983 3.68 6.81 0.5 39832.29 435.95 1648.43 2744.48 300.24 1.23 4.3 9.5 12.83 20.46 19.94 30.86 0.02 2.4 2029 2.74 7.79 0.44 39453.81 455.38 1712 2849.19 326.52 1.17 5.69 10.2 14.63 20.35 19.76 29.24 0.32 3.14 2076 3.93 6.14 0.49 39360.62 454 1760.67 2647.95 346.9 1.19 5.38 11.89 13.14 20.2 18.67 29.05 0.19 2.15 2123 2.97 6.29 0.51 41531.19 466.57 1763.76 2670.76 382.1 1.19 8.68 7.39 11.59 18.75 18.97 33.37 0.22 2.89 2170 7.44 5.54 0.56 44913 540.95 1858.33 2298.43 304.05 1.34 4.8 9.26 11.86 19.93 18.57 35.09 -0.37 1.33 2219 3.49 4.73 0.63 47134.86 515.57 1751.1 2360.43 325.57 1.25 4.12 6.5 8.75 17.17 19.69 41.82 -0.4 2.26 2268 6.15 5.39 0.56 51363.62 545.57 1805.33 2552.95 310.38 1.28 3.15 8.1 10.71 18.21 20.57 39.26 -0.58 1.5 2318 11.63 5.05 0.59 43674.67 491.52 1714.57 2494.95 322.67 1.09 3.12 6.35 10.18 17.84 19.36 43.16 -0.92 0.99 2368 12.33 4.97 0.59 50067.81 543 1660.9 2852.9 273.52 1.27 2.2 8.89 10.1 16.87 20.33 40.91 -1.02 1.01 2419 11.83 5.53 0.54 49387.43 545.24 1709.38 2644.71 306.43 1.28 2.92 7.64 10.45 18.61 20.96 39.4 -0.9 1.02 2471 11.04 5.4 0.55 45793.33 493.05 1766.14 2501 328.76 1.26 5.57 10.08 11.84 18.23 18.18 35.89 -0.45 0.98 2523 12.55 5.41 0.57 44388.52 503.29 1809.1 2378.29 328.52 1.25 4.17 7.99 11.31 16.73 19.58 38.34 -0.72 0.96 2576 10.44 4.93 0.64 49723.62 547.57 1635.71 2513.81 275.1 1.28 2.05 7.45 10.2 15.9 20.4 43.59 -1.05 1.08 2630 10.47 5.76 0.55 52842.81 592.05 1705.71 2577.43 265.33 1.27 3.38 8.11 11.17 20.62 21.13 35.56 -0.77 1.11 2684 2.83 6.52 0.53 43822.1 510.33 1883.38 2449.1 371.62 1.22 4.54 4.31 10.68 16.68 20.15 43.16 -0.31 3.04 2739 2.45 4.61 0.7 50610.1 579.76 1602.62 2420.19 241.14 1.25 1.43 5.62 8.41 18.85 22.53 43.12 -0.76 3.33 2794 2.8 5.79 0.59 47422.14 544.67 1605.62 2438.52 260.29 1.22 2.92 8 11.98 20.55 20.22 36.25 -0.26 2.77 2850 2.77 5.19 0.61 44385.14 458.95 1562.1 2577.14 307.62 1.22 7.96 4.88 10.75 20.49 19.33 36.47 -0.05 2.66 2907 2.5 8.11 0.51 49909.57 539.76 1647.95 2431.67 287.62 1.3 7.02 8.14 11.12 16.66 18.03 37.67 0.1 3.2 2965 2.72 5.05 0.62 48044.86 502.14 1625.43 2646.57 273.76 1.23 3.78 7.77 10.27 16.59 19.68 40.17 -0.27 2.95 3023 3.04 6.52 0.56 43422.19 504.43 1546.33 2579.86 255.62 1.26 3.29 6.74 11.77 18.46 21.41 38.03 -0.3 2.95 3081 4.44 5.65 0.54 39820.71 447.52 1710.71 2442.81 329 1.21 3.98 5.04 10.74 18.82 20.31 40.66 -0.44 1.99 3140 5.36 6.12 0.53 42010.33 473.05 1563.33 2445.38 290.57 1.23 5.43 8.71 12.14 20.74 19.04 32.64 -0.15 1.64 3200 6.24 6.87 0.49 42982.52 526.33 1535.86 2502.9 263.71 1.22 2.48 8.37 11.82 20.68 19.84 36.8 -0.55 1.4 3261 5.61 4.34 0.71 45401.95 560.95 1646.76 2562.52 294.29 1.27 3.17 3.92 9.7 16.42 20.21 45.57 -0.89 1.61 3322 3.14 5.49 0.58 42777.95 474.05 1674 2513.52 332 1.24 3.6 6.84 8.85 18.47 19.7 42.51 -0.34 2.69 3383 3.61 6.24 0.5 41716.1 441.19 1676.33 2493.62 363.24 1.13 5.4 6.47 10.43 18.19 19.22 38.99 -0.15 2.32 3445 2.74 5.13 0.64 45061.9 516.52 1793.05 2447.19 323.71 1.22 5.39 7.9 9.58 19.24 19.22 35.7 -0.06 2.68 3508 3.75 7.39 0.5 39060.43 454.62 1648 2479.19 353 1.2 6.7 10.22 15.14 21.01 18.78 28.03 0.31 2.19 3572 5.79 7.81 0.47 43651.81 511.52 1645.9 2695.14 321.67 1.22 7.58 13.05 15.29 18.47 17.31 27.52 0.23 1.42 3635 5.3 7.01 0.5 39867.1 467.43 1681.43 2582.29 341.95 1.2 4.97 9.86 11.96 20.82 19.4 32.29 -0.07 1.6 3700 5.89 6.59 0.5 35390.71 415.71 1634.24 2423.19 314.05 1.16 3.9 9.7 15.26 23.55 20.55 26.72 -0.04 1.34 3765 3.85 7.04 0.45 30577.14 371.81 1575.19 2512.62 311.29 1.09 2.83 12.16 18.13 25.2 19.61 20.27 0.31 1.73 3830 2.54 3.76 0.41 32089.19 386.95 1550.76 2528.48 304 1.14 3.53 11.34 22 27.24 17.21 18.67 0.49 2.28 3896 3.25 9.33 0.39 34257.05 399.05 1529.19 2521.38 285.52 1.16 4.19 9.61 20.13 24.35 18.09 21.62 0.42 1.93 3963 3.27 8.74 0.41 40962.1 455.67 1654.57 2476.86 288.38 1.18 2.61 10.62 20.4 26.22 17.78 21.47 0.26 2.12 4030 2.74 7.74 0.43 41246.24 453.76 1738.52 2584.95 308 1.15 3.71 8.71 16.56 25.6 20.29 25.12 0.22 2.54 4097 2.14 6.39 0.5 33221.62 367.05 1729 2559.38 362.24 1.04 1.73 9.33 20.81 26.61 18.27 21.88 0.32 3.31 4165 2.32 8.99 0.55 35847.24 362.57 1697.1 2404.76 370.05 1.11 3.96 15.24 22.67 24.72 15.64 17.12 0.86 2.52 4234 2.12 7.68 0.42 31026.57 348.62 1851.05 2427.9 395.19 1.09 6.49 14.7 21.68 24.54 16.16 13.94 1.13 2.92 4303 1.98 7.58 0.44 35379.33 364.1 2130.38 2389.52 485.76 1.14 6.7 14.38 22.96 24.03 15.9 14.75 1.16 3.02 4372 2.13 8.42 0.42 35444.52 396.9 2138.48 2309.57 480.9 1.17 6.94 17.1 19.51 22.56 16.88 16.1 1.13 2.87 4442 2.03 7.79 0.44 33654.62 362.19 1783.1 2580.71 336.52 1.11 7.62 14.52 18.13 22.79 18.28 17.37 0.99 2.81 4512 2.1 7 0.53 30188.52 312.9 1661.1 2516.43 378.9 1.05 4.38 12.97 17.97 26.48 20.04 17.01 0.81 3.02 4583 1.85 5.52 0.63 32067.9 321.62 1769.52 2446.71 372.52 1.05 8.95 12.38 21.75 24.73 18.1 13.59 1.17 3.17 4654 1.94 8.59 0.42 32834.43 377.86 1838.38 2454.14 414.62 1.05 7.07 15.64 21.36 25.57 17 13.18 1.22 3.21 4725 2.09 8.28 0.43 34960.62 385.95 1930.57 2487.62 449.33 1.06 5.81 16.72 19.75 24.02 17.64 15.86 1.06 2.96 4797 2.14 8.63 0.43 30477.86 319.9 1934.1 2568.52 399.86 1.1 11.43 17.99 17.52 21.2 17.21 12.99 1.39 2.89 4869 2.87 8.06 0.5 31484.62 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