{
"cells": [
{
"cell_type": "markdown",
"id": "e02d2586-f20b-4958-9472-bdf179f12007",
"metadata": {},
"source": [
"# Calculations using CO2 EOS\n",
"- DiadFit includes the Span and Wagner (1996) and Sterner and Pitzer (1994) EOS.\n",
"- This allows lots of useful calculations to be performed which rely on these equation of states\n",
"- Spreadsheets we use can be downloaded here:\n",
"\n",
"https://github.com/PennyWieser/DiadFit/blob/main/docs/Examples/EOS_calculations/Batch_processing_TC.xlsx \n",
"\n",
"https://github.com/PennyWieser/DiadFit/blob/main/docs/Examples/EOS_calculations/FI_densities.xlsx \n",
"\n",
"- If you want to use the Span and Wanger (1996) EOS you will have to download coolprop separatly. \n",
" Either pip install CoolProp or if you use anaconda, see these!\n",
" \n",
"https://anaconda.org/conda-forge/coolprop"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "15954384-0ef0-4653-bd8b-ce70a2ad8935",
"metadata": {},
"outputs": [],
"source": [
"#!pip install --upgrade DiadFit"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "032c6eec-1812-432d-ae8a-1d70e3f13b18",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'0.0.91'"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import DiadFit as pf\n",
"# Make sure this reads at least 0.0.56\n",
"pf.__version__"
]
},
{
"cell_type": "markdown",
"id": "3e1ef334-8434-486d-b075-fbee51d049bd",
"metadata": {},
"source": [
"## Set some plotting parameters"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "318e573a-62e6-4d5f-a371-8a9c101528e9",
"metadata": {},
"outputs": [],
"source": [
"plt.rcParams[\"font.family\"] = 'arial'\n",
"plt.rcParams[\"font.size\"] =12\n",
"plt.rcParams[\"mathtext.default\"] = \"regular\"\n",
"plt.rcParams[\"mathtext.fontset\"] = \"dejavusans\"\n",
"plt.rcParams['patch.linewidth'] = 1\n",
"plt.rcParams['axes.linewidth'] = 1\n",
"plt.rcParams[\"xtick.direction\"] = \"in\"\n",
"plt.rcParams[\"ytick.direction\"] = \"in\"\n",
"plt.rcParams[\"ytick.direction\"] = \"in\"\n",
"plt.rcParams[\"xtick.major.size\"] = 6 # Sets length of ticks\n",
"plt.rcParams[\"ytick.major.size\"] = 4 # Sets length of ticks\n",
"plt.rcParams[\"ytick.labelsize\"] = 12 # Sets size of numbers on tick marks\n",
"plt.rcParams[\"xtick.labelsize\"] = 12 # Sets size of numbers on tick marks\n",
"plt.rcParams[\"axes.titlesize\"] = 14 # Overall title\n",
"plt.rcParams[\"axes.labelsize\"] = 14 # Axes labels"
]
},
{
"cell_type": "markdown",
"id": "3ff83778-0788-4d55-98a6-dcdd283c636e",
"metadata": {},
"source": [
"## There are 3 main classes of calculations you can do using an EOS\n",
"- There are 3 variables related by the EOS, T, density and pressure. If you know 2 of these, you can calculate the third:\n",
"1) Calculate Pressure for a given T and CO2 density, using the function 'calculate_P_for_rho_T', can use EOS='SP94' or 'SW96'\n",
"\n",
"2) Calculate CO2 density for a given P-T. using the function 'calculate_rho_for_P_T' with EOS='SP94' or 'SW96'\n",
"\n",
"3) Calculate Temperature for a specified CO2 density and P using the function 'calculate_T_for_rho_P' with EOS='SP94' or 'SW96'\n",
"\n",
"\n",
"## You also have to use equation of states for microthermometry\n",
"4) calculate CO2 density given a homogenization temp. This requires knowledge of the position of the L-V phase boundary. This is only currently supported in Span and Wanger (1996), using the function 'calculate_CO2_density_homog_T'\n"
]
},
{
"cell_type": "markdown",
"id": "4f18f841-de01-44cb-bc5d-306bf3bd0ce4",
"metadata": {},
"source": [
"## Calc 1 - Calculating Pressures from densities and entrapment temps\n",
"- The fundamental tenet of fluid inclusion barometry is that your inclusion has a fixed mass and volume. This means if you can get its density today in the lab using microthermometry or Raman Spectroscopy, and you can choose an entrapment temperature, you can calculate a pressure\n",
"- We can extrapolate along an isopleth using Span and Wanger (1996), or Sterner and Pitzer (1994)\n",
"- This uses the function 'calculate_P_for_rho_T'"
]
},
{
"cell_type": "markdown",
"id": "a3eefc90-8e7b-46f1-a1fa-e955e6dd0862",
"metadata": {},
"source": [
"- Lets perform the calculation for a single fluid inclusion using the Span and Wanger (1996) EOS. This requires you to have installed CoolProp!"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "a9afdc5f-b727-406d-a715-d5f9064c07ad",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" P_kbar \n",
" P_MPa \n",
" T_K \n",
" CO2_dens_gcm3 \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 1.721807 \n",
" 172.180688 \n",
" 1200 \n",
" 0.5 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" P_kbar P_MPa T_K CO2_dens_gcm3\n",
"0 1.721807 172.180688 1200 0.5"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"P_SW96=pf.calculate_P_for_rho_T(\n",
"CO2_dens_gcm3=0.5, T_K=1200, EOS='SW96')\n",
"P_SW96"
]
},
{
"cell_type": "markdown",
"id": "0a400be4",
"metadata": {},
"source": [
"- Lets use Sterner and Pitzer (1994) instead - if you cant install CoolProp, this is the EOS for you!"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "79323c27-527a-488b-89f2-8f2cd0725e9a",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" P_kbar \n",
" P_MPa \n",
" T_K \n",
" CO2_dens_gcm3 \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 1.756787 \n",
" 175.678735 \n",
" 1200 \n",
" 0.5 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" P_kbar P_MPa T_K CO2_dens_gcm3\n",
"0 1.756787 175.678735 1200 0.5"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"P_SP94=pf.calculate_P_for_rho_T(\n",
"CO2_dens_gcm3=0.5, T_K=1200, EOS='SP94')\n",
"P_SP94"
]
},
{
"cell_type": "markdown",
"id": "67d13a6f",
"metadata": {},
"source": [
"- Now lets calculate Depth using SP94, using the crustal density model of Ryan-Lerner"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "978a352b",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0 7.139669\n",
"dtype: float64"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"\n",
"D=pf.convert_pressure_to_depth(P_kbar=P_SP94['P_kbar'], model='ryan_lerner')\n",
"D"
]
},
{
"cell_type": "markdown",
"id": "ea4c9b51-0c0e-4e0b-99d3-145816ee30c9",
"metadata": {},
"source": [
"- Lets perform the calculation for an entire spreadsheet of fluid inclusions"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "c04be256-e31f-41f8-b585-c31dd0e368f4",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" P_kbar \n",
" P_MPa \n",
" T_K \n",
" CO2_dens_gcm3 \n",
" Sample_ID \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 0.276826 \n",
" 27.682633 \n",
" 1373.15 \n",
" 0.1 \n",
" FI1 \n",
" \n",
" \n",
" 1 \n",
" 1.559737 \n",
" 155.973743 \n",
" 1473.15 \n",
" 0.4 \n",
" FI2 \n",
" \n",
" \n",
" 2 \n",
" 3.789037 \n",
" 378.903651 \n",
" 1423.15 \n",
" 0.7 \n",
" FI3 \n",
" \n",
" \n",
" 3 \n",
" 10.626112 \n",
" 1062.611174 \n",
" 1473.15 \n",
" 1.1 \n",
" FI4 \n",
" \n",
" \n",
" 4 \n",
" 26.062249 \n",
" 2606.224906 \n",
" 1573.15 \n",
" 1.5 \n",
" FI5 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" P_kbar P_MPa T_K CO2_dens_gcm3 Sample_ID\n",
"0 0.276826 27.682633 1373.15 0.1 FI1\n",
"1 1.559737 155.973743 1473.15 0.4 FI2\n",
"2 3.789037 378.903651 1423.15 0.7 FI3\n",
"3 10.626112 1062.611174 1473.15 1.1 FI4\n",
"4 26.062249 2606.224906 1573.15 1.5 FI5"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Get from here: https://github.com/PennyWieser/DiadFit/blob/main/docs/Examples/EOS_calculations/FI_densities.xlsx\n",
"df=pd.read_excel('FI_densities.xlsx')\n",
"P_kbar_SW96=pf.calculate_P_for_rho_T(\n",
"T_K=df['Temp in C']+273.15,\n",
"CO2_dens_gcm3=df['Density_g_cm3'],\n",
"EOS='SW96', Sample_ID=df['Sample'])\n",
"P_kbar_SW96.head()"
]
},
{
"cell_type": "markdown",
"id": "1d1ae9e8-5da8-4806-9209-2a3896763bf8",
"metadata": {},
"source": [
"- Lets convert these pressures into depths using the Ryan-Lerner density profile\n",
"- Note, Nans are returned for pressures outside the calibration range of this model"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "f8867468-4b21-4809-bdce-7a421cfe0ac1",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0 1.256957\n",
"1 6.419763\n",
"2 14.157451\n",
"3 NaN\n",
"4 NaN\n",
"dtype: float64"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"RL_D=pf.convert_pressure_to_depth(P_kbar=P_kbar_SW96['P_kbar'],\n",
"model='ryan_lerner')\n",
"RL_D"
]
},
{
"cell_type": "markdown",
"id": "04a816ae-a1d7-492f-b3e5-ec167c7e8cdd",
"metadata": {},
"source": [
"- Lets make synthetic data across a range of temperatures and densities (between 0-2000 K, 0.1 and 1.1 g/cm3) to visualize how pressure and temperature are related"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "9b87c521-f80e-4a85-a806-bf4316ee0b67",
"metadata": {},
"outputs": [],
"source": [
"# Chose an array of temperatures in celcius\n",
"T_C=np.linspace(34, 2000, 100)\n",
"# Convert to Kelvin\n",
"T_K=T_C+273.15\n",
"# Choose an array of densities (g/cm3)\n",
"rho_lin=np.linspace(1.1, 0.1, 11)\n",
"\n",
"# Now write a loop to fill out a pressure array\n",
"Pressure_SP94=np.empty([len(rho_lin), len(T_K)], float)\n",
"Pressure_SW96=np.empty([len(rho_lin), len(T_K)], float)\n",
"for i in range(0, len(rho_lin)):\n",
" P_SW96=pf.calculate_P_for_rho_T(CO2_dens_gcm3=rho_lin[i], T_K=T_K, EOS='SW96').P_kbar\n",
" Pressure_SW96[i, :]=P_SW96\n",
" P_SP94=pf.calculate_P_for_rho_T(CO2_dens_gcm3=rho_lin[i], T_K=T_K, EOS='SP94').P_kbar\n",
" Pressure_SP94[i, :]=P_SP94\n",
" "
]
},
{
"cell_type": "markdown",
"id": "0511cd67-0f45-43d9-a729-b238d699d61d",
"metadata": {},
"source": [
"- Now lets plot it up!"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "71ffded6-df65-492a-8817-84ebcf46705f",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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PYshlAAia4lJH41CGV05rZFNALN0ha9lW2BNPPFGh9zds2JBnnnmmXO+NyWI5VFROPfVUXn/99TJNZEeJ2diUHd1cQm7onIioJChXkuT4ok6KiiE3kRe6iTz9krCoJOJUx5Ds+I4EdUTliApWnbBYXzaxUa54xF9++YVAIBDvtdjY2ISRMoRff5o8fQQmmxE0xaPNwq1NRgh3dS8vrpjyAD79IXJDZ6LLrwGFBOVSkh3/h0u9pQo+ryjwsxzuVcOiwt5++22++eYbTNNk1KhRNGrUiM6dO/P0009X99LKl8fSvn171q5dG++12NjYAIZcj08fjSGXA+BQhuJWJyNESjWvLL5Yjvm38BvPA9kAaGIALvVeVKV8e/vlW0ds4caxhSRXDZMmTWLmzJkYhsGpp57K6tWrefnll/H5fEyZMgVFUbjjjjuqbX3lEpannnqKiy++mF27dnHuuefStGlTNK3opfr371/hBdrYHClIKQmab4ad1QEEKbjUKSSoQ6p7aXHFypj/Cr/+OCZbAVBEOm71fjTlX1W/IJMYw40rfSUx88Ybb7Bw4UL27NlDv379WL9+Pe3atQPguOOO47zzzqt9wnL22Vbc+AcffMCHH35Y4nmGYZRvVTY2Rxim3I1PvwddLgTyWwU/jiKaVPPK4otuLsVvTImU8Rc0DjvmL6g0H0qp1MJw48zMTDp06ECrVq1wuVy0bNkycqxz587s3bu3GldXTmF58MEHbWe8jU2cCJlf4tMfQJIFuMKFI6+sU98xU+7Ab0wnZP4vPOLCqdyAU70eIRKrdW21sQhlx44dmTt3Lueeey65ublRvytTp07l6KOrN7ijXMIyadKkOC/DxubIQ8psfMZDhMw5AKiiB27taVTRoZpXFj+kzCVg/IeA+SoQAAQO5Xxc6hgU0bS6l2dRC8vmT5kyhQsuuICMjAySkpIi47169SIjI4N58+ZV4+rKGRUWC4sWxaE4nI1NHUU3fycnNCQsKgpO5RYStY/rjKhIaRA0PiAndBoB8wUggCpOJEn7DI82veaICrEmR8bm4J83bx7HHXccHo+HNm3a8Nhjj5VYmwusYr5Tp06lU6dOJCYm0rt375iSyc8++2w2bNgQJSoATz/9NKtWreKoo44q/YNXIuWyWAzDYPr06bz//vvk5uZimgVeLV3XycrKIjc31/ax2NgcgpRBAsazBMyXARNBKzzak2jKcdW9tLihm4vwGY9gylUAKLTBpd2HJk6vmdt7pkDG0h2yFKtm0aJFDB06lIsvvpgpU6bw008/8cADD2CaJg888ECx75k0aRKPPfYYDz74ICeffDIff/wxl1xyCaqqMmLEiMPO17x50fbSAwcOLP1zVAHlEpb8v4iEhARSUlLIyMigVatW7Nu3D5/Ph8fj4b777ov3Wm1sajVW//m7MOQ/ADiUC3CrDyJEcjWvLD4YciN+fWqk2jLUw6XeFvYXxaMKcSURJ+f95MmT6d27N2+9ZSWzDh48mFAoxNSpUxk9ejRud9F8nNdee43LLruMiRMnAlaVkr///psXXnihVGGpyZRrK+y9996je/fu7Nmzh59//hkhBD/++CNZWVlMnz4dn8/HCSecEO+12tjUSqSUBI33yQ2diyH/QZCCR3sejza9ToiKlFn49CnkhgaHRUUlQbmKZMf3ONV/12xRIT5bYYFAgAULFnD++edHjY8YMYLc3FwWLlxY4vvq1asXNdaoUSP2799f8Q92CDk5Odxyyy20adMGTdNQVbXIq7i0kfJQrqts2rSJyZMnk5KSQkpKCsnJySxatIhLL72UMWPGsGDBAmbMmMHQoUPjskgbm9qKKTPx6feHM8pBFX3waE+giNpf3l5KnaD5LgFjBpIDQDjBUbsfVXSs3sWVhWLK5gd0g4AenbiS5y95a3/jxo0Eg8EiRRs7drT+HtauXcsZZ5xR5H2jR49m6tSpnHvuufTt25e5c+cyb948HnvssfJ+mhIZN24cM2fOpHnz5vTp0yduIlIc5b5yo0aNIn/u2LEj//zzD5deeikAZ511Fo8++mjFV2djU4vRzZ/w6mOR7AUcuNSxJCj/rhOdHUPmD/iNRzHlOgAU0QmX+gAOpfYlRUuKhhI/sWADU79fF/M1Dh48CFDE+khOtizS7OzsYt932223sXDhQs4666zI2MiRIxk3blzMc8fK3LlzGTZsGLNnz0ZRKvd3sFzC0rp1a9atK/hLb9euHcuXL4/8rCgKmZmZFV+djU0tRMoAfuMpguYrACh0wKM9g6rU/mZ3htyAX38EXS4AQFAfp3onCcqlCFF5T8CVSXHbXKP7d+SWvu2jxv7Zlc3Zr/1S7DXyA5hKCk4o7kYeCATo168fu3fv5uWXXyY9PZ2ffvqJRx55hKSkJGbMmFGej1Mi2dnZDBkypNJFBcopLGeddRYvvfQSJ554IkOHDuX444/n4YcfZu3atbRr1473338/KhPUxuZIwZAb8ep3YMoVACQol+JSx9f6wpGmPEjAeJag+TagAw4SlKtxqbciRL3S3l6zKaaki1PRcB7iGkp0lHy7TE1NBYpaJjk5VnOylJSidd4+/vhjli1bxjfffMOgQYMAOOWUU0hNTeXWW2/luuuui1sPeoC+ffvy119/8e9//ztu1yyJcknXfffdR0pKCueffz779+/nuuuuIyEhge7du5OWlsbChQu5+uqr471WG5sai+Wg/4Dc0LmYcgWC+ni0/+DWHqnVoiKlTsB4i9zQQILmG4COJgaR5JiHW7u/9osK8XHed+jQAVVVWb9+fdR4/s/dunUr8p4tW7YAcPLJJ0eNn3LKKQCsXLmyQp/rUKZPn84HH3zAjBkz2L17d1yvfSjlEpbGjRuzbNkynnnmGRo1akSDBg344YcfOOWUU2jXrh0TJkyww41tjhikzMKr34rPuA/woYq+JDm+xKGcXt1LqxC6+RO5+jn4jYlIDqKIzuEOjjNRRbvqXl4cqXjZfJfLRf/+/ZkzZ05UQuTs2bNJTU0tNko2Pd3qgnloxNjPP/8MECkqGS/atGlDr169GD16NC1atKh5UWFgOaluu+22yM89evTg22+/Pcw7bGzqHrr5O179LiS7AA2XOoYE5fpa7aA35Gb8+qORfJS64Ec5LIYSW4JkKeeMHz+eQYMGcdFFFzFy5EgWLVrE9OnTmTZtGm63m+zsbFauXEmHDh1IS0tj6NChnHjiiVxxxRVMnjyZ9PR0fvvtN6ZMmcK5554b95SNO+64gwULFpCWlkanTp1wOBxxvX5hKvRbsnHjRj799FPWr1+Ppml06dKF4cOHF5sRamNTl7C2iJ4nYD4PmCi0wa3NQFOqt5RGRZAyB7/xAkHzdSAEaCQoV+BS76hzvWAKE68ilAMHDuTjjz9m4sSJDBs2jBYtWjB9+nTGjBkDwOLFiyPdd6+55hpUVeXrr7/mgQce4OGHHyYzM5P27dszfvx4Ro8eHYdPFs3cuXM577zz+Oijjyo11BgqICzjxo3j6aefjirnAlZc9rRp07jzzjsrujYbmxqJKXfi1e/CkH8A4FDOx61OQoikUt5ZM5HSJGR+jN+YjmQfAJroj0sbX7vyUcqJFW4cQ6OvGK41fPhwhg8fXuyxAQMGFKkbVq9ePZ577jmee+65GK5eMYLBIEOGDKl0UYFyCssLL7zAk08+yYknnsiYMWPo3LkzpmmyatUqHn/8ccaMGUOrVq244IIL4r1eG5tqJWTOx6ffGy5xn4RbfYgEdVh1L6vc6OZi/MbkSJkZhba4tAfQxMCaWderMqiF/VjKQ58+fVi8eHGVzFUuYXn55Zc56aSTWLhwIapa0Jynd+/eXHDBBZx44ok89thjtrDY1Bms3JRHwuG2oIqjcGszUEWbal5Z+TDlHvzGNELmp+GRpHBdr6trfAmWeCNNgYyhbH4s59Rkpk6dymmnnUaHDh245JJLaNq0adT9O56Uy8O4fv16LrvssmIXlZCQwDXXXBP3UDkbm+rCkBvI1YdHRCVBuYFE7cNaKSqWQL5ITui0sKgIHMqFJDu+CzfdOrJEBeJbNr8mc/XVV6OqKnfffTetW7cmISGhZkWFNW/e/LBx0H6/n7S0tHIvysamJiClJGR+jM+YCPgQNMStPVk7y5ZIiS6/w69PifSZV8UxuNQHa3XAQXyIcSvsMOHGtYGGDRtGleKqTMolLLfffjsTJkxg2LBhHHdcdB+JjRs3MmPGDG6//fa4LNDGpjqQMhef8WBkq0gTJ+PWnkIRte+BySrD8jC6/BHI7zN/Lw7lvCPHj3I4ZGzO+5i89zWYBQsWVNlcMQnLyJEjix3v06cPZ599Nl27dkVRFDZs2MAXX3xBUlISXq+3Qgvbtm0bPXv25NNPP2XAgAGR8TVr1jB69Gh++uknNE1j2LBhPPnkk5GSCjY2FcUwV+LVb8VkM6DiVO/Eqdxc63JTrPDh5yIZ85CAUxmJUx1VayPYKgNpWq9YzqsLrFq1io4dO0byWH788UdSUlLo1atX3OaISVjeeOONEo/NnTuXuXPnRo15vV4eeeQRHnrooXItasuWLZx55plkZWVFjR88eJDTTjuN5s2b89Zbb7Fnzx7uvvtutm3bxtdff12uuWxs8pFSEjTfxm88AgQRNMOjPYOmHF/dSysTVvjwJ/iNaYXCh0/DpT2AKtpW7+JqIkdIVFgoFOLaa6/lvffe459//omUmXn55Zf54IMPGDVqFM8++2xcrNiYhGXTpk0VnigWTNNk1qxZjB07ttjjL730EgcOHODvv/+O+HBatmzJ2WefzU8//cS//vWvKlmnTd1Dymx8xv2EzC8B60bs1h5HEfWreWVlw5D/ENAfwZB/A/nhww/iUAZU78JqMKZUMM3SrVFT1i6L9VCefvpp3n33XS699NIoH/h9991HYmIiL774Ij179uSGG26o8FwxCUubNmWPfvnrr7/K/L5ly5Zx8803M2rUKAYNGsSQIUOijs+fP59+/fpF/aWceeaZJCcn8+WXX9rCYlMuDPMfvPptYae2A5d6NwnKyFrlf5Ayk4SkaQT4PJwinohLvZUE5do6G+klzSBkfROHCx0ZFsusWbO4+OKLeeedd6LGe/bsySuvvEJ2djYvvfRS1QnLodxwww3MnDmz2GO6rjN58mSmTZtGMBgs03Vbt27N+vXradmyZbGOplWrVnHxxRdHjSmKQrt27Vi7du1hr33w4MEi7T6dTidOp7NMa6wthEKhyOtIoiyfW0qJztuEmAaEELQggWdQzKPQTb3yFxsHpNTR+YCQfAaHyyrZrnIuDsahmE2wmiDWsd8BIw8OfIjYNwuRsa3Cl7N8LLHksVR4qmpl8+bNh62Ictppp/HFF1/EZa5yCcurr75KYmIiTz/9dNT4smXLuPrqq1m6dCnt27cv4d0l06BBAxo0aFDi8YMHDxbp0AZWl7aSOrTlc+aZZxYZGz16dKSOT10jFApFhLQyi83VNGL+3CIXZ9JUNOcCAPRAPwK594GsB2RU/kLjgKItJSHpaVRtPQgI+NoSzBuNwjHhM2rH54gVYR7E452Dx/sJirT6nBgiFaiouMSao1K7LZbU1FQ2bNhQ4vGtW7fi8XjiMle5hOWWW27h2WefxePx8Mgjj2CaJo8++ihTpkxB13XuuusupkyZEpcFFkZKWez2hJSy1K5o8+fP59hjj40aq+sWC0BaWtoRJyxw+M9typUEuAMZ3vpyMA638yrquWrHjUPKvQSZjsH/wiP1UIzb8R0cQFpa07r37x3ajdj3BmTORkgfADKhLTLtOgxvE2BAxa4viS2UuJaHGw8aNIgXX3yRK6+8ku7do7uZrlu3jhdeeKHYB/DyUC5hee655xBCMHXqVLxeLz///DN//vkn3bp147///S8nnnhiXBZ3KCkpKcVaJrm5uaV2rExNTaVhw4aVsq6aisPhiLyOJEr63FbU13v4jYewor6a49GeR1N6V8s6y4qUIYLmm/iNGUAuVtb8xbjUMRiiHg5HRp3695b+Tci9ryAzPwMZ3s5zd0dpehOkDEIIFcfm3ys+T4xZ9bU9837ChAl88sknHHfccZx99tmkp6cjhGDNmjV89dVXqKrK5MmT4zJXufP388PSZsyYgaqqTJgwgfHjx1fqL3WXLl2KdGgzTZNNmzZx/vnnV9q8NrUfKfPwGeMJmZ8B+VFf01FEavUuLEZ08zd8xkRMafkSVXEULnUymmLlHhh1yI8ivSuRe/6DPDiPiJmQdAJKk5sg+eS4B1UcKcLSsWNHFi5cyO23386nn34aVWn5pJNO4vnnn6dLly5xmatChWFmzJiBoig8++yzNGjQoNKflM444wwef/xxMjIyIpFh8+fPJycnhzPOOKNS57apvRhyPV79Fky5DlBxqePCzbhq/o3CKhb5GCHT2vYS1Mel3o1DubDWJWyWhsz9C3PPy5D9Q8FgvVNRmtyISDqm5DdWdF4ZYxHKWiYsCxYs4F//+ldU/a9evXrxww8/sH//frZs2UIoFKJdu3Y0btw4rnPHJCylOeKllIwePZoZM2ZExoQQh3UUlYdRo0bx3HPPcfrppzNx4kT279/P3XffzVlnnUWfPn3iOpdN3SBofIbPeADwImiCR5uBpsS3M19lYG17zQpve+UBggTlMpzqmFpjZcWClBJyfsbc8xLk/hEeVRD1z0Y0uQHhTq+CRRBjuHGlrySuDBw4kOTk5EjqxuDBgyNNGBs2bFiproGYhMU0zcM+3eXnqxQ2rQ5taBMPGjVqxPfff8+dd97J5ZdfTnJyMhdeeCFPPPFE3Oeyqd1IGcSnP1yozH1fPNozKKJqivBVhKLbXr1xq5NRlZ7VvLL4IaUJWd9g7v4P+JZbg8KBaDAc0eR6hLPqKkdLM7YESRnDOTWJrVu38sUXX/DVV19x5513kpeXR8+ePTn77LM5++yz6du3b6lBT+UlJmHZvHlzpUx+OIrrtgbQo0cPvv322ypfj03tQSi7CTAK01wGgFO5Fad6B0JUTu+JeGHKjPC216dA3dz2klJHHvgCuec/4A/7SxU3ouHFiMYjEQlNq2FN8WlNXNNo2bIlN954IzfeeCOhUIgffviBr776ik8++YSpU6eSmprK6aefzpAhQzjzzDNp0qRJ3OaOSVj8fj8ul6tCE/l8Ptxud4WuYWNTGoZciDt1DCZZCFJxa0/V+HImUuoEzXfwG0+SH+2VoFyKUx1bZ7a9pBlEZs5B7pkJwe3WoJqMaHQFIu1qhKPk/LVKX9sR4Lx3OBwMGjSIQYMG8eSTT7J58+aINTNq1Cj8fj+9e/dmyJAhcYkMi+kxqHPnzrz33nvlnuS1116jc+fO5X6/jU1pSGniN54lwPUIJQuFHiQ5/lfjRUU3/yZXH4bfmAzkooqeJGpzcGtT6oSoSMOLufd1zJUDkdsetERFa4BoNhql+wKU5ndVq6hYixRgxvCqxcJyKG3btuWWW27h888/Z//+/Xz++ef07du3Qvf5wsRksTz11FPceuutPProo1x77bWMGDGC1q1bH/Y9u3btYtasWbz66qtkZWXx/PPPx2XBNjaHImUWXv0udLkAgJDvPOq5p6CIxOpd2GEw5QH8xnRC5vvhkXrhaLVLavyWXSxIIweZ8TYy4w3QD1iDjiaIxtchGl2EUGrO7sWRYLEcDqfTyeDBgxk8eHDcrhmTsIwYMYKBAwdy7733cv/99zNu3DiOPvpojjnmGDp16kRqaiqmabJv3z42b97Mzz//zJo1a9A0jWuuuYbJkyfTtGnV753a1H0McwV5+igk2wAnCUwiL68fwlMzCy9aJe1nh0vaWzdch3IBLvWeWhFYUBpSP4DMeBOZ8SYYVtkVElpZEV4NhiOUmvfvImNs9FXbfCyHUlobEyEETqeTpk2b0qdPHzp16lTuuWLOY2nQoAEzZ85k8uTJzJgxg08//ZRXX3212HN79OjB/fffz/XXX1+qZWNjU16CxpxwKHEAQSsStZcwjU7U1BpZhrkan/EghvwTAEV0xq0+VCvCn0tDhjKQe19H7nsXzHCTP1cHRJObEPWHIER8eqlXCrH2s6/lFsukSZMi0b2HBkYdOi6E4NZbb41KISkLZf7XbtasGVOnTmXq1Kns3LmTdevWkZGRgaIoNGvWjLZt29KsWbNyLcbGJhakDOI3HiFovgWAJk7BrT2NIlIxjZqXgS5lHn7jWYLma4ABuHGpd4RL2tfu8isyuAu55xXk/o9ABqxBdzeUpjdDyum1IppNxliEUtbyIpS//vorQ4YMoWXLltx9991069YNl8vF6tWrmTFjBr///jsvvfQSmqbx9ttv8/zzz9O7d2+uvfbaMs9VoceI5s2bRxJubGyqAlPuxavfgiH/AsCp3I5Tvb3G3sBC5jf49ElIdgGgiTNwaw+iiNr9vZGBrVbZlcxPC+p4eXqjNB0F9U6pFVUNIhwh/ViefvppWrRowa+//hpVfLdLly4MGTKEvn378u233zJr1iwuvfRSzjjjDGbOnFkuYamZ30Ybm2LQzb/IDQ0Ni0oyHu0VXNqdNVJUTLmDvNANePUbkexC0BKP9iqJjpdrtahI/wbMLXdjrjwzbKWEIOlElI6zUDp/gEgZULtEBTANEfOrNjNv3jyuueaaYiu6a5rG5ZdfHtVm/rzzzmPVqlXlmqsGb3za2FhYVYnfwW88DIRQRGc82kuool11L60IVimW18OlWHyAhlO5Aad6C0LUnEiosiJ9a5C7X0Ie/IpIbZPkfihNRyGSjj3se2s6khid95W/lErH6/WWeCw3NzeqQV7hGmNlxRYWmxqNlAF8xoOEzI8AcChn41anIWpgKLFuLsZnjMeUqwFQxfG4tSmoovzRNdWN9K7E3P1CdAvglNNQmtyMSDyq+hYWT44Q531+BeOrr76aFi1aRB3bu3cvL730Escdd1xkbP78+XTs2LFcc9nCYlNjMeVuvPrNGHIpoITzPG6ocVstUmbjNx4naL6H5eKtj0u9F4cyosatNVZk3lLM3S9C9vfhEQGpZ6I0uQnh6Vata4s3R0oey+TJkxkwYABdu3bl6quvpkuXLjidTlavXs27777L/v37effddwGrKdj333/Ps88+W665bGGxqZHo5l949ZuR7EOQglt7FofSr7qXFYWUkpD5OX7jYST7AHAoI3Cp96KIas4mLycyd7FloeQsDI/kVxq+GeGuvZbXYTlCnPcnnHAC8+fP5+abb+aFF16IOta5c2fefvtt+vfvz549e/jll18YNWoUN998c7nmqrCwrF27ls2bN3Psscfi8XhQFKXOtvu1qRqCxvv4jIlY/pQueLSXUUXVVbuNBVNuw6dPQJc/AqDQHrf2CJpSOd1TKxuZ+wfmruch95fwiIpoMNTKQ3HVPF9WPDlSLBaAfv36sXz5clauXMmaNWsIBoN07tyZo48+OnJOkyZNyMvLq9A85Q6n+fXXX+nZsyddu3blrLPOYunSpfz888+0bt2ajz76qEKLsjkykTKET5+Az7gfCKGJs0jSZtcoUZEyRMB4mZzQmWFRScCp3kGS44taJypSSmTOrxjrrsBcd3lYVDREwxEo3eajtJlW50UFCpz3pb6qe6Fl5IUXXsA0zWKPdevWjeHDh3PxxRdHiUphdF0vd4JkuYRlxYoVDBo0iD179nDFFVdExhMTE9F1ncsuu4wff/yxXAuyOTIx5X7y9CsJmu8AAqc6Bo/2fI1y0uvmEnL18/AbjwN+VNGHJMeXuNQ7EKL2WOlSSmT2z5jrLsNcfxXk/m71Qml0KUr3b1BaP4pwHjkVM6QZ+6s05s2bx3HHHYfH46FNmzY89thjpfam+uKLLzjhhBNwu920bNmSO+64o8IWA8B///tfevTowezZs9F1Peb3+f1+3nzzTbp168Ybb7xRrrnLJSyTJk0iKSmJ5cuX8+STT0b+4vr06cOyZcto1qwZ06ZNK9eCbI48DHMVuaFhGPJ3IAmPNhOXekuNcXxLmYNPn0SefgGmXG2V41cfJ1F7G1UcvrtqTcISlIWY6y7B3HAt5P0FIgHR6AqUbt+itJqMSGhR+oXqGrFYKzH4YRYtWsTQoUPp2rUrc+bM4corr+SBBx7g0UcfLfE9c+fOZejQoXTv3p0vvviCe++9l9dff53rr7++wh/rjz/+4NJLL+WKK66gSZMmXHfddXz++efs3LmzyLk7duzgww8/5KabbqJ58+bccMMNjBgxgt9//71cc5fLx7JgwQJuueUWGjduzP79+6OOtWjRghtvvNGuZmwTEyHzK7z6WMCHQhs8jldQRflCHCuDkPktPv1BJLsBcCjDcan3o4jKa+sab6SUkP0j5u7nwbvUGhRORKOLrWrD1dBcqyZhytg6SJry8OdMnjyZ3r1789ZbVqmhwYMHEwqFmDp1KqNHjy7Sj0pKyZ133skFF1zA66+/DljthA3D4Nlnn8Xr9eLxeMr5qUBVVSZMmMAVV1zBk08+yRtvvBGZx+VyRYoH79+/H8MwkFLidDq5+uqruf/++ytU57FcwpKTk1MkDrowDRo04ODBg+Vdk80RgJQmAfM5Aoa1h6uJfni0ZxEipZpXZmHKvfj0yejyKwAUWuPWpqAp/6rmlcWOJSg/YO5+Drz/WIPChWh0CaLJdQhH4+pdYA0hHs77QCDAggULijTJGjFiBI8//jgLFy7kjDPOiDq2ZMkSNm7cWGS76Y477uCOO+6I/QOUQrt27Xj++ed5+OGHmTdvHt9//31UjcejjjqKtm3bcuaZZ3LmmWeSmFjx7edyCUu7du34448/SjTXvvvuO9q2bVuRddnUYaT04TPGETK/BCBBGYlLvbdGVMC1Qog/xGc8CuQAKk7lunA9stqROV+yoFwaFpS06l1gDSMeZfM3btwYibAqTH6C4dq1a4sVFgC3280555zDd999h8vl4oorrmD69OkV7tp7KPXr1+fSSy/l0ksvjet1i6Nc3+TLLruMKVOmMHjwYE455RTAKrNsmibTp0/nk08+4f7774/rQm3qBqbcRZ5+I6ZcDjhwqw+ToF5U3csCwJCb8OkPYMhfAVBFT9zqY6hKLUkIlBJyfsTMeLFAUBQ3otFliMb/Rjhqf7+XSqEYiyVo6ARNI2rMGyrZAZ6/Q1OvXr2o8eTkZACys7OLvCcjw2rvMHz4cC677DLGjBnDH3/8wcSJE9m7dy8ffPBBmT9KTaFcwnL33XfzzTffcOGFF5KamooQgptuuol9+/Zx4MABevXqxX333RfvtdrUcnRzSbgoYwaChni0F9GU46t7WVYIsflqeFsuiFXWfjQJyjW1opujDAtKg8wZKLpVTsYSlMvDglJ7/EFlQZoGZCyLw4XCrYcL8fqGX3llw88xXyI/rLekgBNFKeqfCQaDgCUs+cFOp556KqZpct999/HQQw/RpUuXmNdQkyiXsDidTr777jueeeYZ3n//fdasWcPWrVtp164dt9xyC/fcc0+FnE42dY+g8T98xt1AEEV0IVF7BUW0rO5lYZj/4DXuw5QrAcvXY/Wbb1XNKyudAqf8cyjeZSiAFG6UtDouKHm7kBvnIjfORazYVPHrFWOxXNOuL5e1ic5LWpuzhxv/eKfYa6SmpgJFLZOcHKuLZkpKUd9hvjVzzjnnRI0PHjyY++67jyVLlhxZwvL555/Tr18/xo0bx7hx4+K9Jps6hJSSgPEMAfM5ADRxGh7taYRIquZ1+fAbMwia/wUMBKm41Ak4lGE1Jsy5JCwLZSHmruciUV5SuPC6z8Pd+hYUd92L8pJGCHYuxFz/Gez+jfxaw9JRcUdzccLiEA4canQTNrdScq5Shw4dUFWV9evXR43n/9ytW9Ht1PzWv4FAIGo8v8LwoVFktYly5bFcffXVPPLII/Fei00dQ0o/PuOOiKgkKDfg0V6udlHRzV/JDZ1N0JwJGDiUc0hyfE2COrxGi0pBYuMlmBuus0RFuBCNRyK7zCc3+WbQ6paVIrO3Yi55HvOzczF/ug92/wpIaHIcou/D8K8nKz6HjP1VEi6Xi/79+zNnzpyohMjZs2eTmprKCScUbT/dv39/EhMTee+996LG//e//6FpGn369KnwZ6suymWxBAKBcpdTtjkyMGUGXv1GDLkE0HCrU6rdSS9lDn5jargKMQia4tYewqEMqtZ1lYaUEnJ/xdz1rJXUCOE8lMsiUV5GKARkVOs644U0AshtC5AbPoW9iwsOuBoi2p+DaD8UkRzeRt1TvgS+qPniEBUGMH78eAYNGsRFF13EyJEjWbRoEdOnT2fatGm43W6ys7NZuXIlHTp0IC0tjaSkJB566CHGjBlD/fr1Of/881m0aBHTpk3jjjvuIC0tvtF77733Hueff36V1HIsl7CMHDmSZ555hv79+5Oenh7vNdnUcgxzDXn6dUh2IEjBo72EppxUrWsKmd/j08dHWgQnKJfiUu9BiHqlvLN6sYpDzrDKrkA4U/5SRJPr61weiszaiNzwGXLTlxAM+yqEAs1OQukwDJqfjFAqIyQ9xn4spfS8HzhwIB9//DETJ05k2LBhtGjRgunTpzNmzBgAFi9ezKmnnsrrr7/ONddcA8Do0aOpX78+Tz75JK+++irNmzdn8uTJ3HPPPRX8TEW5/PLLSUlJ4ZJLLuHaa68t1oqKF+X6VzIMg+3bt9O9e3c6dOhA06ZNi3QbE0Lw3XffxWWRNrWHkLkQr34LkItCWzyOV6u17IkpD+A3HiZkfgqAQhvc2mPVLnSlIXMXhwUlXG1YOBANL0Y0uaFOZcpL3Y/c+p1lnewrFOHlaWJZJu3PRSQ2qdQ1mGaMmfcxnDN8+HCGDx9e7LEBAwYUWzfs2muvLVdf+bLy7rvv8uabb/Lqq68yc+ZMunTpwrXXXssVV1xBs2bN4jpXuYTlpZdeivx5/fr1RRxWUHLYnU3dJWC8i9+YCBio4kQ82ksoIrXa1hMyvwqXY9kPKCQo1+JSR9foREeZt8wSlPx+KMKBaDjCKl+fEN8vf3UiD6xDbvgUuXkehHKtQaFCi3+hdDgPmp6EUKom1FuaAmnGsBUWwzk1mUsuuYRLLrmEPXv28NZbb/Hmm29yzz338MADD3DGGWdw7bXXMnToUBwOR+kXK4VyCUtJpZhtjkykNPEb0wiarwDgUC7ArT6CEAnVsyBxgIB8GEOfD4AiOuFWp6EpvatnPTEgvSstH0r2/4VHVETD8xFNR9WZwpBS9yG3fGNZJ/tXFBxIbI7ocJ7lP3FXfRLnkdTzHqx+K2PHjmXs2LEsXryYjz/+mM8++4yLLrqI+vXrc+WVV3LDDTfQtWvXcs9R/TU0bGo1Uvrx6qPR5TwAnOpdOJVbq8VilVKiyy/w1J+MQRZWOZYbcaq31diy9tK3DnP3s3BwfnhEsRpsNb21zpSulwfWItd/itz8Fehea1Co0PKUsHVyAkKUuzVUxdd3BDX6OpSUlBSSk5PxeDxIKcnNzeWll17i2Wef5cILL2TmzJlFqgnEQrmE5c0334zpvKuuuqo8l7epJZhyP179Bgz5N5CAW51GgnpeNa0lw+royNcIBQRdSNSmoyo9qmU9pSH9m5G7n0Me+BzrWVgg6g+xBMVVe0rxl4QMeZFbvy1qnSS1tKyTdkMQ7hoSGh2jsNT21sT5ZGZm8v777/P222/z22+/IaXkqKOO4umnn+bKK69ECMELL7zAxIkT0XWd2bNnl3mOcgnLNddcE9MTqS0sdRdDbsQb+jcmW8KRX/9BUyovyqQkrKKR/8NvTEZyENAI5l1NSuKdqErNaRKWjwxsR+5+EZn5CRCuRZV6JkrT2xDuzod9b23Ask4+sXwn+daJoiFaDkB0GAZNjq1W66Q4jhSL5eOPP+att95i3rx5BINBUlNTuemmmxg5ciTHHnts1Lnjx49n0aJFzJs3r1xzlUtY8mv6F0bXdXbv3s0HH3yAaZq89tpr5VqQTc1HN//Cq9+A5ACCViQ6XkMVHap8HRErRX4NgCK6kyAfJc/XEJFUTf6dEpChPcjdLyH3fwTSyqym3qkoze5AeGpJkcsSiPhO1n8CmSsLDiS1RHQYhmg/BOFqUH0LLIUjRVguvPBChBAMHDiQkSNHlprT0qhRI/r27VuuucolLFdffXWJx8aOHcsJJ5wQabdpU7cImfPw6ncBAVRxFB7tFRRRtWXYLSvlc/zGJCQHAAdO9Vacyk1YHVhrTqKgDGUi985EZrwDMly6I6kPSvO7EIm9q3VtFUUeWFsosivcSjdinQwPWyc1/2Z8pDjvJ06cyLXXXhtzA69YXR7FEXfnvdPp5Nprr+WZZ54p0vTGpnYTMGbhNx4CZLjm1wyEqNpio6bch09/MBIsoIhueNTpqEp+BEuoStdTElLPRu59DZkxC8zwTTfxGJRmdyGSTzz8m2swVt5J2Do51HfScRii3TkIV/3qW2A5OFIslokTJx72uGEYbNq0KS5VVSolKkxVVfbs2VMZl7apBqxw4sfDtbUgQbkclzqxyhtzWXkpE5BkAlrYSrkZISoedx8vpOFFZryF3PsqGFnWoLsHSvM7IblfrXiCLw6ZtdHynWz6MirvRLQcgOg4vEb6TmJFGgqmUfraZQzn1GRUVeXtt98usdHXrFmzuOuuu8jKyqrwXHG/M2zbto0XX3yR9u1rf2SLDUgZxGfcQ8j8DACnOjZ8M6+6G6QpD+I3JhEy/weAIrrgUZ9AVbpX2RpKQ5pB5P4PkLtfAn2fNejqiNLsDkg5o1YKilWz63vk+jmQsbTgQGLzAuukpkR2VQBrKyy282oTO3bsiKp+IqXkxx9/jFRPLoxpmrzzzjtxy1Esl7CUJBo+n4+MjAxM0+S5556r0MJsqh8pc/Dqo9Dlz1iFJKeSoJ5fpWsImQvw6fci2QsoOJWbalReipQ6MvMz5K7nILTTGkxohWh2G6L+ubWiUdihyOytyA2fIDd+AcHw06tQoUU/lI7Dqz3vJN6YUmDGsM0Vyzk1iUaNGjFp0iS2bNkCWNVQZs6cycyZM4ucm19q5oorrojL3OXOvC/uCSwpKYnOnTszcuTIwzr4bWo+pswgTx+JKVcAHjzaiziU/lU2v5S5+IxHCJlWe1aFDri1J9CUXlW2hsMhpQkHv8bc9QwENlqDjsZWHkrDC2rU9lwsSFOH7T9grp8De/4sOOBpEs6KH4rwVG2QRpURY3Xj2mayOJ1O5syZw9KlS5FSMnLkSG644YZiy/GrqkqTJk0YOHBgXOYul7Bs3rw5LpPb1EwMuRlv6BpMtoZbCP8XTTmqyubXzd/w6uOQbAcECcpIXOoYhHBV2RpKwmqy9TPmzqfAt9waVFMRTW5EpF2OUKp/jWVB5u2yKgpv+B/494dHBTTva1knzfpWWc2u6qIuO+979+5N7969Afjhhx+49tprOfHEyg8eiauPJTc3F1VVa3XnsyMdw1xOnn4tkv3hHJU3UEW7KplbygB+48lwV0eJoCUebTqaUjOiqGTeEsydT0Lub9aAkohofA2i8UiEmly9iysD0jRg1y+WdbJzEZFHcVcDyzLpOAyRWHcKXpZGXRaWwhSXf1hZlHujdN68eUyZMiXy89ixY6lfvz4pKSnceeed8VibTRWjm4vI1S9Dsh9FdCXJMbvKRMUwV5Crn0fQfBWQOJSLSXZ8WSNERfrWYWy8GXPtRZaoCAci7RqUbt9ZCY61RFSkbz/mijcwP78A88cxsPNnrG6Mx6Oc/CjKeXNRet18RIkKFAhLLK/ahKqqvPvuu1E/l/Y6tP1JeSl3z/vzzjuPDh06MH78eBYuXMhTTz1Fhw4daNGiBc899xxdunTh5ptvjssibSofK/HxTiCIKk4iUXu5SppgSWkQMP9DwJgBhBA0xK1NxaGcVulzl7q24A7krmeRmZ9iPdUriAbnI5rdikhoXs2riw0pJexdjFw/B7nte5DhMjIJ9ayoro7DEPXaVO8iqxkpYyybX8uEpX///jRpUtDLpl+/qgt3L5ewPPXUU3Ts2JHvv/8egPfffx9FUfj2229p06YNw4YN47XXXrOFpZYQND7AZzwAmGjiTDzaM1USdWXKrXj1MRjSareriTNwa4+giOoNYZWhTOSel5D73i0ov5J6pmWduGpHS24ZzEVu/hK57mPI3lxwoGEPRMfzEa1PQ2i1yx9UadRR533+/TmfBQsWVNnc5RKWv//+mwcffJDmza2ntq+//pqePXvSpo315DN48GDGjRsXv1XaVBoB4z/4jWkAOJSLcatTKj1E1irJ8hE+42EgD0jCrU7EoZxfrfke0shD7n0dufe/BdnySSehNB+LSKy64IUKcWAt5ubPkJvng+G3xjQ3ou1gS1Dq1/5Cl/Emnh0kbSzKJSyhUIiUlBQAtmzZwoYNG6L8KqZpxm2vzqZykFISMB4nYP4HINy35O5Kv7GbMhOffn+kcKQqTsCjPYEiWlbqvIfDSm78ELn7BdDDkVHu7ijNx0DyyTU+uVEaAdgyn/qrP0LJWVvwYJ3S3hKTdmchHEnVucQajUmMeSyl9LyvDfzzzz/88ccfjBw5EoDnn3+ehx56CE3TuPvuu+PmHy93guTixYsZOXIks2fPRgjB4MGDI8fnzp1Lu3ZV4/S1KTtSGviNBwma7wHgUu/Bqd5Y6fOGzB/x6eOQZAAOXOpoEpTrqi2JUEoTefAr5M6nIbjVGnS2QTS7E5F6Vo1PApQ5260yKxvnogSzSACk0FBanYrodAGk9a7xolhejH3b0Nf8QnD+pxW/2BHSj2XRokWceuqptGvXjpEjR7JkyRLuuOMO6tevj8fjYcyYMTRr1oyLL764wnOVS1hGjBjBww8/zObNm1mwYAEtWrRg4MCBbNiwgdtvv52vv/6ap556qsKLs4k/UobwGWMImZ8DArf6CAnqJZU8pz9ca+wNABQ64tGertaSLDJnEeaOJwpyUbRGVnJjowtrdHJjJFR43WzY9Sv5G//S04TcxoNI7HExSnKTw1+kFiKlxNy5Fn3tL+hrfsXcv90a31/xulZHSrjxY489RsOGDXnrrbcAeOeddwDLF9OtWzdOO+00XnjhheoTlvHjx7N//35ee+01WrduzX//+180TSMzM5P58+dzww03cNttt1V4cTbxxWojfCu6/D+sEi1PkaCeU6lzGuZqvMadmHItAAnK1bjUe6ot2VF6V2HufAJyFloDSiKiyfWItKsRas1rDJaP9B9AbvyfVVU4b1fBgWZ9UDqej974BLz7MkmswX1Pyoo0DYyty9HXWGIic/YVHFQ11La9UNs0gBd/quA81iuW82ozv/zyC2PGjOH4448HYP78+XTq1ImePXsCVr+W+++/Py5zlUtYFEVhxowZzJgxI2r8qKOOYsuWLbRo0SIui7OJH1LmkaffgCF/AZzhEi2nVuJ8JkFzVjgwIIigEW7tcRzKgEqb87DrCe5A7nwGeeB/gLRyURpdimgyCuGomTdjKSXsX4FcNxu59VswwxFqCfUQ7c+x/CfJrayxYgoL1kakHsTY+DehNb9grPsd6csuOOhwoXU8Dq1LH7SOxyOcHrTff6/4nBwZ/Vi8Xi9NmzYFYM+ePSxfvpybbropclzTtEjNsIoSNw+7YRh89913aJpGs2bNUJSavT99JCFlNnn6SAy5GEgkUXu1UhMPrc6O49DljwBoYiBubSqKaFRpc5aE1LOQe15GZrwFMgiASB2CaH4Xwhlbw6OqRup+5Javketmw4E1BQcapCM6jUC0Pr1OhQrLgBd9/R/oa35F3/AnBH2RY8JdD7XTCTjS+6K2643Q4t8ZVMZYhLK2b4W1adOGNWus36e5c+cihOCMM86IHF+wYAGtWrWKy1zlEhYpJffffz8rV67ks88+wzAM+vfvz6+//grA0Ucfzf/93/9Rr17lJ9jZHB4pM8nVr8OUK8K96d+o1EKOIfN7fPrdSPYDTlzq/SQoV1S9E9kMYO55E7nn5YK+KEknobQYh/D0rNq1xIjljP8YufFzCIaf1JUEROtBiM4jEA1rTpuAimJ6szDW/mZZJpv+BkOPHBPJjSyrpEsf1NbdK71W2ZHiYznrrLN47rnnyM3N5YMPPiA1NZXBgweza9cupkyZwocfflhqM7BYKZewPP3000ybNo0BAwYAMHv2bH755ReGDRtGz549mTZtGo8++ihTp06NyyJtyocQ+/EzDinXImhIovZmoU6L8cWq8zWtwEEv0vGoz6AqVZw3IU1cvm8R615D5pexd3VGaT4O6vWvcVFSUpqw61fLGV+4bldiM0THCxAdzkU4U6tziXHDzN4X9pf8grF1eZTTQjRogSO9D1rnPijNO1fpv9ORIiyPPPIIGzZs4MUXXyQlJYVZs2bhcrnYtGkTL730EoMHD2bs2LFxmatcwvLWW29x2mmn8fXXVi7Cp59+itPp5M033yQpKYnMzEzmzJljC0s1Yso9uFJuQ7IVQRMSHW+jig6VMpchN+DV78CUKwFIUK4JO+irtmeKzPkNsX0qKf5wy1xHEyt0uMGwGtcXRQazkRs/tzLjc7cXHGh6EkrnEXWmqrCZuZPQmkXoq3/B3Lkm6pjSpD1ael+0Ln1RGrWqNtE3pcCIJUGylguL2+3ms88+Y//+/SQnJ5OQYG0rHnXUUfz888/FltMvL+USlnXr1nHzzQVdBP/v//6Pk046iaQkKwmrd+/evPrqq3FbpE3ZMOUOAlyBom1F0JxExzuoIv71oAoy6CcDPgQNwg76+PR0iHkd/vVW6HD2/yEAU3gg7Xq0ZiMRSs2qtC0PrLOc8ZvnFWTGO5IsZ3ynCxDJNdPvEytSSsyMLeirF6GvWYS5d3OhowK1ZVe0dGubS0ltWl3LjELKGDtI1nbvfZiGDaNLJiUlJcVVVKCcwuJ0OiMtLJcsWUJGRkZUg5gDBw5EMvNtqhZTbiM3dBmSHZhGMzzq25UkKjn4jPGEzLkAqKIPHu0pFFF1ORQytA+5+znkvg8BA1CRDS5in3oRjRp3Rig1Ix8l0kRr7UeQ8XfBgZSOiM4XINqehdBqlgCWhUiOyZpfCK1ZhMzcWXBQKKhte1k+k84noSTXvAg8acZYhDKGc2o6OTk5fPjhh+zevRvDMIocF0IwYcKECs9TLmHp2rUrc+fO5aabbmLmzJkIIRgyZAhgLfz111+nW7duFV6cTdkw5BbyQpch2YWgLf6sp0hqGP/Qb91chk+/HZOtgIpTvQuncmOVbTdJ02/V9Nozs6CmV8oglOZj0dVWyIyMKllHaUh/JnL9p1bPeF94TUKFlqegdL6oVmfGS9PA2L4KffXP6Kt/OSTHxIHa/mgc6SejdToB4a7ZbQWOFB/Ln3/+yemnn052dnaJYcXVKiy33347l156KSkpKeTk5HDSSSdxzDHH8OeffzJ06FD27NnDtGnTKrw4m9gx5CbyQpcj2Y1CB5y8QW6cn7CklATN/+I3pmOVuG+BR5uBphwT13lKnt9EHvgfcudTENptDXp6oLS4D5FkJX3VhHwOuX8lcu2H0bknzvpWifqO5yM8jat3geVEGjrGlmXWNtfaX5F5BwsO5ueYpPdF63AcwumptnWWFRljrTBZy2uFPfDAA/h8Ph566CGOP/54nM7K84GWS1guuugiNE3j9ddfp1WrVkyaNAmwnEP16tXjqaee4pxzKjej26YAQ24Mi8oeFNGJRO1tDD0ViN+TuykPhHNT/g8ATQzGo02tkp4tADL3D8ztjxWUYHE0RzQfg6g/pEbU9JJGCLnt/5BrP4T9ywsONOyO6HShVaZejX8ORmUj9RDGpr8JhcUEf27BQVciWqcT0br0RWt/NMJRtcEa8eJI8bEsWrSI0aNH88ADD1T6XOVOkDz//PM5//zzo8a6d+/O6tWrK7yow+H1eklOTo74ePJxOp34/f5KnbsmEi0qnUnU3kYRjTCI35O7bv6BV78TyS4gAZc6ngTl8irZxpGBrZg7HocsKwLRKsFyE6Lx1TWiv7z07bcKQa6fU9AzXtHCuScX1crcExnyo29YbG1zrfs9OmHRk4LW+SS09L6obY9CqDXDj1URjpStMFVVq6w4cIUy73fu3Mnnn3/O5s2bGTlyJElJSezYsYNjjz02XusrwrJlyzBNk/fee4+2bdtGxo/ETP+C7a9oUYkXUprh7o5PAQYK7fBoz1daLkzU3Ho2cs+L4Yz5EKAgGl6EaHY7wlH1GfxF1rd/JXLtB+HtrnByn7uRtdXVYRjCXb3NyspKJPt99c/oG/6CUCByTCQ3tKyS9L6orbrViTDowpgytlBiMwaLZd68eYwfP56VK1eSlpbGTTfdxL333hvTQ5iu6/Tp04fExMRKacrVt29ffvzxR66//vq4X/tQyi0szz77LPfccw+BQAAhBIMGDcLn8zF06FBuueUWnn322XiuM8KSJUtISEjgggsuwOGo/U9L5cWQmytVVKy+KWPQ5Q8AOJTzcKsPI0Tl9vWQUkfu+wC5awYYB63B5H4oLe5BuKu3SZU0dWu7a80Hh2x39UB0uRjR8tRa9QQvfbno634jtPpnjI2Lo7PfU5qgpffF0fXkcMJiHX5wi3ErrLRiYYsWLWLo0KFcfPHFTJkyhZ9++okHHngA0zRj2n6aOnUqf/75J6ecckps6y4j06ZNo3///jz55JNcfvnlkbphlUG5e97feeednHrqqVx88cWRQmbp6en07duXF154gWOOOYZrrrkmnmsFLGHp1q3bES0qptxa4KgP+1TiKSq6+Rde/fbw1pcTtzoJh3JRpW99yeyfMHc8Bv511oCrA0rzexEplfNFi3ld/gMF21350V2KZtXs6nwRomHtiYCU3mxCa39FX/UzxuYlYBaEnFrZ733R0k9Gadqh1kaslRVJjFthpTjvJ0+eTO/evSNl6QcPHkwoFGLq1KmMHj0at7vkkPKlS5fy6KOPVurN/rLLLos09Lr77ruLPUcIga7rxR4rC+USlunTp3P00Ufz9ddfc/DgwYiwdOjQge+//56TTz6Zl156qdKERVEUTj/9dBYtWoTT6eTCCy/kiSeeIDm55LDGgwcPsn///qgxp9NZqZERlUF+8qMVUtwBp3wDQ08p4lMJhUKRV6xIKdF5nRBPAjqCtjiZgTDT0c2K/7KVSGATYvd0RI5lHUk1Fdn4FmhwEabQyhTpVZ7PXSIH1yHWfQTbvkWYVgFL6WqIbD8M2p8H+SXqa0Ak2uE+t8w7iLHuN8w1v2Bu/Se6lEqj1qhd+qJ0PgnRqDVCCEzAjMPNpSqIx7+zYQiMGETUMEo+JxAIsGDBAiZPnhw1PmLECB5//HEWLlwYVfCxMKFQiKuvvprbb789Um+xMmjYsCGNGlXNNnK5hGXx4sVMnDgRVS2616ppGldeeWVcYqEPxTRN/vnnH1RVZdq0aUyYMIE//viDyZMns3LlSn744YcSfS1nnnlmkbHRo0czZsyYuK+zshDKXlwpt6KoOzH1VvizniRXSoqL/gqFQhEhjcm6Ezk4kx5Fc1p9SvTAaQRy7yFXeoq9fjwQZg6JebPweD9BYCBR8XrOJy/xKqSZDPsOlPmaZf7chyINnPv/xLN9LglZKwqum9wRb4tz8Kf1BcUBOQbk1Ix8GSj6uYX3INqWv9E2/4W6Zx2i0F6P0aAVettjCbU9BplS6Al5375DL1vjOXjwYMUvEocOkhs3biQYDNK5c/R2bceOHQFYu3ZticIyefJkgsEgkydPLvY+FS8O9dsEAgE0TSv2Pl5Ryl3d2OUqOSInEAjExZwqbt4vvviCpk2bkp6eDkD//v1p2rQpV1xxBfPnz+ess84q9r3z588vElRQmywWKTPwMxrJTgSt8GjvkNSo5Cz3/Ce5tLS0Um+wplxJgNuRbAMcOLgft/NS6rkqaStEGnDgY8S+ZxGGJR4y+RRk03G4ne2oSA56WT539BtzYdMXiA2zEeFGWlKo0GIAstOFqA26kywENTXVLxQKIfIO0GD7H7D+N+T21RR2CoimHVG79EHp3AelfrPqW2icSU1NrfA1iut5H5IhdKLvYT4ZoCTyBe7Qiu75uyjZ2dmHvgWAP/74gyeeeIIff/yxSu5FmZmZPPjgg8yZM4e9e/fy9ddfk5CQwLRp03jyySeLCGN5KZew9OzZk88//5xbb721yDHTNPnggw/o3j3+YZaqqkYqKhcmP+t/6dKlJQpLampqkRo5tQVTZpKnj0TKzQiak+R4F0WUnlHvcDgir5IIGh/gNyZiNeNqSaL2AqpSeWXlZc5vmNungD9ckNDVAaXF/Yh6/eI2Ryyfu2A926xkxo2fg+61BhPqIToOR+l0AcJTs9v8mtkZ6Kt+xlz1E/V3rI7yLyst0gt8Jqk1+3OUl3j4WovLY/nGP5d5wU9ivkZ++kNJfqnidlL8fj9XX301d955JyeccELsCy4nmZmZnHTSSaxfv5727dtHsu8zMzP54osv+P333/nll19o3759hecql7DcdtttXHHFFdx+++1cdNFFAPh8vsgW2V9//cUrr7xS4cUdyo4dO/jyyy8566yzaNmyZWTc57Pi7Ktq/7AqsZp0XYMp14arFL8Tk6iUfl0/PmMiIfMjADRxKm7tSRSRWuFrFztfYDvmzsfh4DxrQK1nhQ43urTKe8xLKWHvYsw178GOn4g82ddrZ0V3tT2rRjfSMrP2oq/6idCqn6MqBksESst0Err+Cy29L0q9tGpcZeViBgIEN24g78cfKn6tYsKNT0sYyikJ0Q+pO4wtPO97pNhr5FtOh1omOTk5AMXWThw/fjymaTJhwoTIDk/+zV7XdVRVjWsAxeTJk9myZQvffvstRx11FI0bWxUghg4dypdffskFF1zAlClTeO211yo8V7mE5bLLLmPp0qVMnz6dF154IbI4sP5i/v3vfzNy5MgKL+5QAoEAN9xwAxMmTOChhx6KjH/wwQcoikK/fvF76q0JWO2ER2LK5VY/FUd8Ckqacht5+ihMuQJQwrW+bq6UkFJp+pB7ZiL3vAoyACiIRpdYoqJVbUFCaQSRW75BrnkfDq4tONC8L0rni6HpiTU2Eso8uAd99c+EVv2EubPQ2hFWM6zOfTjYsBON2nSqkxGTZiBAYMN6AmvWEFi7hsCmTWAYeOPhFyrGYlFxoBL995hAyQ8bHTp0QFVV1q9fHzWe/3NxtRNnz57Nli1bIlXhC+NwOHj99dfjGgD12Wefcf311zNw4MAigUyDBw/mxhtv5JNPYrfSDke581imTZvGBRdcwPvvv8/atWsxDIN27doxYsSIqErH8aR9+/ZceeWVTJs2DafTyUknncRPP/3Eo48+yqhRo+jSpUulzFsdSBkgT78x3E64ntWkKw79VELmAnz6XUiyEDQI1/o6ueILPgQpJRycj7ljKuQ33Eo6EaXlAwh3etznO+xa/AeszozrPgZ/pjWouhDthiC6XISo17ZK1xMr5sE9YcvkJ8xd6wodscRE6/ovq5dJcgNCoVCNKb4ZD0y/PyIk/rVrCG7eDIdU41VT6+Ns0gQ+/V+F5opH5r3L5aJ///7MmTOHsWPHRh5QZs+eTWpqarFbXXPnziUQiPbb3HjjjQD85z//iXuW/K5du+jVq+TusV27duXFF1+My1zlEpbx48dz1llncfLJJ1fJ3mBhZs6cSadOnZg1axYPP/wwLVq0YPLkyYwbN65K11GZSBnCq9+GIRdh9ah/o8LZ7lYW/fMEjBmARBW98GgvoIjmcVlz1Fy+tZYfJTccOulojtLiXkg9s2o7A2ZtRK55H7npKwiHC+NOQ3S+0MqOd9a81g4liolQLDFJD29zJdWvvkVWAqbfR2B9WEjWrCG4dUtRIWnQAGfnLri6dMHZuQtaWho7/vgDHnmsYnMTW1a9Wcrx8ePHM2jQIC666CJGjhzJokWLmD59OtOmTcPtdpOdnc3KlSvp0KEDaWlp9OxZ1JeZ7+w/7rjjyv5BSqFx48Zs2bKlxOPLly+PmzuhXMLyzDPPkJyczMknx/9JtzRcLhcTJkyolHDmmoCUJj7jHnT5LeAkUXsFTeldwWtm49VHRwpIJiiX4lIfjHuHR6lnW/1RMt4GDBBORJPrEE1uqLqGW1KSkLkEsXoe5p7fCsYbdEV0udQqBqlUqJJR3In4TFYuLEZMeoQtkz51SkxMnyUk/jWrCaxdQ3DLFjik/p/asCGuzl1wdumCq3MX1EaNKuXBJF5FKAcOHMjHH3/MxIkTGTZsGC1atGD69OmRlIbFixdz6qmnxn2LK1bOOussXn75Za677roiOX+LFi1i5syZXHbZZXGZq1zfsKSkpEqJfT7SkVLiNyYTMj8FNDza82jKSRW6pinXkRu6FZPNQAJu9WES1AvjsNoCpDSRmZ8id04HPbx3m3K6Vc7e2fLwb47XGowgcsvXiNXvUj9rQ3hUWL1P0i+FRr1qlP+kwAF/iM+kjopJTELSqFFYSNJxdemM1rBqgnFMU2DEUBLfjKENxfDhwxk+fHixxwYMGFBiH5R8KqNGWD6TJk1i7ty5HH300fTr1w8hBC+//DLPPPMMX331FfXq1YvbA3u5hOWxxx5j7NixJCcnc+6559K0adMjsghkvAkYzxA03wIEbnU6DuW0Cl1PTViAn0cBr9WiWHsp7qHE0rsCc9tk8C6xBpztUVpOQNSrGmtWBrKQ6z5GrvsI/JlWa2LFhWh/Dmr6pYjkqhG2WDCz94XFZCHmjsL938M+k27964yYmH4fgXUxCEmX9PD2VtUJyaEcKWXzmzdvzi+//MItt9zCl19+iZSS2bNnA/Cvf/2LF198Maqwb0Uol7A89dRTBAIBRo0axahRo4o9J141Z44UAsYsAuZzALjUiSSo55X7WlIaBOXTuOq9DOS3DX4WRcQvj0fqB5G7nkHuew+QVjn7prcg0q5CKJXfd0TmbEWufh+56XMwwg5QdxpmxxHsS+5Lo+btEDUgOsrM2W81xlq5EGP7ykJHCjng00+u9WIS7SNZfVghifhIakhe2ZHS6Augbdu2fPHFF2RlZbFu3bpI0FV+6HG8KJewVGXNmSOBoPE//IZVY8ip3olTvarc17L8KXeh8z0AGtfg0e5HiPj4Faxtr4+RO6ZHqg+L+uciWtyNcFRuEp6UEvYtw1z9Dmz/kUj+Sf0uiPTLEK0HYRqy2qOjzNwDlpisWoixdUXBOgG1VTe0rv0sMamB/d9jxfT7LSFZuwb/6tUEt2wuIiRaWlq0s72GCMmhSEotXBw5r66QkpJSKQEC+ZTrblOZ+4BHGiFzIT7DimhLUK7CqdxW7msZciPe0A2YbASc+HPupkG9K+InKt6VmNsnQ97f1oCrE0rLiYjkyo0MlKYBO37AXPVOdLn65iejpF8GjY8t8J8Y1VMQ0vRmoa/+BX3VjxhblkcVelRapOPoFhaTerXzgSySR7J6dcnhvzXUIikNU5Ye8ZV/Xm3ENE3efvttPvvsM/766y/2hXN/GjduzPHHH8+IESO44IIL4urOKPMdJysrC13Xa215lJqEbi7Dq48CQjiUc8KRWuUzt0PmArz67UAugmY4eZ68QHwsCGnkWNteGe8AZnjb61ZE46sqNWte6n7kxrlWQmPudmtQcSDanW1FeKVUTTe8Etfny0Vf+wuhlQsxNi2JFpNmnSwx6fovlJTa1+PeDAYJbliPf/XqqITEwqgNG1ki0sWySqrLR1JRJCKmba7auBW2YcMGzjnnHNauXYuUErfbTYMGDQgGg+zYsYPNmzcze/Zsunfvzpw5cyJFMytKzMLyzTffMHbsWJYvt54Y27Vrx4MPPshVV5V/2+ZIxpCb8er/BvLQxMm41enlynyXUhI0X8FvTMPKTzkOj/ZCXHreSymRBz5H7ngMdOspR6SehWhxHyKh8vpGSP8B5LqPkGtnQzDLGkyoh+h0gdU/vhq7M8qA12qOtXIhxobFBd0jAaVJe7Ru/XB07YdSv/L+fioDGQoR2LjBEpI1qy0hOcRHqjZoYDnbu3TB1SUdrY5sh8sYLZba5rzPzMykX79+ZGRkMHbsWP79739HFZk0DIMlS5bw1ltv8dJLLzFw4ECWLl1K/foV9/fFJCy//PILQ4YMwTAMunfvjqqqrF69mmuvvRafzxfJFrWJDVPuwxu6Fsl+FNEDj/ZSuXJKpAzgM+4LhyeDQ7kEtzoJIRIq3PNe+jdibptUkOTobIfS8sFKjfaSOduQq9+LdsgnNkekX4pofy5Cq6JcmEPXFQpYbXtXLkRf/wfowcgxJa1NgZg0rHgNt6pC6jqBjRsJrFltRW5t2FBUSFLr40zvgqtzOq709ErLI6lu6qqPZfr06ezdu5evvvqK008/vchxVVU59thjOfbYYxk+fDinn346M2bMYNKkSRWeOyZhmT59OvXr12fevHkcffTRAGzbto1hw4bx8MMP28JSBqTMw6v/G5MtCFqRqP23XO1+TZmBV78RQy4BVFzqBBKUKyv8xZemH7nnP8g9M61e88KJaHozovF1lRbtJfevxFz1Fmz7nsjXt0FXRNcrrHa/1dBjXRohjI1/E1r5I/ra3yDoixwTDVpY21zd+qGmVbx2W1UgDYPg5s0FFsmG9chgMOocJSUFV+cuuNLTcXZJR2vcuE4KyaHUVR/L559/zsUXX1ysqBzKKaecwgUXXMAXX3xRdcLy22+/ccstt0REBaBVq1ZMmTKFc845h40bN8al1HJdR0o9XKrlHwT1SXS8jiLKXoHWMFeQp98Q7iKZEk6krLglIbN/sqyU4FZroN4pVk6Ks3WFr11kLilh1y+WoOxdXHCgeV+U9Cug8TFVflOTpoGx5R/0FT8SWrMI/LmRYyKlMY5u/dG69UNp0r7G33ClaRLcutWySFavJrBuLfKQulRKcnL01lbTpjX+c1UGpgSj9NNqnbBs2bKFG264Iebz+/Tpw1dffRWXuWMSln379tGmTdEns169eiGlZNeuXbawlIKVVT8RXS4AXHi0V1FF2f/OQuZ8vPpowIdCezyOV1BFxZzYMpSB3PEY8sDn1oCjMUrLCZByRtxvNNLUrQrDq96GrHAlWKEi2pxpWSipFS+0Wab1SBNzxxpCK35AX/UTMu9g5JhIrG9tc3Xrh9IivUbfdKVpInfvJu+fZYTWrcO/dg3S54s6R0lMjIiIs0s6jubNa/Rnqirq6laY1+stUyO0+vXrk5ubW/qJMRCTsIRCoWJLced3PDu0QqdNUQLmywTN9wARrih8dKnvKYzlpP8PfuNxADTRD4/2HELUK+Wdh7umidz/oVWKxcgBFETalYhmdyDUsm/PHXYu3WdFeK1+F8IdGtE8VjHILpcgEquuEZWUEnPPJvSVPxBa8SMyu1CQgzsZR/rJaN37o7bqXi3bcLEgpUTfvRv/mtX4V6/Cv3o1Mi+Pwt1AhNuNs1NnXOnpuLqk42jZEmFXyCiCJEbnfWUvJM6Yplmm0luKopRaciZWalY1vjpK0JhLwJgOgEt9EIdS+p5nYaQM4jMeIGR+DFj5Li51fIXyU6RvHea2CZAX3oZy90Bp/RDC06Pc1yx2nkCWFeG15sOCCC9nfauhVqcLEAnlF8ayYmbuILTiR/QVP2Du315wIMGN1uUkHN1OQW3XG6HWzK+FnpGBf3XY2b56FUZWVvQJDgfOTp1wd+2Gs0s6Ca1bI+p4Tb943AjrqsVSndTMb1AdQjf/LJQAORKnenWZ3m/Kg3j1URjyV0DBpT5Yscx8M4Dc/SJy76uWc15JRDS7C5F2OULE7yYkvXuskisbPgE9vCWT1AKRfrnVB6WKOjRa9bkWElrxY3TlYNWB1ul4tO6noHU4DuGo/H7jZUU/eIDA6jURi8TYf0hTK03D2aEjrvR0tI4dOehJpEGzZnWy0RdYAQj+bfvwbtyJb8MuvBt3sfGvvyp8XZMYnfcVnqnqWbhwYcyltRYtWhS3eWMWluIWmL8f9/XXX7N9+/Yi7znSc1wMuQWvfhMQRBNn4FLvK/v7QyMx2QQk4dGew6GcUu71yJzfLCslsNkaSDnNCiFOaFbuaxaZI3srctWbyM1fFeR4pHZCdLsK0Wpg1ZSsD+ShL/2b0OqfrCz4/GdNoaC2OxpHd6vYo3B6Kn8tZcDIzY042/2rV6Pv3hV9gqqS0LZdZGvL2bFjpB5aKBRC1KFGX0aeH9+m3ZaIbNyNd8NOfJv3IEPR9yAz11fCFWJHEmMRygrPVPXMnDmTmTNnxnSulDJuPreYv+WHW+D06dOjfs5f4JEsLFJm4Q39G0kmquiBR3uqTBaBbv6FV78RSWa4MvGrqEr5Oi9KPQu5Yxoy06pkitYYpVV8nfMycw1y5Szktv8j8hVsfAxK1yuhWZ9KdxLLkB993e8E//mepI2L0c2COB+1VTe0bqegdT0ZJTG1UtdRFqwKwOvwr1qFf/UqQtu2RZ8gBAmtW1tl5Lt2xdmxE4qraiy9qkJKSWhfFt4Nu/Bt2Il3o2WJBHdlFnu+4k7A3a4ZnvbN8HRoTm7uHvjljYqtgbrpY5k4cWK1zR2TsFTnAmsjUobI02/BZCOCZni0VxEi9qfjkPllOPIriCp64tFeQRHlKAsiJWTNx9z1aEHmfKPLEM3HINTkUt4c4xR7/8ZcOQt2/VIw2KIfSterEGlHxWWOEuc2DYxNSwgtX4C+5hcI+QEQgEhri6PnABzd+teYkioyFCKwYUNkayu4uWiZFEez5ji7drWsks5dUBITq2m18UfqBv5tGXjDAuLbuAvvhp0YOcVbHY5G9fB0aG4JScfmeNo3I6Fp/agABPfvv1d8XdRNH4stLHUIK6x4UritsIdE7dWYRaGgPMtUADRxOh7t6TKJUoTQXlKyxqMEfrZ+drZHaT0FkVTxiqZWDsqvmCtfh4yl1qBQEK1Pt7a8UuNTb6ikuc2daywxWbkQ6S1wYIvUJihd+5HdpAcNO/eqdl+DNAyCW7aEhWQVwfXrkaHoighaWhrO9HRcXSwxUVNqXrvk8lB4KyvfGvFt2YMMFZMxoii4Wqfhad8Md9gS8bRvhpZSNaJal30s1YXtvI8zQfPNQmHFz8Tcq15KA7/xULjRFyQo1+BSHyizQ11Kidz/EWLHNFxmDhINpemNiCY3IZSKOailNGH7D5grXocD4UZVisNyxne9slKbapn7txNavoDQih+QBwp8D8KTgtb1Xzh6DEBpkY6u65jV5GuQUhLauZPA6lXW9lZxuSQpKVYF4K5dcaV3rfX1tqSUhPZnR5zp3g078W3YSaCkrSyPE0+7Zrg7FGxnudo0RkmovocAkxgTJCt7IXUIW1jiSMhciN94GACXeg8OZVBM75PSh1e/E11+Awhc6v041X+XeX4Z2Iq5dTzk/ooAQlo6atvHUJK7l/laUdc1deTWb5Er3oDsTdag6kJ0PN+q4+WpnK0mM/cA+sofCf3zPebu9QUHHC4rPLj7gGoPD9b377NEZNUq/GtWYx4SAizc7gIh6doVrWmzWpuUKA0T/459li9kw65IdJaelVfs+Y5GKXjaN8XdobllhXRoTkKT1BqXS2NbLPHHFpY4YciNePXbABOHcj4JyvUxvc+UmXj16zHk30ACHu0pHMrZZZpbSgOZ8TZy11Ng+kC4MJvcRqY5mDRX+avsSiOE3PwVcuWsgrL1jiRE5wutpEZnarmvXeKcQR/6ml8ILf8eY9PSglL0QkHtcCyOHgPQOp2ISKgeJ7aRk2NFboXFRM/YG3VcJCTg7NgRV3pXnF27WbkkNexGGgumP4h30+6IHyQSlRUopripouBqZW1leTo2t7azqnArq+JIZJ30slQftrDEASmz8YZuALJRxTG41Udieio15XbyQldjsilc8+s/aErZmmZJ/0bMrfcXJDomnYjSegqm0hzKuSUkjQBy4+fIlW+Cd7c1mJBidWnsNAKREOesfNOwCj4u/x597a8QKqjkoLTogqP7ALRu/VESq97/YAYC4citlfhXrSwauaUoJLRrhyvdskic7TvUiJbIZUHPyguLR8FWln/HvmKLYymuhLBwhC2R9s1wt22K4qxdn7kwtsUSf2xhqSBSGnj1uwpFgMVWAt8wV5KnX4skwwondryBKmJ3ektpIPe+gdz1DMiAlejY4m5Ew4utvi6hspfNl7ofueFTq46XLyxKroZWUmOn8+Natl5KiblrvSUmK3+MrtHVoDmO7gMsv0mD5nGbM6Z1GQbBzZsiFklgw/qikVstWoSFpBvOzp1R3NVTzr+sSCkJ7jmAd/3OKEsktC+72PO1+klWVFa+Q71DM5zNGiLU2meBHY66GhVWndjCUkECxtPo8nvAiUd7KaZqxbr5C3n6jUAuikgnUXsNRcS+ZSX9GzC33AfeJdZA8r+siK+E8t2Epe5DrpuDXP02+MNOV09jRNerwn1Q4rftZGbttSK6/vm/qLIqwlMPrVt/HD1ORWneucr8EFbNrV34V66yrJJiHO5qgwa4unazXrUkcisqtHfDzoiYGHn+Ys93Nm9oiUiHZhF/iKNBfELSazq2xRJ/bGGpACHzSwLmiwC41cfQlNLzNkLmV3j1u7ByVE4kUftPzIUkC6yUp0EGQUlCtLwP0WBEuW7EMuRFrvsYufodCBywBhObWSHD7c5BqPHpvyIDXvRVP1l+ky3/FBzQEtA6n4ijx0DU9kdXmRNeP3iAQL7DfdVKjIMHo44rHg/O8NaWq1s3tLSa3ZfE8AfJW7eNvKXrCOzNxb9pd7FZ6gBCU3G1aRKxQPItEtVT80raVB0SKWJJvbdtllixhaWcGOYavPrdACQo15GgDiv1PUHjPXzGeECiiTPxaM/E3DlS+jdjbr23wJeS3C9spZS9HIsM5SHXzUaueqegMGRSC0S3a6x+8nEouxLlN1nzS6GuiwK1TU8cPU9F69IX4ap8B6/p9xFYuxb/yrCfZOfO6BM0raB4Yw13uOvZeXjXF3Kob9iJf/u+Ym96iscZCel1d2iOp2NzXK3SUBz2174wtsUSf+zfsHIgZXa4BpgXVfTFpd5dyvmSgPkiAeNJABKUS3GpD8WUoyKlidz3NnLHEyD9YV/KfYiGF5b5Kbp4QWmJ6D4S0fbMuAiKsWcjoX/+D335gii/idKwJVrPgZbfpJIz4aVhENy4Ee/aNfhXrSSwcWO0n0QIElq3wdWtG66uXUno0BEloXK6Y5aXSKmT9TsLHOvrdxDKyCr2fK1+EmrLhqSktyGpc0srtPeQLHWb4rGFJf7YwlJGpDTDzvotCFrg0Z49bPl6KxP/UYLmfwFwKrfgVEfHJAoyuMPypeT3nU/qg9LmUURC2XqrW1tesy2nfL6gJLeyBKXNGRUWFDP3APqKBYSW/R/m3k2R8YjfpOdpKM06Vtp2kpQSfe9e/CtX4F2xHGPNGvb7o30JaqNGuLt1x9WtG870dNTE+Ea2VQRpmgR27i8kIpZPxMj2Fnu+s1mDiAWS7w8h2UVGRgZpaWnVXnGgMpGGiW9PLt7t2Xi3Z7Hl539Kf1PpV7XDjeOMLSxlJGC+EHHWJ2ovoYgGJZ4rpY7PuJ+QaRV/dKkPxJT4KKVEZn6C3P4wmHmguBHNx1l1vkQZnkANP6x5F3PtuxA4aI3FSVCkHkRf9zuhZd9hbPirIN9E1dA6nYDWYyBax2MRauXc5Izc3LCPZAX+lSsx9u+POi48nnBSYjfc3bqjpZW9BXRlIHUD39a9lois3xHOWN+J6QsWPVlRcLdujLtjgUPd06E5amLRYIpQOaIAayq6N4R3exZ527Pwbssib1uW9fO2LHw7cjALlYXZ7tt2mCvFhoHEiEE0YjnHxsIWljIQMn8kYDwDgFt9GFUpuSmWlAG8+l3och6g4FankqCOKHUOGdqPuW08ZH1nDSQejdLmcYSzaGvoEq+h+2HtbBqtehMlVGjLq8e/KyQoVp2utYSWfUdo5Y9RPeGV5l1wHHUajm79EO74RxNFCjiuXIF/5QqCW7dG+xVUFWfHjiR0ScfbtClpR/UiwVm9DmkzEMK3aVeBJbJ+J77Nu4utlyUSNCsnpJAl4m7bpFpLnVQWUkoC+7yWYGw7REC2ZRHYX7yllo/QFDzNk/G0SiVPJEBsVeFLXg91s7pxdWILS4yYcgc+/U5AkqBceliRsEq0jEKXP2Bl0z+DQxlc6hwy6zvMrQ+AngnCgWh6O6LJdTHXC5NGELnhM+TKN1B8VjVjmdgMpcd1iLaDyy0oZs5+ywm/7DvMfQVPiCK5keWE7zkQtVGrcl27JPLDgH0rLCEJrFmDDEY/1TtatLBCgLt1t/JJnE5CoRC+jIwq9y0YeX6rVtb6HRER8W/NALPoLUtNdIXLnIQtkY4tcLVqVKe6PRoBHe+O7ALh2FogIN4d2Rj+wzefctRz4mmVQmKrFDwto//vapKEoln/vurvv1dcWIT1KvW8yH9sSsMWlhiQMohXvxXJQVTRE5f64GHOzSFPvx5D/g648Wgv41D6Hf76Rh5yx6PI/R9ZA64ulpXiibGApalbmfIrXgPvHmvM04SclheQ1OMiFGfZE/ikHkJf9xuhpd9gbPy7YKtLS0BL74uj52mobY+Ka094IyfHyiVZGd7eOnAg6rhSr17Y4d4dV7euaKn14zZ3WYhkqoe3s7wbdhLYsb/Yc7WURDydWlgCEv5/QtP6NTp8ORaklISy/ORtLdimyv9/3rYs/HtyD38TVgSeZsmWeLRMwdOyHomtU/G0rIenZQoJKVVXssdy3peuGLbzPnZsYYkBv/EYhlwaLrvyQokhwlYb4Wsx5FIgiUTtNTTl8GXqZd4SzM1jIbgVEIjGI61WwUrpUUrSNJBbvkYuf7Wglpc7DdH9WszWZ+Hbf5CkMlgpUkrM3RsILf2G0Iofora61Jbd0I46DUfXf8UtRFjqesH21orlRba3hMOBs1NnS0y6d8fRomWV35BDmTmWeKwrsESCew8We64jLQVPxxYFTvVOLXA0SK61ImLqJv49ueRtO2gJSGF/x/Ys9Jxi/EKFUD0OSzRah8WjkAXiaZ6M4qgZFpq9FRZ/bGEphZD5JUFzFgBu7QkUUXxpeFPuJ0+/ClOuQpBKojYLVelZ4nWl1JG7X0LufhEwwNHMslKSTyx1TVJK2P495rKZBdWGnfUR3a5GdByO0FwYZXDmmt4s9OULCC39BnPv5si4SG6Io+dpOHqdhtKgbJFoJa1bz9iLf8UK67V6FTIQiDrH0aIFru7dcXXvYXVMrKIw4Kjw3nU7LDFZv5NQZk6x5zubN7QskEKRWbWn6GIBel7Q2qLanm2JxtaDEfHw7sxB6oe/5boaJxYIRosUElsXCEhCfXetEFUZY1RYbJFjNmALy2Ex5Ga8+r0AOJWbcCinFXueKTPI06/AlOsQNCJRewtV6VLidWVgG+aWsZD3NwCi/jmIlpMQ2uEz8CMNtv55GTJXW4MJ9RBdr0B0uhDhiL0hmJXAuJjQ0m/Q1/5e0J9edaB16YOj1yDUtr0qvNVl+n1WD/fly/GtWI6xb1/UcSU52fKTdLdCgatieytSM2vdjoLtrPU7iy//rghcLdMsAekY3tLqWHxkVk1ESkkw0xfZovJus4Qj3wIpzVGuOFRre+pQf0erFDwt6qG5a39wQTzzWObNm8f48eNZuXIlaWlp3HTTTdx7770lCmwwGOTJJ59k1qxZbNu2jZYtW3L55Zdz7733klDDcqvKgi0sJWBFdd0G5KKK43Cqo4s9z5S7yQtdHq5Q3JREx9uoon2J1zUz/4fcNjEcRpyEaDUJpcHQ0teTsRRz6UuQYYkRmscqXZ9+eZmqDZuZO62trmXfIXMLmjEpTTvi6HU6ju6nINzlz/GQpklo21Z8y1fgX7mcwIYN0cmJ4egtV/ceuLt1x9GqVaU62qWUBHdlkpe/nRW2SIzcYtrhqlZ4b2FLxN2hOaqrZn/BTd3Euz2LrOV78OXswb8zN2x9WFtWhvfw1qujntMSi9apJLYq6igXSs23OiqCRMbkYynNYlm0aBFDhw7l4osvZsqUKfz000888MADmKbJAw88UOx77rzzTmbNmsWECRM4/vjjWbx4MZMmTWLLli3897//LdfnqQnYwlICfuMRTLkCQX082oxikyBNuSMsKlsRNCfJ8S6KaF3s9aSRi9w2CXngf9ZA4jEobZ5AOA/fdVEeWIe57CXYGW4xrCRYpeu7XYVwxfZ0L0N+9NWLCC35GmPr8si4cNdD63kqjqMGoTZpF9O1isPIzsa/cgW+5cvxr1yBmRO9faQ1boKre3fc3Xvg7NIFxVU5T/vSNAns2Ifv77Xs3LuYQH5P9dyihRfza2YldmoRERJ3u6Y1Nrw3ktuRb3mEt6zytmXh21XKlpUAd9PkiKUR+X/Y71GVjvKaSLyiwiZPnkzv3r156y2rC+zgwYMJhUJMnTqV0aNH4z6kCnZmZiYvv/wy06ZNY9y4cQCcdpq1K3L33XczdepU0mpI/lVZsYWlGELmVwTNtwFwa0+iiKL1uEy5g9zQZUi2odCaRMc7KKJ4P4TMW4q5eTQEtwEqouktiKY3HT5jP3cn8p//IDfPByQIFdH+HCsXxdMkps+h7NtC6O85+Ff9CIH8LQ+B2v4YHL1PR+t8YrkSGKVhENi4Ef/yfyyn+5YtUceF02mVle/RA3f3HpWSnBjJVl+3g7x1Bc510xsocq5waLjbNrEEpFMLEju2wNW2SY2qmSWlJHjQbznIt1rO8sJbV4F9pWxZJagkNPWQ3LYBya3rWw7zVikktkrF3SIZNaHmfNaahoGJEcNG1+HOCQQCLFiwgMmTJ0eNjxgxgscff5yFCxdyxhlnRB3LysripptuYujQ6B2Lzp07A7Bx40ZbWOoKptyBV78PgATlBhzKgGLO2R4Wle0otCHR8W6x4iOlidz7X+TOpwEdElqgtHkSkXRMifNLfyZy+WvIDZ9E/B6i9SBEzxsR9Yq3hqLfn0to+Q8E/55P4t6NkV7eIrWJtdV11Gko9cr+y6ofOBD2k/yDf+XKIqXlHa1a4e7eA1ePnjg7dEBo8fvVKpOIJGhoLRtSL79mVqcWuNs0QWjVH4EkTWlFWRWyNvIjrfK2HSw1yqrYLavw/9X6Tvbt31fnS7pUBsVFhZkyhEl0ro0ui/6+5bNx40aCwWBEFPLp2NHqsbR27doiwtKuXTtefPHFIteaM2cODoejyLVqE7awFEJKHa9+J1YnyN641DFFzrFE5VIkO1BoGxaVor1UZGgf5pa7IecnAETqWYhWD5fooJehPOTq96wS9nr46bTpiSi9RiEapJeybomxbQWhJfPRV/0cqSQsFQ2180k4jxls5ZyUoRyMFQq8Ht8//+BfvpzQju1Rx5XERFzde1i+ku7d49ajRJomgV2ZeNdux7t+pyUk63eUKCKe9s0iloinYwu05vXZl5lZbTdYM2jg3ZkddpAftPwcYeHwbs/GDBbNui+Mq0lSlGAkhkWktC2rulTSJR/TMPFnBvHu9ZG3x493rx9vhh/vXp/1571+VmyseK2w4vJYNsjP2ST/F/M1DoZbL9SrF/39Tk62qlBkZxffTO1QPv74Y9566y3uuOMO6tevnjyteGALSyECxrMY8i8gKexXib4xFWx/5YvKeyii6LaUzP4Zc8s40PeBcCFaTSixZ4o0datr4z+vFvREadAVpdetiKaHz4ExvVnoy74jtOTrqKZZSloblJ6ncaBJD9JatUOL8QarZ2biX/6PJSarVyELF3IUgoS27aztrR49SWjbtsJOdyklwd0HyFu33bJCwq/imlEVJyLuNo2LZKtXxQ1W94Ysoci3NvJDdLdZIbrFtfTNp3A5Eks4rO2q/FwP1VW3v5KmYeLbH7CEYU9YJDIskcjb4yskHn58+wLIw/xdAhwwig8HLwvFdZBsK4bQWpwZNZYjt7JYTiv2Gma4wkJJ0V9KDN+V2bNnc/nll3PKKacwderUUs+vydTt3+IyoJu/ETBfAMCtPooiokuUmHJnoe2vfEslWlSk1JG7nkPueRmQ4OqM0vYZhLtoy+FILsrSFyEnXCYlqSVKr1HQ6tQSrQspJcaWfwj9PQ99zSIwwua6w4WjW38cR5+J0rwzuq6X2vM+2ir5h9COHVHHleRkyyLp0QNXt+6oyeWvASalJLj3oCUea7dbUVpri4/OEg7NKnfSsQWeziWLSGUSzPJbFsch4pG3NYtARjFhyYVQXVrYx1EgHp58f0ez5Eg5krqCaZj49gUiVoR3r4+8Qn8uq1hEIcDdwImnsQtPEzeeNJf15/BrfWYqT91esfVLITEPbfQlNJRDbo+KdEIJBmdqaipQ1DLJCQeypJRi0T/11FOMGzeOAQMG8Nlnn+Gs5jp3FcUWFkDKLLz6aEDiUEaQoJ4TdTw/pNhy1LcpdvtLBndbDvq8PwGs3vMtH0AoRbcvZMYSzL+fg/3hCC1nfUTP6xAdhpVYz8vMy0L/5zuCf89DZhY0qlKadcLR+0wc3fsjnKXnsRgHD+LLt0pWHeIrEYKE9u1x9+iJq0fPCjW8Cu3PJm/t9rBfZDvetTuKzRMRDhV3O8sSyY/QqgqfSCS/I99RvvVglHiEsopv4ZuPo57T2qbKtzjyrY/WqTgbeWpFYuDhiFgWew4jFuGXb385xKJhWCwaF4hFYhMXnjQ3nibhnxu7cTdyHlaI834vvpROmT5rjOHGhzunQ4cOqKrK+vXro8bzf+7WrVux75NScvvtt/P8889z0UUX8eabb9Z6UQFbWJBS4tXvR7ILhba41YlRx02ZEQ4p3oKgVTj66xBRyV5oJTzqB6xGXK0fRqkfLU7WeVsxlz4P23+wBlQXouvlVi6Ko2jWtpQSY+s/hBYfYp0kuHF0PwXH0YNRmxW1hqKuYZqWVbJsGb7l/xDaujXquJKUhKtHT0tMundHTSp7DouenWeJyNqwc33tdkL7i9lTVhXcbZtaApLvWK/E6CxpSvwZeQWikV+WJPxnPe/wznJnQw+JbVILfB2FLI+E1NoXopvvs4hsORUSifJsQ0URFovEJm5LMNLCFkb+nxvHLhZVTXFbYSWdVxIul4v+/fszZ84cxo4dG3mwmD17NqmpqZxwwgnFvu/+++/n+eef56677uLJJ5+s9Q8k+RzxwhIy56DLrwANt/Y0QhTc4K0yLVeEkx9bhPNUmkeOF2x9vWQNuLuhtJtRpMS99B9ALn8Vuf4TkAYIBdF+KKLn9Qh3oyJrkr4cqzT93/OifSfNOuE4erBlnSSUXFjSyMvFt3QZxl9/sGfDBmReIUtBCBLatMXVs2e5fCWGN2BZIWu34123nby12wnuPlD0REXgat2YxI6WiCR2boG7fbO454nkN37KF4ucTZkc2LCX1Xv8+LaXUkU3P7+jsJ+jVYolJi1T0BJrdmIkhMXzQICsHbnsWZdJZsBLMDNkCcUev2VlZPjx7vGVWywsa6LQNtQhW1KJTdy4G9YssSgL8UqQHD9+PIMGDeKiiy5i5MiRLFq0iOnTpzNt2jTcbjfZ2dmsXLmSDh06kJaWxpIlS5g2bRrHHXccF110Eb/99lvU9bp161YkGKC2cEQLiym34jMmAeBU70RTehU6djBc+2sdgqYkHZKnIkMZ1tZXrvXLIBpdZrUMVgrMWGkEkGs+QK58A0Lhm3vzf6H0vgWREp2db/U6WUPwry/RV/1U0CPe4cLRY8BhrRMpJaGdO/AtW4Z/2TICG9ZHF3N0u61Q4J5H4e7RAzXGX1YzGMK3cRd5a7ZHtrX82zKi+6CEcbZoZG1ndW5JYueWuDvGL2Pd1E18u3KiLI/CFohZTH+TfIQqcDevVyAYrQssEE/LeqjOmvcVkFISOBAMbz0VioiK/LmQxZHhRxrl8Fk0sbahEhsX9lm464xYlIV4bIUBDBw4kI8//piJEycybNgwWrRowfTp0xkzxoouXbx4Maeeeiqvv/4611xzDXPmzEFKyZ9//kmfPn2KXO/7779nwIAB5fpM1U3N+1ZVEVZo8RggD1Ucj1O5sdCxHLz6NeGCko1IdLwdlVEvc37H3HwX6BnFbn1JKZFbv0UufQHydlmD9bugHH07okl0pJcM+ggt/4HQ4i8x92yMjCuN2+E45iwcPQYU6zuRoRD+1avxLVuK759lRTooas2bY7TvQP3jTyCxS5dSHd/SMPFv21sgImu349u0G6kXvWknNE6NiEj+lpaWVPbS/IUxdRPfzmxLNLZYApIbFhLv9uzDZpYLTYmE5Lpb1kPWV2ncrQX12jWsMVV0pZQEs0MRscj3XeTli8Sewj4MP2aobEXaXQ0SSGigkdwsiaQm7oJtqPD2U0Qsatg2VE3AJLbukLH8iwwfPpzhw4cXe2zAgAFW0E6Yhx56iIceeijGVdYujlhhCZj/KRRa/GSkmZaUPvL06zDkMgT1rYKS4dpfUkrk3leQO58CTCvqq92zCFeB9SH3/YP59wzYF46vd6cheo2yGm0VivQyMrYSWvwloWXfQTDsQFcdaN36kXDs2SjNuxTZb9UPHsC/bJllmaxaGdX4SjgcONPTcR/VC3fPnsh6KWRkZOBMSysiKlYRxoPkrd2Gt5A1YvqL+hy0lEQ8nVuQ2LlVWEha4KhfvugwUzet5k8R0cgib8sBy/LYcXjxUBLUgvyOsOWRFP6/u2kSQrX+bkOhUJX2fg/l6da2U3i7Ka+wYOwp5PTe48MIlE0snKkJ0eLQxBW1LZXvz3CnuTAxjoie95VBvCwWmwKOSGExzOUEjBkAuNXJkVL4VuHJmzDkH1j9VGZFqhRLPRtz6z2RlsGiwTCrIrFqWRMybzdy6YvILfOtSVSXVc8r/XKEZjl6paGjr/2V0F9fYGwpSOwSDZqTcMxZOI4aFNXWV0pJaOsWvEuX4l+2tEjpFLV+/bCQHIUzPR2lUDRJ4XyOfOd63prteNdsI2/N9mIjtBR3Ap6OLUjs0ipijSQ0SS2TQ1EaJt6dOZbVUdjy2HKwdPFwqiS2DAtH/rZV2GnublIgHpWNHjCiQ2f3WMJQWDDyxSSUe/hOiIeSUM8RFoXorSdPY3dkLLGJJRaaM3ZL63DbgXUJI2Tizwnhz9bxZ4fYvqQY/14ZKTbcuLjzbGGJmSNOWKQM4DXGADqaGIxDGRYe1/Hqd6DLhYCbRO31SE976VuNufFWqxmXcCBaTrDCiYVAhrzIVW9ZGfNGABCIdmcjjroZ4bFKp5g5+wn9PY/Q3/MLKgoLBa3ziTiOORu1Xa+INWMGgwRWrbK2uJYtxQhn9FrvESS0bWuJyVG9rMrAh9z0zWAI7/qd5KzawoFlG9i/dR/BXZkcitBU3O2aktilJZ6wNeJqlRbTzVuaEt9uSzxy8wVkS0G4bqni0Sr1EKvD8nlUZiXd/FyLSPTTnmK2ocIWR+Dg4aPFDkVzqxGHdmLT8LZT44KoqIKtKBea+4j7ylkPSD4DX3aIQI4lCL6sEP5s6+XL1gkUEgtfdv4xPXJO/s8hf7SAZrCpwuuLZ9l8G4sj7rfcb0yP9E1xa1MscZAmPuNedPk1kECiNhNNORYAM/Mz5NYJIP1Wra92zyI8PZHSxNz0FXLpi+ALJyKmHY1yzJ2IBulWU6utywn9+Tn6ml/AtL4QIjHVyjs5ZnCkZpeRnYVv6TJ8S5cU3eJyOnF16467l7XFpdYrSLSSpol/+z7y1mwjb/U28tZsw7txFxhFvwLO5g0tSyS9leUX6XD4CC0pw3Wt8sUjbHXkbj6Id3vWYUuT5G9bHWp5JLWJr3hIKQlkhaKsipxdeezbnAk5m/BlBCKCUdaIKMWh4EkrCJ9NbJofCeWOiEe+pZGQrNWZMNHCmIZJIFfHn60XutmH8OcU3PDzBSIiGMWIgT87hFmWAIMY0JwK7hQHoQQXbC/9/MNhb4XFnyNKWEy5q1DV4qkoooF1AzUeJmTOAVQ82nNoyslIM4jcMRW5zzqf5H4obZ9AaPUtP8rip2H/CutYYnOUo2+DlqdCKEBw8VeE/vwcM6Ng60pt1R3HsWejpfcFRSO0cye+n77At3QJwU2boiKt1AYNLKukVy9cXdIR4T1zPSuPrN9WFwjJ2m3FloTXUhJxd26BbNmAtN6dqNetLVpyMQEAUhI84CN3c6Ftq80HIn82fCVv8whNiVgaiW3ClkfE55FcIfHQ/YYlFrvzt54KoqHyBaRcfgtBoTDZcERU04LIKEswrJ+d9RNqrVgYITNaCArd7H0lWALFWQqBMm7zlYYQ4Ex24Kqn4arnwJWs4U5JwFVPw5nswJ3//xTrFTk3POaq58CZrOGu50B1WJb177//ziulN109LHYHyfhzRAmLIpqRpH1MSC7AoQwEIGDMKGg9rE7HoZyODO3B3HQH5C0GCJe5vxV8mZh/TEJu/sq6oOZBdL8G0eUSZHYmwW9fJbT0WwiE/RcOJ47uA3Acdw5Ko9YE1q8nd/bH+JYuRc/YG7W2hDZtcffuHdnikrqBb+MuMr74nbw128hdva34La0EzfKLpLeyLJIurUhokoqu62RkZJCcloYMmBxcsScsIAcsC2TzQXK3HDhsRV2hCjwt6oWFo36B9dGm7KVJpCnxZQbI213go4jkWuwpSNLL2+MjmFW2el8JKY7IdpO7sRORJGnYtj7JzRMj21M1MTGvMFJK9IBZcIPPCh3WAjhUBHzZQXwHgwRzDUL++G7aqA4lSgxcKQm4wz87C4mDK9mBKyVfMBzh8x0R4XAmaSg1sGmYVd04FmGxiZUjSlgAVKU7Kt0BCBivEzCfBcClTiJBHYbM/Qtz0+3hUOIklLZPQNK/kKveRq54HXQrgku0GwJH3YS5ezvB2VMx1v9J/q+eqN+MhGPPRu3Sn8CGTRz4/Dv8/yzDLJyoqGm4unbF0/tonD17IkMKuau3suerZeSt/gLv+p3IUNEnRlertMiWVmKXVrjbNUVoKkZQx7s1i8yVmeR9uZHsjfs5uD6DZTvzCO4vpltiPgLczZKjxCOpTSqJbVPxNK9XaqhuyKtbYpFvYewpsDAKC4Z3b9nyLVSnUhAB1cQdFofoBL38scJ+i6qOCpNSEvQaRfwGRbaPsg/xLRTaTvJnWUJh6vG9dSV41IgFYAmCA3dEDBxhKyFaDPKtBHdKQuQ9jjIEEdRG7K2w+HPECUs+QeMT/MbDADjVu0hQrsTMeBe5fQqgg6sTou3zkLkd88dLITe8kduwB6LnLeg7dhJ688GozHi1/bGo3QYSzIKDvy/F/8b9oBeIg5KYiPuoXji79cB0pOLduIc9C7aS9/LPhDKLVmlVk90kprcmMb0VSemtcHdqSShXD/s6DrB79nryNv9B7uYDpVbVTWjoJqlt/UiIbmKhPx9aUTffuti/JtuyKHb7yNvri7Y2wmISzCnbdom7UUEmd2ITd5GtqHwhcaY4KnUrSkpJIE8PWwbRIlAgEEV9CUVFQy9bNnsMuJILWwPWk3+BBWBZDIWFwJ3iQPMIvKEcmrdtTFIDF656DtQaap3VNOKVeW9TwBEpLCHzO3zG3QAkKNeSwPXIrQ8gM2cDVu8UUm9C/jYDuesX603uRsj2V6Lvzib0ztSCjowJbkSHf2GIpnjXbiTw/VvR/pJGaTg6dMV0NyZ4IMjev7fh/fh/RR3sqoKnfTMSu7TC2aY50pNMMNckb/NBdv51kNzZf5C39ZvDlijREhNIbJtKUutU3K3rYTRQadq9Jakd03AkOzGChmVJ7La2nPYtzCRv984CocjfntrrL9PTs+ZWw4JQ4ORObOqO+nN+aG3+3nh5MU0ZdigfcqMP3/jzDvjZvzsL1dhFMMeI2koqLBiBnFBxBQTKjVBE5Ak/shUUJQBagUCEt4zc9Qr7G6yx8m4XWZaaSYM0j53HUkZ0JHoM4cZ6PH9h6jhHnLDo5h949VsBA4cyHKfxb+TmK8C7DFCg8e3IvTr89m+QBlI4kA1PJ7TfwJj7DiCREkx3cwx3BwK7c9C/WgYsA0CaQINWyOSmhLwK3k170f9eDayOWodWPxlHyxaIlAaYqotgrmT/tiy2fLiH4P7NJa4/P8s8sU0qSe3qk9SmPgmNkxBuN3oQSyR2+cjYlUfmHwdZ88FqfHuXkLfbh/9A2cJo3Q2dBeGzTcNbUk3cJDYtZHE0iS0qKt9CyNnrL3jizwoV2S7yZQWLbBtVpiAoqojc+CNWQb3C1kGh7aJ6xW8duVMcJHjUWuvsr2lIKdFDJnrQJBQ0CQUMQkETPWhEftaDJqGQyaqlh28NEdN8tsUSd+q8sATDobvBYBBT7iBPvw4IoIn/b+/co6K67j3+Pc8ZBpQBhgjXVAWp+EgIi9U0rjQ+EoPGkLZR0S69plq9y5g0XTH1cdNqrxpNFGldyyatra/Y5jYmrkjjSoLBREVRjMlNRF1XguCD+rrh/VCYmXPm/O4fM2eYw4A8HMAZ9od11sDe++y9f3MOv+9+nX0eh7l5JujKDECtBngrOGkO6MuPAXs1SANU4QG4anloF78CEaDaJajSECgNgKv8FoALcKk8FDUMFBYLxSnDUXkLuO4A4F4RpmkcVM0ELioGMA+Aqopw1KloOt8IOlsHoK7Nesu2cIQNjoQUMxB8hAUky9AgQGkmNFU4UH2pGbdP1OL2dzeg3O78cJQg8+6exSDPCihdJPQehs9yWkHi3c8g2F0e567CXu9Ec4OKqkoFV8uaDHMELb+70/XkkJEuCGYfp28eIEIK53CupAiPPTEWA23hdxhOcouEFBYaguBwOPCHP/wBa9euvWOPhYiguQhO3Tn7Omqn59PhguJx7Ho61emC06EZ0zl1h+/53eFx/g5PGkVrO96QRxvlOzu/+KCR3P9nTmfXGk2+sDmWwNOvhIXDv8HEz4WqfYmwunGgawsAqAANB/7PBqrZA03hodrjoNZLIPt3UOwmKPYoKHYLNIcKVbFDcUhQVStUNQwuuwtEgMuluP+RVDM0PgyaEAZnE6DqTv+mBqDe3dshDi4XD403Q4yKABceBggSVBcPpZlgr1dxu9gO12kngKpO2SlFiAi/Lwzh8e6eBG8Fsv+8Cas3rkHkICt4swhOFqARDENDjfUKKq86Yf/fpjZ6CO7fAzmpzAucn7M3CIR3aWnL0JHJZ7mpe2JZgmRuWxCqq6uxyDYeqw9XISYmJmD17iyaRu23sHUn63Hcvul8nbji1KAqLQ7a1yG3dvx6fPNtBwpPmLAkPw/Q+Fb5+wqDK6A9vt6A4wDJJECSeYiyAMnEQ5J5SCYBNfZwoOxuhSVwe4Ux3AStsHz66adYtWoVzp8/j9jYWCxevBivvvrqHVufHMfBxL8M6fp/gWreAFQOaEgGfVcJzd4ItTEKSr0MpVmC0mSC47YVil2C6pCgOCU47RIURYKqilAVEaoiQFEluFwiSPP0Tlw8XC7e59MESDI0QYKqcHDe1oyO+gYANHsON0SeJZAEiAMkyFYZYqQJYrgIPswtEBB5EMfB5SKoKsF524WKegX2ywqai5rQ3ODESOXf8f7S0oB83/ozCK2dvqEnMLAl3rsEtVW6u+kh+A6R2GudBmepO+HqqlpEYgTOHqtAmKnJ0OI2DKu0crx+LW7F36F781LaaIF78gr0g4BdIZJLwqWz9V0+T3fakkmAKHHuT5mHJLmduCi54/Rw2SRAkDjIsgBBj5N5nzh3mOwjBGKrdO6yeEiyANnUdjpB8uR3h0UIhw8fxkeT7uZbYz2WniAohaWwsBA/+clP8LOf/Qzr16/H8ePHsXLlSmiahpUrV7Z7HinV0C4tBm6fAWrNoKpIuOoa4KiJhqM2HM314bA3WmBvMqP5VhgcdhNUVYTTKcBul+F0SlBdQivh0D8FEHEGUdDI/SZTjThoRO4DgIt4cDIP3iQCkkcgCHApBMWpwdnsanFQtwn4PwcAR7e/L9kitDj4SP95ArNXBERIFhGSRYBg5iGa3Z+CzIOTOGiKZwjFxykbW+Mu1DpUqHUOKN81tul89bHx9s5vz6nr6TtDmvifWDfrZLe/r0AiiJzRcctuZyqZeIiij8P2ceiyj9OVTC0OVnfIksxDbOX0Hc4mLPiP+Xh3z38j2hbpTie159j1Vr8AQeRCYijwbmBzLIEnKIVl7dq1SE1NxTvvvAMAeOqpp6AoCjZu3Ihf//rXCAtrZwt3IQJouA1XWTSay62ouRiPmhsxqKuOxK3bFjjsMux2CXZFhFMV4FB4KC4BqouDBrfz1/ShLPLsMUS6cLSISHvoNyYBICeBbjm9b6/ToD8B7InnCOA4iBYeUpgAMUyAYOLdh+wRJokDL3LgBA4QOHA8QJz7cDicOHT4MCZMmAhwIhodLtQ4FSgOO9TrGpyX9Ja8T+u7i1u19zUcB4ieFq/kaSkLInC5/CJGj0mGOUw2to496SQfJ6s7c1/HK8m6APie29qxt+HsfRy27sx7y2lXV1ejauFppD05qE+GAIMZF6eB5zq+912dSMNwE3TC4nA4kJ+fj7Vr1xrCMzMzsWnTJhQUFGDy5Mltnmu/UoKs9Bm47RThdPFwap6egn6gZUM6t4P3/HBkdPpoEQGvIPD+ceABcC3CoXVn8truObqxiWs0/wDOFXRujqYteJ5zO8hWwxWS7OOodScqCwZHrDtd3+ER2aQ7XKMD1oc9fJ19e2Xo9RAlvs3WdnV1NWy22cjtozkWRvDB5lgCT9AJy6VLl+B0OjFixAhDeFKS++2KFy5caFdY5CGjcOLW/8DFueCWEQCc5+gJOniZ9p0mJfVWc+tWse64xdaO2NBSFuBUm7Fs+St4689vIjpmYEv+vsMshuEZ/1a80Evb1DMYfYkLBK4TwtIZ8WG4CTphqfNsI9/6XdADBrjfY9LQ0GAIt9vdmzSePn0aAODgy6ESIIocRLMI2SxCMvOQzQIks+D+DBMgm3kIomfs2+PkRdHdAhc8jt17yBxESXDnKQuGvwXJ5xw9XnLHB258m+AWypYdh+vq6nCTjiMisQIWa8uKGdVz2AHA6TlCCP3++Prrr2G1Wvu0Lr1Jf7W7uLgYQMv/eXdQ8R20TiyV01DRYRqGm6ATFk1zd0jbc8g8b2xl37zpfjXwsmXLjAm93jW0mTJlSl9XoU9gdvcv9P/zrmCz2WCxWNDUtLfT51gsFthsti6X1d8IOmHRW2OteyaNje69tiIjIw3hGRkZ2L17N+Lj42E2mw1xsixDluWeqyyDwehRmpubceXKlW4J6pAhQ1BcXIyqqs7PQ9psNgwZMqTLZfU3gk5Yhg8fDkEQUFZWZgjX/x49erQh3GazYd68eb1WPwaD0bv86Ec/6va5Q4YMYULRAwTd7KzZbMb48eORk5MD8hkX/eCDD2C1WvHDH/6wD2vHYDAYjKDrsQDAqlWr8OSTT2LWrFlYsGABCgsLkZ2djaysrPafYWEwGAxGrxB0PRYAeOKJJ7Bv3z6UlJTg2WefxT/+8Q9kZ2dj+fLlhnSffvopfvCDH8BisWDo0KHYsGGDoZcTbDQ1NUEQ3Fui+B6+c0clJSXIyMhAZGQkYmJisHDhQu+KIZ3GxkYsXrwYcXFxCA8PR3p6Os6fP9/L1nTM1atXYbVakZ+fbwgPpI2bN2/G8OHDYTabkZqaiv379/egRZ2jPbvHjh3rd+05jsMXX3zhTRNsdhMRtm3bhpSUFERERCAxMRFLliwxzKGG+vUOSShEOXHiBEmSRHPnzqUDBw7QypUrieM4Wr9+fV9XrducPHmSANCePXvo5MmT3uPUqVNERFRbW0uDBw+mhx9+mPbv30/btm0jq9VK6enphnwyMjIoNjaW3n77bdq3bx+lpKTQoEGDqLq6ui/MapMrV65QcnIyAaAjR454wwNp46ZNm0gQBHrttdcoNzeXZsyYQYIg0NGjR3vLTD/as9vlcpHFYqHly5cbrv3JkyepsbHRmy7Y7M7KyiJBEOjVV1+lzz77jLZu3Uo2m40mTZpEmqaF/PUOVUJWWCZPnkwPP/ywIWzFihUUERFBTU1NfVSru2Pr1q0kyzI5nc4249944w2yWCxUUVHhDcvNzSUAVFBQQEREhYWFBIA++eQTb5qKigoKDw+ndevW9awBncDlctGuXbsoOjqaoqOj/RxsoGxsamoiq9VKy5cv96bRNI3Gjh1LkyZN6mEr/enI7uLiYgJA+fn57eYRbHa7XC6yWq304osvGsL37t1LAOirr74K2esd6gTlUFhH6Nu+TJ8+3RCemZmJW7duoaCgoI9qdncUFRVh9OjR7b5vIy8vD+PGjUNsbKw3bMqUKRgwYAByc3O9acLDww27E8TGxmLChAneNH3J2bNn8cILL2DevHneveB8CZSNp06dQl1dneEe4TgO06dPR35+PpqbW3ab7g06sruoqAgA8NBDD7WbR7DZ3dDQgLlz52LOnDmGcH1XjYsXL4bs9Q51QlJYOrPtSzBSVFQEnueRnp6O8PBwREdH4/nnn/c+w1NcXOxnM8/zSEhI8NpcXFyMxMREiKJx3UZSUtI98b0MGTIEZWVl2Lx5MywWi198oGzUn9hu6x5xuVy4ePFiwGzqDB3ZXVRUhMjISCxZsgQxMTEwm814+umnUVJS4k0TbHZbrVa8+eabfsuFc3JyAAAPPPBAyF7vUCckhaWr274EA5qm4dy5cygtLcX06dNx4MABrFy5Env27MHTTz8NTdNQV1fnZzPgtlu3uTNp+pLo6Gjcf//97cYHysZ77R7pyO6ioiLU19cjNjYWH374IXbs2IHS0lKMGzcON27cABCcdremsLAQWVlZePbZZzFmzJiQvd6hTlAuN+6Irm77EgwQET755BPExcVh5MiRAIDx48cjLi4Oc+fORV5eHoioTZuJyGuzpmkdprmXCZSN+j3SVhrg3rtHNm7ciN/97nfe1v24cePw6KOPYtSoUdiyZQuysrKC3u6CggL8+Mc/xvDhw7Fz505vvfrj9Q52QvLb7Oq2L8GAIAiYOHGiV1R0MjIyAABnzpxBZGRkmy2vW7dueW22Wq0dprmXCZSN+j2i3xO+afRy7iVSU1P9howSExMxatQonDlzBkBw2/3ee+8hPT0dQ4cOxaFDhxAdHe2tT3+83sFOSApLV7d9CQauX7+O7du349q1a4ZwfdLRZrMhOTnZz2ZN03D58mWvzcnJybh8+bJfC66srCwovpdA2ZicnOwNa53GZDIhMTGxp0zoMoqiYPfu3YbnVXSam5u9myIGq93Z2dmYM2cOxo4di2PHjiEuLs4b1x+vdygQksISitu+OBwOLFq0CNu2bTOEv//+++B5HuPGjcPkyZNx9OhRVFZWeuPz8vLQ2NjoXTEzefJkNDY2Ii8vz5umsrISR48ebfc9NvcSgbLx0UcfRXh4OD744ANvGiJCTk4OJkyYAJPJ1EsWdYwkSVi9ejVWrFhhCP/mm29QVlaGiRMnAghOu//6179ixYoVmDlzJg4ePOjXc+iP1zsk6O31zb3FoUOHiOM4yszMpNzcXFq1ahVxHEebNm3q66p1m+eee45kWab169fT559/TmvWrCFZlumll14iIqLKykqy2Wz00EMPUU5ODm3fvp2ioqJo6tSphnwmTpxIUVFRtH37dsrJyaGUlBQaPHgw1dTU9IVZ7XLkyBG/5zkCaePq1auJ4zhatWoV5ebmUmZmJkmSRMePH+8tE9ukLbt37txJAGjevHl08OBB2rZtG8XFxVFqaiopiuJNF0x237x5k8LCwmjo0KFUUFDg9+BnRUVFv7jeoUjICgsRUU5ODj344IMkyzIlJCTQ73//+76u0l3R3NxMr732Gn3/+98nk8lEiYmJtGHDBlJV1Zvm3LlzNGnSJAoLC6P77ruPFi1aRA0NDYZ8ampqaP78+WS1WmngwIE0depU+vbbb3vbnA5py8ESBc5GTdNo3bp19L3vfY/MZjOlpaXRgQMHetqsDmnP7j179lBaWhpZLBaKjY2lRYsW+e2WEEx262LZ3vH2228TUehf71CEIwrizbMYDAaDcc8RknMsDAaDweg7mLAwGAwGI6AwYWEwGAxGQGHCwmAwGIyAwoSFwWAwGAGFCQuDwWAwAgoTFkbIQURwOp19XQ0Go9/ChIXRa6xZs6bNd7a3daxZs6bD/Orr63H//ffjo48+8ob98Y9/RGRkJCIiIjB//vx2Bebjjz/GjBkzMGzYMJhMJthsNkydOtWQl87SpUsxderUbtvNYPQ32AOSjF7j7NmzOHv2rCHslVdeQVVVld9bE1NSUpCSknLH/BYuXIjy8nJ8/vnnANzv8sjIyMDrr7+OmJgYrF27Fs899xx+85vfeM9pbGzEL37xC+zbtw9paWn46U9/ivj4eFy7dg1/+9vfUF5ejmXLliE7O9t7Tn19PZKSkpCdnY358+ff5bfAYPQD+vS5f0a/Z+jQodSd2/D48eMEgL744gtvWHZ2Ni1ZssT79z//+U965plnDOfNmjWLAFB2drZfnna7nSZOnEgAaMeOHYa4TZs2UVRUFNXV1XW5rgxGf4MNhTGCkg0bNmD06NF45JFHvGEjR47E/v37ceLECZw/fx5bt27FqFGjvPEHDx7E3r17kZmZiWXLlvnlaTKZsGvXLgiCgC1bthjifv7zn6OhoQF/+ctfes4oBiNEYMLCCDqKi4uRm5uLWbNmGcKfeeYZPP7443jssccwZswY1NbW4re//a03/u9//zsA4Fe/+lW7eSckJODcuXP45ptvDOGDBg3C+PHjsWXLFiiKEkBrGIzQgwkLI+j48MMPQUSYNm2aX9zOnTtRWlqK06dP4+TJk943BwLAqVOnIIoixo4de8f8R40aBVH0f2v3tGnTcPPmTXz55Zd3bQODEcowYWEEHYcPH4bJZGr3jZdJSUlITU2FIAiG8Bs3biAmJgayLHer3LS0NADAkSNHunU+g9FfYMLCCDpKS0uRkJDQZq/iToiiCFVVu11uUlISAP/X2zIYDCNMWBhBR2VlpWGIq7MMHjwYtbW1cDgc3SpXL9P3NbkMBsMfJiyMoIPneWia1uXzJkyYAE3TUFhYeMd0CxYswNy5c3Hz5k1DuMvlAgC/ITYGg2GECQsj6IiPj0dVVVWXz5s9ezYA4E9/+lO7aa5evYp33nkHBw8eRExMjCFO76nEx8d3uWwGoz/BhIURdAwbNgw3btzo8rLf8ePHY9q0adi3bx82b97sF19fX4+ZM2dCVVWsWbPGb5K/vLwcgHtJMoPBaJ+uzX4yGPcAU6ZMwWeffYavv/66w6XDrdm1axdqamqwdOlSvPvuu5g+fTpiY2NRWlqK3bt3o7KyEr/85S/x4osv+p17/PhxAGD7hjEYHcD2CmP0KcOGDUN5eTm6chuWlpZixIgReP311w0PQHYWp9OJ9957D7t378aFCxdQUVGByMhIPPLII3jppZfw1FNPtXleeno6SktLceXKlS6XyWD0J5iwMIKSKVOm4MqVKygpKemV8v71r38hISEBGzduxPLly3ulTAYjWGFzLIygZPXq1bhw4QLy8/N7pbwdO3YgKioKL7zwQq+Ux2AEM6zHwghaZs+ejevXr+PYsWM9Wk51dTWGDx+OrKwsPP/88z1aFoMRCjBhYQQtNTU1ePDBB/HWW2+1uW9YoHj55Zfx7bffIi8vr8fKYDBCCSYsDAaDwQgobI6FwWAwGAGFCQuDwWAwAgoTFgaDwWAEFCYsDAaDwQgoTFgYDAaDEVCYsDAYDAYjoDBhYTAYDEZAYcLCYDAYjIDChIXBYDAYAeX/AeMHj9eboZqYAAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, (ax1) = plt.subplots(1, 1, figsize=(4,3), sharex=True, sharey=True)\n",
"import matplotlib.colors as colors\n",
"#ax1.plot(T_C, P_kbar, '-r')\n",
"import matplotlib.cm as cm\n",
"for i in range(0, len(rho_lin)):\n",
" color=cm.plasma(rho_lin[i])\n",
" ax1.plot(T_C, Pressure_SW96[i, :], '-', \n",
" color=color,label=str(np.round(rho_lin[i], 1)) + ' g/cm$^3$')\n",
" \n",
"\n",
"norm = colors.Normalize(vmin=rho_lin[0], vmax=rho_lin[-1])\n",
"sm = cm.ScalarMappable(cmap=cm.plasma, norm=norm)\n",
"sm.set_array([])\n",
"cbar = fig.colorbar(sm, ax=ax1)\n",
"cbar.set_label('Density (g/cm$^3$)')\n",
"\n",
"\n",
"\n",
"ax1.set_ylabel('Pressure (kbar)')\n",
"#legend = ax1.legend(loc='upper left', ncol=2, frameon=True, fontsize=7)\n",
"ax1.set_xlim([0, 2000])\n",
"ax1.set_ylim([0, 16])\n",
"\n",
"ax1.set_xlabel('T (°C)')\n",
"ax1.grid(color = 'k', linestyle = '-', linewidth = 1, alpha = 0.1)\n",
"\n",
"fig.savefig('EOS.png', dpi=200, bbox_inches='tight')"
]
},
{
"cell_type": "markdown",
"id": "ff13af22-f142-42f7-b5dc-b0be4cea8764",
"metadata": {},
"source": [
"- That is for one EOS, but we might want to compare SW96 and SP94 - we do that here"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "c3674fa9-eaac-446b-a70b-70e75f147ca6",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 1.0, 'Comparing SP1994 and SW1996')"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, (ax1, ax2, ax3) = plt.subplots(1, 3, figsize=(14,5), sharex=True, sharey=True)\n",
"#ax1.plot(T_C, P_kbar, '-r')\n",
"import matplotlib.cm as cm\n",
"for i in range(0, len(rho_lin)):\n",
" color=cm.plasma(i/len(rho_lin))\n",
" ax1.plot(T_C, Pressure_SP94[i, :], '-.', \n",
" color=color,label=str(np.round(rho_lin[i], 1)) + ' g/cm$^3$')\n",
" ax2.plot(T_C, Pressure_SW96[i, :], '-', \n",
" color=color,label=str(np.round(rho_lin[i], 1)) + ' g/cm$^3$')\n",
" \n",
" ax3.plot(T_C, Pressure_SW96[i, :], '-', \n",
" color=color,label=str(np.round(rho_lin[i], 1)) + ' g/cm$^3$')\n",
" ax3.plot(T_C, Pressure_SP94[i, :], '-.', \n",
" color=color, label=str(np.round(rho_lin[i], 1)) + ' g/cm$^3$', alpha=0.5)\n",
" \n",
"\n",
"ax1.set_ylabel('Pressure (kbar)')\n",
"legend = ax1.legend(loc='upper left', ncol=2, frameon=True, fontsize=7)\n",
"ax1.set_xlim([0, 2000])\n",
"ax1.set_ylim([0, 16])\n",
"ax2.set_xlabel('T (°C)')\n",
"ax3.set_xlabel('T (°C)')\n",
"ax1.set_xlabel('T (°C)')\n",
"ax1.grid(color = 'k', linestyle = '-', linewidth = 1, alpha = 0.1)\n",
"ax2.grid(color = 'k', linestyle = '-', linewidth = 1, alpha = 0.1)\n",
"ax3.grid(color = 'k', linestyle = '-', linewidth = 1, alpha = 0.1)\n",
"\n",
"ax2.yaxis.set_tick_params(which='both', labelbottom=True)\n",
"ax3.yaxis.set_tick_params(which='both', labelbottom=True)\n",
"ax1.set_title('Sterner and Pitzer (1994)')\n",
"ax2.set_title('Span and Wanger (1996)')\n",
"ax3.set_title('Comparing SP1994 and SW1996')"
]
},
{
"cell_type": "markdown",
"id": "f40dd539-684c-4336-8c0e-54fbcd658179",
"metadata": {},
"source": [
"## Calc 2 - Calculating density for given Pressure and temperature"
]
},
{
"cell_type": "markdown",
"id": "d4878a13-c2c8-4fb0-bdb7-553783373612",
"metadata": {},
"source": [
"- This might be useful for experimental petrologists, or anyone using a gas cell to calibrate their Raman (where they have measured P and T inside the cell). \n",
"- Lets do the calculation firstly for one pressure and temperature we are interested in\n",
"- You could also load in a spreadsheet as before"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "17b0161b-acdd-472a-8d1d-769af7ef1a1e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0 0.300608\n",
"dtype: float64"
]
},
"execution_count": 11,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"SW96_rho=pf.calculate_rho_for_P_T(P_kbar=1, \n",
"T_K=1400, EOS='SW96')\n",
"SW96_rho"
]
},
{
"cell_type": "markdown",
"id": "dcc1f4d1-9664-4d40-b178-2eaffd9a32f4",
"metadata": {},
"source": [
"- Or for lots and lots of different pressures, to see how density changes with pressure at fixed temperatures"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "724c78ae-478d-44d9-85a2-9335cd14d999",
"metadata": {},
"outputs": [],
"source": [
"P_kbar_linspace=np.linspace(0.01, 10, 50)\n",
"SW96_Parray_1400=pf.calculate_rho_for_P_T(P_kbar=P_kbar_linspace, \n",
"T_K=1400, EOS='SW96')\n",
"SP94_Parray_1400=pf.calculate_rho_for_P_T(P_kbar=P_kbar_linspace, \n",
"T_K=1400, EOS='SP94')\n",
"\n",
"SW96_Parray_1200=pf.calculate_rho_for_P_T(P_kbar=P_kbar_linspace, \n",
"T_K=1200, EOS='SW96')\n",
"SP94_Parray_1200=pf.calculate_rho_for_P_T(P_kbar=P_kbar_linspace, \n",
"T_K=1200, EOS='SP94')\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "48ef8a55-d2bd-432b-9f83-ccfcd5bba3c5",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0, 0.5, 'Density SW96-SP94 (g/cm3)')"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(12,5), sharex=True)\n",
"\n",
"ax1.plot(P_kbar_linspace, SW96_Parray_1400, '-r', label='SW96 1400K')\n",
"ax1.plot(P_kbar_linspace, SP94_Parray_1400, ':r', label='SP94 1400K')\n",
"\n",
"\n",
"ax1.plot(P_kbar_linspace, SW96_Parray_1200, '-k', label='SW96 1200K')\n",
"ax1.plot(P_kbar_linspace, SP94_Parray_1200, ':', color='k', label='SP94 1200K')\n",
"ax1.legend()\n",
"\n",
"ax2.plot(P_kbar_linspace, SW96_Parray_1400-SP94_Parray_1400, '--r', label='1400 K')\n",
"ax2.plot(P_kbar_linspace, SW96_Parray_1200-SP94_Parray_1200, '--k', label='1200 K')\n",
"ax2.legend()\n",
"\n",
"\n",
"ax1.set_xlabel('Pressure (kbar)')\n",
"ax1.set_ylabel('Density (g/cm3)')\n",
"\n",
"ax2.set_xlabel('Pressure (kbar)')\n",
"ax2.set_ylabel('Density SW96-SP94 (g/cm3)')"
]
},
{
"cell_type": "markdown",
"id": "f17409dd",
"metadata": {},
"source": [
"- We can also use this to compare EOS in another way"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "63055519",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, (( ax3, ax4)) = plt.subplots(1, 2, figsize=(12,5))\n",
"ax5 = fig.add_axes([0.05, 0.95, 0.9, 0.05])\n",
"\n",
"\n",
"\n",
"#ax1.plot(T_C, P_kbar, '-r')\n",
"import matplotlib.cm as cm\n",
"for i in range(0, len(rho_lin)):\n",
" color=cm.plasma(i/len(rho_lin))\n",
" if i==0:\n",
" ax3.plot(T_C, Pressure_SW96[i, :], '-', \n",
" color=color,label='SW96')\n",
" ax3.plot(T_C, Pressure_SP94[i, :], '-.', \n",
" color=color, alpha=0.5, label='SP94')\n",
"\n",
" \n",
" ax3.plot(T_C, Pressure_SW96[i, :], '-', \n",
" color=color)\n",
" ax3.plot(T_C, Pressure_SP94[i, :], '-.', \n",
" color=color, alpha=0.5)\n",
" \n",
" ax4.plot(T_C, 100*(Pressure_SP94[i, :]-Pressure_SW96[i, :])/(0.5*(Pressure_SP94[i, :]+Pressure_SW96[i, :])), label=str(np.round(rho_lin[i], 1)) + ' g/cm$^3$',color=color)\n",
" ax5.plot(0*T_C, 0*100*(Pressure_SP94[i, :]-Pressure_SW96[i, :])/(0.5*(Pressure_SP94[i, :]+Pressure_SW96[i, :])), label=str(np.round(rho_lin[i], 1)) + ' g/cm$^3$', color=color)\n",
" \n",
"legend = ax5.legend(loc='center', ncol=6, frameon=False, fontsize=12)\n",
"ax5.axis('off')\n",
"ax4.plot([33, 2000], [0, 0], '-k')\n",
"\n",
"\n",
"\n",
"ax3.legend(loc='upper center')\n",
"\n",
"ax3.set_ylabel('Pressure (kbar)')\n",
"ax4.set_ylabel('% offset (SP94-SW96)')\n",
"#legend = ax1.legend(loc='upper left', ncol=2, frameon=True, fontsize=9)\n",
"ax4.set_xlim([33, 2000])\n",
"ax3.set_xlim([33, 2000])\n",
"ax2.set_ylim([0, 16])\n",
"\n",
"ax3.set_xlabel('T (°C)')\n",
"\n",
"ax4.set_xlabel('T (°C)')\n",
"\n",
"\n",
"ax3.grid(color = 'k', linestyle = '-', linewidth = 1, alpha = 0.1)\n",
"\n",
"ax2.yaxis.set_tick_params(which='both', labelbottom=True)\n",
"ax3.yaxis.set_tick_params(which='both', labelbottom=True)\n",
"\n",
"\n",
"\n",
"ax1.set_title('Sterner and Pitzer (1994)')\n",
"ax2.set_title('Span and Wanger (1996)')\n",
"\n",
"plt.subplots_adjust(top=0.89, bottom=0.1, left=0.1, right=0.9, hspace=0.4, wspace=0.2)\n",
"ax3.annotate(\"a)\", xy=(0.02, 0.95), xycoords=\"axes fraction\", fontsize=14)\n",
"ax4.annotate(\"b)\", xy=(0.02, 0.95), xycoords=\"axes fraction\", fontsize=14)\n",
" \n",
" \n",
"fig.savefig('EOS_diffs.png', dpi=200, bbox_inches='tight')"
]
},
{
"cell_type": "markdown",
"id": "5934d4e8-0828-4fa4-8b7c-90bf86bbf08e",
"metadata": {},
"source": [
"## Calc 3 - Calculating temperature for a known density and pressure\n",
"- This function behaves the same as the previous 2 discussed, here we show a single calculation, it could also be applied to a spreadsheet"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "f2d71da2-3ee9-4732-9c4a-1f8284fc9a84",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0 1403.252835\n",
"dtype: float64"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"SW96_T=pf.calculate_T_for_rho_P(CO2_dens_gcm3=0.3, P_kbar=1, \n",
" EOS='SW96')\n",
"SW96_T"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "8eab813f-d490-4cdc-8fde-e3dd656b260d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0 1389.233164\n",
"dtype: float64"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"SP94_T=pf.calculate_T_for_rho_P(CO2_dens_gcm3=0.3, P_kbar=1, \n",
" EOS='SP94')\n",
"SP94_T"
]
},
{
"cell_type": "markdown",
"id": "087ac346-485e-4e53-9824-a5ba5330d2c0",
"metadata": {},
"source": [
"## Calc 4: Calculating densities in 2 phase bubbles at room temp\n",
"- We have parameterized the L-V curve using the Span and Wanger (1996) EOS. \n",
"- This means you can enter a temperature, and find out what the density of the CO2 gas and liquid would be for an inclusion following the L-V curve on the phase diagram\n",
" - This can be very useful, because if you are conducting Raman analyses at room temperature for bubbles with densities higher than the critical density, you will only analyse the interior gas (with complex interactions with the liquid phase, see DeVitre et al. 2023, Volcanica).\n",
" \n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "353f74c6-dcfe-4252-8ae8-48602189ec7b",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Bulk_gcm3 \n",
" Liq_gcm3 \n",
" Gas_gcm3 \n",
" T_h_C \n",
" homog_to \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" NaN \n",
" 0.793752 \n",
" 0.179577 \n",
" 18 \n",
" None \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Bulk_gcm3 Liq_gcm3 Gas_gcm3 T_h_C homog_to\n",
"0 NaN 0.793752 0.179577 18 None"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# At 18C, this tells us the coexisting liquid is 0.79 g/cm3, and gas is 0.179 g/cm3\n",
"df_18_SW96=pf.calculate_CO2_density_homog_T(T_h_C=18, EOS='SW96')\n",
"df_18_SW96"
]
},
{
"cell_type": "code",
"execution_count": 20,
"id": "fedbc65c-ecdd-4827-bb1f-3221c69bccb2",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Bulk_gcm3 \n",
" Liq_gcm3 \n",
" Gas_gcm3 \n",
" T_h_C \n",
" homog_to \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" NaN \n",
" 0.750772 \n",
" 0.211079 \n",
" 22 \n",
" None \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Bulk_gcm3 Liq_gcm3 Gas_gcm3 T_h_C homog_to\n",
"0 NaN 0.750772 0.211079 22 None"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Lets do the same calc but at 22C\n",
"df_22_SW96=pf.calculate_CO2_density_homog_T(T_h_C=22, EOS='SW96')\n",
"df_22_SW96"
]
},
{
"cell_type": "code",
"execution_count": 21,
"id": "b031f229-f4e9-4a65-8aff-98872fe054ee",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Bulk_gcm3 \n",
" Liq_gcm3 \n",
" Gas_gcm3 \n",
" T_h_C \n",
" homog_to \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" NaN \n",
" 0.773392 \n",
" 0.194204 \n",
" 20 \n",
" None \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Bulk_gcm3 Liq_gcm3 Gas_gcm3 T_h_C homog_to\n",
"0 NaN 0.773392 0.194204 20 None"
]
},
"execution_count": 21,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# And at 20C\n",
"df_20_SW96=pf.calculate_CO2_density_homog_T(T_h_C=20, EOS='SW96')\n",
"df_20_SW96"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "ef1ca48e-4c96-4f56-bb67-7301d458c8ab",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Bulk_gcm3 \n",
" Liq_gcm3 \n",
" Gas_gcm3 \n",
" T_h_C \n",
" homog_to \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" NaN \n",
" 0.803262 \n",
" 0.172932 \n",
" 17.000000 \n",
" None \n",
" \n",
" \n",
" 1 \n",
" NaN \n",
" 0.801161 \n",
" 0.174389 \n",
" 17.224490 \n",
" None \n",
" \n",
" \n",
" 2 \n",
" NaN \n",
" 0.799041 \n",
" 0.175866 \n",
" 17.448980 \n",
" None \n",
" \n",
" \n",
" 3 \n",
" NaN \n",
" 0.796902 \n",
" 0.177363 \n",
" 17.673469 \n",
" None \n",
" \n",
" \n",
" 4 \n",
" NaN \n",
" 0.794741 \n",
" 0.178881 \n",
" 17.897959 \n",
" None \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Bulk_gcm3 Liq_gcm3 Gas_gcm3 T_h_C homog_to\n",
"0 NaN 0.803262 0.172932 17.000000 None\n",
"1 NaN 0.801161 0.174389 17.224490 None\n",
"2 NaN 0.799041 0.175866 17.448980 None\n",
"3 NaN 0.796902 0.177363 17.673469 None\n",
"4 NaN 0.794741 0.178881 17.897959 None"
]
},
"execution_count": 22,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
" # Lets consider 'room Temps' between 18 and 23C using Span and Wagner 1996\n",
"Temps=np.linspace(17, 28)\n",
"df_roomT_SW96=pf.calculate_CO2_density_homog_T(T_h_C=Temps, EOS='SW96')\n",
"df_roomT_SW96.head()"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "4ca1cde8-0558-4d50-b974-73d294995c03",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0, 0.5, 'Gas density (g/cm3)')"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10,5))\n",
"ax1.plot(Temps, df_roomT_SW96['Liq_gcm3'], '-r', label='SW96')\n",
"ax2.plot(Temps, df_roomT_SW96['Gas_gcm3'], '-b', label='SW96')\n",
"\n",
"ax1.set_xlabel('Temp (C)')\n",
"ax1.set_ylabel('Liq density (g/cm3)')\n",
"ax2.set_xlabel('Temp (C)')\n",
"ax2.set_ylabel('Gas density (g/cm3)')"
]
},
{
"cell_type": "markdown",
"id": "b8ff52b8-d12a-41c5-b9fa-2089f322641a",
"metadata": {},
"source": [
"## Calc 5 - Calculating homogenization temperatures from microthermometry\n",
"- Microthermometry works by cooling CO2- rich fluid inclusions down, and then heating up until the liquid and gas homogenizes to a single phase. This gives you the density of CO2. You can then calculate the pressure by extrapolating \n",
"- Again, we use the Span and Wagner (1996) EOS. We note that some existing spreadsheets use the L-V curve from Span and Wanger, but extrapolate using Sterner and Pitzer (1994). We do not wish to mix and match EOS, so use SW96 for the L-V curve and extrapolating along the isochore"
]
},
{
"cell_type": "markdown",
"id": "7c49683d-83ed-4bd0-a75b-9f03031aa9d6",
"metadata": {},
"source": [
"- Lets perform calcs for one FI, e.g. while we are on the microscope and are very excited to get the density!\n",
"- Say we see the homogenization at -18C, and it homogenizes to a liquid, we know the density is 1.022 g/cm3"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "50caefe0-3b80-403b-85c8-c28c1fd3334b",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Bulk_gcm3 \n",
" Liq_gcm3 \n",
" Gas_gcm3 \n",
" T_h_C \n",
" homog_to \n",
" Sample_ID \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 1.022329 \n",
" 1.022329 \n",
" 0.055156 \n",
" -18 \n",
" L \n",
" FI2 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Bulk_gcm3 Liq_gcm3 Gas_gcm3 T_h_C homog_to Sample_ID\n",
"0 1.022329 1.022329 0.055156 -18 L FI2"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Density1=pf.calculate_CO2_density_homog_T(T_h_C=-18, Sample_ID='FI2',\n",
" homog_to='L', EOS='SW96')\n",
"Density1"
]
},
{
"cell_type": "markdown",
"id": "a26508b4-177f-4cda-b251-065adb54d80f",
"metadata": {},
"source": [
"### Lets load an entire day of microthermometry results, and calculate density for all at once"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "52f4b019-9217-42c8-8b03-0a84f50a30f7",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Bulk_gcm3 \n",
" Liq_gcm3 \n",
" Gas_gcm3 \n",
" T_h_C \n",
" homog_to \n",
" Sample_ID \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 0.593263 \n",
" 0.593263 \n",
" 0.345003 \n",
" 30 \n",
" L \n",
" FI1 \n",
" \n",
" \n",
" 1 \n",
" 0.710471 \n",
" 0.710471 \n",
" 0.242710 \n",
" 25 \n",
" L \n",
" FI2 \n",
" \n",
" \n",
" 2 \n",
" 0.773392 \n",
" 0.773392 \n",
" 0.194204 \n",
" 20 \n",
" L \n",
" FI3 \n",
" \n",
" \n",
" 3 \n",
" 0.160735 \n",
" 0.821187 \n",
" 0.160735 \n",
" 15 \n",
" V \n",
" FI4 \n",
" \n",
" \n",
" 4 \n",
" 0.861096 \n",
" 0.861096 \n",
" 0.135157 \n",
" 10 \n",
" L \n",
" FI5 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Bulk_gcm3 Liq_gcm3 Gas_gcm3 T_h_C homog_to Sample_ID\n",
"0 0.593263 0.593263 0.345003 30 L FI1\n",
"1 0.710471 0.710471 0.242710 25 L FI2\n",
"2 0.773392 0.773392 0.194204 20 L FI3\n",
"3 0.160735 0.821187 0.160735 15 V FI4\n",
"4 0.861096 0.861096 0.135157 10 L FI5"
]
},
"execution_count": 25,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# Get from here: https://github.com/PennyWieser/DiadFit/blob/main/docs/Examples/EOS_calculations/Batch_processing_TC.xlsx\n",
"homog_t=pd.read_excel('Batch_processing_TC.xlsx')\n",
"homog_t.head()\n",
"\n",
"Whole_day_dens=pf.calculate_CO2_density_homog_T(T_h_C=homog_t['T_c_Homog'],\n",
" Sample_ID=homog_t['Sample'], homog_to=homog_t['homog_to'], EOS='SW96')\n",
"Whole_day_dens.head()"
]
},
{
"cell_type": "markdown",
"id": "575f0788-a901-4dad-afb5-fdc08eb14863",
"metadata": {},
"source": [
"### Propagating errors in microthermometry\n",
"- Lets say we measure a homogenization temp of -30 C, but there is a 0.3 C error on our stage temp, or we werent exactly sure when the bubble disapeared\n",
"- N dup says how many monte carlo simulations we are going to do. Lets say 1000. "
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "8a6ded8e-6335-4a18-ac15-dbdc2be601d8",
"metadata": {},
"outputs": [],
"source": [
"# First calculate density\n",
"Av_outputs_SW96, All_outputs_SW96=pf.propagate_microthermometry_uncertainty(T_h_C=-30, \n",
"Sample_ID='test', error_T_h_C=0.3, N_dup=1000,\n",
"EOS='SW96', homog_to='L',\n",
"error_dist_T_h_C='normal', error_type_T_h_C='Abs')"
]
},
{
"cell_type": "markdown",
"id": "078ff7df-a148-49f6-ba83-ab4548ef37b0",
"metadata": {},
"source": [
"### Lets inspect the outputs"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "47bea174-5a7e-46c9-94fc-fcfac62a57ab",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Sample_ID \n",
" Density_Gas_noMC \n",
" Density_Liq_noMC \n",
" Mean_density_Gas_gcm3 \n",
" Std_density_Gas_gcm3 \n",
" Std_density_Gas_gcm3_from_percentiles \n",
" Std_density_Liq_gcm3_from_percentiles \n",
" Mean_density_Liq_gcm3 \n",
" Std_density_Liq_gcm3 \n",
" Input_temp \n",
" error_T_h_C \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" test \n",
" 0.0371 \n",
" 1.075785 \n",
" 0.037109 \n",
" 0.000371 \n",
" 0.000364 \n",
" 0.001219 \n",
" 1.075759 \n",
" 0.001241 \n",
" -30 \n",
" 0.3 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Sample_ID Density_Gas_noMC Density_Liq_noMC Mean_density_Gas_gcm3 \\\n",
"0 test 0.0371 1.075785 0.037109 \n",
"\n",
" Std_density_Gas_gcm3 Std_density_Gas_gcm3_from_percentiles \\\n",
"0 0.000371 0.000364 \n",
"\n",
" Std_density_Liq_gcm3_from_percentiles Mean_density_Liq_gcm3 \\\n",
"0 0.001219 1.075759 \n",
"\n",
" Std_density_Liq_gcm3 Input_temp error_T_h_C \n",
"0 0.001241 -30 0.3 "
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# This is the average for all 1000 simulations\n",
"Av_outputs_SW96.head()"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "ae9ba655-0601-4127-9ef1-cf88d48fffc0",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" Bulk_gcm3 \n",
" Liq_gcm3 \n",
" Gas_gcm3 \n",
" T_h_C \n",
" homog_to \n",
" Sample_ID \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 1.075155 \n",
" 1.075155 \n",
" 0.037289 \n",
" -29.850986 \n",
" L \n",
" test \n",
" \n",
" \n",
" 1 \n",
" 1.075960 \n",
" 1.075960 \n",
" 0.037048 \n",
" -30.041479 \n",
" L \n",
" test \n",
" \n",
" \n",
" 2 \n",
" 1.074963 \n",
" 1.074963 \n",
" 0.037346 \n",
" -29.805693 \n",
" L \n",
" test \n",
" \n",
" \n",
" 3 \n",
" 1.073850 \n",
" 1.073850 \n",
" 0.037681 \n",
" -29.543091 \n",
" L \n",
" test \n",
" \n",
" \n",
" 4 \n",
" 1.076082 \n",
" 1.076082 \n",
" 0.037012 \n",
" -30.070246 \n",
" L \n",
" test \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" Bulk_gcm3 Liq_gcm3 Gas_gcm3 T_h_C homog_to Sample_ID\n",
"0 1.075155 1.075155 0.037289 -29.850986 L test\n",
"1 1.075960 1.075960 0.037048 -30.041479 L test\n",
"2 1.074963 1.074963 0.037346 -29.805693 L test\n",
"3 1.073850 1.073850 0.037681 -29.543091 L test\n",
"4 1.076082 1.076082 0.037012 -30.070246 L test"
]
},
"execution_count": 29,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# This gives you the result of each simulation!\n",
"All_outputs_SW96.head()"
]
},
{
"cell_type": "markdown",
"id": "ededf387-dd1a-4fc6-aabc-bb3cc506706b",
"metadata": {},
"source": [
"### Lets plot up these outputs"
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "2a476030-836c-4db8-86f2-54dc7cc58487",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 0, 'gas (g/cm3)')"
]
},
"execution_count": 30,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, (ax0, ax1, ax2) = plt.subplots(1, 3, figsize=(14,5))\n",
"ax0.hist(All_outputs_SW96['T_h_C'], ec='k');\n",
"ax1.hist(All_outputs_SW96['Liq_gcm3'], ec='k');\n",
"ax2.hist(All_outputs_SW96['Gas_gcm3'], ec='k');\n",
"ax0.set_xlabel('Input T_C')\n",
"ax1.set_xlabel('Liq (g/cm3)')\n",
"ax2.set_xlabel('gas (g/cm3)')"
]
}
],
"metadata": {
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