# Global Holocene Paleodust Database #----------------------------------------------------------------------- # World Data Service for Paleoclimatology, Boulder # and # NOAA Paleoclimatology Program # National Centers for Environmental Information (NCEI) #----------------------------------------------------------------------- # Template Version 2.0 # 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/20529 # Online_Resource: http://www1.ncdc.noaa.gov/pub/data/paleo/loess/albani2015/albani2015vostok-mar.txt # # Original_Source_URL: # # Description/Documentation lines begin with # # Data lines have no # # # Archive: Loess # # Parameter_Keywords: #-------------------- # Contribution_Date # Date: 2016-09-16 #-------------------- # Title # Study_Name: Global Holocene Paleodust Database #-------------------- # Investigators # Investigators: Albani, S.; Mahowald, N.M.; Winckler, G.; Anderson, R.F.; Bradtmiller, L.I.; Delmonte, B.; François, R.; Goman, M.; Heavens, N.G.; Hesse, P.P; Hovan, S.A.; Kang, S.G.; Kohfeld, K.E.; Lu, H.; Maggi, V.; Mason, J.A.; Mayewski, P.A.; McGee, D.; Miao, X.; Otto-Bliesner, B.L.; Perry, A.T.; Pourmand, A.; Roberts, H.M.; Rosenbloom, N.; Stevens, T.; Sun, J. #-------------------- # Description_and_Notes # Description: Mineral dust data (dust mass accumulation rates and particle grain size distributions) derived from a global set of 45 # ice core, marine sediment, loess-paleosol, lake sediment, and peat bog records. # Provided Keywords: Dust Mass Accumulation Rate (DMAR), grain size #-------------------- # Publication # Authors: S. Albani, N.M. Mahowald, G. Winckler, R.F. Anderson, L.I. Bradtmiller, B. Delmonte, R. François, M. Goman, N.G. Heavens, P.P. Hesse, S.A. Hovan, S.G. Kang, K.E. Kohfeld, H. Lu, V. Maggi, J.A. Mason, P.A. Mayewski, D. McGee, X. Miao, B.L. Otto-Bliesner, A.T. Perry, A. Pourmand, H.M. Roberts, N. Rosenbloom, T. Stevens, and J. Sun # Published_Date_or_Year: 2015-06-11 # Published_Title: Twelve thousand years of dust: the Holocene global dust cycle constrained by natural archives # Journal_Name: Climate of the Past # Volume: 11 # Edition: # Issue: 6 # Pages: 869-903 # Report_Number: # DOI: 10.5194/cp-11-869-2015 # Online_Resource: http://www.clim-past.net/11/869/2015/cp-11-869-2015.html # Full_Citation: # Abstract: Mineral dust plays an important role in the climate system by interacting with radiation, clouds, and biogeochemical cycles. In addition, natural archives show that the dust cycle experienced variability in the past in response to global and local climate change. The compilation of the DIRTMAP (Dust Indicators and Records from Terrestrial and MArine Palaeoenvironments) paleodust data sets in the last 2 decades provided a benchmark for paleoclimate models that include the dust cycle, following a time slice approach. We propose an innovative framework to organize a paleodust data set that builds on the positive experience of DIRTMAP and takes into account new scientific challenges by providing a concise and accessible data set of temporally resolved records of dust mass accumulation rates and particle grain size distributions. We consider data from ice cores, marine sediments, loess-paleosol sequences, lake sediments, and peat bogs for this compilation, with a temporal focus on the Holocene period. This global compilation allows the investigation of the potential, uncertainties, and confidence level of dust mass accumulation rate reconstructions and highlights the importance of dust particle size information for accurate and quantitative reconstructions of the dust cycle. After applying criteria that help to establish that the data considered represent changes in dust deposition, 45 paleodust records have been identified, with the highest density of dust deposition data occurring in the North Atlantic region. Although the temporal evolution of dust in the North Atlantic appears consistent across several cores and suggests that minimum dust fluxes are likely observed during the early to mid-Holocene period (6000-8000 years ago), the magnitude of dust fluxes in these observations is not fully consistent, suggesting that more work needs to be done to synthesize data sets for the Holocene. Based on the data compilation, we used the Community Earth System Model to estimate the mass balance of and variability in the global dust cycle during the Holocene, with dust loads ranging from 17.2 to 20.8 Tg between 2000 and 10 000 years ago and with a minimum in the early to mid-Holocene (6000-8000 years ago). #------------------ # Funding_Agency # Funding_Agency_Name: US National Science Foundation # Grant: 0932946, 1003509, AGS-1003505 #------------------ # Funding_Agency # Funding_Agency_Name: US Department of Energy # Grant: SC00006735 #------------------ # Funding_Agency # Funding_Agency_Name: Dote ricercatori # Grant: FSE, Regione Lombardia #------------------ # Site_Information # Site_Name: Vostok-BH7 # Location: Antarctica # Country: # Northernmost_Latitude: -78.47 # Southernmost_Latitude: -78.47 # Easternmost_Longitude: 106.8 # Westernmost_Longitude: 106.8 # Elevation: 3488 m #------------------ # Data_Collection # Collection_Name: Albani2015Vostok-MAR # Earliest_Year: 10080 # Most_Recent_Year: 3640 # Time_Unit: Cal. Year BP # Core_Length: m # Notes: #------------------ # Chronology_Information # Chronology: # #---------------- # Variables # # Data variables follow are preceded by "##" in columns one and two. # Data line variables format: Variables list, one per line, shortname-tab-longname-tab-longname components (9 components: what, material, error, units, seasonality, archive, detail, method, C or N for Character or Numeric data) # ## age_calkaBP age, , , calendar Kyears before present, , , , ,N ## dustMAR dust mass accumulation rate, , , g/m2/a, , , , ,N ## age_err age error, , , calendar Kyears, , , , ,N ## dustMARerr dust mass accumulation rate error, , , g/m2/a, , , , ,N ## depth_top depth top, , , cm, , , , ,N ## depth_bot depth bottom, , , cm, , , , ,N ## depth_cm depth center, , , cm, , , , ,N ## age_top age top, , , calendar Kyears before present, , , , ,N ## age_bot age bottom, , , calendar Kyears before present, , , , ,N ## age_calkaBP age center, , , calendar Kyears before present, , , , ,N ## SBMAR Sediment bulk mass accumulation rate, , , g/m2/a, , , , ,N ## SBMARerr Sediment bulk mass accumulation rate relative error, , , g/m2/a, , , , ,N ## SDBD Sediment dry bulk density, , , g/cm3, , , , ,N ## SDBDerr Sediment dry bulk density relative error, , , g/cm3, , , , ,N ## SR Sedimentation Rate, , , cm/ka, , , , ,N ## SRerr Sedimentation Rate relative error, , , cm/ka, , , , ,N ## EC Eolian Content, , , , , , fraction, ,N ## ECppm Eolian Content, , , ppm, , , fraction, ,N ## ECerr Eolian Content relative error, , , cm/ka, , , , ,N # #---------------- # Data: # Data lines follow (have no #) # Data line format - tab-delimited text, variable short name as header # Missing Values: NA # age_calkaBP dustMAR age_err dustMARerr depth_top depth_bot depth_cm age_top age_bot age_calkaBP SBMAR SBMARerr SDBD SDBDerr SR SRerr EC ECppm ECerr 3.64 0.00029 0.73 6e-05 10477.5 10484.5 10481 NA NA 3.64 0.023 0.2 NA NA NA NA NA 0.013 0.09 3.67 0.00027 0.73 6e-05 10548.5 10555.5 10552 NA NA 3.67 0.023 0.2 NA NA NA NA NA 0.012 0.08 3.72 0.00014 0.78 3e-05 10661.5 10668.5 10665 NA NA 3.72 0.022 0.21 NA NA NA NA NA 0.006 0.11 3.77 0.00036 0.79 8e-05 10771.5 10778.5 10775 NA NA 3.77 0.022 0.21 NA NA NA NA NA 0.016 0.09 3.84 0.00029 0.84 7e-05 10922.5 10929.5 10926 NA NA 3.84 0.0216 0.22 NA NA NA NA NA 0.013 0.07 3.91 0.00046 0.86 0.00011 11064.5 11071.5 11068 NA NA 3.91 0.0215 0.22 NA NA NA NA NA 0.021 0.07 3.95 0.00018 0.87 4e-05 11156.5 11163.5 11160 NA NA 3.95 0.0215 0.22 NA NA NA NA NA 0.008 0.08 4 0.00031 0.88 7e-05 11251.5 11258.5 11255 NA NA 4 0.0209 0.22 NA NA NA NA NA 0.015 0.09 4.03 0.00037 0.88 9e-05 11310.5 11317.5 11314 NA NA 4.03 0.0209 0.22 NA NA NA NA NA 0.018 0.08 4.1 0.00016 0.87 4e-05 11463.5 11470.5 11467 NA NA 4.1 0.0206 0.21 NA NA NA NA NA 0.008 0.07 4.13 0.00062 0.87 0.00013 11517.5 11524.5 11521 NA NA 4.13 0.0206 0.21 NA NA NA NA NA 0.03 0.05 4.22 0.00054 0.84 0.00011 11709.5 11716.5 11713 NA NA 4.22 0.0214 0.2 NA NA NA NA NA 0.025 0.06 4.25 0.00043 0.84 9e-05 11772.5 11779.5 11776 NA NA 4.25 0.0214 0.2 NA NA NA NA NA 0.02 0.08 4.32 0.00076 0.79 0.00014 11919.5 11926.5 11923 NA NA 4.32 0.0234 0.18 NA NA NA NA NA 0.033 0.05 4.35 0.00082 0.79 0.00015 11972.5 11979.5 11976 NA NA 4.35 0.0234 0.18 NA NA NA NA NA 0.035 0.04 4.42 0.00045 0.77 8e-05 12144.5 12151.5 12148 NA NA 4.42 0.0244 0.17 NA NA NA NA NA 0.018 0.06 4.45 3e-04 0.79 6e-05 12204.5 12211.5 12208 NA NA 4.45 0.0243 0.18 NA NA NA NA NA 0.012 0.07 4.49 0.00034 0.8 7e-05 12304.5 12311.5 12308 NA NA 4.49 0.0243 0.18 NA NA NA NA NA 0.014 0.08 4.53 0.00013 0.84 3e-05 12404.5 12411.5 12408 NA NA 4.53 0.0232 0.19 NA NA NA NA NA 0.005 0.08 4.63 0.00027 0.85 5e-05 12626.5 12633.5 12630 NA NA 4.63 0.0216 0.18 NA NA NA NA NA 0.012 0.07 4.69 0.00018 0.86 4e-05 12753.5 12760.5 12757 NA NA 4.69 0.0216 0.18 NA NA NA NA NA 0.008 0.09 4.71 0.00041 0.83 8e-05 12805.5 12812.5 12809 NA NA 4.71 0.0218 0.18 NA NA NA NA NA 0.019 0.07 4.78 0.00018 0.85 4e-05 12946.5 12953.5 12950 NA NA 4.78 0.0218 0.18 NA NA NA NA NA 0.008 0.09 4.81 2e-04 0.86 4e-05 13004.5 13011.5 13008 NA NA 4.81 0.0216 0.18 NA NA NA NA NA 0.009 0.07 4.9 0.00029 0.87 6e-05 13192.5 13199.5 13196 NA NA 4.9 0.0216 0.18 NA NA NA NA NA 0.014 0.09 4.92 0.00036 0.85 7e-05 13241.5 13248.5 13245 NA NA 4.92 0.0211 0.17 NA NA NA NA NA 0.017 0.06 4.97 0.00021 0.86 4e-05 13341.5 13348.5 13345 NA NA 4.97 0.0211 0.17 NA NA NA NA NA 0.01 0.07 5.02 0.00038 0.81 7e-05 13441.5 13448.5 13445 NA NA 5.02 0.022 0.16 NA NA NA NA NA 0.017 0.07 5.1 0.00012 0.79 2e-05 13598.5 13605.5 13602 NA NA 5.1 0.0222 0.16 NA NA NA NA NA 0.006 0.09 5.17 0.00082 0.8 0.00013 13738.5 13745.5 13742 NA NA 5.17 0.0222 0.16 NA NA NA NA NA 0.037 0.05 5.17 0.00048 0.8 8e-05 13744.5 13751.5 13748 NA NA 5.17 0.0222 0.16 NA NA NA NA NA 0.022 0.06 5.22 0.00043 0.78 7e-05 13844.5 13851.5 13848 NA NA 5.22 0.0223 0.15 NA NA NA NA NA 0.019 0.08 5.31 0.00067 0.77 1e-04 14028.5 14035.5 14032 NA NA 5.31 0.0228 0.15 NA NA NA NA NA 0.029 0.04 5.34 0.00044 0.78 7e-05 14092.5 14099.5 14096 NA NA 5.34 0.0228 0.15 NA NA NA NA NA 0.019 0.08 5.36 0.00044 0.78 7e-05 14144.5 14151.5 14148 NA NA 5.36 0.0228 0.15 NA NA NA NA NA 0.019 0.07 5.41 0.00037 0.77 6e-05 14251.5 14258.5 14255 NA NA 5.41 0.023 0.14 NA NA NA NA NA 0.016 0.08 5.45 0.00017 0.78 3e-05 14344.5 14351.5 14348 NA NA 5.45 0.023 0.14 NA NA NA NA NA 0.007 0.1 5.5 0.00026 0.77 4e-05 14444.5 14451.5 14448 NA NA 5.5 0.0227 0.14 NA NA NA NA NA 0.011 0.07 5.55 0.00124 0.78 0.00018 14544.5 14551.5 14548 NA NA 5.55 0.0227 0.14 NA NA NA NA NA 0.055 0.05 5.59 3e-04 0.77 5e-05 14645.5 14652.5 14649 NA NA 5.59 0.0224 0.14 NA NA NA NA NA 0.013 0.07 5.67 0.00053 0.77 8e-05 14796.5 14803.5 14800 NA NA 5.67 0.0222 0.14 NA NA NA NA NA 0.024 0.07 5.69 0.00038 0.77 6e-05 14844.5 14851.5 14848 NA NA 5.69 0.0222 0.14 NA NA NA NA NA 0.017 0.06 5.76 0.00034 0.78 5e-05 14988.5 14995.5 14992 NA NA 5.76 0.0222 0.14 NA NA NA NA NA 0.016 0.05 5.81 0.00013 0.77 2e-05 15086.5 15093.5 15090 NA NA 5.81 0.0222 0.13 NA NA NA NA NA 0.006 0.09 5.86 0.00028 0.77 4e-05 15196.5 15203.5 15200 NA NA 5.86 0.0225 0.13 NA NA NA NA NA 0.012 0.06 5.88 5e-04 0.78 7e-05 15240.5 15247.5 15244 NA NA 5.88 0.0225 0.13 NA NA NA NA NA 0.022 0.06 5.95 0.00035 0.78 5e-05 15376.5 15383.5 15380 NA NA 5.95 0.0225 0.13 NA NA NA NA NA 0.015 0.06 5.98 0.00024 0.79 4e-05 15456.5 15463.5 15460 NA NA 5.98 0.0221 0.13 NA NA NA NA NA 0.011 0.08 6.04 0.00037 0.79 6e-05 15569.5 15576.5 15573 NA NA 6.04 0.0221 0.13 NA NA NA NA NA 0.017 0.08 6.09 0.00024 0.78 4e-05 15676.5 15683.5 15680 NA NA 6.09 0.022 0.13 NA NA NA NA NA 0.011 0.08 6.14 0.00076 0.79 0.00011 15785 15792 15788.5 NA NA 6.14 0.022 0.13 NA NA NA NA NA 0.035 0.06 6.17 0.00045 0.78 6e-05 15840 15847 15843.5 NA NA 6.17 0.0224 0.13 NA NA NA NA NA 0.02 0.05 6.22 0.00045 0.78 6e-05 15940.5 15947.5 15944 NA NA 6.22 0.0224 0.13 NA NA NA NA NA 0.02 0.05 6.29 0.00033 0.8 5e-05 16089 16096 16092.5 NA NA 6.29 0.0222 0.13 NA NA NA NA NA 0.015 0.08 6.35 0.00029 0.82 4e-05 16209 16216 16212.5 NA NA 6.35 0.0212 0.13 NA NA NA NA NA 0.014 0.07 6.36 0.00027 0.82 4e-05 16237.5 16244.5 16241 NA NA 6.36 0.0212 0.13 NA NA NA NA NA 0.013 0.08 6.41 0.00084 0.82 0.00012 16337 16344 16340.5 NA NA 6.41 0.0212 0.13 NA NA NA NA NA 0.04 0.06 6.46 0.00023 0.79 3e-05 16434.5 16441.5 16438 NA NA 6.46 0.0209 0.12 NA NA NA NA NA 0.011 0.06 6.54 0.00019 0.8 3e-05 16573 16580 16576.5 NA NA 6.54 0.0209 0.12 NA NA NA NA NA 0.009 0.09 6.57 6e-04 0.76 8e-05 16634.5 16641.5 16638 NA NA 6.57 0.0219 0.12 NA NA NA NA NA 0.027 0.06 6.65 4e-04 0.76 5e-05 16787.5 16794.5 16791 NA NA 6.65 0.0219 0.12 NA NA NA NA NA 0.018 0.07 6.67 0.00059 0.77 8e-05 16834.5 16841.5 16838 NA NA 6.67 0.0223 0.12 NA NA NA NA NA 0.026 0.07 6.74 0.00047 0.78 6e-05 16988.5 16995.5 16992 NA NA 6.74 0.0223 0.12 NA NA NA NA NA 0.021 0.05 6.77 0.00016 0.81 2e-05 17039.5 17046.5 17043 NA NA 6.77 0.0215 0.12 NA NA NA NA NA 0.008 0.09 6.82 0.00027 0.81 4e-05 17139.5 17146.5 17143 NA NA 6.82 0.0215 0.12 NA NA NA NA NA 0.012 0.06 6.87 0.00034 0.81 5e-05 17239.5 17246.5 17243 NA NA 6.87 0.0208 0.12 NA NA NA NA NA 0.016 0.09 6.94 0.00031 0.82 4e-05 17375 17382 17378.5 NA NA 6.94 0.0208 0.12 NA NA NA NA NA 0.015 0.06 6.98 0.00023 0.82 3e-05 17449 17456 17452.5 NA NA 6.98 0.021 0.12 NA NA NA NA NA 0.011 0.07 7.03 0.00038 0.83 5e-05 17556.5 17563.5 17560 NA NA 7.03 0.021 0.12 NA NA NA NA NA 0.018 0.05 7.07 0.00046 0.83 6e-05 17630.5 17637.5 17634 NA NA 7.07 0.0209 0.12 NA NA NA NA NA 0.022 0.05 7.14 0.00034 0.84 4e-05 17765.5 17772.5 17769 NA NA 7.14 0.0209 0.12 NA NA NA NA NA 0.016 0.05 7.18 0.00059 0.8 7e-05 17827.5 17834.5 17831 NA NA 7.18 0.0216 0.11 NA NA NA NA NA 0.027 0.04 7.23 0.00028 0.81 4e-05 17927.5 17934.5 17931 NA NA 7.23 0.0216 0.11 NA NA NA NA NA 0.013 0.09 7.29 0.00016 0.78 2e-05 18052.5 18059.5 18056 NA NA 7.29 0.0223 0.11 NA NA NA NA NA 0.007 0.07 7.31 4e-04 0.78 5e-05 18093.5 18100.5 18097 NA NA 7.31 0.0223 0.11 NA NA NA NA NA 0.018 0.06 7.38 0.00036 0.79 4e-05 18232.5 18239.5 18236 NA NA 7.38 0.0217 0.11 NA NA NA NA NA 0.017 0.03 7.42 0.00029 0.8 4e-05 18315.5 18322.5 18319 NA NA 7.42 0.0217 0.11 NA NA NA NA NA 0.013 0.08 7.47 0.00038 0.79 5e-05 18411.5 18418.5 18415 NA NA 7.47 0.0219 0.11 NA NA NA NA NA 0.017 0.07 7.51 0.00041 0.79 5e-05 18492.5 18499.5 18496 NA NA 7.51 0.0219 0.11 NA NA NA NA NA 0.019 0.05 7.6 0.00068 0.77 7e-05 18666.5 18673.5 18670 NA NA 7.6 0.0227 0.1 NA NA NA NA NA 0.03 0.04 7.67 0.00088 0.78 1e-04 18806.5 18813.5 18810 NA NA 7.67 0.0227 0.1 NA NA NA NA NA 0.039 0.04 7.69 0.00037 0.78 5e-05 18851.5 18858.5 18855 NA NA 7.69 0.0227 0.1 NA NA NA NA NA 0.016 0.08 7.78 0.00048 0.83 6e-05 19026.5 19033.5 19030 NA NA 7.78 0.0219 0.11 NA NA NA NA NA 0.022 0.05 7.79 7e-04 0.83 8e-05 19053.5 19060.5 19057 NA NA 7.79 0.0219 0.11 NA NA NA NA NA 0.032 0.04 7.86 0.00078 0.83 9e-05 19195.5 19202.5 19199 NA NA 7.86 0.0219 0.11 NA NA NA NA NA 0.036 0.05 7.88 0.00072 0.87 9e-05 19241.5 19248.5 19245 NA NA 7.88 0.0211 0.11 NA NA NA NA NA 0.034 0.05 7.93 0.00032 0.87 5e-05 19335.5 19342.5 19339 NA NA 7.93 0.0211 0.11 NA NA NA NA NA 0.015 0.09 7.98 0.00019 0.88 3e-05 19435.5 19442.5 19439 NA NA 7.98 0.0212 0.11 NA NA NA NA NA 0.009 0.08 8.04 0.00037 0.89 5e-05 19535.5 19542.5 19539 NA NA 8.04 0.0212 0.11 NA NA NA NA NA 0.017 0.06 8.09 0.00066 0.87 9e-05 19633.5 19640.5 19637 NA NA 8.09 0.0218 0.11 NA NA NA NA NA 0.03 0.07 8.17 0.00048 0.88 6e-05 19787.5 19794.5 19791 NA NA 8.17 0.0218 0.11 NA NA NA NA NA 0.022 0.07 8.2 0.00051 0.83 6e-05 19844.5 19851.5 19848 NA NA 8.2 0.0237 0.1 NA NA NA NA NA 0.022 0.06 8.27 0.00052 0.84 6e-05 19995.5 20002.5 19999 NA NA 8.27 0.0237 0.1 NA NA NA NA NA 0.022 0.06 8.31 0.00044 0.83 5e-05 20077.5 20084.5 20081 NA NA 8.31 0.0231 0.1 NA NA NA NA NA 0.019 0.07 8.36 0.00057 0.84 7e-05 20196.5 20203.5 20200 NA NA 8.36 0.0214 0.1 NA NA NA NA NA 0.027 0.06 8.39 0.00042 0.85 5e-05 20257.5 20264.5 20261 NA NA 8.39 0.0214 0.1 NA NA NA NA NA 0.019 0.07 8.44 0.00034 0.85 5e-05 20343.5 20350.5 20347 NA NA 8.44 0.0214 0.1 NA NA NA NA NA 0.016 0.09 8.51 0.00033 0.84 4e-05 20473.5 20480.5 20477 NA NA 8.51 0.0218 0.1 NA NA NA NA NA 0.015 0.07 8.55 0.00063 0.84 7e-05 20561.5 20568.5 20565 NA NA 8.55 0.0218 0.1 NA NA NA NA NA 0.029 0.05 8.58 0.00085 0.82 9e-05 20611.5 20618.5 20615 NA NA 8.58 0.0216 0.1 NA NA NA NA NA 0.039 0.05 8.64 0.00029 0.83 3e-05 20742.5 20749.5 20746 NA NA 8.64 0.0216 0.1 NA NA NA NA NA 0.014 0.07 8.7 4e-04 0.81 5e-05 20855.5 20862.5 20859 NA NA 8.7 0.0214 0.09 NA NA NA NA NA 0.019 0.08 8.76 0.00034 0.81 4e-05 20972.5 20979.5 20976 NA NA 8.76 0.0214 0.09 NA NA NA NA NA 0.016 0.06 8.79 0.00067 0.81 7e-05 21021.5 21028.5 21025 NA NA 8.79 0.0222 0.09 NA NA NA NA NA 0.03 0.05 8.85 0.00025 0.81 3e-05 21137.5 21144.5 21141 NA NA 8.85 0.0222 0.09 NA NA NA NA NA 0.011 0.09 8.94 4e-04 0.85 5e-05 21313.5 21320.5 21317 NA NA 8.94 0.0222 0.09 NA NA NA NA NA 0.018 0.07 8.99 0.00106 0.88 0.00011 21426.5 21433.5 21430 NA NA 8.99 0.0214 0.1 NA NA NA NA NA 0.05 0.04 9.04 0.00023 0.88 3e-05 21506.5 21513.5 21510 NA NA 9.04 0.0214 0.1 NA NA NA NA NA 0.011 0.1 9.09 0.00051 0.88 6e-05 21606.5 21613.5 21610 NA NA 9.09 0.0217 0.1 NA NA NA NA NA 0.024 0.05 9.14 0.00026 0.89 3e-05 21709.5 21716.5 21713 NA NA 9.14 0.0217 0.1 NA NA NA NA NA 0.012 0.07 9.2 0.00031 0.85 4e-05 21816.5 21823.5 21820 NA NA 9.2 0.0218 0.09 NA NA NA NA NA 0.014 0.1 9.2 0.00039 0.85 4e-05 21827.5 21834.5 21831 NA NA 9.2 0.0218 0.09 NA NA NA NA NA 0.018 0.06 9.31 0.00073 0.83 8e-05 22028.5 22035.5 22032 NA NA 9.31 0.0223 0.09 NA NA NA NA NA 0.033 0.07 9.38 0.00026 0.83 3e-05 22170.5 22177.5 22174 NA NA 9.38 0.0223 0.09 NA NA NA NA NA 0.012 0.09 9.4 0.00061 0.81 6e-05 22218.5 22225.5 22222 NA NA 9.4 0.0227 0.09 NA NA NA NA NA 0.027 0.05 9.45 0.00031 0.82 3e-05 22314 22321 22317.5 NA NA 9.45 0.0227 0.09 NA NA NA NA NA 0.014 0.06 9.53 0.00062 0.8 6e-05 22470.5 22477.5 22474 NA NA 9.53 0.0219 0.08 NA NA NA NA NA 0.028 0.05 9.59 0.00061 0.81 7e-05 22593.5 22600.5 22597 NA NA 9.59 0.0219 0.08 NA NA NA NA NA 0.028 0.07 9.62 0.00081 0.79 9e-05 22652.5 22659.5 22656 NA NA 9.62 0.022 0.08 NA NA NA NA NA 0.037 0.07 9.7 0.00048 0.8 4e-05 22802.5 22809.5 22806 NA NA 9.7 0.0232 0.08 NA NA NA NA NA 0.021 0.04 9.8 0.00056 0.83 5e-05 23003.5 23010.5 23007 NA NA 9.8 0.0228 0.08 NA NA NA NA NA 0.025 0.04 9.95 0.00031 0.85 3e-05 23304.5 23311.5 23308 NA NA 9.95 0.0216 0.09 NA NA NA NA NA 0.014 0.05 9.97 0.00033 0.85 4e-05 23356.5 23363.5 23360 NA NA 9.97 0.0216 0.09 NA NA NA NA NA 0.015 0.08 10.06 0.00026 0.83 3e-05 23531.5 23538.5 23535 NA NA 10.06 0.0219 0.08 NA NA NA NA NA 0.012 0.08 10.08 3e-04 0.83 4e-05 23560.5 23567.5 23564 NA NA 10.08 0.0219 0.08 NA NA NA NA NA 0.014 0.09