# Lake Imandra, Russia Biomarker, Geochemistry, Magnetic Susceptibility, Foraminifer, and Pollen Data over the last 11,000 years #----------------------------------------------------------------------- # World Data Service for Paleoclimatology, Boulder # and # NOAA Paleoclimatology Program # National Centers for Environmental Information (NCEI) #----------------------------------------------------------------------- # Template Version 4.0 # 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. # # Description/Documentation lines begin with # # Data lines have no # # # NOAA_Landing_Page: https://www.ncei.noaa.gov/access/paleo-search/study/40079 # Landing_Page_Description: NOAA Landing Page of this data file's parent study, which includes all study metadata. # # Study_Level_JSON_Metadata: https://www.ncei.noaa.gov/pub/data/metadata/published/paleo/json/noaa-lake-40079.json # Study_Level_JSON_Description: JSON metadata of this data file's parent study, which includes all study metadata. # # Data_Type: Paleolimnology # # Dataset_DOI: 10.25921/nbsb-aw05 # # Science_Keywords: #--------------------------------------- # Resource_Links # # Data_Download_Resource: https://www.ncei.noaa.gov/pub/data/paleo/paleolimnology/asia/russia/holtzman2024/holtzman2024-clad.txt # Data_Download_Description: NOAA Template File; Lake Imandra Cladoceran Data # #------------------ # Contribution_Date # Date: 2024-11-26 #------------------ # File_Last_Modified_Date # Date: 2025-04-03 #------------------ # Title # Study_Name: Lake Imandra, Russia Biomarker, Geochemistry, Magnetic Susceptibility, Foraminifer, and Pollen Data over the last 11,000 years #------------------ # Investigators # Investigators: Holtzman, Hannah; Thomas, Elizabeth; Erb, Michael; Marshall, Leah; Castañeda, Isla; Kaufman, Darrell; McKay, Nicholas; Melles, Martin #------------------ # Description_Notes_and_Keywords # Description: #------------------ # Publication # Authors: Holtzman, Hannah; Thomas, Elizabeth; Erb, Michael; Marshall, Leah; Castañeda, Isla; Kaufman, Darrell; McKay, Nicholas; Melles, Martin # Published_Date_or_Year: 2025 # Published_Title: Early Holocene Atmospheric Circulation Changes Over Northern Europe Based on Isotopic and Biomarker Evidence From Kola Peninsula # Journal_Name: Paleoceanography and Paleoclimatology # Volume: 40 # Edition: # Issue: 3 # Pages: # Report_Number: e2024PA005076 # DOI: 10.1029/2024PA005076 # Online_Resource: # Full_Citation: # Abstract: Rapid Arctic warming this century will likely cause major water cycle and atmospheric circulation changes, including weakening mid-latitude westerly winds and more persistent summer high pressures over Fennoscandia. These conditions can cause drought in northern Europe and extreme rainfall in the Mediterranean region. Uncertainties in the spatiotemporal patterns of these predictions can be partially addressed with records of past climate response to rapid change. The early Holocene collapse of the Northern Hemisphere ice sheets provides a natural experiment to evaluate the climate response to rapid changes in boundary conditions. We analyzed lipid biomarker distributions and hydrogen isotope (δ2H) values from Lake Imandra, Kola Peninsula, to infer Holocene summer temperature and summer precipitation δ2H values. Sensitivity tests of a lake model suggest summer precipitation δ2H values are the main mechanism influencing Lake Imandra δ2H values. Summer precipitation isotope values exhibited a nearly 20‰ 2H-depletion between 8.6 and 8.0 ka, with 2H -enriched values before 8.6 ka and 2H -depleted values 8.0 ka to present. Maximum warmth occurred from 8.5 to 7.0 ka. Climate model experiments suggest that the early Holocene Laurentide Ice Sheet collapse caused a westward shift of the Fennoscandian summer high-pressure center. This caused a decrease in the proportion of local, 2H-enriched precipitation falling throughout Fennoscandia and an increase in far-traveled, 2H-depleted precipitation from the mid-latitudes, circulation that persisted throughout the Holocene. These results illustrate the sensitivity of climate in Fennoscandia and show that circulation regime shifts can occur in response to changes in boundary conditions far upwind. #------------------ # Publication # Authors: Lenz, Matthias; Savelieva, Larisa; Frolova, Larisa; Cherezova, Anna; Moros, Matthias; Baumer, Marlene M.; Gromig, Raphael; Kostromina, Natalia; Nigmatullin, Niyaz; Kolka, Vasili; Wagner, Benrd; Fedorov, Grigory; Melles, Martin # Published_Date_or_Year: 2021 # Published_Title: Lateglacial and Holocene environmental history of the central Kola region, northwestern Russia revealed by a sediment succession from Lake Imandra # Journal_Name: Boreas # Volume: 50 # Edition: # Issue: 1 # Pages: 76-100 # Report_Number: # DOI: 10.1111/bor.12465 # Online_Resource: # Full_Citation: # Abstract: #------------------ # Funding_Agency # Funding_Agency_Name: Geological Society of America Quaternary Geology and Geomorphology Division # Grant: Arthur D. Howard Award #------------------ # Funding_Agency # Funding_Agency_Name: US National Science Foundation # Grant: EAR-IF 1652274, ARCSS 1947981, ARCSS 1948005 #------------------ # Funding_Agency # Funding_Agency_Name: US-Norway Fulbright Foundation # Grant: Fulbright Norway Scholar #------------------ # Funding_Agency # Funding_Agency_Name: German Research Foundation # Grant: ME 1169/28 #------------------ # Site_Information # Site_Name: Lake Imandra # Location: Russia # Northernmost_Latitude: 67.7158 # Southernmost_Latitude: 67.7158 # Easternmost_Longitude: 33.0851 # Westernmost_Longitude: 33.0851 # Elevation_m: 127 #------------------ # Data_Collection # Collection_Name: Imandra cladocerans Holtzman2024 # First_Year: 10756 # Last_Year: -63 # Time_Unit: cal yr BP # Core_Length_m: # Parameter_Keywords: population abundance # Notes: #------------------ # Chronology_Information # Chronology: Radiocarbon # Chronology_Download_Resource: https://www.ncei.noaa.gov/pub/data/paleo/templates/noaa-wds-paleo-14c-terms.csv # Chronology_Download_Description: Radiocarbon terms and definitions. # Chronology_Notes: Age-depth constraints from core Co1410. Samples for this study were analyzed at the Arizona Climate and Ecosystems (ACE) Isotope Laboratory at Northern Arizona University # Rejection_Rationale: # Reservoir_Method: # Calibration_Method: Calib8.2 (Stuiver et al., 2022) and IntCal20 (Reimer et al., 2020) # Age_Model_Method: # Missing_Values: # Chronology_Table: # lab_code samp_id depth_end_cm depth_start_cm depth_cm weight_ug age_14C_BP1950 age_14C_1s_yr age_calib_BP1950 age_calib_2s_yr calib_curve # Lenz Surface nan nan 0 nan nan nan -68 1 None # Lenz Co1410_26-28 26 28 27 nan nan nan -36 10 IntCal20 # Lenz Co1410_40-42 40 42 41 nan nan nan 50 10 IntCal20 # 7625.1.1 Co1410-3-I 70cm 70 72 71 56 1104 71 1020 220 IntCal20 # Lenz COL5648.1.0.0.1 104 106 105 27 1398 81 1307 195.5 IntCal20 # 3616.1.1 Co1410-8-I 212-214 cm 212 214 213 98 3006 69 3191 198 IntCal20 # 4752.1.1 Co1410-4-I 258-260 258 260 259 59 4140 84 4667 211.5 IntCal20 # 7626.1.1 Co1410-4-I 274cm 274 276 275 33 4375 87 4991 234.5 IntCal20 # Lenz COL5649.1.0.0.1 332 334 333 28 5227 92 6009 260.5 IntCal20 # 4753.1.1 Co1410-4-II 350-352 350 352 351 84 5763 92 6562 230.5 IntCal20 # 7629.1.1 Co1410-4-I 365cm 364 366 365 99 5865 97 6680 245.5 IntCal20 # 3618.1.1 Co1410-4-II 396-398 cm 396 398 397 90 6647 88 7524 157 IntCal20 # 3617.1.1 Co1410-4-II 396-398 cm 396 398 397 88 6844 88 7687 200 IntCal20 # 3611.1.1 Co1410-9-I 406-408 cm 406 408 407 99 7401 88 8218 171 IntCal20 # 4754.1.1 Co1410-9-I 410-412 410 412 411 92 7425 106 8236 190 IntCal20 # Lenz COL5650.1.0.0.1 412 414 413 31 7080 86 7894 165.5 IntCal20 # 3612.1.1 Co1410-9-I 414-416 cm 414 416 415 96 7273 92 8095 194.5 IntCal20 # 3613.1.1 Co1410-9-I 414-416 cm 414 416 415 93 7364 88 8175 173 IntCal20 # 4755.1.1 Co1410-9-I 418-420 418 420 419 95 7963 107 8817 291 IntCal20 # 3615.1.1 Co1410-9-I 422-424 cm 422 424 423 96 6463 84 7369 195 IntCal20 # 3614.1.1 Co1410-9-I 422-424 cm 422 424 423 95 6877 87 7721 173.5 IntCal20 # 3925.1.1 Co1410-5-I 434-436 434 436 435 93 8042 101 8901 331 IntCal20 # 4756.1.1 Co1410-5-I 438-440 438 440 439 92 7781 109 8583 299 IntCal20 # Lenz COL5291.1.1 448 450 449 997 8017 51 8873 184.5 IntCal20 # 3922.1.1 Co1410-5-I 464-466 464 466 465 94 8398 101 9383 252 IntCal20 # 3923.1.1 Co1410-5-I 488-490 488 490 489 55 8735 99 9761 304 IntCal20 # 7628.1.1 Co1410-5-I 494cm 494 496 495 97 9188 122 10379 371 IntCal20 # 7627.1.1 Co1410-5-I 499cm 498 500 499 93 9181 122 10373 368 IntCal20 # Lenz COL5652.1.0.0.1 504 506 505 31 9769 92 11180 313 IntCal20 # 3926.1.1 Co1410-5-I 505-507 505 507 506 90 9705 111 11056 307.5 IntCal20 # 7630.1.1 Co1410-5-II 508-512cm 508 512 510 91 9623 125 10948 327 IntCal20 # Lenz COL5651.1.0.0.1 510 512 511 36 10032 93 11549 311.5 IntCal20 # 3924.1.1 Co1410-5-II 512-514 512 514 513 99 9623 110 10951 311.5 IntCal20 # 7631.1.1 Co1410-5-II 514-518cm 514 518 516 93 9855 127 11318 505 IntCal20 #------------------ # Variables # # Data variables follow that are preceded by "##" in columns one and two. # Data line variables format: Variables list, one per line, shortname-tab-longname-tab-longname components (10 components: what, material, error, units, seasonality, data type, detail, method, C or N for Character or Numeric data, additional_information) # ## depth depth,,,centimeter,,paleolimnology,,,N, ## a.harpae identified cladoceran,,,count,,paleolimnology,,,N,a.harpae ## a.affinis identified cladoceran,,,count,,paleolimnology,,,N,a. affinis ## a.guttata identified cladoceran,,,count,,paleolimnology,,,N,a. guttata ## a.intermedia identified cladoceran,,,count,,paleolimnology,,,N,a. intermedia ## a.quadrangularis identified cladoceran,,,count,,paleolimnology,,,N,a. quadrangularis ## a.rustica identified cladoceran,,,count,,paleolimnology,,,N,a. rustica ## a.excisa identified cladoceran,,,count,,paleolimnology,,,N,a. excisa ## a.exigua identified cladoceran,,,count,,paleolimnology,,,N,a. exigua ## a.nana identified cladoceran,,,count,,paleolimnology,,,N,a. nana ## a.elongata identified cladoceran,,,count,,paleolimnology,,,N,a. elongata ## b.bosmina_long identified cladoceran,,,count,,paleolimnology,,,N,b. (bosmina) longirostris ## b.eubosmina_cf._long identified cladoceran,,,count,,paleolimnology,,,N,b.(eubosmina) cf. longispina ## c.cf.-sphaericus identified cladoceran,,,count,,paleolimnology,,,N,c. cf. sphaericus ## d.longispina identified cladoceran,,,count,,paleolimnology,,,N,d.longispina ## eurycercus-sp. identified cladoceran,,,count,,paleolimnology,,,N,eurycercus sp. ## l.kindtii identified cladoceran,,,count,,paleolimnology,,,N,l.kindtii ## m.dispar identified cladoceran,,,count,,paleolimnology,,,N,m. dispar ## p.pigra identified cladoceran,,,count,,paleolimnology,,,N,p.pigra ## p.truncatus identified cladoceran,,,count,,paleolimnology,,,N,p. truncatus ## r.falcata identified cladoceran,,,count,,paleolimnology,,,N,r.falcata ## cladocera_plankt cladoceran index, ,,count,,paleolimnology,,,N,Total count of planktonic cladocera ## littoral-benthic cladoceran index, ,,count,,paleolimnology,,,N,Total count of littoral-benthic cladocera ## a.harpae% identified cladoceran,,,percent,,paleolimnology,,,N,a.harpae ## a.affinis% identified cladoceran,,,percent,,paleolimnology,,,N,a. affinis ## a.guttata% identified cladoceran,,,percent,,paleolimnology,,,N,a. guttata ## a.intermedia% identified cladoceran,,,percent,,paleolimnology,,,N,a. intermedia ## a.quadrangularis% identified cladoceran,,,percent,,paleolimnology,,,N,a. quadrangularis ## a.rustica% identified cladoceran,,,percent,,paleolimnology,,,N,a. rustica ## a.excisa% identified cladoceran,,,percent,,paleolimnology,,,N,a. excisa ## a.exigua% identified cladoceran,,,percent,,paleolimnology,,,N,a. exigua ## a.nana% identified cladoceran,,,percent,,paleolimnology,,,N,a. nana ## a.elongata% identified cladoceran,,,percent,,paleolimnology,,,N,a. elongata ## b.bosmina_long% identified cladoceran,,,percent,,paleolimnology,,,N,b. (bosmina) longirostris ## b.eubosmina_cf._long% identified cladoceran,,,percent,,paleolimnology,,,N,b.(eubosmina) cf. longispina ## c.cf.-sphaericus% identified cladoceran,,,percent,,paleolimnology,,,N,c. cf. sphaericus ## d.longispina% identified cladoceran,,,percent,,paleolimnology,,,N,d.longispina ## eurycercus-sp.% identified cladoceran,,,percent,,paleolimnology,,,N,eurycercus sp. ## l.kindtii% identified cladoceran,,,percent,,paleolimnology,,,N,l.kindtii ## m.dispar% identified cladoceran,,,percent,,paleolimnology,,,N,m. dispar ## p.pigra% identified cladoceran,,,percent,,paleolimnology,,,N,p.pigra ## p.truncatus% identified cladoceran,,,percent,,paleolimnology,,,N,p. truncatus ## r.falcata% identified cladoceran,,,percent,,paleolimnology,,,N,r.falcata ## plank/litt-benthic cladoceran index, ,,dimensionless,,paleolimnology,,,N,Ratio of planktonic to littoral-benthic cladocera ## ageMedian age,,,calendar year before present,,paleolimnology,,,N,Median of the age ensemble; created by geoChronR::mapEnsembleToPaleoData() # #------------------ # Data: # Data lines follow (have no #) # Data line format - tab-delimited text, variable short name as header) # Missing_Values: nan # depth a.harpae a.affinis a.guttata a.intermedia a.quadrangularis a.rustica a.excisa a.exigua a.nana a.elongata b.bosmina_long b.eubosmina_cf._long c.cf.-sphaericus d.longispina eurycercus-sp. l.kindtii m.dispar p.pigra p.truncatus r.falcata cladocera_plankt littoral-benthic a.harpae% a.affinis% a.guttata% a.intermedia% a.quadrangularis% a.rustica% a.excisa% a.exigua% a.nana% a.elongata% b.bosmina_long% b.eubosmina_cf._long% c.cf.-sphaericus% d.longispina% eurycercus-sp.% l.kindtii% m.dispar% p.pigra% p.truncatus% r.falcata% plank/litt-benthic ageMedian 3 1 2 3 0 1 0 0 0 2 0 12 197 1 0 0 2 0 0 0 0 95.48 4.52 0.45 0.9 1.36 0 0.45 0 0 0 0.9 0 5.43 89.14 0.45 0 0 0.9 0 0 0 0 21.124 -63.872204 7 0 2 3 0 1 0 0 0 0 0 8 217 2 0 0 0 0 0 0 0 96.57 3.43 0 0.86 1.29 0 0.43 0 0 0 0 0 3.43 93.13 0.86 0 0 0 0 0 0 0 28.155 -57.3537486910891 11 1 3 4 0 4 0 0 0 0 0 12 239 4 0 0 1 0 0 0 0 94.03 5.97 0.37 1.12 1.49 0 1.49 0 0 0 0 0 4.48 89.18 1.49 0 0 0.37 0 0 0 0 15.75 -50.3610857174257 15 0 2 1 0 1 0 0 0 0 0 11 212 1 0 0 1 0 0 0 0 97.82 2.18 0 0.87 0.44 0 0.44 0 0 0 0 0 4.8 92.58 0.44 0 0 0.44 0 0 0 0 44.872 -43.3636175081188 19 0 2 1 0 3 0 1 0 0 0 6 216 1 0 0 0 0 0 0 0 96.52 3.48 0 0.87 0.43 0 1.3 0 0.43 0 0 0 2.61 93.91 0.43 0 0 0 0 0 0 0 27.736 -36.9707955867327 23 0 2 0 0 2 0 0 0 0 0 0 226 2 0 0 2 0 0 0 0 97.44 2.56 0 0.85 0 0 0.85 0 0 0 0 0 0 96.58 0.85 0 0 0.85 0 0 0 0 38.062 -30.9150882851129 27 0 1 0 0 2 0 0 0 0 1 0 215 2 0 0 0 0 0 0 0 97.29 2.71 0 0.45 0 0 0.9 0 0 0 0 0.45 0 97.29 0.9 0 0 0 0 0 0 0 35.9 -22.8696843132674 31 0 7 1 0 0 0 0 0 0 2 4 227 1 0 1 0 0 0 0 0 94.67 5.33 0 2.87 0.41 0 0 0 0 0 0 0.82 1.64 93.03 0.41 0 0.41 0 0 0 0 0 17.762 -7.609165372277 35 3 7 1 0 2 0 1 0 0 3 0 265 3 0 0 0 0 0 0 0 92.04 7.96 1.04 2.42 0.35 0 0.69 0 0.35 0 0 1.04 0 91.7 1.04 0 0 0 0 0 0 0 11.563 11.8438821431684 39 3 5 1 0 0 0 0 0 0 2 0 242 1 0 0 0 0 0 0 0 94.53 5.47 1.17 1.95 0.39 0 0 0 0 0 0 0.78 0 94.53 0.39 0 0 0 0 0 0 0 17.282 33.8981086679209 43 2 7 1 0 0 0 1 0 2 2 0 217 0 0 3 0 0 0 0 0 91.95 8.05 0.85 2.97 0.42 0 0 0 0.42 0 0.85 0.85 0 91.95 0 0 1.27 0 0 0 0 0 11.422 85.0425123885153 47 3 8 0 0 0 0 0 0 2 3 0 216 2 0 2 0 0 0 0 0 91.14 8.86 1.27 3.38 0 0 0 0 0 0 0.84 1.27 0 91.14 0.84 0 0.84 0 0 0 0 0 10.287 186.170086494258 57 1 6 1 0 1 0 0 0 0 4 0 232 1 0 1 0 0 0 0 1 93.57 6.43 0.4 2.41 0.4 0 0.4 0 0 0 0 1.61 0 93.17 0.4 0 0.4 0 0 0 0 0.4 14.552 490.436633651485 71 2 4 0 0 2 0 1 0 3 2 0 223 2 0 3 0 0 0 0 0 91.39 8.61 0.82 1.64 0 0 0.82 0 0.41 0 1.23 0.82 0 91.39 0.82 0 1.23 0 0 0 0 0 10.614 867.788118190891 87 1 12 0 0 2 0 2 0 1 5 0 238 3 0 1 1 0 2 0 0 89.18 10.82 0.37 4.48 0 0 0.75 0 0.75 0 0.37 1.87 0 88.81 1.12 0 0.37 0.37 0 0.75 0 0 8.242 1103.92273433346 103 3 11 1 0 4 0 1 0 2 2 0 238 1 0 2 0 0 0 0 1 88.89 11.11 1.11 4.07 0.37 0 1.48 0 0.37 0 0.74 0.74 0 88.15 0.37 0 0.74 0 0 0 0 0.37 8.001 1309.75145430812 119 4 7 0 0 0 0 0 0 2 2 0 228 2 0 2 0 0 0 0 0 91.6 8.4 1.6 2.8 0 0 0 0 0 0 0.8 0.8 0 91.2 0.8 0 0.8 0 0 0 0 0 10.905 1585.85824265431 135 4 7 0 0 2 1 0 0 2 4 0 224 1 0 3 0 0 2 0 0 89.68 10.32 1.59 2.78 0 0 0.79 0.4 0 0 0.79 1.59 0 88.89 0.4 0 1.19 0 0 0.79 0 0 8.69 1860.9982801806 151 3 9 1 0 2 0 1 0 4 1 0 239 1 0 2 0 0 3 0 0 88.85 11.15 1.12 3.35 0.37 0 0.74 0 0.37 0 1.49 0.37 0 88.85 0.37 0 0.74 0 0 1.12 0 0 7.969 2152.93263592475 167 4 9 1 0 5 0 1 1 3 3 0 258 2 0 1 0 0 2 0 2 88.05 11.95 1.37 3.07 0.34 0 1.71 0 0.34 0.34 1.02 1.02 0 88.05 0.68 0 0.34 0 0 0.68 0 0.68 7.368 2421.37622235643 181 4 9 2 0 2 0 1 0 1 4 0 225 1 0 5 0 0 2 0 1 87.21 12.79 1.55 3.49 0.78 0 0.78 0 0.39 0 0.39 1.55 0 87.21 0.39 0 1.94 0 0 0.78 0 0.39 6.819 2664.56539725783 197 2 8 1 0 2 0 2 1 4 4 0 231 1 0 4 0 0 1 0 0 87.17 12.83 0.75 3.02 0.38 0 0.75 0 0.75 0.38 1.51 1.51 0 87.17 0.38 0 1.51 0 0 0.38 0 0 6.794 2949.34061924039 213 2 7 0 0 3 0 2 1 3 5 0 226 2 0 1 0 0 1 0 1 88.63 11.37 0.78 2.75 0 0 1.18 0 0.78 0.39 1.18 1.96 0 88.63 0.78 0 0.39 0 0 0.39 0 0.39 7.795 3244.38969523208 229 2 13 1 0 5 0 1 0 3 3 0 239 4 0 2 0 0 3 0 0 86.28 13.72 0.72 4.69 0.36 0 1.81 0 0.36 0 1.08 1.08 0 86.28 1.44 0 0.72 0 0 1.08 0 0 6.289 3690.27772289189 245 5 13 2 0 6 1 0 1 3 1 0 224 1 0 2 0 0 2 0 0 85.55 14.45 1.9 4.94 0.76 0 2.28 0.38 0 0.38 1.14 0.38 0 85.17 0.38 0 0.76 0 0 0.76 0 0 5.92 4130.41214329584 259 4 5 6 3 5 0 1 0 6 8 0 209 1 0 3 0 0 4 0 0 81.54 18.46 1.54 1.92 2.31 1.15 1.92 0 0.38 0 2.31 3.08 0 80.38 0.38 0 1.15 0 0 1.54 0 0 4.417 4572.2505542293 273 5 11 3 1 7 0 0 1 2 4 0 225 1 0 1 0 0 2 0 0 84.91 15.09 1.89 4.15 1.13 0.38 2.64 0 0 0.38 0.75 1.51 0 84.91 0.38 0 0.38 0 0 0.75 0 0 5.627 4889.22718618219 287 2 11 2 0 5 0 2 1 5 2 0 238 4 1 3 0 0 3 0 0 85.05 14.95 0.71 3.91 0.71 0 1.78 0 0.71 0.36 1.78 0.71 0 84.7 1.42 0.36 1.07 0 0 1.07 0 0 5.689 5170.25677836832 303 7 14 2 2 6 1 2 0 7 6 0 198 1 4 4 0 0 3 0 1 78.08 21.92 2.69 5.38 0.77 0.77 2.31 0.38 0.77 0 2.69 2.31 0 76.15 0.38 1.54 1.54 0 0 1.15 0 0.38 3.562 5479.72468972831 319 3 11 2 2 6 0 1 2 9 6 0 197 1 1 2 0 0 6 0 1 78.66 21.34 1.19 4.35 0.79 0.79 2.37 0 0.4 0.79 3.56 2.37 0 77.87 0.4 0.4 0.79 0 0 2.37 0 0.4 3.686 5823.5771744907 335 5 10 1 1 4 0 1 0 3 6 0 220 2 0 2 0 0 4 0 1 84.35 15.65 1.91 3.82 0.38 0.38 1.53 0 0.38 0 1.15 2.29 0 83.97 0.76 0 0.76 0 0 1.53 0 0.38 5.39 6125.97720499921 351 4 13 3 5 4 0 5 1 11 4 0 223 3 0 8 0 0 6 0 0 76.53 23.47 1.36 4.42 1.02 1.7 1.36 0 1.7 0.34 3.74 1.36 0 75.85 1.02 0 2.72 0 0 2.04 0 0 3.261 6496.15034335235 367 2 7 2 2 7 0 1 0 2 3 0 200 1 0 3 0 0 8 1 2 82.11 17.89 0.81 2.85 0.81 0.81 2.85 0 0.41 0 0.81 1.22 0 81.3 0.41 0 1.22 0 0 3.25 0.41 0.81 4.59 6816.9934463802 383 3 12 2 4 7 0 1 0 7 4 0 219 5 0 3 0 0 4 0 0 80.22 19.78 1.1 4.4 0.73 1.47 2.56 0 0.37 0 2.56 1.47 0 80.22 1.83 0 1.1 0 0 1.47 0 0 4.056 7252.57560132 397 2 10 1 8 5 0 3 0 7 4 0 210 4 0 2 0 2 6 0 1 79.03 20.97 0.75 3.75 0.37 3 1.87 0 1.12 0 2.62 1.5 0 78.65 1.5 0 0.75 0 0.75 2.25 0 0.37 3.769 7613.64232062851 413 1 31 0 1 7 0 0 0 6 5 0 187 3 0 3 0 0 3 0 0 75.5 24.5 0.4 12.45 0 0.4 2.81 0 0 0 2.41 2.01 0 75.1 1.2 0 1.2 0 0 1.2 0 0 3.082 8135.02761665823 429 6 30 3 2 12 0 1 0 5 2 0 181 1 0 1 0 0 4 0 1 72.51 27.49 2.39 11.95 1.2 0.8 4.78 0 0.4 0 1.99 0.8 0 72.11 0.4 0 0.4 0 0 1.59 0 0.4 2.638 8392.0682145808 443 4 9 0 1 10 0 1 0 5 2 0 210 0 0 3 0 0 3 0 0 83.67 16.33 1.59 3.59 0 0.4 3.98 0 0.4 0 1.99 0.8 0 83.67 0 0 1.2 0 0 1.2 0 0 5.124 8791.49132246059 459 2 27 2 8 12 0 0 0 7 4 0 212 2 1 5 0 0 3 0 0 74.22 25.78 0.7 9.41 0.7 2.79 4.18 0 0 0 2.44 1.39 0 73.87 0.7 0.35 1.74 0 0 1.05 0 0 2.879 9148.38511395486 473 2 24 1 9 18 0 0 1 9 2 0 160 4 3 5 0 0 5 0 1 66.13 33.87 0.81 9.68 0.4 3.63 7.26 0 0 0.4 3.63 0.81 0 64.52 1.61 1.21 2.02 0 0 2.02 0 0.4 1.952 9561.86427348674 489 3 54 2 7 24 0 0 0 11 4 0 113 4 3 6 0 0 3 0 2 48.54 51.46 1.26 22.59 0.84 2.93 10.04 0 0 0 4.6 1.67 0 47.28 1.67 1.26 2.51 0 0 1.26 0 0.84 0.943 10017.8756372753 501 4 31 1 4 19 0 0 0 11 4 0 166 3 2 2 0 0 9 0 0 65.12 34.88 1.55 12.02 0.39 1.55 7.36 0 0 0 4.26 1.55 0 64.34 1.16 0.78 0.78 0 0 3.49 0 0 1.867 10459.4053122281 507 4 40 1 9 9 0 0 0 19 9 0 151 12 0 7 0 1 3 0 0 56.34 43.66 1.49 14.93 0.37 3.36 3.36 0 0 0 7.09 3.36 0 56.34 4.48 0 2.61 0 0.37 1.12 0 0 1.29 10754.6781368757