This page was generated from docs/Examples/Feldspar_Thermobarometry/Two_Feldspar_All_Possible_Pairs.ipynb. Interactive online version: .
Two Feldspar thermometry
First, we consider analyses of touching Kspar-Plag pairs
Then we consider the situation common in lavas where you have a lot of individual Plag-Kspar crystals, and you want to assess all possible combinations from a single sample or deposit
You can download the excel spreadsheet this reads from here: https://github.com/PennyWieser/Thermobar/blob/main/docs/Examples/Feldspar_Thermobarometry/Two_Feldspar_input.xlsx
You need to install Thermobar once on your machine, if you haven’t done this yet, uncomment the line below (remove the #)
[1]:
#!pip install Thermobar
Import python things and set plotting parameters
[2]:
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import Thermobar as pt
pd.options.display.max_columns = None
# This sets some plotting things
plt.rcParams["font.family"] = 'arial'
plt.rcParams["font.size"] =12
plt.rcParams["mathtext.default"] = "regular"
plt.rcParams["mathtext.fontset"] = "dejavusans"
plt.rcParams['patch.linewidth'] = 1
plt.rcParams['axes.linewidth'] = 1
plt.rcParams["xtick.direction"] = "in"
plt.rcParams["ytick.direction"] = "in"
plt.rcParams["ytick.direction"] = "in"
plt.rcParams["xtick.major.size"] = 6 # Sets length of ticks
plt.rcParams["ytick.major.size"] = 4 # Sets length of ticks
plt.rcParams["ytick.labelsize"] = 12 # Sets size of numbers on tick marks
plt.rcParams["xtick.labelsize"] = 12 # Sets size of numbers on tick marks
plt.rcParams["axes.titlesize"] = 14 # Overall title
plt.rcParams["axes.labelsize"] = 14 # Axes labels
Example 1 - Combining all possible Plag-Kspar Pairs
Say you don’t have touching Plag-Kspar pairs, but instead a list of Kspar compositions you have measured on the probe in one sheet of an excel spreadsheet, and a set of Plag compositions in another sheet
The functions ending in “_matching” in Thermobar consider all possible combinations of Plags and Kspars
Import Kspars
[3]:
out2=pt.import_excel('Two_Feldspar_input.xlsx', sheet_name="Kspar")
Kspars2=out2['Kspars']
Kspars2.head()
[3]:
SiO2_Kspar | TiO2_Kspar | Al2O3_Kspar | FeOt_Kspar | MnO_Kspar | MgO_Kspar | CaO_Kspar | Na2O_Kspar | K2O_Kspar | Cr2O3_Kspar | Sample_ID_Kspar | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 65.5 | 0.0 | 19.6 | 0.07 | 0.0 | 0.00 | 0.75 | 4.81 | 9.36 | 0 | 1 |
1 | 65.4 | 0.0 | 19.4 | 0.05 | 0.0 | 0.00 | 0.59 | 3.13 | 11.50 | 0 | 2 |
2 | 64.6 | 0.0 | 18.8 | 0.09 | 0.0 | 0.00 | 0.39 | 1.15 | 14.80 | 0 | 3 |
3 | 61.8 | 0.0 | 19.2 | 0.51 | 0.0 | 0.03 | 0.66 | 1.71 | 12.90 | 0 | 4 |
4 | 65.1 | 0.0 | 19.2 | 0.05 | 0.0 | 0.00 | 0.36 | 2.87 | 12.60 | 0 | 5 |
Import plags
[4]:
out3=pt.import_excel('Two_Feldspar_input.xlsx', sheet_name="Plag")
Plags3=out3['Plags']
Plags3.head()
[4]:
SiO2_Plag | TiO2_Plag | Al2O3_Plag | FeOt_Plag | MnO_Plag | MgO_Plag | CaO_Plag | Na2O_Plag | K2O_Plag | Cr2O3_Plag | Sample_ID_Plag | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 57.3 | 0.09 | 26.6 | 0.43 | 0 | 0.03 | 8.33 | 6.11 | 0.49 | 0 | 0 |
1 | 56.5 | 0.12 | 26.9 | 0.47 | 0 | 0.05 | 8.95 | 5.66 | 0.47 | 0 | 1 |
2 | 57.6 | 0.11 | 26.3 | 0.50 | 0 | 0.07 | 8.50 | 6.27 | 0.40 | 0 | 2 |
3 | 57.2 | 0.16 | 27.0 | 0.62 | 0 | 0.06 | 9.03 | 5.58 | 0.84 | 0 | 3 |
4 | 56.7 | 0.14 | 27.6 | 0.69 | 0 | 0.11 | 9.46 | 5.58 | 0.48 | 0 | 4 |
Calculate T for all matches using equation 27a at 5 kbar
[5]:
T_27a_5kbar_All=pt.calculate_plag_kspar_temp_matching(plag_comps=Plags3, kspar_comps=Kspars2,
equationT="T_Put2008_eq27a", P=5)
T_27a_5kbar_All
Considering 77 Kspar-Plag pairs, be patient if this is >>1 million!
[5]:
Delta_An | Delta_Ab | Delta_Or | a_Ab_plg | a_An_plg | a_Or_plg | a_Ab_kspar | a_An_kspar | a_Or_kspar | T_K_calc | SiO2_Kspar | TiO2_Kspar | Al2O3_Kspar | FeOt_Kspar | MnO_Kspar | MgO_Kspar | CaO_Kspar | Na2O_Kspar | K2O_Kspar | Cr2O3_Kspar | Sample_ID_Kspar | Si_Kspar_cat_prop | Mg_Kspar_cat_prop | Fet_Kspar_cat_prop | Ca_Kspar_cat_prop | Al_Kspar_cat_prop | Na_Kspar_cat_prop | K_Kspar_cat_prop | Mn_Kspar_cat_prop | Ti_Kspar_cat_prop | Cr_Kspar_cat_prop | sum | Si_Kspar_cat_frac | Mg_Kspar_cat_frac | Fet_Kspar_cat_frac | Ca_Kspar_cat_frac | Al_Kspar_cat_frac | Na_Kspar_cat_frac | K_Kspar_cat_frac | Mn_Kspar_cat_frac | Ti_Kspar_cat_frac | Cr_Kspar_cat_frac | An_Kspar | Ab_Kspar | Or_Kspar | ID_Kspar | SiO2_Plag | TiO2_Plag | Al2O3_Plag | FeOt_Plag | MnO_Plag | MgO_Plag | CaO_Plag | Na2O_Plag | K2O_Plag | Cr2O3_Plag | Sample_ID_Plag | Si_Plag_cat_prop | Mg_Plag_cat_prop | Fet_Plag_cat_prop | Ca_Plag_cat_prop | Al_Plag_cat_prop | Na_Plag_cat_prop | K_Plag_cat_prop | Mn_Plag_cat_prop | Ti_Plag_cat_prop | Cr_Plag_cat_prop | sum | Si_Plag_cat_frac | Mg_Plag_cat_frac | Fet_Plag_cat_frac | Ca_Plag_cat_frac | Al_Plag_cat_frac | Na_Plag_cat_frac | K_Plag_cat_frac | Mn_Plag_cat_frac | Ti_Plag_cat_frac | Cr_Plag_cat_frac | An_Plag | Ab_Plag | Or_Plag | ID_Plag | K_Barth | T | P | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 0.295531 | 0.002892 | -0.326051 | 0.638916 | 0.902959 | 0.322702 | 0.636023 | 0.607427 | 0.648754 | 1269.748822 | 65.5 | 0.0 | 19.6 | 0.07 | 0.0 | 0.00 | 0.75 | 4.81 | 9.36 | 0 | 1 | 1.090135 | 0.000000 | 0.000974 | 0.013374 | 0.384461 | 0.155214 | 0.198735 | 0.0 | 0.0 | 0.0 | 1.842893 | 0.591535 | 0.000000 | 0.000529 | 0.007257 | 0.208618 | 0.084223 | 0.107838 | 0.0 | 0.0 | 0.0 | 0.036410 | 0.422555 | 0.541035 | 0.0 | 57.3 | 0.09 | 26.6 | 0.43 | 0 | 0.03 | 8.33 | 6.11 | 0.49 | 0 | 0 | 0.95366 | 0.000744 | 0.005985 | 0.148545 | 0.521768 | 0.197164 | 0.010404 | 0.0 | 0.001127 | 0.0 | 1.839397 | 0.518464 | 0.000405 | 0.003254 | 0.080757 | 0.283663 | 0.107189 | 0.005656 | 0.0 | 0.000613 | 0.0 | 0.417129 | 0.553656 | 0.029215 | 0 | 0.763208 | 1269.748822 | 5 |
1 | -0.092624 | 0.110226 | -0.329378 | 0.641223 | 0.956165 | 0.410594 | 0.530997 | 1.048788 | 0.739972 | 1197.800282 | 65.4 | 0.0 | 19.4 | 0.05 | 0.0 | 0.00 | 0.59 | 3.13 | 11.50 | 0 | 2 | 1.088471 | 0.000000 | 0.000696 | 0.010521 | 0.380538 | 0.101002 | 0.244172 | 0.0 | 0.0 | 0.0 | 1.825399 | 0.596292 | 0.000000 | 0.000381 | 0.005764 | 0.208468 | 0.055332 | 0.133763 | 0.0 | 0.0 | 0.0 | 0.029579 | 0.283957 | 0.686464 | 1.0 | 57.3 | 0.09 | 26.6 | 0.43 | 0 | 0.03 | 8.33 | 6.11 | 0.49 | 0 | 0 | 0.95366 | 0.000744 | 0.005985 | 0.148545 | 0.521768 | 0.197164 | 0.010404 | 0.0 | 0.001127 | 0.0 | 1.839397 | 0.518464 | 0.000405 | 0.003254 | 0.080757 | 0.283663 | 0.107189 | 0.005656 | 0.0 | 0.000613 | 0.0 | 0.417129 | 0.553656 | 0.029215 | 0 | 0.512876 | 1197.800282 | 5 |
2 | -2.324993 | 0.335739 | 0.000517 | 0.648692 | 1.149221 | 0.890109 | 0.312954 | 3.474214 | 0.889592 | 1013.354929 | 64.6 | 0.0 | 18.8 | 0.09 | 0.0 | 0.00 | 0.39 | 1.15 | 14.80 | 0 | 3 | 1.075156 | 0.000000 | 0.001253 | 0.006955 | 0.368768 | 0.037109 | 0.314238 | 0.0 | 0.0 | 0.0 | 1.803480 | 0.596156 | 0.000000 | 0.000695 | 0.003856 | 0.204476 | 0.020577 | 0.174240 | 0.0 | 0.0 | 0.0 | 0.019410 | 0.103570 | 0.877020 | 2.0 | 57.3 | 0.09 | 26.6 | 0.43 | 0 | 0.03 | 8.33 | 6.11 | 0.49 | 0 | 0 | 0.95366 | 0.000744 | 0.005985 | 0.148545 | 0.521768 | 0.197164 | 0.010404 | 0.0 | 0.001127 | 0.0 | 1.839397 | 0.518464 | 0.000405 | 0.003254 | 0.080757 | 0.283663 | 0.107189 | 0.005656 | 0.0 | 0.000613 | 0.0 | 0.417129 | 0.553656 | 0.029215 | 0 | 0.187066 | 1013.354929 | 5 |
3 | -1.933109 | 0.255822 | -0.187706 | 0.645605 | 1.065363 | 0.647145 | 0.389783 | 2.998471 | 0.834851 | 1081.998018 | 61.8 | 0.0 | 19.2 | 0.51 | 0.0 | 0.03 | 0.66 | 1.71 | 12.90 | 0 | 4 | 1.028555 | 0.000744 | 0.007098 | 0.011769 | 0.376615 | 0.055180 | 0.273897 | 0.0 | 0.0 | 0.0 | 1.753859 | 0.586453 | 0.000424 | 0.004047 | 0.006711 | 0.214735 | 0.031462 | 0.156168 | 0.0 | 0.0 | 0.0 | 0.034530 | 0.161891 | 0.803579 | 3.0 | 57.3 | 0.09 | 26.6 | 0.43 | 0 | 0.03 | 8.33 | 6.11 | 0.49 | 0 | 0 | 0.95366 | 0.000744 | 0.005985 | 0.148545 | 0.521768 | 0.197164 | 0.010404 | 0.0 | 0.001127 | 0.0 | 1.839397 | 0.518464 | 0.000405 | 0.003254 | 0.080757 | 0.283663 | 0.107189 | 0.005656 | 0.0 | 0.000613 | 0.0 | 0.417129 | 0.553656 | 0.029215 | 0 | 0.292404 | 1081.998018 | 5 |
4 | 0.064453 | 0.110505 | -0.269422 | 0.643095 | 1.001463 | 0.498868 | 0.532590 | 0.937010 | 0.768290 | 1145.332986 | 65.1 | 0.0 | 19.2 | 0.05 | 0.0 | 0.00 | 0.36 | 2.87 | 12.60 | 0 | 5 | 1.083478 | 0.000000 | 0.000696 | 0.006420 | 0.376615 | 0.092612 | 0.267527 | 0.0 | 0.0 | 0.0 | 1.827347 | 0.592924 | 0.000000 | 0.000381 | 0.003513 | 0.206099 | 0.050681 | 0.146402 | 0.0 | 0.0 | 0.0 | 0.017513 | 0.252653 | 0.729834 | 4.0 | 57.3 | 0.09 | 26.6 | 0.43 | 0 | 0.03 | 8.33 | 6.11 | 0.49 | 0 | 0 | 0.95366 | 0.000744 | 0.005985 | 0.148545 | 0.521768 | 0.197164 | 0.010404 | 0.0 | 0.001127 | 0.0 | 1.839397 | 0.518464 | 0.000405 | 0.003254 | 0.080757 | 0.283663 | 0.107189 | 0.005656 | 0.0 | 0.000613 | 0.0 | 0.417129 | 0.553656 | 0.029215 | 0 | 0.456335 | 1145.332986 | 5 |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
72 | -0.006407 | 0.168807 | -0.263274 | 0.642376 | 1.029167 | 0.542268 | 0.473569 | 1.035574 | 0.805542 | 1120.942214 | 64.9 | 0.0 | 19.3 | 0.06 | 0.0 | 0.03 | 0.29 | 2.30 | 13.30 | 0 | 7 | 1.080149 | 0.000744 | 0.000835 | 0.005171 | 0.378576 | 0.074219 | 0.282390 | 0.0 | 0.0 | 0.0 | 1.822085 | 0.592809 | 0.000409 | 0.000458 | 0.002838 | 0.207771 | 0.040733 | 0.154982 | 0.0 | 0.0 | 0.0 | 0.014294 | 0.205149 | 0.780557 | 6.0 | 56.1 | 0.21 | 27.8 | 0.56 | 0 | 0.09 | 9.94 | 5.53 | 0.38 | 0 | 6 | 0.933688 | 0.002233 | 0.007794 | 0.177255 | 0.545307 | 0.178448 | 0.008068 | 0.0 | 0.002629 | 0.0 | 1.855422 | 0.503221 | 0.001204 | 0.004201 | 0.095534 | 0.293899 | 0.096176 | 0.004348 | 0.0 | 0.001417 | 0.0 | 0.487271 | 0.49055 | 0.02218 | 6 | 0.418202 | 1120.942214 | 5 |
73 | 0.527046 | 0.050488 | -0.219397 | 0.642228 | 1.028053 | 0.539065 | 0.591741 | 0.501007 | 0.758462 | 1122.277113 | 64.9 | 0.0 | 18.6 | 0.00 | 0.0 | 0.00 | 0.17 | 3.02 | 12.10 | 0 | 8 | 1.080149 | 0.000000 | 0.000000 | 0.003032 | 0.364845 | 0.097453 | 0.256911 | 0.0 | 0.0 | 0.0 | 1.802390 | 0.599287 | 0.000000 | 0.000000 | 0.001682 | 0.202423 | 0.054069 | 0.142539 | 0.0 | 0.0 | 0.0 | 0.008482 | 0.272674 | 0.718843 | 7.0 | 56.1 | 0.21 | 27.8 | 0.56 | 0 | 0.09 | 9.94 | 5.53 | 0.38 | 0 | 6 | 0.933688 | 0.002233 | 0.007794 | 0.177255 | 0.545307 | 0.178448 | 0.008068 | 0.0 | 0.002629 | 0.0 | 1.855422 | 0.503221 | 0.001204 | 0.004201 | 0.095534 | 0.293899 | 0.096176 | 0.004348 | 0.0 | 0.001417 | 0.0 | 0.487271 | 0.49055 | 0.02218 | 6 | 0.555855 | 1122.277113 | 5 |
74 | 0.643794 | -0.002624 | -0.263600 | 0.637859 | 0.995527 | 0.452140 | 0.640482 | 0.351733 | 0.715739 | 1163.393766 | 66.0 | 0.0 | 18.9 | 0.05 | 0.0 | 0.00 | 0.18 | 3.73 | 11.30 | 0 | 9 | 1.098457 | 0.000000 | 0.000696 | 0.003210 | 0.370730 | 0.120364 | 0.239925 | 0.0 | 0.0 | 0.0 | 1.833381 | 0.599143 | 0.000000 | 0.000380 | 0.001751 | 0.202211 | 0.065651 | 0.130865 | 0.0 | 0.0 | 0.0 | 0.008830 | 0.331125 | 0.660044 | 8.0 | 56.1 | 0.21 | 27.8 | 0.56 | 0 | 0.09 | 9.94 | 5.53 | 0.38 | 0 | 6 | 0.933688 | 0.002233 | 0.007794 | 0.177255 | 0.545307 | 0.178448 | 0.008068 | 0.0 | 0.002629 | 0.0 | 1.855422 | 0.503221 | 0.001204 | 0.004201 | 0.095534 | 0.293899 | 0.096176 | 0.004348 | 0.0 | 0.001417 | 0.0 | 0.487271 | 0.49055 | 0.02218 | 6 | 0.675008 | 1163.393766 | 5 |
75 | 0.713796 | -0.043818 | -0.276888 | 0.635087 | 0.975323 | 0.404172 | 0.678905 | 0.261527 | 0.681060 | 1191.228218 | 66.0 | 0.0 | 19.2 | 0.00 | 0.0 | 0.00 | 0.18 | 4.31 | 10.40 | 0 | 10 | 1.098457 | 0.000000 | 0.000000 | 0.003210 | 0.376615 | 0.139080 | 0.220816 | 0.0 | 0.0 | 0.0 | 1.838177 | 0.597579 | 0.000000 | 0.000000 | 0.001746 | 0.204885 | 0.075662 | 0.120128 | 0.0 | 0.0 | 0.0 | 0.008840 | 0.383028 | 0.608132 | 9.0 | 56.1 | 0.21 | 27.8 | 0.56 | 0 | 0.09 | 9.94 | 5.53 | 0.38 | 0 | 6 | 0.933688 | 0.002233 | 0.007794 | 0.177255 | 0.545307 | 0.178448 | 0.008068 | 0.0 | 0.002629 | 0.0 | 1.855422 | 0.503221 | 0.001204 | 0.004201 | 0.095534 | 0.293899 | 0.096176 | 0.004348 | 0.0 | 0.001417 | 0.0 | 0.487271 | 0.49055 | 0.02218 | 6 | 0.780814 | 1191.228218 | 5 |
76 | 0.406945 | 0.094842 | -0.195144 | 0.644493 | 1.045231 | 0.590208 | 0.549651 | 0.638286 | 0.785353 | 1102.198221 | 65.5 | 0.0 | 18.9 | 0.11 | 0.0 | 0.04 | 0.17 | 2.58 | 12.50 | 0 | 11 | 1.090135 | 0.000992 | 0.001531 | 0.003032 | 0.370730 | 0.083254 | 0.265404 | 0.0 | 0.0 | 0.0 | 1.815078 | 0.600599 | 0.000547 | 0.000844 | 0.001670 | 0.204250 | 0.045868 | 0.146222 | 0.0 | 0.0 | 0.0 | 0.008620 | 0.236726 | 0.754654 | 10.0 | 56.1 | 0.21 | 27.8 | 0.56 | 0 | 0.09 | 9.94 | 5.53 | 0.38 | 0 | 6 | 0.933688 | 0.002233 | 0.007794 | 0.177255 | 0.545307 | 0.178448 | 0.008068 | 0.0 | 0.002629 | 0.0 | 1.855422 | 0.503221 | 0.001204 | 0.004201 | 0.095534 | 0.293899 | 0.096176 | 0.004348 | 0.0 | 0.001417 | 0.0 | 0.487271 | 0.49055 | 0.02218 | 6 | 0.482573 | 1102.198221 | 5 |
77 rows × 85 columns
Examine equilibrium tests
As it is currently unclear what delta values are acceptable, we leave it up to the users to investigate the experimental data, but provide an example here of how you can filter based on these values
First, plot up the delta values to get an idea of the degree of disequilibrium
[6]:
fig, ((ax0, ax1, ax2)) = plt.subplots(1,3, figsize = (15,5)) # adjust dimensions of figure here
ax0.hist(T_27a_5kbar_All['Delta_An'])
ax1.hist(T_27a_5kbar_All['Delta_Ab'])
ax2.hist(T_27a_5kbar_All['Delta_Or'])
ax0.set_xlabel('Delta An')
ax1.set_xlabel('Delta Ab')
ax2.set_xlabel('Delta Or')
ax0.set_ylabel('# of measurements')
[6]:
Text(0, 0.5, '# of measurements')
Filtering outputs
Here we make filters, the “filt_a_…” considers all avlues of Delta An <1, and is a bool, so a series of true and false statements
[7]:
# This says accept pairs within Delta An between +-1
filt_a_An=abs(T_27a_5kbar_All['Delta_An'])<1
# This says accept pairs with Delta Ab between +-0.15
filt_a_Ab=abs(T_27a_5kbar_All['Delta_Ab'])<0.15
# This says accept pairs with Delta Or between +-0.2
filt_a_Or=abs(T_27a_5kbar_All['Delta_Or'])<0.2
Apply filters
Here, we apply these filters to only consider pairs meeting all 3 criteria above
[8]:
# This filters pairs to only those meeting these three criteria defined above
Filt_pairs=T_27a_5kbar_All.loc[filt_a_An&filt_a_Ab&filt_a_Or]
Filt_pairs
[8]:
Delta_An | Delta_Ab | Delta_Or | a_Ab_plg | a_An_plg | a_Or_plg | a_Ab_kspar | a_An_kspar | a_Or_kspar | T_K_calc | SiO2_Kspar | TiO2_Kspar | Al2O3_Kspar | FeOt_Kspar | MnO_Kspar | MgO_Kspar | CaO_Kspar | Na2O_Kspar | K2O_Kspar | Cr2O3_Kspar | Sample_ID_Kspar | Si_Kspar_cat_prop | Mg_Kspar_cat_prop | Fet_Kspar_cat_prop | Ca_Kspar_cat_prop | Al_Kspar_cat_prop | Na_Kspar_cat_prop | K_Kspar_cat_prop | Mn_Kspar_cat_prop | Ti_Kspar_cat_prop | Cr_Kspar_cat_prop | sum | Si_Kspar_cat_frac | Mg_Kspar_cat_frac | Fet_Kspar_cat_frac | Ca_Kspar_cat_frac | Al_Kspar_cat_frac | Na_Kspar_cat_frac | K_Kspar_cat_frac | Mn_Kspar_cat_frac | Ti_Kspar_cat_frac | Cr_Kspar_cat_frac | An_Kspar | Ab_Kspar | Or_Kspar | ID_Kspar | SiO2_Plag | TiO2_Plag | Al2O3_Plag | FeOt_Plag | MnO_Plag | MgO_Plag | CaO_Plag | Na2O_Plag | K2O_Plag | Cr2O3_Plag | Sample_ID_Plag | Si_Plag_cat_prop | Mg_Plag_cat_prop | Fet_Plag_cat_prop | Ca_Plag_cat_prop | Al_Plag_cat_prop | Na_Plag_cat_prop | K_Plag_cat_prop | Mn_Plag_cat_prop | Ti_Plag_cat_prop | Cr_Plag_cat_prop | sum | Si_Plag_cat_frac | Mg_Plag_cat_frac | Fet_Plag_cat_frac | Ca_Plag_cat_frac | Al_Plag_cat_frac | Na_Plag_cat_frac | K_Plag_cat_frac | Mn_Plag_cat_frac | Ti_Plag_cat_frac | Cr_Plag_cat_frac | An_Plag | Ab_Plag | Or_Plag | ID_Plag | K_Barth | T | P | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7 | 0.483175 | 0.034127 | -0.149859 | 0.645062 | 1.051235 | 0.611800 | 0.610935 | 0.568060 | 0.761658 | 1095.067777 | 64.9 | 0.0 | 18.6 | 0.00 | 0.0 | 0.00 | 0.17 | 3.02 | 12.10 | 0 | 8 | 1.080149 | 0.000000 | 0.000000 | 0.003032 | 0.364845 | 0.097453 | 0.256911 | 0.0 | 0.0 | 0.0 | 1.802390 | 0.599287 | 0.000000 | 0.000000 | 0.001682 | 0.202423 | 0.054069 | 0.142539 | 0.0 | 0.0 | 0.0 | 0.008482 | 0.272674 | 0.718843 | 7.0 | 57.3 | 0.09 | 26.6 | 0.43 | 0 | 0.03 | 8.33 | 6.11 | 0.49 | 0 | 0 | 0.95366 | 0.000744 | 0.005985 | 0.148545 | 0.521768 | 0.197164 | 0.010404 | 0.0 | 0.001127 | 0.0 | 1.839397 | 0.518464 | 0.000405 | 0.003254 | 0.080757 | 0.283663 | 0.107189 | 0.005656 | 0.0 | 0.000613 | 0.0 | 0.417129 | 0.553656 | 0.029215 | 0 | 0.492498 | 1095.067777 | 5 |
8 | 0.615621 | -0.015126 | -0.197861 | 0.643541 | 1.012541 | 0.522500 | 0.658666 | 0.396920 | 0.720361 | 1133.531892 | 66.0 | 0.0 | 18.9 | 0.05 | 0.0 | 0.00 | 0.18 | 3.73 | 11.30 | 0 | 9 | 1.098457 | 0.000000 | 0.000696 | 0.003210 | 0.370730 | 0.120364 | 0.239925 | 0.0 | 0.0 | 0.0 | 1.833381 | 0.599143 | 0.000000 | 0.000380 | 0.001751 | 0.202211 | 0.065651 | 0.130865 | 0.0 | 0.0 | 0.0 | 0.008830 | 0.331125 | 0.660044 | 8.0 | 57.3 | 0.09 | 26.6 | 0.43 | 0 | 0.03 | 8.33 | 6.11 | 0.49 | 0 | 0 | 0.95366 | 0.000744 | 0.005985 | 0.148545 | 0.521768 | 0.197164 | 0.010404 | 0.0 | 0.001127 | 0.0 | 1.839397 | 0.518464 | 0.000405 | 0.003254 | 0.080757 | 0.283663 | 0.107189 | 0.005656 | 0.0 | 0.000613 | 0.0 | 0.417129 | 0.553656 | 0.029215 | 0 | 0.59807 | 1133.531892 | 5 |
10 | 0.345956 | 0.076966 | -0.124167 | 0.645848 | 1.071757 | 0.663643 | 0.568882 | 0.725801 | 0.787810 | 1076.240814 | 65.5 | 0.0 | 18.9 | 0.11 | 0.0 | 0.04 | 0.17 | 2.58 | 12.50 | 0 | 11 | 1.090135 | 0.000992 | 0.001531 | 0.003032 | 0.370730 | 0.083254 | 0.265404 | 0.0 | 0.0 | 0.0 | 1.815078 | 0.600599 | 0.000547 | 0.000844 | 0.001670 | 0.204250 | 0.045868 | 0.146222 | 0.0 | 0.0 | 0.0 | 0.008620 | 0.236726 | 0.754654 | 10.0 | 57.3 | 0.09 | 26.6 | 0.43 | 0 | 0.03 | 8.33 | 6.11 | 0.49 | 0 | 0 | 0.95366 | 0.000744 | 0.005985 | 0.148545 | 0.521768 | 0.197164 | 0.010404 | 0.0 | 0.001127 | 0.0 | 1.839397 | 0.518464 | 0.000405 | 0.003254 | 0.080757 | 0.283663 | 0.107189 | 0.005656 | 0.0 | 0.000613 | 0.0 | 0.417129 | 0.553656 | 0.029215 | 0 | 0.427569 | 1076.240814 | 5 |
18 | 0.512559 | 0.037062 | -0.132206 | 0.637768 | 1.044104 | 0.627760 | 0.600706 | 0.531545 | 0.759966 | 1109.293338 | 64.9 | 0.0 | 18.6 | 0.00 | 0.0 | 0.00 | 0.17 | 3.02 | 12.10 | 0 | 8 | 1.080149 | 0.000000 | 0.000000 | 0.003032 | 0.364845 | 0.097453 | 0.256911 | 0.0 | 0.0 | 0.0 | 1.802390 | 0.599287 | 0.000000 | 0.000000 | 0.001682 | 0.202423 | 0.054069 | 0.142539 | 0.0 | 0.0 | 0.0 | 0.008482 | 0.272674 | 0.718843 | 7.0 | 56.5 | 0.12 | 26.9 | 0.47 | 0 | 0.05 | 8.95 | 5.66 | 0.47 | 0 | 1 | 0.940345 | 0.001241 | 0.006542 | 0.159601 | 0.527653 | 0.182643 | 0.009979 | 0.0 | 0.001502 | 0.0 | 1.829506 | 0.513989 | 0.000678 | 0.003576 | 0.087237 | 0.288413 | 0.099832 | 0.005455 | 0.0 | 0.000821 | 0.0 | 0.453125 | 0.518543 | 0.028332 | 1 | 0.525847 | 1109.293338 | 5 |
19 | 0.635801 | -0.013936 | -0.186124 | 0.635049 | 1.008142 | 0.531789 | 0.648985 | 0.372340 | 0.717913 | 1149.132699 | 66.0 | 0.0 | 18.9 | 0.05 | 0.0 | 0.00 | 0.18 | 3.73 | 11.30 | 0 | 9 | 1.098457 | 0.000000 | 0.000696 | 0.003210 | 0.370730 | 0.120364 | 0.239925 | 0.0 | 0.0 | 0.0 | 1.833381 | 0.599143 | 0.000000 | 0.000380 | 0.001751 | 0.202211 | 0.065651 | 0.130865 | 0.0 | 0.0 | 0.0 | 0.008830 | 0.331125 | 0.660044 | 8.0 | 56.5 | 0.12 | 26.9 | 0.47 | 0 | 0.05 | 8.95 | 5.66 | 0.47 | 0 | 1 | 0.940345 | 0.001241 | 0.006542 | 0.159601 | 0.527653 | 0.182643 | 0.009979 | 0.0 | 0.001502 | 0.0 | 1.829506 | 0.513989 | 0.000678 | 0.003576 | 0.087237 | 0.288413 | 0.099832 | 0.005455 | 0.0 | 0.000821 | 0.0 | 0.453125 | 0.518543 | 0.028332 | 1 | 0.638568 | 1149.132699 | 5 |
21 | 0.385029 | 0.080548 | -0.102697 | 0.639175 | 1.063141 | 0.683812 | 0.558627 | 0.678111 | 0.786509 | 1089.816751 | 65.5 | 0.0 | 18.9 | 0.11 | 0.0 | 0.04 | 0.17 | 2.58 | 12.50 | 0 | 11 | 1.090135 | 0.000992 | 0.001531 | 0.003032 | 0.370730 | 0.083254 | 0.265404 | 0.0 | 0.0 | 0.0 | 1.815078 | 0.600599 | 0.000547 | 0.000844 | 0.001670 | 0.204250 | 0.045868 | 0.146222 | 0.0 | 0.0 | 0.0 | 0.008620 | 0.236726 | 0.754654 | 10.0 | 56.5 | 0.12 | 26.9 | 0.47 | 0 | 0.05 | 8.95 | 5.66 | 0.47 | 0 | 1 | 0.940345 | 0.001241 | 0.006542 | 0.159601 | 0.527653 | 0.182643 | 0.009979 | 0.0 | 0.001502 | 0.0 | 1.829506 | 0.513989 | 0.000678 | 0.003576 | 0.087237 | 0.288413 | 0.099832 | 0.005455 | 0.0 | 0.000821 | 0.0 | 0.453125 | 0.518543 | 0.028332 | 1 | 0.456521 | 1089.816751 | 5 |
33 | 0.342311 | -0.030924 | -0.141247 | 0.599513 | 0.920277 | 0.503433 | 0.630437 | 0.577966 | 0.644680 | 1287.496420 | 65.5 | 0.0 | 19.6 | 0.07 | 0.0 | 0.00 | 0.75 | 4.81 | 9.36 | 0 | 1 | 1.090135 | 0.000000 | 0.000974 | 0.013374 | 0.384461 | 0.155214 | 0.198735 | 0.0 | 0.0 | 0.0 | 1.842893 | 0.591535 | 0.000000 | 0.000529 | 0.007257 | 0.208618 | 0.084223 | 0.107838 | 0.0 | 0.0 | 0.0 | 0.036410 | 0.422555 | 0.541035 | 0.0 | 57.2 | 0.16 | 27.0 | 0.62 | 0 | 0.06 | 9.03 | 5.58 | 0.84 | 0 | 3 | 0.951996 | 0.001489 | 0.00863 | 0.161027 | 0.529614 | 0.180061 | 0.017835 | 0.0 | 0.002003 | 0.0 | 1.852655 | 0.513855 | 0.000804 | 0.004658 | 0.086917 | 0.285868 | 0.097191 | 0.009627 | 0.0 | 0.001081 | 0.0 | 0.44864 | 0.50167 | 0.049691 | 3 | 0.842297 | 1287.496420 | 5 |
34 | -0.016692 | 0.078517 | -0.097687 | 0.602335 | 0.973861 | 0.640315 | 0.523817 | 0.990553 | 0.738002 | 1213.058221 | 65.4 | 0.0 | 19.4 | 0.05 | 0.0 | 0.00 | 0.59 | 3.13 | 11.50 | 0 | 2 | 1.088471 | 0.000000 | 0.000696 | 0.010521 | 0.380538 | 0.101002 | 0.244172 | 0.0 | 0.0 | 0.0 | 1.825399 | 0.596292 | 0.000000 | 0.000381 | 0.005764 | 0.208468 | 0.055332 | 0.133763 | 0.0 | 0.0 | 0.0 | 0.029579 | 0.283957 | 0.686464 | 1.0 | 57.2 | 0.16 | 27.0 | 0.62 | 0 | 0.06 | 9.03 | 5.58 | 0.84 | 0 | 3 | 0.951996 | 0.001489 | 0.00863 | 0.161027 | 0.529614 | 0.180061 | 0.017835 | 0.0 | 0.002003 | 0.0 | 1.852655 | 0.513855 | 0.000804 | 0.004658 | 0.086917 | 0.285868 | 0.097191 | 0.009627 | 0.0 | 0.001081 | 0.0 | 0.44864 | 0.50167 | 0.049691 | 3 | 0.566024 | 1213.058221 | 5 |
37 | 0.135572 | 0.079969 | 0.010847 | 0.604626 | 1.019448 | 0.777728 | 0.524657 | 0.883876 | 0.766882 | 1158.895794 | 65.1 | 0.0 | 19.2 | 0.05 | 0.0 | 0.00 | 0.36 | 2.87 | 12.60 | 0 | 5 | 1.083478 | 0.000000 | 0.000696 | 0.006420 | 0.376615 | 0.092612 | 0.267527 | 0.0 | 0.0 | 0.0 | 1.827347 | 0.592924 | 0.000000 | 0.000381 | 0.003513 | 0.206099 | 0.050681 | 0.146402 | 0.0 | 0.0 | 0.0 | 0.017513 | 0.252653 | 0.729834 | 4.0 | 57.2 | 0.16 | 27.0 | 0.62 | 0 | 0.06 | 9.03 | 5.58 | 0.84 | 0 | 3 | 0.951996 | 0.001489 | 0.00863 | 0.161027 | 0.529614 | 0.180061 | 0.017835 | 0.0 | 0.002003 | 0.0 | 1.852655 | 0.513855 | 0.000804 | 0.004658 | 0.086917 | 0.285868 | 0.097191 | 0.009627 | 0.0 | 0.001081 | 0.0 | 0.44864 | 0.50167 | 0.049691 | 3 | 0.503623 | 1158.895794 | 5 |
38 | -0.006681 | 0.113073 | 0.044122 | 0.605423 | 1.035764 | 0.832018 | 0.492350 | 1.042445 | 0.787896 | 1141.211077 | 65.0 | 0.0 | 19.2 | 0.00 | 0.0 | 0.00 | 0.35 | 2.51 | 12.80 | 0 | 6 | 1.081813 | 0.000000 | 0.000000 | 0.006241 | 0.376615 | 0.080995 | 0.271774 | 0.0 | 0.0 | 0.0 | 1.817438 | 0.595241 | 0.000000 | 0.000000 | 0.003434 | 0.207223 | 0.044566 | 0.149537 | 0.0 | 0.0 | 0.0 | 0.017385 | 0.225607 | 0.757008 | 5.0 | 57.2 | 0.16 | 27.0 | 0.62 | 0 | 0.06 | 9.03 | 5.58 | 0.84 | 0 | 3 | 0.951996 | 0.001489 | 0.00863 | 0.161027 | 0.529614 | 0.180061 | 0.017835 | 0.0 | 0.002003 | 0.0 | 1.852655 | 0.513855 | 0.000804 | 0.004658 | 0.086917 | 0.285868 | 0.097191 | 0.009627 | 0.0 | 0.001081 | 0.0 | 0.44864 | 0.50167 | 0.049691 | 3 | 0.449712 | 1141.211077 | 5 |
39 | -0.043394 | 0.123834 | 0.151849 | 0.607099 | 1.070842 | 0.958524 | 0.483265 | 1.114235 | 0.806676 | 1105.813911 | 64.9 | 0.0 | 19.3 | 0.06 | 0.0 | 0.03 | 0.29 | 2.30 | 13.30 | 0 | 7 | 1.080149 | 0.000744 | 0.000835 | 0.005171 | 0.378576 | 0.074219 | 0.282390 | 0.0 | 0.0 | 0.0 | 1.822085 | 0.592809 | 0.000409 | 0.000458 | 0.002838 | 0.207771 | 0.040733 | 0.154982 | 0.0 | 0.0 | 0.0 | 0.014294 | 0.205149 | 0.780557 | 6.0 | 57.2 | 0.16 | 27.0 | 0.62 | 0 | 0.06 | 9.03 | 5.58 | 0.84 | 0 | 3 | 0.951996 | 0.001489 | 0.00863 | 0.161027 | 0.529614 | 0.180061 | 0.017835 | 0.0 | 0.002003 | 0.0 | 1.852655 | 0.513855 | 0.000804 | 0.004658 | 0.086917 | 0.285868 | 0.097191 | 0.009627 | 0.0 | 0.001081 | 0.0 | 0.44864 | 0.50167 | 0.049691 | 3 | 0.408932 | 1105.813911 | 5 |
40 | 0.532550 | 0.004782 | 0.193227 | 0.607036 | 1.069505 | 0.953451 | 0.602254 | 0.536955 | 0.760224 | 1107.101559 | 64.9 | 0.0 | 18.6 | 0.00 | 0.0 | 0.00 | 0.17 | 3.02 | 12.10 | 0 | 8 | 1.080149 | 0.000000 | 0.000000 | 0.003032 | 0.364845 | 0.097453 | 0.256911 | 0.0 | 0.0 | 0.0 | 1.802390 | 0.599287 | 0.000000 | 0.000000 | 0.001682 | 0.202423 | 0.054069 | 0.142539 | 0.0 | 0.0 | 0.0 | 0.008482 | 0.272674 | 0.718843 | 7.0 | 57.2 | 0.16 | 27.0 | 0.62 | 0 | 0.06 | 9.03 | 5.58 | 0.84 | 0 | 3 | 0.951996 | 0.001489 | 0.00863 | 0.161027 | 0.529614 | 0.180061 | 0.017835 | 0.0 | 0.002003 | 0.0 | 1.852655 | 0.513855 | 0.000804 | 0.004658 | 0.086917 | 0.285868 | 0.097191 | 0.009627 | 0.0 | 0.001081 | 0.0 | 0.44864 | 0.50167 | 0.049691 | 3 | 0.543534 | 1107.101559 | 5 |
41 | 0.654607 | -0.045279 | 0.096222 | 0.605172 | 1.030592 | 0.814507 | 0.650451 | 0.375986 | 0.718285 | 1146.727383 | 66.0 | 0.0 | 18.9 | 0.05 | 0.0 | 0.00 | 0.18 | 3.73 | 11.30 | 0 | 9 | 1.098457 | 0.000000 | 0.000696 | 0.003210 | 0.370730 | 0.120364 | 0.239925 | 0.0 | 0.0 | 0.0 | 1.833381 | 0.599143 | 0.000000 | 0.000380 | 0.001751 | 0.202211 | 0.065651 | 0.130865 | 0.0 | 0.0 | 0.0 | 0.008830 | 0.331125 | 0.660044 | 8.0 | 57.2 | 0.16 | 27.0 | 0.62 | 0 | 0.06 | 9.03 | 5.58 | 0.84 | 0 | 3 | 0.951996 | 0.001489 | 0.00863 | 0.161027 | 0.529614 | 0.180061 | 0.017835 | 0.0 | 0.002003 | 0.0 | 1.852655 | 0.513855 | 0.000804 | 0.004658 | 0.086917 | 0.285868 | 0.097191 | 0.009627 | 0.0 | 0.001081 | 0.0 | 0.44864 | 0.50167 | 0.049691 | 3 | 0.660046 | 1146.727383 | 5 |
42 | 0.727768 | -0.084143 | 0.052277 | 0.603986 | 1.006519 | 0.736668 | 0.688129 | 0.278752 | 0.684391 | 1173.513726 | 66.0 | 0.0 | 19.2 | 0.00 | 0.0 | 0.00 | 0.18 | 4.31 | 10.40 | 0 | 10 | 1.098457 | 0.000000 | 0.000000 | 0.003210 | 0.376615 | 0.139080 | 0.220816 | 0.0 | 0.0 | 0.0 | 1.838177 | 0.597579 | 0.000000 | 0.000000 | 0.001746 | 0.204885 | 0.075662 | 0.120128 | 0.0 | 0.0 | 0.0 | 0.008840 | 0.383028 | 0.608132 | 9.0 | 57.2 | 0.16 | 27.0 | 0.62 | 0 | 0.06 | 9.03 | 5.58 | 0.84 | 0 | 3 | 0.951996 | 0.001489 | 0.00863 | 0.161027 | 0.529614 | 0.180061 | 0.017835 | 0.0 | 0.002003 | 0.0 | 1.852655 | 0.513855 | 0.000804 | 0.004658 | 0.086917 | 0.285868 | 0.097191 | 0.009627 | 0.0 | 0.001081 | 0.0 | 0.44864 | 0.50167 | 0.049691 | 3 | 0.763506 | 1173.513726 | 5 |
51 | 0.523165 | 0.038410 | -0.114109 | 0.634669 | 1.039392 | 0.645113 | 0.596258 | 0.516227 | 0.759222 | 1115.672334 | 64.9 | 0.0 | 18.6 | 0.00 | 0.0 | 0.00 | 0.17 | 3.02 | 12.10 | 0 | 8 | 1.080149 | 0.000000 | 0.000000 | 0.003032 | 0.364845 | 0.097453 | 0.256911 | 0.0 | 0.0 | 0.0 | 1.802390 | 0.599287 | 0.000000 | 0.000000 | 0.001682 | 0.202423 | 0.054069 | 0.142539 | 0.0 | 0.0 | 0.0 | 0.008482 | 0.272674 | 0.718843 | 7.0 | 56.7 | 0.14 | 27.6 | 0.69 | 0 | 0.11 | 9.46 | 5.58 | 0.48 | 0 | 4 | 0.943674 | 0.002729 | 0.009604 | 0.168695 | 0.541383 | 0.180061 | 0.010192 | 0.0 | 0.001753 | 0.0 | 1.858092 | 0.507873 | 0.001469 | 0.005169 | 0.09079 | 0.291365 | 0.096907 | 0.005485 | 0.0 | 0.000943 | 0.0 | 0.469971 | 0.501636 | 0.028393 | 4 | 0.54357 | 1115.672334 | 5 |
52 | 0.642779 | -0.013464 | -0.172384 | 0.631304 | 1.004789 | 0.544454 | 0.644769 | 0.362009 | 0.716838 | 1156.136597 | 66.0 | 0.0 | 18.9 | 0.05 | 0.0 | 0.00 | 0.18 | 3.73 | 11.30 | 0 | 9 | 1.098457 | 0.000000 | 0.000696 | 0.003210 | 0.370730 | 0.120364 | 0.239925 | 0.0 | 0.0 | 0.0 | 1.833381 | 0.599143 | 0.000000 | 0.000380 | 0.001751 | 0.202211 | 0.065651 | 0.130865 | 0.0 | 0.0 | 0.0 | 0.008830 | 0.331125 | 0.660044 | 8.0 | 56.7 | 0.14 | 27.6 | 0.69 | 0 | 0.11 | 9.46 | 5.58 | 0.48 | 0 | 4 | 0.943674 | 0.002729 | 0.009604 | 0.168695 | 0.541383 | 0.180061 | 0.010192 | 0.0 | 0.001753 | 0.0 | 1.858092 | 0.507873 | 0.001469 | 0.005169 | 0.09079 | 0.291365 | 0.096907 | 0.005485 | 0.0 | 0.000943 | 0.0 | 0.469971 | 0.501636 | 0.028393 | 4 | 0.660091 | 1156.136597 | 5 |
53 | 0.714493 | -0.053705 | -0.193872 | 0.629168 | 0.983325 | 0.488624 | 0.682873 | 0.268832 | 0.682497 | 1183.512115 | 66.0 | 0.0 | 19.2 | 0.00 | 0.0 | 0.00 | 0.18 | 4.31 | 10.40 | 0 | 10 | 1.098457 | 0.000000 | 0.000000 | 0.003210 | 0.376615 | 0.139080 | 0.220816 | 0.0 | 0.0 | 0.0 | 1.838177 | 0.597579 | 0.000000 | 0.000000 | 0.001746 | 0.204885 | 0.075662 | 0.120128 | 0.0 | 0.0 | 0.0 | 0.008840 | 0.383028 | 0.608132 | 9.0 | 56.7 | 0.14 | 27.6 | 0.69 | 0 | 0.11 | 9.46 | 5.58 | 0.48 | 0 | 4 | 0.943674 | 0.002729 | 0.009604 | 0.168695 | 0.541383 | 0.180061 | 0.010192 | 0.0 | 0.001753 | 0.0 | 1.858092 | 0.507873 | 0.001469 | 0.005169 | 0.09079 | 0.291365 | 0.096907 | 0.005485 | 0.0 | 0.000943 | 0.0 | 0.469971 | 0.501636 | 0.028393 | 4 | 0.763558 | 1183.512115 | 5 |
54 | 0.399564 | 0.082237 | -0.081872 | 0.636410 | 1.057692 | 0.704065 | 0.554173 | 0.658128 | 0.785937 | 1095.900950 | 65.5 | 0.0 | 18.9 | 0.11 | 0.0 | 0.04 | 0.17 | 2.58 | 12.50 | 0 | 11 | 1.090135 | 0.000992 | 0.001531 | 0.003032 | 0.370730 | 0.083254 | 0.265404 | 0.0 | 0.0 | 0.0 | 1.815078 | 0.600599 | 0.000547 | 0.000844 | 0.001670 | 0.204250 | 0.045868 | 0.146222 | 0.0 | 0.0 | 0.0 | 0.008620 | 0.236726 | 0.754654 | 10.0 | 56.7 | 0.14 | 27.6 | 0.69 | 0 | 0.11 | 9.46 | 5.58 | 0.48 | 0 | 4 | 0.943674 | 0.002729 | 0.009604 | 0.168695 | 0.541383 | 0.180061 | 0.010192 | 0.0 | 0.001753 | 0.0 | 1.858092 | 0.507873 | 0.001469 | 0.005169 | 0.09079 | 0.291365 | 0.096907 | 0.005485 | 0.0 | 0.000943 | 0.0 | 0.469971 | 0.501636 | 0.028393 | 4 | 0.471908 | 1095.900950 | 5 |
62 | 0.511263 | 0.039141 | -0.156412 | 0.639821 | 1.042718 | 0.603550 | 0.600680 | 0.531454 | 0.759962 | 1109.330429 | 64.9 | 0.0 | 18.6 | 0.00 | 0.0 | 0.00 | 0.17 | 3.02 | 12.10 | 0 | 8 | 1.080149 | 0.000000 | 0.000000 | 0.003032 | 0.364845 | 0.097453 | 0.256911 | 0.0 | 0.0 | 0.0 | 1.802390 | 0.599287 | 0.000000 | 0.000000 | 0.001682 | 0.202423 | 0.054069 | 0.142539 | 0.0 | 0.0 | 0.0 | 0.008482 | 0.272674 | 0.718843 | 7.0 | 56.0 | 0.21 | 26.6 | 0.56 | 0 | 0.1 | 8.99 | 5.7 | 0.45 | 0 | 5 | 0.932024 | 0.002481 | 0.007794 | 0.160314 | 0.521768 | 0.183934 | 0.009555 | 0.0 | 0.002629 | 0.0 | 1.820499 | 0.511961 | 0.001363 | 0.004281 | 0.088061 | 0.286607 | 0.101035 | 0.005248 | 0.0 | 0.001444 | 0.0 | 0.453118 | 0.519877 | 0.027005 | 5 | 0.524498 | 1109.330429 | 5 |
65 | 0.383681 | 0.082652 | -0.128906 | 0.641253 | 1.061674 | 0.657600 | 0.558601 | 0.677993 | 0.786506 | 1089.852134 | 65.5 | 0.0 | 18.9 | 0.11 | 0.0 | 0.04 | 0.17 | 2.58 | 12.50 | 0 | 11 | 1.090135 | 0.000992 | 0.001531 | 0.003032 | 0.370730 | 0.083254 | 0.265404 | 0.0 | 0.0 | 0.0 | 1.815078 | 0.600599 | 0.000547 | 0.000844 | 0.001670 | 0.204250 | 0.045868 | 0.146222 | 0.0 | 0.0 | 0.0 | 0.008620 | 0.236726 | 0.754654 | 10.0 | 56.0 | 0.21 | 26.6 | 0.56 | 0 | 0.1 | 8.99 | 5.7 | 0.45 | 0 | 5 | 0.932024 | 0.002481 | 0.007794 | 0.160314 | 0.521768 | 0.183934 | 0.009555 | 0.0 | 0.002629 | 0.0 | 1.820499 | 0.511961 | 0.001363 | 0.004281 | 0.088061 | 0.286607 | 0.101035 | 0.005248 | 0.0 | 0.001444 | 0.0 | 0.453118 | 0.519877 | 0.027005 | 5 | 0.45535 | 1089.852134 | 5 |
76 | 0.406945 | 0.094842 | -0.195144 | 0.644493 | 1.045231 | 0.590208 | 0.549651 | 0.638286 | 0.785353 | 1102.198221 | 65.5 | 0.0 | 18.9 | 0.11 | 0.0 | 0.04 | 0.17 | 2.58 | 12.50 | 0 | 11 | 1.090135 | 0.000992 | 0.001531 | 0.003032 | 0.370730 | 0.083254 | 0.265404 | 0.0 | 0.0 | 0.0 | 1.815078 | 0.600599 | 0.000547 | 0.000844 | 0.001670 | 0.204250 | 0.045868 | 0.146222 | 0.0 | 0.0 | 0.0 | 0.008620 | 0.236726 | 0.754654 | 10.0 | 56.1 | 0.21 | 27.8 | 0.56 | 0 | 0.09 | 9.94 | 5.53 | 0.38 | 0 | 6 | 0.933688 | 0.002233 | 0.007794 | 0.177255 | 0.545307 | 0.178448 | 0.008068 | 0.0 | 0.002629 | 0.0 | 1.855422 | 0.503221 | 0.001204 | 0.004201 | 0.095534 | 0.293899 | 0.096176 | 0.004348 | 0.0 | 0.001417 | 0.0 | 0.487271 | 0.49055 | 0.02218 | 6 | 0.482573 | 1102.198221 | 5 |