Lake Silvaplana, Switzerland 420 Year Chironomid Inferred Temperature ----------------------------------------------------------------------- World Data Center for Paleoclimatology, Boulder and NOAA Paleoclimatology Program ----------------------------------------------------------------------- NOTE: PLEASE CITE ORIGINAL REFERENCE WHEN USING THIS DATA!!!!! NAME OF DATA SET: Lake Silvaplana, Switzerland 420 Year Chironomid Inferred Temperature LAST UPDATE: 12/2009 (Original Receipt by WDC Paleo) CONTRIBUTOR: Isabelle Larocque, University of Bern IGBP PAGES/WDCA CONTRIBUTION SERIES NUMBER: 2009-143 WDC PALEO CONTRIBUTION SERIES CITATION: Larocque, I., et al. 2009. Lake Silvaplana, Switzerland 420 Year Chironomid Inferred Temperature. IGBP PAGES/World Data Center for Paleoclimatology Data Contribution Series # 2009-143. NOAA/NCDC Paleoclimatology Program, Boulder CO, USA. ORIGINAL REFERENCE: Larocque-Tobler, I., M. Grosjean, O. Heiri, and M. Trachsel. 2009. High-resolution chironomid-inferred temperature history since AD 1580 from varved Lake Silvaplana, Switzerland: comparison with local and regional reconstructions. The Holocene, Vol. 19, No. 8, pp. 1201-1212. DOI: 10.1177/0959683609348253 ABSTRACT: Chironomids were used to reconstruct mean July air temperatures between c. AD 1580 and 2001 at Lake Silvaplana, a varved lake located in the Engadine, eastern Swiss Alps. The goal of this study was to reconstruct temperature changes at near-annual resolution, and validate the reconstruction by comparison with records based on early instrumental data, documentary proxy evidence, dendrochronology, geochemical (biogenic silica (BSi)) and mineralogical data (quartz/mica ratios) at local and regional scales. Warmer than-the-climate-normal (AD 1961-1990) mean July air temperatures were inferred between c. AD 1610 and 1662, AD 1710 and 1740, AD 1790 and 1866, AD 1940 and 1960 and AD 1990 and 2001. Colder-than-the-climate-normal July air temperatures were reconstructed between c. AD 1662 and 1710, AD 1740 and 1790, AD 1866 and 1919, and AD 1970 and 1990. The 420-year chironomid-inferred mean July air temperature record was significantly (p < 0.01) related to June-September (JJAS) temperatures reconstructed from early instrumental and documentary data at regional scale, JJA temperature inferred from documentary proxy evidence at local scale and summer temperatures based on early instrumental data in central Europe. When the Z-scores of warm/cold periods were compared between records, only one period (c. AD 1740–1790) did not show significant correlations between the chironomid record and any of the eight other records considered here, probably because of increased precipitation and changes in the sediment composition which influenced the chironomid assemblages. 75% of the periods considered had significant correlations between the chironomid records, and both the reconstruction based on quartz/mica ratios and the inferred JJAS early instrumental and documentary proxy evidence, while 60% of the periods showed significant correlations between the chironomid-based record and the reconstruction based on early instrumental data of Central Europe. These results suggest that chironomids in the sediment of Lake Silvaplana yield valid temperature reconstructions at regional scales for the last 420 years. GEOGRAPHIC REGION: Swiss Alps, central Europe PERIOD OF RECORD: 1580 - 2001 AD FUNDING SOURCES: European Union F6 project Millennium, Natural Sciences and Engineering Research Council of Canada (NSERC), and Marie-Heim-Vögtlin Swiss National Funds. DESCRIPTION: Chironomid-inferred mean July temperature and chironomid assemblages from Lake Silvaplana, Switzerland for the 420 years. Lake Silvaplana: 46°27'N, 9°48'E, 1800 m a.s.l. DATA: 1. Chironomid-inferred mean July temperature Column 1: Year AD Column 2: Chironomid-inferred mean July Temperature, °C Year JulyT 2001 13.48 1999 14.2169 1998 11.3887 1996 10.7133 1993 9.73346 1990 10.372 1987 12.1573 1986 9.28264 1985 10.5122 1984 11.2174 1982 11.1825 1979 11.0521 1976 9.21281 1970 10.1151 1967 11.1073 1965 11.3505 1962 10.4528 1959 10.41 1957 11.4155 1956 10.4153 1951 10.2111 1950 10.0363 1948 10.3527 1947 12.4768 1946 11.9237 1945.5 9.96961 1945 11.6696 1944.5 10.8137 1944 12.0453 1943 12.2844 1941 13.6622 1940 10.3002 1939 12.6981 1938 12.71936 1936 13.1 1934 12.6 1932 12.5 1930 13 1928 13.1349 1925 12.79 1923 12.78 1920 10.3562 1919 10.8197 1914 10.407 1909 10.1393 1905 9.81869 1901 12.29 1898 12.1 1896 9.39 1894 11.2906 1892 8.78208 1890 11.4536 1888 11.3754 1885 11.0534 1883 11.764 1880 11.6424 1878 10.8313 1876 10.8412 1874 11.1606 1872 11.3039 1870 9.9854 1868 9.23559 1866 12.8236 1864 8.55034 1862 11.1532 1859 10.2862 1856 8.55495 1853 10.4559 1850 11.937 1861 8.49101 1858 9.33457 1854 10.0957 1853 12.3166 1849 11.1236 1845 9.6612 1844 11.1594 1842 11.1437 1840 11.9743 1839 10.376 1837 10.2581 1836 10.5348 1835 9.14373 1834 12.3043 1833 11.599 1832 11.7549 1831 10.7733 1829 11.6642 1828 11.4137 1818 10.6711 1812 12.011 1809 13.1429 ... 11.5811 1805 10.0259 1804 10.4315 1800 10.9551 ... 10.5459 ... 12.13 1799 10.1343 1798 10.7398 1796 11.5923 1794 12.2452 1793 12.2833 1792 11.9835 1791 11.7646 1789 10.8354 1787 11.1462 1786 10.5218 1784 12.1316 1783 12.5749 1782 12.9716 1781 11.9103 1779 11.5405 1778 12.6771 1775 11.9459 1772 11.5087 1769 9.8624 1750 12.8712 1745 9.8902 1740 10.428 1732 11.2546 1727 10.7755 1718 11.6299 1705 11.1824 1691 8.96017 1682 9.5102 1672 11.6495 1660 10.0908 1650 11.6054 1640 11.8407 1630 9.5945 1620 12.2661 1610 12.0141 1604 10.33 1580 13.5015 2a. Chironomid percentages Part 1 of 4 Column 1: Year AD Column 11: Parachironomus Column 2: Chiro# Anthra Column 12: Paracladopelma Column 3: Chiro#Plu Column 13: Paratendipes Column 4: Cladopelma Column 14: Polypedilum Column 5: Dicrotendipes Column 15: Sergentia Column 6: Einfeldia Column 16: Stempellina Column 7: Glyptotendipes Column 17: Stictochironomus Column 8: Lauterborniella Column 18: Cladotanytarsus Column 9: Microtendipes Column 19: Corynocera ambigua Column 10: Pagastiella Column 20: Corynocera oliveri YearAD Chir#Anth Chiro#Plu Cladop Dicrot Einfeld Glypto Lauter Microt Pagast Parach Paracl Paraten Polyped Sergent Stempel Sticto Cladot Coryno Cory.o 2001 0 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 10 0 0 1999 4.16667 0 0 0 0 2.08333 0 8.33333 0 0 0 2.08333 0 6.25 0 4.16667 0 0 0 1998 2.5974 2.5974 0 0 0 0 0 12.987 0 0 0 0 0 0 0 0 0 0 2.5974 1996 0 0 0 0 0 0 0 0 0 0 3.33333 0 0 3.33333 0 0 0 0 0 1993 0 0 0 5.55556 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1990 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1987 8.33333 2.77778 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1986 5.67376 0 0 0 0 0 0 0.70922 0 0 6.38298 1.41844 0 0 0 6.38298 0 0 0 1985 8.92857 0 0 1.78571 0 0 0 4.46429 0 0 0 0 0 0 0 0 0 0 0 1984 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1982 2.77778 0 0 0 0 0 0 5.55556 0 0 0 0 0 0 0 5.55556 0 0 0 1979 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1976 0 0 0 4.16667 0 0 0 0 0 0 0 0 0 4.16667 0 0 4.16667 0 0 1970 0 0 0 2.5 0 0 0 0 0 0 0 0 0 0 2.5 0 0 0 0 1967 0 0 0 4.7619 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1965 0 0 0 0 0 0 0 8.82353 0 0 0 0 0 0 0 0 0 0 0 1962 0 0 0 0 0 0 0 0 0 0 0 0 0 2.77778 0 0 0 0 0 1959 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1957 2.17391 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1956 0 0 0 0 0 0 0 7.14286 0 0 0 0 0 3.57143 0 0 0 0 0 1951 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1950 0 0 0 2.38095 0 0 0 0 0 0 0 0 0 0 0 0 4.7619 0 0 1948 2.91262 1.94175 0 0 0.970874 0 0 19.4175 0 0 1.94175 0 0 0 0 0 0 0 0.970874 1947 3.20856 4.27807 0 4.27807 0 0 0 19.2513 0 0 0 1.06952 0 0 0 0 0 0 0 1946 5.88235 0 0 0 0 0 0 35.2941 0 0 0 0 0 0 0 0 0 0 2.94118 1945.5 5.33333 2.66667 2.66667 0 0 0 0 22.6667 0 0 0 0 2.66667 0 0 0 0 0 2.66667 1945 4.87805 0 0 0 0 0 0 21.9512 0 0 0 0 0 0 0 0 0 0 0 1944.5 0 0 0 0 0 0 0 14.8148 0 0 0 0 0 0 0 0 0 0 0 1944 3.47826 0 0 0 0 0 0 19.1304 0 0 1.73913 0 3.47826 0 0 0 0 0 0 1943 2.8169 0 0 5.6338 0 0 0 2.8169 0 0 0 0 0 0 0 0 0 0 0 1941 8.88889 0 0 8.88889 0 0 0 4.44444 0 0 0 4.44444 0 0 0 0 0 0 0 1940 0 0 0 0 0 0 0 4.16667 0 0 0 0 0 0 0 0 0 0 0 1939 6.34921 0 0 1.5873 0 1.5873 0 9.52381 0 0 0 0 0 0 0 0 0 0 3.1746 1938 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1936 4.16667 0 0 0 0 0 0 4.16667 0 0 0 0 0 4.16667 0 0 0 0 0 1934 0 0 0 0 0 0 0 2.43902 0 0 0 0 0 0 0 0 0 0 0 1932 0 0 0 0 0 0 0 8.82353 0 0 0 0 0 0 0 0 0 0 2.94118 1930 0 0 0 4.16667 0 0 0 4.16667 0 0 4.16667 0 0 0 0 0 0 4.16667 0 1928 0 4.7619 0 0 0 0 0 0 0 0 4.7619 0 0 0 0 0 0 0 0 1925 0 0 0 0 0 0 0 0 0 0 3.57143 0 0 0 0 0 0 0 0 1923 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1920 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1919 6.25 0 0 3.125 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1914 0 0 0 2.7027 0 0 0 2.7027 0 0 0 0 0 0 0 0 0 0 2.7027 1909 0 0 0 0 0 0 0 0 2.94118 0 0 0 0 0 0 0 0 0 0 1905 0 0 0 0 0 0 0 4.54545 0 0 0 0 0 0 0 0 0 0 0 1901 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1898 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1896 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1894 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1892 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1890 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1888 0 0 0 0 0 0 0 4.44444 0 0 0 0 0 0 0 0 0 0 0 1885 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1883 0 0 0 0 0 0 0 0 0 0 4.47761 0 0 0 0 4.47761 0 0 0 1880 0 0 0 0 0 0 0 2.27273 0 0 6.81818 0 0 0 0 2.27273 0 0 0 1878 0 0 0 0 0 0 0 0 0 0 5.66038 0 0 0 0 0 0 0 0 1876 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1874 0 0 0 0 0 0 0 5.68182 0 0 4.54545 0 0 0 0 0 0 0 0 1872 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1870 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1868 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1866 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1864 0 0 0 0 0 0 0 0 0 0 0 0 0 17.3913 0 0 0 0 0 1862 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1859 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1856 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1853 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1850 0 2.47934 0 0 0 0 0 9.91736 0 0 4.13223 0 0 3.30579 0 0 0 0 0 1861 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.33333 0 0 0 0 1858 2.77778 0 0 0 0 2.77778 0 2.77778 0 0 11.1111 0 0 0 0 0 0 0 0 1854 0 0 0 0 0 0 0 4.7619 0 0 4.7619 0 0 0 0 0 0 0 0 1853 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1849 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1845 0 3.0303 0 0 0 0 0 6.06061 0 0 0 0 0 3.0303 0 0 0 0 3.0303 1844 0 6.97674 0 0 0 0 0 4.65116 0 0 0 2.32558 0 0 4.65116 0 0 0 0 1842 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1840 0 0 0 0 0 0 0 0 0 0 2.85714 0 0 0 0 0 0 0 0 1839 0 0 0 3.125 0 3.125 0 0 0 0 0 0 0 0 0 0 0 0 0 1837 0 0 0 0 0 0 0 0 0 0 5.12821 0 0 0 0 0 0 0 0 1836 0 0 0 4.34783 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1835 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1834 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1833 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1832 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1831 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1829 0 0 0 0 0 0 0 0 0 0 3.125 0 0 0 0 0 0 0 0 1828 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1818 0 0 0 3.125 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1812 0 0 0 6.66667 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1809 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 7.69231 0 0 0 0 0 0 0 0 7.69231 0 0 0 0 0 0 0 0 1805 3.79747 2.53165 0 0 1.26582 0 1.26582 2.53165 0 0 5.06329 0 0 0 0 0 0 0 0 1804 1.16959 5.26316 0.584795 1.16959 0 1.16959 0 6.43275 0.584795 0 1.75439 0 1.75439 0 0 0 0 1.16959 0 1800 6.66667 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 8.69565 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1799 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1798 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1796 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1794 0 0 0 0 6.06061 0 0 0 0 0 0 0 0 0 0 0 0 3.0303 0 1793 0 4.54545 0 0 0 4.54545 0 0 0 0 0 0 0 0 0 0 0 0 0 1792 3.125 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1791 3.84615 3.84615 0 0 0 0 3.84615 0 0 0 0 0 0 0 0 0 0 0 11.5385 1789 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1787 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1786 0 3.7037 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1784 0.892857 3.57143 0 0 0 0 0 0 0 0 4.46429 0 0 0 0 0 0 0 0 1783 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1782 4.08163 3.06122 0 0 0 0 0 11.2245 0 1.02041 3.06122 0 1.02041 0 0 0 0 0 0 1781 0 0 0 0 0 0 0 0 0 0 6.66667 0 0 0 0 6.66667 0 0 0 1779 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1778 0 0 0 0 0 0 0 0 0 0 8.33333 0 0 0 0 0 0 0 0 1775 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1772 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1769 0 0 0 0 0 0 0 0 0 0 4.54545 0 0 0 0 0 0 0 0 1750 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1745 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1740 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1732 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1727 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1718 0 0 0 0 0 0 0 0 0 0 0 12.5 0 0 0 0 0 0 0 1705 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1691 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1682 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1672 10 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 1660 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1650 0 0 0 0 0 0 0 0 0 0 20 0 0 0 0 0 0 0 0 1640 0 11.1111 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1630 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1620 0 0 0 0 0 0 0 0 0 0 6.66667 0 0 0 0 0 0 0 0 1610 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1604 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1580 0 0 0 0 0 0 0 16.6667 0 0 0 0 0 0 0 0 0 0 0 2b. Chironomid percentages Part 2 of 4 Column 1: Year AD Column 11: Tany C Column 2: Micro# Insigni Column 12: Tany type 1 (Heiri) Column 3: Micro bident Column 13: Diamesa Column 4: Micro radialis Column 14: Monodiamesa Column 5: Paratanytarsus Column 15: Prodiamesa Column 6: Tany sp Column 16: Protanypus Column 7: Tany pal Column 17: Allopsectro# Column 8: Tany# Lugens Column 18: Brillia Column 9: Tany chinyensis Column 19: Chaetocladius Column 10: Tany B Column 20: Corynoneura YearAD Micro#I Micro.b Micro.r Parat Tany.sp Tany.p Tany#L Tany.c TanyB TanyC Tany1 Diamesa Monodi Prodi Protany Allops Brilli Chaet Coryno 2001 0 10 0 10 10 0 0 0 0 0 0 0 0 0 0 0 10 0 0 1999 4.16667 0 0 0 4.16667 0 0 6.25 0 0 0 0 0 0 2.08333 0 0 0 0 1998 7.79221 0 2.5974 0 12.987 0 2.5974 2.5974 0 0 0 2.5974 0 0 0 0 0 0 0 1996 30 0 0 0 3.33333 0 3.33333 0 0 0 0 0 0 0 0 0 0 0 3.33333 1993 0 0 0 0 5.55556 0 0 0 0 0 0 5.55556 0 0 0 0 0 0 0 1990 5 0 5 0 5 10 5 0 5 5 0 0 0 0 0 0 0 0 10 1987 0 0 9.72222 0 5.55556 0 0 5.55556 0 0 0 0 0 0 0 0 0 0 5.55556 1986 0 0 5.67376 1.41844 8.51064 1.41844 0 8.51064 0 0 0 0 0 0 0 0 0 0 2.83688 1985 0 0 5.35714 1.78571 6.25 0 1.78571 5.35714 0 0 0 0 0 0 0 0 0 0 0 1984 0 0 0 0 0 0 0 0 0 0 0 14.0351 0 0 0 0 0 0 0 1982 5.55556 0 0 0 11.1111 0 0 0 0 0 0 5.55556 0 0 0 0 0 0 11.1111 1979 5.71429 0 0 5.71429 11.4286 0 0 0 0 0 0 5.71429 0 0 0 0 0 0 17.1429 1976 4.16667 0 0 8.33333 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1970 12.5 0 0 2.5 5 0 0 0 0 0 0 2.5 0 0 0 0 0 0 5 1967 4.7619 0 0 0 9.52381 0 0 0 0 0 0 0 0 0 0 0 0 0 28.5714 1965 0 2.94118 2.94118 2.94118 2.94118 0 0 0 0 0 0 0 0 0 0 0 0 0 2.94118 1962 5.55556 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.77778 1959 3.84615 0 0 3.84615 3.84615 3.84615 3.84615 0 0 0 0 0 0 0 0 0 0 0 3.84615 1957 10.8696 2.17391 0 2.17391 8.69565 0 0 2.17391 0 0 0 0 0 0 0 0 2.17391 0 0 1956 17.8571 3.57143 0 0 7.14286 0 0 0 3.57143 0 0 0 0 0 0 0 0 0 7.14286 1951 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1950 0 0 0 4.7619 11.9048 0 7.14286 0 0 0 0 4.7619 0 0 0 0 0 0 9.52381 1948 5.82524 0 0 0 8.73786 0 0.970874 2.91262 0 0 0 0 0 0 1.94175 0 0 0 0.970874 1947 1.06952 6.41711 0 7.48663 7.48663 0 1.06952 3.20856 1.06952 0 0 0 0 1.06952 1.06952 0 0 0 1.06952 1946 2.94118 0 0 0 8.82353 2.94118 0 0 0 0 0 0 0 0 0 0 0 0 0 1945.5 2.66667 0 0 0 10.6667 0 2.66667 2.66667 5.33333 0 0 0 0 0 0 0 0 0 2.66667 1945 7.31707 2.43902 2.43902 0 0 0 0 4.87805 0 0 0 0 0 0 0 0 0 0 2.43902 1944.5 0 0 14.8148 0 0 0 0 7.40741 0 0 0 0 0 0 0 0 0 0 0 1944 3.47826 0 0 3.47826 5.21739 0 1.73913 8.69565 0 1.73913 0 0 0 0 0 0 0 0 0 1943 2.8169 0 2.8169 0 11.2676 2.8169 0 5.6338 2.8169 0 0 2.8169 0 0 0 0 0 0 2.8169 1941 0 0 4.44444 0 4.44444 0 0 4.44444 0 0 0 0 0 0 0 0 0 0 4.44444 1940 8.33333 4.16667 0 0 0 4.16667 0 0 0 0 0 4.16667 0 0 0 0 0 0 8.33333 1939 3.1746 0 1.5873 0 12.6984 1.5873 0 1.5873 3.1746 0 0 4.7619 0 0 0 0 0 0 3.1746 1938 9.67742 3.22581 6.45161 3.22581 9.67742 0 0 0 3.22581 3.22581 0 3.22581 0 0 3.22581 0 0 0 0 1936 8.33333 0 0 0 8.33333 0 0 0 0 0 0 0 0 0 0 0 0 0 4.16667 1934 12.1951 0 4.87805 0 7.31707 0 0 0 0 2.43902 0 9.7561 0 0 0 0 0 0 12.1951 1932 14.7059 5.88235 2.94118 0 5.88235 0 0 2.94118 0 0 0 0 0 0 0 0 0 0 5.88235 1930 12.5 0 4.16667 0 4.16667 0 4.16667 4.16667 0 0 0 0 4.16667 0 0 0 0 0 0 1928 4.7619 0 0 0 4.7619 0 0 0 0 0 0 0 0 0 0 0 0 0 9.52381 1925 28.5714 0 3.57143 0 3.57143 0 0 3.57143 3.57143 0 0 0 0 0 0 0 0 0 7.14286 1923 6.89655 0 17.2414 0 13.7931 0 0 0 3.44828 0 0 0 0 0 0 0 0 0 3.44828 1920 17.8571 0 3.57143 0 7.14286 0 0 0 0 0 0 7.14286 0 0 0 0 0 0 14.2857 1919 6.25 0 0 0 6.25 0 3.125 0 0 0 0 0 0 0 6.25 0 0 0 0 1914 24.3243 0 2.7027 2.7027 2.7027 0 0 0 5.40541 0 0 0 2.7027 0 0 2.7027 0 0 2.7027 1909 32.3529 5.88235 2.94118 0 2.94118 0 0 0 0 0 0 0 2.94118 0 0 0 0 0 2.94118 1905 13.6364 0 0 0 4.54545 0 0 0 0 0 0 4.54545 0 0 0 0 0 0 9.09091 1901 12 0 0 0 16 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1898 0 0 6.66667 13.3333 6.66667 6.66667 0 0 0 0 0 0 0 0 0 0 0 0 0 1896 15.3846 0 0 0 0 0 0 0 15.3846 0 0 0 0 0 0 0 0 0 0 1894 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1892 14.2857 4.7619 4.7619 9.52381 0 0 4.7619 0 0 0 0 0 0 0 0 0 0 0 4.7619 1890 0 0 9.52381 3.1746 6.34921 0 0 9.52381 0 0 0 0 0 0 0 6.34921 0 0 6.34921 1888 4.44444 0 4.44444 0 0 0 4.44444 11.1111 0 0 0 0 4.44444 0 0 0 0 0 8.88889 1885 13.7931 0 0 0 6.89655 0 0 0 0 0 0 0 0 0 3.44828 0 0 0 0 1883 23.8806 0 0 4.47761 7.46269 0 0 0 0 0 0 0 0 0 0 0 0 0 7.46269 1880 13.6364 0 0 0 6.81818 0 0 0 0 0 0 4.54545 0 0 4.54545 0 0 0 0 1878 0 0 0 0 11.3208 0 0 0 0 0 0 0 0 0 7.54717 0 0 0 15.0943 1876 22.2222 0 0 0 14.8148 0 0 14.8148 0 0 0 0 0 0 0 0 0 0 14.8148 1874 6.81818 0 4.54545 0 5.68182 0 4.54545 4.54545 0 0 0 5.68182 0 0 4.54545 0 0 0 7.95455 1872 21.4286 0 0 0 9.52381 0 0 0 0 0 0 0 0 0 0 7.14286 0 0 0 1870 9.09091 0 0 0 9.09091 0 0 0 0 0 0 11.3636 0 0 0 11.3636 0 0 11.3636 1868 11.3636 0 0 0 11.3636 0 0 0 0 0 0 0 0 0 0 0 0 0 13.6364 1866 0 0 0 0 16 0 0 0 0 0 0 16 0 0 0 0 0 0 16 1864 21.7391 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17.3913 1862 6.89655 0 0 0 6.89655 0 0 0 0 0 0 6.89655 0 0 0 6.89655 0 0 15.5172 1859 6.17284 0 0 0 7.40741 0 0 0 0 0 0 8.64198 0 0 0 0 0 0 9.87654 1856 20.5882 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.7647 1853 0 0 0 0 16.6667 0 0 16.6667 0 0 0 0 0 0 0 0 0 0 20.8333 1850 8.26446 0 0 0 6.61157 3.30579 6.61157 0 0 0 0 0 0 9.91736 0 0 0 0 0 1861 3.33333 0 3.33333 0 0 0 0 0 0 0 0 0 0 0 3.33333 0 0 0 10 1858 5.55556 0 0 0 11.1111 0 0 0 2.77778 0 0 8.33333 0 0 0 2.77778 0 0 0 1854 9.52381 0 0 0 14.2857 0 0 4.7619 0 0 0 4.7619 0 0 0 0 0 0 0 1853 5.26316 0 0 0 10.5263 2.63158 0 2.63158 0 0 0 0 0 0 0 0 0 0 7.89474 1849 6.66667 0 3.33333 0 0 0 0 0 3.33333 3.33333 0 0 0 0 0 0 0 3.33333 3.33333 1845 6.06061 0 0 3.0303 3.0303 0 0 0 0 0 0 3.0303 0 0 0 0 0 3.0303 3.0303 1844 6.97674 0 0 0 4.65116 0 2.32558 4.65116 2.32558 0 0 2.32558 0 0 0 0 0 0 0 1842 0 0 6.25 0 18.75 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1840 22.8571 0 2.85714 0 2.85714 0 0 0 2.85714 0 0 11.4286 0 0 0 0 0 0 2.85714 1839 3.125 0 3.125 0 3.125 0 0 0 0 0 0 18.75 0 0 0 3.125 0 0 0 1837 5.12821 0 0 2.5641 7.69231 0 0 0 0 0 0 12.8205 0 2.5641 0 0 0 0 2.5641 1836 4.34783 0 0 0 4.34783 0 0 0 0 0 0 0 0 0 4.34783 0 0 0 13.0435 1835 0 0 0 0 12.5 0 0 4.16667 0 0 0 16.6667 0 0 0 0 0 0 0 1834 2.77778 0 2.77778 0 2.77778 0 0 0 0 0 0 8.33333 0 0 0 0 0 0 2.77778 1833 0 0 0 3.57143 0 0 0 0 0 0 0 14.2857 0 0 0 0 0 0 21.4286 1832 0 0 0 4.54545 4.54545 0 0 0 0 0 0 0 0 0 0 0 0 4.54545 13.6364 1831 0 0 0 7.14286 7.14286 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 1829 0 0 0 0 18.75 0 0 0 0 0 0 0 0 0 3.125 0 0 0 6.25 1828 0 0 0 0 6.66667 0 0 6.66667 0 0 0 0 0 0 0 0 0 0 20 1818 0 0 0 3.125 9.375 0 0 6.25 0 0 0 3.125 0 0 0 0 0 0 3.125 1812 13.3333 0 0 0 0 0 3.33333 0 0 0 0 3.33333 0 0 0 3.33333 0 0 13.3333 1809 0 0 11.1111 0 11.1111 0 0 0 11.1111 0 0 0 0 0 0 0 0 0 11.1111 ... 7.69231 0 7.69231 0 7.69231 0 0 0 7.69231 0 0 7.69231 0 0 0 0 0 0 0 1805 5.06329 0 0 0 8.86076 0 0 8.86076 0 1.26582 0 1.26582 0 0 0 0 0 0 0 1804 4.09357 0.584795 0 0 6.43275 0 1.16959 16.9591 0 0 0 0 0 0 0.584795 0 0 0 0.584795 1800 13.3333 0 0 0 13.3333 0 0 0 0 0 0 0 0 0 0 0 0 0 13.3333 ... 8.69565 0 0 0 4.34783 0 0 0 0 0 0 0 0 0 0 0 0 0 0 ... 0 0 14.2857 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1799 3.7037 0 0 0 3.7037 0 0 3.7037 0 0 0 3.7037 0 0 0 0 0 0 0 1798 6.06061 0 0 0 3.0303 0 0 0 3.0303 0 0 0 0 0 0 0 0 3.0303 9.09091 1796 6.66667 0 0 0 20 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1794 12.1212 3.0303 3.0303 0 12.1212 0 3.0303 0 0 3.0303 0 9.09091 0 0 0 0 0 3.0303 0 1793 0 0 18.1818 0 9.09091 0 0 4.54545 4.54545 0 0 4.54545 0 0 0 0 0 0 0 1792 6.25 0 6.25 0 3.125 0 0 3.125 0 0 0 6.25 0 0 0 0 0 0 6.25 1791 0 0 0 3.84615 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.69231 1789 4.34783 0 0 0 0 0 0 0 0 0 0 4.34783 0 0 0 0 0 0 13.0435 1787 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18.1818 1786 7.40741 0 0 3.7037 3.7037 0 0 7.40741 0 0 0 7.40741 0 0 0 0 0 0 3.7037 1784 6.25 0 0.892857 1.78571 8.92857 0 0 3.57143 0.892857 0 0 0 0 0 1.78571 0 0 0 2.67857 1783 14.2857 14.2857 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1782 6.12245 0 2.04082 0 7.14286 0 0 12.2449 1.02041 0 0 1.02041 0 0 1.02041 0 0 0 0 1781 6.66667 0 13.3333 0 0 0 0 0 0 0 0 6.66667 0 0 0 0 0 0 0 1779 0 0 0 14.2857 0 0 0 0 0 0 0 0 0 0 28.5714 0 0 0 0 1778 0 8.33333 0 0 0 0 8.33333 0 0 0 0 0 0 0 0 0 0 0 0 1775 12.5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12.5 1772 9.09091 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1769 0 4.54545 0 0 18.1818 0 0 4.54545 0 0 0 0 0 0 0 0 0 0 0 1750 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 14.2857 1745 0 0 11.1111 0 0 0 0 0 0 0 0 11.1111 0 0 0 0 11.1111 11.1111 0 1740 0 0 0 0 0 0 0 0 0 0 0 14.2857 0 0 0 0 0 0 0 1732 0 0 8.33333 0 8.33333 0 0 8.33333 0 0 0 0 0 0 0 0 0 0 25 1727 0 0 0 0 12.5 0 0 0 0 0 0 12.5 0 0 0 0 0 0 0 1718 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1705 0 0 0 0 0 0 0 0 0 0 0 28.5714 0 0 0 0 0 0 14.2857 1691 0 0 11.1111 0 0 0 0 0 0 0 0 11.1111 0 0 0 0 0 0 0 1682 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10 10 1672 0 0 0 10 10 5 0 0 0 0 0 0 0 0 0 0 0 0 0 1660 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.1111 1650 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10 1640 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1630 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22.2222 0 1620 0 0 0 6.66667 6.66667 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1610 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 1604 0 0 0 0 0 0 0 11.1111 0 0 11.1111 0 0 0 0 0 0 0 11.1111 1580 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2c. Chironomid percentages Part 3 of 4 Column 1: Year AD Column 11: Limnophyes Column 2: Cricotopus Column 12: Mesocricotopus Column 3: Eukiefferiella Column 13: Metriocnemus Column 4: Georthocladius Column 14: Nanocladius Column 5: Heterotanytarsus Column 15: Oliverdia Column 6: Heterotrissocladius Column 16: Orthocladius Column 7: H# Marcidus Column 17: Parachaetocladius Column 8: H# brundini Column 18: Paracladius Column 9: H# grimshawi Column 19: Paracricotopus Column 10: H# subpilosus Column 20: Parakieff# YearAD Cricoto Eukief Georth Heterota Heterot H#Marc H#brund H#grim H#sub Limnoph Mesocr Metrio Nanocl Oliver Ortho Parach Paracl Paracr Parakieff# 2001 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 0 0 1999 10.4167 4.16667 0 0 0 0 0 2.08333 0 0 0 0 2.08333 0 6.25 0 0 0 0 1998 5.19481 0 0 0 0 7.79221 0 2.5974 0 0 0 0 0 0 5.19481 0 0 0 0 1996 6.66667 0 0 0 0 6.66667 0 0 0 0 0 0 0 0 6.66667 0 0 0 0 1993 22.2222 5.55556 0 0 0 0 5.55556 0 0 5.55556 0 0 0 0 0 0 0 0 0 1990 5 0 0 0 0 0 0 0 0 5 0 0 0 0 25 0 0 0 0 1987 2.77778 0 0 0 0 13.8889 1.38889 6.94444 0 1.38889 0 0 0 0 8.33333 0 0 0 0 1986 1.41844 0 0 0 0 9.21986 0 9.21986 0 0 0 0 0 0 0 0 3.5461 0 0 1985 5.35714 0 0 0 0 8.03571 0 16.0714 0 0 0 0 0 0 1.78571 0 1.78571 0 0 1984 7.01754 0 0 0 0 0 0 7.01754 0 0 0 0 0 0 21.0526 0 0 0 7.01754 1982 0 0 0 0 0 0 0 8.33333 0 0 0 0 0 0 11.1111 0 11.1111 0 0 1979 2.85714 2.85714 0 0 0 0 0 0 0 0 0 0 0 0 25.7143 0 0 0 0 1976 12.5 0 0 0 0 12.5 0 0 0 4.16667 0 0 0 0 25 0 0 0 0 1970 7.5 2.5 0 0 0 2.5 0 2.5 0 5 0 0 0 0 20 0 2.5 0 5 1967 4.7619 4.7619 0 0 0 4.7619 0 0 0 0 0 0 0 0 14.2857 0 0 0 0 1965 17.6471 2.94118 0 0 0 0 0 2.94118 0 0 0 0 0 0 20.5882 0 0 0 0 1962 5.55556 0 0 0 0 0 0 5.55556 0 0 0 0 0 0 13.8889 0 0 0 0 1959 19.2308 0 0 0 0 0 0 7.69231 0 0 0 0 0 0 19.2308 0 0 0 0 1957 13.0435 0 0 0 0 2.17391 0 0 0 2.17391 0 0 0 0 8.69565 0 0 2.17391 0 1956 25 0 0 0 0 3.57143 0 0 0 0 0 0 7.14286 0 0 0 0 0 0 1951 58.3333 0 0 0 0 0 0 0 0 0 0 0 0 0 25 0 0 0 0 1950 14.2857 0 0 0 0 0 0 0 0 4.7619 0 0 0 0 14.2857 0 0 0 4.7619 1948 4.85437 0 0 0 0 5.82524 0 11.6505 0 0 0 0 0.970874 0 1.94175 0 0 0 0 1947 6.95187 0 0 0 0 5.34759 1.06952 4.27807 0 0 0 0 1.06952 0 1.06952 0 2.13904 0 0 1946 2.94118 0 0 0 2.94118 2.94118 0 0 0 0 0 0 0 0 0 0 0 0 0 1945.5 5.33333 0 0 0 0 2.66667 0 0 0 0 0 0 0 0 0 0 0 0 0 1945 7.31707 0 0 0 0 0 0 2.43902 0 0 0 0 0 0 12.1951 0 0 0 2.43902 1944.5 14.8148 7.40741 0 0 0 7.40741 0 0 0 3.7037 0 0 0 0 0 0 0 0 0 1944 3.47826 0.869565 0 0 0 6.95652 0 3.47826 0 0 0 3.47826 0 0 6.95652 0 0 0 0 1943 15.493 0 0 0 0 0 0 2.8169 0 0 0 0 0 0 14.0845 0 0 0 0 1941 22.2222 4.44444 0 0 0 0 0 0 0 0 0 0 0 0 4.44444 0 0 0 11.1111 1940 29.1667 0 0 0 0 0 0 0 0 0 0 0 0 0 8.33333 0 0 0 4.16667 1939 7.93651 1.5873 0 0 0 6.34921 0 0 0 0 0 0 0 0 11.1111 0 1.5873 0 3.1746 1938 19.3548 0 0 0 0 3.22581 0 0 0 0 0 0 3.22581 0 12.9032 0 0 0 0 1936 16.6667 0 0 0 0 4.16667 0 25 0 0 0 0 0 0 16.6667 0 0 0 0 1934 19.5122 2.43902 0 0 0 0 0 0 0 0 0 0 2.43902 0 9.7561 0 2.43902 0 0 1932 11.7647 0 0 2.94118 0 2.94118 0 5.88235 0 0 0 0 0 0 0 0 0 0 0 1930 12.5 0 0 0 0 0 0 0 0 4.16667 0 0 0 0 12.5 0 0 0 4.16667 1928 28.5714 9.52381 0 0 0 0 0 0 0 0 0 0 0 0 4.7619 0 0 0 4.7619 1925 17.8571 0 0 0 0 3.57143 0 3.57143 0 0 0 0 3.57143 0 3.57143 0 0 0 0 1923 13.7931 3.44828 0 0 0 0 0 6.89655 3.44828 0 0 0 0 3.44828 13.7931 0 0 0 0 1920 3.57143 0 0 0 0 3.57143 0 3.57143 0 0 0 0 0 0 25 0 0 0 0 1919 28.125 0 0 0 0 0 0 3.125 0 0 0 0 3.125 0 6.25 0 0 0 0 1914 21.6216 2.7027 0 0 0 0 0 8.10811 0 2.7027 0 0 0 0 2.7027 0 0 0 0 1909 14.7059 0 0 0 0 0 0 0 0 0 0 0 0 0 20.5882 0 0 0 0 1905 22.7273 0 0 0 0 0 0 13.6364 0 0 0 0 0 0 4.54545 0 0 0 9.09091 1901 24 0 0 0 0 0 0 4 0 4 0 0 0 4 20 0 4 0 0 1898 26.6667 0 0 0 0 0 0 6.66667 0 0 0 0 0 0 26.6667 0 0 0 0 1896 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30.7692 0 0 0 0 1894 25 0 0 0 0 0 0 5 0 0 0 0 0 0 30 0 0 0 0 1892 14.2857 0 0 0 0 4.7619 0 9.52381 0 0 0 0 0 0 9.52381 0 0 0 0 1890 12.6984 0 0 0 0 0 0 9.52381 0 0 0 0 3.1746 0 6.34921 0 3.1746 0 3.1746 1888 26.6667 0 0 0 0 4.44444 0 8.88889 0 0 0 0 0 0 4.44444 4.44444 0 0 0 1885 6.89655 3.44828 0 0 0 0 0 6.89655 0 0 0 0 0 0 3.44828 0 0 0 0 1883 11.9403 0 0 0 0 4.47761 0 4.47761 0 0 0 0 0 1.49254 4.47761 0 0 0 0 1880 20.4545 0 0 0 0 0 0 0 0 0 0 0 0 0 6.81818 0 0 0 0 1878 9.43396 0 0 0 0 7.54717 0 7.54717 0 0 0 0 0 0 9.43396 0 0 0 0 1876 0 0 0 0 0 0 0 0 0 0 0 0 3.7037 0 14.8148 0 0 0 0 1874 5.68182 0 0 0 0 0 0 6.81818 0 0 0 0 0 4.54545 5.68182 0 0 0 0 1872 9.52381 11.9048 0 0 0 9.52381 0 0 0 0 0 0 0 0 0 0 0 0 0 1870 13.6364 0 0 0 0 0 0 0 0 0 0 0 0 2.27273 18.1818 0 0 0 0 1868 25 0 0 0 0 0 0 0 0 0 0 0 0 2.27273 9.09091 0 0 0 0 1866 16 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1864 0 0 0 0 0 0 0 0 0 0 0 0 0 0 21.7391 0 0 0 0 1862 13.7931 0 0 0 0 0 0 0 0 0 0 0 0 0 12.069 0 0 0 0 1859 17.284 0 0 0 0 0 0 0 0 0 0 0 0 0 12.3457 0 0 0 1.23457 1856 14.7059 0 0 0 0 0 0 0 0 0 0 0 0 0 11.7647 0 0 0 0 1853 0 0 0 16.6667 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1850 6.61157 4.13223 0 0 0 4.13223 0 6.61157 0 4.13223 0 0 0.826446 0 5.78512 0 0 0 0 1861 40 3.33333 0 0 0 0 0 6.66667 0 0 0 0 0 0 3.33333 0 0 0 0 1858 11.1111 2.77778 0 0 0 0 0 2.77778 0 2.77778 0 0 0 0 2.77778 0 0 0 0 1854 9.52381 0 0 0 0 0 0 4.7619 0 9.52381 0 0 0 9.52381 4.7619 0 0 0 0 1853 10.5263 13.1579 0 2.63158 0 2.63158 0 2.63158 0 7.89474 0 0 0 0 7.89474 0 0 0 0 1849 6.66667 10 0 0 0 0 0 0 0 6.66667 0 0 0 3.33333 20 0 0 0 0 1845 6.06061 0 0 6.06061 0 0 0 12.1212 0 0 0 0 0 0 3.0303 0 0 0 0 1844 13.9535 2.32558 0 0 0 0 0 13.9535 2.32558 2.32558 0 0 4.65116 0 0 0 0 0 0 1842 25 0 0 0 6.25 0 0 6.25 0 0 0 0 0 0 6.25 0 0 0 0 1840 8.57143 2.85714 0 0 0 0 0 11.4286 0 5.71429 0 0 0 0 8.57143 0 0 0 0 1839 6.25 6.25 0 0 0 0 0 9.375 0 3.125 0 0 0 0 9.375 0 0 0 0 1837 15.3846 2.5641 0 0 0 0 0 5.12821 0 2.5641 0 0 0 2.5641 10.2564 0 0 0 0 1836 13.0435 4.34783 4.34783 0 0 0 0 4.34783 0 4.34783 0 0 0 0 8.69565 0 0 0 0 1835 4.16667 0 4.16667 0 0 0 0 0 0 4.16667 0 0 4.16667 0 37.5 0 0 0 0 1834 19.4444 0 0 0 0 2.77778 0 0 0 8.33333 0 0 0 0 27.7778 0 0 2.77778 2.77778 1833 14.2857 0 0 0 0 0 0 0 0 0 0 3.57143 0 0 14.2857 0 0 0 7.14286 1832 22.7273 0 4.54545 0 0 0 0 0 0 0 0 0 0 0 31.8182 0 0 0 0 1831 7.14286 0 0 0 0 0 0 0 0 7.14286 0 0 0 0 21.4286 0 0 0 0 1829 25 0 0 0 0 0 0 3.125 0 0 0 0 3.125 3.125 15.625 0 0 0 6.25 1828 33.3333 0 6.66667 0 0 6.66667 0 6.66667 0 0 0 0 0 0 0 0 0 0 0 1818 31.25 0 3.125 0 0 3.125 0 3.125 0 0 0 0 0 0 9.375 0 0 0 0 1812 6.66667 0 0 0 0 0 0 3.33333 0 0 0 0 3.33333 3.33333 13.3333 0 0 0 0 1809 11.1111 0 0 0 0 0 0 33.3333 0 0 0 0 0 0 0 0 0 0 0 ... 7.69231 0 0 0 0 0 0 7.69231 0 0 0 0 0 0 7.69231 0 0 0 0 1805 7.59494 0 0 0 0 0 0 31.6456 0 0 0 0 0 0 3.79747 0 0 0 0 1804 5.26316 0 0 0 0 2.92398 0 11.6959 0 0 0 0 1.16959 0 4.09357 0 0 0 0.584795 1800 13.3333 0 0 0 0 0 0 0 0 0 0 0 6.66667 0 6.66667 0 0 0 0 ... 17.3913 0 0 0 0 4.34783 0 4.34783 0 0 0 0 0 0 30.4348 0 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0 0 57.1429 0 0 0 0 1799 11.1111 3.7037 0 0 0 3.7037 0 3.7037 0 3.7037 0 0 3.7037 0 29.6296 0 0 0 0 1798 9.09091 9.09091 0 0 0 6.06061 0 0 0 3.0303 0 0 0 0 24.2424 0 0 0 0 1796 20 0 0 0 0 0 0 0 0 0 0 0 0 0 13.3333 0 0 0 0 1794 6.06061 0 0 0 0 0 0 3.0303 0 0 3.0303 0 0 0 12.1212 0 0 0 0 1793 9.09091 4.54545 0 0 0 9.09091 0 4.54545 0 0 0 0 0 0 18.1818 0 0 0 0 1792 18.75 0 0 0 0 3.125 0 3.125 0 3.125 0 0 0 0 18.75 0 0 0 0 1791 34.6154 0 0 0 0 0 0 11.5385 0 0 0 0 3.84615 0 0 0 0 0 0 1789 17.3913 4.34783 0 0 0 4.34783 0 8.69565 0 0 0 0 0 0 8.69565 0 0 0 0 1787 18.1818 0 0 0 0 0 0 18.1818 0 0 0 0 0 0 9.09091 0 0 0 0 1786 11.1111 0 0 0 0 0 0 14.8148 0 0 0 0 0 0 3.7037 0 0 0 0 1784 5.35714 0.892857 0 0 0 8.92857 0 17.8571 0 0 0 0 0 0 8.03571 0 0 0 0.892857 1783 28.5714 0 0 0 0 0 0 28.5714 0 0 0 0 0 0 0 0 0 0 0 1782 3.06122 0 0 0 0 0 0 12.2449 0 0 0 0 1.02041 0 2.04082 2.04082 0 0 2.04082 1781 6.66667 0 0 0 0 0 0 0 0 0 0 0 0 0 26.6667 0 0 0 13.3333 1779 14.2857 0 0 0 0 0 0 14.2857 0 0 0 0 0 0 0 0 0 0 0 1778 16.6667 0 0 0 0 16.6667 0 16.6667 0 0 0 0 0 0 8.33333 0 0 0 0 1775 0 0 0 0 0 0 0 37.5 0 0 0 0 0 0 12.5 0 0 0 0 1772 0 0 0 0 0 18.1818 0 18.1818 0 0 0 0 0 0 9.09091 0 0 0 9.09091 1769 13.6364 0 0 0 0 4.54545 0 4.54545 0 4.54545 0 0 0 0 22.7273 0 0 0 0 1750 28.5714 14.2857 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 1745 11.1111 22.2222 0 0 0 0 0 0 0 0 0 0 0 0 0 22.2222 0 0 0 1740 28.5714 14.2857 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1732 16.6667 33.3333 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1727 25 12.5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1718 37.5 12.5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1705 42.8571 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1691 44.4444 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.1111 0 0 0 1682 10 20 0 0 0 0 0 0 0 20 0 0 0 0 10 0 10 0 10 1672 10 10 0 0 0 5 0 0 0 10 0 0 0 0 5 0 0 0 0 1660 0 22.2222 0 0 0 0 0 0 0 11.1111 0 0 0 0 0 0 0 0 0 1650 50 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 1640 22.2222 0 0 0 0 0 0 0 0 22.2222 0 0 0 0 0 0 0 0 22.2222 1630 22.2222 11.1111 0 0 0 11.1111 0 0 0 22.2222 0 0 0 0 0 0 0 0 0 1620 26.6667 13.3333 0 0 0 0 0 0 0 13.3333 0 0 0 0 0 0 0 0 6.66667 1610 42.8571 0 0 0 0 0 0 0 0 28.5714 0 0 0 0 0 0 0 0 0 1604 33.3333 0 0 0 0 0 0 0 0 22.2222 0 0 0 0 0 0 0 0 0 1580 83.3333 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2d. Chironomid percentages Part 4 of 4 Column 1: Year AD Column 11: Symposiocladius Column 21: Undiff Column 2: Paramectriocnemus Column 12: Synorthocladius Column 22: Unknown Column 3: Paraphaenocladius Column 13: Thienne Column 4: Psec b Column 14: Trissocladius Column 5: Psec c Column 15: Zalu zal Column 6: Pseodokiefferiella Column 16: Zalu lin Column 7: Pseuorthocladius Column 17: Pentaneurini Column 8: Pseudosmittia Column 18: Tanypus Column 9: Rheocricotopus Column 19: Procladius Column 10: Smittia Column 20: Potthastia YearAD Paramect Paraph Psec b Psec c Pseodok Pseuo Pseudos Rheocr Smitti Sympos Synor Thienne Trisso Zalu zal Zalu lin Pentan Tanypus Proclad Pottha Undiff Unknown 2001 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10 0 20 0 1999 0 2.08333 0 4.16667 0 0 0 0 0 0 0 0 0 0 0 2.08333 0 12.5 0 6.25 2.08333 1998 0 0 0 2.5974 0 0 0 0 0 0 0 0 0 0 0 0 0 12.987 2.5974 5.19481 0 1996 0 0 0 3.33333 0 0 0 0 0 0 0 0 0 0 0 0 0 10 0 13.3333 0 1993 0 0 0 5.55556 0 0 5.55556 0 0 0 0 5.55556 0 0 0 0 0 5.55556 0 22.2222 0 1990 0 10 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 1987 0 0 0 1.38889 0 0 0 0 1.38889 0 0 0 0 0 0 2.77778 0 2.77778 0 5.55556 0 1986 0 0 0 0.70922 0 0 0 0 0.70922 0 0 0 0 0 0 2.83688 0 15.6028 0 0 0 1985 0 0 0 1.78571 0 0 0 0 0.892857 0 0 0 0 0 0 0 0 14.2857 0 3.57143 0 1984 0 0 0 0 0 0 0 0 7.01754 0 0 0 0 0 0 0 0 7.01754 0 7.01754 0 1982 0 0 0 5.55556 0 0 5.55556 0 0 0 0 0 0 0 0 0 0 0 0 11.1111 0 1979 0 0 0 8.57143 0 0 0 0 2.85714 0 0 0 0 0 0 0 0 5.71429 0 2.85714 2.85714 1976 0 0 0 4.16667 0 0 0 0 0 0 0 0 0 0 0 0 0 4.16667 0 12.5 0 1970 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 2.5 0 5 0 2.5 0 1967 0 4.7619 0 14.2857 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.7619 0 1965 0 0 0 8.82353 0 0 0 0 0 0 0 0 0 0 0 2.94118 0 2.94118 0 14.7059 2.94118 1962 0 0 0 13.8889 0 0 0 0 0 0 0 0 0 0 0 0 0 5.55556 0 5.55556 0 1959 0 0 3.84615 3.84615 0 0 0 0 0 0 0 0 0 0 0 3.84615 0 11.5385 0 7.69231 0 1957 0 0 0 2.17391 0 0 0 0 0 0 0 0 0 0 0 0 0 2.17391 0 2.17391 0 1956 0 0 0 7.14286 0 0 0 0 0 0 0 0 0 0 0 0 0 3.57143 0 3.57143 0 1951 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.33333 0 0 0 8.33333 0 1950 0 0 0 2.38095 0 0 2.38095 0 0 0 2.38095 0 0 0 0 2.38095 0 0 0 7.14286 0 1948 0 0 0 0.970874 0 0 0 0 0 0 0 0 0 0 0 1.94175 0 14.5631 0 7.76699 0 1947 0 1.06952 0 0 0 0 1.06952 0 0 0 0 1.06952 0 1.06952 0 0 0 7.48663 0 3.20856 0 1946 0 0 0 0 0 0 2.94118 2.94118 0 0 0 0 0 0 0 2.94118 0 20.5882 0 2.94118 0 1945.5 0 0 0 0 0 0 2.66667 0 0 0 0 0 2.66667 0 0 0 0 18.6667 0 2.66667 0 1945 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 17.0732 2.43902 9.7561 0 1944.5 0 7.40741 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22.2222 0 0 0 1944 0 0 0 1.73913 0 0 1.73913 0 0 0 0 1.73913 0 0 0 3.47826 0 10.4348 0 3.47826 0 1943 0 0 0 0 0 0 0 0 0 0 0 2.8169 0 0 0 2.8169 0 8.4507 0 8.4507 0 1941 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.44444 0 8.88889 0 1940 0 0 0 12.5 0 0 4.16667 0 0 0 0 0 0 0 0 4.16667 0 0 0 4.16667 0 1939 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.1746 0 11.1111 0 1938 0 0 0 0 0 0 3.22581 0 0 0 0 0 0 0 0 0 0 0 0 9.67742 3.22581 1936 0 0 0 4.16667 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1934 0 0 0 0 0 0 0 2.43902 0 0 0 0 0 2.43902 0 0 0 2.43902 0 4.87805 0 1932 0 0 0 0 0 0 0 2.94118 0 0 0 0 0 0 0 5.88235 0 5.88235 0 11.7647 0 1930 0 0 0 4.16667 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12.5 0 1928 0 4.7619 0 4.7619 0 0 0 0 0 0 0 0 0 0 0 0 0 9.52381 0 0 4.7619 1925 0 0 0 7.14286 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.14286 0 1923 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.44828 0 6.89655 0 1920 0 0 0 0 0 0 3.57143 0 0 0 3.57143 0 0 0 0 0 0 3.57143 0 3.57143 0 1919 0 3.125 0 6.25 0 0 0 3.125 0 0 0 3.125 0 0 0 0 0 0 0 12.5 0 1914 0 0 0 5.40541 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.7027 0 1909 0 0 0 0 0 0 0 0 0 0 0 0 0 2.94118 0 0 0 2.94118 0 5.88235 0 1905 0 0 0 0 0 0 0 0 0 0 4.54545 4.54545 0 0 0 0 0 4.54545 0 0 0 1901 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1898 0 0 0 6.66667 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1896 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 23.0769 0 15.3846 0 1894 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 30 0 1892 0 0 0 4.7619 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 0 1890 0 0 0 6.34921 0 1.5873 0 0 0 0 3.1746 0 0 0 0 0 0 3.1746 0 6.34921 0 1888 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.88889 0 1885 0 0 0 13.7931 0 0 0 0 0 0 0 0 0 0 0 0 3.44828 24.1379 0 13.7931 0 1883 0 0 0 4.47761 0 0 0 0 0 0 0 0 0 0 0 7.46269 0 0 0 8.95522 0 1880 0 0 0 13.6364 0 0 0 0 0 0 0 0 0 0 0 9.09091 0 0 0 9.09091 0 1878 0 0 0 18.8679 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.66038 1.88679 1876 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.1111 0 3.7037 0 1874 0 0 0 6.81818 0 0 0 0 0 0 0 0 0 0 0 5.68182 0 5.68182 0 4.54545 0 1872 0 0 0 9.52381 0 0 0 0 0 0 0 0 0 9.52381 0 0 0 0 0 11.9048 0 1870 0 0 0 9.09091 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.54545 0 1868 0 0 0 11.3636 0 0 0 0 0 0 0 0 0 0 0 0 0 11.3636 0 4.54545 0 1866 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 0 16 0 4 0 1864 0 0 0 21.7391 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1862 0 0 0 6.89655 1.72414 0 0 1.72414 0 0 0 0 0 0 0 6.89655 0 0 0 10.3448 3.44828 1859 0 0 0 12.3457 0 0 0 0 0 0 0 0 0 0 0 8.64198 0 8.64198 0 7.40741 0 1856 0 0 0 14.7059 0 0 0 0 0 0 0 0 0 11.7647 0 0 0 11.7647 0 2.94118 0 1853 0 0 0 20.8333 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.33333 0 1850 0 0 0 0 0 0 1.65289 0 0 0 0 2.47934 0 0 0 0 0 9.09091 0 0 0 1861 0 0 0 0 0 0 3.33333 0 0 0 3.33333 0 0 0 0 0 0 3.33333 0 6.66667 6.66667 1858 0 0 0 13.8889 0 0 2.77778 0 0 0 0 0 0 0 0 0 0 0 0 11.1111 0 1854 0 0 4.7619 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.52381 0 4.7619 0 1853 0 0 0 2.63158 0 0 0 0 0 0 0 0 0 0 5.26316 0 0 5.26316 0 10.5263 0 1849 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.66667 3.33333 0 3.33333 0 16.6667 0 1845 0 0 3.0303 3.0303 0 0 3.0303 0 0 0 0 0 0 0 0 6.06061 0 12.1212 0 9.09091 0 1844 0 0 0 6.97674 0 0 0 0 0 0 0 0 0 0 0 2.32558 0 2.32558 0 4.65116 2.32558 1842 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18.75 0 0 0 12.5 0 1840 0 0 0 2.85714 0 0 0 0 0 0 0 0 0 0 0 2.85714 0 0 0 8.57143 0 1839 0 0 0 3.125 0 0 0 0 0 0 0 0 0 0 0 6.25 0 0 0 15.625 3.125 1837 0 0 0 5.12821 0 0 0 0 0 0 0 0 0 0 5.12821 5.12821 0 2.5641 0 2.5641 2.5641 1836 0 0 0 8.69565 0 0 0 0 4.34783 0 0 0 0 0 0 0 0 0 0 17.3913 0 1835 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12.5 0 1834 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.77778 0 0 0 8.33333 5.55556 1833 0 0 0 0 0 0 7.14286 0 0 0 0 0 0 0 3.57143 0 0 0 0 10.7143 0 1832 0 0 0 9.09091 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.54545 0 1831 0 0 7.14286 14.2857 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 0 1829 0 0 0 6.25 0 0 0 3.125 0 0 0 0 0 0 0 0 0 0 0 3.125 0 1828 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 13.3333 0 1818 0 0 0 6.25 0 0 6.25 0 0 0 0 0 0 0 0 0 0 0 0 9.375 0 1812 0 0 0 13.3333 0 0 0 0 0 0 0 0 0 0 3.33333 0 0 0 0 10 0 1809 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.1111 0 ... 0 0 0 7.69231 0 0 0 0 0 0 0 0 0 0 0 7.69231 0 0 0 0 7.69231 1805 0 0 0 3.79747 0 0 1.26582 0 0 0 0 0 0 0 0 0 0 7.59494 0 2.53165 0 1804 0 0 0 1.16959 0 0 0 0 0 0 0 0 0 0 0 0 0 12.2807 0 8.77193 0.584795 1800 0 0 13.3333 0 0 0 0 0 0 0 0 0 0 0 0 0 0 13.3333 0 0 0 ... 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.34783 0 0 4.34783 0 13.0435 0 ... 0 0 14.2857 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 0 1799 0 0 0 7.40741 0 0 7.40741 0 0 0 0 0 0 0 3.7037 0 0 7.40741 0 0 0 1798 0 0 0 0 0 0 3.0303 0 0 0 0 0 0 0 6.06061 0 0 3.0303 0 9.09091 3.0303 1796 0 0 0 13.3333 0 0 0 0 0 0 0 0 0 0 0 0 0 6.66667 0 20 0 1794 0 0 0 9.09091 0 0 3.0303 0 0 0 0 0 0 0 0 3.0303 0 0 0 3.0303 0 1793 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.54545 0 0 0 0 0 1792 0 0 0 0 0 0 0 0 3.125 0 0 0 0 0 0 0 0 0 0 15.625 0 1791 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.69231 0 7.69231 0 1789 0 0 0 4.34783 0 0 4.34783 0 0 0 0 0 0 0 0 4.34783 0 4.34783 0 8.69565 8.69565 1787 0 0 0 0 0 0 9.09091 0 0 0 0 0 0 0 0 0 0 9.09091 0 18.1818 0 1786 0 0 0 11.1111 0 0 3.7037 0 0 0 0 0 0 0 3.7037 0 0 3.7037 0 7.40741 3.7037 1784 0 0 0 0.892857 0 0 0.892857 0 0 0 0 0 0 0 0.892857 3.57143 0 10.7143 0 5.35714 0 1783 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 0 0 0 1782 0 0 0 1.02041 0 0 0 0 0 2.04082 0 0 0 0 1.02041 0 0 15.3061 0 4.08163 0 1781 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.66667 6.66667 1779 0 0 0 14.2857 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 0 1778 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.33333 0 8.33333 0 1775 0 0 0 25 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1772 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 18.1818 0 18.1818 0 1769 0 0 0 4.54545 0 0 0 0 0 0 4.54545 0 0 0 0 0 0 0 0 9.09091 0 1750 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 0 0 0 0 0 1745 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1740 0 0 0 0 0 0 28.5714 14.2857 0 0 0 0 0 0 0 0 0 0 0 0 0 1732 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1727 0 0 0 0 0 0 12.5 0 0 0 0 0 0 0 0 12.5 0 12.5 0 0 0 1718 0 0 0 0 0 0 25 0 0 0 0 0 0 0 0 0 0 12.5 0 0 0 1705 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 0 0 0 1691 0 0 0 0 0 0 22.2222 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1682 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1672 0 0 0 0 0 0 10 0 0 0 0 0 0 0 5 0 0 5 0 0 0 1660 0 0 0 0 0 0 22.2222 0 11.1111 0 0 11.1111 0 0 0 0 0 11.1111 0 0 0 1650 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 0 1640 22.2222 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1630 0 0 0 0 0 0 11.1111 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1620 6.66667 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 13.3333 0 0 0 1610 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14.2857 0 0 0 1604 0 0 0 0 0 0 11.1111 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1580 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0