From 9f312ec0a47d144e9c40932af65cc35cbacb6caa Mon Sep 17 00:00:00 2001 From: Tyler Kukla Date: Tue, 14 Apr 2026 10:09:33 -0700 Subject: [PATCH] add lithos analysis notebooks --- lithos-issuance/README.md | 5 + lithos-issuance/export-fluxes.ipynb | 425 ++++++++++ lithos-issuance/surface-area.ipynb | 1212 +++++++++++++++++++++++++++ 3 files changed, 1642 insertions(+) create mode 100644 lithos-issuance/README.md create mode 100644 lithos-issuance/export-fluxes.ipynb create mode 100644 lithos-issuance/surface-area.ipynb diff --git a/lithos-issuance/README.md b/lithos-issuance/README.md new file mode 100644 index 0000000..43edd9f --- /dev/null +++ b/lithos-issuance/README.md @@ -0,0 +1,5 @@ +# Analysis for blog: Questions about Lithos's first ERW credit issuance +These notebooks reproduce the back-of-envelope analysis done to gut-check Lithos's claim of 8.3 tonnes/ha/yr of gross CDR. + +- `surface-area.ipynb` analyzes how much surface area is required to reach the inferred dissolution fraction given a range of dissolution rates. +- `export-fluxes.ipynb` analyzes the DIC and ALK export required to achieve 8.3 tonnes/ha/yr gros CDR. \ No newline at end of file diff --git a/lithos-issuance/export-fluxes.ipynb b/lithos-issuance/export-fluxes.ipynb new file mode 100644 index 0000000..becf2ba --- /dev/null +++ b/lithos-issuance/export-fluxes.ipynb @@ -0,0 +1,425 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "b9d0a989-b9df-4b15-ac22-d2179f76f145", + "metadata": {}, + "source": [ + "# Analysis of the F = Cq for CDR claims\n", + "Below assumes that you can equate a CDR claim in tCO2e/ha/yr to carbon flux, F, equal to C*q, where q is average water infiltration. Accordingly, you can then bracket what concentrations of DIC or HCO3- alkalinity would be required. " + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "733f8700-4f8f-4430-8bde-37528c59566b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5.976235332290535e-07" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# -------------------------\n", + "claim_tCO2_ha_yr = 8.3 # tonnes CO2 per hectare in ~1 year (treated as CO2 for conversion to aqueous C) (derived from validation and verification report: https://puro.earth/documents/content/GmA-e4rASteUvTUJP7GC7Qo2982?download=0; this is a lower-bound -- assuming rock was spread June 21, 2024 and reporting ended June 2, 2025, would give us 8.8 t/ha/yr)\n", + "q_mm_yr_grid = np.linspace(50, 1000, 50) # typical infiltration / recharge bracket (mm/yr)\n", + "q_mm_yr_points = np.array([200, 300, 500, 1000]) # for table\n", + "\n", + "# carbonate speciation: choose pH values to show implied TA from a DIC requirement\n", + "pH_list = [6.0, 7.0, 8.0]\n", + "\n", + "# constants\n", + "M_CO2 = 44.0095 # g/mol\n", + "sec_per_yr = 365.25 * 24 * 3600\n", + "m2_per_ha = 1e4\n", + "\n", + "# helper conversions\n", + "def tCO2_ha_yr_to_molC_m2_s(tCO2_ha_yr):\n", + " \"\"\"\n", + " Convert t CO2 / ha / yr -> mol C / m^2 / s\n", + " \"\"\"\n", + " gCO2_per_ha_yr = tCO2_ha_yr * 1e6\n", + " molCO2_per_ha_yr = gCO2_per_ha_yr / M_CO2\n", + " molC_per_m2_s = molCO2_per_ha_yr / m2_per_ha / sec_per_yr \n", + " return molC_per_m2_s\n", + "\n", + "def mm_yr_to_m_s(mm_yr):\n", + " return (mm_yr / 1000.0) / sec_per_yr\n", + "\n", + "F_claim = tCO2_ha_yr_to_molC_m2_s(claim_tCO2_ha_yr)\n", + "F_claim" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "94f1b0df-d0f0-47d4-a74f-0edf5f41a34b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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q (mm/yr)C_required (mM DIC equiv)
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" + ], + "text/plain": [ + " q (mm/yr) C_required (mM DIC equiv)\n", + "0 200 94.297822\n", + "1 300 62.865215\n", + "2 500 37.719129\n", + "3 1000 18.859564" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# compute required concentration C (mol/m^3) for each q\n", + "q_m_s = mm_yr_to_m_s(q_mm_yr_grid)\n", + "C_req_mol_m3 = F_claim / q_m_s # F = Cq -> C = F/q\n", + "\n", + "# convert to mM (mmol/L): 1 mol/m^3 = 1 mmol/L = 1 mM\n", + "C_req_mM = C_req_mol_m3 # numerically identical\n", + "\n", + "# quick reference table at selected q\n", + "q_m_s_pts = mm_yr_to_m_s(q_mm_yr_points)\n", + "C_req_pts_mM = F_claim / q_m_s_pts\n", + "\n", + "tbl = pd.DataFrame({\n", + " \"q (mm/yr)\": q_mm_yr_points,\n", + " \"C_required (mM DIC equiv)\": C_req_pts_mM\n", + "})\n", + "tbl" + ] + }, + { + "cell_type": "markdown", + "id": "90681bf7-9300-4b16-9e34-18cf6396d152", + "metadata": {}, + "source": [ + "These implied DIC numbers are not realistic for natural systems. Hamilton et al. (2007) for waters draining ag-limed fields in the mid-west report an approximate maximum of ~6 mM ($\\text{HCO}_3^-$). DIC values ~>20 mM only occur in $\\text{CO}_2$-saturated environments typical of Geological Carbon Storage (GCS) (Kharaka and Hanor, 2004). For example, the max $\\text{HCO}_3^-$ observed at the Frio GCS experiment was 50 mM. " + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "659d698f-34cb-42ff-acfe-61c1a330fae5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "pH 6.0: TA @ q=[ 200 300 500 1000] mm/yr = [29.12 19.41 11.65 5.82] mM eq\n", + "pH 7.0: TA @ q=[ 200 300 500 1000] mm/yr = [77.09 51.39 30.84 15.42] mM eq\n", + "pH 8.0: TA @ q=[ 200 300 500 1000] mm/yr = [92.67 61.78 37.07 18.54] mM eq\n" + ] + } + ], + "source": [ + "# Back compute ALK at a given pH to see extent to which they could be reporting CO2(aq) as export\n", + "# simple carbonate speciation at 25 C (approx; ionic strength effects neglected)\n", + "K1 = 10**(-6.35)\n", + "K2 = 10**(-10.33)\n", + "Kw = 1e-14\n", + "\n", + "def alpha_fractions(H):\n", + " denom = H**2 + K1*H + K1*K2\n", + " a0 = H**2 / denom # CO2*\n", + " a1 = K1*H / denom # HCO3-\n", + " a2 = K1*K2 / denom # CO3--\n", + " return a0, a1, a2\n", + "\n", + "def TA_from_DIC_pH(DIC_mol_L, pH):\n", + " H = 10**(-pH)\n", + " OH = Kw / H\n", + " a0, a1, a2 = alpha_fractions(H)\n", + " HCO3 = a1 * DIC_mol_L\n", + " CO3 = a2 * DIC_mol_L\n", + " TA = HCO3 + 2*CO3 + OH - H # eq/L (since HCO3 is 1 eq/mol, CO3 is 2 eq/mol)\n", + " return TA\n", + "\n", + "# compute TA (mM eq) implied by required DIC (mM) for several pH\n", + "DIC_req_mol_L = (C_req_mM / 1000.0) # mM -> mol/L\n", + "TA_curves_mM = {}\n", + "for pH in pH_list:\n", + " TA_curves_mM[pH] = 1000.0 * TA_from_DIC_pH(DIC_req_mol_L, pH) # mol/L -> mM eq\n", + "\n", + "for pH in pH_list:\n", + " DIC_mol_L_pts = (C_req_pts_mM/1000.0)\n", + " TA_pts_mM = 1000.0 * TA_from_DIC_pH(DIC_mol_L_pts, pH)\n", + " print(f\"pH {pH:.1f}: TA @ q={q_mm_yr_points} mm/yr = {np.round(TA_pts_mM, 2)} mM eq\")" + ] + }, + { + "cell_type": "markdown", + "id": "6511599f", + "metadata": {}, + "source": [ + "#### Plot: DIC concentrations (C) versus infiltration (q) required to achieve gross removal flux (F)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "9131ddde", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import cmocean as cmo\n", + "# -----------------------------------\n", + "# [ aesthetics ]\n", + "# fonts\n", + "fs_lab = 25\n", + "fs_tick = 20\n", + "fs_leg = 20\n", + "# lines\n", + "ls = 7\n", + "# -----------------------------------\n", + "\n", + "norm = plt.Normalize(min(pH_list), max(pH_list))\n", + "cmap = cmo.cm.tempo_r\n", + "cmap_start = 0.1 # fraction along the colormap for lowest pH\n", + "cmap_end = 0.85 # fraction along the colormap for highest pH\n", + "def scaled_cmap(pH):\n", + " return cmap(cmap_start + (cmap_end - cmap_start) * norm(pH))\n", + "\n", + "plt.figure(figsize=(10,8))\n", + "plt.plot(\n", + " q_mm_yr_grid,\n", + " DIC_req_mol_L * 1e3, # convert mol/L to mM for plotting\n", + " lw=ls,\n", + " color='darkblue',\n", + ")\n", + "\n", + "# plausible envelope bands (edit as desired)\n", + "# plt.fill_between(q_mm_yr_grid, 1, 6, alpha=0.2, label=\"'plausible' TA: 1–6 mM eq (Hamilton et al. 2007)\" )\n", + "plt.fill_between(q_mm_yr_grid, 1, 6, alpha=0.2) # Hamilton et al. 2007 plausible DIC mM range\n", + "plt.fill_between(q_mm_yr_grid, 10, 30, alpha=0.2) # Kharaka and Hanor, 2004 GCS DIC mM range\n", + "\n", + "plt.yscale(\"log\")\n", + "plt.xlabel(\"Infiltration (mm/yr)\", fontsize=fs_lab)\n", + "plt.ylabel(\"DIC (mM)\", fontsize=fs_lab)\n", + "plt.tick_params(labelsize=fs_tick)\n", + "plt.title(r\"DIC concentrations and infiltration to achieve $F$\", fontsize=fs_lab)\n", + "# plt.legend(frameon=False, ncol=2, fontsize=fs_leg)\n", + "plt.xlim(50,500)\n", + "plt.ylim(0.9e0, 1e3)\n", + "plt.grid(False)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "31e19121", + "metadata": {}, + "source": [ + "#### Plot: ALK concentrations (C) versus infiltration (q) required to achieve gross removal flux (F) at different pH levels" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "f189be36", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# -----------------------------------\n", + "# [ aesthetics ]\n", + "# fonts\n", + "fs_lab = 25\n", + "fs_tick = 20\n", + "fs_leg = 20\n", + "# lines\n", + "ls = 7\n", + "# -----------------------------------\n", + "\n", + "norm = plt.Normalize(min(pH_list), max(pH_list))\n", + "cmap = cmo.cm.tempo_r\n", + "cmap_start = 0.1 # fraction along the colormap for lowest pH\n", + "cmap_end = 0.85 # fraction along the colormap for highest pH\n", + "def scaled_cmap(pH):\n", + " return cmap(cmap_start + (cmap_end - cmap_start) * norm(pH))\n", + "\n", + "plt.figure(figsize=(10,8))\n", + "for pH in pH_list:\n", + " plt.plot(\n", + " q_mm_yr_grid,\n", + " TA_curves_mM[pH],\n", + " lw=ls,\n", + " label=f\"pH={pH:.1f}\",\n", + " color=scaled_cmap(pH),\n", + " )\n", + "\n", + "# plausible envelope bands (edit as desired)\n", + "# plt.fill_between(q_mm_yr_grid, 1, 6, alpha=0.2, label=\"'plausible' TA: 1–6 mM eq (Hamilton et al. 2007)\" )\n", + "plt.fill_between(q_mm_yr_grid, 1, 6, alpha=0.2)\n", + "plt.fill_between(q_mm_yr_grid, 10, 30, alpha=0.2)\n", + "\n", + "plt.yscale(\"log\")\n", + "plt.xlabel(\"Infiltration (mm/yr)\", fontsize=fs_lab)\n", + "plt.ylabel(\"Total Alkalinity (mM eq)\", fontsize=fs_lab)\n", + "plt.tick_params(labelsize=fs_tick)\n", + "# plt.title(\"Alkalinity export \")\n", + "plt.legend(frameon=False, ncol=2, fontsize=fs_leg)\n", + "plt.xlim(50,500)\n", + "plt.ylim(0.9e0, 1e3)\n", + "plt.grid(False)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "463d9561", + "metadata": {}, + "source": [ + "#### Quick visualization: relationship between q and F for various C" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "6b12cc02-efc0-42ba-abd5-5c9206de2e75", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot B: Flux_C vs q for a few assumed concentrations (visualizing 'slope = C')\n", + "plt.figure(figsize=(6,4))\n", + "q_plot = np.linspace(0, 2500, 200)\n", + "q_m_s_plot = mm_yr_to_m_s(q_plot)\n", + "\n", + "# pick illustrative C values (mM)\n", + "# Change these to alter the slopes of the limes and intersect with 8\n", + "C_list = [1, 2, 3, 4, 5, 6, 7, 8, 9 , 10] # mM\n", + "for C in C_list:\n", + " F = q_m_s_plot * C # (m/s)*(mol/m^3) = mol/m^2/s; using numeric identity mM=mol/m^3\n", + " # convert back to tCO2/ha/yr\n", + " molC_ha_yr = F * m2_per_ha * sec_per_yr\n", + " tCO2_ha_yr = molC_ha_yr * M_CO2 / 1e6\n", + " plt.plot(q_plot, tCO2_ha_yr, lw=1.8, label=f\"{C} mM\")\n", + "\n", + "plt.axhline(claim_tCO2_ha_yr, ls=\"--\", lw=1.5) # claimed gross CDR\n", + "plt.xlabel(\"q (mm/yr)\")\n", + "plt.ylabel(\"tCO₂ ha⁻¹ yr⁻¹ implied by F=qC\")\n", + "plt.title(\"Slope logic: higher q reduces required concentration\")\n", + "plt.legend(frameon=False, ncol=2)\n", + "plt.grid(False)\n", + "plt.tight_layout()\n", + "plt.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "ew-workflows", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/lithos-issuance/surface-area.ipynb b/lithos-issuance/surface-area.ipynb new file mode 100644 index 0000000..f887184 --- /dev/null +++ b/lithos-issuance/surface-area.ipynb @@ -0,0 +1,1212 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "d3ed5c4f", + "metadata": {}, + "source": [ + "# Surface area + roughness factor calculations\n", + "This notebook includes back of the envelope calculations to determine the roughness factor that would be needed to achieve a gross CDR flux of 8.3 tCO2e/ha/yr.\n", + "\n", + "This rough analysis is conservative (lower-bound) in three ways:\n", + "1. It assumes no change in soil water chemistry with progressive dissolution (i.e., no increase in pH or saturation)\n", + "2. It assumes a constant rock surface area, which must be a bad assumption because ~63% of the rock mass must have weathered congruently to hit the claimed CDR (assuming 0.3 tCDR/tRock).\n", + "3. It assumes congruent weathering with 100% CDR efficiency" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "25d4a58b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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<xarray.Dataset> Size: 486kB\n",
+       "Dimensions:                  (rate: 100, diameter_um: 100)\n",
+       "Coordinates:\n",
+       "  * rate                     (rate) float64 800B 1e-09 9.112e-10 ... 1e-13\n",
+       "    log_diss_rate            (rate) float64 800B -9.0 -9.04 ... -12.96 -13.0\n",
+       "  * diameter_um              (diameter_um) float64 800B 10.0 19.9 ... 990.0\n",
+       "Data variables:\n",
+       "    geometric_surface_area   (rate, diameter_um) float64 80kB 8.68e+06 ... 8....\n",
+       "    moles_dissolved_geom     (rate, diameter_um) float64 80kB 2.739e+05 ... 0...\n",
+       "    basalt_dissolved_geom_t  (rate, diameter_um) float64 80kB 34.24 ... 3.459...\n",
+       "    cdr_expected_t_per_ha    (rate, diameter_um) float64 80kB 10.27 ... 1.038...\n",
+       "    roughness_factor         (rate, diameter_um) float64 80kB 0.808 ... 7.999...\n",
+       "    grain_volume_m3          (diameter_um) float64 800B 5.236e-16 ... 5.08e-10\n",
+       "    grain_mass               (diameter_um) float64 800B 1.571e-09 ... 0.001524\n",
+       "    grain_geom_sa            (diameter_um) float64 800B 3.142e-10 ... 3.079e-06\n",
+       "    geometric_ssa            (diameter_um) float64 800B 0.2 0.1005 ... 0.00202\n",
+       "    ssa                      (diameter_um, rate) float64 80kB 0.1616 ... 1.61...\n",
+       "Attributes:\n",
+       "    description:        Basalt weathering and CDR estimates over rate and eff...\n",
+       "    basalt_density:     kg m-3\n",
+       "    molar_mass_basalt:  kg mol-1
" + ], + "text/plain": [ + " Size: 486kB\n", + "Dimensions: (rate: 100, diameter_um: 100)\n", + "Coordinates:\n", + " * rate (rate) float64 800B 1e-09 9.112e-10 ... 1e-13\n", + " log_diss_rate (rate) float64 800B -9.0 -9.04 ... -12.96 -13.0\n", + " * diameter_um (diameter_um) float64 800B 10.0 19.9 ... 990.0\n", + "Data variables:\n", + " geometric_surface_area (rate, diameter_um) float64 80kB 8.68e+06 ... 8....\n", + " moles_dissolved_geom (rate, diameter_um) float64 80kB 2.739e+05 ... 0...\n", + " basalt_dissolved_geom_t (rate, diameter_um) float64 80kB 34.24 ... 3.459...\n", + " cdr_expected_t_per_ha (rate, diameter_um) float64 80kB 10.27 ... 1.038...\n", + " roughness_factor (rate, diameter_um) float64 80kB 0.808 ... 7.999...\n", + " grain_volume_m3 (diameter_um) float64 800B 5.236e-16 ... 5.08e-10\n", + " grain_mass (diameter_um) float64 800B 1.571e-09 ... 0.001524\n", + " grain_geom_sa (diameter_um) float64 800B 3.142e-10 ... 3.079e-06\n", + " geometric_ssa (diameter_um) float64 800B 0.2 0.1005 ... 0.00202\n", + " ssa (diameter_um, rate) float64 80kB 0.1616 ... 1.61...\n", + "Attributes:\n", + " description: Basalt weathering and CDR estimates over rate and eff...\n", + " basalt_density: kg m-3\n", + " molar_mass_basalt: kg mol-1" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "from matplotlib.colors import LogNorm\n", + "import numpy as np\n", + "import xarray as xr \n", + "\n", + "# -----------------------------\n", + "# inputs \n", + "# \n", + "# field application\n", + "rock_applied_t_per_ha = 43.4 # tonnes basalt per hectare (derived from validation and verification report: https://puro.earth/documents/content/GmA-e4rASteUvTUJP7GC7Qo2982?download=0)\n", + "cdr_claim_t_per_ha = 8.3 # tonnes CO2 per hectare in ~1 year (derived from validation and verification report: https://puro.earth/documents/content/GmA-e4rASteUvTUJP7GC7Qo2982?download=0; this is a lower-bound -- assuming rock was spread June 21, 2024 and reporting ended June 2, 2025, would give us 8.8 t/ha/yr)\n", + "cdr_potential_t_per_t = 0.3 # tonnes CO2 per tonne basalt (e.g., Renforth, 2012 10.1016/j.ijggc.2012.06.011; Lewis et al. 2021 10.1016/j.apgeochem.2021.105023; Strefler et al. 2018 10.1088/1748-9326/aaa9c4; Holden et al. 2024 10.1016/j.scitotenv.2024.176568; Rinder and von Hagke, 2021 10.1016/j.jclepro.2021.128178;)\n", + "#\n", + "# grain properties\n", + "# (lithos claimed p90 is 990 um (project description, table 3.1, https://puro.earth/documents/content/FL9msA_5QsKmBgZH5SffHAo2984?download=0), so use that as an upper-bound)\n", + "grain_diameter_eff = np.linspace(10,990, 100) * 1e-6 # [m] lithos claimed p90 is 990 for WI/MI sites\n", + "basalt_density = 3000.0 # kg m^-3\n", + "\n", + "# basalt chemistry + diss\n", + "molar_mass_basalt = 0.125 # [kg/mol] Strefler et al. 2018 10.1088/1748-9326/aaa9c4\n", + "# pH-dependent dissolution rate\n", + "log_diss_rate = np.linspace(-9,-13, 100) # [mol m^-2 s^-1] range of dissolution rates to test (Strefler et al. 2018 10.1088/1748-9326/aaa9c4; Oelkers et al. 2018 10.1016/j.chemgeo.2018.10.008; Renforth et al. 2015 10.1016/j.apgeochem.2015.05.016; Pogge von Strandmann et al. 2022 10.3389/fclim.2022.827698)\n", + "rate = 10 ** log_diss_rate # [mol m^-2 s^-1]\n", + "\n", + "# time\n", + "seconds_per_year = 365.25 * 24 * 3600\n", + "\n", + "# ---------------------------------\n", + "# set up 2D coordinates\n", + "# \n", + "rate_2d, diam_2d = np.meshgrid(rate, grain_diameter_eff, indexing=\"ij\")\n", + "\n", + "# compute geometric surface area on 2D grid\n", + "surface_area_per_kg_2d = 6.0 / (basalt_density * diam_2d) # derived from equations for area and volume of sphere\n", + "geometric_surface_area_2d = rock_applied_t_per_ha * 1e3 * surface_area_per_kg_2d # [m2 ha-1] surface area (m2) per hectare of land (convert from t to kg)\n", + "\n", + "# ---------------------------------\n", + "# geom. SA expected dissolution\n", + "# \n", + "moles_dissolved_geom = (\n", + " geometric_surface_area_2d * rate_2d * seconds_per_year # [mol ha-1]\n", + ")\n", + "\n", + "basalt_dissolved_geom_kg = moles_dissolved_geom * molar_mass_basalt # [kg ha-1]\n", + "basalt_dissolved_geom_t = basalt_dissolved_geom_kg / 1e3 # [t ha-1]\n", + "\n", + "cdr_expected_t_per_ha = basalt_dissolved_geom_t * cdr_potential_t_per_t\n", + "\n", + "# ---------------------------------\n", + "# roughness factor for claimed diss\n", + "# \n", + "basalt_required_t = cdr_claim_t_per_ha / cdr_potential_t_per_t # [t ha-1] basalt required to dissolve to achieve claimed CDR\n", + "basalt_required_kg = basalt_required_t * 1e3 # [kg ha-1]\n", + "moles_required = basalt_required_kg / molar_mass_basalt # [mol ha-1] moles of basalt required to dissolve to achieve claimed CDR\n", + "\n", + "required_surface_area = (\n", + " moles_required / (rate_2d * seconds_per_year) # [m2 ha-1] surface area required to achieve claimed CDR given dissolution rate\n", + ")\n", + "\n", + "roughness_factor = required_surface_area / geometric_surface_area_2d # [] roughness factor required to achieve claimed CDR given geometric surface area and dissolution rate\n", + "\n", + "# ---------------------------------\n", + "# package into xarray Dataset\n", + "# ---------------------------------\n", + "ds = xr.Dataset(\n", + " data_vars=dict(\n", + " geometric_surface_area=(\n", + " (\"rate\", \"diameter_um\"),\n", + " geometric_surface_area_2d,\n", + " ),\n", + " moles_dissolved_geom=(\n", + " (\"rate\", \"diameter_um\"),\n", + " moles_dissolved_geom,\n", + " ),\n", + " basalt_dissolved_geom_t=(\n", + " (\"rate\", \"diameter_um\"),\n", + " basalt_dissolved_geom_t,\n", + " ),\n", + " cdr_expected_t_per_ha=(\n", + " (\"rate\", \"diameter_um\"),\n", + " cdr_expected_t_per_ha,\n", + " ),\n", + " roughness_factor=(\n", + " (\"rate\", \"diameter_um\"),\n", + " roughness_factor,\n", + " ),\n", + " ),\n", + " coords=dict(\n", + " rate=(\"rate\", rate),\n", + " log_diss_rate=(\"rate\", log_diss_rate),\n", + " diameter_um=(\"diameter_um\", grain_diameter_eff*1e6),\n", + " ),\n", + " attrs=dict(\n", + " description=\"Basalt weathering and CDR estimates over rate and effective grain diameter\",\n", + " basalt_density=\"kg m-3\",\n", + " molar_mass_basalt=\"kg mol-1\",\n", + " ),\n", + ")\n", + "# add SSA\n", + "ds['grain_volume_m3'] = (4/3) * np.pi * (ds['diameter_um']*1e-6 / 2)**3 # [m3]\n", + "ds['grain_mass'] = ds['grain_volume_m3'] * (basalt_density * 1e3) # [g] (convert density from kg to g)\n", + "ds['grain_geom_sa'] = 4 * np.pi * (ds['diameter_um']*1e-6 / 2)**2 # [m2] geometric surface area of a single grain\n", + "ds['geometric_ssa'] = ds['grain_geom_sa'] / ds['grain_mass'] # [m2/g]\n", + "ds['ssa'] = ds['geometric_ssa'] * ds['roughness_factor']\n", + "ds" + ] + }, + { + "cell_type": "markdown", + "id": "1cbe5f8c", + "metadata": {}, + "source": [ + "## Rate versus roughness factor\n", + "Plot the weathering rate (X) versus the roughness factor (Y) for a given set of grain diameters" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "9acf5c59", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# --- Wx rate vs roughness\n", + "# \n", + "# -------------------------------------\n", + "# [ aesthetics ]\n", + "# lines\n", + "diam_values = [50, 400, 990] # [microns]\n", + "lwd = 6\n", + "linecols = [\"#a8d850\", \"#1eb8a0\", \"#2a186c\"]\n", + "# fonts\n", + "fs_axlab = 25\n", + "fs_axtick = 20\n", + "fs_clab = 25\n", + "fs_leg = 25\n", + "# -------------------------------------\n", + "#\n", + "\n", + "plt.figure(figsize=(12,8))\n", + "for diam in diam_values:\n", + " tds = ds.sel(diameter_um=diam, method=\"nearest\")\n", + " plt.plot(\n", + " tds['log_diss_rate'], tds['roughness_factor'], label=f\"diameter = {diam:.0f} µm\", \n", + " linewidth=lwd, color=linecols[diam_values.index(diam)]\n", + " )\n", + "plt.yscale('log')\n", + "plt.ylim(1, 5e6)\n", + "plt.xlim(-13, -9)\n", + "plt.ylabel('Roughness factor (λ)', fontsize=fs_axlab)\n", + "plt.xlabel(r'Log dissolution rate (mol m$^{-2}$ s$^{-1}$)', fontsize=fs_axlab)\n", + "plt.xticks(fontsize=fs_axtick)\n", + "plt.yticks(fontsize=fs_axtick)\n", + "plt.legend(fontsize=fs_leg)\n", + "plt.title('Roughness factor required for claimed CDR', fontsize=fs_axlab)\n", + "plt.show()\n", + "plt.close()\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "4e6b09ee", + "metadata": {}, + "source": [ + "## Rate versus SSA\n", + "Plot the weathering rate (X) versus the roughness factor (Y) for a given set of grain diameters" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2c768268", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/2r/w7zcr7vx4p5cr7n4d0b51f4c0000gn/T/ipykernel_13786/2120865615.py:31: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", + " plt.legend(fontsize=fs_leg)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# --- Wx rate vs roughness\n", + "# \n", + "# -------------------------------------\n", + "# [ aesthetics ]\n", + "# lines\n", + "lwd = 6\n", + "linecols = [\"#a8d850\", \"#1eb8a0\", \"#2a186c\"]\n", + "# fonts\n", + "fs_axlab = 25\n", + "fs_axtick = 20\n", + "fs_clab = 25\n", + "fs_leg = 25\n", + "# -------------------------------------\n", + "#\n", + "# --- pick diam (doesn't matter which because SSA is constant with diameter)\n", + "diam = 50 # [microns]\n", + "\n", + "plt.figure(figsize=(12,8))\n", + "tds = ds.sel(diameter_um=diam, method=\"nearest\")\n", + "plt.plot(\n", + " tds['log_diss_rate'], tds['ssa'], \n", + " linewidth=lwd, color=linecols[2],\n", + ")\n", + "plt.yscale('log')\n", + "plt.ylim(9e-2, 3e3)\n", + "plt.xlim(-13, -9)\n", + "plt.ylabel(r'Specific surface area (m$^2$/g)', fontsize=fs_axlab)\n", + "plt.xlabel(r'Log dissolution rate (mol m$^{-2}$ s$^{-1}$)', fontsize=fs_axlab)\n", + "plt.xticks(fontsize=fs_axtick)\n", + "plt.yticks(fontsize=fs_axtick)\n", + "plt.legend(fontsize=fs_leg)\n", + "plt.title('Specific surface area required for claimed CDR', fontsize=fs_axlab)\n", + "plt.show()\n", + "plt.close()\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "id": "12246a42", + "metadata": {}, + "source": [ + "## Geometric SSA vs diam" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9d93796f", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/2r/w7zcr7vx4p5cr7n4d0b51f4c0000gn/T/ipykernel_13786/422445243.py:7: UserWarning: No artists with labels found to put in legend. Note that artists whose label start with an underscore are ignored when legend() is called with no argument.\n", + " plt.legend(fontsize=fs_leg)\n" + ] + }, + { + "data": { + "image/png": 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+HeMuzGGclHY7KnpZGk9jDs+BcTtUNPQEjAfB+BF3QSU3jN3QoDqct2D8BsY4derUyeL92mTLX331lRrbiKpq+BuwN+myp/ZrZJwf7JFHHlFV7cxhDA32r7FXSc4ZqCaoVWY0H/9lDmN6MLYL8LeBMYaW2qrB+EtvwFgr498JJra3B/PBZRRULdTGtmLaAlRydeRzwd7fq/lnmL3PPFSL1eaNRKVJ49+vZsmSJfq/Magci7G59uA9jPeyuz/DvNWWZ599Np0tpUDHQIyIdMaS6xhY7AjMMYbiGbYWbfC3+eM09913n8OvAgY7a7Zv357qPhTI0GDwuSNzmOGLo7GYgnEflqBsNkoQ24Iv0ebHsMf4GC2YtPZ8oYS7o5Nl23q+3AVFUMwLUqSH8VzxGuKLkjeh6AlKwK9bt0569uypBu1bgy+/KPWN9xumX8iI/Wp/uygcoTHOG2bOeN+sWbMsTrXgKuPE0SjwYI0xSMPfP0qyW/pyr0Gp+LffftulEunOwA8exoIf1orXGOH9iR9HPAGfBXiN3nzzTfW6oRiG+Q9dWrEacCRwx5QV9trr7GcYPhfx/ja22xuf+a7yVluaNGniQusomLBqIhHpkJVCpTowVhx0N/ROM/5yO2zYMJUJcMS///6rr5vP62KsfIWqXo7CtqhkZ74PSxBw2KoIBuaZCEe+pBkfgy/h5lAJ0ZhNwBcwZ7OcjsyD42omxJ2MGUHjl3Fva9SokVq0anIbNmxQzz2CdUx8boSqfcg0/fnnn6nmafLWflHhDhUEtS/RqPhnDfaDDCwqLOIL86+//ipdunQRd9AqM6JqJ7IiODfzCqc4bwQXloI3I2QpEORoX3gxl9MXX3yhzg1fnvEl15iJcQfj3z/mKEMFV0cgK6VVD3QHvJaotoeMpTOBsiOBKs7LHk9/hv3222+pPsttMQaX7voM80Zb8O+pMTglsoSBGBHp8I+GFohpX+rsMe8eCAhqjJNsWvqyYCzda20SV2e/dBh/hXUmQ2P8smXvvPHLr7OcfYylSaZRtt7YhVIr6e8MT2UT0O3OnYzBI0prZzR80a9Tp45aNCg/jS/JmLxbe17xnu7fv78qd+1IcODO/Rq7JaJkva3jo2sagh9M3q491l2BGF6vBx98UJ/sGJkv80AMXbq0CczR/fDRRx+12s558+ap6Rq04BxTMmCaBG2qBGQVUX4c3X/btWuX7vYb//6d+QxxZ0YYJfNRgl3ruukMR4I2X/gMw78blv7t8NZnmDfa4u7PRQpM7JpIRDpjVz586fMU45xh6WE+Z5DxS4gzXxyM27qzm5avPWfummPJnK3xb97qIuttmH8LY9eQ0TLOT4SMlpZd9dZ+MQYTXYA1EydOVL/G21qMGWg8VguM3MHY9XH27NkqO2Zk7LLYoUMHm1008ZmE52LcuHFyzz33pLkfmfu5c+eqOfgQ8Fkam+QM4zyKznyGuPN9+vTTT6caP4cg+eeff1ZZHASK+PtAoKMt1ubN8jW+9Bnmjba4+3ORAhPfJURksT87shLGsQfuZF4IBN2yjF8sHF2GDh1qdb/OTOxr3NaRoiEZwXhuAwcOdOn50iaB9XXG18DTY4LSC+NttMySBmPAvLnfH3/8MVWwg25heN5sLcauY8i42Sqs4SxMXo7JjwEZ9j/++EO/DxmtX375xaGxbMYgBxPo/vPPP6prGM4XhUzMu8SiyAsy8Y5m8y0xBoWufoakB4oFYRJ4DbpwYkGWE90f8bdhHiC669je/AzDRMeufIal50cOX20LBTcGYkSkMx+DMmfOHI9V+jKOJ3DX2ApjNzZnfhk3Bpy+0BXO3rgOd45F8UXGQgGudM/yNvOCDuha5s39Grslusod+9AgCDNWhzRmwDAeRxt/iq7Qbdq0cWrfqDCKbpXI+mE8F7Jlxq6N6LL79ddfu9x241gojKEzz+ZZk95MnMYYtOLz2Fjh0hpnKmtmJF/6DPOltlBwYyBGRLrGjRtLxYoV9evfffedJCQkeOQZMlbhwi/Z7mCsrocvaI60HePKDhw4YHEfvsQTz5el7jOWxnZk5LmiUIO7urJ6ivlYkPDwcK/tF+9zY6EBvJcd/UUfgQbGYQH2gX25i7EAB6o+ahk4Y+bt8ccfT/dzhQqm6JpoHJO6fPlyl/dXq1YtfR1dAB0pm4+MlCtjjCw5efKkvm4cO2grALQ0PUiwfoY5+vnlqbYQOYuBGBHp8KXstdde068fPXpUPvroI488Q8Zf+/HlzFi8w1XGuWAQYBm7+FiDkt/asVHgwLywgK9ApTitAAMKOqxYscIt+9W6kGksTTXgbfhSrZ0r2oOuaL7MvNIhsjbe2q8xk4XqnxUqVHB4/xiDZny/uzMrhoIdWnYJlR9RmRF/k5i/yV61RFc+t1DWXZOewKR8+fKpsiUY42YPCoq46wcrZ/fjznngPM34mY8CTfYq1LryGebo55en2kLkLAZiRJQKJlc2/lqIktGe+Me+X79+qouiFvDhOOmFOZeMXyzff/99m12L8Ev2xx9/nKpwgKfmA0ovfAlHaXDNoEGDLJaIdhbGnBgnzvWFLySYU6pz58769XfffdetxSSsQTlqR4J3c998802q6+YVQz21X3xpN3b7c6QbmznjY7AvdwUUmOLB+H7FvpG50ophlCxZ0u4cS85kZ43jpNJTMhxBnXHcGl4DTB5vDca8GT9D0ss4n5q9sYbIhqG6pr/AJNGYtgHw4xfGurqj+IaxKzP+1hwZV+qpthA5i4EYEaWCrkL4FVgrx4x/pPr06SPPPfeczS8kxi9ExsH41uDLEr5gG4OmDz/80O4XQfyqjgpqxi95Ru+8806qge8oa22shKbBOBWMLdHOCRkYzNvjy/D8aN3V0JUMWQdjVyZL8OUC407wC7CxC6YG522sRofn1he+kKAQS+bMmfUvVwhCzDNE5l/aMVkyJuR1Fd5bGLOEL2ioUocv2bYgyMeX8AkTJui31ahRQ33J88Z+kV3SpptITyCmdU/EvrSy8+5gzHihMuP//vc//Xq3bt3041qD+cgwiTMywPYCEuO+MeF5erz00kv6GFZk8zDezVjuXIPXEeeIH5LcxVgBEXOwWctS4pzxN+3r3XbNjRo1Sp+HEV1I8RlsnK7CEnx+498U/EBo6W8HmV3tBzR8DowdOzbD2kLkLM4jRkQWS2hjrh9099Hmq8KXQnwpwBdiTKaKqm4I1tA/H0ENCl5gQlrM72OcDBoVvqyVdh4yZIhs3rxZ/cOmVUGcPHmydO3aVerXr6/m98KXUvzjiNLN+GKCLnkI1nC/JZhLCIHjlClT9G6P+HL+7LPPqq5bCDJwffz48amCGLTF/IuurylXrpx6DfDlGeeBLjXoSoXreE2QZcBzjV+E8UUN54lMjNZVy1qGAV+K8ToAnn+8htWqVUvV5QdV27B4S+XKlVU2AqW8AWNw0CaU8sa8UXiPAgJpvO8QhGHMEy7TOwk03mdYUFkN73cEUKjQp/04gecTY9fwg4WxSAMCR/ydWAsw3L1f45d0PF9VqlRx+lzxPOJ9j+dQ26exm1964G8U54fPBvzNGsegOdItEQEsvlSPGDFCPVcIUhCQoqAOfjBClnT16tUqY69lxFD1EIFUepQoUUIFwoMHD9aruuK99/zzz6tzwpd3jB3DZwh+HMCPShhbikm300s7R1SIBHyWaUECukziRwkcB59vyIjjRxRktLW/X38Yh4wsHjL6gC6r+NzCZwvOHZl/PL947VGoZ+vWreozzDhHpLXPsC+//FKtf/DBB+pzDH8Txmw/3hf4nPR0W4icYiIisuLChQumTp064du7S0vHjh1Nhw8ftvn8JiQkmAYOHOj0vuvXr291n/Hx8aYnn3zS4X29+OKLpuTkZKv7W7Fihb5tyZIlHXq/GPd/7Ngxu9s3b95c337KlCk2t12yZIkpZ86cTj9n+/bts/p8tWzZ0uZjP/jgg1SPwXXtvl69ejn0nLjy3EydOtUUHh7u8DnOnz/f5KojR464/F4vWLCg6e+///bafi9fvmyKiIjQt3vvvfdcPu/PP/9c3w/2eeXKFZO7vP/++2nOqUaNGg49Fu8rZ56rrFmzmpYvX+62tuNzwd4xIyMjTb/99luqtpr/rWjwXjc+1prdu3c79PddtGhR04EDBxz67MDt2jbY3h5H22qEz0Zte3xm2oL24Llz9u/hzp07Fvd3/fp1U7Vq1Ww+1tZz4662uPJvBQU3dk0kIqvQ3QMZBvwSiF8JtV/ubcEv4G+88Ybs27dPVUszn+vHHH5xRLnpNWvWqEyHVqTBEmQEUNUMv1bbKq2PX8sxJgVFHmwdH79yL1y4UHXHs9dNypegmxu6Gb766quSO3duu+Mn8Ks6MonGipjmzxe6LyKzgIlxkSXRugX6wphFZEORCbM1wS6ypwMGDLCaKXVEmTJlVDezzz//XBVHMS9kYgkyw5iAGa+H+RguT+4XXRyNXW5d6ZZo6bHYp3HcWXpZynw5WqQDWWxkRIsVK2ZzO2Q9kBHB+wTddd0FnwvIEBrHIBkhC7Z27VqVhXcnzBeGSn7WxtDh7xVds9H12pniLL4EXcbxb0Tfvn3t/j1gUu8XXnhBZSaNGS4jZJmRFcRE5XgPYKydtW093RYiZ2RCNObUI4goaOHjAv/4o5sGushg4lR8YUcwgH766BLmSLBmC7rV4csNxoWgSyICNRSUQLc8dMPBF25nYTwVunxhvhgEXOjigz7+6Nbn77Sulnv27FGvCUpuo3sWvryiq5q14MsfYbwOAnZ0l8WYHQRm+JKMgBrducxL8acXusWiSySCIXSBRPc3HAPj9NBtCcdEkOUr+w1k6EaMv2O89ugahr9jfPnG+7tu3bqpJmJ2N4yTXbVqlfqyjtcKX/Lxg5BxbKWn4O8aXZDxt433Bz5n0W0uPQVJfA2Cf3SNRTdP/F3j+cbriW6C+NtG8BOMbaHgwECMiIiIiIjIy9g1kYiIiIiIyMsYiBEREREREXkZAzEiIiIiIiIvYyBGRERERETkZQzEiIiIiIiIvCzM2wekwIUy2ijFjBK7/jQnExERERGRvSl8MIUFphlx13QpDMTIbRCEYSJYIiIiIqJAdOrUKbsTzTuKgRi5DTJh2hvUk5NrEhERERF5U3R0tEo4aN933YGBGLmN1h0RQRgDMSIiIiIKNJncOPyGxTqIiIiIiIi8jIEYERERERGRlzEQIyIiIiIi8jIGYkRERERERF7GQIyIiIiIiMjLGIgRERERERF5GQMxIiIiIiIiL2MgRkRERERE5GUMxETkxIkTMnjwYKlUqZJkzZpV8uTJI3Xr1pXPPvtMYmJi0vUE4/G//PKLPP/882qfuXPnlvDwcMmbN680bNhQhg4dKufPn3dqf6NGjVL7QjvRXrQb7cd5+MI5ExERERGRbZlMJpNJgtiiRYuke/fuEh0dbfH+ChUqyOLFi6VcuXJO73vXrl3SuHFjuXXrls3tcuTIIRMnTpQnnnjC5naHDx+Wtm3byqFDh6zuZ8aMGdK+ffsMOWfsL2fOnHLjxg3VFiIiIiKiQBDtge+5QZ0R27Fjhwp+8MRmy5ZNPv30U1m/fr389ddf8swzz6htDh48KO3atZObN286vX/sVwvCEJANHz5c/vjjD9m+fbv8/vvv0r9/fwkJCVHbPfXUU7J06VKr+8Lx0Q4tCEP70E60F+1G+7EfnM/OnTsz7JyJiIiIiMgBpiDWtGlTZANNYWFhpvXr16e5f9SoUep+LB988IHT+1+3bp2pS5cupj179ljdZsGCBaZMmTKpY5QtW9aUnJxscbv33ntPbwvaZelYOA/c37x58ww55xs3bqjH4ZKIiIiIKFDc8MD33KDtmrh582apX7++Wkdmavz48Wm2SU5OlmrVqsm+ffskV65ccvHiRTW+y90ee+wxmTdvnlrftm2b3HvvvanuT0hIkPz586tUaOXKlWX37t0qk2buueeekwkTJujnhzFf3jxndk0kIiIiokAUza6J7rNgwQJ9vU+fPha3QbDTs2dPtX79+nVZsWKFeELLli319SNHjqS5H8dFEAa9evWyGIRB79699fX58+f79Dm7w7Xb8bLon7Myd9tpmbHphHy/9ph8u/KIjP3zkIxatl8+/m2vRMcmZHQziYiIiMgBycnJEh8fL7GxsS4vSGD4S54pTILU2rVr1SUqBtauXdvqds2bN9fX161bJ61atXJ7W+Li4vT10NBQq201b4+5OnXqSJYsWVTVQ7TVl8/ZHU5cjZEXf95hc5vejUpJjij3ZzGJiIiIyD3B161bt/TaCu4IosLCwlRhDfTuioiI8NmXKWgDMXS9A1QGxItlDcq7mz/G3VatWqWvo+uhub1791psjzmcB84H1RottdWXztkdIkLt15qJS0z2SluIiIiIyPkg7PTp03L79m2JiopSQ3FwiR5amTJlcvrpRBCXlJSkArpr166ppVSpUhIZGemTL01QBmJIW16+fFmtFytWzOa2mPcLGSS8QU6dOuX2tvzzzz+qVDxUr17dYiCGNyigHYjsbSlevLgKxC5duqQybdobz5fO2V0iw+0HYvEMxIiIiIh8NgiLiYmREiVKqO+e7oLK4AjqMG8uvssiGLOVhMgoQVm+3liWHS+UPdobw958YM5CoNSvXz8VuQNKydtqrzNtNW+vJ84Z7Uca2bh4U2SYIxmxlOeWiIiIiHzHrVu31I/+SCK4MwgzDvdB8iExMVGvteBrgjIQQ3ZI40i/US2rdOfOHbe244UXXpCtW7fqRTg6dOhgs73OtNW8vZ44Z8yLhv632oI/JG+KDEs7ns4cuyYSERER+Z7o6GjVDdETQZjxOy/27+5kirsEZSCGF12DyiyOFtPInDmz29qAIGbSpElqHWXmv/nmG7vtdaat5u31xDm/9dZb6hcGbfF2N0ZHuiYyECMiIiLyzQIdOXLk8PixEIghsYBj+hrf6yzpBdmzZ9fXHYmQkTZ1tEufIzDX19tvv60XxliyZInNXwO09jrTVvP2euKckTXLyMGPDhXrSGDXRCIiIiJfgu6CJpMpVaLAU/BdFcfCMX2tgmLQZsTy5s2bqhCGNai2ogUl7uh69/PPP8uAAQPUesmSJeWPP/6QfPny2XyMVlwD7cDcXrZoWSkMUDQGSRl5zhk5Riw+yfd+/SAiIiIKZlp2KsTK3LjupB3DFzNiQRmIQZUqVdTl4cOHVYRszf79+/V1SxUNnbFw4UI1WTLeCIULF5a//vrLbgVDY1vN22MO56FNCG2prRlxzp6EsqYRdoKxuATf+6MjIiIiInGpRL0vHsNVQRuINWnSRF0i87Nt2zaH5vhq3Lixy8dD0NWlSxcVACEzhUxY2bJlnWqreXvMofCHlsmy1FZvn7MvZMU4RoyIiIiIfFHQBmKdOnXS16dMmWJxG2Supk+frtYxf1fLli1dOtb69eulY8eOqgAGqgv+/vvvUrVqVYcf36JFC/U4mDZtmtUZx6dOnaqvP/LIIxl6zr4TiHGMGBERERH5nqANxOrVqydNmzZV65MnT5YNGzak2Wb06NGyb98+tT5o0CAJDw9Pdf/KlStVuhNL7969LR5n586d0q5dO5WFQkEOTN5cu3Ztp9qKgYUvvfSSWkd7Pv/88zTboP04D2jevLmqxOiJc/Y19krYc0JnIiIiIvJFQVk1UTN27FjV9Q4lLVu1aqUqGSIDhOszZ86UiRMnqu0qVKgggwcPdnr/GK/10EMP6QU2PvnkE5XZ2r17t9XHFChQQC3mXn/9dZk1a5YcPHhQhgwZosZ5Pfnkk6q8/IoVK2TYsGGq2yOuf/nllxl2zt7GrolERERE5I+COhCrVauWCm66d++uJpXTSsobISBBFstY/t1Ra9askYsXL+rXX3nlFbuP+eCDD2To0KFpbsfx0Y62bdvKoUOHVMCkBU0azMUwY8YMqVmzZoads7fZLdbBrolERERE5IOCtmuipkOHDrJr1y4VJCEAyZIlixobVadOHRk5cqTs2LFDypUrJ74A7UB70C60D+1EeytWrKjaj/No3759QJ1zujNirJpIRERERD4ok8la5QciJyHDhq6XN27c8MpM6dBl/AbZfPyq1ft7NCgpH3eq5pW2EBEREZF9sbGxcuzYMSldurTHJ3V217E88T036DNi5N8iw22/hVmsg4iIiIh8EQMx8mssX09ERERE/oiBGPk1e+XrOaEzEREREfkiBmLk1+xXTUz2WluIiIiIiBzFQIwCumsix4gRERERkS9iIEZ+jWPEiIiIiPyTyQvF2325QDwDMfJrkeEcI0ZERETkT0JCUkKQ5GTPDyHRjqEd05f4XouInBARygmdiYiIiPxJWFiYZMqUSc3x5WlxcXHqWDimr2EgRoE9RiyJxTqIiIiIfAmyU9myZVOTJHva7du3JXPmzMyIEXl7Que4hCQ+6UREREQ+JkeOHCojhkDJU+Lj49X+EfT5ImbEyK9xHjEiIiIi/5MtWzbJmjWrnDp1yiPBWFJSkpw+fVp1ScyZM6f4It/rLEnkBM4jRkREROSf3ROLFSumgqWTJ09KVFSUypLhEvdhXJcrFRIRgN28eVPv9liqVCmfHB8GvtkqIgexfD0RERGRfwdjt27dUoHTpUuX3FJuHoFX7ty5JVeuXBIRESG+ioEYBXTXxIQkkyQnmyQkxPlfVYiIiIjI88FYjhw51IJS84mJiekqax8aGqpXZfR1DMQooDNiWuXEqBDbARsRERERZXxQFuHDGSy/DcTOnDkje/fulRMnTqi0ozYoD4P08ufPLyVLlpQqVapI0aJFvdUkCoKqiRCXkCxRdiZ+JiIiIiIKiEDs2rVr8uuvv8rvv/8uK1eulIsXLzr0OARlzZs3l4ceekg6duwoefPm9VQTKQgmdIa4RJSwD/dKe4iIiIiIMqR8/dKlS6VTp05SuHBh6du3r8yePVsuXLigBt45siBgmzt3rjzzzDNSpEgRefjhh2Xx4sXubiYFiEgHMl1xiZzUmYiIiIgCMCOGAXXTpk2TESNGyOHDh9VtliqeREZGquAKVUwwwzW2uXPnjsqenT17Vk26ZnxsQkKCCsKwlClTRt58803p3bu3GoRH5OgYMQZiRERERBRwgdicOXPk7bfflqNHj6YKohB0NW7cWHUzrFu3rlSvXt3u+C+MI/v3339l69atsmrVKlm3bp2acRuw/2effVaGDRsmw4cPly5duqS36RQ0gRi6JhIRERER+Y5MpnQU62/WrJkKlgC7QanIdu3aSbdu3aRt27aqEEd6xMTEqK6OP/30k/z2228qQ6YanSmTNGnSRAVr5Dsw/wNmLr9x44YqQeoNp6/FSJORK2xu88uARnJvidxeaQ8RERERBZ5oD3zPTVdGbO3ateoyX758MnDgQHn++eelQIEC4i5ZsmSRzp07qwWVFsePHy/ffPONGkemHZuCm715xLSqiUREREREAVOsAwHY6NGj5eTJk/LBBx+4NQizVE3xvffeU+XvcUxWUyRHy9djHjEiIiIiIl+SrowYxm1ly5ZNvAljz1555RVVVZHIoTFiCRwjRkREREQBlBHzdhDmK8cmf5tHjBkxIiIiIgrwecSIvAmFWyLsZMUYiBERERGRr2EgRgHfPTGeGTEiIiIi8jEMxCjgKydyHjEiIiIi8jUMxCjgM2LsmkhEREREAVU10ZYyZcqkex8RERFq4jSUya9Ro4Y0atRI2rRpI6Gh9ueOouBhNxDjPGJEREREFCyB2PHjx1UhBTCZTGnu1+7T2Ntm2bJl6hJzlb399tvy4osveqDV5I/sFeuIT2L5eiIiIiIKoq6JCK60AAtBlTGw0u4zbmO+nfk2WC5cuCAvv/yyPPzww5Lkpi/YmCR68ODBUqlSJcmaNavkyZNH6tatK5999pnExMSka9/Jycmyd+9emTp1qgwYMEDtF3Ohaee5cuVKu/sYOnSovr2jCx5jLTh2ZOndu7f4i8hwO2PEmBEjIiIiomDJiK1YsUJdnj59Wk3AfPnyZfUFv3nz5tKiRQupXLmy6nYYEhIi165dk/3798uqVavUguAlf/78MmbMGNUt8eLFi7JlyxaZOXOm2g8CssWLF6uA7KuvvkpXOxctWiTdu3eX6Oho/TYEX1u3blXLpEmT1LHKlSvn0v5/+OGHDAlqKlasKMGCY8SIiIiIyN9kMlnqE+gmO3fulAcffFCuXr0qjRs3lokTJ6qsky0IyPr37y9r1qyRvHnzyh9//CE1a9ZU98XGxsrAgQNlypQp6npYWJjKNrkaJO3YsUO1686dO2qC6LfeektatmypriPo++6779R2FSpUUEFZ9uzZnT4GMmF9+vRR6+Hh4VK9enVJSEiQf//9Vw9YEZjagkAUiy3IDjZr1kwFlDly5JDz589L5syZ02TESpcurdY/+eQT6dixo9X95c6dW4oWLSrOwLERXN+4cUO1wVt6TN4kaw5dtnp/lzrFZNRjNbzWHiIiIiIKLNEe+J7rsYzYzZs3pXPnzioIQ6CxdOlSVXzDHgRqf/75p7Ru3VoFKdgHAiaccFRUlEyePFnOnTunxowh+Jg2bZp8/PHHLrVx0KBBKuhCQLd8+XJp2LChft99990n5cuXlyFDhsjBgwdl9OjRFrv72VOlShUZN26c6pKIgBLngP1ogZgjMC4Oiy14frWs3uOPP54mCDOHIKtatWoSCJgRIyIiIiJ/47ExYgiQjh07ptbHjx/vUBCmQebo22+/1bM4yCoZGQMvR8ZYWbJ582aVdYO+ffumCsI0GDeGLpQwduxYlclyVr169VRhkQYNGqggzFOmT5+ur/fs2VOCib15xDihMxEREREFTSCGrn1ahguZJWehO6AWBM2aNSvVfbVr11YZIvSqPHr0qEvtW7Bggb6udR00h/FrWlBz/fp1fdybr0Em7Ndff1Xr6HrYtGlTCSbMiBERERGRv/FYIIYACcU5Chcu7PI+ChUqZDXYKlu2rLpE10dXrF27Vl2iSiICO2tQXESzbt068UVz5sxRXSyhR48eaaYGCPby9XGJLF9PREREREESiKESIly6dMnlfaBCopaNMocAClytNbJv3z51iUIfGCNmjbG4iPYYX+NKt0RUm8S5o7skBh5WrVpVnnvuOdm+fbv4G07oTERERET+xmOBWMGCBVWQtGfPHjl16pTTj0fZ+927d6vsjqVCFahYAq5ULUH1RS3IK1asmM1tUT1QC/pcOQ9Pwxg6bawbKkBqmUJ7EHAdOXJE4uLiVNdGVJ+cMGGCyg4iIMPtgTKPWHxSstfaQkRERESUoVUTUfzi5MmTKhh76aWXZP78+Q4/VnsMLhGIWSqkcejQIXVf8eLFXaroqEHZensQiN2+fVtu3bolvgbzlGlZwV69etndPleuXPLII4+oSpYYu4eMGKpQomokKlLiHBGQ4TmaMWOGzX0hWDMGbMa52LyJGTEiIiIi8jcey4gZC2AsXLhQffnHF357Lly4oErWa8Un4Omnn061DTJlWnfFGjVquJQR0zhSzTEyMlJdauOwfMmPP/6oLhFQdenSxea2RYoUkTNnzsj333+vujAiwK1Vq5a0bdtWvvzyS5UlK1GihNr2p59+Uq+bLcOHD1fdGrXFlaDYO8U6OEaMiIiIiIIkEGvVqpWaz0rL1uBLPcYkPfHEE6qcPcrOY8JnLKtWrVJZmCeffFJ1rUMQpmXDEJRhX+bFKYzzfTnLWEY+Pj7e7vZa1sfe3FzetnHjRjXHGWByZgRDtiDozJIli9X7kSHTAjttHJktmAAbXUS1JaO6btov1sGuiUREREQUJF0TtbnE8AUd3d4QVCGjNHfuXLVYowVg8MADD6QqRKHZtWuX1K9fX5WXRwDirOzZs+vrjnQ3RLdER7sxepMn5g5D6XtMQo0xY6gsmZycrJ5na5lCLVvoy/OIMRAjIiIioqDJiGmZp8WLF8uIESP0bBICLS1LZm0djxs2bJgsWbLE4iTIGG+2YcMGVU7eGFQ50668efPqRUHsVX/UArGM6npnCTJ52vxqKIzy0EMPuW3fCMS0LpxXrlwRX2evayIndCYiIiKioArEIDQ0VIYMGaLGJn399ddqPFL+/PlTlZ3Her58+aR169Yybtw4te2bb76pHuspWrBx+PBhSUxMtLrd/v379XVtgmlf8Ntvv+lzqD311FNufa78bR6yyHCOESMiIiIi/+LRrolGGL80YMAAtWjjrrSCG7jPUubLk5o0aaLKviPbtW3bNtXV0RKMX9OgPHwgd0vUoFsioNuhljn0ZRF2gtCEJJMkJZskNMS/AkwiIiIiClwez4hZgy/56FKHxdtBGHTq1ElfnzJlisVtMD5KC3hQ9r1ly5biC9BdEN02taqRrlSOtAbdPTH3mxasWhsf5k9dE4HdE4mIiIjIl6T7W/brr78uq1evVkGLP6lXr54qTAGYPwtjzsyNHj1a9u3bp9YHDRok4eHhqe5H5Ud048PSu3dvL7Vc5Oeff5aEhASns2ELFixI1SXUHLppduvWTb+uZS/9vWsiMBAjIiIiooDqmohgZcyYMSpjhIIRHTp0kDZt2qjrvm7s2LGquyGqOaJE/ttvv62yXrg+c+ZMmThxotquQoUKMnjwYJePM3Xq1FTXUbJfs2zZMjl+/Lh+HSX+kYmyRcvShYWFqfFhjsJcbtj/o48+qgLRYsWKqcwk5nf7/fff9QmdAXOSYTt/YK9q4n9ziaUOpImIiIiI/HqMGLIsqC6IKn5YUDiiUaNG0r59exWYVaxYUXwRJjNGe7t37y7R0dEqEDOHIAyVH12pzmhpcmtzI0eOTHW9V69eNgMxFA/ZsmWLWkfwiK6dzkDWa9SoUTa3ef755+WLL74Qf2FvHjFgCXsiIiIiCqhAbN68ebJo0SI1ZunixYvqNlQhRCEMLG+88YaUKVNGBWQIzJo3b+7RaojOQrswLxmyYwi4UM4eEx8jc4QJqV944QWbkyB72w8//OBykQ5Mqo0umJs2bZITJ07I5cuXVbGSHDlyqNcIXTWffvppqVatmvgTR8aIpWTEiIiIiIh8QyaTrUFDTsBuNm/erIIyLP/++6/Fcuj40o9MDgIglLLPkyePOw5PPgBZRVTAxCTeeJ295eilW3Lf6P+qW1qy+KUmUrVITq+1iYiIiIgCR7QHvue6LRAzd+rUKRWQYb6rFStWqHL15oEZKvI1aNBA78Koze1F/imjArEz1+9I4xF/29zmlwGN5N4Sub3WJiIiIiIKHNH+FIgZxcTEyPLly1VQhu5/Fy5csJgtK1WqlLRr104FZS1atEhTpZB8W0YFYpdvxUmdT/60uc3PzzSQhmV9f040IiIiIvI9fhuImUOxCa0L4z///GMxKMuWLZs8+OCDKluG4Cx//vzebib5SSAWHZsg9wxdbnObqX3qSouKBbzWJiIiIiIKHNGBEogZoTgGMmVY/v77b4mNjU0TmOGybt26esGPe+65JwNbTL4WiKEQR8V3l9ncZkKP2vJQ1UJeaxMRERERBY5oD3zPTfeEzumFuayee+45FYhduXJFTTrcr18/KVy4sCoAggWTRaMQyHvvvadKzo8YMSKjm00+JCKUEzoTERERURDOI+YumTNnlocfflgtsHXrVhWgoQvjjh079OxYfHx8BreUfAneEyhhb2uuMM4jRkRERES+xKcCMXN16tRRy9ChQ+Xs2bN6UOZL83qR70zqbDsQ4zxiREREROQ7fDoQMypSpIg8++yzaiEyFxkWKjcl0eoTE5dgPUgjIiIiIvK2DB8jRuQO6JpoS3wSAzEiIiIi8h0MxCggRIbbfiszI0ZEREREfh2I7dmzR1U1RPXC6tWrS9euXeWPP/6w+zhUQQwL85uekBRglRM5RoyIiIiIfIlTkdGcOXOkR48ekpCQoMrKw969e2X27NnSqVMnmTx5suTKlcvq4zN4yjIKYJHhoTbvZ9VEIiIiIvLLjNixY8ekd+/eqnR8vnz5pFevXjJ48GCpXbu2CrAw/1e9evXkxIkTnm0xkQtjxJgRIyIiIiK/zIiNHTtW7ty5IzVq1JDff/9dChQooN+HIKx///5y+PBhadq0qfz5559SoUIFT7WZyPliHTZK2xMRERER+WxGDMEVJs796quvUgVhgG6JW7ZsUWPGTp8+Lc2bN5fdu3d7or1EVsvX28KuiURERETkl4EYuhyGh4dLo0aNLN5fokQJWb16tdSvX18uXLggLVu2lG3btrmzrUSud03kPGJERERE5I+BGAp0ZM6cWUJCrD8kZ86cKnOG7olXrlyRBx54QDZu3OiuthJZxTFiRERERBSQgRjKz0dHR8vVq1dtbpc1a1ZZtmyZyojduHFDHnroIVm1apU72krk8jxinNCZiIiIiPwyEEORDvjrr7/sbovM2ZIlS6RVq1Zy8+ZNadeunVy/fj19LSVKzxgxdk0kIiIiIn8MxO677z5Vpn7atGkObR8ZGSkLFy6UDh06SExMjMTFxaWnnUQ2RdgtX8+qiURERETkh4HYo48+qi7R7XDXrl0OPSYiIkLmzZsnjz32mOstJHIAx4gRERERUUDOI1asWDE5efKkJCUlSe7cuR0/QFiYzJw5U9atWyfJycxKkGdwHjEiIiIiCshATAvGXIFKi6ikSOQpnEeMiIiIiAKyayKRL+MYMSIiIiLyJwzEKEgmdE7yWluIiIiIiOxhIEZBMY8YqyYSERERkS9hIEZBMUYsMdkkSckmr7WHiIiIiMhtxTrSY9WqVapy4r59+9TkzphbDPOSOSJTpkwOTSRNwcte10SIT0yWzBG2AzYiIiIiooAIxGbNmiVvvPGGnDp1yqXHI1hDIEaUnmIdEJeYxECMiIiIiAI/EHvvvfdk2LBhat3R7BeRJ7omAseJEREREVHAB2J//vmnfPrpp/8dKCxM7rvvPqlfv74UKlRIsmTJ4qlDUxBytGsiEREREVFAB2Jff/21ukS3wurVq8vcuXOlXLly4otOnDgh48aNk8WLF6sulJGRkVK2bFnp0qWLDBw4MF1BY3Jysuzfv182b96sli1btsiuXbskPj5e3b9ixQpp0aKF3f1gG4yzc4Qj2cfdu3fLV199pQLms2fPSrZs2aRSpUry1FNPSb9+/VTgHEhVE7WuiUREREREvsBj37Y3bdqkLkNCQmT+/PlSunRp8UWLFi2S7t27S3R0tH4bCols3bpVLZMmTVIBmqtB5A8//CC9e/cWX/Ldd9/JCy+8oAeDEBsbK2vXrlXLlClT1Dnny5dP/EVEqP1ALDaBGTEiIiIiCvBA7OrVqyobVqNGDZ8Nwnbs2CFPPPGE3LlzR2WE3nrrLWnZsqW6PnPmTBWwHDx4UNq1a6eCsuzZszt9DGN2Kjw8XGUHExIS5N9//3WpzXXq1FGBkquWLFkizz33nMrUFSxYUN555x3VXRSvF873l19+UZm7Rx55RFauXCmhof5RZTAynGPEiIiIiMh/eCwQy507t1y6dEly5swpvmrQoEEq6EI3vOXLl0vDhg31+zCerXz58jJkyBAVjI0ePVqGDh3q9DGqVKmiuj3WrVtXatasKVFRUWo/rgZiWbNmlWrVqrn0WASAL774ogrCcuTIoaYTQBdMTevWrVVXzP/9738qM+aL2bz0jBFj10QiIiIiCvgJnWvXrq2yQRh/5YuQ9VmzZo1a79u3b6ogTDN48GCpXLmyWh87dqwKZJxVr149Ffw0aNBABWEZCV1Ejx49qtaR/TMGYZrPPvtMBdHaur9gsQ4iIiIi8iceC8R69uypLo8dOyY7d+4UX7NgwQJ9vU+fPha3wfg27TwwCTUKa/gz4zlby3ShMAmKlMDevXtVNjBw5hHjGDEiIiIiCvBADF/mmzZtqrJiGJOEAhi+BF3vtK5+yN5Z07x5c30dXfn8mXbOFStWVFMIBNI5O1Ksg4EYEREREQV8IIZCHSj8gGId6AbYrFkzVfDCV+zbt09dohqirVLtKOlu/piMhFL4KK6RK1cu1dWxWLFi0rFjR5k+fbrNrpO3bt1SpfnNz8kfztnR95u97olxCSxfT0RERES+waOTReXNm1fWr1+vCl58++23KoCoWrWqGi9VoEABiYiIcHhf77//vtvahVLtly9fVusIZGzBeClkzW7fvq0HMhnpwoULatGcOXNGLQsXLpSRI0eq+dq0cW1Gp0+f1tftnXPx4sX1dV84Z0chELOV9YpPYtdEIiIiIvINHp+199y5c3Lz5k2VsUC1PkwkvGfPHqf3485ADO3RoGy9PVoghqxSRsF4tfvvv1/atm2rsowIcnEe27dvlwkTJqjMFcZ0ofw+MpAlSpRw+Zxxvhpb5xwXF6cWjXEutowQEYYS9olW74/jPGJEREREFAyB2KpVq+Thhx/Wv8wjGMOYMePcWo7A49wJGTGNI1m5yMhIdYlS9xkF3TzRHdEcxuENGDBAnnnmGZk2bZrKlr388stqe1fPWTtfe+c8fPhw+fDDD8VX2O2ayGIdRERERBTogdiRI0dU9sb4RR5zVyGbg0IRqM6XUYxl5OPj4+1ur2V9MmfOLBnFUhBmnCh60qRJsnHjRjlw4IAqU4/uikWLFnXpnI1ZLlvnjBL4r776aqqMmLFbo7dFhtsLxDhGjIiIiIgCPBAbMWKECsKQzUIAhkmNn3zySRU0ZLTs2bPr6450N0S3REe7MWYUFBzBfGgYj6dlI7t16+bSOWvna++ckTkzZs8yWqTqmmhdPDNiRERERBTogdgff/yhr6ObHMYu+QpkhzDG6sqVK6mKWFhy7do1PTDJyGyPI6pUqaKvIyNmZMyO2TtnY4EOXz9nI3ZNJCIiIiIJ9vL158+fV9mwsmXL+lQQZh60HD58WBITE22Wi9dYqkboS2yNpUNGTAuqjOfk7+fszKTO7JpIRERERAEfiKHsO5hX7/MVTZo0UZfIdm3bts3qdujip2ncuLH4MlRN1BQpUsTqOWMcGQLlQDhnI/vziLF8PREREREFeCCGTBiqI6L7ny/q1KmTvj5lyhSL26DcPiZK1opl+GJmT4Os3vfff69fxwTats556tSpFvcTExMjs2fP1rOGFSpUEH9hb4wYqyYSERERUcAHYk888YS6xLxhxgmIfUW9evVU6XeYPHmybNiwIc02o0ePVvNzwaBBg9IUGlm5cqXqDoild+/eHmvrihUr5Pr161bvT0hIkH79+ult7dChg8WxXY888oiUKVNGLz2PypbmXn/9dTUuTlv3J/aqJrJYBxEREREFfLEOBCZjx46VY8eOqUp+mOPK16B96HqH6o6tWrWSt99+W2W9cH3mzJkyceJEtR2yQoMHD3b5OObZp507d+rry5Ytk+PHj+vXy5Urp3ch1OC5w3xsWFq0aCEVK1ZUlShR/RDdKtFOrVtigQIF1HlZgkDyq6++UoEaSs3j3N99910VlCL4+u6772TevHlqW7ShR48e4k8iQzlGjIiIiIiCPBBDcQh8qX/wwQflxx9/VPNRffHFFxk6F5e5WrVqyaxZs6R79+4qMEEgZg5B2OLFi1OVf3dWnz59rN43cuTIVNd79eqVJhADBF0//fSTWqypXr26CiBLly5tdRvM7TZ+/Hh54YUXVKbyxRdfTLMNAjPMRRYaarurn6+xP48Yx4gRERERUYAHYqtXr1aXY8aMkZdfflllW1DGHnOJ1a9fXwoWLCgREREO78/SmCd3QHZo165dKouEgAul3dEuZKYef/xxFbBk5OTT8MYbb0jNmjVV90lkvi5duiRXr15Vc3jheaxTp4489thjquuhI8HTM888Iw0bNlRzu/31119y9uxZyZo1q6qQ+NRTT6lujpiXzN9wjBgRERER+YtMJlTU8ICQkJBU5dS1w9gqsW4NHmOrxDz5BmQVc+bMKTdu3FBdJ71t+JJ9MmH1Uav3Vy+aUxa9mDbbSERERETk7e+5Hk97IADTClpo14k8gfOIEREREZG/8FgghvnDXMl+EXlsHjGOESMiIiKiQA/EjJUAiXxijBgndCYiIiKiQJ9HjMj3qiYmea0tRERERES2MBCjoOmayAmdiYiIiMhXMBCjICrWwXnEiIiIiMg3MBCjoBkjlphsksQkBmNERERE5OeB2EcffSS3b98Wb8MxcWwiZ7omQjwDMSIiIiLy90Bs6NChUrZsWRkxYoRcv35dPA3HGD58uJQpU0Y+/PBDjx+PAisjBhwnRkREREQB0TXx0qVL8s4776h5w55//nnZsmWLuNvmzZulf//+6hjvvvuuOiaRs2PEgOPEiIiIiMjvA7E1a9ZIzZo1xWQyya1bt2TixInSoEEDqVChggwZMkT+/vtvuXPnjtP7jYmJkT/++ENee+01KVeunDRs2FAmTZqkjoFj1apVSx2byNmuiZxLjIiIiIh8QSYTIpt0wMN/+ukn+fjjj+XgwYMpO82USb8/LCxMqlSpIlWrVlXdGIsUKSK5c+eWzJkzq8fGxsbKtWvX5MyZM3L48GHZvXu37N+/X5KS/pvzSWti+fLl5f3335du3bqlOgb5hujoaMmZM6fcuHFDcuTI4fXj7z8fLa2/tB2g//FKMylfMLvX2kRERERE/i/aA99zw9K7AwRETz31lHTt2lXmzJkj48aNkw0bNuj3JyQkyK5du9TiKPPYsH79+vLyyy/L448/LiEhLPRIro8RY9dEIiIiIvIF6Q7ENAiQnnjiCbXs2bNHZsyYIfPmzZNDhw6lCaxAy2hZS8ghe/boo49K9+7dpXr16u5qJgUwjhEjIiIioqALxIzQDXHYsGFqOX78uKxatUq2bdsme/fulRMnTsjly5f1svdZs2aVfPnyScmSJaVy5cpSu3ZtadasmaqMSOT2MWKJ/3V5JSIiIiIKqEDMqFSpUmrp1auXpw9FQc6xQIwTOhMRERFRxuOAKwquMWIJDMSIiIiIKOMxEKOAER6aSewV04xPYiBGRERERBnP5wOx5ORkWbJkSUY3g/wACsBEhNp+S8clcIwYEREREQXBGDFXYT6xadOmqeqLFy9elMTExIxuEvnJODFb48A4RoyIiIiIfIFPBWKopojJoRGA7dy5Uy9vz8mbyVGR4aEisdaDdgZiREREROQLMjwQQ6Zr0aJFKvhaunSpnvliAEaeqJwYz6qJRERERBTMgdjWrVtV8DVz5ky5evWqxcmdCxUqJJ07d5bHH388g1pJgTapM+cRIyIiIqKgC8TOnTsnP/zwgwrA9u/fbzH4Klq0qB58NW7c2JvNoyAoYc+uiURERETkCzweiMXFxcn8+fNV8PXnn3+qKojGAAzjv7RuiGvXrpWGDRt6ukkUxF0TOY8YEREREQV0ILZu3ToVfM2ZM0eio6PTZL8yZ84sDz/8sPz6668SGxurbmMQRh4PxBJZvp6IiIiIAiwQO3HihEyfPl0tR48eTRN8hYSESIsWLaR79+6q+2H27Nkld+7ceiBG5OkxYizWQUREREQBEYjdvn1bZb2Q/VqzZo0eeBkDsOrVq6vgq1u3bmoMGJGncIwYEREREQVFIFawYEG5c+dOmuALAVfXrl1VAHbPPfek9zBEDokMZ9dEIiIiIgqCQCwmJkYvuJEjRw555JFHVPB13333cSJm8sExYinFYoiIiIiIMpLtb61OQDCGzFfLli2lQYMGDMLIJ7smcowYEREREQVMIKZ1SUSlxD59+qjuihgPtnjxYklK8v0qdSgyMnjwYKlUqZJkzZpV8uTJI3Xr1pXPPvtMZfzSA+X69+7dK1OnTpUBAwao/UZGRqpAFcvKlSsd2s/x48flq6++UkVOypcvL1myZJGoqCgpVqyYdOrUSU2MnZiYaHcf2nHtLb179xZ/xIwYEREREQVF18QVK1aoIGPevHly69YtdRuCl1mzZqklX7588sQTT6jADJkyX7No0SLVlVIrsa+1f+vWrWqZNGmSCijLlSvn0v4xgXV6g5r33ntPPv300zSTX8OZM2fUgmkAxowZI3PnzpUSJUpIsGL5eiIiIiIKikCsefPmavnmm29UMIbqiQjOtKDh0qVL6j4sZcqUUUHPU0895XJg4047duxQQSKKjWTLlk3eeust1bUS15Fh+u677+TgwYPSrl07FZSh3L6zjMFTeHi4qiCZkJAg//77r8P7OHfunNoPsnUYg3f//ferrBgyYvv27ZNx48bJli1b1PLAAw/I9u3b1fnY8sknn0jHjh2t3o9pBfwRJ3QmIiIioqCaRwxd5Xr06KGWU6dOqbnEkA1CIKMFI5hb7KOPPlILuughIMvIrouDBg1SQVdYWJgsX7481YTSKDaCYGfIkCHqHEaPHi1Dhw51+hhVqlRRgRLOt2bNmip4wn6cCcTy5s0rI0eOlOeffz5NMFi7dm1VnRIZx9mzZ8uhQ4dUZuz999+3uU9UtaxWrZoEmshwO2PEklisg4iIiIgCqFiHUfHixeWdd96R/fv3q3FjzzzzjOTKlUsFZNqC7M3LL7+s5iHTpHc8ljM2b96s5j2Dvn37pgrCNBg3VrlyZbU+duxYlclyVr169eTFF19U3TIRhLkCQRgCQmsZudDQUPnf//4nERER6jq6JwariFA7VRMTGIgRERERUYAGYkYIcCZMmKC616G7X5s2bVTgoAVkoJW/x3gyFJ748ccfU43Z8oQFCxbo6ygwYklISIj07NlTrV+/fl11ufRVyJpp87UdOXJEghXnESMiIiIif+DxQEyDSoFdunRRhS/QdRFZnqpVq+oBGYKx2NhYVTyjV69eqvJi+/btVSEQBEHutnbtWnWJcVfo3mcNxr9pkN3zZXFxceoSgW6wYtVEIiIiIvIHXgvEjAoVKiSvv/66GieFIhgDBw5UJeNBy5IhqFi6dKnqNojt3Q1FLgBFQzBGzBqUtDd/jC+6ePGi3j6tO6UtKIWPc0d3yZw5c6qg+LnnnlOFPgJ5HjFO6ExEREREQRuIGd17770qKDh79qz88ssvqpKfFhhp2TJXxmbZgszb5cuX1Trm4bIF1QORNQNk8nwV5jzT5hFD5tEeBFzowoiAF91AMdcZupAiO4iATMuu+ZuIMNtv6aRkkySyYAcRERERBUrVxPRCaXeMD8OCIGnGjBmq8iJKzLvbzZs39XV7Zd4BgRiKimjzpPmaTZs2yZdffqkHlqiuaA2KpqAEfosWLfQS+Bi/h6qRkydPVueIgAzPEV4DWxCsGQM2T4/rc0fXRK1yYpidoh5EREREREERiBmhaAdKy2NB90UEZO7OiGm0SoP2xrcBSt37mgsXLshjjz2msmEYZ4d53DCVgCVFihRRkz+b31+rVi1p27at6iKKechOnjwpP/30k5pj7eGHH7Z67OHDh8uHH34o/tQ1UaucmMX+y05ERERE5DE+nxbABMjodudOxjLy8fHxdrfXsj6ZM2cWX4KsFSabPn36tLo+YsQINf+ZNQg6rQVpgAwZKlZq0GXUFkyAfePGDX3xha6b9qomAseJEREREVFG84mMWHJysly5ckV1T0TXOU8zzsflSHdDba4zR7oxeguyehhPt23bNnX9tddeU3ONpVfTpk3VJNQYM4bKknhtUMbfWqZQyxb6Coe6JiZyLjEiIiIiCuKMGMYgoTw8sjSojIi5sDAeC1mehQsXeuy4yIjhWKBlk6y5du2aHohhompfgG6IKMihzWvWr18/t2YNEYhpwR4C5EAq1gFxiUleaQsRERERkUczYqNGjdIDGmRp7r//frtd6h5//HH5448/UpWs18ZhLVu2TC2dO3dWY5VslZdPT7CxZs0aOXz4sApsrB1j//79+rojZeE9DRmqHj16qPnWAOO4UFzDnTDWzF85NEaMGTEiIiIi8veMGCrlvfvuu/LNN9/It99+K2XLlrX7mK5du6oqfVoAZumLP+6bN2+emkfME5o0aaIuke3SuvdZsmrVKn29cePGktH69+8vM2fOVOsdOnRQY7qsdR10FbolArodaplDf+FI10RmxIiIiIgoo6X7G/zKlSv1+atatWolpUqVsrk9goglS5ao4AsLAi4UiUDFvjfffFMeffRR1XVQuw+BhtYFz51QJl8zZcoUq9knrWIjxq61bNlSMtKrr74qkyZNUuvIOs6ZM8ft2cJ169bJnj179GDV3UGeTwRiCRwjRkREREQZK93fsjdv3qyvo7uhPSh5Dlo27O2335Z9+/apCn3Dhg2TuXPnyu7du1VwpmXKxo0bJ+5Wr149VZgCMH/Whg0b0mwzevRo1TZAKX0UEzEPQrWAsnfv3uJJQ4cOlS+++EKtN2rUSH799VenC2UsWLAgVTdQc+im2a1bN/36gAEDxN84NEaMEzoTERERUQZLdzrln3/+0ddbt25tc1vMCYZFC7CQYfrkk0/SbFe6dGmZP3++1KhRQ2Xbli5dqsaOubt8/NixY1V3Q+wb2TwEhWgTriNzN3HiRLVdhQoVZPDgwS4fZ+rUqamu79y5U1/HWLjjx4/r18uVK6d3m9QgSNXm6ypatKgak3fs2DGbx6xYsWKawBETOWP/yDoiEMXkzwjmMKHz77//rk/oDCgGgu38jaPziBERERER+XUgduTIEXVZuHBhVfnQlj///FNdIiuDYMxWuXUUxmjfvr3K4iQkJKiAr0GDBuJOmMh41qxZ0r17dzXWDYGYOQRhixcvTlXy3ll9+vSxet/IkSNTXe/Vq1eaQAxj5TSYkNn8fksQqFnqJoqsFwI5W55//nk9++ZvwkORocR7zPo2HCNGRERERH7fNRHZFARVjpR2R5VCDebkeuCBB2xub6y+aKxe6E4oeLFr1y555ZVXVNCFUvoYD1anTh0VJO3YsUNlkQIBpgTAJMyY9BlFVXLmzKnGmOXJk0edL54DZCz/97//+dz8YI7Ce9HeODFWTSQiIiIiv8+IaXNsOZIx2rRpk94tsX79+nYLQWCcmOb69eviKSVLlpQxY8aoxRktWrSwOeZK48g2tmAsmruCTiyBLiI0RGJtdD/khM5ERERE5PcZsYiIiFQBmTXoUofsmQYZGHuQNdPExMSkq50UPCLDbY8TY0aMiIiIiPw+EMudO7fK+Bw6dMhuNsyYHUKxCHsw8bMGJe2JHGG/a2ISn0giIiIi8u9ADEU14MqVK2o8lTWYO8xIKx1vy4ULF1IFfERuCcRYNZGIiIiI/D0QQ/l3jVZi3dzVq1dl9uzZ+vgwVCvMmzev3X1v27ZNX0dxCSJ3lLCP5zxiREREROTvgViPHj30AGvRokUycODAVOPFzp49K507d1bzU2ll6/EYRxirLFapUiW9TaUgYW9SZ2bEiIiIiMjvA7EyZcqoua+0sV/jx4+XggULqqqIVatWVZMzr169Wg/W8uXLJ/369bO7X5Srx8THeBzKx+NxRI7gGDEiIiIiCvhADDD5L4IuLRhDhcOtW7fKvn371GTMoGXDMEdV1qxZ7e7z+++/19dbtmzpjmZSkGDVRCIiIiIKikAMEwNjrqv27dvrwZhx7iysY6LkyZMnq26K9qDwBzJrmk6dOrmjmRQkOKEzEREREQX8hM4aFN9YuHChbN68WRYsWCAHDx5U5edxO7opPvXUUw53L9yyZYt07NhRrYeGhsoDDzzgrmZSELA3Riye5euJiIiIKFACMQ3mB3NkjjBbWrdurRYiVzAjRkRERERB0TWRyJ/K17NqIhERERFlNAZiFHBYNZGIiIiIfJ1PBGLJycly6dIluX79ekY3hYIgEOOEzkREREQU1IHYjBkzpHnz5qqiYqFChVRhD5S2b9eunSr8QeSRjFhCMp9YIiIiIvL/Yh2jRo2S06dPq3VUO7z//vttbo9qio8//rj88ccfaUrd37lzR5YtW6YWlLr/6aefJCzM7TVFKIBxHjEiIiIi8nXpjnCio6Pl3XfflaSkJAkJCZFXX33V7mO6du0qy5cvV+uY5BmLMRgDXJ83b5707dtXpk2blt5mUhDhGDEiIiIiCvhADBM5JyYmqmCqVatWUqpUKZvbz5w5U5YsWaK21wKuChUqyIMPPijZs2dX848tXbpUYmNj1X0//vij9O7dW1q2bJneplKQYPl6IiIiIgr4QAwTOGvQ3dCe4cOHq0sEWQjG3n77bfn444/1wAyOHTsmbdq0kUOHDqnr48aNYyBGbpzQmWPEiIiIiMjPi3X8888/+rq9SZj//fdftWjdEZHl+uSTT1IFYVC6dGmZP3++hIaGqoANGTKMHSNyyzxiDMSIiIiIyN8DsSNHjqjLwoULq8qHtvz555/qUhsPNmTIEKvbVq5cWdq3b6/WExISUgV8ROnpmpiUbJLEJGbFiIiIiMiPA7Fz586pjFbx4sXtbrtmzRp9PVu2bPLAAw/Y3N5YfXH//v3pbCkFi8hw+29rZsWIiIiIyK8Dsdu3b6tLFNqwZ9OmTXq3xPr166sqi7aUL19eX+dkz+SoiFDbXROB48SIiIiIyK8DsYiIiFQBmTVnzpxR2TNNnTp17O4bWTNNTExMutpJwYMZMSIiIiIK+EAsd+7casyXVuHQVjbMOD6sXr16dveNiZ81UVFR6W0qBQl7Y8QgLjHJK20hIiIiIvJIIIaiGnDlyhXZsWOH1e0wd5hR06ZN7e77woULqQI+IndUTQSOESMiIiIivw7EGjdurK9/+OGHFre5evWqzJ49Wy9TX6tWLcmbN6/dfW/btk1fL1u2bHqbSkHC3jxiwDFiREREROTXgViPHj30AGvRokUycODAVOPFzp49K507d5Zbt27pkzjjMY4wVlmsUqVKeptKQYJdE4mIiIgo4AOxMmXKSK9evfSxX+PHj5eCBQuqqohVq1ZVkzOvXr1aD9by5csn/fr1s7tflKvfuXOnely5cuXU44jcFoglcB4xIiIiIvLjQAy++OILFXRpwRgqHG7dulX27dunJmMGLRv2v//9T7JmzWp3n99//72+3rJlS3c0k4JEZDjHiBERERFREARiOXPmlJUrV0r79u31YEy71NazZMkikydPVt0U7UHhD2TWNJ06dXJHMylIsGsiEREREfm6MHftCMU3Fi5cKJs3b5YFCxbIwYMHVfl53I5uik899ZTD3Qu3bNkiHTt2VOuhoaHywAMPuKuZFATCQjBpOH4AsL4NqyYSERERUUAEYhrMD+bIHGG2tG7dWi3ecuLECRk3bpwsXrxYTp06JZGRkapKY5cuXVTxEWTzXJWcnKzGuyFAxYIgc9euXRIfH6/uX7FihbRo0cLh/aHb59dffy1z5syRI0eOSFxcnBQvXlzatWsnL730kpQsWTLDzzmjoQsssmKxNsaBMRAjIiIiooyUyWTsQxiEUOmxe/fuEh0dbfH+ChUqqGAFBUNcMW3aNOndu7fV+50JxA4fPixt27a1Onl2jhw5ZMaMGaqLaEacM/aHbqo3btxQbclINT5cLjfupIxPtOTjTtWkRwPHglYiIiIiCm7RHvie65YxYv4KE1A/8cQT6onNli2bfPrpp7J+/Xr566+/5JlnnlHboIslsk3oZukKY5wbHh4u9957r1SvXt3p/eD4aIcWhKF9aCfai3aj/TgPnA+qTWbkOfvDOLG4hCSvtYWIiIiIyONdE/3JoEGD5M6dOxIWFibLly+Xhg0b6vfdd999Ur58eRkyZIgKTEaPHi1Dhw51+hiY/wxdAOvWrSs1a9aUqKgotZ9///3Xqf189tlnqh0watQoef311/X70G5k1Zo3b666Lr788suqeEpGnbM/TOocn8Ty9URERESUcYI2I4bxWtqE0X379k0VkGgGDx4slStXVutjx47VS/E7A+PlXnzxRWnQoIEKwlyB4yKYA7QH7TLXqFEjdR6watUqNRYto87ZPzJiDMSIiIiIKOMEbSCGyo6aPn36WNwmJCREevbsqdavX7+uxnNlBBwX/VEBk2ejXZYYx6LNnz/fr885vSLDbM8lxmIdRERERJSRgjYQW7t2rbrE5NK1a9e2uh26+2nWrVsnGdlW8/aYq1Onjl7t0FJb/emc0ysy3E5GLJFjxIiIiIgo4wRtILZv3z51icqAGC9lTaVKldI8xtv27t1rsT3mcB5apUNLbfWnc06viFB7gRi7JhIRERFRxgnKQCw2NlYuX76s1osVK2Zz29y5c6sMEmC+rYxw+vRpdYl25MqVy+a2mFMMLl26pOYY89dzTq/IcNtdE2NZNZGIiIiIMlBQVk00lmVHCXd7EJTcvn1bbt26JRnZXkfbqkF7MVGzcR/uPGcEesZgz9q8ZBkhe5Ttt/bV2ykTahMRERERZYSgzYhpIiIi7G6vBTMo+56R7XWmrebt9cQ5Dx8+XE1spy1aNs4X5M/23/NgyeVb/wWQRERERETeFpSBmLGMfHy8/cyIlvXJnDmzZGR7nWmreXs9cc5vvfWWquaoLb7UjTFfNtvB5uWbzIgRERERUcYJyq6J2bNn19cd6W6ILnqOdunzZHudaat5ez1xzsiaGTNwviSfAxmx5GSThIRk8lqbiIiIiIgk2DNiefPmTVUIw5pr167pQUlGdb3TimugHZjbyxYtK5U/f/5UQZK/nbOnA7HEZJPcuOOfk1UTERERkf8LykAMqlSpoi4PHz4siYmJVrfbv3+/vl65cmXJyLaat8cczuPIkSNW2+pP55xe+bPbz9RxnBgRERERBVwghnFIZcqUkTx58qjLmJgYpx4/evRo9VgsEyZMcHv7mjRpoi6R+dm2bZvV7VatWqWvN27cWDKC1lbz9pjbunWrnsmy1FZ/Ouf0yudAIHaJBTuIiIiIKNACsYULF8rx48dVEYcnn3xSsmTJ4tTj+/btqyr9oSve+PHj3d6+Tp066etTpkyxuE1ycrJMnz5drWP+rpYtW0pGaNGihapKCNOmTROTyWRxu6lTp+rrjzzyiF+fc3rlzWq/MuTlWyzYQUREREQBFogtXbpUX+/WrZvTj0cQ0LZtW7W+a9cuOXfunFvbV69ePWnatKlanzx5smzYsMFiVm7fvn1qfdCgQRIeHp7q/pUrV0qmTJnU0rt3b/EUlJt/6aWX1Dra8/nnn6fZBu3HeUDz5s2lbt26HjlnfxEVHmp3LrHLN1nCnoiIiIgCrGri9u3b1SW6FlarVs2lfSCg+OWXX9Q6utK1b9/erW0cO3as6nqHubJatWolb7/9tsoA4frMmTNl4sSJarsKFSrI4MGDXT6OMVMFO3fu1NeXLVumMoeacuXKpeqKqHn99ddl1qxZcvDgQRkyZIga54VMI8rLr1ixQoYNG6bGfeH6l19+meHn7Ctzid2MtT4WjmPEiIiIiCjgAjEEF8gUlS9f3uV9IBjQHDt2TNytVq1aKrjp3r27REdHq6DEUhsWL16cqvy7s/r06WP1vpEjR6a63qtXL4uBGI6PdiBLeOjQIRUwaUGTJkeOHDJjxgypWbNmhp+zr1ROPHr5v3L+5i4xI0ZEREREgdY1USsakTVrVpf3YZzD6ubNm+IJHTp0UF0fX3nlFRWAYCwbukXWqVNHBUk7duxQWSpfgHagPWgX2od2or0VK1ZU7cd5OJI19KdzTo982e1M6sxiHURERESUQTKZrFV+SKcCBQrIlStXpEaNGno3RVcKfqDABDJrX3zxhT5OinwTMmwoKoICLcjOZbQPft0t0zacsHp/9aI5ZdGLabOPRERERESe/p7rsYxYoUKFVHW/vXv36tkxZ23atElfL1iwoBtbR8HA3qTOzIgRERERUUbxWCCmzT+VkJCgSq47Ky4uTn788Uf9eoMGDdzaPgp89uYSu3Ir3upUAEREREREfhmIPfzww/r6+++/LwcOHHDq8ajYd+rUKdUtEVUXS5Ys6YFWUjBnxOKTkiX6jvWqikREREREfheItWnTRu699161fvXqVTUp8W+//Wb3cZjAGZUDv/32W/229957z1PNpACWL5v9SZ0vsWAHEREREQVS+XqYMGGCmgsMc1RduHBBOnbsKPfcc488+uijUrt2bcmfP79ERkaqQW8oyb569WqZN2+exMTEqC5jyIahWMdjjz3myWZSkGbEtBL25Qr8V52TiIiIiMjvAzEEW5gkGBMPIxhDcIWy6Vis0QIwwETDP/30kyebSAEsv50xYsCCHUREREQUUF0TNZjXavPmzSoo0wItrUCCtm5cIHPmzDJ06FBZvny5ypgRuSIqPFSyR9r+rYGBGBEREREFXEZMU6VKFRWMrVixQn7++WdZs2aNHDx4MNU22bNnV5URH3zwQXn66aclT5483mgaBUHlxJtx1gtyMBAjIiIiooANxDToaogFkP26du2aKlOfK1culQUj8kTBjmOXrc9jd/lmPJ90IiIiIgrsQMwI48CY9SJP46TORERERBSUY8SIMhIDMSIiIiLyRQzEKKgDMZSvJyIiIiLyNgZiFNQl7C/fiterdRIRERER+cUYsenTp6e63rNnT6v3pZdx30TOFOuwJT4pWaJjEyVn5nA+qURERETkNZlM6UgHhISE6JMv4zIxMdHifelupNm+yTdFR0dLzpw55caNG5IjRw7xBdtPXpNH/7fe5jZ/DW4uZfNn81qbiIiIiMi/eOJ7rlu6JhonY7Z0uzsWIlfktzNGDC5znBgRERER+VPXxGbNmlnNetm6j8hXinVo48SIiIiIiPwmEFu5cqVL9xF5S+aIUMkaESq345OsbnP5FisnEhEREZF3sWoiBbx8dionsoQ9EREREflVRsyW1atX6+s1atRQg9uIMmqc2IkrMVbvZ0aMiIiIiAImEGvRooUaIxYVFSVnz5711GGI0j1OjIEYEREREQVM18SIiAhV7bBSpUrMhlGGypfd9lxil1isg4iIiIgCJRArVKiQyojlypXLU4cgck9GjOXriYiIiChQArHy5curjNjp06c9dQgit3VN5Fx1RERERBQQgdjjjz+uLg8fPiyHDh3y1GGI0h2IxSUmy624RD6TREREROT/gVi3bt2kVKlSav2ll16S5ORkTx2KyKb8dsaIAUvYExEREVFABGLZsmWTWbNmSfbs2WX58uXSsWNHOXfunKcOR2RV/mxRdp+dyyzYQURERESBNI/Y6NGj5dVXX5UlS5ZImTJlpF27dtKkSRMpW7asCtJCQhyLBZs1a+applKQV00ElrAnIiIiooCaR0yDYghxcXEyf/58tTgD+0lM5Bgeck2WiDDJEhEqMfFJVrdhIEZEREREAdE1UaNVo0MwpQVmuM3ZhSg9WMKeiIiIiIIiI1aiRIlUGTGijJQvW4ScvBpj9X5O6kxEREREARGIHT9+3FO7JvLIXGJERERERAHTNdEfnDhxQgYPHiyVKlWSrFmzSp48eaRu3bry2WefSUyM9SyKs5YuXSqPPPKIFCtWTCIjI9UlruN2W6ZOnap37XR06d27t8V9Ofp4jPELJPmz2w7EWL6eiIiIiAIiI+YvFi1aJN27d5fo6Gj9NgRfW7duVcukSZNk8eLFUq5cOZePgTnUnn32WZk8eXKq28+cOaOWBQsWSL9+/WTChAkOV5G0p2LFim7ZT6BgRoyIiIiIfElQB2I7duyQJ554Qu7cuaPmPXvrrbekZcuW6vrMmTPlu+++k4MHD6qS+wjKUG7fFe+8844ehNWqVUuGDBmiyvcfOXJERo0apdqBgC9//vwybNiwNI/v1KmT1KlTx+5xHn30UTl06JAK5nr06GFz2+eff14GDBhg9X5kBgNJvuz2uyaiKAzHNRIRERGRXwdi9913n7qsV6+ejBgxwqV9vPfee7Ju3Tr15fivv/5ycwtFBg0apIKusLAwNel0w4YNU7W/fPnyKmhCMIb50IYOHer0MfDYzz//XK0jmML8apkzZ1bX0f3x4YcflubNm6tAD10hn3766TTZt1y5cqnFln379qkgDBBMotujLQUKFJBq1apJsMifzfZcYrEJyXI7PkmyRQb1bxNERERE5O9jxFauXCmrVq2SXbt2ubyP3bt3q/1gcbfNmzfLmjVr1Hrfvn1TBWEajBurXLmyWh87dqwkJCQ4fZwvv/xSnwPtq6++0oMwTZYsWdTtgO2++OILl85n+vTp+nrPnj1d2kcwd02EyzdZsIOIiIiIvCNoi3VgXJamT58+FrdBFz8tqLl+/bqsWLHCqWOgq9uvv/6q1lEIpEGDBha3w+3amC5s7+y8aRiDNmPGDLWOLpadO3d26vHBwKFAjJUTiYiIiMhLfDoQM04G7W5r167Vx0LVrl3b6nboNqhBN0lnHDt2TM6ePZtmP7aOg+Idzpb+R4B46tQpfZxYoI3v8sYYMWAgRkRERETe4tOB2LVr19SlJwILjKkCjMfCGDFrkMkyf4yj9u7da3E/7j6OsVtir169HHrMnDlzpEqVKqprJIqQYDwcHuts1s9fZI0IlczhoTa3YQl7IiIiIvIWn61MgHLy27dvV9mwokWLunXfsbGxcvnyZbVur6hF7ty5VSB4+/ZtPevkqNOnT+vr9o5TvHhxfd2Z46Bdv/zyi74PFOpwNkiEw4cPqwVBHao0Yu6ynDlz2txHXFycWjTGKQB8Dd5H+bJHyKmrd6xuc+lWvFfbRERERETByy2BGCoBWnP16lWb95t3RUQVQwQEU6ZMUUEGvkCjuqA73bx5U1/HmCp7tEDs1q1bHjuOMevnzHEQhGnbo2S9vW6cyIChUuP999+vsnBo16VLl1RhlfHjx8uVK1fU+LmOHTvKH3/8IeHh4Vb3NXz4cPnwww/Fn8aJ2QrE2DWRiIiIiPwqEGvRooXFAACB1ZYtWxzO0liDku7uzohpIiJslzWHyMiU8UUIEj11HO0Yzh7nhx9+cKpaIsagWSqF/+CDD8qLL74obdq0UfOaITD79ttv5aWXXrK6L8y79uqrr6bKiBkze343qTOrJhIRERGRP44RQ+ClLZZuc3ZBcPf222/bLXThrKioKH09Pt5+dzSt+5156Xl3HsfYxc/R46AQiDa/Wv369fXKi7bYmo+sYMGCMnfuXD0LppXVtxU85siRI9Xiy+wGYqyaSERERET+lBErUaJEmozYiRMn1G34so4v+I5AuXh00StUqJDce++90rVrV6lRo4a4G4pTONMNEN0SHe3G6OpxtGM4c5wff/xRla5359xhZcqUUdmxJUuWqC6iCPaKFCkiwTCp82WOESMiIiIifwrELJVbR1CldVvEl3pfgkxV3rx51XgoY0ENa5UbtSDJ2W53xgId9o5jLNDh6HG0bono9vjkk0+Ku6CaovaaoStjwARidkrYMyNGRERERAFRvt7ZiYm9CcEGIOuTmJhodbv9+/fr65UrV3bpGOb7ccdxUFFy9+7dar19+/aSJ08ecRdPzNvmD10TY+KT5Hac9fcCEREREZHPB2KYzBgLyqD7oiZNmqhLZLu2bdtmdTsUrdA0btzYqWOULl1azyYZ92OJVlkSpfpLlSrl1Nxh7uqWaKm0faBkw4CTOhMRERFRwAdiJUuWVEuBAgXEF2GuLA1K5VuC8VdawIMiF85Wf0RmCWXgtYzXxo0bLW6H27WMGLa3l5FCBu/nn39W6/ny5ZO2bduKuyB4Rtl6KFu2rNvncPPljBiweyIRERER+X3XREsOHDiggghU5Pvkk0/ko48+koxQr149adq0qVqfPHmybNiwIc02o0ePln379qn1QYMGpZlTa+XKlSpowtK7d2+Lx3n55ZclNDRUraM8vHlpelzH7RAWFqa2t2fZsmVy8eJFtY6CJrbm+jJatGiRzW6YFy5ckM6dO+sVHgcMGCCBJJ+dYh1w6SYndSYiIiIiPynW4cjExuPGjVMTBqMKn7n3338/zW0oPnHy5EkV5MyePdsjmZmxY8eq7oYIhlq1aqVK5SPrheszZ86UiRMnqu0qVKgggwcPdukYeOzrr78uI0aMkK1bt6rjvfHGGyrbdOTIERk5cqSatwuwXfny5Z3qltirVy+H24KALyEhQQVbDRs2VF0gUSr/8uXLKqicMGGCWte6bg4cOFACSbbIMIkMC5G4xJRKk5YwI0ZEREREARGIbdq0SWVtUM7eUgEPa93wGjVqpAIw3I/AA5MHu1utWrVk1qxZ0r17dzUZMQIxS4HU4sWLU5Wid9ann36qMljff/+9CrosVTjs27evyhDac/36dZXZgqpVq0rt2rWdagsCYWQjbc0RhkBt0qRJqSaZDgR4L6F74pnr1ifMZiBGRERERH7fNRGV/ZBpQhCmTdJcrlw5NT7LXhEIZHq0Lnfz5s3zWBs7dOggu3btkldeeUUFXVmyZFHjwerUqaNnq9Dm9EApf3R/RECHMWA4d5ScxyWuo1Q8Ah+t5L8tc+bMkdjYWLXeo0cPp9oxbdo0+fDDD6V169bqXFFpEd0hcb7Vq1eX/v37y/r169WkzrYmfvZnLGFPRERERL4gk8lDNeYxFgkZm0OHDqlMBCZmRtdEjM2CNm3ayO+//67uS0pKsrgPBAzLly9XAQoySu4s0U7uh6xizpw55caNG5IjRw6ffIr7Tdsqf+67YPX+1lULyfgezmUZiYiIiCiwRXvge67HMmKYbFgLwtAFcO3atXoQ5iiMYwLEishaEaVX/uy2C3ZcuhXHJ5mIiIiIPM5jgdiCBQv0dWTC0OXPWdWqVdPXMfEykadL2HOMGBERERH5dSC2c+dOdYm5xDDeyhXGrogoUkHk8UDsJjNiREREROTHgdilS5dUt8TSpUu7vA8UktDYmv+KyF2B2O34JLnC7olERERE5K+BWFRUlLqMi3M9w6DNaQUs1EHuUDR3ZrvbHDh/k082EREREflnIFawYEFVZAMFO9IzB5mmePHibmoZBbMKBbOJlanrdPsYiBERERGRvwZiWsVDZLVQMdFZ6Ir4888/q/XQ0FBp0qSJ29tIwSdLRJiUzpvV5jb7z0V7rT1EREREFJw8FohhomLNkCFDrM4VZs2wYcPk1KlTapzZ/fffL9mzZ/dAKykYVSps+7207zwDMSIiIiLy40CsZs2aehfDxx57TE2EZg+6MyII++ijj/Tb3nvvPU81k4JQpUK2J+E7eOGWJCYle609RERERBR8/itL6AHfffedtGjRQmJiYmThwoVSrlw56d27t7Rs2VJu3vyvIMKOHTvkwoULsnHjRpkxY4YcPXpUBWTIhg0cOFAaNWrkyWZSkKlUyHZGLD4xWY5fuS3lCjALS0RERESekcmEiMeDli1bJl26dJFbt26pwMpIO7S12zt37iyzZs2SkBCPJe7IjZDxzJkzp9y4cUNy5LCddcpIp67GSNNRK2xu81XXWtKhRhGvtYmIiIiIgut7rscjnNatW8v27duladOmKsDSFi0Aw2K8HUu2bNlkxIgRMmfOHAZh5HZFc2WWbJG2k8H7OU6MiIiIiPy1a6IGXRJXrVolmzdvlh9++EHWrFkje/bsSVXAI0uWLNKgQQN56KGHpF+/fpI7d25vNI2CUEhIJtU9ceuJa1a32XeOc4kRERERkZ8HYpp69eqpRYPU3u3bt1WaL2tW2yXFidxdOdFWIMYS9kREREQUMIGYOQRgWIh8rXLi2RuxciMmQXJmCfdam4iIiIgoeLAKBgWlynbmEgOOEyMiIiIiT2EgRkGpop2MGOw/z3FiREREROQZDMQoKKFqYok8WWxuw4wYEREREfn9GDFUTVy3bp3s27dPrl+/riZ5dnQKM5S4/+uvvzzeRgouqJx48mqM1fv3snIiEREREflrIIYJmd944w05deqUS49HsGY+4TORO1QqnEOW771g9f6D529KUrJJQkP4/iMiIiIiP+qa+N5770m3bt1UEGY+abOjC5GnVC5ku2DHnYQkmxkzIiIiIiKfy4j9+eef8umnn/53oLAwue+++6R+/fpSqFAhNYEzUUZnxOzBfGKl83GOOyIiIiLyk0Ds66+/VpfoVli9enWZO3eulCtXzlOHI3IainVkDg9VmS9r9p2/KW2qF+azS0RERET+0TVx06ZNKQcICZH58+czCCOfg7FfFe10T9x3Ltpr7SEiIiKi4OGxQOzq1asqG1ajRg0pXbq0pw5D5NGJnVnCnoiIiIj8KhDLnTu3usyZM6enDkGUbpXsTOx86uoduRmbwGeaiIiIiPwjEKtdu7aqenjixAlPHYLILXOJ2XPwwk0+00RERETkH4FYz5491eWxY8dk586dnjoMkUczYrCPEzsTERERkb8EYl26dJGmTZuqrNhzzz0nMTGcj4l8T84s4VIkZ5TNbViwg4iIiIj8JhBDoY5ffvlFFevYvHmzNGvWTLZu3eqpwxG5rLKd+cT2n2fXRCIiIiLyk3nEIG/evLJ+/XoZMmSIfPvtt2oy56pVq0qDBg2kQIECEhER4fC+3n//fU82lYJYpcLZ5a/9F63ef+D8TUlONklISCavtouIiIiIApdHAzE4d+6c3Lx5U2XIkpOTZffu3bJnzx6n9+PJQAwFRcaNGyeLFy+WU6dOSWRkpJQtW1Z1rxw4cKBkyZLFLcdZunSpTJw4UbZs2SKXLl2S/PnzS926deXZZ5+VNm3a2Hxs7969Zdq0aQ4dB+PySpUq5RPnHAjjxG7FJcqZ63ekeJ7geU6IiIiIyI8DsVWrVsnDDz8st27dUtcRjGHMGBZn4HGesmjRIunevbtER/83cS/Gs6EbJZZJkyapYKVcuXIuHwMBKIKtyZMnp7r9zJkzalmwYIH069dPJkyYoCbA9jRvnHMgzSWmjRNjIEZEREREPh+IHTlyRNq2bSt37tzRb8uRI4caM1aoUCGfyLjs2LFDnnjiCdXGbNmyyVtvvSUtW7ZU12fOnCnfffedHDx4UNq1a6cClOzZ7X9ht+Sdd97Rg7BatWqprprIPuE5GjVqlGoHgh9kyIYNG2ZzX0WKFJHff//d5jZFixbN8HP2J6XyZpWIsBCJT0y2WTmxVdVCXm0XEREREQUujwViI0aMUF/ukc1CAIZucE8++aSEh4eLrxg0aJBqY1hYmCxfvlwaNmyo33ffffdJ+fLlVdCEwGT06NEydOhQp4+Bx37++edqvU6dOrJ69WrJnDmzuo5uicgYNm/eXAU9n332mTz99NM2M1F4/qpVqya+fM7+Jiw0RCoWzC7/nrlhdZv95//LHhIRERERpZfH+sH98ccf+jqqJ/bo0cOngjBUclyzZo1a79u3b6qARDN48GCpXLmyWh87dqwkJCQ4fZwvv/xSEhMT1fpXX32lB2EaZAZxO2C7L774Qvz9nANxYmdWTiQiIiIivwjEzp8/r7Jh6IKHrm++BuOyNH369LG4DcZraRNTX79+XVasWOHUMTAW7tdff1XrlSpVUtUiLcHtFStWVOvY3tkxdL50zv6qkp0S9sev3JaY+JSAmoiIiIjIZwOx3Llzq8sSJUqIL1q7dq26zJo1q9SuXdvqdug2qFm3bp1Tx0D1wrNnz6bZj63joHjH8ePHxV/P2V9VtpMRQ2x88EJK0RkiIiIiIp8NxJAJQ2bnypUr4ov27dunLjEeC+OlrEEmy/wxjtq7d6/F/aTnOHg+EShhjjaUnC9cuLA89NBD8vXXX6vKhxl9zv6qop1ADLaduOaVthARERFR4PNYIIbKfIB5wy5cuCC+JDY2Vi5fvqzWixUrZjezhwwSYL4tZ5w+fVpft3ec4sWL6+u2joOpAFDw4+rVqxIfH6+6gKLoxosvvigVKlRQE2h765zj4uJUCXzj4q/yZouUAtkjbW7z937feh8TERERkf/yWCCGCYjLlCmj5tBCFT5fggmmNSjhbo8WlGjzoXniONoxrB0H4+0wluzTTz9VE0Nv375dBV2Ye6xevXp6t8ZWrVqpEvXpaYuj5zx8+HDJmTOnvhiDSX9Up1RKd1prNh29KtGxwVG8hIiIiIj8NBDD/FPz5s1TXeh+/PFHee6551LNKZaRkB3SRERE2N0eXQDB2fY7cxztGNaOg2qKGzZskLfffltat26t5iND1UNMFL1x40Z1O9y+fVtNDm1e8MMT54w5yG7cuKEvzmYMfc19lQravD8x2SSrD17yWnuIiIiIKHB5bB4xdJ+DMWPGyMsvv6wmCkYZe8wlVr9+fSlYsKBDAYGmWbNmbmtbVFSUvo7uffagCx6Yl55353G0Y1g7Tq5cuaw+FtkyZMo2bdokf/31l54ta9y4sUttcfScEawZA0h/17JifsmUKaUwhzV/7bso7e8p4s1mEREREVEA8lgg1qJFCxUgaJChwRilb775Ri3OwH60ubjcla3TONLdEFkmR7v0uXoc7RiuHEfTv39/FYjBqlWrUgVi3jpnf4ZxYveWyG2zKMeKAxclMSlZTQJNREREROQqj3+b1LrIIZjCguuuLO6E7BC6TJoX1LDk2rVrelDi7BgoY1EMe8cxdutzdaxVlSpV9HWMF8uIc/Z391cuYPP+6zEJsuPUda+1h4iIiIgCk8cyYpg/zJgR8zUIWtasWSOHDx9W2TZr5dz379+vr1euXNnpY1jaj7uPo7H3fHvjnP3dA5ULyqhlB2xu8+e+C1K3VB6vtYmIiIiIAo/HAjFPTUrsLk2aNFFBCTI/27ZtU+PWLEEXP42xq58jSpcuLUWKFFGTOhv3Y2tMXdGiRaVUqVLiCuO8ZThuRpyzvytfIJsUz5NZTl29Y3Oc2FttgitAJSIiIiL3CtqBLp06ddLXp0yZYnEblN6fPn26XiyjZcuWTmeoOnbsqGeZUN3QEtyuZaGwvauZRJSy12DS54w4Z3+H5/5+O9UTD1+8JSeu/Demj4iIiIjIWUEbiGHuraZNm6r1yZMnq9Lw5kaPHi379u1T64MGDZLw8PBU969cuVIf+4Z50yxBxcjQ0FC1jkmXzcvB4zpuB3QVxPaWArVz585ZPReMoXv33Xflzz//VNdr1KhhMZPljnMOlu6J9vy576JX2kJEREREgSloAzEYO3asKs+O8VKYCBkTFCPoWbFihapAqE1EXaFCBRk8eLBLx8BjX3/9dbW+detWFSDNmjVLreMS17EO2K58+fJp9rFs2TLVzREZLVScRPswaTPaOnHiRDWfGMrXQ5YsWdRUAdayat44Z39Xr3QeyRZpu9fuX/sueK09RERERBR4PDZGzBaMUTp27Jiqzof5qtAFLn/+/FKyZEmvtgOTIiMY6t69u0RHR+uTIhshIFm8eHGq8u/OQpB08eJF+f7771UAhbnUzPXt21c++eQTq/vA8/Trr7+qxVaBlJ9++knq1q2b4efszyLCQqRZhXyy5N/zVrfZfOyqRMcmSI6o4MsYEhEREZEfBWIoWIExTAsWLFBFJTAWyVzu3LlVQYl+/fpJu3btvFJ1sUOHDrJr1y6VKULwgdLumGi6XLly8vjjj8sLL7ygskzpERISoroCdu7cWWWwtmzZouZUy5cvnwqakIlq06aN1cf36dNHTYCNroRoK4K6K1euqK6M2Me9996rzqNbt26pJm7OyHP2dxgnZisQS0w2yeqDlzi5MxERERG5JJPJ3ZN0mUHAhe5vH3/8sSQkJKjbjIfU5hYzXoeaNWuqohFVq1b1ZPPIjZBhy5kzp9y4cUNy5Mjh18/t1dvxUueTPyTZxl/HI7WKyhdP1PRms4iIiIgoQL7nenSMWFJSkjz22GPy/vvvS3x8vLrNPO6zdB0LuvChuATKrRN5W56sEXJvidw2t1lx4KIkJqXN7BIRERERZWgghsIP6IqoyZYtm+qGt2jRIjXP2K1bt1SAhm52mzdvlq+++kqf2wqZMVQURDc6dJ0j8rb77VRPvB6TINtPXvdae4iIiIgocHisayLmxbrnnntUVgwQUGF8VIECBew+dt68eap4xc2bN9V1jH364YcfPNFMcqNA6poIhy7clAe/SJlo25r+zcrIW205uTMRERFRIIv2p66JGN+FEunQvn17mT9/vkNBGKCoBUq2Y/4txIlz5sxR2TMibypXIJuUyGO7aMmfLGNPRERERL4UiC1fvlzvYvj11187XQGxQYMG0qtXL7WOIh+YPJnIm/Cevb+y7R8Pjly6Lccv3/Zam4iIiIgoMHgsEDt16pT6Iouqh8WLF3dpH23bttXXT5486cbWETlext4eZsWIiIiIyGcCMfSfBMxz5SrjY9Evk8jb6pXOI9kjbU+3N3fb6TTVP4mIiIiIMiQQy5Mnj/pymp6Kh2fOnEm1PyJviwgLkWYV8tvcZv/5m7Lu8BWvtYmIiIiI/J/HArEyZcqoy8OHD8vu3btd2geqJ5rvj8jbHqhiv8jMd2uOeqUtRERERBQYPBaIGcd3PfPMM2pOMGf8+uuveiCWNWtWadasmdvbSOSIh6oWkpyZw21us+rgJTl4IWW6BSIiIiKiDAvEevfurQIowGTNzZs3l3///dfu4zDv2JgxY+SJJ55Q11HwA3OKRUREeKqpRDZliQiTbvVL2H2WJjErRkREREQZPaEzIKB67bXXVDCFw4SEhKiArE2bNlK9enXJmzevCrAwcfOxY8dUwIYs2Pnz5/XiB8WKFZNdu3ZJrly5PNVMcpNAm9DZ6EJ0rDQZ+bckJFn/c4kIDZG1b7aUAtmjvNo2IiIiIvK/77m2y8Gl06uvvqoKbnzxxRcqGEtOTlbzgdmaEwwBmDbnWMGCBdV8ZAzCKKMVzBElD9coKvO2Wy8+E5+ULNPXn5DXHqro1bYRERERkf/xWNdEzejRo2XWrFkqqNICLS3bpa0br2uXjz32mMqEVapUydNNJHJIv6al7W7z46YTEhOfyGeUiIiIiDI2EIPHH39cTpw4IT/99JN06dJFSpYsmWbepaioKGnUqJG88cYbsn//fpk9e7bkz2+7bDiRN1UunEOalrc9L971mASZt831KRuIiIiIKDh4dIyYvaIc169fl7i4ONXfUivsQf4rkMeIGasj9vp+s81tSuXNIn8NbiGhISldbImIiIjIv0V74HuuVzJiloSGhqpiHUWKFGEQRn6jWfl8UrFgdpvbHL8SI3/uu+C1NhERERGR/8mwQIzIH6npFBwYK8ZS9kRERERkCwMxIid1rFlE8mePtLnNluPXZMfJa3xuiYiIiMj75estOXDggGzfvl0uX76s+liipP3777/v7WYQuSwyLFR6Nyoln/1+wOZ2E1cflW+71+YzTUREREQZU6wDEzaPGzdOxo8fL2fPnrVYuMPck08+KSdPnlRdwVBBsWjRop5uJqVTMBTr0FyPiZeGw/+WOwlp37tGP/WrL43K2a60SERERES+zS+LdWzatElq1Kihsl4Iwoxzh9mKAVHKfuPGjWqZPn26p5tJ5JRcWSLk8TrF7G73zoLdEmsnWCMiIiKi4OPRQAxdEFu1aqXmENMCr3LlykmnTp1UtURbevXqJeHh4Wp93rx5nmwmkUueblxaMtmpUH/s8m35ZsVhPsNERERE5J1ALDExUbp27aq6JULNmjVVduvgwYPyyy+/SPXq1W0+Hqm/li1bquBt586dcvXqVU81lcglpfJllbbVC9vd7tuVR+TghZS/AyIiIiIijwZiP/zwgxw6dEiN8apVq5asXbtW6tWr59Q+GjZsqC4RjO3atctDLSVy3ZutK0nm8FCb2yQmm+StX/6V5OQMmTudiIiIiIIpEFuwYIG+jiIdWbJkcXof1apV09cPH2b3LvI9xfNkkVcfrGB3u20nrsnPW056pU1EREREFMSBGLoTQsmSJaVOnTou7SNPnjz6+vXr193WNiJ36tO4lFQtYr96zoil++VidCyffCIiIiLyXCB26dIl1S2xdOnSLu8jLCws1ZgzIl8UFhoiwx+tLiF2CnfcjE2UDxft9VaziIiIiCgYA7GoqCh1GRcX5/I+MOmzpewYka+5p1gu6d3I/o8Oi/89J3/vv+CVNhERERFREAZiBQsWVEU2ULAjPXOQaYoXL+6mlhF5xuBWFaRIzpQfIGx5d/5uuXo7ni8DERERURDzWCCmVTxEVgsVE52Frog///yzWg8NDZUmTZq4vY1E7pQ1Mkw+6vhfgRlrzt6Iled+2CZxiZzomYiIiChYeSwQ69ixo74+ZMgQSUpy7kvnsGHD5NSpU2qc2f333y/Zs2cXT8GE04MHD5ZKlSpJ1qxZVTfIunXrymeffSYxMTFuO87SpUvlkUcekWLFiklkZKS6xHXcbs+FCxdk0qRJ0q1bN6lSpYpky5ZNIiIipHDhwtK6dWuZOHGi3Llzx+5+8Hw6srRo0cJNZx1cHqhSUNpUK2R3u83Hr8o783errDERERERBZ9MJg9+E7z33nvln3/+UesPP/ywTJs2TXLkSKku16ZNG/n999/Vl35jkIbmDB8+XN5//31JTk5W969Zs0YaNWrkkTYuWrRIunfvLtHR0Rbvr1ChgixevFjKlSvn8jFwHs8++6xMnjzZ6jb9+vWTCRMmSEhI2tj4u+++k+eff95uMFu+fHmZO3eu3HPPPVa3wfPpiObNm8vKlSvFGXgOMRH3jRs39Nc5GF2IjpUHRq+Sm3H2C8y82aaSPNe8rFfaRURERESu8cT33P/KEnoAAghkVpBVWrhwoQpmevfuLS1btpSbN2/q2+3YsUNlfDZu3CgzZsyQo0ePqoAMQcPAgQM9FoThuE888YTKJCHD9NZbb6m24frMmTNV+w8ePCjt2rWTrVu3upyVe+edd/QgDJNbI0NYtmxZOXLkiIwaNUq1A9mu/Pnzq0ygOTw3CMKQAWvfvr20atVKKleurNqDfaCdy5cvV+PxHnjgAdm+fbvKttmCwG7AgAFW70dmkFxTMEeUDGlTSd5bsNvutiOX7Zcy+bJKq6r2s2hEREREFDg8mhGDZcuWSZcuXeTWrVtpsjHaoa3d3rlzZ5k1a5bFLJE7NGvWTGXbUCZ/9erV+rg2DbomImiCDz74QIYOHer0MRDIVa1aVY15w3xqOE7mzJn1+xGkIvuEQA/t2LdvX5rs2xdffKGCMXSfRLBmCe4bM2aMWu/Tp498//33FrfTnmtXz8cWZsT+k5xskt5Tt8jqg5fsPm9ZIkJlznMNpWqRnG59PYiIiIjId7/nemyMmAbjl5Chadq0qQqwtAW08UjG27EgOzVixAiZM2eOx4KwzZs3qyAM+vbtmyYI04IbZJ5g7NixkpCQ4PRxvvzyS30OtK+++ipVEAZZsmRRtwO2Q9Bl7pVXXlHPh7UgDNCdE+PF4JdfflHdISnjhIRkkq+61pIy+e1nFmPik+SZaVvl4k1O9kxEREQULDweiAEyPKtWrVJdD9HVEGOYEGAZgzIEJPfdd5+MHDlSFc/QMlGesmDBAn0dGSRL0MaePXuq9evXr8uKFSucOgbO7ddff1XrKATSoEEDi9vh9ooVK6p1bO9KkhLdFhs3bqzWEalfuXLF6X2Qe+XMHC7f96orubKEO1RJ8Znp2+SWA+PKiIiIiMj/eXSMmLl69eqpRYOA4fbt2yrN5+0xSVpJfRy3du3aVrdDt0HNunXr1PgsRx07dkzOnj2bZj/WjnPgwAE5c+aMHD9+XEqXtj85sDnj5Nko+U8Zr1S+rPLtU7Wlx+RNkphsO8D+59R1eeq7jTKlTz3JkzXCa20kIiIiogDNiFmDAKxIkSIZUhgCY7G0bB3GZlmDTJb5Yxy1d+9ei/tx93EA3SY3bNigT6aNEvy2oNsnyuAjE4miH6i42KtXL6ezfmRfw7J55dNH7M8vBv+cviFdJmyQczfsT0VARERERP4rQwOxjBIbG6smmgZ71QVz586tB4qY18wZp0+f1tftHad48eL6urPHAcwjpp3T448/7lCQiIAPFSJRSOXw4cMyffp01T0Uc5shW+lIBg4DF40LWfZE3RLyTFPHspyHL96Sx77dIEcv3eLTSURERBSgvNo1ES5duuTQxMOASY+R3XE3Y+l8FAaxB4EYulAiYPHUcYxZQWePg3L/KJGvHQdl+K1BBgxzumGSbGThsD1eE4zhGz9+vBpbhvFzmJD7jz/+kPDwcJsFQj788EOn2hrM3mxTWY5eui1/7b9od9sz1+/I4+M3yLSn60m1oqymSERERBRo3BaI/fjjj/p4qFKlSqmS9Zag+AXmvHI0ENuzZ49L46XsZcSMRS4caQc4GkC6chztGM4eB+XvH330UT2DhQqM6O5pDcag5cqVK83tDz74oLz44otqom3Ma4bA7Ntvv5WXXnrJ6r4Q8L366qv6dWTEjJk9Si00JJOM7VpLHvt2vew//1+Qbs2V2/HSdeJGmdy7rtQrbburKREREREFYddEdHPDRM34Yv7uu+/a/TJuXq7e2oJA5rXXXhN3i4qK0tfj4+MdLoJhXnrenccxFtpw9Dgod49uiP/8848+STNeB1ssBWEaZB/nzp2rZ8G0svq2gkfMo2BcyLZskWEqsCqex7HX+GZcoir0MWer891ViYiIiCjAA7FPP/1Un7cKc15ZmpPLnPkkztagmxwmRXYnFKdwphsguiU62o3R1eNox3D0OAhUEXQtWbJEXUcG8uuvv5b0KlOmjMqOAcaNaVlOcp+iuTLL3OcaScWC/70/bIlLTJbX5+6SV2ftlNssb09EREQUENIdiCGA0ObkwjinN9980+HHokKfteWFF17Qt5s2bZq4EzJVefPmTVNQw5Jr167pQZKz3e6MBTrsHcdYoMOR42A+thkzZqh1dCdE11B3TX6NaorGrozkfgVzRMms/g2kVgnrGUpzv+w4Ix2+Xit7z7IoChEREZEE+xixxYsXqzFNyHA9/fTTqsqgo2zNrYW5vVDFDwUvUGodWTd3QrCxZs0alfVBFz9rJez379+vr1euXNnpY1jaT3qP88Ybb6jxW9CsWTOZN2+ezaIaznI0W0npkytLhMzoV1/6/7BN1hxKqXhpD4p9dPrfOnm/fRV5qn4JvlZEREREfirdKRRMcqxBNT53Qfe8du3aqS54R44cUZkpd2rSpIm6RLZr27ZtVrdD0QpN48aNnToGioxohTOM+7Fk9erV6rJo0aKq2Ik1n3zyiYwaNUqt161bV3777Tenx645M/+ZrcIflH5ZIsJkUq860q56YYcfE5+YLO8u2C0v/LRDrsfYH+NIRERERAEYiKHCntbdr2nTpuJO9evX19dtBUuu6NSpk74+ZcoUi9tg3BuyclqRi5YtWzqdWUIZeC3jtXHjRovb4XYtI4btrWWkxo4dK++9955ar169uixbtizVODR3OHbsmCpbD2XLllWBIXlWZFiojOtaS7rWK+HU4xb/e07uG71KZm89JcnJJo+1j4iIiIh8MBA7ceKEPh7Knd3jtEDAU2OV6tWrpweOkydPlg0bNqTZZvTo0WrSYxg0aFCa81u5cqUKmrBYq1b48ssvS2hoqFpHeXjz0vS4jtsB3SOxvSUIFlEIBSpUqKCCpTx5nCtpvmjRItUN05oLFy5I586d9QqPAwYMcGr/lL7S9sMeqSYv3lfOqcddvR0vQ+bukscnbODYMSIiIqJgGiN2/fp1FYgUKFDAoe1RiKJixYoObWssh+7urolahgndDREMtWrVSt5++22V9cL1mTNnysSJE/XAZ/DgwS4dA499/fXXZcSIEbJ161Z1PIzxQpCJLpcjR47Us4rYrnz58mn2gWIozzzzjOqmiecE7cYkzFhsdYs0ThINCPgSEhJUsIXKlugCiW6Nly9fVkHlhAkT1LrWdRMFQch78Hc0uFVFqVEsl7w29x+5HpPg8GO3nbimCnn0alhKXnmwvGSPcu+PIkRERETkY4GYNmmxo9kwLbhxhFYS35XJlB1Rq1YtmTVrlnTv3l1NRoxAzFIghYIk6ekCiEIjFy9elO+//14FXU8++WSabfr27avGf1mCQCwpKUmto52okmgPKk+2aNEize0oR4/5wWzNEYZAbdKkSakmmSbveaBKQVnyUlN56ecdsvWE4z9AJCWb5Pt1x+S3XWfltVYV5ZF7i0p4qHsqaRIRERGRe6X7W5rWPc5WdsZVV65c0dedqcbojA4dOsiuXbtUtz8EXVmyZFHjwerUqaNnq8qVc667mDmUlUf3RwR0GAOGAhgRERHqEtcxFxgCH3eVn7cG0wB8+OGH0rp1a3WueO3QHRLnizFn/fv3l/Xr16tJnW1N/EyeVyRXZpn5bAMZ2LKsOFvE8uLNOBkyb5c8MGaVzNt2WhKT/vtBg4iIiIh8QyYT+rulA77A79mzR3WZQ/dBd5Y+xxgtdNfDPpG5euyxx9y2b3I/ZOty5swpN27cSNWtlNJn9cFL8ursnXL5lmsVEkvnyyqD7i8vHWoUUWPRiIiIiCjjv+emOwWjjWnCfF9btmwRd/r777/THIco2DSrkF+WDGoqzSvkd+nxxy7flpdn7ZRWX6RkyOISU7q5EhEREVHGSXcgdv/99+vrM2bMEHc5d+6cGucEefPmlRo1arht30T+pkD2KJnap6580+1eKZjDtbF7Ry7dlsFz/pHGI/6WMX8clIvRKeM7iYiIiMgPAzFUGwT0cEQhjpMnT7qjXfLRRx+pQiDolvjggw+6ZZ9E/gx/C+3uKSx/DW4hzzQt7XI3Q3RxHPfXIWk04m9VEGT7yWvq75eIiIiI/GiMmDY58sKFC9X6PffcI6tXr05X30kUlejTp09KAzNlUmXfUeGQfBvHiHnX/vPR8t6C3bLlePqndqhWNIc8dm8xNY4sbzZWyyQiIiLy9PdctwRi//zzj9SuXVv9qo6lWrVqMn36dKlZs6ZT+0GJdmTChg8friYeRhCGIG/evHnpbSJ5AQMx78Pf2y/bz8iIZfvl0s24dO8vLCSTtKhYQDrfW1Tuq1xAIsNSJiMnIiIiCmbRvhqIwZgxY+S1115TwRN2iXnFEERhfqymTZuqiYOtOXbsmMyZM0e+++47OXr0qHo89lOyZEnZvHmz5MuXzx1NJA9jIJZxYhOS5MeNJ2T8qiMuV1c0lyMqTNrdU0TaVS8s9cvk4ZxkREREFLSifTkQgwEDBsj48eP1YEwrZY/5sSpVqiRFixZVJ4CJgnEyKHe/d+9euXr1qtpOewwuUaADxTqQXSP/wEAs48XEJ94NyI7K1dvuCcggZ+Zwub9yAXmoaiFpVj6/ZI5gpoyIiIiCR7SvB2KAQAyTI8fFxelBlX4wC3OMafcbt23QoIHMnj1bihUr5s6mkYcxEPMdt+MSZfqGEzJh9RG5HpPg1n1nDg9VpfTRdRGXBXNEuXX/RERERL7GLwIxOHTokIwYMUKVs4+Pj7caiJkfumLFiqp7Y69evSQsLMzdzSIPYyDme27FJcov20/L1PXH5eil2x45RsWC2aV5xfwqU1anVG6JCme2jIiIiAJLtL8EYppLly7J8uXLZc2aNbJt2zZ1Hd0QkS3LlSuX5MmTR0qVKiVNmjSRFi1aSOPGjT3VFPICBmK+KznZJGsPX1YB2d/7L3rsOFHhIVKvdF6pXzqPWu4plksiwtI9SwYRERFRhvK7QIyCCwMx/3D88m3VbXHO1lNyMy7Ro8dCYHZvidxSv3ReqVc6j9QonlOyRDDbTURERP6FgRj5NAZi/uVOfJIs33telb9fc+iSJHvhJxnMQV2pUA6pVSKX1CqRW12WzptVQlycnJqIiIjIGxiIkU9jIOa/LkbHyq87z8q87adl//mbXj02yuRXL5ZTqhXJKVWL4jKHlGJwRkRERD6EgRj5NAZigWHP2Rvy265z8vvu83L0smcKfNiTLTJMqhTOIVWK5JCKhbKnLAWzS9ZIdmskIiIi72MgRj6NgVhgwfDRwxdvye97zsvvey7Iv2duZHSTpHiezKprI4KycgWyqaVM/qwcd0ZEREQexUCMfBoDscB2+lqM/LH3gqw8cEk2Hr0icYnJ4iuK5sosZRGY5c8mpfNnVePOSuXLIkVyZub4MyIiIko3BmLk0xiIBY/YhCTZfOyqrD54SVYfuiQHL9wSX4TS+SXzZJFS+bJKqbxZpESeLFL87lIsd2aJDOOcZ0RERGQfAzHyaQzEgtfZ63dk3eHLsunYVdl07IqcunpHfB3mly+UI0qK504JyopiyfXfZZFcmTk5NRERESkMxMinMRAjY2C2+W5Qtuno1Qwr+pFe+bJFSKGcUVI4Z2YpnDNKraO7Iy4L5sASyfFpREREQSCaEzqTL2MgRtZcux0vO09flx0nsVyTnaeuy81Yz04m7S3Zo8JUUIbsWoEckZI/e6QUyB6lLvNni9Rvyx4ZJpmQhiMiIiK/w0CMfBoDMXJUcrJJZckQkKFc/p4z0erydnxSwD6JkWEhki9bpMqy5b17ietYz5s1QvLcXfJmS7nk+DUiIiLfwUCMfBoDMUpvcHb8ym3ZfTZa9py5IfvO35QD56PlQnRcUD6xmEsNAVnuLOGSG0Falgh1ieu5sJ4lQnKpde16uGQOD2XWjYiIyAMYiJFPYyBGnurWuP9uUHbgwk1VoRHzm924k8An3ExEaIjkyJwSnOXMnHrJoV1Ghan1HFG4LSzlMipcskWFSWgIu04SERF563tumFv2QkTkIcgCNSybVy3Gyaav3I5XAdmRSymBGRZk1M5cuyPJpuB8OeKTkuXyrTi1uJqFw5g3LFpwlh2Xkbgepi5xm7ZdtshwyRoZqtaz4r7IMMkaEca524iIiBzAQIyI/A6KXqSMt4qUBmX+C9AgLjFJlc8/fvm2CsyOXb4tJ6/GqAVBWmKwRmkOuBWXqJZzN9K3H3SRTAnMUi7VEnF3PSJMsuB24+Xd+zJH/Hc9ZUm5DfvDnHBERESBhIEYEQUUFLkoVyCbWswlJiXLuRuxcupuYKaCs+t3VICGywvRsUGbTXOnOwlJarnsxnm+w0IyqaBMD9DCQ/XrUeEpl7gN61rwlnI9RL8tKuzu5d3b1O13L9VtYaHM5hERkdcwECOioBEWGiLF82RRSyML9yckJcv5G7Fy+todOXcDS6y6xG1nr8fK+ehYuXo7PgNaTshkYsqDlGkP4jw6zi5SD9RCVGCvBWmRFi4jjZdhuMTjDeva/Xf3GxGacl07TsplqLoMD83EYitEREGEgRgR0V3hhkDNmtiEJLkYHScXbsaqDBqCtIs34+5exsqlm3FqiQ6QedKCcZwdloya5w7BG7phqsvQlHV90a+nBG7atgjgUu4PlfCwTCrow3s5/O5jcKluC8uUcru2H2270JTbU/Z1d3937wvT7gsNYbaQiMjNGIgRETkBmZISebOoxRYEbCoouxWnArcrt+Pkyq14vZjG5bvryLBdj2EFSEoRl5islps++ISgqia6iGrBHda1AE5bRxAXZgjucDuuR9wN6sJCtG2M6yESfnc7FfiF3N3WcLvaTrtduy0kU0qb7t6Pdf2YZtum3Hd3+5CU60REGY2BGBGRhwI2e9k1Y5fIazHxKii7eiteVYTEOm5DkKatq+V2glyPiQ/oya/JNyUlm9SCQNGDvUO9IlOmlHGHKkBDYHY3aAs1BHFa4Bl6N2D87/p/wZx+Xd2fEgSGZLp7e6p9ptwfGiL6dqGG+9Rj7h4jNNN/9/13rJTH6ZeptrF0m2Hf5vvMhNtw/shyin4fiiARkXcxECMiymD4Fb9A9ii1OArVITGXGgI1zLV2LSZBou8kqNvU7Xfi5cadxJTrMfGqqx3Wo2MTJCGJFUkouJlM+AHEpJZYSc7o5vgExGEpQdrdwPHueujdQFEFfIbb9HX9NsP9hkv1eLUuaj/2btf2pW7TtsM22v3GbbXbtW0sPEZdz4RAMyWrqwWdKW1IqcKrnZ92e8p+DI83vy9V+wz7uHuclMelbKM/rxYem2o9U8p+KLgwEBOREydOyLhx42Tx4sVy6tQpiYyMlLJly0qXLl1k4MCBkiWL/V+0HbF06VKZOHGibNmyRS5duiT58+eXunXryrPPPitt2rRxaB+JiYkyadIkmTFjhuzfv19u3bolRYoUkQceeEBeeuklqVq1qkP7uXz5sjrnBQsWyPHjx9VtpUqVkk6dOsmgQYMkb97UJcGJyLegCESB7KFOBW/aHGyxCckqIENgdjMWwVmiCuK0YhgptyXIrdiUcvba7SnrCeqSwRxR4AWnifhfsklYkihjqCDOEJQZg0vjfVow6uj9qfeVdt+i1q3vK9X2hsBTv//utDLG4NP8urX9ZjIc+7/9aO3873qq7e5ui+vNKxaQ0vmyir/KZMK/ykFs0aJF0r17dzVbtiUVKlRQAVq5cuVcPkZycrIKtiZPnmx1m379+smECRMkBO9wG8FT27ZtVSBnCQLIr7/+Wu3Llk2bNqmA6/z58xbvL1y4sArQ6tWrJxk94zgR+SZk5G7HJenBGpbbaS6T5HZ8ynoMrscnSUx8yu2pLuOTJB7d3YiIiJzwdbda0v6eIuINnvieG9SB2I4dO6Rx48Zy584dyZYtm7z11lvSsmVLdX3mzJny3Xff6cHY1q1bJXv27C4dB/sdMWKEWq9Vq5YMGTJEZdyOHDkio0aNUu3Qths2bJjFfSQlJUmLFi1k7dq16vqjjz4qzzzzjOTJk0cFVp988olcvHhRBXK//fab1QwbMn61a9dWGbmwsDB59dVXpX379uo+PG7MmDEq61agQAHZtm2bFCtWzOHzZCBGRK7CHG8xmH8sHgFeosTEp8xFpi7jU66nrP93OwqiIJC7k5Csb4PbcF1d4npiyrYM9IiIAs//nrpX2lYv7JVjMRBzs2bNmsmaNWtUQLJ69Wpp2LBhqvs/++wzFTTBBx98IEOHDnX6GAcPHlTdBRHc1KlTRx0nc+bM+v0xMTHSvHlzFeihHfv27bOYffv++++lb9++an3AgAHyzTffpLr/8OHDKsDCmwSPx36wP3M9e/aUH374Qa3Pnj1bHn/88VT347YnnnhCrffq1UumTp3q8LkyECMiX5WcbFJBGbplIpDTArW4u7fhun6ZqN2XUsEw7u72WNcuU5aUx+AyDo9NTAn4Uh6Tcj14f+okIvK88d3vldbVGIj5nc2bN0v9+vXVev/+/WX8+PEWuxRWq1ZNBTW5cuVSGafw8HCnjoOg6dtvv1XrGzZskAYNGqTZZuPGjXoQaCnIgipVqqh2IAOGrJalcWvIuiGrZi3IQlfEokWLqvN66KGHZNmyZRbb3Lp1a/n9999Vdu3MmTNSqFAhh86VgRgR0X/Q4QQTUSN40wI046UWuOm3YQ6zuwGednt8qtv/W0elTfP7candjjF8/x0rSbUD93FsHxEFkvHda0vrao59T00vT3zPDdpiHRgDpenTp4/FbRCIIIOE4Ob69euyYsUKadWqlVP/CP/6669qvVKlShaDMMDtFStWlAMHDqjtMc7LWDkHWTUEYYACItaKh/Tu3VsPxObPn58mEFu4cKEKwmyds7YfBGLYFo/B+DYiInIOPse1+bR8KTOYkJwSkCUYgreUCoKpgzwEb7g/8e59xtuNj0G30njD+n+3/3esVLcbbkvZl3E95XHGbRLuls3HQkRk5O9TAgZtIKaNtcqaNavq0mcNug1q1q1b51QgduzYMTl79mya/Vg7DgIxZKBQxbB06dJp2mpvP8hcYTwbAje01Zyj+zE/ZwZiRESBAZXUIkNCJRL/+keKX0EQiWANQZq6NAZqd4O+pLvBXMplSvCmBXnqcXdvSwnukv/bRu0jZTvtesq2/92mAsO7x9AfY1hw3OS7WdCU42rHSlZtTzL9d1uS2XU8Rj32btv168kmdm8lskFVffRjQRuIaRkmjKeyNJZKg0yW+WMctXfvXov7ceQ4xkDM2f0gEEP3xdu3b6tA03w/SKva6m6IqolIuSIF6+w5ExEReSqIjMAivpNh9Ab0rkkV+JlMelCaJsAz3JdkCObMtzcGkNgmKVks7ve/+1MHkLgfCcpU99+9HftKe5vZ4wy3Y9s0+7obgGptUM+Besx/+zZ/nNZm3JZsdjztMdo+cZ3jNwNDiJ9/HARlIBYbG6tKwYO9qoC5c+dWwQyCGgQ3zjh9+rS+bu84xYsX19fNj+PKfvChhcehy6P5fhyphIj97Nmzx+Y5x8XFqUVjbQoAIiIicr2La1goFj6DnghwtUAtVWBnCPT0IPBugKfdnmwl0FPrKtC7G+DidvxnaTt1n7ZfYzvuBo2GbY33p7pNC2Dv3m5KtW3K/fhPu0091nA88+1NxnaZHStlW0u3pd72v/tTgmfj+WuPwf6T7p4f1rV9a/sS4/Zydz/GY919TESof/9hBGUgdvPmTX0dZevt0QIxTJ7sqeMYM1fmx3H3fhw9Z0v7MBo+fLh8+OGHdvdFRERE5IsBLlFG8vOEnusZMU1ERITd7TFRMmB+MU8dRzuGpeO4ez/uOmcUBkHlGG1xNmNIRERERBSsgjIjFhUVpa/Hx8fb3V7rfmec/8vdxzF28TM/jvl+jNed3Q/mLXPXOSNYMwZ+RERERETkmKDMiGXPnl1fd6S7IbolOtqlz9XjaMewdBx378eT50xERERERPYFZSCGzFDevHnTFMKw5Nq1a3pQYiyo4QhjUQx7xzF26zM/jiv7Qd9n86Ic2nV7+zDux9lzJiIiIiIi+4IyEIMqVaqoy8OHD0tiYqLV7fbv36+vV65c2aVjmO/H2eO4sh8EUMbCHcb9YDzX+fPnre7j3LlzegVEZ8+ZiIiIiIjsC9pArEmTJuoS2a5t27ZZ3W7VqlX6euPGjZ06BuYCK1KkSJr9WLJ69Wp1WbRoUSlVqpTFttrbD4IrzCFmra2O7ic950xERERERPYFbSDWqVMnfX3KlCkWt0lOTpbp06er9Vy5cknLli2dOga6B3bs2FHPVG3cuNHidrhdy2RhezzOqEKFCnpmavbs2arghiVTp07V1x955JE09z/88MMScnfmO2vnbNwPtsVjiIiIiIjIvYI2EKtXr540bdpUrU+ePFk2bNiQZpvRo0fLvn371PqgQYMkPDw81f0rV65UQROW3r17WzzOyy+/LKF3J5t78cUX05SDx3XcDmFhYWp7S1577TV1efXqVRkyZEia+48cOaLm9YJy5cpZDMQKFSokTz31lFr//fffZe7cuWm2mTNnjroPevTooR5DRERERETuFbSBGIwdO1aVZ8cYsVatWqlABtmpFStWSP/+/fWABxmpwYMHu3QMPPb1119X61u3blVd/WbNmqXWcYnrWAdsV758eYv76dWrl95N8JtvvpHHHntMBUybN2+Wr7/+Who1aqTGdSGLNW7cOBXUWfLpp59K/vz51XrXrl3lzTfflLVr16oF6926dVP3YZtPPvnEpXMmIiIiIiLbMplMJpMEsUWLFkn37t314hSWAqnFixerLJM5ZMS07ooIlIxdA827OD7zzDPy/fffW21H3759ZeLEiXrXQUsuX74sbdu2lS1btli8H3N6ISjr16+f2LJp0ybVNdNawQ5kwRYsWCD169cXZ+A5zJkzpyoGkiNHDqceS0RERETkqzzxPTeoM2LQoUMH2bVrl7zyyisq6MqSJYsaD1anTh0ZOXKk7Nixw2IQ5gwEV+j+iIAOY8BQwCMiIkJd4vqSJUtk0qRJNoMwyJcvn6xfv17+97//qcIbKMGPUvxlypRRgR6KjtgLwgAB1r///ivvvvuuVKtWTc0VhqV69erqtt27dzsdhBERERERkeOCPiNG7sOMGBEREREFomhmxIiIiIiIiPxf0HdNJCIiIiIi8jYGYkRERERERF5mucY5kQu0ApzWKlASEREREfmj6Lvfb91ZcJ6BGLnNzZs31WXx4sX5rBIRERFRQH7fzZkzp1v2xaqJ5DaYL+3s2bOSPXt2yZQpk0d/kUCwd+rUKc5XFqT4HiC+B4ifBcT3AHnz3wRkwhCEYfope1NOOYoZMXIbvCmLFSvmtWcUf2icODq48T1AfA8QPwuI7wHy1r8J7sqEaVisg4iIiIiIyMsYiBEREREREXkZAzHyO5GRkfLBBx+oSwpOfA8Q3wPEzwLie4D8/d8EFusgIiIiIiLyMmbEiIiIiIiIvIyBGBERERERkZcxECMiIiIiIvIyBmJERERERERexkCM/MaJEydk8ODBUqlSJcmaNavkyZNH6tatK5999pnExMRkdPPIzNatW+Wjjz6SVq1aqYm+UckoW7ZsUqFCBenTp4+sXbvWqeds6dKl8sgjj+j7wiWu43ZHJSYmyvjx46Vp06aSP39+yZw5s5QtW1b69+8ve/bs4WvoRW+88YZkypRJX1auXGn3MXwPBIaTJ0+q6mZ16tRRf4dRUVFSvHhx9Xf5/vvvy+7du20+nu8D/xYfHy+TJk2Shx56SAoXLqz/21CxYkX1b8P69esd2g/fB77l4sWL8ttvv6m/4TZt2ki+fPn0z/fevXs7vb+lPvRv/uXLl9V53XPPPfqE0VjHbVeuXJF0MRH5gYULF5py5MhhwlvW0lKhQgXToUOHMrqZdFfTpk2tvlbGpWfPnqa4uDibz1tSUpKpb9++NvfTr18/tZ0tly5dMtWtW9fqPiIjI03fffcdX0Mv2LFjhyksLCzV879ixQqr2/M9EDjGjRtnypo1q82/50GDBll8LN8H/u/48eOmqlWr2v234cUXXzQlJydb3AffB77J1uvZq1cvh/eT5GP/5m/cuNFUqFAhq/spXLiwadOmTSZXMRAjn7d9+3ZT5syZ1Rs+W7Zspk8//dS0fv16019//WV65plnUgVj0dHRGd1cMplMZcuWVa9JkSJF1JequXPnmjZv3mzasGGDacyYMaaiRYvqr1vXrl1tPmdvvvmmvm2tWrVMP//8s9oXLnFdu++tt96yuo/ExERTkyZN9G0fffRR09KlS9WHJ74YFihQQN0eEhJiWrJkCV9DD8I/nto/jtrzbi8Q43sgMHz88cepPq8/++wz08qVK1Vg/ueff6rrjRo1Mr3yyisWH8/3gX+Lj49PFYTdc889pqlTp6p/F5YvX256//33UwXpw4cPt7gfvg98kzE4KVGihKlVq1YuBWJv+tC/+SdPnjTlz59fbYsfD4cMGWJavXq1WrCu/aCI/Z06dcrkCgZi5DfZFbzhEYCZGzVqlP7H9sEHH2RIGym1du3amWbNmqU+DK39UoUvYtrrtmrVKovbHThwQP+gq1OnjikmJibV/bdv31a3a+8Pa1nRyZMn68caMGBAmvvxOC3jWq5cOVNCQgJfUg/54osv1PNcqVIl9Q+pvUCM74HAgEDLmAnHl3JrLGXJ+T7wf3PmzNHfAw0bNrT478PWrVtN4eHhaptcuXKl+Szm+8B3IZBetGiR6fz58+r6sWPHnA7EDvjYv/k9evTQ9zN79uw09+N7jivBphEDMfJp+PVCe5P379/f6i/slStX1j+4bf0DT74DH9jGbiiWPP/88/o2+NXUEtxu6wMXtPdHnjx51Ae5Jfj11dYHLqXfiRMnVFYbzzEyIfjhxF4gxveA/8NndPny5dXrXKNGDZd+6OD7wP8h06n9vWO4gTWPPPKIvt2uXbtS3cf3gf9wJRB73of+zT937pzKmOH+hx56yGqbcZ+WXcNjnMVAjHya8Rdz9NO1xvgH9fvvv3u1jeSaW7du6a9Z27Zt09yP8QHo2qhlT2ypWLGi2g5dHs3HFeAXNu04zz33nNV94APU0e6S5Jr27dun+kfZXiDG90BgQJcg7XX+6aefnH483weBYeDAgfr7YPfu3Va3e+211/TtkCHT8H0Q2IFYso/9mz9hwgT9/pkzZ1rdD7pMatvhMc5i1UTyaVplPVRJrF27ttXtmjdvrq+vW7fOK22j9ImLi9PXQ0ND09x/7NgxOXv2bJrX1xLt/jNnzsjx48dT3WeszmhrP4UKFVIVHYHvIfebPXu2qqiFaqeff/65Q4/heyAwzJkzR12ielr79u31269evSqHDh1Sl7bwfRAYUBVRc/ToUavbHTlyRH+/lC9fXr+d74PAdszH/s13dD/p/f7JQIx82r59+9RluXLlJCwszOp2KGlv/hjybatWrdLXK1eunOb+vXv3Wnx9nX39XdnPqVOn5Pbt2za3Jcddv35dBg0apNZHjhypyho7gu+BwLBx40Z1WapUKcmePbv89NNPUr16dcmbN6/6IoRLfElHgG78gUbD90Fg6Nq1qyr7rX0OJCUlpdlmx44dsnjxYrXerVs3fXvg+yCw7fWxf/O1/eTMmVMFbdZgCgbtferK908GYuSzYmNj1dwNgPkjbMmdO7fKmml/UOTbkpOTZcSIEfr1Ll26pNnm9OnT+rq91x9zEGnMX39X9oNu28bHUfoMGTJEzp8/L40bN5a+ffs6/Di+BwLjb33//v1qHQE4AvKnnnoqzVxhBw8elNdff13uu+8+Fbgb8X0QGPD6//DDD5IlSxaVOcA8oNOnT1eB+p9//ikffvihyi5gnrF7771XRo8enerxfB8EttM+9m++dt3ePoz7ceX7JwMx8lk3b97U1zHZoz1aIHbr1i2PtovS74svvpDNmzer9UcffdRit1NnXn/ttbf0+rtrP+SaNWvWqMlbkdHGxJrobuQovgf8340bN1QwBv/++6+MGzdO/YL8448/qi6JMTExKjveoEEDtQ0m83366adT7YPvg8Dx8MMPy7Zt26Rfv36yc+dO6dWrlzRs2FAefPBBGTp0qArSvvzyS/W5UbBgwVSP5fsgsN30sX/ztf14+vsnAzHy6YyYJiIiwu72mHkd7ty549F2UfrgS9ebb76p1gsUKCDffvttul9/7bW39Pq7az/kPPyy/eyzz6pfG1955RWpVq2aU4/ne8D/Gbv74PXEF+0VK1aorBh6MmTOnFmaNWsmf//9t9SoUUNtN3/+fNm0aVOqx2n4WeD/nwnIgv3666/qc8HchQsXVJCODJk5vg8CW6yP/Z1r+/H0908GYuSzoqKiUn1426ONLcA/7OSb9uzZI4888ogkJiaq1xeD+BGMpff1N44rMX/93bUfct6wYcNUt7QSJUrIBx984PTj+R7wf8bXEJAJMRZtMP69ffrpp/r1WbNmWdwHPwv8Oyh/4IEHZPjw4Sobii7LGFODz11kTpcvXy5NmjSRrVu3SqdOnWTMmDGpHs/3QWCL8rG/c20/nv7+yUCMfBYGdWscSfdqv7w6kkamjKmI1KpVK7l27Zqqkjhz5kz1S7g7Xn/jr+7mr7+79kPOQQCGL1zw1VdfpeoC4ii+B/yf8TUEfAZYc//99+tFmbZs2WJxH/ws8F/oeoguhzB58mRVsAPFEpBxQLEDdE9EtrRly5YqW4Yxg//884/+eL4PAlt2H/s71/bj6e+f1svQEWUw/BqBalpXrlyxWzgBX+61PwTjIE7yDShJi19CcYkxQt9//7107NjR5mOMA2Ttvf7GAbLmr7/5fmxV7NP2gzY6MkCXbI8DxC+JZcqUUeOAEHibMxZsQNc0FPSADh06qMCN7wH/hy47+fPnl0uXLtn9fMZnPv4+8T7Qtge+D/wfAit87gMqZWJsmCUIxD/++GOVGcPYwqlTp6rPEuD7ILAV87F/83EdXWUdKdyl7ceV758MxMinValSRf2CdvjwYdWdzVoJe60ql7VS6JRxUPkSv3Rq88YgO9KzZ0+HXntLr6+zr7/5fmrWrGl3P/gwdSWDQ2m7auB1R9lqe/Dly5g9xfPP90BgqFq1qqxcuVKtWypZbqTdb/ys5/vA/+ELrTZfXK1atWxuayzeZPxs5/sgsFXxsX/zsR8UlkG3Wfw4ZK2E/blz5yQ6OtpiWxzBronk0/CrGCDbhT8IR+akQols8g34AHvooYf0+ThQsn7gwIEOPbZ06dJSpEiRNK+vJatXr1aXRYsWVXMVWXoP2dsPPmhRQhv4HvINfA8EBmMXZFsT+eLLjDZlCf6WNXwf+D9jYI0fVW1JSEiw+Di+DwJbaR/7N9/R/aT3+ycDMfJpGLCrmTJlisVt0H0BVZggV65cqn85ZTx0R2vXrp1s375dXX/nnXfkjTfecPjx6CqgdV/Er1bapLDmcLv2qxa2Ny+Pjm4w2q9Us2fPVu2yBF1gNCgoQumD5xPdkWwtxgIeGBui3a79w8r3QGDo3Lmzvo6KiNbgPq2SXtOmTfXb+T7wf3ny5NEnvd2wYYPNYMz4xRZfzjV8HwS2TD72bz6mWggJCbH5/dO4H2yLxzjNROTjmjZtin+ZTWFhYab169enuX/UqFHqfiwffPBBhrSRUouLizO1atVKf10GDRrk0lN04MABU2hoqNpHnTr/b+8+oKOo3jaAX0pCL9KlhdCNhI4BAiREUIoQmkqQgFTFWCmCgH8RESlHDgKiSAngoSPtSATBBAhIFalGIRJMaBFEegsw33muzHyzYctssi27z++c1Ul2ZvbunZkw79x739tYuXXrlsn7+Bm/V8+PEydOmN3P/PnztbLExMQ89n5ycrJStGhR+X716tWVjIwMHlIXwPWqHpeEhASz6/Ac8A7t27eXxzl37tzK1q1bH3v//PnzSsWKFeU6/v7+ypkzZ0ze53mQ80VFRWnX+7hx48yuc/nyZSUoKEhbb/PmzSbv8zzIOVJSUrTj2LdvX0Pb/OFh/+ZHR0dr+1m1atVj769cudLu75gZAzHyeAcPHlQKFCggT/TChQsrEydOVHbv3q3Ex8crgwcP1i6CmjVrKteuXXN3cUlRlG7dumnHJSIiQjly5Ihy9OhRiy/88bVk1KhR2r4aNGigLF++XNm/f7/8P35W3/vggw8s7uP+/ftKaGiotm737t2VTZs2KXv37lVmzpyplClTRrtJjIuL4zH0oEAMeA7kfLjGixcvLo91/vz55THdsWOHvJa//PJLLQjDa/LkyWb3wfMgZ0tKSlIKFiyoHedOnTopq1evlv/G4yHrtGnTlMqVK2vvP/vss2b3w/PAMyUmJiqxsbHaa+rUqdqxxL+/+vfwsmSUB/2bn5qaqpQuXVoL/EaOHCm/J15Yxu/wHtZJS0vLUr0xEKMcYcOGDdrTC3MvBGEnT550dzHpEUvHydIrICDAYt09ePBA6d+/v9XtBwwYINez5uLFi0qTJk0s7iNfvnzK3LlzeQw9MBDjOeAdcPNStmxZi9dgrly5lLFjx1rcnudBzrdlyxalVKlSNv9NwAM8tI6Zw/PAM6FFyJ5/9y154GH/5u/Zs0cpV66cxf3gPayTVQzEKMc4ffq08t5778mgC0/V8HQVTdR4enrz5k13F4+cFIipNm7cqERGRirly5eXXZfwf/xsTwsWuh/Mnj1badGihVKyZEn5ZL5q1arKoEGDlGPHjvEYemggpuI5kPNdunRJHvd69erJh2u4BgMDA5V+/frJlhEjeB7k/HMA/26Hh4fLlgQ/Pz/Z6wXnwUsvvaSsW7dOefjwoc398DzwzkDME48vgjo8JKpTp47smYVXcHCw/B3O5+zIhf/YP7KMiIiIiIiIsopZE4mIiIiIiFyMgRgREREREZGLMRAjIiIiIiJyMQZiRERERERELsZAjIiIiIiIyMUYiBEREREREbkYAzEiIiIiIiIXYyBGRERERETkYgzEiIiIiIiIXIyBGBERERERkYsxECMiIiIiInIxBmJEREREREQuxkCMiIiIiIjIxRiIERH5sPDwcJErVy75WrhwofAm27Zt075blSpVfLIOyH127dqlnVfjxo3zyUNx/fp1Ubp0aVkHLVq0cHdxiDwOAzEiIitOnDghZs2aJbp27Srq1KkjypUrJ/z9/UXRokVF5cqVRcuWLcXbb78tVqxYIW7cuMG6JCLx8OFD+XcBSpUqJYYNG+aTtVKkSBExatQoLTDF30ki+n8MxIiIzDh8+LDo0qWLqFWrlnjrrbfEunXrxPHjx0V6errIyMiQT3rT0tLEzp07xcyZM0XPnj1FmTJlRK9eveR6RL4OrZBqixBaJ33JsmXLxMGDB+Xyu+++KwMSX/XGG2/IYBRGjx4t7t+/7+4iEXkMBmJERJlMmzZNNGzYUKxfv97k97iZCgoKEmFhYaJ58+aievXqIn/+/Nr7t2/fljdgdevWFYsXL2a9EvmgBw8eiPHjx8vlQoUKiSFDhghfVqBAARETEyOXT506JRYtWuTuIhF5jLzuLgARkac9vf3qq6+0n9ENcdCgQaJ3796iSZMmIk+ePCbr3717VyQmJooNGzaIBQsWiJs3b8puSefOnRM5ga+1VJjDOiBHWr16tezSDGghL1GihM9XMILRTz/9VLaGTZo0SfTv31+2lBL5OraIERE98vXXX5sEYRgT9vvvv8sxYk2bNn0sCIN8+fKJNm3aiBkzZoi//vpLjBgxwux6ROQbvvjiC215wIABbi2Lpyhbtqzo2LGjXE5OThZxcXHuLhKRR2AgRkT0KCkHxnKo0AURLV2BgYGG66dkyZJiypQpYvv27Vaz9BGRdzp27JjYvXu3XK5WrZoICQlxd5E8BloHVXPmzHFrWYg8BQMxIiIhxOTJk2U3Q8ibN68c41W8ePEs1U1oaKhM3mE0gQESf+DGBC1rAQEBspXNUoIDjENDN8h33nlHZmxEFkesj7EoyOL4wgsvyNY5oxkcjaZuN1du1FdsbKyIiIgQFSpUkOUoX768iIyMFGvWrBHOtGPHDhEdHS0DZYzTQz1g3N706dPFlStX7NqX0TpwdN1bqtdr167JBDA4j9TPwHkxcOBA2ZqQGbrCIhtdhw4dZMsDutNiOxyHLVu2CHspiiKT0/Tr10/Url1bPPHEE3KcD75j586dZRdcJKwx5/Tp09r3QQuxqnXr1trv9S/UvbPK4sjrzqglS5Zoy0j2YxTOW7V8OI+MwN8YdRt09/P0cwv7wOfBpk2bxD///GPX9kReSSEi8nHp6emKv7+/gj+JeHXv3t1pnxUQEKB9TkJCgrJv3z4lMDBQ+53+hff1li5dqhQpUsTsuplfJUqUUDZs2GCzPGFhYdo2sbGxhst98uRJpX79+lbL0LVrV+Xu3buKI2VkZCiDBw+2+rko6y+//CLLqf9ddurAGXVvrl4PHTqkVKtWzeK+CxQoYHJeXLx4UWnVqpXV8owePdpw/R44cEBp0KCBze9Yo0YNuW5mKSkphupIfaHunVUWR1139kBZ1P1s2bLF8HZ9+vTRthszZoyhbWrXrq1ts3HjRo8/tyAiIkLbdv78+XZtS+SNmKyDiHzejz/+KO7du6fVA54OuwKeQGN+ITylBmRhrFixomzRwdi0zP7880/5FF+FdPl46o1sjmitQffKS5cuyfcuX74sn8ijNaFTp04OLfeFCxdk8pKzZ8/Kn2vWrClbxFDuI0eOyKxxsHbtWjF06FA5xs4R0DrSp08fmZlSD91IURcoz8mTJ2VLTNu2bU3G6mSXK+oe0yG8+OKLcj+5c+eWYxTR3TU1NVV+PuCzsM9ff/1Vtj7iex46dEi+h9ZBtG5cvXpVTr+A1gyYOHGi3FdUVJTVz0crRY8ePWTCGRXSjteoUUO2ZKSkpGitXKhntHJt3rxZNGvWTFsfrVXPP/+8XEYX3Tt37shlJLoxl7QCGUadVRZHXXdGoUwoi9qqbqQsKvUYQr169Wyuj/NA/Swj27j73FIh42x8fLxcxvFC0g4in+buSJCIyN30LSy5c+dWbty44bTP0j+lVltY2rZtqyQlJZmsd/nyZfnSmzBhghIaGqp88803ytmzZ83uPzExUQkJCdE+o1SpUsq1a9cc2iJWsmRJ+f/OnTvLljG9tLQ0pXXr1ib1eeLECcUR5s2bZ/I0Pjw8/LF946l/w4YNte/uqBYxZ9R95npFSxr+/8orryjnzp0zWW/r1q1KsWLFtHXRghITEyOXGzdu/FiLUHJyshIcHKytX6lSJeXBgwcWy4HjWLhwYW39Z555Rtm2bZvy8OFDk/X27t1r0kqF8l+5csXmd7OnlcnZZbH3ujMK5476GXXr1jW83Z07dxQ/Pz9tWyPXC1r09NejJ59benFxcdp2ZcqUMbQNkTdjIEZEPq9Ro0bazUFQUJBT60N/c4RX+/btZXc7I4wGiLdv31aaNm2qfcasWbMcGojh1atXr8dujFXXr19Xypcvr6374YcfGiq3re+kD6wQFOEG1pyrV6/K46gvb3YDMWfUvbl6HThwoMV1Fy1apK2XJ08eGeSieyjq2xzc0OfNm1fbJj4+3uK+9V3QOnXqpNy7d8/iuqgLfbfU8ePHOzQQc3ZZ7L3ujHrzzTe1/UdFRRneDt1o1e0KFSpkKKjBAwF1Gzz48ORzK/ODGn2ZUlNTDW1H5K2YrIOIfN7Fixe1OkAXO1fBwPe5c+fKbkxGICmEEUhegTl7VJknps4uJDFBmn9L8wAVLlzYpHvnrl27sv2Z3333ndb1D9MDoN7Ugf+ZFS1a1GQaAkdwRd2jqxiSNlhLzoDvBuj+ie5hmHIB9W0OuvEhkYqt47B3716Z/EQtAxLV+Pn5Wa0LfK4Ky3iw6wiuKIu9151Rv/32m7aMjIlGoSugKjg4WHYdtAXdA2117/SEcyszdAHVX7f6OiPyRQzEiMjnYUyPqlixYobqA5M8t2vXzuorPT3d6j4wr46zAj992uwDBw44dN/6mzZLWrRooS1nZ9yNCuOtVBgP9NRTT1ldv1WrVvKm1h2yWveoV2sBHwII/Vigp59+2mZ6dP37SUlJZtf59ttvteW+ffsayhaK/WJsFWDyckccY1eVxVnXnT5LJMZYZWV8WP369Q1tow/EjIwpc9e5ZY6+bvR1RuSLmKyDiHyemrYeLLWyZIY5xv744w+r62Dwu9FgJSuJAX766SeZHAMtekgkcf/+fbPr/vvvv+LWrVuiYMGCwhGMJCHQ3+jam07enP3792vLajIIW9q3by+OHj0qHM1ZdW9kzimkDldhknF71rd0HHAuq/StHLYgSYOa8vzgwYM2g2MjXFGW7Fx31qgttoA0+1lpETMSVKHFD+eePS1i7jq3zEHd4BrK3BuByBcxECMin4en7uoNgZpJzRXs6b6kwtN+zGOFOXzs6Q6GbGeOCsT0N2CW6D8LgUh2YJ4o/ZNz3HQbgaf6juTsusc8Tbbo94PMjdk9Dvgex48f135GFjzMM2WEPsjVByFZ5aqyZOW6M0Kf4RHZI43IHFQZCcQQxKh/p9BN18h57o5zyxJ93ejrjMgXMRAjIp+HtNpqIIYWDCPMdX/CpKnoNmcUUp/bA2Nn0MqTlcBG3+qXXejG5EqZn7ZjvIsRRtfzlLq3t17tXd9c8IggUZ1uAH7++We79qnfT3a5qiz2XndZYTRQ10+LgLFhRlq39N0SMXUExiV64rnliHWJvB3HiBGRz8N8UO4YPG5kUL4KT8AxD5AaCOBmEq0zGzdulPMJqd3jHmXD9aqbHf0cb/bcJBrtZurLde+oFgl1XqmcUBZ7rjt76MdgqfOn2dMtES11RpLC2Ds+zNPou2wbTYJD5K3YIkZEPg9jRjC5qJq4A0+pndV9KasWLFgg/v77b22MBbLLIXOZJfrJh3O6zIlBjH43R9WBN9d95uQ0GIvXuHFjny9LVmDCabU1zmjLur0TOWclY6Kn0ddN6dKl3VoWIndjixgR+bzw8HCTOli1apXH1QnGJanQGmMtEICzZ88Kb4EWKP24ktOnTxvaTk0IkF3eXPdIT64f66MGnL5elqwICAiw+xywN1EH7N692+5tPAkyW5qrMyJfxECMiHxeaGioqFWrllYPmGMICSI8SWpqqrZspMVCf7PmDfRpvfft22doG6Pr+Xrd6zPk7dmzx2H71XcBNNpd01llcQV9pkY1g6M9LWJVq1a1uT4yQuqnxchpLWJnzpwx6WocFBTk1vIQuRsDMSLyeZiYePjw4Vo9nDp1SowfP96j6sXewHDhwoXCm7Rs2VJbXrNmjcV08aobN27IMVyO4O11r58OYMmSJSYJM7JDP/7H1lQOzi6LKzRq1EhbPnbsmM310eJ3/vx5u4JV/UTlSDKECZJzEn12S3RLrFSpklvLQ+RuDMSIiB5NHqt/Gv/ZZ5951A31k08+qS3v2rXL6rroWoksf94kOjrapNuX/obUHBw/BGOO4O11P3DgQNktUH0Igbpz9DQHRluInFUWV8Ak4vqsqrbOP323RLA15x2ySMbGxubY1rDME5yHhYW5tSxEnoCBGBGREMLPz0+sXLlSS3mOJ/H9+vUTr7/+usmYBmsJGtBS4yz6m5ZZs2ZZvGlD0pFXX31VeBvMHdaxY0ft5xEjRpiM3dJbtmyZmDRpksM+29vrHi0rY8eO1X7+3//+Jz7++GObLYGYVmDGjBni5ZdfNvt+w4YNtWUEEEZS3DurLK6ABD9qkh/8/bAVtGcOxGbPnm0xYMXUGJGRkSYthJUrVxY5zfbt2+2emJ3ImzFrIhHRI+gmEx8fLzp37qxNIDxnzhyxaNEiOT9YRESECAwMlMEaxr8grTkyLCKLHrrB6SeDRop1R6VPh8GDB4spU6bILl4I+po3by6GDBkiy4UuYBjHtHbtWi0YRMvCvHnzvOrYIghKTEyU9Yy5udq1ayd69eolb1AxAS1aytAihXoA3JSvWLEi25/rC3X//vvvyzF1+A7oIjdu3Dgxf/58ERUVJUJCQmRGQHQHRVZRdLvDOLiEhAQZIOF9c7Dt1KlT5f4wFqpChQoyOEPmSXQHVgPsCRMmOL0srtKtWzf5ndXA3FqwoR8fljdvXnluYSwkzrcGDRrIbKE4t+Li4sSmTZvkevibos5Lh++Nh0cYdzV06FDh6TA9gRqc4vviuiXyeQoREZlIT09XunTpggEbWXpFRkYqycnJZms1ICBAWy8hIcGuml+8eLGSK1cum5/fsmVL5fbt2ya/S0lJMbvPsLAwbZ3Y2FiLn21vufF5+s93lB07digFCxa0WQfR0dGynOrPKL8lRurAGXWflXrt27evtv5HH31kc318H3V9fE9rMjIylJiYGLvP95CQEIv7HDNmjNVtLZXJ0WXJznVnj8OHD2ufExgYaHXdWrVqmRxLf39/q99t+PDhSocOHR77/bBhwzz+3IJVq1Zp6+N7EJGisGsiEVEmaF1BCwfGM/Ts2VPrrmgNuiSNHDlSJCUliXXr1jllHjKMk1q/fr1slTMHLQ1jxoyRrXr58+cX3ghJO5A5LvOUAyocK7ReLV682KGf6wt1j1YKtdXxueeeE3ny5LG4Llq00GrzySefWJ3uAa1dqJPevXvLzKQY/6W2hrm6LK6AcVtqqxymT7CU+RGtQ5gMXNWjRw/x/fffy789maFlDHWBlrYBAwaY1B9a3nPKWKulS5dqy6+99ppby0LkKXIhGnV3IYiIPJnatQo3TpcuXZITkmJeK9x8o7sVsqUZCdYcBd2y0C0JE7uimx66alWpUkUGJ7gx8xU4HujqdOHCBTkxMYIkdB91Zh34Ut1jTNfOnTtFWlqa7AaI4Kh48eKievXqMuDAd/fFstiyfPly2Y1S7aaK6TAywzmELq6AvyXolohgE90Of/jhBzlWDONW8UCnTZs2JsE9tkVdlC1bVnbPNRe8eRpkiESGR3QfRZp+XLv66Q2IfBUDMSIiIiIHQUINzCmGYEMdQ4gkJJkTc8TExMjlZs2ayYyI3gytlUi8oo67xTg4ImLWRCIiIiKHQcuWGnSgC6K5qRb0iTr02SW90Z07d2TXSkDrMbLREtF/2C5MRERE5EDI5olxazB9+nTZ9dBS6nr9RNDeCIEouibCxIkTZZdLIvoPAzEiIiIiB8L4p5kzZ8pljCv9/PPPTcYZIu2+LwRiCEARfEFoaKg2do6I/sMxYkREREQugiAsODhYLiMJB4IVJB8hIt/DFjEiIiIiF9GPD0PGRwZhRL6LLWJEREREREQuxhYxIiIiIiIiF2MgRkRERERE5GIMxIiIiIiIiFyMgRgREREREZGLMRAjIiIiIiJyMQZiRERERERELsZAjIiIiIiIyMUYiBEREREREbkYAzEiIiIiIiIXYyBGREREREQkXOv/AMEaTQpFR9RyAAAAAElFTkSuQmCC", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(9,6))\n", + "plt.plot(ds['diameter_um'], ds['geometric_ssa'], linewidth=lwd)\n", + "plt.ylabel(r'Geometric SSA(m$^2$/g)', fontsize=fs_axlab)\n", + "plt.xlabel(r'Grain diameter ($\\mu$m)', fontsize=fs_axlab)\n", + "plt.xticks(fontsize=fs_axtick)\n", + "plt.yticks(fontsize=fs_axtick)\n", + "plt.legend(fontsize=fs_leg)\n", + "plt.title('Geometric SSA vs diameter', fontsize=fs_axlab)\n", + "plt.show()\n", + "plt.close()\n" + ] + }, + { + "cell_type": "markdown", + "id": "2eff1403", + "metadata": {}, + "source": [ + "### Quick plots" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "73a5ac2b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# --- roughness factor required for claimed CDR\n", + "# \n", + "# -------------------------------------\n", + "# [ aesthetics ]\n", + "# fonts\n", + "fs_axlab = 25\n", + "fs_axtick = 20\n", + "fs_clab = 25\n", + "fs_leg = 25\n", + "# -------------------------------------\n", + "#\n", + "rf = ds.roughness_factor.where(ds.roughness_factor > 0)\n", + "\n", + "plt.figure(figsize=(12,10))\n", + "# draw heatmap\n", + "mappable = rf.plot(\n", + " x=\"diameter_um\",\n", + " y=\"log_diss_rate\",\n", + " norm=LogNorm(),\n", + " cmap=\"inferno\"\n", + ")\n", + "cbar = mappable.colorbar\n", + "cbar.set_label(r\"$\\lambda$, Roughness factor\", fontsize=fs_leg)\n", + "cbar.ax.tick_params(labelsize=fs_leg)\n", + "\n", + "# get the actual Axes\n", + "ax = plt.gca()\n", + "\n", + "# draw contour\n", + "cs = ax.contour(\n", + " ds[\"diameter_um\"],\n", + " ds[\"log_diss_rate\"],\n", + " rf,\n", + " levels=[10, 150, 1000, 1e4, 1e5],\n", + " colors=\"white\",\n", + " linewidths=1.5,\n", + ")\n", + "ax.set_xlabel(\"Diameter (µm)\", fontsize=fs_axlab)\n", + "ax.set_ylabel(r\"log Dissolution Rate (mol m$^{-2}$ s$^{-1}$)\", fontsize=fs_axlab)\n", + "ax.tick_params(axis='both', labelsize=fs_axtick)\n", + "ax.clabel(cs, fmt=\"roughness = %d\", fontsize=fs_clab)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "003d850a", + "metadata": {}, + "outputs": [], + "source": [ + "# ---" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "ew-workflows", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}