From 20b7fae7acf89bc69454707793ba0c14f7d7b621 Mon Sep 17 00:00:00 2001 From: Oscar Corvi Date: Wed, 28 Jul 2021 14:48:20 +0000 Subject: [PATCH] tried to assess the fitting of the complete and incomplete models during the wet period in the meaning_stress factor.ipynb but doesn't work at the moment --- .../complete_VS_incomplete.png | 4 +- .../constant_VS_fPAR.png | 4 +- .../meaning_stress_factor.ipynb | 710 ++++++++++-------- .../simpler_model/simpler_model.ipynb | 683 +++++++++-------- .../timeSerie_oneSite_oneYear.png | Bin 435254 -> 433124 bytes 5 files changed, 730 insertions(+), 671 deletions(-) diff --git a/notebooks/Finished_project/meaning_stress_factor/complete_VS_incomplete.png b/notebooks/Finished_project/meaning_stress_factor/complete_VS_incomplete.png index b8f2f80..cc145e2 100644 --- a/notebooks/Finished_project/meaning_stress_factor/complete_VS_incomplete.png +++ b/notebooks/Finished_project/meaning_stress_factor/complete_VS_incomplete.png @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:e2c7154f6de106d8a26b8ce46ce8afac963f130420df10e4d6030dd6195a233e -size 210215 +oid sha256:0dd5484c338f35b6110b731cac4a867c80fbd8071e9804c2c8748894ff04b923 +size 216992 diff --git a/notebooks/Finished_project/meaning_stress_factor/constant_VS_fPAR.png b/notebooks/Finished_project/meaning_stress_factor/constant_VS_fPAR.png index ff5d255..f62d6f2 100644 --- a/notebooks/Finished_project/meaning_stress_factor/constant_VS_fPAR.png +++ b/notebooks/Finished_project/meaning_stress_factor/constant_VS_fPAR.png @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:84d4217b5947636f08f1f71ed2f4df2835cd7a8d1676645526feaf1b1ca75cb4 -size 303920 +oid sha256:403aedbb1fdddc368170c507bcfa235153bed8b64870dbbef98e7d3876e3165b +size 307396 diff --git a/notebooks/Finished_project/meaning_stress_factor/meaning_stress_factor.ipynb b/notebooks/Finished_project/meaning_stress_factor/meaning_stress_factor.ipynb index 9c190b8..43e18a6 100644 --- a/notebooks/Finished_project/meaning_stress_factor/meaning_stress_factor.ipynb +++ b/notebooks/Finished_project/meaning_stress_factor/meaning_stress_factor.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "directed-highland", + "id": "postal-bibliography", "metadata": {}, "source": [ "# **Location of the stress factor in potential evapo-transpiration models**" @@ -10,7 +10,7 @@ }, { "cell_type": "markdown", - "id": "fiscal-unemployment", + "id": "social-yukon", "metadata": { "slideshow": { "slide_type": "slide" @@ -44,7 +44,7 @@ }, { "cell_type": "markdown", - "id": "metric-recording", + "id": "exceptional-archive", "metadata": {}, "source": [ "# Part II - Functions set up" @@ -52,7 +52,7 @@ }, { "cell_type": "markdown", - "id": "colored-miracle", + "id": "varying-sierra", "metadata": {}, "source": [ "## Importing relevant packages" @@ -60,10 +60,19 @@ }, { "cell_type": "code", - "execution_count": 174, - "id": "expired-keyboard", + "execution_count": 1, + "id": "piano-gambling", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING (aesara.link.c.cmodule): install mkl with `conda install mkl-service`: No module named 'mkl'\n", + "WARNING (aesara.tensor.blas): Using NumPy C-API based implementation for BLAS functions.\n" + ] + } + ], "source": [ "# data manipulation and plotting\n", "import pandas as pd\n", @@ -118,7 +127,7 @@ }, { "cell_type": "markdown", - "id": "fitted-advertising", + "id": "cooperative-embassy", "metadata": {}, "source": [ "## Path of the different files (pre-defined python functions, sympy equations, sympy variables)" @@ -126,8 +135,8 @@ }, { "cell_type": "code", - "execution_count": 175, - "id": "portuguese-frost", + "execution_count": 2, + "id": "prescription-variable", "metadata": { "tags": [ "parameters" @@ -149,7 +158,7 @@ }, { "cell_type": "markdown", - "id": "starting-concord", + "id": "integral-salem", "metadata": {}, "source": [ "## Importing the sympy variables and equations defined in the theory.ipynb notebook" @@ -157,152 +166,10 @@ }, { "cell_type": "code", - "execution_count": 176, - "id": "colonial-yacht", + "execution_count": 3, + "id": "going-victoria", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:theta_sat\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:theta_res\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:alpha\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:n\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:m\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:S_mvg\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:theta\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:h\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:S\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:theta_4\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:theta_3\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:theta_2\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:theta_1\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:L\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:Mw\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:Pv\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:Pvs\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:R\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:T\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:c1\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:T0\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:Delta\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:E\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:G\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:H\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:Rn\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:LE\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:gamma\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:alpha_PT\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:c_p\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:w\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:kappa\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:z\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:u_star\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:VH\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:d\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:z_om\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:z_oh\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:r_a\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:g_a\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:r_s\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:g_s\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:c1_e\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:c2_e\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:e\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:T_min\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:T_max\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:RH_max\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:RH_min\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:e_a\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:e_s\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:iv_T\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:T_kv\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:P\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:rho_a\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/variables/_core.py:89: UserWarning: \"e/theory_variable:VPD\" will be overridden by \"e/theory_variable:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_m_n\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_MVG_neg_case\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_MVG\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_sat_degree\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_MVG_h\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_h_FC\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_theta_4_3\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_theta_2_1\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_water_stress_simple\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_Pvs_T\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_Delta\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PT\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n" - ] - }, { "name": "stdout", "output_type": "stream", @@ -380,20 +247,6 @@ "eq_PM_g\n", "eq_PM_inv\n" ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PM\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PM_VPD\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PM_g\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PM_inv\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n" - ] } ], "source": [ @@ -411,7 +264,7 @@ }, { "cell_type": "markdown", - "id": "completed-phenomenon", + "id": "blind-reserve", "metadata": {}, "source": [ "## Importing the performance assessment functions defined in the analysis_function.py file" @@ -419,8 +272,8 @@ }, { "cell_type": "code", - "execution_count": 177, - "id": "introductory-relevance", + "execution_count": 4, + "id": "sonic-russell", "metadata": {}, "outputs": [ { @@ -472,7 +325,7 @@ }, { "cell_type": "markdown", - "id": "compound-scene", + "id": "golden-cyprus", "metadata": {}, "source": [ "## Data import, preprocess and shape for the computations" @@ -480,7 +333,7 @@ }, { "cell_type": "markdown", - "id": "unnecessary-supervisor", + "id": "latest-survival", "metadata": {}, "source": [ "### Get the different files where data are stored\n", @@ -490,8 +343,8 @@ }, { "cell_type": "code", - "execution_count": 178, - "id": "present-heating", + "execution_count": 5, + "id": "mineral-nitrogen", "metadata": {}, "outputs": [ { @@ -521,7 +374,7 @@ }, { "cell_type": "markdown", - "id": "operational-bloom", + "id": "unnecessary-luxury", "metadata": {}, "source": [ "### Define and test a function that process the fPAR data\n", @@ -530,8 +383,8 @@ }, { "cell_type": "code", - "execution_count": 179, - "id": "humanitarian-disclaimer", + "execution_count": 6, + "id": "requested-acrylic", "metadata": {}, "outputs": [], "source": [ @@ -569,8 +422,8 @@ }, { "cell_type": "code", - "execution_count": 180, - "id": "breathing-rendering", + "execution_count": 7, + "id": "swiss-ordering", "metadata": {}, "outputs": [ { @@ -685,7 +538,7 @@ "12 0.78 12" ] }, - "execution_count": 180, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -696,7 +549,7 @@ }, { "cell_type": "markdown", - "id": "ethical-identifier", + "id": "concerned-trader", "metadata": {}, "source": [ "### fPARSet function\n", @@ -705,8 +558,8 @@ }, { "cell_type": "code", - "execution_count": 181, - "id": "twelve-humanitarian", + "execution_count": 8, + "id": "equipped-creator", "metadata": {}, "outputs": [], "source": [ @@ -737,7 +590,7 @@ }, { "cell_type": "markdown", - "id": "commercial-congo", + "id": "adaptive-glenn", "metadata": {}, "source": [ "### DataChose function\n", @@ -757,8 +610,8 @@ }, { "cell_type": "code", - "execution_count": 182, - "id": "recognized-substance", + "execution_count": 9, + "id": "muslim-medicaid", "metadata": {}, "outputs": [], "source": [ @@ -828,7 +681,7 @@ }, { "cell_type": "markdown", - "id": "detailed-sixth", + "id": "traditional-paint", "metadata": {}, "source": [ "## Compile the different functions defined in the symbolic domain\n", @@ -837,7 +690,7 @@ }, { "cell_type": "markdown", - "id": "unusual-coral", + "id": "compound-onion", "metadata": {}, "source": [ "### Water stress functions" @@ -845,8 +698,8 @@ }, { "cell_type": "code", - "execution_count": 183, - "id": "arranged-journalist", + "execution_count": 10, + "id": "threaded-maintenance", "metadata": {}, "outputs": [], "source": [ @@ -867,7 +720,7 @@ }, { "cell_type": "markdown", - "id": "reserved-bhutan", + "id": "certain-parent", "metadata": {}, "source": [ "### Soil water potential" @@ -875,8 +728,8 @@ }, { "cell_type": "code", - "execution_count": 184, - "id": "linear-sweet", + "execution_count": 11, + "id": "fatal-robert", "metadata": {}, "outputs": [], "source": [ @@ -891,8 +744,8 @@ }, { "cell_type": "code", - "execution_count": 185, - "id": "announced-meter", + "execution_count": 12, + "id": "large-telling", "metadata": {}, "outputs": [], "source": [ @@ -909,7 +762,7 @@ }, { "cell_type": "markdown", - "id": "binary-egypt", + "id": "medium-emerald", "metadata": {}, "source": [ "### Penman-Monteith" @@ -917,8 +770,8 @@ }, { "cell_type": "code", - "execution_count": 186, - "id": "adolescent-healing", + "execution_count": 13, + "id": "therapeutic-balance", "metadata": {}, "outputs": [], "source": [ @@ -936,8 +789,8 @@ }, { "cell_type": "code", - "execution_count": 187, - "id": "false-system", + "execution_count": 14, + "id": "atmospheric-professor", "metadata": {}, "outputs": [], "source": [ @@ -964,8 +817,8 @@ }, { "cell_type": "code", - "execution_count": 188, - "id": "perceived-inspector", + "execution_count": 15, + "id": "accepting-struggle", "metadata": {}, "outputs": [], "source": [ @@ -986,8 +839,8 @@ }, { "cell_type": "code", - "execution_count": 189, - "id": "eastern-compact", + "execution_count": 16, + "id": "altered-joining", "metadata": {}, "outputs": [], "source": [ @@ -1008,8 +861,8 @@ }, { "cell_type": "code", - "execution_count": 190, - "id": "fiscal-voltage", + "execution_count": 17, + "id": "developing-notion", "metadata": {}, "outputs": [], "source": [ @@ -1030,8 +883,8 @@ }, { "cell_type": "code", - "execution_count": 191, - "id": "accepted-syndrome", + "execution_count": 18, + "id": "varying-pizza", "metadata": {}, "outputs": [], "source": [ @@ -1058,8 +911,8 @@ }, { "cell_type": "code", - "execution_count": 192, - "id": "strategic-needle", + "execution_count": 19, + "id": "derived-potato", "metadata": {}, "outputs": [], "source": [ @@ -1092,8 +945,8 @@ }, { "cell_type": "code", - "execution_count": 193, - "id": "common-cover", + "execution_count": 20, + "id": "interested-survivor", "metadata": {}, "outputs": [], "source": [ @@ -1115,8 +968,8 @@ }, { "cell_type": "code", - "execution_count": 194, - "id": "dried-escape", + "execution_count": 21, + "id": "decent-reminder", "metadata": {}, "outputs": [], "source": [ @@ -1134,7 +987,7 @@ }, { "cell_type": "markdown", - "id": "pointed-police", + "id": "aerial-oliver", "metadata": {}, "source": [ "### Assign the different compiled functions to variables functions (create the functions in python)" @@ -1142,8 +995,8 @@ }, { "cell_type": "code", - "execution_count": 195, - "id": "cellular-reason", + "execution_count": 22, + "id": "vocal-toyota", "metadata": {}, "outputs": [], "source": [ @@ -1168,8 +1021,8 @@ }, { "cell_type": "code", - "execution_count": 196, - "id": "empty-scientist", + "execution_count": 23, + "id": "stone-inquiry", "metadata": {}, "outputs": [], "source": [ @@ -1198,7 +1051,7 @@ }, { "cell_type": "markdown", - "id": "improving-space", + "id": "meaningful-sleeve", "metadata": {}, "source": [ "## Functions to run the different models\n", @@ -1207,7 +1060,7 @@ }, { "cell_type": "markdown", - "id": "armed-murder", + "id": "creative-strip", "metadata": {}, "source": [ "### Varying surface resistance model" @@ -1215,8 +1068,8 @@ }, { "cell_type": "code", - "execution_count": 197, - "id": "sudden-makeup", + "execution_count": 24, + "id": "hollywood-franchise", "metadata": {}, "outputs": [], "source": [ @@ -1271,7 +1124,7 @@ }, { "cell_type": "markdown", - "id": "stuffed-spring", + "id": "authentic-jacob", "metadata": {}, "source": [ "### Constant surface conductance model" @@ -1279,8 +1132,8 @@ }, { "cell_type": "code", - "execution_count": 198, - "id": "residential-motivation", + "execution_count": 25, + "id": "modern-butter", "metadata": {}, "outputs": [], "source": [ @@ -1336,8 +1189,8 @@ }, { "cell_type": "code", - "execution_count": 199, - "id": "hindu-guarantee", + "execution_count": 26, + "id": "dominican-entrepreneur", "metadata": {}, "outputs": [], "source": [ @@ -1393,7 +1246,7 @@ }, { "cell_type": "markdown", - "id": "technological-victor", + "id": "threatened-effort", "metadata": {}, "source": [ "### Benchmark Penman-Monteith model" @@ -1401,8 +1254,8 @@ }, { "cell_type": "code", - "execution_count": 200, - "id": "numeric-privacy", + "execution_count": 27, + "id": "variable-brother", "metadata": {}, "outputs": [], "source": [ @@ -1452,8 +1305,8 @@ }, { "cell_type": "code", - "execution_count": 201, - "id": "political-utility", + "execution_count": 28, + "id": "sustained-panel", "metadata": {}, "outputs": [], "source": [ @@ -1503,7 +1356,7 @@ }, { "cell_type": "markdown", - "id": "applicable-straight", + "id": "secret-halifax", "metadata": {}, "source": [ "### Modified version of the PM equation\n", @@ -1518,8 +1371,8 @@ }, { "cell_type": "code", - "execution_count": 202, - "id": "initial-intranet", + "execution_count": 29, + "id": "universal-paste", "metadata": {}, "outputs": [], "source": [ @@ -1574,8 +1427,8 @@ }, { "cell_type": "code", - "execution_count": 203, - "id": "dangerous-watch", + "execution_count": 30, + "id": "norman-atmosphere", "metadata": {}, "outputs": [], "source": [ @@ -1631,7 +1484,7 @@ }, { "cell_type": "markdown", - "id": "mature-synthesis", + "id": "adjacent-edgar", "metadata": {}, "source": [ "### Priestley and Taylor model" @@ -1639,8 +1492,8 @@ }, { "cell_type": "code", - "execution_count": 204, - "id": "systematic-currency", + "execution_count": 31, + "id": "unauthorized-physics", "metadata": {}, "outputs": [], "source": [ @@ -1686,7 +1539,7 @@ }, { "cell_type": "markdown", - "id": "defined-hydrogen", + "id": "unauthorized-editor", "metadata": {}, "source": [ "### Inverse modelling\n", @@ -1695,8 +1548,8 @@ }, { "cell_type": "code", - "execution_count": 205, - "id": "neutral-designation", + "execution_count": 32, + "id": "august-acceptance", "metadata": {}, "outputs": [], "source": [ @@ -1741,7 +1594,7 @@ }, { "cell_type": "markdown", - "id": "fallen-assumption", + "id": "contemporary-throw", "metadata": {}, "source": [ "## Calibration algorithm" @@ -1749,8 +1602,8 @@ }, { "cell_type": "code", - "execution_count": 206, - "id": "raised-investment", + "execution_count": 33, + "id": "honest-verification", "metadata": {}, "outputs": [], "source": [ @@ -1771,8 +1624,8 @@ }, { "cell_type": "code", - "execution_count": 207, - "id": "liable-singapore", + "execution_count": 34, + "id": "hispanic-august", "metadata": { "jupyter": { "source_hidden": true @@ -1907,7 +1760,7 @@ }, { "cell_type": "markdown", - "id": "liable-giving", + "id": "chicken-somewhere", "metadata": {}, "source": [ "Use the global optimizer from the `scipy.optimize` package. Minimize the squared residual :\n", @@ -1918,8 +1771,8 @@ }, { "cell_type": "code", - "execution_count": 208, - "id": "burning-nursing", + "execution_count": 35, + "id": "surprised-reggae", "metadata": {}, "outputs": [], "source": [ @@ -1935,7 +1788,7 @@ }, { "cell_type": "markdown", - "id": "graduate-funds", + "id": "exposed-coverage", "metadata": {}, "source": [ "Function to compute the moving average of a time serie with a varying window size" @@ -1943,8 +1796,8 @@ }, { "cell_type": "code", - "execution_count": 209, - "id": "alternate-retro", + "execution_count": 36, + "id": "ethical-pixel", "metadata": {}, "outputs": [], "source": [ @@ -1973,7 +1826,7 @@ }, { "cell_type": "markdown", - "id": "australian-albert", + "id": "assured-musical", "metadata": {}, "source": [ "Define a non-linear stress factor function for later experiments" @@ -1981,8 +1834,8 @@ }, { "cell_type": "code", - "execution_count": 210, - "id": "digital-float", + "execution_count": 37, + "id": "entire-marketing", "metadata": {}, "outputs": [], "source": [ @@ -2016,7 +1869,7 @@ }, { "cell_type": "markdown", - "id": "antique-reform", + "id": "correct-importance", "metadata": {}, "source": [ "# Part III - Experiments" @@ -2024,7 +1877,7 @@ }, { "cell_type": "markdown", - "id": "furnished-congo", + "id": "sized-mississippi", "metadata": {}, "source": [ "## Reconstructing the artificial stress factor\n", @@ -2044,7 +1897,7 @@ }, { "cell_type": "markdown", - "id": "incorporated-intent", + "id": "productive-writing", "metadata": {}, "source": [ "#### Use the data from Howard Spring, year 2016" @@ -2052,8 +1905,8 @@ }, { "cell_type": "code", - "execution_count": 211, - "id": "speaking-degree", + "execution_count": 38, + "id": "cleared-grave", "metadata": {}, "outputs": [], "source": [ @@ -2067,8 +1920,8 @@ }, { "cell_type": "code", - "execution_count": 212, - "id": "exclusive-ethnic", + "execution_count": 39, + "id": "graduate-principle", "metadata": {}, "outputs": [ { @@ -2469,7 +2322,7 @@ "[366 rows x 24 columns]" ] }, - "execution_count": 212, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" } @@ -2481,7 +2334,7 @@ }, { "cell_type": "markdown", - "id": "enormous-module", + "id": "respiratory-symbol", "metadata": {}, "source": [ "#### Calibrate the constant surface conductance model\n", @@ -2491,8 +2344,8 @@ }, { "cell_type": "code", - "execution_count": 213, - "id": "younger-oxide", + "execution_count": 40, + "id": "systematic-cooler", "metadata": {}, "outputs": [ { @@ -2501,7 +2354,7 @@ "array([0.19241937, 0.045 ])" ] }, - "execution_count": 213, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" } @@ -2513,7 +2366,7 @@ }, { "cell_type": "markdown", - "id": "documented-journey", + "id": "regular-mayor", "metadata": {}, "source": [ "#### Run the classic model and compute the \"natural\" stress factor" @@ -2521,8 +2374,8 @@ }, { "cell_type": "code", - "execution_count": 214, - "id": "based-result", + "execution_count": 41, + "id": "streaming-deviation", "metadata": {}, "outputs": [], "source": [ @@ -2533,7 +2386,7 @@ }, { "cell_type": "markdown", - "id": "golden-abuse", + "id": "strange-champion", "metadata": {}, "source": [ "#### Run the constant $g_s$ model and compute the \"artificial stress factor " @@ -2541,8 +2394,8 @@ }, { "cell_type": "code", - "execution_count": 215, - "id": "closing-novelty", + "execution_count": 42, + "id": "fundamental-photograph", "metadata": {}, "outputs": [], "source": [ @@ -2553,8 +2406,8 @@ }, { "cell_type": "code", - "execution_count": 216, - "id": "identified-night", + "execution_count": 43, + "id": "personal-elder", "metadata": {}, "outputs": [ { @@ -2589,7 +2442,7 @@ }, { "cell_type": "markdown", - "id": "fabulous-lucas", + "id": "spatial-miami", "metadata": {}, "source": [ "**Investigate the relation between soil water content and stress factor value**\n", @@ -2598,8 +2451,8 @@ }, { "cell_type": "code", - "execution_count": 217, - "id": "smaller-giving", + "execution_count": 44, + "id": "starting-acrylic", "metadata": {}, "outputs": [ { @@ -2670,8 +2523,8 @@ }, { "cell_type": "code", - "execution_count": 218, - "id": "oriented-residence", + "execution_count": 45, + "id": "pending-folks", "metadata": {}, "outputs": [ { @@ -2712,7 +2565,7 @@ }, { "cell_type": "markdown", - "id": "approved-baseline", + "id": "preliminary-research", "metadata": {}, "source": [ "## Information contained in the fPAR coefficient\n", @@ -2746,7 +2599,25 @@ }, { "cell_type": "markdown", - "id": "federal-compact", + "id": "stuffed-voltage", + "metadata": {}, + "source": [ + "**Re-upload the data**" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "olympic-blend", + "metadata": {}, + "outputs": [], + "source": [ + "Data = DataChose(ds,\"2016\",fPAR_data_process(fPAR_files[3],dates_fPAR))" + ] + }, + { + "cell_type": "markdown", + "id": "fancy-state", "metadata": {}, "source": [ "### First experiments" @@ -2754,7 +2625,7 @@ }, { "cell_type": "markdown", - "id": "romance-future", + "id": "experimental-civilian", "metadata": {}, "source": [ "#### Compute the results of the classic Penman-Monteith model" @@ -2762,8 +2633,8 @@ }, { "cell_type": "code", - "execution_count": 98, - "id": "obvious-master", + "execution_count": 51, + "id": "usual-general", "metadata": {}, "outputs": [], "source": [ @@ -2772,7 +2643,7 @@ }, { "cell_type": "markdown", - "id": "rocky-pepper", + "id": "instrumental-island", "metadata": {}, "source": [ "#### Calibrate and compute the results of the first model ($f_{PAR}$ model)" @@ -2780,8 +2651,8 @@ }, { "cell_type": "code", - "execution_count": 99, - "id": "thick-color", + "execution_count": 52, + "id": "palestinian-electric", "metadata": {}, "outputs": [], "source": [ @@ -2791,7 +2662,7 @@ }, { "cell_type": "markdown", - "id": "documentary-supplement", + "id": "established-burden", "metadata": {}, "source": [ "#### Calibrate and compute the results of the second model (incomplete $g_s$ model)" @@ -2799,8 +2670,8 @@ }, { "cell_type": "code", - "execution_count": 100, - "id": "physical-upper", + "execution_count": 53, + "id": "included-couple", "metadata": {}, "outputs": [], "source": [ @@ -2810,7 +2681,7 @@ }, { "cell_type": "markdown", - "id": "expressed-madrid", + "id": "tracked-exception", "metadata": {}, "source": [ "#### Process and plot the results" @@ -2818,8 +2689,8 @@ }, { "cell_type": "code", - "execution_count": 101, - "id": "ideal-italic", + "execution_count": 54, + "id": "spectacular-peoples", "metadata": {}, "outputs": [], "source": [ @@ -2841,25 +2712,25 @@ }, { "cell_type": "code", - "execution_count": 102, - "id": "appreciated-absorption", + "execution_count": 55, + "id": "tough-length", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - ":42: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", + ":42: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", " plt.annotate(s='', xy=(date_beg,0), xytext=(date_end,0), arrowprops=dict(arrowstyle='<->'))\n", - ":43: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", + ":43: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", " plt.annotate(s='', xy=(\"2016-01-01\",0), xytext=(date_beg,0), arrowprops=dict(arrowstyle='<->'))\n", - ":44: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", + ":44: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", " plt.annotate(s='', xy=(date_end,0), xytext=(\"2016-12-31\",0), arrowprops=dict(arrowstyle='<->'))\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -2930,7 +2801,7 @@ }, { "cell_type": "markdown", - "id": "novel-tomorrow", + "id": "heavy-china", "metadata": {}, "source": [ "The fPAR coefficient catch the variability of the time serie and the constant $g_s$ model can't. There is a discrepency between the fPAR model and the observed data during the dry season, the fPAR coefficient is not able to reduce enough the potential evapo-transpiration rate." @@ -2938,15 +2809,15 @@ }, { "cell_type": "code", - "execution_count": 103, - "id": "sophisticated-resolution", + "execution_count": 56, + "id": "connected-cherry", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "For this model, theta_3 = 0.1924193747305972 and theta_4 = 0.045\n" + "For this model, theta_3 = 0.55 and theta_4 = 0.045\n" ] } ], @@ -2956,7 +2827,7 @@ }, { "cell_type": "markdown", - "id": "front-stack", + "id": "robust-canal", "metadata": {}, "source": [ "### Second experiment" @@ -2964,7 +2835,7 @@ }, { "cell_type": "markdown", - "id": "genuine-temperature", + "id": "modified-receiver", "metadata": {}, "source": [ "#### Calibration of the complete constant surface conductance model" @@ -2972,8 +2843,8 @@ }, { "cell_type": "code", - "execution_count": 104, - "id": "strategic-calculator", + "execution_count": 57, + "id": "willing-metadata", "metadata": {}, "outputs": [], "source": [ @@ -2982,7 +2853,7 @@ }, { "cell_type": "markdown", - "id": "cross-basket", + "id": "weekly-induction", "metadata": {}, "source": [ "#### Compute the associated time serie" @@ -2990,8 +2861,8 @@ }, { "cell_type": "code", - "execution_count": 105, - "id": "peaceful-timber", + "execution_count": 58, + "id": "played-recall", "metadata": {}, "outputs": [], "source": [ @@ -3000,7 +2871,7 @@ }, { "cell_type": "markdown", - "id": "equipped-effectiveness", + "id": "legislative-hartford", "metadata": {}, "source": [ "#### Process and plot the results" @@ -3008,8 +2879,8 @@ }, { "cell_type": "code", - "execution_count": 106, - "id": "characteristic-franklin", + "execution_count": 59, + "id": "prescription-orchestra", "metadata": {}, "outputs": [], "source": [ @@ -3019,8 +2890,8 @@ }, { "cell_type": "code", - "execution_count": 107, - "id": "loaded-lindsay", + "execution_count": 60, + "id": "taken-demographic", "metadata": {}, "outputs": [ { @@ -3028,7 +2899,7 @@ "output_type": "stream", "text": [ "Fe 3.862007\n", - "dtype: float64 cst_model 3.763747\n", + "dtype: float64 cst_model 3.488379\n", "dtype: float64 Complete_cst 3.870266\n", "dtype: float64\n" ] @@ -3037,17 +2908,17 @@ "name": "stderr", "output_type": "stream", "text": [ - ":40: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", + ":40: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", " plt.annotate(s='', xy=(date_beg,-2), xytext=(date_end,-2), arrowprops=dict(arrowstyle='<->'))\n", - ":41: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", + ":41: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", " plt.annotate(s='', xy=(\"2016-01-01\",-2), xytext=(date_beg,-2), arrowprops=dict(arrowstyle='<->'))\n", - ":42: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", + ":42: MatplotlibDeprecationWarning: The 's' parameter of annotate() has been renamed 'text' since Matplotlib 3.3; support for the old name will be dropped two minor releases later.\n", " plt.annotate(s='', xy=(date_end,-2), xytext=(\"2016-12-31\",-2), arrowprops=dict(arrowstyle='<->'))\n" ] }, { "data": { - "image/png": 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8zz0AfDdtmrOVzs/PD5PJhNFoRCnFY48/zlNPPsmBAwcAR8K5bNkyZ/ncdO3aFXd3d4bfdx8RERG0atXKeWz0mDFM/uAD1qxZg81mIzMzk02bNjm74A4dNoyffvyRP/74A6vVyozp0/n3iu71OfHz86P/HXfw0gsv8M/69dx3/+WeFElJSbi6uhIYGEhmZiYTJ0wgMTEx17puadqUFX/8wZEjR8jIyOCF55/PMub74UceYc7s2SxcuBCLxYLVamX37t2sWrXqmjGKG4skhUIIIQCYPv07vL29qV27HnXq1MfPz4/vvpvqPD5q1EhGjx6Dv38Qc+b8wKJFC/D19QVgzpy51KlTHy8vX/r2vYNXX32Z9u3bA/DVV19Qu3YtOnTojLe3H1FRjfnhhx9RSl0zHl9fX+64oz9LlizlgQdGZDn20EMjeeqpJxkxYiT+/kGEhUUyceJrzi8y9903jMce+y99+vSnUqUqnD59mnbt2hbh1RJCgKMr6W8rVrBn927q16lDgK8v3Tp3ZuvWrQDcfvvtDLvvPm5t0YJKQUHM+/FH+t9xx3U953sffECzZs1o1bw5kWFhnDx5kvkLFmA0Gp1lHnjwQT58/30CfH2ZNGECc3/6ydkl888VK2jRtCk+np60ufVWBg8Zwr3DhgHwyquv0rdfPwb064e/jw91atbky88/x263XzMmg8HAvffdx9IlS7K02gF069aNz7/6iqfHj6dSUBAhlSszbuxY5w9j7du3Z/LHH/OfkSOpEBDAsqVLuevuu/O8DvePGMHSJUvodvvtWbrfjn3iCXz9/AitUoVa1avj4eGRrcvrlYYMHUqfvn1pfsst1KpenbCwsCw/wjVo0IBffv2Vjz78kJDKlalcsSIPDB9e6O6oomxS5WE62cbNmuk1uQxYFkKUvAzOEoRLaYdRIvbsOU7dunVKOwwhhCgwCxqDjDQS4oazd88ewurWzbbfR6lNWutmOZ0jLYVCCCGEEEIIUY5JUiiEEEIIIYQQ5ZgkhUIIIYQQQghRjklSKIQQQgghhBDlmCSFQgghhBBCCFGOSVIohBBCCCGEEOWYJIVCCCGEEEIIUY5JUiiEEEIIIYQQ5ZgkhUIIIYQQQghRjklSKIQQQgghhBDlmCSFQgghbgodOnRi0qTXSjsMUQbExMSglImjR4/mq7x8dm4svXr04J233y7tMAqtU4cOvDZpUmmHIcqImJgYTErl+35VXJ8fSQqFEEIA5euL8Y3+Wosj/hv9mojyY9GSJYx/6qnSDqPE3MhJZHHFfiNfk7JKkkIhhBBCCCGEKMckKRRCCJFNRER1Xn/9DTp37oqXly8NGjTir7/+ylImJSWFJ58cT7VqNfH29qNevSjWrFkDwNmzZ7nvvuEEB1clOLgq998/gnPnzmWpf9Kk1+jYsTNeXr5ERTVm+/btzJo1mxo1auPrG8DIkaOwWq3O8hMmTKRNm3Z4efnSrFlLNmzYkGv8aWlpPPnkeCIjaxAQUIHu3Xty8OBBAB59dDRr1qxl4sTX8PLypXbtenmek5Nrvf78XoNrXeOPPvqYyMgaeHv7UbVqGM899/w14588+SPq1KmPt7cfYWGRPPvsc9hstnw9X2515mTmzFlUq1YTLy9fBg26m/Hjn+Kee4bmWj4nBX3/87qWcXFx9O3bH1/fAGrVqsvSpcuyPF9B39vy7tL707VjF3y9vGgcFcX27duZPWsWtWvUIMDXl1EjRzrfn7S0NMY/+SQ1IiOpEBBAz+7ds1zfjyZPpn6dOvh5exMZFsZzzz6b5bNZPSKCN15/na6dO+Pr5UWjBg2y3W+udHUrUV7np6SkMP7JJ6lZrRp+3t5E1auX5V41/L77qBocTNXgYEbcf3+Wz1b1iAhemzSJzh075utaXDpn4oQJtGvTBl8vL1o2a5bn/Sq36zf60UdZu2YNr02ciK+XF/Vq187XNb/a9V6DvN6fjz/6iBqRkfh5exNWtSrPP/dcrrFf7+cht3pzMmvmTGpWq4avlxd3DxrEU+PHM/See3Itf7XCvP95Xc+4uDj69+1LgK8vdWvVYtnSpVmes6DvbZHRWt/0j0ZNm+okreUhD3mUkccZHV8GoiiZx+7dO7XW1suPjaO1/q1dyTw2js763Hk82rdvpydOfFVrbdXh4eG6evXqeufObdpqzdBjxozWNWrUyFL+rrsG6TZtWuvDhw9ou92iDxzYqw8c2Ku1turbb++me/fupc+dO6PPnTuje/bsoXv27OE8Nzw8XNeoUUPv3r1DZ2Ze0EOHDtHVqlXTDz00UqeknNfHjh3WFSpU0NOnf+csX7lyZb1x4z86IyNNv/HGazooKEifP38ux/iHDLlH9+rVU8fFxeqMjDT90ksv6Nq1a+vMzAvZyl565HXO1Y9rvf78XoPcrvG+fbu1u7u73rlzm9baqhMS4vXff6/N8bVeevz441xnLJs3b9AVK1bUn3/+Wb6eL7c6r358/fWXOiwsTP/991pttWboyZM/0GazWb/55usF+qwV9P3P61p26tRR9+/fTycmntUnT8bo1q1v04A+cuRgoT8PJfL4rZ3Wh75x/G274Ng+PM2xbUlybB+d6djOOOvYPv6DY/tCnGM7er5jOy3GsR37q2M75Yhj++TSAsd16f3Ztnu7vpCZqYcMHaqrVaumRz70kD6fkqIPHzumK1SooL+bPl1btdb3DBmie/bqpWPj4nRaRoZ+4aWXdO3atfWFzExt1VrP/fFHfeDwYW2x2/WGzZt1xYoV9Weff+58xkufzW07d+oMq1WPHjNG16hRI9cI27Vvr1+dODHf5w+66y7duk0bZwx7DxzQew8c0Fatdbfbb9e9evfWZ86d02fOndM9evbUPXr2zFJ3jRo19I7du/N1LS6dU7lyZf3Pxo06LSNDv/bGGzooKEifO38+x/jzun5Xl8/POVc/rvcaXOv67t63T7u7u+ttO3dqq9Y6PiFBr/3771xjL4rPQ071Xv348uuvdVhYmF779986w2rVH0yerM1ms379zTfz/a+hMO9/XtezY6dOul///vpsYqKOOXlS39a6tQb0wSNHCv15uPqxc/fuHL+VABt1LvlSqSdsJfGQpFAe8ihbD0kKb4yk8O2333Qe27lzmwZ0YuJZrbVVnzp1QgPOpOXKR2zscQ3o/fv3OPft3btLA/rEiegc61+0aIEG9OnTJ537Bg0aqMeMGe0s/8ILzzmP2e0WHRoaqmfM+D5b/GfOxGlAHzt22HnMZsvUPj4+es2aldleq9bWfJ1z5eNar7+w1+DKa3zo0H7t5uam58yZpZOTE6/5XuX2GDdurB40aKBzO6/3NK86U1OTdEBAgF648Ocs+wC9bNniAn3WCvL+53UtY2KOOb5QHdznPL58+RJnUliYz0OJPcpwUvj222/qTG3RVq31gkWLNKBPnj7tLDVw0CA9eswYHXfmjAb04WPHnMcybTbt4+OjV65Zk+MzjB03Tg8cNMi5HR4ert98+23n9radOzWgzyYm5nh+TklhbuefOHVKA86E5crH8dhYDeg9+/c79+3au1cDOvrEiRzrvta1uDKe5154wbltsdt1aGio/n7GjGzx5+f6Xf16C3rNi/oaXP3+7D90SLu5uelZc+boxOTka75XRfV5yKvepNRUHRAQoH9euDDLPkAvXrYs3/8aCvr+53U9j8XEaEDvO3jQeXzJ8uXOpLAwn4ecHoVJCk1F3/YohBAiV03fL+0I8q1y5crOvz09PQFITk7G19fXOUtarVq1sp0XHR0NQGRkpHNf9erVnccu1Xtl/R4eHhiNRipUqJBlX3JyinM7IiLC+bdSirCwUGJiYrI9/5EjRwBo2LBJlv0Wi4Xo6OzlC3POtV4/FO4aXHmNq1WrxowZ3/O//33OyJGjaNgwipdeeoFu3brl+HwAs2bN5v33P+Tw4cNYrVYyMzNp1aplljLXek/zsnLlSkwmE71793bui4+PB6Bx48Z5nn+1/L7/eV1Lx/ccCA8Pdx6/smxhPg8lpsuKy38bzFm3TR5Zt118s267BWXddg/Ouu0ZmnW7gPLz/qQkJzuvb5OGDbOcb7FYiLn43s2eNYsP338/y2ezZatWuT5fQT+b1zr/xIkTQPHfq1KSk7PUffX9KjQs7Jr3q2tdv+s9p6jv11e/P9WqVeP7GTP4/H//Y9TIkUQ1bMgLL72U6/2qJD4PRXm/Ksj7X1T3q4J8HoqKJIVCCCEK7NIXngMHDlCvXtbxZ6GhoYDji0iNGjUAOHz4cJZjhXHldN1aa44fjyYkJCRbuUv/sz1wYG+W/3FfyWDIOqQ+P+dc6VqvH4rmGgwYcAcDBtxBZmYmn3/+Bf36DeDs2dN4eHhkiz86Opp7772PefN+pEeP7ri4uPDkk+PZuHFTvp4Lsl+Tq50+fQY/P78s+376aR5VqlShYsWKaK0ZM+YJtm7dit1uZ/jw+3nwwQfy/fy5yetaXhqLdOzYMeeXrys/KwV9b0XBXLq+ew8cyPH6RkdHc9+99/LjvHl079EDFxcXxj/5JJs2biyR+ErjXnWpzku01kQfP37N+1Vu1w9yv19d65wrlcQ1uGPAAO4YMIDMzEy++PxzBvTrx+mzZ3O8VxXF5yGv+9WZ06ez3a/m/fRTlvvVE2PGOO9X9w8fzgMPPligGHJSVPer/L63RUkmmhFCCFFgFStWZODAO3nkkUc5evQoWmsOHjzIwYMHqVKlCt26dWXcuPEkJiaSkJDAuHHj6dGje5ZfXAtqypSpbN68GYvFwjvvvEtaWhq9evXMMbYhQ+7hkUceJTY2FoDExETmz/+ZlBRHy2NwcDAHDx4q0Dn5ff3AdV+Dffv2sXTpUtLS0jCbzfj6+qKUcn4Rujr+lJQU7HY7FSoEYTabWb9+Pd9/PyO/lzbHOq8WFdWAgwcPsmLFCiwWC/Pn/8yrr06kceNGAOzdu5c9e/awatWfrFmzihEjhhfo+XOT17UMCQmhQ4f2PPXUMyQlJXHq1CkmTLg8CUlB31tRMBUrVuSeIUN49JFHslzfn+fPJyUlxfnZDKpQwfnZnPH99yUa350DB/LoI4/keK/q2q0b48eNc362xo8bR/cePa7rXgUwdcoU5/3q3XfeIS0tjZ69euUY37WuHzj+bR66YqKR/JxTktfgWverq2Mvqs/D1fVerUFUVJb71c/z5zPx1VdpdLGV8NL96s9Vq1i1Zg3DR4wocAw5yet6hoSE0L5DB5556inn/WrShAnO8wv63hYlSQqFEEIUypQpX9O4cWPat++Et7cf/foNIC4uDoDp07/D29ub2rXrUadOffz8/Pjuu6nX9XyjRo1k9Ogx+PsHMWfODyxatCDXrkRfffUFtWvXokOHznh7+xEV1ZgffvgRpRQAY8c+zsaNm/DzC6R+/Yb5Oqcgr/96r0FmZiYTJkyicuUQ/PwC+eijT/jpp7m4ubnlGH/dunV59dWX6ddvAH5+gbz55tvcc8/g/F7aXK/JlZo2bcpLL73AoEGDqVIllDVr1tC69W20bNkCcHRNa9++HYMG3c3EiZOc3aSKQl7XcubM6WRkZBAaGkHbth24775hWc4v6HsrCuaLr76iVu3adO7QAT9vbxpHRfHjDz+glKJu3bq8/OqrDOjXj0A/P95+800GF2D2x6Lw9ZQpNG7cmE7t2+Pn7c2Afv2c/1a/mz4db29v6tWu7ZgR08+Pqd99d93POXLUKMaMHk2Qvz8/zJnDgkWLcr1fXev6ATw+diybNm4k0M+PhvXr5+uckrwGmZmZTJowgZDKlQn08+OTjz5i7k8/4ebmli32ovo85HRNrtS0aVNeeOklBg8aRGiVKqxZs4bbWremRUtHl/patWrRrn177h40iEkTJxbp/Sqv6zl95kwyMjKICA2lQ9u2DLvvviznF/S9LSqqKC9CWdW4WTO9poS6KQgh8pbBWYJwKe0wSsSePcepW7dOaYdxw3NMkT+Be+8t2NIHovgkJCQQHl6NdetWExUVRWpqqnPsT8uWtzJ37uws42bEjceCxiAjjQqsekQEEyZNYui995Z2KOKihIQEqoWHs3rdumz3q1tbtmT23Lk31f1q7549hNWtm22/j1KbtNbNcjpH/qULIYQQIk8bNmzAy8uLOnXqcOjQIUaNepj+/fsRFRUFwKhRD1+cOMJGr149bqovWEKIG8vV96uHR42iX//+zvvVw6NGcfjwYWxWKz169ZL7FZIUCiGEECIfdu3azTPPPEdycjJVqlRhyJDBPPvsM87jM2aU3DgxIYS4lt27dvHcM88471eDhwzhmWefdR7/fkbBxlyXB9J9VAhR4qT7qBBClH3SfVSIG1Nhuo/KRDNCCCGEEEIIUY5JUiiEEEIIIYQQ5ZgkhUIIIYQQQghRjklSKIQQQgghhBDlmCSFQgghhBBCCFGOSVIohBBCCCGEEOWYJIVCCCGEEEIIUY5JUiiEEEIIIYQQ5ZgkhUIIIYQQQghRjklSKIQQQgghhBDlmCSFQgghyqwOHToxadJrpR1GmRQTE4NSJo4ePZrvc+R6ClE8OnXowGuTJpV2GGVOTEwMJqUKdJ+Sa1k6JCkUQgjhtHHjRvr3H0CFCsH4+PhTq1Zdxox5gpMnT5Z2aPkiSY8QoqyTpEeURZIUCiGEAOC3336jTZv21K5di61bN5GUlMCqVSsIDAxg1arVpR2eEEIIIYqJJIVCCFGCxix9gg5TO5XIY8zSJwoU2yOPPMaQIffw1ltvUrVqVQAqV67Miy++wODBdwNw9uxZ7rtvOMHBVQkOrsr994/g3LlzzjoiIqozadJrdOzYGS8vX6KiGrN9+3ZmzZpNjRq18fUNYOTIUVitVmf5CRMm0qZNO7y8fGnWrCUbNmzINca0tDSefHI8kZE1CAioQPfuPTl48CAAjz46mjVr1jJx4mt4eflSu3a9PM/JzcyZs6hWrSZeXr4MGnQ348c/xT33DC3Q9Szotcjr2sbFxdG3b398fQOoVasuS5cuK9D1EWVPh6mdmLp1GgAWm4UOUzsxffsMANIsaXSY2ok5O+cCcD79PB2mdmLenvkAxKfF02FqJxbuWwhAXEocHaZ2YunBpQBEn4+mw9RO/H749wLHdemz27VjF3y9vGgcFcX27duZPWsWtWvUIMDXl1EjRzo/u2lpaYx/8klqREZSISCAnt27Z/ncfTR5MvXr1MHP25vIsDCee/ZZbDab83j1iAjeeP11unbujK+XF40aNOCvv/7KNb6UlBTGP/kkNatVw8/bm6h69VizZo3z+NmzZxl+331UDQ6manAwI+6/P8u/peoREbw2aRKdO3bM1+urHhHBxAkTaNemDb5eXrRs1izP+1Ru12P0o4+yds0aXps4EV8vL+rVrp2va5iTWTNnUrNaNXy9vLh70CCeGj+eoffcc81zrlbQa5HXtY2Li6N/374E+PpSt1Ytli1dWqDrI0qPJIVCCCHYv38/Bw8eZMiQwdcsN3ToMBISEtizZyd79uwkPj6eYcPuz1Jm2rTv+eyzT0hIiKdRo4bcccdA/vxzJdu2bWbHjq0sWLCQOXPmOst//vmXTJ78AefOnWHgwAH07NmHpKSkHJ//oYf+w969+1i/fh1xcbG0bNmC3r37YbFY+OSTj2jbtg0vvvg8KSnn2bdvd57n5OSbb6bw7LPPM3Pm95w/f462bdswefLHNG7cqCCXtMDXIq9rO3ToMIxGI8ePH2H16j+ZOnVaga6PEAUxbdr3fPTZx8QnJNCwUSMG3nEHK//8k83btrF1xw4WLljA3DlzAPjPQw+xb+9e1q1fT2xcHC1atqRf797Oz11ISAi/LllCQlIS8375halTpvDN119neb6pU6bw4Ucfce78eTp37coD99+fLaZLHnrwQf795x+W//EHCUlJzF+wgMqVKzuPDxs6lISEBHbu2cPOPXuIj4/n/mHDstTx/bRpfPLZZ/l6fQBffv45H0yezJlz5xgwcCB9evbM9T51revx0Sef0KZtW55/8UXOp6Swe9++fF3Dq0355huef/ZZvp85k3Pnz9OmbVs+njyZRo0b53rdclOQa5HXtR02dChGo5Ejx4/z5+rVTJs6tUDXR5QirXWZfQBTgNPAziv2BQC/AQcu/tc/r3oaNW2qk7SWhzzkUUYeZ3R8GYiiZB67d+/UWlvL/GPt2lUa0Lt378i1TGzscQ3o/fv3OPft3btLA/rEiWittVWHh4frt99+03l80aIFGtCnT5907hs0aKAeM2a0s/wLLzznPGa3W3RoaKieMeN7rbVVt2/fTk+c+KrW2qrPnInTgD527LCzvM2WqX18fPSaNSuzlc/vOVc+UlOTdEBAgF648Ocs+wC9bNniAl3TglyLvK5tTMwxDeiDB/c5jy9fvkQD+siRg4W+PvKQR06PS5/dTG3RVq31gkWLNKBPnj7tLDVw0CA9eswYHXfmjAb04WPHnMcybTbt4+OjV65Zk+MzjB03Tg8cNMi5HR4ert98+23n9radOzWgzyYmZjv3xKlTGtDbdu7Mse7jsbEa0Hv273fu27V3rwZ09IkTOT7ftV7fpfLPvfCC85jFbtehoaH6+xkznPvatW+vX504MV/X41LZS8cLeg2TUlN1QECA/nnhwiz7AL142bICvdsFuRZ5XdtjMTEa0PsOHnQeX7J8uePedeRIvl/r1ddHHgV/7Ny9O8dvJcBGnUu+ZCqmXLOoTAU+Ab67Yt8zwB9a6zeVUs9c3H66FGITQoibRoUKFQCIjY2lbt26OZaJjo4GIDIy0rmvevXqzmOXfqm/8hd7Dw8PjEajs/5L+5KTU5zbERERzr+VUoSFhRITE5Pt+Y8cOQJAw4ZNsuy3WCxER2cvX5hzVq5ciclkonfv3s598fHxADQuxC/w+b0WeV1bx//LITw83Hn8yrJQuOsjRG7y89lNSU52fu6aNGyY5XyLxULMxc/17Fmz+PD99zl8+DBWq5XMzExatmqV6/N5enoCkJycjK+vb5Zyl2axrFWrVo5xF+V9KiU52bl99X0qNCzsmvepa12P6z2nNO5TKcnJRXqfKsj1ESWjTCeFWuvVSqmIq3b3Azpc/HsasBJJCoUQ4rrUqlWLGjVqMGvWHLp06ZJjmdDQUMDxpaxGjRoAHD58OMuxwrhyqnKtNcePRxMSEpKt3KUvGgcO7M3yheVKBkPWURH5OedKp0+fwc/PL8u+n36aR5UqVahYsaIzxjFjnmDr1q3Y7XaGD7+fBx98IM+6ryWva3tp/NWxY8ecX8KunuK9oK9ViKJw6XO398CBHD930dHR3Hfvvfw4bx7de/TAxcWF8U8+yaaNGwv1fJeSswMHDlCvXr1sx0vqPhV9/Pg171O5XQ/I/T51rXOudOb06Wz3qXk//ZTtPvXEmDHO+9T9w4fzwIMP5ln3tRTlfSq/r1WUnBtxTGElrfWludHjgEo5FVJKjVJKbVRKbTx75kzJRSeEEDeozz77mBkzZvLcc89z4sQJAE6dOsUbb7zJ7NlzqFKlCt26dWXcuPEkJiaSkJDAuHHj6dGje5ZfmgtqypSpbN68GYvFwjvvvEtaWhq9evXMVq5ixYoMGXIPjzzyKLGxsQAkJiYyf/7PpKQ4Wh6Dg4M5ePBQgc65UlRUAw4ePMiKFSuwWCzMn/8zr746Mct4wr1797Jnzx5WrfqTNWtWMWLE8EK/9kvyurYhISF06NCep556hqSkJE6dOsWECVmntC/oaxWiKFSsWJF7hgzh0UceyfK5+3n+fFJSUkhJScFutxNUoQJms5n169cz4/vvr+v57hw4kEcfeYSjR4+itebgwYPOiUqqVKlC127dGD9unPPf0vhx4+jeo8d13aemTpnivE+9+847pKWl0bNXrxzju9b1AMd96tAVE6vk55wrNYiKynKf+nn+fCa++mqW8YSX7lN/rlrFqjVrGD5iRKFf+yV5XduQkBDad+jAM0895bxPTZowocDXR5SOGzEpdNKOdmqdy7EvtdbNtNbNAuWXCCGEyFPXrl1Zu3YVu3fvISqqMd7efrRp057Tp0/ToUN7AKZP/w5vb29q165HnTr18fPz47vvpl7X844aNZLRo8fg7x/EnDk/sGjRgmxdxi756qsvqF27Fh06dMbb24+oqMb88MOPKKUAGDv2cTZu3ISfXyD16zfM1zlXatq0KS+99AKDBg2mSpVQ1qxZQ+vWt9GyZQtnmVq1atG+fTsGDbqbiRMnObtMXa+8ru3MmdPJyMggNDSCtm07cN99w7LVUZDXKkRR+eKrr6hVuzadO3TAz9ubxlFR/PjDDyilqFu3Li+/+ioD+vUj0M+Pt998k8EFnCHzal9PmULjxo3p1L49ft7eDOjXj7i4OOfx76ZPx9vbm3q1aztmPfXzY+p3312jxryNHDWKMaNHE+Tvzw9z5rBg0aJc71PXuh4Aj48dy6aNGwn086Nh/fr5OudKTZs25YWXXmLwoEGEVqnCmjVruK11a1q0bOksU6tWLdq1b8/dgwYxaeLEIrtP5XVtp8+cSUZGBhGhoXRo25Zh991X4OsjSocqqg9JcbnYffRXrXWDi9v7gA5a65NKqcrASq117WvV0bhZM72mkN0UhBBFL4OzBOFS2mGUiD17jlO3bp3SDqPMckx9P4F77y3Ycg8lJSEhgfDwaqxbt5qoqCgAUlNTnWOeWra8lblzZ2cZQyPEzcKCxlC2RxqViOoREUyYNImh995b2qHkKCEhgWrh4axety7H+9StLVsye+5cuU+VI3v37CEsh/kBfJTapLVultM5N+K/9AXA/cCbF//7S+mGI4QQ4maxYcMGvLy8qFOnDocOHWLUqIfp37+f84sWwKhRD1+cMMNGr1495IuWEKJEXX2fenjUKPr175/lPvXwqFEcPnwYm9VKj1695D4l8lSmk0Kl1Cwck8oEKaVigJdxJINzlVIPAseAu0ovQiGEEDeTXbt288wzz5GcnEyVKlUYMmQwzz77TJYyM2YUfjyUEEJcr927dvHcM88471ODhwzhmWefzVLm+xkzSik6caMq891Hi4J0HxWibJHuo0IIUfZJ91EhbkyF6T56Q080I4QQQgghhBDi+khSKIQQQgghhBDlmCSFQgghhBBCCFGOSVIohBDFrDyM3RZCCCFE6bPb7YU6T5JCIYQoRm5uLpw9e04SQyGEEEIUG601mZmZnIiNxe3iGpUFIVNKCSFEMQoJCSImJp4zZ86UdihCCFEgNjQKY2mHIYTIBwUYTCY8fX2pEBRU4PMlKRRCiGJkNpuIjAwu7TCEEKLA4snElcDSDkMIUQKk+6gQQgghhBBClGOSFAohhBBCCCFEOSZJoRBCCCGEEEKUY5IUCiGEEEIIIUQ5JkmhEEIIIYQQQpRjkhQKIYQQQgghRDkmSaEQQgghhBBClGOSFAohhBBCCCFEOSZJoRBCCCGEEEKUY5IUCiGEEEIIIUQ5JkmhEEIIIYQQQpRjkhQKIYQQQgghRDkmSaEQQgghhBBClGOSFAohhBBCCCFEOSZJoRBCCCGEEEKUY5IUCiGEEEIIIUQ5JkmhEEIIIYQQQpRjkhQKIYQQQgghRDkmSaEQQgghhBBClGOSFAohhBBCCCFEOSZJoRBCCCGEEEKUY5IUCiGEEEIIIUQ5JkmhEEIIIYQQQpRjkhQKIYQQQgghRDkmSaEQQgghhBBClGOSFAohhBBCCCFEOSZJoRBCCCGEEEKUY5IUCiGEEEIIIUQ5JkmhEEIIIYQQQpRjpvwUUkq9dJ3P853W+uh11iGEEEIIIYQQoojlKykEXgE0oArxHBpYCxwtxLlCCCGEEEIIIYpRfpNCgLHALwWsPwDYVMBzhBBCCCGEEEKUkIIkhfFa62MFqVwplVLAeIQQQgghhBBClKD8JoW3AgcLUX/ixXN3F+JcIYQQQgghhBDFLF9Jodb6n8JUrrW2AYU6VwghhBBCCCFE8ZMlKYQQQgghhBCiHJOkUAghhBBCCCHKsUInhUopF6XU4aIMpgDPPVYptUsptVMpNUsp5VYacQghhBBCCCHEje56WgoVEFFEceT/SZWqCowGmmmtGwBGYHBJxyGEEEIIIYQQN4NrTjSTR0ugAcfC9KXBBLgrpSyAB3CilOIQQgghhBBCiBtaXrOPVgCeA47ncMwFmF3kEeVBax2rlHoXR0wXgOVa6+VXl1NKjQJGAYSEhZVskEIIIYQQQghxg8grKdwKnNJa/3L1AaWUK44upCVKKeUP9AMicayD+INS6l6t9fQry2mtvwS+BGjcrFlptWgKIYQQQgghRJmW15jCj4CzuRyzACOKNpx86QIc0Vqf0VpbgHnAbaUQhxBCCCGEEELc8K7ZUqi1/uEax+zAtCKPKG/HgVZKKQ8c3Uc7AxtLIQ4hhBBCCCGEuOEVaPZRpVQ7pZSxuILJD631P8CPwGZgB47X8GWRVG61og4cgMTEIqlOCCGEEEIIIcq6gi5J8SfgWxyBFITW+mWtdR2tdQOt9TCtdcb11mlcvhzP2rXxqlULr4oVIT29KEIVQgghhBBCiDKtoElhiU8sU1LUhQsYDjtW4LA3agRubqUckRBCCCGEEEIUv+tZvP6mYu3bF2unTgDYbpN5a4QQQgghhBDlQ15LUpQfSpH+zTdoHx/w9y/taIQQQgghhBCiREhSeAUdEVHaIQghhBBCCCFEiSpo99GbaxF4my3XQ4atWzFNmYLr6NGQklKCQQkhhBBCCCFEySloS+FNNdGM28iRGPbtwzJgANZhw9CVKl0+du+9GHftAsAyeDB2GWcohBBCCCGEuAkVtKVwDnDdyz+UCRYLpl9+wfj337iNH486fjzLYXvjxs6/jVu2lHBwQgghhBBCCFEyCtRSqLW+p7gCKWmGbdsgKQkAe2go9mbNshy3dukC6enYmzTB1qZNaYQohBBCCCGEEMWu3E40Y2/WjNS4OIwLF6JsNlBZe8Zahw/HOnx46QQnhBBCCCGEECWkUEmhUupD4CWtdVLRhlOydFAQ1hEjSjsMIYQQQgghhCg1hV28/v+Ag0qp/yilbqrJZ4QQQgghhBCiPClsUtgQ2Aj8D9iilOpQVAEJIYQQQgghhCg5hUoKtdb7tNY9gT6AO/CHUupHpVR4kUZXTAw7d0JiYp7l1L59uLz2Gm4DB+Ly5pvFH5gQQgghhBBClLDCthQCoLVeBNQHnga6AHuUUq8ppTyLIrji4jZkCF4BAXg0bYo6cCDXcob9+3F94QXMP/2Eaf78EoxQCCGEEEIIIUrGdSWFAFprq9b6XaAmMBNHgrhfKTXseusuDio+HuOOHSitMWzfjq5SJdeytisWrDds3gypqSURohBCCCGEEEKUmOtOCq/gD6wE1gGVgalKqfVKqeZF+BzXTcXFYWveHG0wYG/RAjyv0agZGEjGM8+Q/tVXpO3YAR4eJReoEEIIIYS4flqXdgRClHmFXZIiGGhxxaMZ4HvxsAZ2Av8CHYC/lVLvAc9oXfr/Ku0NGpD2779w/jzq1Kk8y2e+8UYJRCWEEEIIIYqay7YXMcUuIO32f8HoWtrhCFFmFXbx+hM4kj8FnAP+AtYDfwP/aq2TAZRSJmA8MOFi+WeuN+Ai4+uL9vXNu5wQQgghhLghmU4sxpi4HZd9k8ms91RphyNEmVXYpPBLLiaCWuv9uRXSWluBN5RSPsBwylJSKIQQQgghbl62dAyJ29HKhMvOiVgih6HdK5d2VEKUSYVdkuJhrfV310oIr7INqFSY5ypT0tMhJaW0oxBCCCGEEHkwJGxDaSsZjV4Heyau254r7ZCEKLOKcqKZa1kGDCmh58qVce1aTHPnog4fBq3ZH7+XuTtm8tvBpRxNOJLreaa5c3Fv2xYvX1/MX39dghELIYQQQojCMJ7dAIA1fDCZtcdgPjwVlXK4lKMSomwq7EQzChgH9AVcgQPAFmAzsFlrff7K8lrrBGD29YV6/cxffIF5+nQADn38Oh2T3yA5MxkALxcvDoyLw9Ml+2yk6uxZTGvXAo7E0jJmTInFLIQQQgghCs549l/sbpXQHiFYwwbiuudtjAnbsHpVK+3QhChzCttSOB54G6gC2HC0Ar4D/A6cU0odUkrNLZoQi45h40bn32ONy7DYLSwZvopP+nxNSmYKvx9cmuN5tjZtnH8bN28u9jiFEEIIIcT1MZzbgD2gOSiF3ae2Y1/SvlKOSoiyqbBJ4QgcE83UxtFaCPAw8AaQCbgBt193dEVJa6x33om1a1fmt/Bl4elVPNP+ZVqHt2NI4/sJcA9kwd55OZ5qr1uX1I0bSYmLI/XgwRIOXAghhBBCFIglCUPSPmyBF5fLNvtgdwvGkCxJoRA5Kezso2HAZ1prm1Lq0tqDB7XWXyqllgHTgTpFEmFRUYrMSZNIzkjmsc/qUd8tjMduHQeAyWCid53+/Lz7BzKsGbiarlrHxmTC3rRpKQQthBBCCCEKynhuEwp9OSkE7D51pKVQiFwUtqUwFUeLIFf81w1Aa70G+AN48fpCKx6T/nyRE0mxTO7zJWaj2bm/T90BJGUkserIilKMTgghhBBCXK9Lk8zYA65MCmtLUihELgqbFB4CqgNcXKj+AhB6xfF/udyttMzYfGIjX/z7MQ82+z9ahLTKcqxDZGe8XbxZuCfnLqRCCCGEEOLGYDi7AbtnBNotyLnP7lMblXkOlR5fipEJUTYVNin8Deh1xfa/QO8rtisCfoWsu1hY7VZGL3yIip6VeLnz69mOu5pcub1Wb37d9zM2uy33ilJTITGx+AIt504mn+CC5UJphyFKgNaaBfsWcz79fN6FhRBCiAIwnv0XW2Bzvtn4OT2mtmfN0ZXYvS9ONiPjCoXIprBJ4QfAq0op94vb/wN6KaW+U0o9D4wFthdFgEXCZuOjsc3ZHreVd2uOxtfNN8difesO4GxaPH8fX5vtmPnrr/Hy98fbywvXiROLO+JyadmBxTT6qDrtvmzK4XOHSjscUcw+3fAl/WYP5t75D6G1zvsEIYQQIh9U8iEMacexVWzPvF1zWHdsNb2mdWTY6k/JsIOSLqRCZFOopFBrnaC1nqu1vnBxey7wLjAUmIhjmYqxRRbldUpNOccEv60M2Q53vzgz13Kdq9+O2WBm6f5fsx3Tbm6oiy2EKiamuEItt37cOZt7ZvejekBNTqeeouPXLfh178/SaniT2nZyG+OWP0+IT1V+3b+Ub7dOL+2QhBBC3CRMccsBsFTqwq5TO7graijj2jzLvP2LWXjBJOMKhchBvpJCpdRDSqlmSinX3MporZ/CMSvpbUCE1vqfIorxuh1Ni6XmOfjiV9DVqudaztvVmzYRHVh6IIekMCTE8V+zGWzX6F4qCmzJvoU8+NMQWobexrIH1rJi5D9U8KzIkDl3EPqWH4Nm9iYlM6W0wxRFJCkjiZE/jKSiZwU2j1pDh4i2PL70aY4mHivt0IQQQtwEjCd/w+4RRpzy5tyFszSt2oLnO04g0COIeeke0n1UiBzkt6XwC+AfIFkptUMp9b1S6gmlVCellP+lQlrrWK31eq11mfoGb8POjMqP4zLiP9i6d79m2dtr9mJ//N5s3RdtrVqREhdHSno66T/+WJzhliuHzh1k1PxhNKrUiJ+GLsHH1YfqATVYPWoTc+5ZyH1NRrLswCIW7f2ltEMVReSTv9/nWMJRZt/5LRU8g/i232coFOOWP1/aoQkhhLjR2a2YTq3AWrkbu8/sAqB+xShMBhO9avdj0fk0LIm7SzlIIcqe/CaFrXAsTv8FkIBjUpl3cEw4E6+UOqqU+lkp9bJSqp9SKqx4wi2cUL8Iaj33IRmff47lP/+5ZtnutRzz5Sw7sCjrATc3dKVKYCjsMExxtTRLGsPm3onxQgbzn91KwF1DIT0dAA+zBz1q9ebdnh8T7FWZX/fOL+VoRVGw2CxM3fQlnWp0pnWYYwbgCL9wHmwyjF/3L5VJZ4QQQlwXw7mNKMt5bMFd2X16BwD1KjYALi4/ZrOy8vQhsFtKM0whypx8ZTha63+11l9prR/TWrcDQoC1QCKwHDgAtAVeBuYBR5RSZWa+X3/3gHyXrRZQnVpBdXIcVyiKTnJGMvfM7s+uUzuYltGLsMDqmH/+GfdBg8By+UZtUAZ61e7H7weXyvjCm8Cifb8Ql3KSB5qPyLL/rvp3kGnLZMG+xaUUmRBCiJuB6eRyNAprcGd2n95JRc9KBHlWAC4uP2Z2Y36yHZVypJQjFaJsKWyz13uAFxCpte6hte4KVAL+A5wAzgB/Fk2IJe/2mr1Ye3QlyRnJpR3KTel0yil6TevA6iMr+KzfFDoOfMbZAmvYvh0VF5elfK86/Um1pLLyyB+lEK0oSl9v+Iww33A61+iSZX/LkOaE+oQwd7e0CAshhCg8Y9xv2AOagmsgu07voH6lKOcxV5Mr3SPa8nMqaOlCKkQWhU0K7wa+0VonXdqhtbZqrb/C0dUUHC2IN6TutXpjsVtYefj37AdTUjDs3Ys6fbrkA7tJPDR/GPvj9zL7ngUMbTwce5OGWO9vjr1+ddLWrEGHhmYp3y6yIz6uPiza+3PpBCyKxL4ze1h99E8eaPYwRoMxyzGDMjCoXn+WHfyDxPTE0glQCCHEjc2SjDF+PdbgrtjsNvae3kXdCg2yFOnTYAjxNlh/ZFkpBSlE2VTYpFAB7jkd0FrHAp/jaDUsE4yHD+M6fjymb7/NV/lWoa3xcfXh94NLs+x3HTsWb29vPOvWxTR7dnGEetPTWrMl5m/ujWhOj8DKGGN/xXNxFC6RM1Evn8Wc8BVkJmQ5x8XoQreavVi8bwGHzh1k8Ox+PLO0zKx4IvLpf/9MxsXowrAmD+R4/K76d2CxW/hl76IcjwshhBDXYor+CaWt2Kr05GjiES5YL2RpKQToUmcgZgXLjv1VSlEKUTYVNilcCYy8xhIVJ4A6hay7yKmEBFzefReXTz7JV3mz0UzL0Nb8dXxNlv06KMj5t0HWKiyUcxfOkpiZQp2EVXguvQWPVX3QSpHe8muslTrgumsSHstvQ6XFZjmvd53+xKedofmndVm8bwH/+2cyB88eKKVXIQrq7+Nr+XbTl9x/y0NU8KyYY5kWVZsR5hvKD7t/LtnghBBC3Pi0xmX/J9h862Or0Jrdpy5NMpM1KfRy8aKplzd/xx8thSCFKLsKmxS+DIQDfyilmuZwfCCQlMP+UmWPiMh32dvC2rIvfg9n0y7Pl2MPCUG7uGCPjER7ehZDhDe/Q/F7AYgI64YlZgDWA13IML+HJXQY6e3mk9Z5JYa0GDx+b4dKOeo8r0uN7lTyCqZLje6sfGgDLkYXPv37/dJ5EaJAUjNT+b9fRhDmF86rXd7MtZxSikH1+rP80ApZl1IIIUSBGM7+i/HcJiw1HwGl2HV6BwpFnQr1spW9LSiCjSlJpFvTSyFSIcqmQiWFWuttQB8crYH/KqVWKaXeUUq9q5TaCnQGysyMEfbISDImTcJ69935PufWsDYArD++zrnPOnQoKRcukHr4MJkvv1zkcZYHh0/8DUC1qu0xvr8O0yu/49G9N8YNGwCwVWpPWrOfUMkn8Zwb5Wwx9HH1Yf8TJ5h7z0JuqdKMIY3uZ/rWbzmdcgpwJB6ibHrlj2c5fO4gn/X7Fi8Xr2uWvb16Zyx2C2uP/11C0QkhhLgZuOz/FG3yxhI5DIA9p3cS4V8NT5fsP+LfWuUWMjVsOXbDzokoCulk8gleX/kK//n5fr7a8Bn7zuwp7ZDKjEIvuqe1/gOoB0wGqgPjgCcu7psCPFkUARYFe0AAmc8/j/Wuu/J9zi1Vm+NidMnahdRkknUKr9Ph05sxABHWUNS5cwDYK1TA1uri/ERpaXg0uhP1wgWUTsF9aUfnGEOllLOeR28bR6Ytk1f/eI77f7iLKm9489tVY0BF6VuwZx5f/Psx/2nxGG0jOuRZvnVYK1yMLvxxeFXxByeEEOKmoNLPYDo+B0vkfWD2Bsg28+iVWkQ4ZsBef1CWHytPXv79Gep/GM5bqybw24EljFv8X5p/Vo+5O2aWdmhlwnVlOFrr01rrJ7TWIUBloAbgqbV+SGt9Qy8q52Zyo2nVFtnGFYrrc+jsPsJNYGjUk9Rdu7D26eNowTVenI3SwwNr165wFGy/1sCQcQz3VX3Bbs1ST83AWvSpewffb53CbweX4GpyldlJy5j98Xt5+Of7aVq1BZO6vpOvczzMHtwa0oIVR1cXc3RCCCFuFqajM1H2TCy1HgEcayEfiN9HVKXGOZYPqNicOmb4O3pdjsfFzSfdms5Hf71Lp+rd2PLYAQ49eYrtow/TJrw9//3lAf6Jlh5KRdbspbU+pbU+rLW25F26jLBbQNtzPXxraBu2ndwsXROL0KHEGGq6msA1EF2zJhcWLCDj/axjAy0jRwJgbT6CjOYfYzqzFmN89lnCXu/2PhO7vM320YfpWK2rrGNYhiRlJDFkzh24mdz5ftCPuJpym5Mqu06R7dhychvnLpwrxgiFEELcLAznd2B3q4Td1zF+cPOJDWg0zUJa5lhee1Wjtbti/el92K/xPVDcPPac3oVN2xjW+AGqBVRHKUWEfyTf3/UTVXxCGDKnPxP+eJ7RC0fx0845pR1uqSh/fSFtmbjsehP33zvgNdcbtzUDQesci94a3har3crG2H+y7FfHjmGaOhXDHumHXBBaaw6mnqOGV2DWA2Zzlk1bjx5cmDoVy913Y63aBwDDuS3Z6gvzC+fx1uMJ8qxA+8jOHD53kOjzx4stfpE/Wmv+7+fhHDp7gKkD5xDiG5r3SVfoHNkBjWbl0bXFE6AQQoibiiHlMNqrmnN7Y4zje1vTqi1yOcFM64BKJFrS2XtGFrEvD3ae2gZAg+BGWfYHegTyw5BfMSgD7697k1nbvuOppaPL5Y8FN2RSqJTyU0r9qJTaq5Tao5S69VrljYcP4/L665CZiPvK7rhuexZlTcEW3AVzzHxMMTnPidMy9DYUir+OXe5C6vrUU3hFROA+YgSmH38s2hd2k4tPO0OSzUZ1vzySBKWw3n8/unp1tHtl7G7BGBOyJ4VX6lCtMwCrDktrYWn7YN1bLNw7n4ld36ZdZMcCn9+86i14mj354/DKog9OCCHETceQchj7lUlh7D/UCKxFgHtArufcWqk+4FgySdz8tsdtxcvFi0j/atmO1Qqqw56x0Zx70cJn/b7lTOppNsT8k0MtN7cbMinEMbnNUq11HaARcM0mO5WQgOm3uXj81hbjmbVcuPV70rpv5EK7n7H5NcJ142iwJGc7z8/Nj/qVovj7inGFtkaXf2Ew/imzVhXEodOONYOqW/xQR46A1ZrHGQ52z/oYD/2O2/3359qqW7dCfSp6VuLPI78XWbyi4BbsmceEFc8zoP7d/LfV2ELV4WJ0oV34bTKuUAghRN7sFlRatDMp1FqzIWY9zarm3HX0ksiKTQg2wl/H5P815cHOU9uoX6khBpVz6mMymDAoA11r9sBkMLFk34ISjrD03XBJoVLKF2gHfAOgtc7UWide+yQw3HUUQ+pRLnRYgjXyXsd+g4n0Fl+gLpzAdftLOZ7asVpX1h1bTcIFxwyYto4d0R4eWLt1w9qnT1G9rHLhyEnHIN563/6OV7VqGP/KPk4wG5sN48y/MOhYzLO+w7Al5xZDpRTtIjux+sgKdC6Joyg+GdYMnl46hnvn3kmj4CZ82vebLLPFFlSnyPbsjd/PieSTRRilEEKIm41KPY7SduyekQBEnz/O6dRTNA9pdc3ztG8dWrjBjpMbSyJMUYq01uyM25brxENX8nPzo014exbt+6X4AytjijwpVEqFKqVWKKWKqx9fJHAG+FYptUUp9bVSKtsiNEqpUUqpjUqpjdYQM/imcKHtPGzBnbOUswe1xFJ9JOb9n0Dm+WxPdmeDwVjsFhbs+QkAXaUKKYmJXFi2DMvYwrWElFeHTm3BCEQccWzbIyPzPsloxFahORiBUDD99FOuRTtW68KplDgZH1AK7p7dl//9M5mHW4xm2QNrc1wXqiA6RbYDYJWMKxRCCHENhpTDAM4xhZfmgcirpdDuXZvaLnA44Qg2u614gxSl6vj5Y5zPOE/UVeMJc9Ojdl/2xe/h4NkDxRxZ2VIcLYUeQIeLj+JgAm4B/qe1bgKkAs9cXUhr/aXWupnWupnJZCG91TfYKnfNsUJr5DCUtmKKy971sEnlplQPqMkPV65hctXEKCJ/Dp/dT4QZVHgr7OHh6CpV8nWepY2jZdcyfiCW//wn13LtIx0J//XMQjpj6zT+OLS80OeXR9vjtrLi0HJe6fwGb/eYjJvJ7brrbFipAZ5mT9ZFry+CCG8e6db00g5BCCHKlEtJ4aXuoxti1uNmcqNBpYbXPM/uU5vaZsi0Wzl+/lixxylKz464rQBEBTfOV/metfsClLsupMWRFB7C0ZqXfSRn0YgBYrTWl0aA/ogjScyV3b0K1mr353rcFnQr2uyL8cTibMeUUgyKGsKaoys5mXziOsIWB5NOUMPNlQsr/yb16NHLaxPmwdpvJNrsh74lAB0Wlmu5ML9wIv2rsyo/SaHWqKNHs+zaFLuBR34ZwUu/PZWvuITD1E1f4WZyY3jTUUVWp8lgolVIc9ZFl7+B3rl5/+9PqPBONVmqQwghrqBSDqMNLmh3xw/NG2P/oXHlppiN1/4BX7sGUdPDC4AD8fuKPU5RenbEbcOgDNSr2CBf5cP9ImhQqSGL90tSeF201lat9TGtdbH87KK1jgOilVK1L+7qDFyzv6DdvfK1KzWYsFa+HdOJxTlOZDKowT1o9E29bonatw+XV17B9O23xVK/YzmKRGp4BRX8ZKWwBdyCMYdlKa7WIbIza4+uxGrPZRKbjAzMH36IR926eDRvDhkZAFjtVh7/dRQazY5T2+QHgHxKs6Qxd8d0+tUbeM1Z3gqjdWhLtp/aSXJG9kmgyptD5w7z/IoJpGSmsOqoLLYshBCXGFIOoz0jwGDEYrOw7eTmPLuOAqAUNQMdXyUPnt1fvEGKUrXj1FaqB9TEw+yR73O61+rD38fXlqvvIDfcRDMXPQbMUEptBxoDr19vhdYqPTGkx2FI2JrtWM2g2jSp3JQfdl7uQqr27cP88ce4DRiAcd2N/yXNuGEDrq++itvIkbg++ihud96JR4sWuN9+e5HUH5dykhS7nep+EYU63+7fBEPidrBbHDvOnUPtz34T71CtC0kZSWw+kcvAcZMJl/ffx7hvH4b4eEzz5gHw2foP2R63lafbOSYcWiFdSPNl/q65JGUkMfyWh4q87ttCW2LXdv6JLd+TAGit+b9FYzEbzLib3Fl5dE3eJwkhRDlx5XIU2+K2kG5Nz3XR+qsF+tfGz2jgwFlpKbyZ7Yzblu+uo5fcUqUZdm0vV5+NQieFSqlApVRHpVRbpVTFogwqL1rrrRfHCzbUWvfXWidcb522yt0BHK2FORjY4B62nNjoXBzd5cMPcRs9GvP8+Zj/97/rffrSd3F5CGW34/Lpp5jnzcO4YQOGzZuLpPpNRx1dOptUblKo820Bt6DsGRg3/IxnaCjegYG433tvtnKX1sXLdb1CoxHLKEc3R+3tDadPM3XTV7z250v0qNWH5zq8QrBXZX47uKRQcZY3Uzd/Rc3A2twW1rbI624V0hyFYt3x8j2ucNbOH/jt8J+80fll2oS14k9JCoUQwsmQesSZFC4/sBiFon1kp3ydq72rU8ts52D83uIMUZSi8+nnOZp4hKhK+Ztk5pJaQXUA2F+OPhuFSgqVUv2Ao8DvwErgpFIqWin1i1LqZaVUH6VU1aILs/hp90rYApphPJlzMnBL1ebA5Q+H9YqExLh6NSSXcvNyUhIukybh8vTTGNcWfMZGe506ZD72GJn//S8X5s9HX5xMxxAfD2lp1x3epsOLMQNNDpowrloFKSkFi8/fMWzUaNyDISbGEdvOnWDLOmNYhb3HaRjcOOdxhRYLaI3lwQdJ//JLDh3YQne/Xxj96yiahbTkoz5foiwWulTrxopDv+XeBVVgsVl45fdn+Sf6L0Y0HXVdy0/kxtfNl6hK9cv9ZDPv/f0JjSpF8XCzB+kQ0ZYdp3cRn3a2tMMSQojSl5mAykzA7uWYzXzZgUU0D2lFoEf+hqrYPSOpbYYD8TJr+c1qX7xjKfN6laIwnN8DGfn7/2ekf3VMBpMkhfnwFpAOjAUeBN4F9gKtgZeBX4DjRRFgSbJW6Ykx/m/IyD6RQ7WAGgAcPncQAFvr1ljuu4+MN94gde9e8PYu0VizsdtxffFFXN9+G/fbb0edKNiYOHurVmR89BEZn3yCtX9/0ufOJW3tWlKOHQO3659NckPsvzR2Bd9HP8SjQwcMBwo2za/dpxbWCq1x2f8K9iHeaFcX7HXrouLjHQVsNlxeeAHPpk3peD6Q9dHrSLNkTWbNH36IZ6VKuI0cia1iRR5bMYYNMev5qPeXLBz0K6Hv/A8vf396vfcziekJbIrdcN2v+2YUl3ySHlPb8/66Nxl+y0M81Py/xfZcrUNbsj5mY7mdLvxkchybT25lcIM7MRqMdIhwtMiuPnbjd1kXQojrZUhxrHGlvapxKiWOLSc2cnvNXvk+X3tFUtsFTqScIiWzYD9WixvD8cSjAER4VcJjWUvcNj6Wr/PMRjOR/tU5IElhnkKBN7TWH2mtp2qtn9Zad9VaB+GYeXQg8FqRRVlCrJW7o7Qd06nsrUzBXpVxN7k7k0KA9GnTyHzmGfDI/8DVYuPre/nvzEyM//7r3FSnT1/uHrpvH+Z3381xQp0rWfv3x9a6tWO2T8P1DT212W1sOneMFhq4mKfla43CKykDFzr+hjVsEIZeyWT+9ThpmzahK1UCwPzxx7i+5vjIdft2JZm2TNYfz/rF2fjvvxjOnMG0eDELjy5h6f5feaHjRIY3eRDXb6fi8uGHZD79NG0mzMCgDPx+cOl1ve6bUYY1g3vm9GfXqe18e+dsPurzJa4m14JXZM1f63Pr0FYkZyaz4/Sugj/HTWDJwd8A6FmzGwDNqjTBw+wh4wqFEIKsy1Fc+n92t5o9832+3cvRUghwqJytSVdexFwc9hWRtAFlTcYU8wtYU/N1bq2gOtJSmA97gBz7i12ceXSe1vqlwodVOuyBzdAmT4ynVmU7ppSiWkCNLElhmaIU1vbtyXzsMVLOnMHav7/zkNvw4XgFBOCtFF516uA2fjyGjRsxrl2L67hxGJcsKXB3zoLYc2YXqTYbLd0qYxk8GGunTuDnV/CKTO6kt56FJXwILvs/goyzmD/5BPOnn2Jr0QJbQ8eaRK0DmmBWpmxdSA37HIOFk1zhifR5RFVqxP+1ehwMBgwHD6KSkjDNnk2A8qB5SCt+PyRJ4dWeXvo4m2L/5cs7vufOBncXvAKtcd08jsCfakPCzjyL3xbqmCzgr3K6NMXiA8up6l2FqIr1AXAxutAmrBUrjxa8i7gQQtxsnEmhZyTLDiyisncVGhZgQhHtHkJNV8fyWOVpQpHy5HjiMfzc/AmInoU2eaJsaZhiF+Xr3FpBdTh07kC5GU5U2KRwMnCvUip/C83dKAxmbBXaYDy9MsfDZTUptNqtTN/yLY8/04S7255k3fntVxy0YlyzBnXVmEfz1KmY5s3D5f338ejZE9eXXy62+DZenGSmaet7SZ81iwt/FH5xeZSBzPrPoOwZmA9PxeWtt3B79FE8W7cm85lnuDBvHoa1/9I89FZ+2fMT646txq7tAKRt3UrK3r28+GYP4tLjmdznS0wGE2r/fsyffIL288Py+OPY2rWjY7WubI7dIN1JLtJa8+W/nzJl0xeMbf00fereUah6XHa9jsve98GeAZvG59liHeEXTmWv4HI5rtBis7D80Ap61uyWZcxmh3AZVyiEEAAq5Qh210AsRg9WHFpOtxo9CzbG3WCkhl8YClmW4mYVff4YYd7BmM6sJbP+89jdgjEdn5uvc2sF1SHTlsmxi11Qb3aFSgq11t8Da4F5SqnAog2pdNkqtsd4fhcq/Uy2Y9UCanAk4VD28U12O2rfPkxz5lwe41aC3lvzBo8seIBvN33BqiMruHNGD/465uhepqKj0Ve0ymmzGcsdd2Dt2xfjFcmZtXPn3J/Abr+u+DYeWUaQEcJDu11XPc5w/KIc4wv3fIwh1jHpjPb0xDpoENY77gCleLjlaOLOx9JjantuecqNU8/8H5w/T2q1UKamr2NQ1BCaVW3hODcy0jF+8uhRLP/5DxiNNK3aAo1m+8m810a82Z1JPc2wHwby5JJH6VKjOy92mlTgOlTKUVy3PIXr9hewRNxLarO34PQ6OO5YEoRTp+Fc9rG8Silah7Vi3fHy11K4Lno9yZnJzq6jl3SIaAPIuEIhhHCsUViNv4+vJSkjqUBdRy9x9alOmIuLtBTepGLOHyfMaEErI5Zqw7GGDcR0YhFY8p4gsmY5m4G0sLOPVgXCgD5ArFJqqVLqFaVU3xtt1tGrWSt2AMB4enW2Y9UCapBpy+REcmyW/e49e+JVpw7ugweX+JqFhoF3MOX3N+iianLyv9Fs6fk8IT5VGTizJ//GrEdHRpJ6/DgpBw+StmIFqSdOkD5vHrbbbyfjjTfIHDsWW5Mm2Nq1y1rvli14tGyJZ+XKuHfvfl0xbjy5lZauYA9sel31XMlSbRSG9GPYBtTC2r27o7usyeQ83r/eQI7V/YbpP0G0u4XJO79EnT/PL7t/yr6untmMvWXLLOMymwQ7ZjvNdb3DcsBis/DFv5/Q7NO6LN3/KxO6vMXcexZiMpjyPtmWiTFmIS5bn8FjeWu8FkTisucdLOFDSG81hfTq94F/I9jyAvyxHKrWhko1IDomW1WtQ1ty7PxxYpMKNnnSjW7xgeWYDWY6R7bPsr9xcEMUip2nZbY8IcTNT6UcznENaew2jOc2YPdrwNpjqzAoAx2qdSlw/XbPSGqaNQfjJSm8GUWfP0aE5QS2Kj3R7pWxht2NsqVjiv01z3NrBtYGKDeTzRS2++i3OBLCrcA6oAnwEjAfOK6UilNK5bzgXxlnD2yGNnrk2IX00gykR84dynpO3brOvw1bSrBlKT2dBft/4aTpAo/PPoDHlgcI3z6OZY3bEujqz5PfD3Z0z1MKXb06to4d0UGXp2m29exJxvvvk7Z5M3h5Za3bxcUxMUtcHIZjxwodYlJGEnuSTtHC1x9c/Atdz9Vc7vsEzoMxYj+Z458gffr0bGVc+w7knlMVGbodvmlmIL6iF99v+YZI/+q0Dm+XQ62gDh3CbfBgIms2JjTdlS0ny2dSeODsfm79vCHjlzxGVKVGrBm1mTGtn8o1IXRbMxCPpc1x2f4yLjtfw3NBBB6r+zq6imorGVETSOl3lPTWM8BgBoMRmr4NabGw8DnH0iK3d4aA7J+RS+MKy1sX0sUHltMuvDXerllnNnY3uxPuF8beeOnqJIS4+bn/dS/uK3tnG25gSNiMykzAGtyFmPPHCfaqnO1+mR/aqxp1TBYOnt2PzmNIg7ixnE8/T1JGEuEqDUuEYyk5W4XbsLtXxXR8Tp7n+7v7U9GzkrQU5qE18JXW+hatdWetdSUcLYd3AJOAjUDjogmxhBnM2Cq0xng6+2QzVy9LcYmtSRPswcFYe/TAXqNGiYQJYNi/n49baKqfgx53uWE+uQC7Zzjh+6Yz+qdotmYe4/hnBe/qB2APDXX+rWJj8xz7lZvNsRvQQIsMX1wmTsQ0fTokJhaqrizx1W4AfwK3gPvJXrj/3hF1cWpqJ7OZjP/9j8drD+eCsvLssidYe2wVw5o8kPuYA09PzHPmYDh1imbHMtkSc/MuS2HXdlYf+ZNMW2aW/UkZSdwzux9n0+KZM3gBC+/7g7oXJzrJiSF+Pebon1CZ53DZORHX7S9g921AWvtfSRl4nrTb/yEz6kW0Z3jWEyveCp41wONicrNoGcRnHyfXJLgR7ib3cjXZzLHE4+w6s4deNXPucl0nqCZ742WmPCHEzU0lH8IY/zeGC7EYkrJ+MTfFOWZntgV3ITYpmio+IYV6DrtXJHVcIDkzmZPJ5atHys0u+ryjUSPcBDZDBK6PPYb5gw+xRAzFFLsQQ8L2PGooXzOQFjYpTAA2XblDax2jtV6gtX5Za91ba13l+sMrHbZKHTAm7kClZx0fWNUnBFeja7ak0HrvvaSePMmFxYuzLGpf3DZ5JvF3KPxfZBTGWumkt/iKjFs+RLlnMvDisMcf/Qp5g/Pxca5TmJKYCIVcnPy3ffMwA7euPYnrSy/hPmwYKoexYwVla9QI+78h2Nbegs3UFdPplZiP/5CtnHXAAKq/9S3da/Vm9vbvMSgDQxrdn2u9OjgYWx1HH/KmZ105mHCA8+nnrzvessZiszBy3r30/q4To+bf55yMx67tPPzz/Rw6e4DvBv1Aj9p98hy077JvMtrsQ2qPraQOOE1K38Nc6LQcW9VeYHK/diBhvSDKBC8/DvfeDeFh2YqYjWZaVG1arloKLy9FcXuOx2sH1mTf2QPO900IIW5G5qMznH8b47JOUmc8uRybf2O0W0Vik2KoWtik0DOSBi6Ov3efzntWbHHjiE50JIVhZgPGDUcxT5+O27hx2PfWBLMfrpvH5tnoUTOwNvvj96K15puNn7PuWPbhZTeLwiaF84C2RRlIWWKr6BjDYzyTdS0wgzIQ4V+NwwlXzUB6nev4Fda0PdPxNHsyIjIdW9BtWGqMxFqlB9rgTWhLM62iYf65wq9n5lyn0JSPMWQ5sGs783bNpYcn+O7KcOwLDkYXdI3CHFhGjyb1aDRpn23iwt2LsHvVwBD/d67lx9z2FABdanSnis+1h71mfPopqVu3Uv+T+QBsO7n5uuMtS9Isadwzpz8/7pxFlxrdmbdrDs8sHcuOuG088NM9/Lr3Z17v+BJd4uehUqOvWZdKi8V0/Ecs1R4EszfaLQjtlY/312aDr6bCujTQVnigGXz/VdYyu/dCpqMVs3VoK7ac3E5qZv7WFrrRLT6wnGr+EdQKzLnnQZ2gWqRZ0srdOEshRDmiNeajM7BW7IDdMxLjqd8vH7OkYIz/C1twV7TWxJ4vfEuh9qpGg4vL7e4+vaMIAhdlRfTFNQpDfUPQQcFYezomInJ56xMyol7FdGoFptgF16yjZlAdzl04y0PzhzF20f/xn/n33bRLVBQ2m/kYaKSUKsRCZWWfLaA52uieaxfSsrIsxb74PTQKqklA6gEs1R9w7DS6Yql2D9xmpn+Px9l2bhcHi3lBVq01+87sybb/n+i/iE2N525vAxde/Y7Mxx7DMmJEoVsds7iqDluF2zDG/5XrLz63hrXh9W7v8WrnN/Os2tapE/ZGjWhctTkAW26yyWbeXf0avx1Ywoe9PuenIYt5pOUYPv/3I1p/0Zil+39lfNsXeNz1FC77P8ZjeSsM53IfJ2s+8D/QNjJrP3rN5zRs2wYXl0VRJ0/i16wLjBoNT38HRh84ccWakJu3wh1DoH4LmO7o839baAts2sa/sZtyqP3mkm5N548jq+hZo1uurbR1gmoByLhCIcRNy3BuI4bk/VgjhmIN7oLp1Eq4+GXceHo1ym7BGtyVpIwkUi2phPiEXrvCXGjXQAJcvajs6skuSQpvKtHnj+GqFEF+tbHXrYvpp58Ax/cQq2df7G7VcV3xIKaf5qBOn86xjloXZyCdu2MGnavfzvHzx5i/K3vPtJtBYZPCfUA1YKZSap5SarBSKqLowiplRhdsAU0xxmcfw3QpKSwLg5Fjz0cTSjLa6IEl7C7nfmvEvShbGgNqVwPg593F++FdeeQPmn9Wj6X7sy4G+uPO2bgrRc/ItljvHEbGRx+R+frrxRKDLehWDOmnUalHcjyulOLRW5+gfqWofNcZ6BFIhF/kTTXZjF3bmb39e7rW7MEDzf6DUorXb3+PZ9q/zMQub7NnbAwvthmHy9FpWIO7gjLi8XtbXLa/jCFhK4Yzf+H6z0g8fq2H++/tcdn/MdaQvmgvx2fN5emnMa7NurC6Yf16PBs3xr13b1RcHLpiRbiU66RlwMkgiF0Gl7pCLl8BP1+cFeyl1yAjg1tDHcuHlIdxhauPrSPNkpZtKYor1Q6sCcC+Yv7BRwghSov5yHS0wQVL2EBswZ1RlvMYzjl67pjifkMbXLFVaENskqNHS2FbClEKu1ckDTw82CPdR28q0eePE2pW4FMLXaECmS+9xIVvvyX12DHUqTOoN45jMJ3F/aPBGJcty7GOxpVvwd89gFc7v8lPQxdTO6A2H659s+TzgNRU3IYPx234cEhKKpanKGxS+A6OWUfPAv2BmcAhpdRZpdRvSqm3lFJ3XauCss4e1ApDwha4ahKOSP/qpFnSOJUSl/WE1FSMK1di/uADzF98UfzxaTsnkmMJy4zGGjYIzJdn3LJVaI3dM5zI+OW0DL2NOdunc+7CdYzjy8yEhIRcD6896mhR/XLDJ859VruVn3fNprenxi18QOGfO59sQbcCYDzz13XVY4qej+Hs5cllmlRpdlMtS/HXsTXEJEVzd9Tlsa8GZeC5Dq/weOvx+Lv7Yz40BWVNJaPxW6Td/g+2Cm1w2TkRzyVN8PytNeZjs9Fe1UFr7B5hZNZ/HgDz55/j+vbbeLRtCykpzvpNCxxdM0yrV+PRrBkkJpIy+XXw8IBXnoUeT0JGPJy92Ar4fw/CpbU1XxgPrq4EuAdQr0KdcjGucPGB5biZ3OgQcVUPfW13zNYKBHtVwsfVR1oKhRA3JXXhFKZjM7FW7Q0uftgqdQLAdLELqTFuObaK7cDkTmySYymjwo4pBMe4wvoudvae2Z19LWpxw4pOOES40Y7d2zEUI/O557AOHw5ubtgbNsRWoTMcBXqBvVHDHOuo6FWJo+PjGdvmaQwWK0+uN7Dj9HZW7Lp2t9Oi5jJhAuZp0zCuXIlx5cpieY7CLl7/tNb6dq11RSAU6Au8CqwGagLjgVlFFmUpsAW2RNkzMCRuy7I/txlIjVu34tGxI25PPIH544+LPb6z29eTacskzJCJvrqXqzJgrdoX46k/eOiWh9gXv4eGkyN5Y+WrBbrZGZcuxbNKFbxdXfGqVi3XrpkbYx1f1H8/uJRDF6/LmqMrOZN2lsHeYA3pV6jXWBB23wZokxfGa4wrvCatcdn6LO5rBuC2cbRjn8XCLYYQjiYc5mxa9lkxb0Rztk/Hy8WLXnVyeU/sNkfrX4W22AOaoN0rc6HjUjJOvQRfQqZ1JCl3xHGhw0IudF1NWq8d2AObQ0oKLhMmOKtx79cPtMa4ciWub7yBNhiw3H03F375BQIDsba9FaJ3w8vPQkRPUAaIvdiF1NcXZnwFLz0NDz/orPPWkBb8G7upTLTSF6fFB5bTKbId7uarJunZ+CQsaAhpJ1FKyQykQoibk92C27q7UNZUMhu8CIB2q4DNrxGm2EW4bngE4/ndWCs71lA+cSkp9C1c91FwjCtsaEgm3ZrO4YRDeZ8gyqyzafEkpicCEJ14hDAzGBf+65j9/kpmMxfm/oB9a1UIAeWX+/JrSinQGrcHH2TYnD1USYKPPx8GGRnF+EqyMv77LwCGY8dQqcUzv8J1z5CitY7VWv+qtZ6gtb5Dax0BBAJdrzu6UmQLdKyNZozP2jJxKSk8dC7rlzFbw4boi+N/DHv3FsmyC9dycpcj+QlJA8Mf2Rf8tlbpibKlc0/FYP5+eDttIzryxqpXWLh3fv6fxNMTw8mTAGgfnxzHAtrsNjbG/EPvah0xGUxM2fg5FpuFj/9+D2+jkW5VGmRfiqA4GIzYAlsWLCm0JGE+9A3mPe/itnYgrrvfxO5eFcO5jbi8+BRenp60G/cBAO+vfeOGT0bSren8vPsHete5Aw+zR45lTLELMaQexVL78cv7fvwRtydehVXAejOYL65pmZiI+YMPHJ91Ly/SVq/G1qgR2ssLy8MPg1LY2rcnddMmUo8fJ332bOxNm15+soAAx39dAyCoJZy8YhKBnrfDq89niS2qYj3OXjjHqdSc+/3fDA6cPciBc4foWeOqrqNH58KBr8FugRPLgcszkAohxI3OvPdDPOdXwXXTWNz+/Q+m06tJb/k1dv/GzjK24M4Y4//CfOBzMmuPwVLrEQBizkejUAR7VS7089u9qhNlcvQM231KxhXeyO6e1Zc+0zpxwXKBuLSzhJvA/MEsXF9+OXthLy9SZx/B7hGKy/4P8qzbHhmJqw0e3AJ/VkghiRJKCm02jJsuz6lgu/XWYnmaQieFSqlApVRHpVRbpVTFK49prRO01iuuP7zSoz1CsLtXxng26ximcL8IvFy82HLiqgkvvL2xt2iBZeBALixdCj4+xRrfiaOOFszQeLDXqZvtuK1ie7TRDdOJJdSvFMW0QXMxG8wFmjTF1rQp9iqOlUUy3norxzL74veQnJnMXal/0je8Fd9vmcLQuQP4/eBSJgTYcV9vxaNBA1wffRR1qHh/fbNVuM3RsmtJyUfhDNxX9cHtn5G4bRmPKWYBGQ0nkt7yK5S2oioloSwW2h6DUSl1+fjv93j1j+du6MRw+YHFnM84z90Nc1k2xW7FZcfL2KmITV1O3rSXF9rLkQgaDhwAu2Psn3nKFNyeeAJvf39c3noLXaMGaVu2kJKUhHXQIMfJSmG/5RZ01WvP+Eql9pCwDTJz76YcVcmxVuLO07vz+YpvPJfGTHaKbH955/n98O/jUKEVeIQ4k8I6QbWISYolOSO5NEIVQoiioe247P0AtA3zgU8xH/6WzDpPYI0YkqWYpfqDWKv2Ia3rOjKafgBGN8DRUljJKxiz0VzoEOy+dajnAgoly1LcwNIsaWyK/ZdtcVt4Z81rAIQZgdNgj4jI+SSDmczaYzCdXonh4lwi6vTp7BPPKEXmhAmkf/EFLRr1QaNLbiJCpUj7/XfSP/iAzAcfRIcXT2NLoZJCpVQ/HL1wfwdWAieVUtFKqV+UUi8rpfoopfL4FljGKXWx5SlrUmg0GGke0op/otdlOyVt7VrSf/gBW5cuxb5MxbEOtwAQ3Kg9lgcfzF7A5I6tYkdMJ5cA4GJ0oW7F+myLy30myWw8PEjbsoWM11/HOiDncYH/Rjta5lq5wf/5GUhMT2DZ/kV82GIYY/w0hoUnMO7ahcunn6IyM3Oso6jYgm5FaTvGc3ksOK/tuK0fgen0ai60mkbyoCRS7r5AZoMXsFVojVYGVFXHF20dHs5kevJA0//w/ro3+Wbj58X6GorT7O3fU8krmPaRjrEZKuUwrv8+jOG8Y1FW88EvMCZuR316Ds869R3dQTMzsXXvTtratVg7duTC7NmOz7bNhnHj5ZuhDgx0/KFU4WaXDW7vGDN3OpcxoYmJNHjX0SN955GbZ4zn1Xae3oOr0TXrUhSbnnJ8+Wn9LVS5HeL+BFumcwbS/WfLxmzIQghRGMZTKzCkHSej6Uek3HGStPYLyWic/Ydou289LrRfgL1C1laS2OSY6+o6CmD3qYuHAap5BcmyFDewbSc3Y9M2fFx9eH/tGwCEmnzIeOpZrHfnvmCCpcZI7G6VcF/ZB9c3H8azenVcH3ss57KjRtHw9WkAbIgpoXkODAZHw9OYMWR8/XXRzOKf09MU8ry3gHRgLPAg8C6wF2gNvAz8AhwvigBLkz2wJYaUg5CRdTxZq9A27Dy1Pfui5oVcz68wYlNicFEQUK899saNcyxjrdITQ/IBVLLjS2PD4CZsP7mlQK1dumJFMp99Flxccjy+IWY9gSYzNczQKfUv/tv8YaYOnM1/zdHYXSrDTkdyZa9YEfvFReGLiy2oFUCeXUhddr+J+dgsMhq9gbXafY5JegwX3zuzD3b/W1Cex0k+f57Uo0exvPMu7/f6jMaVb2HmtmnF+hqKS2xSDEv2LWRww2GYDCaMsYvxXNIUl4Nf4P57W4wnluG67QXspyui/rKi0tIw/fqr8zNtb9SICytWwKXkT2tUnGOyJXvNmliGDMntqfMnsBkY3SEu+zIwaA3dB1Dxs5lUSIWdy2Zf33OVYTvP7KZehToYDUbHjoxzcGoVVB8OHlWhSjewpsCZv2QGUiHEjcl6Add/RmJI2A6A+dC3aLOfY/4B10BsVXtf/n9yPpy4joXrL9HuVdAmbxp4ektL4Q3sUpL2VcdnsF+c0TykahSZr7+OZdSo3E80+3Ch80qwKVyCvkBVScE8dy7GhQvBZsPtrrswT56MYc8e0Bp/d39qBtZmY2wJz4iekIBhxw6MixdDenqRV1/YpDAUeENr/ZHWeurFiWe6aq2DgEhgIPBakUVZSmxBF8cVnv03y/5WYa3R6JL7hSAHJxIPUtUIyjP3X8esVXoAYDrhaC1sGNyE+LQznEy+zgWvk5PhnGM20w2x62nldnG2Vm3l3er1GeTjgun0SjKjniPlfBJpf/xBxscfF9svG04u/tj8GmK8+HpzpO2Y93+CtUpPMus9nWMRW8V2jtZGz8uJsEEZ6Fm7H5ti/yU+9UxRR17svt30JXZt58Fm/4fp+A94rOqFtvmT1nYxmDzxWNkdrClk1H8bW6NGAKR/+GHuLd4mExeWLSNt2TLS1q1zzCR6PYyuju6Rp1ZnP6YUPD8egAanYaf9FFhvzoVjd5zaTYOKV3QHj10C2gahvR3bwe3A4AonllMjoBoGZZAZSIUQNxRj3O+4HPoG91W9UUn7McXMwxJxj7M7aEHFno+mivf1JYUohd23HlEudg6dO8AFy4Xrq0+Uio0x/xDpYmRgzAcMqDsAVwVVAxvk61y7bx3Sem9E4w0PgK1JE3RICIbNmzH/8ANuY8bg3qmTs3yzkJZsiFlfosOKPJs1w7NhQzx69cJw9GiR11/YpHAPl1cay0JrfUxrPU9r/VLhwyobbAHN0KhsXUibVW2JQRlYn0MX0isZNm4stglnYhOPEmoGu0fuN0LtXR27dy1nUtiochOAgnUhvYJh/XrcBg3Cq2JFXCZPJjE9kb1ndnOrqwVL9Qex+TfBfOhrXLeMw+ZbH0vNh8HLC1unTljvKpkVSqxhd2E6sxaVmnNDtTH+bwwXTmKJuDfXJNVWsR3KnoHxbNZuqLfX7IVGs/zgNZLOUjZz23c8t2xclptUpi2TqZu+pFvNnkT4R+Ky90PsqiqG+4/g2u95LtyyAFvQrWRGvYK16/2kbdpE2m+/Yb/ttms/mdmMrVs3dIUKRRN8cAc4vxsu5DCRTJ8e8PCDNGh+OzsDbNiNxds9uzQkXEggNvkEDSrWu7wz5ldHC2GAo7s4Jk+o1AZOLMPV5Eo1/wiZgVQIcUMxnVyKNrqhMuLxXNYSZUvHUm1EoepKykgiOTP5ulsKAey+dWmgErFrO/vj9153faLkbYxeS0sXG4aMM3wdHszfIWD2q53v87VnKBlNxkMoXFj5E/YmTTAtX+48buvWzfndsYVnbc6knubUAwOKpdXOyWp1zuVgD7n8OVcx2SeZvF6F/WY1GbhXKWUsymDKHLM3dt/62Sab8Xb1JqpSoxzHFQKYfvkFj6ZN8WzeHPNPPxV9XJmZxCafIMTkmBDnWqxVemGMW4bbX8No6KJRKLafLGRSGBOD+ccfUenpmGfNYlOM47q0cgNbYAsskfdjTNyGIeUwGU0/LFD3j6JiCR8MgPlYzl0MTcd/QhtcsFbtlWsd1gqO9eGMp7N2ZWxUuQmVvIJZfmBxEUVb9D5fO5FP1r/Pu2ted+5bsGcep1NP8VDz/6JSDmOM/ws17wxkAjYb9pAo0rr9RWaDi7N9Go2OcbElrVI7x39zai0E+N8HRLXqRaollWOJN3zv9Gx2nXF8CYm6lBRaU+HkHxDSO+sPGFW6QdIBSD4sM5AKIW44ppPLsFXqQvqt01CWRGy+9bEHNCtUXXktR2F+910MW/L3ncfuU5cmKhGg5LsFiusWl3ySmJQ4WrqBLeg2/A99RhM3sHvXLFA9thp3AmA67ZgR3TJsGOn/+x+WO+7A2revs1ybFx1rkm/a+DPGddduJLoepoUL8QoMxL1nT4wbNmCrXRtrly7g6lrkz1XYdQq/B9YC85RSgUUbUtliq9gW45k1YM3alaBlaGs2xvyD1Z69G5s6cADj5s0AGK/4haGoGH75mdikM4SawPTR9GuWzYh6CUutxzDF/EylFe2p7hvC9kK2FFp79UJ7e3PKE76od4FJvz2LApp5uGP3rYc1Ygja4IKlal9swaWQVOBoHbUFtsR0dGYOBzWmmHnYgruB+Rqzw7oGYPOLwnh6NSo2FuOyZRgXL8agDHSt0YMVh5bl+L6XtoxvPmdH/EF8DDDxzxdYuGc+B+L38dn6D4n0r06XGrdjPjLDUbb1U2iDAeP27RhXlJGJgv0bgdk396QQnF0rd57eU1JRlZgdp3YBXG4pPPE72NIhtG/WgpUv/ts6tYo6QbXYf/agLLYshLghqOSDGFIOYa3SHWvYIC60nUd6q28LPbwk5nw0kPPC9YY9e3AbPx7PW27BvV07sFiuWZfNpy41zVDdN6Rgy3eJMuFSIt8sMJz0ll+jL6Y4pje/xeXNN/Ndj92nLnaPMOdQJB0WhuXhh0mfNw/rnXc6y9Vt3gt3C/xTtXi+619i/OsvVGIipiVLyHzsMdL27uXCb79ha9sW7HZMv/yS6zriBVXY2UerAmFAHyBWKbVUKfWKUqrvDT/r6FWsVfuhrKkY437Psr9VWGtSLansiNuW7Rzb7bcDoF1cnE2+Rensga1YDBCqQZ1Nu3ZhFz8ymn5Iat8joBSNvbwLnRTi7s76z16k3vN+PNIkhrOZibwbHo5nhWZgMKHdKpB2+z+k3/odKjoadfRokX1QC8ISMcTRYnl+N8ZTf+K+sheGhG0Yzm3CkHoMS9idedZhq9AO46k1eIWF4NG9O65PO8Yf3l6zF4npifwTncssmaUlM5NdUx7HBnxdEZr4hTN07gCaflqHjbH/8Nit4zCgMB+djrViByxjJnJh1SoyR40qls9ooRhMULG1Y2KVXNR3JoU337IUO0/vxsfVhxCfi7fQmIWONRyvmmkP7xqOHzUStlMnqBbp1nSOX/xiJIQQZZnpxFIArJUd35OsoXdgD2xe6PoutRRWySEpNH/6qfNvHRSEOnIE048/4vLqq6gz2ecGsPvWQynoV7UBq4+sIOFC7ksklXnp6cWaqJRFG6PXYQYaRvbC7lsXa0B/yACXz+dh/vrr/FekFNYqPTDF/Q623GfNVz37cEuaH3/fFoZ1+PDrDT9XhouNTEC2YT0ukybh3r8/rv/9L9iu/8fhwnYf/RZHQrgVWAc0AV4C5gPHlVJxSqmy28euAGyVOqLNvphj5mXZ3yq0NUCO4wrtDRqQtnQpKefOkf7DD0UeU+y5o4Bj4Xp7zVr5Oke7BWH3a0gTcybHEo8W6ma35cQmesa+gae7D6tHbWLbf/cw1i0Oe2ALZxm7f2Nw8cVl8mS8IiPxDAnBNP3arZlFzRp2F1oZcFv/AO4rumI6sRiP39vhuuNltDJhrdo3zzocy1ukw8Xv54Y9eyAxkY7Vu2I2mFm2f1Exv4qCMf77L+ujHDevDkqxwDeI1zb4MnU+rPd7hpHN/w+Xz8djSN6PzdgOtMbWpg0ZX3yBrWvXUo7+CpXaQcoRyGVMqI+rD2HeVdm5+Td4/ClYcvP8T2/nmT00qFgXpRTYMiB2GVTtmb0btlLgHwUJO2QGUiHEDcV0chl2r+po7xp5F86H2KQYFIrK3lWyHbMMG4ZlyBC02Yzl0UdxHz4c90GDcH3lFQxbt2Yrrz0j0AZXBgQGYrVbWbJ/YZHEWKK0xmXCBDzDwnDv3h11oPz8v2Hj0d9p5AqmEMfwIIt1GDwHWK+xRmEubJW7o6zJ15zN3tajB027j2Sr4RTptapfR+TXdmH5clL27ePCjz9ibdfu8gGrFZf33gPA5X//w+XddzH+8QfmDz4odINMYZPC1sBXWutbtNadtdaVcLQc3gFMAjYCjQtZd9lidMFatQ+mmAVwRZfBEN9QQnxCcx5XqJSjtdDTs1hCOjrSMWlLlYgorAMH5vs8W2ArbrE7Zh7dEbe1QM8Zn3qGft93wcfVh8XDV9G48i0Yk3ai7BnYrkgKL7nUv9pw4gTa5xpdNYuBdg/GVqkTxrP/YK3Si9SeO7G7V8Z0YjG2Sh0drS95uPSabL1ro318SFuzBvz88HH14bbwtvywc+b1z+JahHRAAH9FmqmBIiCpJlVNu3hu2Xnu3wbNP5oLNhsue7+BTHDtPQHj77/nXWlpCL64aPupNbkWiUp2Z8e+v+Cjz2HeDfg/7RxordlxahcNKlzsOnpyBVjOQ1j/nE/wi4LEXdQJcPyPSGYgFUKUebYMjKdWYK3cvciqPJEUQ0WvSrgYsy+bZW/ZkvQZM0iNjsbWsSO2+vWdxwy7dmWvzGDE7lOb5iqBqj4hLNwzL3uZopSRgdudd2JYf30z2Rv27sWjaVPM77yDio7GuH49hjNnUFrjMnlyEQVbtlntVjaf2kULdwO2So7vEbZb25I2ZTHpn32G5eGHC1ZfcGe0wYzx5LUnFmwW0pIMWwZbTmwqdOx5MhrRtWo5uq76+zt3qxMn0AGO77P2wEBcXn8djy5dcHviCdSxY4V6qsImhQlAliugtY7RWi/QWr+ste6ttc7+s80Nyho6AJV5DuPprGOdWoTeyqbYf3M5q/hc6kNfpUo9dHBwvs+zBbXiFqOju2lBu5Au2b+QxPREvrvrR8L9IgAwxq+/WG/LrIW1RgcGor28gOzN3SUho+lkLrScQnq7+dj96nOhy1os4UPIrP9svs7X3jXQLv7YBzUl7c8/sd96uQvfy53f4Hx6Ir2ndeJUSlxxvYQC0VXgH4uFFhHNyLj7XZQhHd3SC3uFCliGD8ewcyuqTiJsAY2Hoy96WeRbD1yDcl6v8KIGYbewNwgsBmBl7snjjeRkShwJ6YlEVbqYFB77EVz8Ibhjzif4NwRrKkH28wS4+8sMpEKIMst84HPc/+iC+5oBKFsa1ipFlxTGJEXn2HX0SrpSJceP9a1bY739djLHjcPePOcuq3afupiS9tCnzgD+OLSMlMyUIov1ai7vvYd53jzc+/ZFHTrkiFVrPlv8EgcL0PvDNGsWxs2bcXvqKVzHjiVz3DgA7KGh2OvWzePsG4Tl2u/DB2vfIsVmoXuVBo5ZugECA7H16IHl//6vQA0oAJi9sVVo45y9PzftIjthVMbLExBqXbzDprTGsH07xkWLMC1fTuqRI6RER3NhwQJszS5P1mTcVLgktbBJ4TygjH6rLHrWyrejje6YorP+atSkcjOOJR7lbFr8Nc/P8Rep6xB7/hguCgJ9C9b9whZ0KxVNEOIRkOdyGldbuv9XQnxCaVK5KQDGI7/iuvkZ7J7V0R5hWQsrxYVffyUlMZHUnTvRQUEFeq6iYPeth7X6CFCOj7h2CyK99QxHS2F+KIUtsAWGCzux33JLlkPNqrbgxyGLiU2Kps93nUttPSND/D94/hyG65aniN35Pqds0LzGHdiqdEObvLE+05nUY8fIfPFFlNdR8AWrsZ1jeRC3wq0HVeyUcnQhPbUq1xtrVKOOWIyw5el74JN3S2XcalG7NEayQcV6YE2D2MWOVkKDOecT/KMAUIk7qR1YU1oKhRBllnnfRxgTtmBI3InNp3b+/z+cB601e8/sItK/+qUdmObMyXWcvHX4cC4sXUrGu+9ia906xzJ233qo1KP0rdWLdGs6vx0opiWozp3D5Y03ADCcOYP5p58w/fILe/u35JkNExk87XZSM1PzVZVp/uVJcaz33IOtUyfSFiwg9dAhLP/9b7GEX5JSYpbx4mc+pMStzfH4tpNbeGPly9ztBd3qDy2y57UFd8OYuB2Vnvt3/AD3AFqFtWbJ/gWoo0dx79YN48qV+apfxcfj8sYbmGbOdCxhl08eLVrg0bs3bg89BMnJ6JAQ7Lfdhu3WW7E1aULmQw9hD819DfNrKWxS+DHQSCl1dyHPv7GYPLBW7o4pZj7oyzebJlUcWfm1mo3N77+PZ4MGuD70UJGFcyLxICEmwCssz7JX0t410S7+9AisyB8Hl5FuzX1dFbu2Y7E5ZupKt6az4tBybq/ZA2PCZjyeqovHmj6oYylkeE7KfdYwoxH7Fd01bjS2wBYYzu90LA1wldvC2/J5/2nsPbOb1Uf/LIXgMnH750FUZiLmPe+yedc3ADSr1h2Mrlir9saYsQ5cHUmFOe4ntEsAF975jfRvvy35eAsiuD1cOAnJB3M83KteL9xMbky5zR1u71LoWevKkh2nHElh/Qp14cQyx2cu/BoTIvnWAWWCxJ3UCaolYwqFEGWTNQ1D8j4yaz1Gav9jpPXee7kl5zodTjhEbFIMrcMd46xcXnoJ98GDcX3ssUL/WGj3rYtC09ovkCCPCizYW0xdSP39uTB3LrZ69bDVrUvmE09gmjGDX1I2YLDDgaQjjFucv4Qubc0aLnz7LZa+fbH26uX4UbtPHzDn8qPiDWbJP5OYnKhZuvXzbMfSren858c7qWCw8VHtJmTW/L8ie15boOM7viEx+4SSV+pRqw87T20n/rZ6mH7/HfOXX+arfsOePbg+9xzuQ4filkvyrqKjISPjih0KfcVahYYr1irMnDSJtM2byfjyS+wtsg/ryldMhToL9gHVgJlKqXlKqcFKqYhC1nVDsIb0xXDhBIbzl1v9GlV2tCBtOZFzhm9+5x3cLjbju3z9tXNgs4qOxvzee7gVYrYideYMsWcOEGoCu3sBF2tVCltgK/q5XSDVksqqI7kvRfDgvKH0nNYBm93G2qOrSLWk0j/+BzyXNsPYeC/sBl4Ftf9cgV/DjcIW2AKl7RjPXZz5KTkZ07x5uD3wAOrMGW6v2QtXoyurDv9R4rG57H4L4/ldXGj1PZbo/2MdkXia3KhfydGCZIkYiiEjHpe974ElGVPMz1jC74Ycxl2UOc71CnPuQurn5sfd9QcwY8fcYu3aU5I2ndxCZa9gKngGwbGfwK0SVMj5l2wAjK7gW9s5A2lcyikS0xNLLF4hhMgPQ+IOlLY7JqErYmuO/D975x1f0/nH8fc5d2RLSGQJiT1jxN6xR1GjVFGllGq1DVo/o7ZqaSmlqNIWrVbtvWfMxF6xJSRBiIjsu87vjycSkR0xe9+v132555znec5zbo57z/f5fr+fr1iQbeTVBPWqVVhMngyAdu5c1H/9lacxTfZiIVv78BSty7Rj19WtKQvkeSIxEcuePbGuWBHtqFFClR3E81ibNsSfPk3Cli2gVqMbNIhVFcA3BEZFebPs9GKWnV6SMpR8/HjGxq69PYY+fUhctw6srPI+11cRQxxHQ0Wq0pEM0rWm7xjChQc3WFCiGFYtdoDGLt9ObXKoAoAclY1RWFaIF24sKqLG1KtXZ6hu+zRP5v0ptrZId9KnI1m1aYOtrS3WlSohXRUL5cYGDTA0b46+b19R5SAfyatR+D1CdTQS6AgsA65JkhQpSdIOSZKmSpLULZ/m+EpgKiTCJuWH51L22VvaU8qxDCdvZ2wUGtu2RVEL5UBD48Yi/y8uDpsyZbD88ks0ixfnWhlKs3Ah4Tcv4KEG9T/bcn0dRqc6NDOFYKe1Y/PFdZm2O3rzAEdvHWLpyd/YenkjVioNzdRRJNT+jaTw4Sgz1BiLV4B8viFfJR6rqsqRovaNVfv2WHXpgub331Ft2YKVxoraReuxP/jF1vmToy+iPT8ZvUdXtAPmoRkxl4NX7uFTpA7qZKVKo3tb9EW7oD0zFotzE5GMCei9er3QeeYZ2xJg7QF3Mq9XOKB6X2J1sfxzblXGDRQFKtWG7n0g/PbzmWc+oSgKu2/sp0nxhqB/JFRHi3UCWZV1R4enFEjNeYVmzJh5xVBFnQLA+ByMwv3Be3CxdaWMUzkMHTqg794dAEObNiJNIg+YCpTHZOOF+uYqWpdp9+wlqCwsUAoXRnXhAhbffosqMDCtYadWo3h6AnC+QmEuOUH7Ht/w5Y8nqVO0PmN2fEXCvXAs+vXDpkaNZ1dz12VeYuFVRH1rLYfjhcjjkci0quSX719kRuACetlr8O14GCyeKJseG4tN6dJYtWwpPMd5QLEsjMnKDVU2nsLSjmUo5ViG9bUc0HfoQMKqVShPCMJkhqlsWUwuLgCod+9GO25c2gY6HfKlS0gGA6rz50VuLJD4xx8kffcd+m7d8j09K6/F6/+nKEorRVGcgaJAB2ACsB8oDXwF/J1vs3wFMNmVRZHUyA/Pptnv416TE2GBGfepWJH4EyeI37KFhJ07hVFoY4MhuY4hgOaff3I1D/3VS4RagqcaTFa5LwlpdKqLpQwtPKqx+fJ6TEr62PtYXSyhj0KRgfG7RrLp0lqa21mjdaqJoWRfdJ+MIzYunvjz59H375+mr3zhApoff0Q+efLVqX+XRxRLZ0w2XqgixeqUsXVqcrx6wwY0P/5Is73BnLlzisj4yBc2L82lWSBrSKo5m3Om2zTqC6fsYmkZ94TokCSRVHMeitYBbdAPmGyKY3Kqm/mgrxKP8woj9qcJ136Suh61qORcgV+O/wY//ARLlqUfo1UzWL4auvaGS08ZTIqSNiTjJXL+XhB34yJoVtxXqI6akoRRmB0FK0PCbcrZiR8FcwipGTNmXjXkqFMoGgcUG898HVdRFA4E76WBl68o46PRkPjnnyT+8AMJq1ZlumAtBwWhmTULiwEDUP+dwWOqJKEv1g3VnR00KVIdrUrL1ssb8z5RSSJp2jQMDRoACKMwk5SHtUGrkJBoX6UFKkyMazaFe3ERLL6+CtXFiwBYDBsGUTksKWYwoNq7F4uhQ7H44gvUq1Zha2ODZZcur00ufvyVRZzTgb3GkrMJSUTHCKFFRVEYuv5DbCQTU2p/hGKdVttSdeQI8tWrqHfsQL0t9w6Ux5gcKiM/PJNtu7ZlOrDXOY6If5dibNcO1Ops+5hq1iTxifqJ8vXraY5Lt2+jJOcGmooXB7tUL6j255+xbtMG20KFcleDMRvy6ilMQVGUMEVRNiqKMlFRlE6KongBjsArVPwsH1BpMRUoi+opo7Caew3CY8K4E5OxN8Lk7S2MiSduEEPPnhhatiTht9/QDR6cq2lcdgKDDJVkMJWqmuvLMDrWQkGifaHC3I29w/EMDNrL94IA+LoQPEyMIuxRKO210ei93hMNrK0zjFWXrl1DM38+lkOHYuPjI4ppvuYYHWulGIWGdu0wVqlC0ujR6L78EtXevTTfdQOAAy8wr1B1/yDGwg04HnWLmnXPEFQY5mm78tnAJWnaKZaFSaolYtv1xd9/vXLvXBtD0gN4mLFIkyRJDPDpw7Hwk5yY8TUM/goWPJEraTBA/Tqp22WeEmWa8wt06vFK/DDuvC7uneYlfOF+IMgW4Fg9+47JYjMliEYtq80KpGbMmHnlUEWdFF7CfP79uRp5mTuxt2nk9YRojUqFftiwLEMoVbt2Yennh/bXXzM1Fgye3ZAUA4Xu7aSBl++z1yuUZfTDhmFo1Qr5UOZex/VBq6hTpAYl9jTA8kA36hdrQN1iDZi1fwrGo6KfsXFjJL0eKSICq5Ytkc+ezXQ8+epVrJs0Qfvjj2gWLcLo7Y1u0iTU69cjB7x45fycorm6EO3ZCagi9nPs5l4UoF+F9ijAiUvCkbL87F/sv3WYb51kClZJryqvODpiKiZ0N4ze3nmei9GhCnL0BTBlHULcpmx79CY9u67mzgBVSgqRJMXGJt1ChuLpSdz168Q8ekT8lrSCR6oDQnRHMpnSKMxKd+6gXrYMi2HD0CxalKu5QD4YhRmhKEqUoigvNqbuBWBy8BbCI0/g81hs5nbO5V8NXbuSsG0bhr5909QcyQknegpbu2KhIhiTV55yhdYek2NN2hkuoJJUbL6UPoT0crj48uluBx87O6GWZNragKFYxrpC8pkzWHbpgk3p0mhnz07Zb6z7mnimssDoWAs5LgQp4S6mSpWIP3UK3eTJmGrWRIqNpWYY2CbB/uMrX8yEdA+FgptTfX469AO2KmsCex6m58h/kdXpDXWDx9vEtziArsL/Xsz88ovHeYVZlKZ437sbNgaZKQ2BYh7Q64n7U62Ggg5QqgQcOgrL/k09dj4Iho+FLTtgVeYh1C+Kndf3UrpQSYrZF4XIY8IDmJPcz4KVANBEB1GyYHGzAqkZM2ZeLUxG5Idnnks+4WOBt4ZPGoU5mVKlSinvM1OGNxX0wWRbAnXIv7Qu3Y4rkZcyLREhBQcjJ3vxMkWtxtCxIwlbt5JwIGMFzauRVzgfcZZOhYsgmXRoQteiPT+FLxuOJiz+Dovfr0L8li0krliBUrgwlv37o96xA+saNTL1FJnKlsVUWqQXSHFxWDdogHbCBNBqUb+qtYpNBixODMHi7HisdzbmcIKCLMl8XH8MMnD0xnYMJgPf7B5NDUuZvpXfQ7FOr69hqlaN+OPH0XfogO7psMzcTKdgFSSTDvlR1n/j2kXr4WrrxtyjM1FysdhsKl2a2Lt3iY2JIWHTptQDioJq82axcG1nh1K2bOoxoxFD27YYfXxQrK3TlqLYswernj3RzpiBav36HM/jMTkyCiVJqidJkmP2LdP1UyX3zb/Mz5eIycEbOS4Y9DEp+7xdqyJLcqZiM/nNhYizaCSJ0oVLC49dHtCXGoBTXBAN3Kuw5sIKjCZjmuOXww+hBjxLdmemXQRnilvi4u6bzj3/GCk0FM3q1UjJ/xEMbdpgcnXF6Oubp/m9ShiTxT7UoWvSHpBlFCcnNCZo+LAA++4cfiHz0a6bjoRCCO6su7CS3nU+walynSz7GAvXB3Xe7pWXhnURsCuVqdgMgIN1IYY3HMKqCnDwURAMeWq1sEkjOHMYfpsLbk+E1i79BxKTlXdHjANj2vv/RaI36tkXclB4CU16eHAKnGpk101g4Sg+p2SxGXP4qBkzZl4l5JgrSMYEjAWr5fvY/sF7cLcrQklV4Vz1M3p7o+vXj8QZM0iaNi3jRpKEvti7qO7uoo2nWNzedmUTsbpYjt46nPLQLwcEYFOuHNYVK6J+QtVbvWYN6n/+AX3OBWqm7Z+ERtbQTb6J0aEKeq9eaM+MpZWlgapuPnxbLZaIRqK2onT3LsaqVdG//TaSTpd5+QFJQt+vH7pPPiF+61Z0336LlJiIFB+fpYfxZSJHnUIyxJLoM4PEaj9wQFOais7euBb2prKVhiO3z7L6/L+ERN9kTEEThgpfZjqW4uRE4rp1mCpXzvN8TA6Vk+eVdQipWlYzyncCR28dYl1QstbBo0fZn0CtRnF2TutJT0rCsk8frN96C83Mmen7qFQkzZxJ/PHjxN6/DxYWKYeUYqlVCeTbuddTyKmn0B9olW2r9Dgk9824SuhrhtFerDA9KTZjq7WlrFN5ToRnnFeY35yPOEt5CzXqXJajeBK9Z3cUTQEGOlpz/cFV/jmTNnH5csQ5SmnAVGMmKms3yqviMTwOHU0ZRI98+DDqNWtQ3N0xJruvDa1bk/jzz8SFh6e5OV9XTI61MTrVQ3tuMhjS1iNMmjqVmAcPaNBrLJfjbxL+KEwciIkBRcnValHOJmNCu2YqmOC3r/qjoDCgVu7Cj18rXBpDxMEswzaG+X6Ju60rwwZ5odSukT6P1coK+vaCpo1T9/3PDxwLQfMmsPZvUGUj6PIcCQg7TqwuVuQTPrwAxgRwzKFRCOBQEaIvUKFwOS5HXs2yzIwZM2bMvEjkqJMA+e4pVBQF/+C9NCzeBJuGDbH29kY7fnzOcu0cHUlauBD9kCEYm2TuZRQhpEZKxRynfOGKTPefQqkfXGjxWz3WB4kyFeqtW5GSkpBMJqw+/FAUoDeZsBgxAqv33sOmeHGhGJoN/sF7+efMUobUGoRnzAkMnu+SWOsXTA6VsQr8mIlNJxP26BZNF9bm8v2LIElI0dGot2xB99lnGFtl/niu+9//SPr5Z4ytWmFo357E+fOJvXqVxIzyKV8BVBFCYM5QrBuJZf0IfHiXWkXrAVC3UFGORkfwo/9kKljItC7V8rl4oZ/EVKAsiqxNEZvRXF2AKpOC9u9X+5AKzpUYt2IAqjo1sC1YEOmJkhFpiIrC4pNP0E6dmqbOJIB2+nQ0S0Q6kMWwYaj2Zy6693SotKlECXT9+pH09dfoPv88h1eZSk6NQglwlCSpWG5eCBGa1yiRKWtMDiIuWfVUCGk19xqcCAtEZ8ybqpMUGop0OWehXxfunsVbY8D0dMH43KC2QV+8N+8mHsXHtSpT9o5N8zB56WEo5aytUKxc0FX8GkXjgL5o2ppp2jFjsKlXD6vOnbH89FOS5s8n7uxZErZsQSle/PXKX8sKSSKpyhTkhDA0V+alOaR4eUHBgjQu0QyAHVfFF4Vlnz4saOdI+fF2JF27lH9TCQ5G8tITHwwLqkm0L9eJYg75m7z/SuHaCAyx8OBkpk1stDZMbjqWo7pg/q1lDXIOvtIKFoSTB2D7WqhUIf/mmwd2Xt+DhCSURyOTow1y6ikEcKgE0Zeo6VoZg8nAydtZq6SZMWPGzItCjjqFImsxFSiXr+OevnOSe3ER+FpWQHXuHKpz59BOnZqvdflMDlUw2ZVBffNfelXtiyRJvFe5N14OxZl5aBqKoqAbMQLF0hIAfZcuKB4eqLZuRU5+npNiYzE9GfaXATqjjqGbPsHLoTgjiohoLH2xrqC2JslnBnJCGC2MV9n0wV5idTE0W1iHc/fOIYWHox84MHNvZwYozs7oBw4UeWyv6DOa6p4/oaoi3F6xmiuLvuVR0iNqeQhvbe0iNYkzKZy/F8TwghK6Gj+l7Ww05r/AoazBZF8ROeo08v0jWAYMxGp/J+T76XMyVbKKyS1+4AZR/Kw6jmQyodqVccky+fp1tPPmYTFiBNoxY9Ic0w0bhrGeMIT1fftirJN1NNiTKG5uJC1ciG7SJAy9cq84n5ucwpnAjVy+jgMvX8khn1BsPFHUtukUSNuV68j9+Hv0WflurgxD+dQprNq0wcbTE4tRo7JtHzv7e0If3cJbq2AqUCbX838SfamPkRU935Stxa3omywMnCv2G/VcS3hEOXuhbKov8wmxne+mlfoFTE/GMB86hLFBgzSx+m8SRpfGGFxbor0wRZQMeIpKLpWp4lqNb/aMJTr6LmGHtzCmWhThchwBoSKsVAoJeXZRE0MSSjk1S2OtibJU+KSO37ON96rj/LheYRarZEDvKu9RxcUbv20juBsbkbOxi3q8Ej+KO2/spbp7VQpZFRJGoYUj2Hhl3Hj7Lhg+Bk4/8f3jUAEUA7XtRW7ykdAXE7FgxowZM9mhijop6v7lc33c9RdWoZJUtL9gSNlnaNMGbG3z7ySPVUgj9vJ5tV5c+/IuP7abx+f1vuJ4WACHbvqDVkv8kSPEHzhA4sqVYGGBqUYNkiZMwOTigr5fv2znNP/oT1y6H8T3bedQIGwtxoI+KHZCGM3o0gSDc2O056dQ260qe/oHoFVb8NmR0cT/u5ykn36CZKP0jUBRUIfvodm5MMoEf06nK+MBka8HULtUewCKqqFLzWEoBdIa3KqtW7Fxc8OyTx9U27fn27SEAulpLI99jsnKDcXKHSv/TkgJ6cMzm5dqRRupLMNbwuC2kHAtKMMx5Zup5TUUT0949Aj51Cnkc+fAwoKENWtInDuXpIULX2jpt5wahROAic/wup5+yNcQSRYrBhkYhdNa/8TGi2vpvaJrzg1DCwsRfmAyoV6/Hun+/cxPffs2V38YDoC3BZhsSmXaNieYHCpiKNyQllGbaF68Cd/7f0N0YjTX71/AoECZwk94UDL4Qje0a4ehQQNMhQsTv3t3zjw0rzFJVb5BTopEe3lOumOyJDOr/QIi4u4yYe1nfNlEhDvKJtinv4J23DhsSpbE4osvnmkVS3JKRFIb2FquEl4OxalTNIvi5m8Clo6iFl8WYjMgVueWdlpAdOIjeqzuly5H9jF3Yu9y8OaRjAdJTIQ1G2DazGecdM6JSoji8K0AWpRoKnbcPyZCRzMyVrfugFad4PtZEPxErSYHsRDjrr9LMfuiHAl7MbnNZsyYMZMlioIcdSrf8wkVRWFd0CoaevlSYOjXxEZEEHfoEEnffpun8eQzZ7Bq3TrDwuEGz3eRFBPqW6n1cHtW7YOTdWFmHhQeOlOVKhjrp/4WK87O6MaOJS4khKSxY7M8t0kx8WvgzzQu3pTW7hVRRR7B4PlEfUVJQld5InLiHTRX5lHMwZPJLX7gWNhRlpzIvbLkq478KIgbSdFcVkO7S+AabaSmUzWKFywBgHuxNnS3hWlFHFEqp/9s1Zs2IUdEoFm8OF+FdIwFqyAn3kX1IJCkqtNIaLQWSfcQy4PvZbjY/0f3VQx2asfPtaCey3oS9Anpx6xUicQZM9D5+UFiInb29thUq4aNtzfaiRORHjxAP2jQC1+8zr6QBqAoyoTnPZHXBaODtxAdUZQ0f6yPa3+GSlYxbPOnfLLuQxZ0WoIsZW0omcqXx1inDvLRo0Jm+P79dIUo5YsXka5fR4qL46yoW0llLZgcnj3sLanaD1jvbMRku8LUufGA347Np5RW5FeVcctGOdTSkoTHcc6vgMfleWNyrIHBpSmaa7+hqzAyzTVLt29Ta1cQnyRVZU7wCigD44v2YcP9AxzwX4LFRBFTrp09G5O3N/qPPsrTHFT3hSps4INb1PVMrs30puPSCK4sBGMiqDJfEfV2qcjct2bQd90gxu+dwqSmacMxFEWh0/IeBIad4OygI5Qv/MQKY2QklKwK0dEi/OijD3KtCpwXtl3bhVEx0r5Ma9A9hEeXwPOd9A3v3YcPPhbv32oFNX1SjxUoDbIGoi9Qx6MmR0PNRqEZM2ZePvLDs8hJ9zA55Tz0LSdcvHeBK5GX+Lj25yBJKIULoxTOndjMYzSzZ2MxdCiSwYBm/nx048enOW6yr4ixQHnUN5ejL/MJAFYaKwbUGsyUveO4EHGOCs6ZREhZWKQRAMmIIzcPEvIwmNFNJqG5LnLI9MW6pmljdG6EwbU52gtTMLo2pXvlXiw5uZBxu0bQvnwnHK3zWLw8Ph6Vvz/GmjWhUKG8jZHPaLbMZFe8eD/lYQ3KlGuPvvNHKMnPOpJFIf5o/Q1G58YY1Tbp+qsCUyNlDG3b5tu8TA5VAFHn2+DVMyWtyPKEH/LD0+nyGq3KVGRKmQ1UOPk7n6z/kNO3T1CnWNpFfKV0afRDhgAgHzqEendqwQaLceOEcmy5/A27zglvtnvnOWBy8EZOikRKvJvu2Ec1P2Fc0yn8e/YvJu4anaPxEufMIe76dRJ27Eh3A0iXLmHt44PFxIkobm6calQOB0XCXbEGrf2zX4tTLRLr/E7thFM0d3Rn7tGZnA31B6CUVw50hSTpP2EQPkZf/H3k2GvI95/wNiUkYOPlhVXv3kz54QQe2FOyUGk+7T2fRj5dCFTf5WE3UYjc0L49+j598nx+1b1DhKpdCYu5TY0itZ/xal4TXBuJYu4ZxO8/TZ+qPfmw6vtM9v+enwMWpDm28fJWjoQGYlJMfLXj67QdHR2hjKgVhF4Pq3Iv45wXNl7eipO1I7WK1IDIE2JnRvmEhQrC4AHivf/htHkzsgYKlIGH56lTpAYh0Te5HZN+xduMGTNmnieaizOx2ukLioiGUd9aiSLJGDzeztfzrA9aLQq8l+v0zGMpDg5IBhGCqsrIsyRJGDzfRRXhjxQfLvYZDHz+/V7sJEta/96In4/MzLOexN+nl2CjsaF9mXZors7H4NYaxbZEunZJ1X8ClRXW2+uhufkvM9rOJSbpER+u6sGjJJHScvHeBSbvGUucLi7b81oMHYptwYJYt26NekvGoin5iXz2LNrvvhNpNI8xGNJGTplMaAKWsOshuMVKeP30N7qxY1Hc3NKMpas4KkUV/mnijx4l7uhRkiZMSOO9fVaMTnXQF+tGYq0FKc+8+uK9UGQNmhtLM+3XpKQoIXfmzqksx1dKlEgxfFPO2bBhnuer2rUL7ddfY/nhh7kOozUbhbnE9FiB9CmxmccMbTCCD6sPZMbB71h2ekmGbdKMV726ECzJAO2cOWBlReLChZiKFOFMhUJUsrfDVCQXQhTZYPB6j6RKYxhhGc7d2DvMC9pGMbWEdcG8S/i+qRiKdkFRWaEJfuJLwMoKw1tvAWCng4MVZrKr/xEs1BY09GqC3qRn76SPSJwxg4Tly58pEV51/zCH1cUBqOHxHzEKneuDpII7e3PUfF67H3m77FsM3vIlPx4Wob4mxcTo3RMpVagE3zQdy6Yr29hx7akyqj26Qgkv+Por8M1D/c9cYjAZ2HJ1B21Lt0Qlq1JFZjIqWq9SwZj/wcEdsHYZFH5iZfhWKFxMgGv+1PEQIs9HzSGkZsyYecGo7+xAHbEP1W3xEKq+uRKjc2MUS+dnHvtW9E0OhfijKArrg1aJmnB2btl3zAZj69aY3NzQ9+iRaQSPoVg3JBTUIf+gvr4Y62W1cTm4h0M/J1IjTGHktiF8sKJbhn2zItGQyNoLK+hQoQv2ETuQE8LRlclYTdxkX574VscwFvLB6mB3vHVXmdXuF/yD99BiUT0m7xlLg1+qMW3/JJaczD6sVHF0RNIJQ1a9cWOu554rEhOxat0ai5Ejsa5eXYgqmkxY16+PjbMz8mGhuyCfOQOeSexOhKahWighjGPp+vWs9RgMhtTUK1nGVKsWurFj81V0CLU1iQ2WY3J4wits4YjBvS3q4GVgMmTYzd2uCAWtCnE2O6PQxYVYg4HYmzdJ+PNPkkaMQHHPuARcTlBt347FN9+g+f33NN7TnGA2CnPJ45olqsiMH7wkSeKHtnOo5FKZ347Nz/uJ4uPRLF0KBgPW1aohXbtGUMQ5vNU6TAWyVrPKLTrv8TQs+w7VLSDakEQ5GzuQX55M/yuLxg6DR0c0If+AMSlld9K8eRgaNUL30UcU7NpHiIYAdYrVRy2r8b+5X4QJPCUdnBukoADkuBsEhEWjkTVUdq36rFfzeqApAIXrQOjmHDXXqrSs6LqEdyp0ZOj2UTRf0oGvtn/N2YjzTGryNUPrDqa4gxfDto9Om3v4yUdw9TRMGgOlSj6ni0nlSGggDxKiaFe6tfjBC14BhaqB1iHzTvVqi9qLjwkLhzI+sOc6WCVQ7XYcGlljFpsxY8bMC0eKvQGA9vJs5OgLqB4FYXhKtTyvDNk0iNZ/NKLm3AqcvXuaDuU7Q1wcPHz4TOMqhQsTFxZG4l9/YfjggwzbmOzLY3TwxvLkMKyO9EGlPgFdoFIEbHAeRr8ag9hxdQtJhqQM+2fGlksbiE6Kpnvl99FcnoPJpjhGt9aZz9XKhYSmuzEWKIf29Gjer/IBa3pt43ZMONP2T6JNmfZUc6vOgoA5mJSstQsM7YVgi7FiRUze3rmad25RHTmCHC68rHJkJKjVIMsk/vYbktGIVefOSLdvgxzJuQJwT4Ym9lVBlpGuXcOmcmUsu3cXaR5Pk5iIdZ06aKdMea7XkBkGr/eRE++gupOxwqgkSVQuWJ5z53aALgtvsiSJ2tdFi2Lo2RNdHvNjH/Okd1VK/uxzymtrFEqSpJIk6aQkSc95mSMtiqUTxoI+qMM2ZNpGLat5q2xHjoUdJSohB3VzMkKnQ/fxxygWFiheXgT7lORR0iOqqBPz3ShEkkmqu5ivioqVmbIOmRRCNYO++PtIuijUoetQ31iKReCnKE72JOzeLZTAnsBWa0v1IrXYH7wn48Hi43NcOF1z9F8Ajl28QOVYWyzVb5DiWHZ4tIfoC/Doao6aa1Qa/u7yG981m8DlyKvMODKHKi7edKvYGQu1BVObT+BsxHlWBa1L7aTVZh4Kfe8+LPgdevV/dgXZZDZe3opaVtOyZFO4vVPkE5b9WISvnjkHQZfgbjZKqkXcoXVzuCU2LXf+TTW3ymaj0IwZMy8WRUGOC0ZR26AO34z2/HcoSBg8nj3E06SYCLh1iJoedbBQWWCltuLtCu+gXrcOu4IFsSlcGO2IEXk/QQ5SYHTlh2NwaUJ8o3XovAagNJEw1fFEP2QITUo0R2fUcfpO5qWTMuLvM0tws3PH18EJdcR+dGU+yX4xXqVF5z0BVfR51DeX07h4U/wHnmD9+ztZ2m0ln9YdyrUHV9h1LeuQQZO3N7HXrhF/7hy6HCjfPwvG6tVJGi3SqXRDh6KUKAEGA+plyzD6+CDfuSPCHG2CU/IJ645fDIqC5aBBSHFxaP79F6tu6b2x2kmTUB0/LupDvgQMRdqhaBzSRo89gWX37lRfeZDz8SEou58IT46Px6pDByy7dcu4OP0zYmzQgKRx40icPz/XKUuvrVEIfAFkrPX6nDF4dES+fxgpIX1e4WOal2qNSTGx93oOFZASElAvW4ZV8+ao//kHHBzQffcdcaGhRG9Yy1fbvgCgriWY7J6tHEWGqK1p/fYeBrsU5t0qffN//DcEo2sLTJYuWB7sjtXh3mivzEUdvlWE+D0hDS3F3kBzZT4NPX05GX6MmKSYlGOaX37BqmlTbAsWRHUkEzXMp1CFH8CowDEHqGn9bMqzrx1F24l/Q3O+/qOW1fyvwRCuf3GGzT1WsvrdP1OEnzqX70CJgl7MDvgl60Gio4XRXqEmDPwC/voXjp3I61WkYcPlLTTyrI+9pT1cmguWLlCsC6xcC1XqiXMOHQkJ6VXL0jB5DDiJJHjeqUntIjUIDD+BIZNwFjNmzJjJb6TEu0jGBHRl/USeVfBSjIXro1jnPQTuMVcjL/Mw8SF9fQZwYOBJrn0VQVH7YshXrgAg37+fb4t1mWEo3ouEZrsxenRAV20iaKwxTq0JNjbU9BBCOoGhOfstBwiNvsWOK1voXvl9LK/OR1FZoi/xYc7mUuwdjA6VsTg7HkwGPB288E2uldyxwju42LqyICC9SnoaJEkYZy8COzt0kycTYzKRNH262KdWY2zaFNXevRjLliVpxgxUd3axK8mCEoVKUdS1LERFYejcGaOPEFZLmjoV6cYN5KNHxSVcu4Y2uUajKiBAhJ++aFQW6D27ob61BvQxaY8pCnLNG1RtAYkauLFxccohOSQE9YYNaFasSLmG/MRUowa68ePRDxyIqWbNXPV9LY1CSZI8gLeAhS/j/AaPt0WMeRbewupFauJgWZCdV7fmaEztrFlY9eyJetcuNL+kPqwa1So+Oj+ZLZc3MLPW+1S2IP89hcnItsWY8nEElasNey7jvxHIanSVxmB0a0l8o3UomgKowjela6Y9PwXLwEE0sZYwKka2XUltIwcGot6zB0mny7SwaTqqOXAurgCxWqhepll+Xc3rgU0xEVp5K/P/b5mhltW0Kd2SEgWLp+xTySo+rTmAAzcPZ17s/auvwaGo8BC+9YTo0oq1uZ7DkyiKwi/HfuPCvYu0K90Koi/C7V1Q5iNR+uW9rvBT8o/EshXg0xBu3sp8wIrlYcd+EXb68Dx1PGoSr4/nfEQO1ssuXYF9ByAmJvu2ZsyYMZMJUqyoOmZ0qoehmPDoGIpmoKScBx4bWzU96iBJErba5Lp/CQkpheOVUi9uoVSxckFXbhia0JWowjbhZutGUftiBCbXJM4JCwPnoqDQr0oPNDeWovfsARY5VACVZFGmIuYK6qdETrQqLX2rD2T7lc1cf/ByvGeZ8rSQSrNmJK5aRXxAAKZy5VDu7GR/ggnf4snPN4qC9ptvkE+dQjdoENatWmFbogRW778vDpcoQeLSpZgKF8ZUpsxLq5OtL9EPyRiPxblJqTtNBiwCBqByC6BKconvM5bRqUI7cXEoycq0psqvln7Ha2kUAjOB4UCmgdOSJA2QJOmYJEnHIu/dy9eTmxy8Mdl4oQ5dm2kbtaymSYnm7Ly2FSUHq1j6nj1T1Id0Y8akrHzNOvQ9q879w8TmU/nYrQiKpEaxLZ7VUGaeM/oyn5LQZCtGjw4Y3FqhDt+UdqXSZEQdJhQsm4cvpJxTOSbuHp2Sc2BslmrUyVdzFhIp6y5y1EEsBvi06JM/F/I6UbQ9RAZCfO7i4zPjw2q9sNZYZ+wtPHcBfkgOBf5kKMQniHy+md/BF4PyfM7I+Eja/d2Vjzf50dS1Fh8eSoQZHQENlHpilfjdLsIQLVZUnNfNNeuBJQkcKqYYhfBUEft/VsLmben7/bYUfNtC0Qqw4fkr0JkxY+bNRE7OJ1Rsi6OrMBJD4QYYPLvny9iBoUewt7CntFPaxXDdd98RGxdH7M2b6N95NgNUPnkS7fjxWDVsiGp9BurTT0Vs6MoPw2RdFOt97bDeVJHahYrl2FOYoE/g9xMLaFeuIyUjdyMZ49GX+TRX8zUU6YCxoA/aoGkpaq+P+bD6QNSymp+P/JirMZ8ncbo4fgmYkyZiCsDQsSMUKIAcfY59D+7xyKCnSQmh2ImjI3GXL4t6jzNmwCOhsipfuSKieCQJQ/fuxAUFkbhkyUurlW1yqoWuZH80F6cj3w8AfSyW/l3QXltIUoWRlClQFK0kcybiDLZeXlg1aYKUmIihfXuM5cqhG52zSgUvitfOKJQkqR0QoSjK8azaKYqyQFGUGoqi1HDMYw2bLCaBwaMjqjs7QR+babPmpVpzOyacCxFCqdRoMhIYepQZB77j18C5HLl5kERDophv0aIYHq+A2NgI976isOTkIhp5NcGv/nDkR5cw2ZUUMvRmXgkM7u2QE24jR6XmE8iRR5ETI9CVG4omKYLpJcoRHHWduUdmij4tW5KwdCmx4eHiyywbpMT7yHEhHE2ScbAsSCnH5xA+/KrjIRLjcxNCmhUOlg70rvwey86u4H78UwnsVpZQMnnhpVBBmP29UP784hORx5cXdDrG7vmGHdf2MKv1VHZ0XY79ysVQIhySqoPlE4qizoVh4woIOQ+Lfs6ZilqyUVi8gAeFrR05svMvIcLw72p470PYloFH+pIIvyI6WhiIzzkEy4wZM28mcpwwCk02XpgcKpLQwh/FyiVfxg4MPUJ1j9oZ131OFud41rqy6hUrsJgwAfWBA2gXPhGAlpSEduxYbG1s0I4alWocagoQ99Z5EmsvRFIM1Es8xa3om9yOyX7RcsXZZUQlPODjmoPRXv4Zo1NdTIV8su2XBklCV34YqkcXUYWnjUZztXOjZ9U+LD7xK+GPwrIeJz4e1YYNWPTvj+YpTYQ8YTCg/usvSEoW3Un+vP448StfbfmMLn+1STEMn/y8VHd28fsjKGhpT6syb6WOZ2WF4uEBlpaYKlVCcXDA0Lw50oMHqW0cHVE8PZ997s9AUrUfUKzcsTzSB+udDVGHbySx+k/oqk5B9upMRa3CGek2AKqDBzFWqEDiihXEBwXlvvSEYoInRfIMCWjPjEWKC8m8Ty7Is1EoSVJdSZL+kiQpQJKka5IkXX/q9bx81/WBDpIkBQP/AE0lSfrzOZ0rUwwebyOZklDfzmAFPplmJUXY2ZbLG5h18HtKTXel2aI6jN81kmGbP6Xl7w149+/2Ke0TFy0i/sABTGXFitip2ye4/uAqXb17ACDHXMJk93xCR83kDaN7GxQk1GGp4aGa0LUosoakSmPRlx5Em4fraedenu/9J3Mn5jY4OmLo1Std/Z3MkB+I9Y+A6HtUL1Lrv1G0/mnsy4p6fHkIIc2Mz2oPJMmYxPxjT0l4lywBx/fD4vlweCe4PKOkevhtEtxLsixgCV0L1+Hz2oOQJ06DuiFgAKIaP9v4AE51wBCHtHQqdc7HCE/hz7/ChO/E8ehH8OQPKUD5smBjAw3rwbJF/6mao2bMmMk/pNgbmKzcQJ13he2MiNXFcj7iLDWL1MnXcZ/G2LRpynt9z56pB7RaNEuXIikKFt9+i1WLFqmLZxo79CX7oSv/FfXUwjmQnbdQURTmB/xEJZfKNNImIsdezbQMRXYYinXFZO2B9uL0dMeGNRyFSTEx/UDWKpbqDRuw7tAB7aJFaObNe+aFQfXq1Vj16oWNpyea2bOxbtIEm7Jl2bJhGo6WhTgWdpSOf7akx/JOVJrpRfNFdYnTxREbupU1cRJdKvXMVEQvftcuYh88IGHHDpTir1i0nNaexJq/oHoUhBxzjYTGG9GX/QwQGiRVtAqnPdUosoyhXTsolMNQ4QywPNANq33tUrY1N/7A4twkrA68CyZ96v4ff8Tygw+watlSlAHJIXkyCiVJ6g0cALoAlsBNIOSp1828jJ0diqKMVBTFQ1EUL6A7sFtRlF5Z9bl26xR/z+kPgD4xnnZ+DqyYJ8LA4qPv087PgbW/CiGX6IibtPNzYOPvwwGIvHWJdn4ObFs6BoCI62do5+fAjt37ULSF0J1fRDs/B/atFHlAwaf30s7PgUPrZuFeoAil7LyYuHs0Y3YOx8e9JpMqDaXuQztWVJ9OV+8eHAzex1t+9pzbtxzUao7FX6XdeC+CDq5h1bl/UEsqli0dypWAjcgxVwmNiKWdnwPBp/cCsG/lNNr5ORAWJJJvd/0zmXZ+DkRcF0m325aOoZ2fA5G3LgGw8ffhtPNzIDpC/HnW/voF7fwciI8WdV5WzBtEOz8H9IlCBurvOf1p5+eQ8lkundmbjn6pN/Rv07vTdUiqJ/aXaZ3pMSQ13G3Ot+3oPbRIyvasya3pN7RYyvYPE5sxcFjqf/BvxzVi8JelU7YnjqmL3/DyKdtjR9fgq/+lSiiPGlmNUSOrpWx/9T9vxo5OrePoN7w8E8fUTdke/GVpvh2XKus/cFhxfpiYGs7Zb2gxZk1OlYXuPbQIc75N/Q/YY4grv0zrnLL9zsgK3NEVQh0uPFgd/QoSf3Y+RucmoLWn0z9/Eprkxo+aIJJ0sfScUTTdvbdlxgDkCxeIPXkk3b3Xt18BbuyYQrQRzkfe4Oq5vez6ZzIAYUFHM733AK4EbqGdnwMBm0WIZNDBNbTzc+DkDpHwfG7fctr5OYh7Dzi5YzHt/BwIOrgGgIDNv9DOz4ErgSK08NC6Wfl67y3/dTi+fh4p996f8/zw9fNIuff+mDMYXz+PlM/69G0Z3e19YBTe9bnT+9BmSOq9M2taDzoMSc0t+eHbbnQZmrqI8t3kTnQfWiFle9W8Lymit+THIz/zKOkRY8e1ou+XVcVBe3tGXlnEgIXvpbT/cnRjPv1fan1Iv5H18RuZWiD30//V5svRqQbegOE1GDmmGSz5m7Vu0TyUdfSV/WH/OLi0DmpA0GVHeK8fAN2HVuC7yalqfV2GluWHb1MV1zoMKcWsaT1SttsMKc7c6X3Ehou4p69dW0ad6zouFoaoyZMwJIsxsHgZ7Ud58+c8P0Dce74JC1k3rjNsWE50zH18/TxY/bv4nrt/6wq+fh5sWCrutTvXz+Hr58HWf8S9disoEF8/D3auFCFK10/74+vnwb518wC4FLgDXz8PDm3+DYBzBzfg6+dB4I6/ADi1bxW+fh6c2rcKgMAdf+Hr58G5g8LoP7T5N3z9PLgUuAOAfevm4evnwfXT/gDsXPkjvn4e3AoSYbJb/5mGr58Hd66LqIwNSyfj6+fB/Vvi+lf/PgZfPw+iI0R+Zm7vvV9nDqC5X+r31rPee5MmtqPXsNQcmDT3HjByTDMGDE/9HsvzvZdM3y+rMnZcam5sr2GVmDQx9Xvtme49oLlfMX6dOSBl29fPgz/miIddfWI8vn4eae89Pw+W/yq+56IjbpnvvVf43ps0ulm2v7khZ/9FsRFzys/f3JPhxzApJuJ3bEA+exaArkMK89v01NDUjn6FWDqzd8p2Oz+HXD/vrQ/ZiqFJE2Lf6UjrwwNTn/dunOXfQsKbpTg4EP5hd9oNKZjmN7f/wqFU1YJWVrMtcFmWv7nLN3zDubtnaGdfB4srP6OTCtBu1qC8/ebKGi4kVER9dzcPzwp18se/ubYxSfSq2pffA+fTYkiBzJ/3wncQpxWfm+riRbaP6JSr573fJ7RnyIep2w++HAiAfPcu8vXrSIEBRN26zAH1bfpW6kNnU3mO3TrCoRB/PvDpz63om7QeX5SV1/aSqCgkHtmf+fNeoUKMGuXDol6lkZJTwl70815W956xSFu+vmLNv/dbYnRvk3LvLV/9N1VsrLmrMvBWPys2+Yic2JzaGk8+77X3s4dbG1Hf3krEodm087PHcGwCJgsnVJFHWT3dLuXe0y39Dc2SJah37EAODk73vJcZefUUjgYuASUURamsKEqTjF55HPu1QJFUGNxaYxNzFMh8daVz0TbYGlRMKT2YVT0309K1ARpFxtnCkVal30Jn0hOnSp8aaVJMrD6/nBoFKqBRZLT6CCSTjjjp2QvBmslfbiS5IUcGIiXcpZilCQd1DIaiHQGINUpsiW2NW4cTdCpYgGuyEaOStgxF/d+3Y1OxIgW/+BLpqZW6ETviKX/2AIejrVFQKGBQv6jLeuW4oy+MVgYis4wczxXeSfY8SIhi9tFslEifJD5ehFzmlINH+K0heKqhNioI/RE+iORukpo1tuWzzxnMCVbO3IiXsSiup06SCEUd1UbDiold4PvJGL8ZQ4xlek9gooMN2NunH88cSmrGjJkc4qjRYbLNfzXLwJuHABg38yQ2lSujSVavtH0Yj3zuXPbqzDlEkWUStmwhcvLYdMc2VdQS4PcusaGhxNdNr+R4K1EG2RYfu4KceZi1wNe++wFICrQt6IE6fBO3rZpgUPIeoRFCdeKN4BQ8Fe2pkVSU9qCVxHf3lw1Ho6BwyzLz+okGSw3rvLUkfjKIuNOniSzqlGnbp5GuXKHnz3sZvzZKpCoYjVyu4Mp9WxlFq0X/3nvsa1qKv6rKmGR4q2p3ykmFaR/rQdCQW/zUfgHeOHHeIoqZkUlUdCiKCzZZnlM2Kny4JhibIkWw7NoVm/hXS2XbP0pDtMkhzT4FGe8iDQAIK6AQ45L3UGcPSxMaxN/T+f6fVC9gxFa5S5LPDCLtmtPLPQl7g9Cp0Dmlnke6fTvH55ByIoKSrpMkJQJfKYoyO9edXwJVa9RQ/I9lXGz+WVBf+w2ro/2Ia3sWk0PulY+uRl7BZ04Z5rRfSG+ffmmOHbl5kJa/N+DXTn/ybuWeqIOXYXWoJ3Etj2Byqp3JiGZeBnLUKWy2VMPg3BjFwhHNrdXEdgxFsS6Spt3mPZ/Sff9c1rWfRROfz1P225QunSI4kzh7NvrBYoVdun4d25IlYRaMDYVvbGVu/e8hdhZ2L+7inhNJROKENpedHsAqL6g8Bip9lW9zaf93Nw7ePEKw3zkKWBTIvOFef/jxZ9i+G0Z/CV8PT9/GZIRHl8EhdbUz+O4pSsxvxDg7S8Z9dBHCV8DZb6DuAiiSebHiXHPsS7j2JzFl12G/riXjfUcytnEe6nftPwhjv4HdG19a8r4ZM2ZeDe6jwwLHzBuY9Ngut0RXcTS6yhPz9dzvLWnL5ZPbuTxTLKQmjRmDbuJEtOPHYzFhgtg3aRK6r7/O1/PmFkv/rvzv7DbmRekJHRGNVpXxb1v1OeXwsC/KtpIuqG+tIe7tEBTLnBtiGaE9NRKLC9+hSGokxUBirQXoS30EwIererD3+k6ufXk3x2kn8rlzWIwaRcLixZnmakpXr2JTqxZSlKjDbWjdmoTNm0GSMOmSWLx2LOUrNaFZ2495p04IRyrYEzTmQZq8UIuAj7l38RfKBkOcAt80mcBnjdIb5U+iXrMGq87Cc2dydycuJATUr/5Cefy1Pyn+1/t0K+bDnHc3oVjlbSFYfeNPrA6/j96zO5qQfzDaV0RKukfc2zfBpMNmS1VAIq7tGVR7DiKHhGByc8Pk45MmXamAJB1XFKVGRufI6y9+KGCRx74vHNWjS6iv/yE2THqsdvqivpGchmiIF9shyS5VXbTYvrUaECIfVjt9UYWK0BIp4Y7YDt+K0VW4oS33J4vOIKSZrXb6orq7T2w/uoTVTl/ke2LFS354TmxHBlKiUEnstbacCRyDHHVKHI8MxGqnLyuPz8FSbUk7R2esdvqiuf4HJis3pOT5PpaAVt3ZKbbjRGiKKnyr2E64I7ZDN4jtRBEuoL61GqudvqATng51yHKxbRChK+obf4rt5Nhk9fU/xHYymqu/YrWreer25blY7WmTun1xFlb7OqRuB/2ApX+XlG3t+e+wPJDqfteenYTlodToX+2ZsVgeSa2TqD01EoujqWFJFie+xCIwVanL4rgfFsf9UrcDP8XixJep20cHoD01MmXb8khftGdSv3gsD/VCezZVStjyQHe0579L3fbvgiboh5Rtq30d0Fyclbq9pw2qiIMkVfkGOS4Yza3VmGyKpxiEVjt9U+69pjVHYifDmoCporMhHqvtjSHpEYpKhbFOLdTq31PuPdXVsyhlLMEJDlpYU6lwBZz926cklktxt8S9lod7D4Qxa7XTN929Jz8UYVDyvUPi3nkkwj9Vd/fl671HyCrY2Tbl3uPGP2L7cVz89b/E9mNurQe1DUQcFNuXf4U9qaEdXJwL+95N3Q76CfyfiCw/PwMO9EndPjsVDvVnfOORRCU+5Kd13eHIE+qip8bD0VTjnUM/wfrNkJgI6zbB8f+J12MCh8L+7rC5NoTvFH1PjWfxNnH/9qlYF27MhbIDoUsIhKwUc3jMgT5ijo/x7yWu4TH73hXX+Jg9ncVn8Ji7B8EYj527iYrO5Tlyep74DEF8pjvbis8YxGe+s634G4D4m+xsC98PheYdRKmKX3whNFmVNOGuOB4uQuqICxXbd/aI7dgbYvvuAbH96IrYvidCi3l4QWw/9vJGnRHbUcm1pSKPi+2HF8T2vaNi+1Fy+OvdA2I7WeWQO3vEdlyo2A7fIbYf144N3SK2E5NFhG6tF9t5vfeu/gG7Ur/X8uveS+HM5KzvvROjxf31mIzuvRNPqNgl33spHBkkzvGYQ/3z997b1UF8Ro/Z2Tb3996tZNXHxEixbb73BC/53rM+MTbr39wjfZEUE6bk8NH8+s01KSYCIo5Tq7AwTAwtW6KbOBGrPW1QH0/N4VdH/YXmauq9+ORvbn4+70Hmv7mKlTvNNTEkGhLZs9Inw9/cK/cvcSXyEm8br6AO/ht96Y+R4m4882+u6v5hYjsEE9tdh8m6GBYnhqX85jZ1cOB+/D2u3BFOkeye9yymfoi1T2XUGzZg1aEDmnM/i+e9xEQ0c+eiOT8bqz1tUEqUIOnrr1E0KhStjP7990GSSDgzmV6/FueLoGm8vaYzWydVY1t5mbbV30OW5JTnPVXEAbRXf8HV0ZsJxctgp7XlXZ+B2T7vqeP+xdi1MqYSJdD37o3FyS9e+POe5nLq96DVruY5uvesPTvT17kwy0JO8HCFG9qzE/N071mcGoEiW5BY42cUtR2q6PMYXVuDygIpIRxFbYscew2Ls+NQarqh9voTpY4ziptbuue9zMirUTgf6ClJkiqP/d8IFBtPTDZeSLqHeeovSzLVXCpw7Kk6YVEGPf9e2kTbsh2w09qAyYgqYj+Gol0gIwUuMy8XSUJXcRRxHW5gKFQLXemPM2xmae3C2wUsWHsvHJ0uWbVWlkjy/4lYnY74fduhiDWqv3di1aoV2onfYfrBC4MCRy2M1CmSuyKkbyQae7gfAPlYnL26ezXalGrB3BsnMWUVOVHfE1TJq60JiZCoT3tcZ4QdyUID2z8GxYQh+iqLbl2kuXMJPO2fUC59HqIuWgdAgrv7qFOkJkdiYnJUDicNB8+DPvm6jkXl9wzNmDHzhiHpRamA/C6Vtff6Lu7FRdCmVDGSln1BwpbUsjmKox2mkiVRVCqUItb5et68YHSoTCtr8LBy4Jc7GSuQbrq0DoC3LRNAUqErl4/1oFUWQhXfrSWSIQY5+jwADVxELunB5DDc7FCKu4JB/Gaojh9HCgpFOngPm3LlsPz0UzQjk1WqZRn90KHoln2B8af6GHr0IDL+Po13zWZL5B3GN/uWog6etL++jnhMvFW24xMnUbA4MRSTVREMRd7i89L1uPbVPZxts1erlY6HoVpxBunhQ/Sf5q6Mx0tFbc3HXfZgAmbEF0Z7YSroc5GCkoxkiMFkVwosCqEv0RcFGYNH6oKRoi2IvsjbaC7OSFloyPU58hg+2gSYAmiBn4EbgPHpdoqi7M/TrPKZ5xU+CsIFrgleRuw7D0DOvRt73M4RzDk8g/CRMViohfN1/M6RzDj4HQcHnsLbtYpY3TnYnfhmezG65INSoZmXxo7D4+myfQIrW4ymZb3J6RtERmLr4oJkFP+d9Lve42zoBqrfiGVR52V09X4vfZ/XkDyFjwIEr4BD/aD1PlHQPp/468xyeq35iMP9dlLHo1bmDf9dDT5VoFTJ9McuXIRV9cDdAFZA6TGsvTCfTsH3WP3OYjpV7JS+T36zpSFoCrCo0Lv03zCYS4OPU8axdPb9HrNkGQz+Cpo1hg/fh/Ztsu9jxoyZN5bswkc1V3/FMmAAsW+HoNgUy7RdjklMBEtL+qzszu5r27k8LDxTRUr0erHA9rJDCE1GbFc5MVFfkvFXjnPysyuULFQqTZOWvzUgISmakwUvoy/xIUm15uX/PJIisV3jjr7UQJJq/ISiKJSZ4U7j4s1Y2DlnIv0WX32Fau9eEpcswVS+PNqpU7EYIdIQDG3bkrBpU4b9Bqzpzcpzf7Om1zYaF29K2KNQWv/ekOjEh1wZdifl+VZ94y+sDvcioc5iDCV6ZzhWpigK8qlTKO7uKC75U/LkRdJvdU+2XFzLzaLxWNWZi750LuoemwzYriiAvtQAkqrPBMWElHgvfekXXTQ2myqgWLoS3yZj/YXnET66C6gNVAMWAjuBPU+89ib/+8ZjdG0mVmYiA7NvnAHV3GugN+k5d1eEstyJuc28o7Po6t0Db9cqAKhvrsBk6YKxcIN8m7eZl0PjGl9RUCWx+kwm9QkdHdPIY6tu78RfLVZgaxet9yKm+GrjnPwZRORs5TOnvFWmFRpZw+qgbEpedOucsUEIUL4MioeBG4eBy8CVSfx89x5FbZxoX759xn3yG5eGcP8oddyEYluaIvY54d0uEBkMa5aZDUIzZsxkixR7A0XWoFgVyb5xFkzbP5mGE9xIbFKHyLCrbLy4hncr98rcIARRw/VlG4QAsgpj4Qb0s3qIWlbz+7G0wmX34iI4eusQ7Qu7I5l06MoNeT7zsHDEULQLmhtLwZCAJEnU92zEwZB9OY4aSZo8mfhDhzCVF3nxui++wFhLLJTq+/fPsM/uazv458xShtQfQePi4vmlSAEP9n50jF39j6YYhCIE8n8YC/pgKJ5l0YCMkSRM1aq9lgYhwJD6/yNWH88cnRuaK7/kStBNjj6PZEzAWCg5YkySUaxcuPkwhCYLa3P4ZnL4vNYeXfmvUEWdyFPtwrwahX2fen341Ovxvjceo3MTUafubgbFoXOAj7v4A58MF57MafsnozfpGe2bnLBtiEMdvhlD0c4g/6ejdd8ItBobOrpXZMO9W+hjb2XYRvf55yT++CNxl/yRpXscTNLgbleEovb5sAr7umNdBGy88t0odLB0oGnxRqwOWp/7kMvHxFzjXx2UKArTqvbikg52JsDAPQmoz13M1/lmiksjMOkoz0MKWjqw+cr23PW3sBAPWmbMmDGTA+TY6yjWxXL9fBKVEJXyXXswZD/f7BnLae7wYfHTrPnCF51Rxwc+GRshryIG50Z4JFyjXakW/HnqdxINiSnHtl7eiIJCRykUY6EaKAXKPLd56Ev2R9I/RH1L5OzWK9aIsEeh3IzOoYHw9G+ApSXxe/eSsHixqLH3FPH6ePw2fUxpx7J81Wh0mmOO1o6UdhTXKsVcxXpnQyRDDIm1F/wnU6EquVSmcfGm/PnIhOrhaeTIgBz3VT0QNsK/9+/x9+mlKfun7Z/E8bAAhm3+FGNyUXujawsALCd3x6p5c6yrVElNC8mGPP1VFEVZnJNXXsZ+3VAsnTAVrJqSeJxbitoXw9HaiZPhx9h+ZQt/nFjAB9X6U6KQ8EaowzcjGRMwFOuan9M28xJpWW0QMSYICBiX4XFju3bo/fxQyULe+kjUbeoUq//fLFqfEc514d7hfC+b0Ll8B65F3eBsxPmcd7p3Hx7nBD84xfZk7Yj/nf6TLqdAY4T+gQqUzsS7mN841wNJhRzhzwdVerAqaD23Y+68mHObMWPmP4ccdyPX5SiCIs5T6gcXOv7ZkrN3TvPx2g8obuvBlF0SG8vCqAq3qebqQyWXys9p1vmPwfNdFEnNwEKWPEiIZO2FlSnHVp//F88CHvgkXkDv2T2LUZ4do4svJrsyaC/NBEWhgZdIOToYsp84XRyT94zl0r2sS2ekw8oKQ+/eGS4YLgqcR3DUdWa1+yVTr64UH4r1zkZgiCW+2R5Mharn9rLeGNqV68TlR3e5aLRCe3EG8v0A5Acns32ekSMDUTT2jD/0E4PW9eHorUNce3CVv079gbdLFc7dPcNfp/4AwGRfAZOlKyrjGdS7dqE6cwb5Ys4Wpv97pvpzwODaAtW9A2guzQYlfc3BrJAkCR/3mmy4uIbu/3Sgkktlvm6ammumur0dRVsQY+FGWYxi5nWiccXeaCWJ7RdXZCmYorqzixuqwtyKuU0tD3PoaArO9SHpPtw7kq/Dvl32LSQk1mQXQvqYpX+DcwnompwXEXUG/wRoU6o57xRtxvmC0PWaBS6NWoCVVb7ONVM0BUSu5V1/PqnZH4PJwK8n/ngx5zZjxsx/C5Me+dFFIX6RC+Yf/QlZkjkWepT6v1TlVvRNfun2D0PL9eOde84kqkz0rv7Rc5r080GxKYbB8z1aPtxGcYfiLD25CID7cffYe30nXd2KI0nCeHyuSDK68sNQPTiOKmIf5QpXoKBVIXZf206P5R2Ztn8SrX5vyKnbJ/LldLuub6eCc6UU4zMjNDf+RE64TULTnZgK+eTLeV9X2pYVwjBrNJXR3PwXm+21sdnqgypib5b9VJGBhNl6E/zwBibFxEerezF+5wg0Kg0re26mdtF6TNrzNbG6WJAkjK7NoZwBkn0J8qlTOZpfno1CSZJsJEmaIEnSGUmSYpNfZyRJGi9JUtYVKN8wdBWGY3RtieXxz7Ha3QIpPmP1qcyo5l6Dh4lR1CvWkI0f7MHROjWpWxUZKGKIzaGjbwy2WlsaulVmy8NY1GFPGCCGeDRBM4QksiEe1d3drFe8AGhRKh/r2b3uFOsEVq5wYkSuF2GywsXWmQbF6rL6Yg6MwoBj0HugeL9tFxw+yp07AVzRQxOvxiz74F9mtJzCd7OPwfyZ+TbHHOHSGCKPU7qAK61KNuOX47+jN6aGjkTE3ePPM/+w49puHiQ8yHiMs+fh+1miPEVw7vMSXhSLTiyhx6oPCXuUu+9cM2bMPDuqCH8k/SOMbq1y3OdBwgP+ObOU7qW7EPDpBbp69+CbltOpXbQeuu+mMuubc8xpv5BeVftmP9grhq7CV8jGePoUKYl/8F6uP7jGmgsrMCpGeqjCMBRuiGLt8dznofd6H5NFYbRBPyBLMvWKNeTfs3+x5/pOxjWdgo3WhnaLmxAQ+mwLq3qjniM3D9DA0zfLdqrwzRgLVsVUsOozne9NoKh9MSq7VmVDnExCwzUk1BeleuSHZzPvZEhAjj7LIaUwAN+0+IGb0SGsC1pF/xqf4Gbnzjctp3M39g6zDn4vurg2R7LUkbhiBrHBwRh65SyHM09GoSRJhYAAYAzgApxMfrkAY4GA5Db/DSwcSfDdRGKtBagij2K91QdVRM6FVwfWGsyUltNZ2XNz2uLZhnjk6HMYHc2lCN40WlTqzUU93DozDTnqFJpLc7DZUAbLk8OwPPkVNhtKIyfdY310PKUdy1LaqezLnvKrg8YOqk6CByfh2tLs2+eCTuXacebuOa4+uJZ1w5rV4b13UrdvhnLw9mkAGnrWRaPSMKTuYIoW8gSnLAo/Pw9cGoJigHuHGVxrAOExt1l0cgm/HPuNZkva4za9NO+vGUDLPzviOM2LlkvfJvjhU4bf8DHitWsv/DT/xc4/h0TE3cNv2wj+PrcS73l1WHF+zcuekhkz/ynUYetRZAsMrs2zb5zMkhMLSTAk8MX8kxRRF2JR57/4tI6fOFioEHb2hent0y9FnOR1wuTgjcGtNX2NJ5ElmT9P/saqc/9QrlBJququY/B6Qerhaiv0ZQajDt+EHH2BJiVEjtn3bWYzrOFItvb1x9G6MB+s6EpMUkw2g2XOifBjxOvjaejlm3kjXRSq+4cwuL+V5/O8abQp04GjYUe5U6g+hmLdUDQFkGOuZNpedXcXkknPoSQVWpWWAbUGM7bpN7jbFcGv/nAAannUoVOFrvx8ZAb34+6l1FGngoLi6ZnjMlh59RROBMoBgwF3RVEaKorSEHAHPgXKAuPzOPbriSShL/UR8S2PgsYeq11NUwukZkNhG2cG1x2aLh5bjjqFpBgxmY3CN45WySEE20KOYLOlGpbHP0OxLkp8c3/im+4EtQ1Ripr9EZdoV67jy53sq4hXNyhcF06PB13+1dPrlKwSuiZoY9YNJQkW/wKL54P/NnirBv4x8VipNPi4Vc23+eSJwnVA1sDd/bQp1RIvB08GbRrCx5v8CH0UxqgGwzj20T52vL+OcY1HcDg0EO95dVlw/HdMjz2vH/VJHW+Pf46T1F8kk/dPI0GfwIZ60yntWJJuKz9gf8jBlz0tM2b+GygK6rAN4uFTnbPgMIPJwK+HZuJ7A6rtDcKyV698zw1/2egqDKeoMZJWbhX57fgvHLrpT7fCbiCrMBR9J/sB8gl96U9QVFZoLs6gf81BHPs0iIG1BgPCW7Wg01LCH4UxaffXeT6Hf7AoMpBV6Kj69nYkxYjBvW2ez/Om8Va5tzEpJrZd2SQUVe1KZ2kUqsM2oqhtOfIglGruNbBQWzC0wQjO+4Wkqe84uslE4vXxzDjwHYq1B8YC5VDnUu8kr0ZhB2ChoihzFUVJqU+oKIpRUZR5wG9AxzyO/VpjcqhIXOtATA7eaM9OeKYvPFVymYsUCVozbwwlC5WiVKFSbJDLkFD/H2LbXSK+5SGMzg0wujYjru1Z1paZjsFkoG3Zt1/2dF89JAlq/CAMwiOfgildmdQ84eXgiY9bVdbkJIRUo4HePaBBXYg6jX8C1HGtiFaVh/qL+YnaGhxrwt39qGQVC9vPZnzjkZz++BAXPz3OpKZjqO5ejeYlmjDedxTnBh2hVpHqDNz4BY1+b83Zu+ehU3vo3AHmzoDAvdkrki74HXp8CGs3vpCHvOtRN5gfuIh+JyXatRzG3lBfXGycmbhv6nM/txkzZkB+FIQcex1DkQ7Ztj11+wRjdgzn7aUtuBV/m8+Piv2STpdjD8brgtHZF6N9JfrZxPEgIRKAnsoFDEXao1gWfmHzUCydMBR9B3XoWmSgjFO5NMdrF61LvxqD+CVgNsfCcq6C+ST+wXup6OyNo7VTmv1SzFXQieLs6vDNKNpCmBxr5+kcbyJVXKtRpIAHmy+tBxBG4aPLGTdWFNRhG4lzacbJ2yeo5VE35ZDqqbSyMk7leK9Kb34N/JmwR6EYXZujitgHRl2O55ZXo/BxyGhmnEhu899EUwB9qY9RPQpCjsrqY8oa1YNATFbuKNbu+Tg5M68Krcq0Z9/9YPbjjt62BCdvn+DLzZ8xafcYjJKajSEHcbZxoaaH+cs0Qwp6g8+3ELoRTo7Kvr2igCEh22ady7XncGgA4TG3czyVR3ePcioJGhRvmn3jF4FLI4g6DboompXwZZzvSCq7VMpQwdbToRg731/P72/P4+L9y/gsaMjOG3th1Z8wqH/2dcD+XgEDv4C/V8KE78CUf3memTF2zzeokRi3VxigVhOmM9ztbXbd2MvBm/krQGTGjJn0qEPFA62hSPoyBU/jt/Fj5h6ZycOEKAbX9qPZ1DUY2rZF9/nnz3uaLx5JQl9qIB2U6zhbO+LjVJIyygP0pQa88KkYXJsiJ0UiR1/I8Pi4ZlNwtXPDb+PA1CiRHKIz6jh66yANnggdleLDsDzcB5sNZbDeUQ8p8R6q8C0Y3FqbdTGeQJIk2pTpwM6rWwmOuoHJrjRSfEiK8aaK2I/m6gJARAzKCWEct/RGZ9RlW696RONxmBQT3++fjNG1OZIxHlXkEYiLgweZaAg8QV6NwruIwvWZUS25zX8WvWc3FFkriojmEVVkoDmf8A3m3cq9kCWZ1n80wv1bOxr/WoPfj//C9/6T6bPyXXZc2UKbMu2R/4P1fHJM2UHidWkeXPgxay9VwOewvhLE3shyyMchpGsvZhNC+gSHQ/wxAQ29XhGVYJdGQoQnh/UcJUmiT9WeXBp8nBIFvRi48QsS9Nkb0ABsfSI8xW8QqJ7vj/+t6FD+PreST+sMwr22r9g5dDAD35lAYWsnJu03ewvNmHneqMM2YCxUHcU666L1MUkxnLp9nCENRnDw41NMaf0jUoeOJGzahLFlyxc02xeLvngv1GorNlVtzJ9eLpisi2F0ffHXanQWv0eqiH0ZHre3tGdcs285c+cUu6/tyNXYJ5/KJ5TvHcZmY1nUIX+jL/khcsw1rLfVRk66Zw4dzQC/+sPRqDQMXNsbvU1JJMWEHHsdAO3ZCVgGDEQVthl12AYUJA4liWidJz2FGeHp4EWPKh+w7PRiYgvVQUHCcmxnbO3s0E6blu288vq0uQHoJ0nSQElKfWKVJEmWJGkAonD9+jyO/WagLYihSDvUIX+nLTtgTEJ1dy/yvUNCpTSz1RndQ+SYy5jMoaNvLFXdfLg0NJwlXVfwfrV+zGg7l2tfRTCl5XTWBa0iRhfDW+Z8wuypNgWKdYZT4+DIx2CIT98m4iBcWwyJ92Bfd9A/ynS48k5lKetYmtU5LU2hmPC/E4RKkqhbtFYeLyKfcaoJKmsI3ZSrbo7Wjsx/aybXo4L5xv/7tAdNJmjcBuzc4fwTda7+mA/TJon3nbMPJcszazfCpKksPLEYRVH4tNZHwpu57h+YPgUbC1u+rPc5267t4mho4PObhxkz/3GkxHvI9w9jKNI+27ZHbh3EpJio7/mKLJi9CLQOGDy7U/3BZspHH0Jfsv9L8ZQpNsUxWXtkahQCdKn4Ls42LvwSMDtXY/sH7wWgvmcjpLgQrPw7oli6EdcuiKTaC0ms/w9SfAgKEgZ3s3r60xRz8OT7NnM4fPMAM66KeGop5gqYjKiSi9pbHu2H+uZyTI61OXrnDF4OxXG1c8t27NZl2pFoSOT4vUsolEJ2jURSFFQns49czKtROBa4DswFwiVJ2idJ0j4gHJiXfCzjytz/IQxevZAT76K6sxP53mEs/btiu8oJ611NsNlRH9u1RbD0zzjxWPVA1JAxewrfbApaFaRjhXeY3nYO/WsOwsHSgcF1h/J7l3/oXLEbviWavewpvvrIKqj/G3iPghv/wPZmcGdv6nGTAY59CdZFofFyeHQZDvbPNA9RkiQ6l+/A3mD/zEs2PEnMNXbEJFHD0RNbrW3+XNOzorKAEj0g+F+Iz3kYLECT4o14v3J3ph2cRdC9S2KnyQSDhsD+gxAbC0ePpXaQJPjqCzBEgZ1d6v77kfDTPOiSD2ISl65A977o9+3n1xOLaVO6BV4OnmBjAx1SV6E/qdkfa401S8/882znM2PGTKao7h1AQsHg2iLdMc2sWah2pkYPHArZj1pWZ+vheNPQlfoYyZiIIsnoS374ciYhSRidGwujMJPvYAu1BR/W+JhtVzZxNTKt2Mn/tvpRdXZptl3ZnK7f7muiPqGjxgKrfe2RjEkkNN6AYlsCAEPRjiQ2WEWSz3SweMEK3K8J3Sv3omOFd5gcsJArOpBjriBHn0MyxKIr/yWSLhJV9AX0Rdpx9NYhahbN2f+hep6NkJDwD96Lwb0FlATFRoLERNTBWf825skoVBQlEqgBfAdEAjWTX/eBb4GayW3+0xjc26JoC2J5uDc2O+qhitiL3qsH8Y3WEd94E3qPt1GHbwZjYrq+qgePRWaqv+hpm3kF6FLpXf54Z3k6RVozmSDJ4D0CfFeKBPfdHWBXezg3DY5/BQ/PQ/XvoEgbqD4NwrfCtd8zHa5z+fYYFSPj9kxBycaguX1zBwFJ0KF0m/y+qmej/GeiNMWlebnuOr2lqGU1ft+3YkdYOKx5wnMamEHh4yfDRvV6KF8DvvgfrF4Ph/MmZAAIg7Tfp5CUxAbVdW7H3mFQjX4ZNrXV2uLr1YAdl7ZDxL28n9OMGTOZIkcGoMiadIXI5YsXsfjyS6xbtMBiyBBQFA6E7KOaczWcWr6Fyt//Jc34xWNyrImhcHLJgWxCbJ8nRufGyIkRSDGZCJkAH1YfiEbW8Gvgzyn77sfd47dj8wmNvknXZW/Rd9V7JBmSADh39wwHQvbRtVIPtEHTkR+eI6H+ckz2acVsDEU7oi835Plc2BuAJEmMafoNepMef701cswVVPdFyoeu9CB0lSehIHHRthp3Ym9Tt2iDHI1b0KoglV2r4h+8B0O5d0AFCaeXk7B7BxanhmfZN8/JSoqiPFIUZbSiKBUVRbFOflVSFOVrRVEyj836L6GyQF+yH5IpiaTKk4nrcIOkWr9g9OiAsUhb9CXEMdX99MIIcmQgJtsS5hUWM2Zyg3sLaH9CCNDEXIUzk+HKInBrAR7Jggil+4sC76cnQmLGa1fV3arxea2PmRO4gI82fIYxC3XTjZeEsdShyvv5fjnPhG1xKNoRrv6WogSXgj42S+9dYRsnenl3Y93FTUQnRkNRDzhzGP5aCAF7YFY2eXsaDXR8QoBi8bK8X0dMDDjYAzDfJYyiVi60KZVJfs7ufbTcfJXLj0II/vn7jNuYMWPmmVBFHsXkUAVUaRcttaNGIRlEuoxm0SISrl/iRFggjS7Go963D6vGjdFOmvQypvzikSQSmu0lse6fL3UaBmdRLkIdsQ8p5irW2+qgPf8dmFLLDLnaudGpYjf+PPkbj5LE4/sfJ34lyZjEnv4BjGg8jlXn/mHWIfGdOufwDGw0NnxY42PUoasxOjfE6N7qxV/cG0DxgiXQyBouYS+MwnuHMVk6o9gUR1d+OHEdb7Hjrqib3LRkzvNSG3o1IeDWYeIK+qCorFFH+aMOWYYcfyvLfmYFi+dMUtWpxHaJRFdpNGjShpYZnRuiIKG6uzfNfik+HPXt7Rid6r/AmZox84agsoRyn0LHIOh2F9qfgoZ/pkqfSxLU+F4YRqcnZDiEJEnMbD2VMY2Gs+jkErqu6E28PoNcRWB96BmKW1pS0bnic7qgZ6CCn8ifPP4/ODkG9nSGNWVhhTusqwgBfnD/WIZd36/SnSRjEisvrBM7XF2gRzeoWR20OSi70bcX1KkJv8yCqRl/zjnC3h42/MuN36ewoyQMqPNRqhT3rQ3i2hIixPaDKFpuE8n6Ow7/+0KUUM2Y+U9hMiaL4KXPn076+WcMrVphrFCBuMBAAuXb6E16GtqI70ZJUTBVqvSiZ/zykNUvXXVTsSuNydIV9c2VWO9phRx1CovTI4UIzMOzKe0+rTOEWF0sn28YgN6oZ9GxeTQp0Rxv1yqM8h1P54rd+H7/ZA4E72PF2WX09ulPIeNDVA/PYihiLpuVV9SymuKFSnLJoE72FB7G6FRPPKdIEop1EXZd20bxgiUpUahkjsdt6OVLkjGJwNsnMTo3QnVnO9oLUzE6VM6yX46MQkmSeie/pKe2s3zlePZvMpIsvhgyQuuAqWC1dEnAFse/AEVPkvd/Pi3TjJlnQ20FdiXEv09iXw7KfizEZzIxiiRJYmKTr5nZ6jvWXtxIk8VvcTc2Ik2buPh77IyOoYN7xQzLPbx0ClUFt2ZwY5kII024K7yk3qOhUDWRc7ijufCoPimIBdR0r04Zx1J5z8+rVxsO74IBfcHB4dmuQ5LY4S0KZHer2EnsS7wHRz4R17XRBy7+DO1aU87kgEc0bC+nhgdRz3ZeM8+OMQlurhGLMGZee+RHQUiGWIyP687pdBAvFswUNzcSVq8m/uhRlLJlORCyDwmJ6oOnoRQogL5HDwydOr3E2f8HSc4rVN/ZgZRwh/jm+0louBop4TZWu5ohxYUAUM29OuOaTWH1+eV0/bsdYY9CGVBzcMow37WaiaXakk5/tsKoGPmkjl9qWRKP5ygw9h+glGMZriQmIsffRI69iskpNXcwyZCEf/AempXMnSe2rmdDZEkWeYWuzVE9uoTq0UV0FUZm2S+nnsI/gN8BzVPbf2Txyjxhx0wKRhdfVPcPp+QVqsI2orm1El2lMSh2OV8VMGPGTC7xHgFWrnBkUJb1C7+o8wlr3l3GuYgg6v3WPI34zM6zi0lUoEO5V1hyu8ESeCsQut2Gtgeh3gLw/h80+gs6XQKv7iL3ckdLiL6U0k2SJHp5v8u+kAPcjM465ORFsC/kAK62LpQuVErsODUejPFCPMipFpwYCXc2IC1fTMuaXdhZRIexkMPLnLKZiMOwpQEc+AACvsi8nckAx4ZDyOoXNzczeUJOVkY0OgmjULVvH7Z2dlh7e6OdPBmsrcFWREUdCtlPZdeq2Lt6krh4MYnz57+0ef+XMbi3QZE1JDRchcmpFoainYhvvhfJpMNqX3vQxwAwpP7/6FzxXXZf246ngxety6SmALjauTG++XckGZPoWKErng5eqMPWYbSvgGJX6mVd2htBaceyXIt9iDE5o8P4hFF45NZB4vXxNC+VO6PQwdKBKq7VOBC8F6NrcwBMtiUwFMtY3PIxOTUKmwBNFUXRPbmd/G9mr1ekivOrjcHZNzmv8CjoorEM/BSjfQV05b582VMzY+bNRlMA6syDR5dEOYsseLvcW+x4fx23osPot35wivjM+osbsZehYYVeL2LGeUNjB/ZlQdZkfKzufKj/O8Rcgy314dz3KcqsvSq/C8BfZ/7Nn7ncvgPXrmffbsgIWLIMjGIeiqKwL/ggvl4NhEf2fiBcXwplPxHiQb4roWAVYSj61qGldzseJj7kWHgGgjhmXgw318DOVmBMAK93IWQFhKzKuO2ZyXB5PhzsAxdmps13jQ+Ds9+lWbAw8/JQRR5F0Tig2JUW28ePI5lMqM6dQwoLS2kXq4slIPQw9ZJLURg6dkyrTmzmhWEo3pvYzvcwPlEaQilQloQGK5CjL2B5+H1QFCRJ4ucOi3i7fBcmNp+WGqafTN/qA/ihzRymtJwOuihUEfvNoaP5QCnHMiSZ9Nw0gCKp2fEwmhkHvsOkmNh1dRtqWU1Drya5HrehVxMCQg8TZ1MKvcfbJFX7IfPIxWSyPpqMoij7sto2k3dS8wp3o704HSkhnIT6+0CVg5wdM2bMPBtuTaHMx+KBtEhrsZ0J9YrW5rvmExi2fRQ/HPoJvUnP3zdP09HeBo1N9rWDXmk8u4BzQ6HUemaSeJCvMpbiBb1oUKwui04uYWjdwVioLfJ+juAQaN4BDEbw3yrEazLi2AmYOVe8nzYLju7mWtIdwmLCaezZQBgMx/8nvLyVkpXUJBl8voFd7eDSXJqV6IOExPZru6ntYS7r88JRFDg/XYRpt9oDsoVYdAgcAoXrgrV7atuwbXBhBpR4X3h+T42FiAPg4A26h8L4N+ng4hyxeOGevgxCrjHqIPIYWBQC6yJiccRMjlDdPypKZSWXqJbCw1EkSeQLVk9VS199bjmJhkQ6V+z2sqZq5jGSBFr7dLuNbi1IqvItlqeGo7+9DaN7a2y0NizttlJ0iw9HigvB5FQHJAlZkhlQ61MA1Df+QlKM5tDRfKCUYxkALuugmEs1vj3wLUdvHSIi9i7+wXuoU7Q+dha5/45q4OXLT4d/IDAsgEaN1uaoT56EZiRJ+k2SpNpZHK8lSdJveRn7P4fWAVPBqmiDpqEO20CSzwxMheu97FmZMfPfoeoEKFBWPLAqWQuTDKnzKW+VbsXwnWMYvXsiLWzUTK3o+2Lm+byxcoYGi8XD+fnpcEes/Y1u+CXXom4wYd93eR/bYIBWneDaDQi5CW26iH0ZMW1W6vvyZcHGhn3BBwGEUXh3v3ig9x6Z9mHepRF4vAXnp+MkGanuXpUd1/dA0CX4a3ne5/4sPHoEb3cHy8LQoCX8/nKVCF8Y9w5D1BnhyVXbiNXpuguEMRbwRaonMD4MjgwUBmCNH6DeIqj4FURfhqBZcO0PKP4etNgONp6wrytcfwYlWxChqvu7w87WsKkWrPQUgkVmsscQhxx9NjWfEEj66Sdio6OZ+udgmhkXojOKgLLfjv9CBedK/7n6hK8b+rJfYLIpjsXpkel+/ywPdsNmRz1sNpZDc3FWmuPqW6swWbpiykBwyEzuKO1YFoAglTPRzs05HhaAm507c4/O5Ozd07nOJ3xMveS8wv3Be3LcJ6/qo32ArBLeigMf5HHs/xxGZ18kYyL64h+gLzM4+w5mzJjJP9RWIr8w9gaE78iyqSRJLO44nyF1PuXQ29+yzjWJoqWyjtF/7agxDQqUhsMfQeJ9WpdqwYdV32fqwR8JDDuetzHVavhpmihVYWEBU8aJfRmxcDaMGyHEaSaOBkQ+obNNYco5lYGgn4SRVfy99H2rThTepisLaOrVmKO3Aolv3Bx6fQRjXoIUvp0dxMVDUhIcPAJXMwidffQI/n3DcukuzQetA3g94SUqUAoqfw3h2yBsszAMj3wChkRo8If4fyjJUGUMvH0G3r0HXcOg9mwoXAdabINC1UWoaTaLN5miKHDsK7i9E6qMhXq/gX15OPZlSl7Vc8WkzzJ/+VVH9eAEkmJKySdMwc6OdbpTHLpzlFkHv+f07ZOcCA+kj8+AV1OAy0wqKi1JlSehijqF+uaKlN3y/aOo7x1E79ULxcIJyxN+aC7NFl0i9qMJXYO+RN8Uj7GZvFPYxpkCFgW44NIF/wKNMZgMzG6/kB5VPkCW5DS5nbmhgEUBqrpV50Dw3hz3eV5/TRtAn20rMwDoSg9EV24YibXmp8rmmzFj5sXh0V6EI15ekG1TR2tHZrT6lrqxASL8zCNvX9ivLGobEaaXFCVC+YAZrabgbufG+2sGsPHylpRaVrmiVXNY/gdsWgEdshDmKVAAxo+CsIvCUwjsCzlII8/6SNEX4fYOKD0gXY000be0CE8M3YSvZwN0ip4jtsk1GiMfpG+fnygKxMWl3SdJwsi1BOyBFtXStv9xDpSoDO/2gVNnnu/8XhRxoRC6AUp+AGrrtMfKDgSHikJU5uJsuLMHfCaLv9vTyKq0/TW2on98KNwPyNvcLv4MVxdBeT+o+CV4vQO1foSE20Js6XmReB/OToW1FWBDFYg69/zO9bxQTGiu/gqQzjtkNBk5ffsEalnN9/6TmbTnayzVlrxb+RXOtTaTgsHrPYwOlbE4/XVK/ULtxR9RNAVIrDmX+BYHMLi/hcXpEchRp7EIGIjJxkuUWjPzzEiSREnHMlx9cJUDIftRSSrqeTZk7tu/ceqzq1R08c7z2I28mhAYeiTTklpPk2OjUJKkYpIkNZIkqVHyrnKPt596dQQGAVdzPfv/KEqBsiT5/JDxQ44ZM2aePyotlOorDI6Ya9m3T7wPoRvB6z1QPUOe3atKQW8o2VuUrEi8h72lPX+8PY/QR+G0//tdCk31pM7CpozaNYFpB2fSa3V/Gv/RhjZ/dea9VX35++yKlDCyNHRqD8180+9PSEgrLgJCxRAIfhjCzehbNPasL/LKVFZQun/mcy/yFjw8T31HN1SSij21nMT+Ls9ZEGHKD1DTF66m3j+KorAz/A9GTJWIng2E90wOU1aEwbj/UKqxOuoZajm+SlxZBCgZ/41kDdSYAfG34OTX4NoUSvXL+dhF2oq/f8jK3M/r1gY4ORqKvg1Vx6fud6olQqYv/pz/YjaKAtf+hPVV4Ow34v8VMuxsI5RZXxdMBiwP90ETvJSkiqNQLJ3THL4SeYl4fTxfN5mERtaw/cpmOlXsRkGrgi9pwmZyhSSTVOVb5NirWB7qiRRzFfWtlehLfiRC9CWJxNoLUdQ2WO+oj+rRRRJrzhULiGbyhVKOZbgaeQn/kL34FKmJrdYWWZLxKlj8mcZt4OWL3qQn4Jb4vomMv59l+9x4CvsCe4E9gAKMTn7/9Gs1UA2YmrupmzFjxsxLpFRfkNRweWH2bW/8LVZUS77B5VjLDBQCH1dEenizEr7cH36D3b03MrLBUFSyiu8PzeJ/O8eyP+QQAJHxD/APOUyP1f0o9mMFVpxfk/15YmOhfksYOjK9YQjsCz4AQGO3ihC8HEr0AEvHzMfzEF7IAvf2Ud29KntblILNK6Fxg7Tt9FkHsyToE3K8usqpM/D1JJG/WKsJnLtAYNhx6i/0pcWO6UyNUmgV7Ul0sfeE0XR2iug3eQzIMnh5wnvvZHj9+Y7JKAySqLPZt80t+ljhifNoB7aeGbdxriv+r1k4Qp2fcxcdo7EVglA316Srq5klkcfhUH9wrC5yG58Oeas6AdS2cHJMzsfMDkM87H8Pjn4ChaqIsjBNVkPL7SL8eU9HuHc0/873nJBjg7Ha+5YwCCtPRld5csoxzS+/IAcFcTJchJW3KdOeCc3Fo1+/GoNeynzN5A1jkbYk+sxAc3MFNttqAQq6sp+lHFesXEmqOR/JEIe+2LsY3du8vMm+gZR2LMut6JscDwugoadvvo1bt1gDVJIK/+QQ0k/WfZhl+xypjyazFggGJOA3YAHw9FKXAsQCgYqivPzCVmbMmDGTU6xcodjbcP1PqPJ15qugiiKK3jvVAofyL3aOLxL7MqLw/dVFUGEIqLRYqi1pUrwRTYo3YhJCdt5gMuBg6ZDSzaSY2H5tF6N2TWTAxi9oVqIxhawKZXyOxETo2ANOnoYr12DIp1CsaJomqy9uwM3WlYpJ14WRWqpv1vO2KwH2FSB0M76eDfnxyM/E926A9dM5jL0+Eh7Ksf+DGj4pu/eHHGTB8d9Ze3ETRQq4cXzAfmy1tlmfs3IlMe+bt6CKN+cKGmixtCO2JDHPRUWh6pPpuXUMrS5eYVvZbtifmwqKEcp9CltXQ6P6ItfyMXFxMPYbMTf79KqBeebMFPH3TLwncv7eviAMrfzi2mKhGFo+i5qEADVngs+UvHkaPLsIozDCH1xzINNuiIN93cHSWdS0VFulb2PpBOUHi3zFB6eFEfesnJ8ucierTYFyn6QaojbFRH7k9ubCaGy1G2y9nv18z4PzMyh49luQNSTWnI++9MCUQ1JwMJYffyya9XXDupQ1ZZzKUd65Iq3LtMPDvmhmo5p5RdGXGwKaAlgc/QhDsW4oNmkXdgzF3iG++X6MhXwyGcFMXnmsQGowGWjg5Ztv49pZ2FHNvQb+wXvYcmkDWy5nLaqVY0+hoiinFUVZrCjKH8AEYE7y9pOvJYqirDYbhGbMmHktKTMQ9NEibPJJDAkQNBu2+sKKIvDoMpTs8zJm+GIpOwgS7sCttRkettXapjEIAZEYX6oFSzr9wqOkR0ze/33m48syFEzuHxsrDMTk2oQAEXH32HxlO+9X7o58ZzdYugilyuzwaAv3DuFbpAp6k57Dt57KQTsfBCvWwIYtIuTzHxGOuGPdHJr83oZNx1bQ4ayOK/evMnTbqOzPJ8vQtyeU8CLs92m0/bc71iqZQ26JfNxgJN1qfsrKrks5Fn6SCXGOwrA5/wOsLQ/2G0CVes0oCvQfDDPmCK/jiVPZnz8n3D8G576DgpWFyIruIdx4RiXPJzHpRQimc31wEmVA4nRxTNz3Ha4/lGLtxY2pbSUp76Fnbi1AbZd5zcOnCV4JiXdFPU7Lwpm3KzMQNPZwPov7NafEhghBJK9uwth82jNpWVjU1jQZYF830EU/+znzm5hrcHo8Ojdf4tpdTGMQAmiWLEl5f7xgIt6uVVPq2pkNwtcXfcl+xLc9Q2LtXzM8bnRuaA4bfQ48NgpVkoo6xern69gNvXw5HhbA8K2fU9Yp64XsPAnNKIoyQVGU1zBT2owZM2aywKm2eGi+vCA1lC9kFWyoKvKRZDWU6AV1fxFhjG86bs3BriRcmAXGpFx1reRcgb5VezEnYAHXo25k3Eirhb9/gxFDoWplGD8SVKkFk5ed/ReDycAHld8VoiRuTXMWbujxFigm6stRqCQVe4P90x7ftTf1ffMm8PZbhDy8yXvnvqVCBNyarrBsjczwin349cQfrL+0WbQ9flKIw6xeD6a0CpjKJx+x4d+vabKhF1GJD9ns5UAxx7JC1AR4u9xbdK/UhV9PLuVh9R+h7WGhoHr1N9jVHhIjxUD7D8I/yQbP5asQnQdRn4y4OEcYPQ2WQIVh4FgDLs4V4aT5QchKIQKTfL3Hwk9QanZVxu2dQpJRx6BNQ4hOzAfjR20FRdvBzfVgTMy6raLAlV+FuE12pZ609kLI5tZ6eHjh2eZ4cgxIKhGWmhkFSkOjP+HRlfwxRPObe0cAiK8yBsW6SLrDxgYN0HfujEGr5pR9PFXdqqdrY+b1xORQyVy78wXz2Ch8nE+YnzT0aoLepCfkYTDT2/6cZdtnUh+VJKmGJEmfSpL0tSRJY5965WNwvhkzZsy8ACQJygyAh+fh3iGhcniovwgtbbYZWu4UJRuKv/ffkOKWZKgyDh6ehUC/XOe8TWwyGrWsZviOsSiZ9VWr4dvxcPJAOlXSxaf/pqa7DxXUSaCLEsIkOaFQNbByo0DEHpFXGHIg7fHPB8HZIzB0MPrVSwh8cIEu/76PXiWxuuQwbHXAgD5M7PQ9VV0r02/9p4TH3IazF2DoKOg9EM6eTxnuSGgA9TZ0p8PG/igobGzxJVX1N6DiUCFilMywup8Rq4tlwfE/hKFSaxY0/FN8vjuaw4UfoVQM/PWzENp57x1o0ohnJjZEeHtL9UkRjqD8ZxB7HcK3Pvv4iiIWDuwrgHtLAIZtH42ExMEPd7Dj/bVExN1j9O6Jz34ugOLdQf8Qbm3Mul1koKiXWLp/zhYTyn4icgvPfJP3shdh28RnXWEIZGBMpcGlERTtANeWiBzE/MSYCFf/EEZufHju+98PAI0DRvsyGQ/ftCmJq1Zx6uxe4pQkqrnXeKbpmjHzX8ZWa0uLUm14r3L+6xTUKVYfK7UV71R6j0bFsw65z2vxeitJkrYAR4HZiHDS8cmvcU+8N2PGjJnXC893RL7V+RlwsB9Ye0DT9eDSINuubyTFOkKlEXD9L7gwQxQgzyHudm583egrVgWto+fqfiQasvHsPMHpO2c5decMH1TpAbd3iZ1uOTQKJVkIktzZi2+xehwNPcaJ26fSNDFVKMuYt6woOLsctRY24fTdsyzttIDSQ8cKA3X8SLQqLcs6LyJen0D3lX0xKMletbg4aNSGB4f38eG6T6i7qDk3o0P5tf1sLnwSSOOHu4RB4Jm2hmU1tyo0K+7LT0fnp6qzFm0PTTcII+TUONj3Ltj9CIHLYca3Of68suTSPECGsh+n7vNoL/LbLs559vHDt0P0BSj/OUgS+4MPsD/kICMbDKVe0drUcPfh05ofMTdwIQFhx579fC6NRTH7a0uybnd5oQg1fbJeYlZYFBL5kKEbhPc2LheZMIoiQsz3d4cCZcVnkRPKDBShvE+HrD8L0ZdgWxMI+Bz8e8HacrCnizhPTrl3RIQBZ7P4dSJB1N6sZvYUmjHzTKzquZn+NfNfoMlWa8uBgSeZ+/Zv2bbN61L3WKAl8A3QBCE+8wHQBvAHAoEKeRzbjBkzZl4eamuhKnp7hwiHq7dQhJb9l/EeCcU6w+kJsNwJVnnBgT7CK6J/JB42DXEZdh3ZYBjfNZvA3+dW0nRxuxzXOFx8ehkaWUP3Sl3gzm4oWCXrnLCncWsOhhg+L1kDdzs3Wix9m7N3hXcvyZBEz9X9mOz/PW1Lt2T5O39w0+8CHcq2FR6lqpWhUCGQJMoXLssv7Wbif/MQX2sPw8f9oFUzTD3eodvFqSw98w/D6/lxafBx+vt8gObhWSGCUvYTUYLhKYbVHUxYTDjLzz2RE1e4NnQ4De/chEbLQfcAgvqAKoOw26TchfGieyiMJ8/OaT1XslrkjEYcFKG5z0LQTLF44tUVLl1h0vR3cbEsRH+fD1KaTG46Bjc7Vz7b8lXmXuOcIskijPvuXogNzrhNYqQQpCn+bu5C4SoNhzrz4MFJ2FwPoi/mrF/gEBFi7vGWiCjISNAmIwrXFXmyl3/JH/XZ4JWwtREk3BX3Ustd4D1a/I23t8j883oSXRREB4n7MhtO3T6OtUaIzJgxY+bVpLRTWSzV2Ze9y6tR+A6wQlGUscDj3MIwRVG2Ac0BLdAnj2ObMWPGzMuldH/QOECV8Tl6MHrjkSSRR1lnvnjALPKWeCDf1xVWeMDKYvCvG6zzFoqKYVtSHnAlSeJ/DYawousSjoYdy5Fwi96o588zy+lQti2OGq2Q7ndrlrs5uzYGSU2RmFPs6r0eK7UVTRa/he8fbSk9uxr/nFvF1OYTWf7OH3Sr2Bk3O9dMh+pVuTsDfPoy9epf/Nq/Cmxdw5w+Zdl18wBz285gaouJqXkgQT+BpgCU+iDDsVqXakEl5wpM2Pdd+pIXWgfwaAMtdor3uztA+E5xLCEBvvoaajcFXc69tVxeAIbYjD1XpfuBbQkIHJp9fl5m3A8QhmW5T0Bn5MgH7djpFMOXW2Ox2rY3pVkBlTWTG48mIOw4Ky+sTTNEZHwk3x+cxek7uSiTUaKnMA6vLU1/TFHgxAhQ9FD6o9xdjySJsdseFO8Dh2VvrMXegKu/i++NBktzt4j0ZMh6xMHczfVJFAXOToVDH4rw6baHxL3kVBO8/wdN1wrBna2NhVcyq2u6Hyj+LVwn29Oeun08jciMGTNmXl/yahQWBfYlv3+cpa4FUBTFAPwNdH+2qZkxY8bMS8LWCzpfgQrZSOv/l1BZCHEd7/+J+nIdL0PDZVB1kigvUPlrUQfuwSkRArm9mXifzDsVOjK8nh+LTi5hy5XtWZ5q69Wd3Iu/L0JH7/qDYsh56OhjNAWEFyZ8ByULlWBX7w1Ucq6AUTFSq0h11ry7jOH1/ZCezjVTFKHUeXKsEGJJZlabqbQs2ZQBGz/n/TUf8b+d42hXpnUabxj3A4R3qnR/cf4MkCSJ2W2+51rUDcbsnpxhGwqUghY7oEAZEY54ayM0bA0//ASnz8KqdTn7DPQxQhHUvbUQUAKMJiNHQwM5HxEEKkuoOUMoTV6YmbMxnyboJ2HAluwDlpZMrJmAYzx8fFyCIu7i81y1DirWovcphUrOFRi1ewJ6o57oxGhG75qI1yxvhu8cQ5u/unAn9m7OzmvjAa7NRFjz02I515eKmpaVRuS9bIxtcZFPG+GfvdLp5YVCWKbil7mru/gYr67iM7z8S56miqLAsWFw9hvwehearhN50E/i0gha7ga7UiJPev97kPQg4/HuHRHX45g+JFQzfTpWzZuj/fZbgk/uIjD0CPWKNczbvM2YMfNKkVejMIbUGocxgAlwf+J4NJD5sqsZM2bMvOqoLLJv819GpRUqkBW+gHKDRdhdgz+gwxmoNVuE3vr3TuOBGu87koqFy9N/w2dEJURlOvTi08sobO1E61LNhZGlthPKsLnFvTk8PAfxtynrVJq9fTbj33cbK7stpWO5dunbJ96DLfVge1MREnliBNxYDoCl2pJNPVbyZd3P+fPMcmw01vzafnaqUWkyQIAfWLlBxWFZTsvXqyGDavTjxyM/c/hWJgXMLZ2g2QZwqAQHesO7Twh+/L0yZ9d/ZaEIBaw0HEVR+HL7aJx/KEGdRc1o+HsroQbq1jS5RMZ0eHQ1Z+OCMESiLsKtDclGsC3+IYfY4vSQ4QfB9uefoFoV+PUPeOd9uHwV1bhv+a7hKK4+uM4HawdSZo4P3x6YTtvSLVnZdSkPE6PptuID9EZ9zuZQ6gNICAf/HkLF05goPKvHvgIXX6j4Vc6vJyNK9hFet5OjhYGdEYY44a0s2gGs3TNukx1qayj5AYRuhLjQ3Pe/PF/8rct9BnUXZP7dVaAUtNgO1b6B2zthZ2uID0vf7n6AWETIoPSAetMm1Lt2YTFqFNP3TEIlqRhY67P0Y5gxY+a1I69G4TWgDICiKEbgPCKkFEn8QnYGzLUKzZgxY+a/hqwRD+t1f4G4YLg0P+WQhdqCxR3nczc2giHbRmbYPTI+kvWXNtOr8rto9I9S88LyYqS7tRD/3t6ZfVtDvKgZF3NdGLWdr4kyBgGfQ5QIa1TLar5vOZltvdaw/f21uNq6pPa/NF8YoDWm5SiHbWrziRS19+CDtR8T+iiDB3MAbUFoth7sy0OxjdCxKixdAP8uzsH1xAnhE9em4FSDndf3MP3wbBoWq8f0llOISnzI7IBkz5TPt8JreHRwzlQ3o6Lgvb6w+AOQtVB2EIqiMHLXeNxsXRk8Yzu8/55o27MbuDiL9zGxtI1xoZFnff4+t5KSBYsT+NFelr/zB10qvM3CDrPxv3mIjzZ8lpJ7alJMnI8IIsmQQS6lRzsR4n33AGyqJWqI7u0swjfr/QrPGtIoq6DGD5BwG85NzbhN8L9CCbXMgGc7V+n+gCJKlOSG27vhxEjxWVSblL2nUlYJ5dkmqyEuDLa3hJDVwlusmES9yfvHwKlW+r6JiagOHQLghgP8FXuQD3w+wr1ANiqrZsyYeS3Iq1G4E+giSdLjb9xfgNaSJF0DriDyChflw/zMmDFjxszriGsTEbZ4/gfhgUumuns1RjUcxuLTy1Lr/z3BP+dWoTfpRejo9T/BpEt+YM4DDhWF5y47ozDhjgipizwB9RYJo9ayMDRYLML69vdMrSMItCzZDB+3qmJDUYS37Ow34N5KqHrmADsLO5Z2WsCd2AiqL2jE/pBM8sk0BcB3hTB0ekdA50ZgmSwYkJAA4bfT1UwE4MrvkHQfvEegKApj935DMfuiLH/nD4bWHUz7Mm2YcXiO8BZauUL170QZlktz04/1JNdvQNUGsG01FAwCrS9YFmbL1e0cvHWEMY2GY13riVw0GxuYPAaGfQbXTyPVrc3fXX5jU48VHPhwO9Xdq6U07eHdjdENv2Tx6WWUnl2NodtGUmZ2NSrNq43PgobplUslWZT96HBKqIaW+0yENL91FKxcyBecagov3sW58DAo7TFFETmbDt4iVPlZsPWEIm1EbmJO8zvjbsLBPmLRoO6C3JXJcWkEzTeJ/18H+8CGarDSC3a/Dcb4jPMJLS2Ju3qVhD/+YPKnlZFlmaENRuT8nGbMmHmlyatR+B2pqqMoijIX+BIRNhoFjAKm5ccEzZgxY8bMa0q1ycIDd+abNLu/bjScyi6VGLjxCyLjI9Mc++P0X1Rx8aaKS0W4sgic64NDHsWsJUmokN7eDfG30x5TFAiaA+sqwZoyInTP51sREvsYKxdRRzDhNvi/l/5hPfoy7GgJ/j2F+mbN6bnKKWvkWZ+j/XdT0NKBJovfovK8unRb8QGbLj9VO9DaHXxXilDQs9+JfdNng0spKFIWKtVOKz6jjxXlQ1x8oXAdtl3byZHQQEY3/BILtfC4jms8Iq23sHgPYZScnihCMTPD1hZcCkMrQAWcdsekmBi1ayIlCnrRzyeDOlv9P4AfvgFHR0CUKmlbuhVyBkbM5KZjCei/h9KFSvLjkZ/xKFCEH1p8w6OkGOouas7PAQvSj29ZGKqOF6+i7YSHNQsWnlhMlfn1aLq4HR+u+4Sb0dkENlUZDxpbOPZlWoGWq4uEQEy5T/KWS/g0ZQZCUmT2OYwgPHoHPxT5lA3/EvPLLYWqwttnofU+qD0Hir0tFkg09uCccZ6g4uFBSKdmLLG4QB+fAWYvoRkzbxC5NgolSbJChIc6JIvKAKAoygxFUXwURampKMpU5Zk1p82YMWPGzGuNfRkRVnf1N+ExTP5Z0Kq0LO44n/vxkQzY+AXGZKGQv84s51j4SfpW7Sm8e3HBUKrfs82hdD9QjLCjhTDiQBhNB/vAyVFCUKTaFPFgXO6T9P2daopQ2HtH4MgnqUaBLlqor8ZcEUXo2x4Wdf9ySfnCZTnafzejGgzD06Eoh24dpd3f3fjfjrEYTIbUhgUrQbFOcHO1MLQL2EFMcp5bhXKg1aa2vTRPeAmrjEFRFMbtnYKnfTH6VO2Z0qS6ezXal2nD9MNzhGEuSVDrJ1BZCa9pZvUonQvDtr+htRrUtWDCLP49v5rTd88y0Xc0WpU24365oGaR6vj33Ub0iFD29tnMsHqfcW7QEZp4NWLU7onEJGWS35cNiqIwds9kPtrwGSpJhc6oY/n51XT5t1fG4amPsXRMFZ15XE/wYRCcGCVUcYu/l6f5pMOlMdiXE97H7B6hznwjcv9q/wR2JfJ+TpWlyJss2Rtqz4b2J0RpFCvnTLssP/MnBpOBT+sOyft5zZgx88qRF09hErAQqJZdQzNmzJgx8x+n2iShiHh6oijOnvywW9W1MlObT2R10Hr6rhtEQNgx+m/4jEae9fmk5kfCS2hZWAh4PAuOPtB8MxgThCLqxprCM3hrHVSdCE3XQ/nB4sE4Mzw7C6MgZCUceF+Ekh4dLML3Gv4NpfqKun95xN7SnklNx7DhvX+59vlpPq7ej2mHZtJyaUceJDyhEFmip6gLGboR3nsHrK3F/o+eUEDVRSWXxagJJ2PYsHkOAWHH+brRV8Jgi42FZcKw+abpWOJ0cXy6OVkYx8pFGAYPTsLp8ZlP+NYi0BqgxTT0Rj1j9kzG27ki73l3zflFB4dAYuZhkpIkUcAiVcHV3tKeyU2/5lHSI5ac/jvn50nGYDLw0YbPmLR/Gh9WfZ+Aj/Zw4MPt/NnpV46Fn2T4jjFZD/BYdObwR7C3m1hU0NhBnV+yDdtUFIUTt08xcud4xu+dQoI+IeOGkgRlPxWf/801mQ8Yukl4gkt+IESC8pssvJ6KovDPmaXUKVqf4gWfwRg1Y8bMK0eujUJFUUzATSBjvW0zZsyYMWPmMbJGeNpK9xeKnhd+TDk0tO5gJjcZw9Iz/9Dgt1Y42xRmZdelaBJvQ9hW8dCbD54nClUVBcVdkz0xJXpAs01QGwKScQAAPl5JREFUwS/nYX8VhoryG2FbYH3lZKNyAjg/Yy7ZU1ioLZjX7kf+eHseB28dod6iFlyPSi5i71wfbDxFGQZbWzh9EOLuQIsnynWc+0EYjj/dwdC6IyO2jKasY2mRozlrLhT3hp794eARvF0qMt53JMvPr+bvsytE/6IdhHf34hxxrU9zcQ6cmwae74CjD7+f+pOrD67zTdOxGYaDpsNohB/nQMXa8OmwjPMhM6GORy1qFanOTwHzMeVEECeZeH08nZb3YNHJJXzd8CsWdpiDOtmI71S+PX61P+GngPmsDlqf+SCySoizVBoBkcdEcfc687L0qCmKwsoLa6k4txbVFzTih8M/MWHfd9T81ZdzERcy7lSiFxSsIsRjMlI8jTgEB//f3n2HR1F1cRz/HnrvVZpSROklNAXpUqRbUFCkvGIBCygqoiAWxIIFBQVUQEGKCoICIihV6VhoIiBIkSpSBBJIuO8fswkJSSAJSTbJ/j7Pk4fdmXtnzg7J7Jy5d+7t4U0XUTOWwW+SwtGjcOoUGw7+yu+HN3NH5a6XryMiqYolpJenmT0H3AEEOecu0eciZagWFOSWrV17+YIikixC+IcCJMLFvqQeznkXs7tnes/HXdU8YtXw5W/y9srRzOv6JdWLVvVaFTe/Ce02QPYSfgw6Bkd/hVV9vPnebhyfOM+SxWLpXz/ScVoX0lt6FnabTZXCleC3Yd5ImO03eXP1hTt30nvmbecUyN0a2sxlXA3o3Q5mdv7Mm4KjW2/4dKpXvvFN8MM3hJ4PpcH4Fvx+ZBsbHlxB8VzFvGcnv2sOJ7Z6o5fuygElS0HOE95ceiXaw40fcyYslLLvVqNU7hL82HNB9DkfYzLtS7izx4X3w4fCU3HvhvjZhul0nfE/5nb5glblbr5s+XNh52g88RZ+2rOKUa1H8GCt6IMWnQ07y40fN2f38b383mctebNe+plEwoLh1B7IVS7WIvtPHqD91DtZ8/d6KhS8jn51+9Dxujas2/8L3Wbez/GQE0y7bQLtyreOXvnIGviuGVzXx5sDNNyxzbCgJWQtCM2+87q1JrEjnCUz+cn09NNkeuMNHu9SgHfLHGHbgIPkz5b0+xeRxJXLbJ1zLiimdQlNCpsCbwBZgNF4I46evricc25pvDeeBJQUiqQsSgoDVOgpbwj8U7uhxSJv3jQf55yXVISFwKwKkL8WNJzqx2BThj/+2UbTT9oREhrC4u5zqZA1M8yuClWeg0q+efiObfJGSD21y5ubL1MnTo14m7IFvqBMcFaWvbnHO7Y7/oTyNb1J5Qc/BT3vATO2/bOdamPqU+uqGizsNttrRTu9z2vV/esbCPn7QkDFOkGDcZAuI2/8NJIBC55l8b1zaXh1/bh9oPPnoceD8MkUqF0TvvsKcueO8/E4G3aWq9+uRJXCFfn27kt0sfQZu24893/zKBM7fEC3ql1iLffLgd+oOfYmetfowftt3oq1XFyEnQ+j2aftWL1vHaNbj+DuKneSPtL0GAf/O0S7qZ1Z9/cvfNx+VMxxrXoE/vwUWvzgdVsNC4Z5DeDcca/VOwHPryZEeFKYtUED7MfllOgPNa6qxZT+q5Nl/yKSuC6VFCZ09NEFQFWgPPAOMAdYFOlnse/fRGdmJcxskZltNrNNZvZoUuxHREQSWYbscNNnXle8pXdF6R4X0cq0Z7Y3hUW5KxxgJo24Nn85fuj2NenTpafpJ23Zfva8N6rohle8Sdp3TIL5Tb1pBJrOgSqD4LrrGXH3NRzIco7X+3954diWKQ0LZsEf66FXt4hWznLncvL+1fex5K/lPP/FE17ZbMW8OfrChsG85tAHGF0dbhoP6TJyPPg4rywfQYsyTeOeEAKkSwcfj/amqZg/M14JIXiDFPWt3Zv5O77n1wMbLln29LnTDF0ynBtK1OGeKpceDKZakSo8WudBxqz7mJV7ryzheWHJcBbvWsbo1iO4t1rXKAkhQOEchVh4z2waXd2Ae796gC82fxVDQEO86VSWdvFGBP1tmNdyW2d0siWE4M0Tue/4HhZlO8gLDWF/Tuhc975k27+IJJ+EthTee/lS4JyLwwy78d53UaCoc269meUE1gEdnHOxdNBXS6FISqOWwgB3YAks6uBNgdBgUtSBOha0hDN/Q9tf4jfvWhq35fBW6n7UlJZlmzGtzQj47SXYMd6bcLxAHWjwqTffILD7+B6uey+ItuVbMe22CZff+Htj4OEB9GoH42sY87p+SYuyzS6sf2owvPY2zP0CWnldNgcveokXl77Gut5LL8zZmEyOBR+j1NuVuLlMEz6//ZNYy73249s8tXAwS7t/S4NSN1x2uydDTnL9qFpkzZiFj9qN4qZSN8YrLucck36byr1fPUC3qncxocMHlywfEhpC3Y+aciLkBL/3WUfG9BmjFvh3gzflSbbi3ii3pbt5o40mg5DQEFpO7sSqvWs5E3phYJzrs5Zicb8tZM2YNVniEJHElegthc65iXH5ubKwY933fufcet/rk8AWQBPliIikFkUaQvWXvVE0f3vpwvD7OyZ5E6iXu08J4UWuL1ie+2rcy4wts9l3NgRqvwWtfvJa85rOiUgIgYiRNF9v/mLcNu6bzuLdeVDpVDa6zOjFjqN/XlgfFgadO0FL7znQQ6cO8+aKUdxeoWPiJoTHjl1+KgYgT5Y8PFy7N19unsXmw7/HWObfM/8yfPmbtCrbPE4JIUDOzDmZ3OlDgkNDaDihFZ2mdeVEyIk41d14aDONJram21f3U7tYTUa1HnHZOpkzZObFxoP4899dTPz1s+gF8laGeuPgxB+QtRjUeClOsSSGBX/+wOJdy2hbsR1v3fI+s+9ZyObHdrNiwJ9KCEXSqFT9rWtmV+NNjbEqhnW9zWytma395/DhZI9NREQuofyD3txom97wBm7ZNw9WPwJFGkP5B/wdXYr0YFAvws6HMXbdeG9BngreSKGRRmhdsms50zbN4KkbH6Nk7jgO0nNVEbixLtm6d2dmzZdwztFu6p0XEqKXnoOpE8CMM+fO0PvrRwgODebFxs8m3oeb8y1cFwTzF8ap+GN1+5AtYzZeXvZ6tHWnz52mw7QunAg5ybCmQ+IVRsOr67O17zpebPwss7fOpdfsvlyuR9XJkJM0+6Qdmw//zpg27/BjzwVkz5Q9Tvu7pVxL6hQL4oUlr8Y8V2KJNt6op02+goxxH/T90KnDDF/+Ju+v+ZDlu1cQHBr79B8xmbHla3Jnzs1bbd+iV9ADNCrdlOK5S8RthFkRSZUS/NdtZtnNbKiZ/WZm//l+fjOz580sbmfDK2BmOYAvgcecc9Fu5TnnxjrngpxzQfkLFkzqcEREJD7CJ0uv9BT8OQmWdPami2jwqTeNhURTJl9pWpe7mTHrxnM2hsnlv/9zMffM7E3J3CUYcGM8Hrdv0wqWfwdjR1Kmcy8+v/0Tth7ZRqdpd/Pdju8J9k3BeOjUYZp80obZW+cy4uaXKV8g9tE34+XTKdDmDjh4CN4bG6cqBbLl56Fa/2Pqxi8Zu258RNITHBpMh6l3sXz3CiZ1Gke1IlXiHU62jNl49qYnGdZ0CF9s/opRay4d0xs/jeTgqUN8c9d0etfsEe0ZwksxM15s/Cx7Tuzlw/WxdLAq2vSSI51GdvrcaV5c8iplRlZl4PfP89Dc/jQY34Lr3gtiwY4f4rSNc2HnmLV1Dm3Lt/TmthSRgJDQZwrzAcuA64HDwB++VdcCBfG6dDZwzh2NeQtXxswyAt8A851zb16uvJ4pFElZ9EyhRPHXDC8xrPOuN8CJxGr+9oW0nNyJzzp9FDFZ/ImQE/Sf/wwf/fwJ5fKVYXKnD6lVrOYV7Wfcugk8PG8AIWEhZEyXETPjbNhZsmbIyqRO4+h0fbvE+Die7TugXHXvdaZMsPd3KFjgstUOnzrCLZ/dxpq/11M4eyGK5CjMtqM7OH3uNBPav8+91a5sLr3z7jztpnTmux0/8GPP72I8pvtPHqDsu9Voc23LuD2/GQPnHA0ntGL70T/Z8civCe6euWjnUu77+mF2/LuTTte3Y1iTIWTLmJU1f6/nme+HsvWfbXSrehcvNBpEqTyxD1bz/Z+LafZpO2bcMZmb8lQl20+/E3bjjbgiRWKtIyKpQ1JMSfEe8CDwMDDGORfmW54e6A28C4x2zj2S4Khj37cBE4GjzrnH4lJHSaFIyqKkUCRhzrvzXPdeTU6EnGRww6eoVKgCPWY9yK5ju3mi3iM832hgoj3zdfrcaRbtXMqy3SsAyJIhMx2va0vVIpUTZftR9HgQSpWA3j3gqqJxruac44edS3hvzVjOhp2lfP5ytCjTNOpAOVfgn9P/UH1MA9KnS8/63kujzWF4/9ePMv6XSWzps4Yy+UoneD9L//qRhhNaMeLmYfSv1zdedc+78wz47lneXPkeZfJew7i279L4mpuilAkODeaFJa8yYsW7OOf4X41uvNTkOfJlzRdtew/N6cfEX6dweMCfhH06jZy9vFbns716EfLhhwn+jCLif0mRFO4G5jnn7o9l/VigpXMu0cdNNrP6eK2UG4DzvsXPOOfmxlZHSaFIyqKkUCTh1u//hUfmPcmPe1YCUCp3SSZ1Gkf9kvX8HFnatHLvahqMb8kt5Vows/NnEVN8fPPHPNpPvYu+tXrzTqvXrng/zT9tz68HNvDno7+RI1OOONU5G3aW7l89wJSNX/BQ0P94/eaXyJYxW6zl9xzfyyvLRzBu/UQKZivA+PajoyTQ5915ir1Znvol6/H57Z8Q3PMBsoz3BsEJGT6cs089dWUfUkT86lJJYYYEbrMw8PMl1q8H4jRtRXw555YDlhTbFhERSelqFK3Gsh7z+X7nYpb99RP96vUhT5Y8/g4rzapbvDavNXuB/t89w9MLh/BU/cfYcHAzt39+LzWKVuWlJs8lyn5ebDyIeh81491VYxjY4PHLlg8ODabTtK7M276A4U2H8uSNj12YkzIWJXIXZ/Qtb3Ffje7cPfM+Wk7uRLUiVSifvyx5s+Rl78l9HPjvILf6ugeHVq1IaIMGpF+zhrAb4zdFh4ikLknVUjgGaJUULYUJoZZCkZRFLYUikpo45+gyoydTN35JpvSZSG/puTpPSZb2+JYC2fIn2n7afHY7P+1ZxaaHVlM0Z+zP8J0NO0vHqV2Yu/07xjYZzn0NHor3voJDg3n9x3f4ae8qth7ZzsmzJ8mfNR/X5C3F57d/Qo5MOTjCWTKTH86ehXTpIENC2xJEJCVIiu6jo4D7gT7AOOfced/ydMD/gFF4zxrGr2N8ElFSKJKyKCkUkVidPg3vvA+5ckKf3v6OJoJzjp8P/Mqnv05l0+EtfNx+NMVzJe7ASL8f+YMaYxrQoFQ95nWdEeMUEGfDznLn9HuZ+cccxnwNvcevgMoVEzWOcBFJoYikCUmRFOYHVgBl8EYf3epbVR5v9NHtwA3OuX8SFHEiU1IokrIoKRSRGG3ZCs3bw76/IU8e2PEL5Is+GEpaNmbtxzww57EYB53ZcngrXb/syc8HNzByLjx86nrYGG2q5kSjpFAkbblUUpigeQp9yV4QMBz4B6jl+zkCvALUSikJoYiIiKQSZUtDNt/oqceOwQcfJ/0+nYPz5y9fLpn0rtmDDte14emFQ/hpz4WEb/Jv06gxtgF7ju/lq0WFeHg1kDcPrLgoKTx0GFbrRriIxE+CJ693zp1wzg1yzlV0zmXz/VRyzj0b02TyIiIiIpeUMSMMGwJFCsMHb8OTj0Vd/8tv8NfuxN3nsp+gXDUY+T6cO5e4204AM+PDtu9SKk8JWk2+lXV//8zEXyZzz8ze1C1eiw19VtN+/EJv6o4b6kDd2hcqO+dN7/FAvysLIjgYuj9A5nGfkG7LlivbloikCgnqPhpR2Swz0AgIn5xnB7DUORd85aElHnUfFUlZ1H1URGLlnPdcYfbs0Zff0AzWrIc7b/WSx5Il4r7dXzdAlixQvlzU5Xd2h2kzvNddbofJH11R+Ill9/E93DS+Ff8GH+NkyEmalm7E7DunXpiH8sg/UCBS186QEHjsafjAF/+/u70uuAmx7Ce4qSUAYeXLc/r33xP+QUQkxUj07qMAZtYN2AfMxRtYZhQwD9hnZt0Tul0REREJYGbRE0KA5Stg5RoIC4PPPoet26Ku374Dej8CHbt4CWBk1etDtRuhw11w8uSF5WfOwKJl3ut06eDRBxP3s1yBkrlL8MO9X5MnfTaal6jPrDunXEgIIWpCCJA5M6xed+F95Nfx9ePKiJeaikIkMCRobGEz6wxMAHYDbwCbfasqAg8AH5nZGefctMQIUkRERAJclszQ+CZYtBSe7g/Nm1xY9/U8LxkMC/OmTXj9xah1c/omg//9D+jzOHwy1nufNSvs3ADvjYUTJ6B2jDfQ/aZ0WC62j85IhtAdWJXfIajGpSvcdRvcUBvq1YbqVRO+43atIX16Qn78ifMtWiR8OyKSaiR09NFfgYxA3YufHzSz3MAqIMQ5dwVnpMSj7qMiKYu6j4pIgq1eCzWqRZ0z78QJKF0F/jkK9/f0nkeMrPcjMGGylyyNGgGVKsRtX/sPeK2OLZvHL8aDh+D7xdC0ERQuFL+6kQ14Ft4Y6b0uVNBLYLNlS/j24kmjj4qkLUnRfbQ8MD6mAWWcc8eB8cC1Cdy2iIiISMxqB0WfRD1XLq/1sFIFuK199DpvvASnD8KSeXFPCI8fh1a3Quvb4NW34h7fzK/huiDo+j+oUMtrnUyof45CJt8NtGFDkjUhFJHAktCk8MBl1jvgYAK3LSIiIhI//fvChpXQrHH0dblyRU8kL6ffQK+V0DnY+Vfc6x067E2nAVAnCMpcE7/9RvbxaDj5N6xb6g2uIyKSRBKaFE4AephZjotXmFkuoAdea6GIiIhI0kuX4LHzYjZsyIXn8nLEMPDNY09Bxdqw+aKROXv38KaKABjzjjfNxpXIlMnrLhvT4DuXE99HhJavgD17478fEUn1EnoGXQacBjaY2QAza+v7eRL4FfgPWGZmN0X+SaygRURERJJUkcKwfD5MeB9a3xx1XVgYjBrnJYS33h11RFMz+Ga6NyVEieJR6wUHw233eMlXUtm4Gfo+DjVvgoefiF/dBi2gZAUvxp27kiQ8EUmZEjT6KLAg0utX8bqLApjv31IXlTFfmfQJ3J+IiIhI8sqWDe7tGn353/shNNR7vXUbfPcD3BrpWca8eWPe3rtj4MtZ3k+vbvDhe4kf86HDXsKaKVPsLYWhodG70546deH1N9/C+/F4jlJEUr2EJoU9EjUKERERkdQiR3ZvhNOj/0LzxpefKgLg7FkY8e6F99eWvXT5r77xypQvB+njcU+9Vg2vtbJSBRg2GM6du9CFdes2aNoWjh2HJXOhZvUL9fb9DVmyeAnji89CwQLA2bjvV0RStQRNSZHaaEoKkZRFU1KISEDa9RcMfB62/wkrvo998JvTpyFXMa+bau7ccGCbl7DFVaPWXhL608Koy+fOh1tu9163bQWzL5pO+vx5b5++JFJTUoikLZeakiKhLYUiIiIiEh9Xl4Ip472umjElhM55rXy/bPCSM4CrisQvIQSY+AH8sDT68h07L7xetRb++QfyR0r60qVL/AF7RCRVuKKk0MyCgDpAXqIPWuOccy9eyfZFRERE0pyYRhIdNRbmLYCvpkCG9F5L3pr1EFQ9etnLKVUSetwdffn9PaFlM6/7aKUKkDVr/LctImlSgpJCM8sKzABu5sIgMuGDzLhIy5QUioiIiMTGOeg/EN4e7b1/eACMftPr2ukchIQk3r4yZYJyl3mWUUQCUkL7CAzGSwhfBhrjJYH3Aq3wpqtYA1RIjABFRERE0iwzyBlp2ud1P18YCdQs/l1HRUQSIKHdR28DPnfODTaz8M7o+5xzP5jZ93hJYXdgYCLEKCIiIpJ2DR3kDT5z9hx8MsabCkNEJBkltKWwBLDE99r3JLQ3lKBzLhSYAtx5ZaGJiIiIBAAzmPABTJ+ohFBE/CKhLYUnI9U9CZwHroq0/jhQ5AriEhEREQkcmTRNj4j4T0JbCncA1wI458KATXhdSjEzAzoBexIjQBEREREREUk6CU0KFwK3mll63/sxQEsz2wFsA5oBHyVCfCIiIiIiIpKEEtp9dDjwKb5pKJxzo80sC3A33jOG44DXEiVCERERERERSTIJSgqdc/8BWy9a9ibwZmIEJSIiIiIiIskjQd1HI3UbFRERERERkVQsoc8U/m1mb5pZtcQMRkRERERERJJXQpPCP4HHgHVm9quZ9TezwokXloiIiIiIiCSHBCWFzrl6eFNSDANyAm8Ae8zsGzO73cw02Y6IiIiIiEgqkNCWQpxz251zzznnSgON8UYjrQ9MAw6Y2QeJFKOIiIiIiIgkkQQnhZE555Y453oBRYD7fNu9LzG2LSIiIiIiIkknofMURmNmTYBuQCcgB/BPYm1bREREREREksYVJYVmdh1eItgVKA6EAvOAicA3VxydiIiIiIiIJKkEJYVm1hcvGawJGLAeGAF85pw7knjhiYiIiIiISFJKaEvhSOAAXiI40Tm3KfFCEhERERERkeSS0KSwNfCdc+58YgYjIiIiIiIiySuh8xR+e6mE0MyymVnphIclIiIiIiIiySHOSaGZnTWzOyO9z2lms82scgzFOwLbEiNAERERERERSTrxaSnMcFH5TEAboGCiRiQiIiIiIiLJJlEmrxcREREREZHUSUmhiIiIiIhIAFNSKCIiIiIiEsBSZVJoZi3NbKuZbTezp/0dj4iIiIiISGoV33kKW5tZEd/rbIADbjezaheVq3mlgcXGzNIDo4DmwF5gjZnNds5tTqp9ioiIiIiIpFXxTQq7+H4iuz+Wsi7+4cRJbWC7c+5PADObCrQHlBSKiIiIiIjEU3ySwsZJFkX8FAP2RHq/F6hzcSEz6w30BihesmTyRCYiIiIiIpLKxDkpdM4tScpAEptzbiwwFqBaUFBStVqKiIiIiIikaqlxoJl9QIlI74v7lomIiIiIiEg8pcakcA1QzsyuMbNMwJ3AbD/HJCIiIiIikirFd6AZv3POhZpZX2A+kB742Dm3yc9hiYiIiIiIpEqpLikEcM7NBeb6Ow4REREREZHULjV2HxUREREREZFEoqRQREREREQkgCkpFBERERERCWBKCkVERERERAKYkkIREREREZEApqRQREREREQkgCkpFBERERERCWBKCkVERERERAKYkkIREREREZEApqRQREREREQkgCkpFBERERERCWBKCkVERERERAKYkkIREREREZEApqRQREREREQkgCkpFBERERERCWBKCkVERERERAKYkkIREREREZEApqRQREREREQkgCkpFBERERERCWBKCkVERERERAKYkkIREREREZEApqRQREREREQkgCkpFBERERERCWBKCkVERERERAKYkkIREREREZEApqRQREREREQkgCkpFBERERERCWBKCkVERERERAKYkkIREREREZEApqRQREREREQkgCkpFBERERERCWBKCkVERERERAKYkkIREREREZEApqRQREREREQkgCkpFBERERERCWBKCkVERERERAKYkkIREREREZEApqRQREREREQkgCkpFBERERERCWBKCkVERERERAKYkkIREREREZEApqRQREREREQkgCkpFBERERERCWCpKik0s9fN7Hcz+83MZppZHn/HJCIiIiIikpqlqqQQWABUcs5VAf4ABiZ0Qz8uXUrbpk0Z9vzziRWbiPjs27uXiqVK8e6IEZw6dSpOdfbs2UufPv2pU6dxEkcnIiIATZq04b77Hmbnzl1xKh8cHMyY996j8jXX8MfvvydtcCISbx998AGN69Rh/ty5OOfiVTdDEsWUJJxz30V6uxK4Lb7bWLpoEa+9+CK7//qLJ555hju6diUsLCzxghQRihQtymdffcXrL73EO6+/zsOPP06vBx8kR44c0cr+9dduXn31LaZO/ZJevboxa9ZU/U2KiCSDadMm8PbbowkKakjHjm0ZOLA/ZcqUjlbuzJkzTBg3jndee40q1aszYdo0ypQrp3O1SArTrVcv8uTNy3NPPskrQ4bw1ODBtGzTBjO7bF2LbxaZUpjZ18A059ykWNb3BnoDFC9Zsubmv/5i9owZ3H3rreHr43SAROTKOOdwznF9xYqs2rgRgBD+oQCZcM6ROXMBzp07p79JERE/CT9Pp0uXjnPnjpIundeR7AhnyUx+mtSty9pVq3SeFkklwv+mAYa++ir9nnwSgFxm65xzQTHVSXFJoZktBIrEsGqQc26Wr8wgIAjo5OLwAaoFBblla9cCsGbVKoYPHcqWjRt5/JlnuLtHDzJnzpyIn0BEANavXcvwoUP57eef6T9wIN169SJLlizAhaQQ4MCBg7z22ttMmDCZbt3u4qmn+lG0aEynABERSUyHDh3mjTdG8uGHE+nS5Xaefro/xYsXi1gfnhSePXuWzyZO5I2XX6Zs+fIMHDKEOjfc4MfIRSQmoaGhfDF1Kq+9+CIFCxXimaFDualx44ibOakqKbwcM+sO3A80dc6djkudyElhuPDksFbdujw9eHDiByoSwPbu2UObJk146LHHoiSD4SInheHCk8NVq9by448LkjNcEZGA1Lx5e8qXLxstGQwXnhSGC08OR77xBlNnzeLa665LznBF5DI+HjOGzz/7jKeHDImSDIZLM0mhmbUE3gQaOucOx7VeTEmhiPhPTEmhiIikLBcnhSKSul0qKUxto4++B+QEFpjZL2b2gb8DEhERERERSc1S2+ijZf0dg4iIiIiISFqS2loKRUREREREJBEpKRQREREREQlgSgpFREREREQCmJJCERERERGRAKakUEREREREJIApKRQREREREQlgSgpFREREREQCmJJCERERERGRAKakUEREREREJIApKRQREREREQlgSgolSRw+dIhhzz/PX7t2+TsUEREANm7cjFkuFi9e5u9QRERSBV3PBQ4lhZIkDh86xPChQ9mtk4iIiIhIqqTrucChpFBERMTnzJkz/g5BREQk2SkpDHBLFy0ilxn7//47YlnTevXIkz49x44di1hWt3JlXhg0KOL9nt276X7nnZTMl4/C2bLRoUULtm3dCsBfu3ZRt3JlAG5p3JhcZuQyizWGfXv3cu8dd1C6UCEKZc1KlTJlePG556KU+WnZMlo1bEjhbNkolT8/D993HydPnoxYf2D/fh7q2ZMqpUtTKGtWql97LS88+yxnz56Nsp0Rr7xC1bJlKZglC2UKF6Zjy5YcPHAgYv2unTu5q0MHiuXKxVU5c3JH27bs2L49yjZymTH6nXcY+swzXFOwIKULFaJ/nz6EhIRc7nCLSDIaPXocJUpcT/bsRWjb9g727z8QrYxZLt588z0ee+wpCha8hsqV6zJ69Dhy5CjKf//9F6Xs4sXLMMvFr79uiHWfr7wygrJlq5IlS0EKFy5Dy5YdOXDgYMT6o0eP0rv3IxQuXIYsWQpyww3NWLVqTZRtjBjxLrVqNSR37uIULlyGtm3vYPv2HVHKLF++ggYNWpArVzFy5SpGtWo38vnnMyPWh4WF8fzzwyhZsgKZMxegYsXafPbZ9Cjb6N79AYKCGrJgwQ9UqVKP7NmLUL/+zWzatOXyB1dEUhRdz+l67kopKQxwQXXqkDFjRn5a5j1jc/r0aX5Zt45MmTKx8scfAe8iZsumTdRr0CDifYv69dm+dStvf/ABE6ZP5/SpU7Rr1owzZ85QpGhRPpw8GYARo0axcMUKFq5YEWsM93frxt49exg5dixfzpvHgEGDOBvpD3Lljz/SrlkzChcpwidffMHwt9/mu7lzeahHj4gy/xw5Qt58+Rj25pvM+PZbHh0wgMnjxzPg4Ycjynz2ySeMGDaMvv37M3P+fN56/31Kly3LqVOnAAgJCaFd06Zs3bKFkePG8f6ECfy1cyetGzbk6NGjUWJ+b8QI9v/9N+MmTeLRAQMYP2YM77/zzpX8V4hIIpo1aw59+jxOmzYtmTFjEpUrV6Rnzz4xln399XfYv/8gn346lpEjX6NLl9sJCwvjiy9mRSk3fvwkatSoRtWqlWPczieffMawYSPo378v8+fP5P3336Js2dJRzjHNmrVn4cLFvP76i3z11WcULFiAZs3aR0kc9+7dR9++vZk1awrjxr1LWFgYN9zQnOPHjwNw4sQJ2rS5g9Klr+bLLz/liy8+4Z577uTYseMR2xg8+GVefvkNevfuzuzZU7nxxrp07fo/pkz5PErMu3fvYcCA5xg06AmmTPmYQ4cO07lzd5xz8T/oIuI3up7T9dyVskA48VcLCnLL1q71dxgpVtN69ahWsyYj3nuPJT/8QPfOnWnYtCmlrr6aocOHM3f2bLp07Mjuf/8lV65cvPjcc3w4ejQ/b9tGvnz5APj333+pfPXVDB42jN59+rB540bqVq7MnEWLaNCo0SX3XzRHDj6eMoVWbdvGuL5FgwZkyJCBOYsWRSxb8sMPtG3alJUbNlChUqVodUJDQ5kxfTp9evZk34kTZMqUicf79uXg/v1M+vLLGPfz0Qcf8ETfvqz/4w+uKV0a8O56VSldmmeGDuXxgQMB787SDQ0a8O3SpRF17+rQgYMHDvDDypWX/KziCeEfCpDJ32FIGla7diPy58/HvHkzIpbdd9/DfPjhRBYtmkOjRt5FkVkuqlevyvr1UQefufvu/7Fnzz6WLJkHwH///UeRIuUYPvx5+va9P8Z99u37OPv3H+TLLyfFuP6jjz7hwQf7sWnTKsqVKwt456ry5WvQqVM7Xn/9pWh1wsLCOHv2LIUKlWHUqDfo1q0La9eup1atRpw4sY+cOXNGq3P06FFKlKjAk08+ypAhAyOWt259Kzt27GTr1vWA11I4adI0tmxZExHPV199Q8eOXdiyZS3XXXdtzAdXAsYRzpKZ/P4OQ+JI13MeXc/FLpfZOudcUEzr1FIo3HjTTazw3Vn6celS6tWvT/2GDSPuNv24dCmVq1YlV65cACxeuJDGzZuTK1cuQkNDCQ0NJWfOnFSrWZOfE5B8V65WjecHDmTyhAns2b07yrrTp0+zesUKOt5xR8S+QkNDqVe/PhkzZuTndesAcM4x6u23qVWhAoWyZiVfxoz8r2tXQkJCIrZZpVo1vps7l5eHDGHt6tWEhYVF2de61aupWqNGxAkEoFjx4tS98UZWLF8epWyTm2+O8v66ChX4e+/eeH92EUl8oaGhrF//K+3b3xJleadOMV+otG7dPNqyXr26sWzZT/z5504Apk+fSWhoKF263B7rfqtVq8Lcud8xZMjLrF69Nto5ZuHCRdSsWY1rrrk64lwG0LBhfdau/Tmi3MqVq2nevD3585ciQ4a8ZMtWmP/++48//vC6PpUpcw05cuSgS5dezJo1J0rXMICNG7dw+vRpbr+9Y5TlnTt34o8/tnP48JGIZVdfXTIiIQSoUKE84LVWikjqous5j67nEkZJoVCvQQM2b9zIsWPHWLFsGTc0aMANDRrw89q1BAcH89OyZRFdDcBr2p8xbRr5MmaM8rN00SL27dkT7/1PmDaN6kFBDOzXj4qlSnFjtWos/v57AI79+y9hYWH0f+ihKPsqkDkz586di9jfqLff5tknnqBtx45MmTWLRatXM2LUKABCgoMBuKdnTwYPG8bM6dNpUqcOZQoX5oVnn404mRzYv59ChQtHi69g4cL8e1F3g9x58kR5nzFTJoJ9+xER/zpy5B/CwsIoVKhglOUXvw9XuHChaMsaNWpA6dJXM2GC13Vq/PhJtG9/S8Td9Jj07HkPw4YNZvr0mdSp04TChcvw7LMvRJxjjhw5ysqVa8iYMV+Un/HjJ7Fnj3cRsnv3Hm6+uSPOOcaMeYcff1zAmjWLKVSoIMHBXjesvHnzsmDBV5w7d4477riXggVLc8stt0UksOHPThYuHPXzhn/Oo0f/jViW56JzWaZMXgu+zmciqY+u53Q9dyUy+DsA8b+6N94IwPLFi1mzciVDX32V6ytWJHuOHCz+/nt+Xb+eRwcMiCifN18+Wrdrx5MXPTwMxNiV6XKuKlaMDyZM4Pz586xdvZpXnn+eO9u1Y9Pu3eTOkwczY+Dzz3Nz69bR6ha96ioAvvr8c9rfdhuDX345Yt3vmzdHKZsuXTr69utH33792LtnD9MnT+aFQYMoVrw4vR54gCJFi7Jl06Zo+zh88CB5L3EhKCIpS4EC+UmfPj2HDh2Osvzi9+EshoETzIyePe9h7NgJ3H13Z5YvX8G8eTF3VQqXLl06+vXrS79+fdmzZy+TJ09n0KAXKF68GA880It8+fISFFSd999/K1rdzJkzA/Dttws5ffo0s2ZNIXv27IDX8hk5kQOoW7c23347kzNnzrBw4WL69x9Ily69WLnyB4oWLeL7vEfIn/9C17+DBw8BkC9f3kt+DhFJnXQ9p+u5K6GWQiFv3rxUqFSJUW+9Rfr06alavTpmRr369XnntdcIDQ3lhkh3lho1bcqWTZu4vmJFagQFRfkpV97repQxAXeb06VLR+26dXl6yBBOnz7Nnr/+Inv27NSqW5dtW7dG21eNoKCIk0jwmTMRF1Xhpvsejo5J8RIl6P/005QuWzbiZBNUpw6/rFvHrp07I8r9vW8fq376iXr168f5c4iIf2XIkIHq1aswa9acKMtnzPg6Xtvp3r0re/fuo1evvhQrdhXNmzeJc90SJYrz9NP9KVu2NJs3/w5A06YN2b59JyVLliAoqEaUn8qVKwLelBjp0qUjQ4YL92ynT58R0dX0YlmzZqVt21b07HkPmzd7IwZWqnQ92bJlizIaqbedmVx7bVkKFiwQr+MgIqmDrud0PXcl1FIogNflYNyoUTRt0YL06dMDcEODBjw7YABlypWL0gzft39/pk2aRJsmTbj/4Ye5qlgxDh08yPIlS6hXvz6333UXJUqWJGvWrHw2cSK5cucmY8aM1AiK/lzr8ePH6diiBXd160bZa68lJCSE90aMoHCRIpS//noAXnztNdo2bUq6dOnocNtt5MiZk727dzN/zhyee/llyl17LY2bN+eDkSMJqlOHa8qUYfrkyey8aOjhR++/n7z58lGrbl1y5c7N0kWL2LFtGy+8+ioAXbt35+1XX+XWVq0Y9MILpE+fnuFDh5K/QAF63B/zwBIikjI988wTdOrUlQcf7EfHjm1YsuRHvv12Yby2cdVVRWnZshlz5sxn4MDHI86Nsbn//kfJly8vdevWInfuXCxatJRt23bw6qsvANCt21188MHHNGrUmieeeITSpa/mn3+Osnr1OooUKUS/fn1p0qQhYWFh9OjxIL16dWPTpi288ca7Ubp5zpnzLR9/PIkOHW6hZMkS7Nv3N2PGjKdJk5sAyJcvH4899hAvvfQ6GTJkICioOjNmfM3cud8xZcrH8TuQIpKq6HpO13MJpaRQAO+EMW7UKG686aaIZeH9zi++q5K/QAG+X7mSFwYNYmC/fhw/dowiRYtSt359KlWpAkCWLFkYOW4cw4cOpXXDhpw7d44TMYx0myVLFipWrsz777zDvj17yJotG7Xq1uWr774ja9asEfuft3Qpw4YMofc99xAWFkaJUqVo1rJlxMntqcGDOXL4MC8++ywA7Tp14tWRI+kcaQSs2vXqMWHcOD4eM4aQ4GBKly3Lu+PG0aZDB8DrvjVr4UKe6d+fvr164ZyjfqNGfPrll5d8jkhEUp6OHdvy7ruvM3z4W0yc+BmNGtXno4/eo0WLjpevHEmHDm2YM2c+PXp0vWzZevVqM27cBMaM+Zjg4BDKli3NuHHv0qFDG8A73y1a9A2DB7/MkCHDOHjwEIUKFaR27Zq0a+d1p6pcuSITJrzP88+/wsyZ31C1aiU+/3winTtfGLK9bNkymBnPPPMChw4dpmDBArRp05JhwwZHlHnhhUFkyJCe99//iIMHD1G2bGkmTRrHnXfeFq/PLyKpi67ndD2XUJqSQkSSnaakkNTijjvuZf/+AyxbNt/foYgkO01JIZK2XGpKCrUUioiIXGTDhk2sXfszM2bMZurU8f4OR0REJEkpKRQREblI27adOXLkHx566H/cdlsHf4cjIiKSpJQUioiIXGTXro3+DkFERCTZaEoKERERERGRAKakUEREREREJIApKRQREREREQlgSgpFREREREQCmJJCERERERGRAKakUEREREREJIApKRQREREREQlgSgpFREREREQCmJJCERERERGRAKakUEREREREJIApKRQREREREQlgSgpFREREREQCmJJCERERERGRAKakUEREREREJIApKRQREREREQlgSgpFREREREQCmJJCERERERGRAKakUEREREREJICl2qTQzB43M2dmBfwdi4iIiIiISGqVKpNCMysB3Azs9ncsIiIiIiIiqVmqTAqBt4AnAefvQERERERERFKzDP4OIL7MrD2wzzn3q5ldqlxvoLfvbUgus42xFM0NHL+CkFJ7/QLAET/uPyXVT8ix8Hf8yRXDpY6Nv4+Bv+qHH5PUGn9S1o/P31JKjD+x6+vvJ3ZX+h2UGDGk5PpxOT4pOf7Erh/T8UhN8Sdl/YT+LaWU+JOifmr4+0nuGMrHusY5l+J+gIXAxhh+2gOrgNy+cruAAnHY3tpLrBt7hbGm9vqxHptUEn+i1U/IsfB3/MkVg/6GYj8mqTX+pKwfn7+llBh/YtfX30/Cjk0q+gxJVj8uxyclx5/Y9WM6Hqkp/qSsn9C/pZQSf1LUTw1/P8kdw6WOSYpsKXTONYtpuZlVBq4BwlsJiwPrzay2c+5AAnf3dQLrpZX6V8rf8Qd6/ZQQg+qrvuqrvj/5+zOovuqrvuqn9hgwX9aYKpnZLiDIOXfJpmEzW+ucC0qeqFIXHZsLdCxip2MTnY5J7HRsotLxiJ2OzaXp+ESl4xE7HZvodEyiu9QxSa0DzcTXWH8HkILp2FygYxE7HZvodExip2MTlY5H7HRsLk3HJyodj9jp2ESnYxJdrMckVbcUioiIiIiIyJUJlJZCERERERERiYGSQhERERERkQCWppJCM/vP3zGkNGYWZma/RPq5+hJlF5tZmnwg18ycmU2K9D6DmR02s2/8GVdKYmYdfMfpOn/H4k/6XYkbnW9jd7ljk5bPtTHRuSV2ZjbIzDaZ2W++7+g6/o7J38ysuJnNMrNtZrbDzN4xs0yXKP+YmWVLzhj9wfc3NCLS+yfM7Hk/huR3ka5xN5nZr2b2uJmlqdwmOenApX1nnHPVIv3s8ndAfnIKqGRmWX3vmwP74rMBM0uRU7gkoruA5b5/48zM0idNOH5zxb8rIhJFgs4taZ2Z1QPaADWcc1WAZsAe/0blX+bNNzYD+Mo5Vw64FsgBvHyJao8BaT4pBEKATmZWwN+BpCDh17gV8b6rWwFD/BxTqpXmkkIzy2Fm35vZejPbYGbtfcuvNrMtZjbOd0fhu0gXfQHFzGqa2RIzW2dm882saKTV9/juumw0s9p+CzJpzAVu8b2+C5gSvsLMapvZCjP72cx+MrPyvuXdzWy2mf0AfJ/8IScPM8sB1Ad6AXf6ljUys6VmNsfMtprZB+F34MzsPzMbYWa/AvX8F3mSScjvylIzqxap3HIzq5qcQSc33+/IN5Hev2dm3X2vd5nZ0Ejn4oBqJbrUsQkklzi3xPZ709rMfvd9P41M4y30RYEjzrkQAOfcEefc37F9R/tamN9Jw9/RAE2AYOfceADnXBjQD+hpZtnN7A3fZ//NzB42s0eAq4BFZrbIj3Enh1C8kSP7XbzCd437g++4fG9mJc0st5n9Fel7O7uZ7TGzjMkdeHJwzh0CegN9zZPezF43szW+43J/eFkze8r3vfSrmQ33X9QpS5pLCoFgoKNzrgbQGBjhu/MEUA4Y5bujcAy41T8hJqusdqHr6EzfyeBd4DbnXE3gY6LegcvmnKsGPORbl5ZMBe40syxAFWBVpHW/Aw2cc9WBwcCwSOtq4B2vhskWafJrD3zrnPsD+MfMavqW1wYeBioAZYBOvuXZgVXOuarOueXJHm3SS8jvykdAdwAzuxbI4pz7NdkiTpmO+M7F7wNP+DsY8YvYzi3R+P7exgCtfN9PBZMpRn/5DihhZn+Y2Wgzaxjg39EAFYF1kRc4504Au4H/AVcD1Xwtq5OdcyOBv4HGzrnGyRyrP4wCuppZ7ouWvwtMDD8uwEjn3HHgFyD82qUNMN85dy65gk1uzrk/gfRAIbwbUcedc7WAWsB9ZnaNmbXCOy/Vcc5VBV7zW8ApTFrsDmfAMDO7CTgPFAMK+9btdM794nu9Du/kktad8X2BAGBmlYBKwAJfrpwe2B+p/BQA59xSM8tlZnmcc8eSL9yk45z7zbxnKu/CawmKLDcw0czKAQ6IfCdtgXPuaPJE6Td3Ae/4Xk/1vf8GWO07yWJmU/Du+H8BhAFf+iHOZJHA35XPgefMbADQE5iQPNGmaDN8/67jwg0FCSyxnVtich3wp3Nup+/9FLw7/2mSc+4/X5LcAO8m9jTgJQL0OzoOGgGjnXOhAAHwvRyNc+6EmX0CPAKcibSqHhfOsZ9yIdGZBnQGFuG11I9OplBTgpuBKmZ2m+99brzGoWbAeOfcaQjM36PYpMWksCve3cWazrlzZrYLyOJbFxKpXBgQiN1HDdjknIuty9/FE1emtYksZwNv4H255I+0/EVgkXOuoy8ZWBxp3ankCs4fzCwfXpedymbm8C5CHDCH2H8fgn3detKyeP2uOOdOm9kCvDuQdwCxtoikIaFE7XGS5aL14efcMNLm982lXO7YpHmXOLfMIsCPTTjfeXQxsNjMNgB9COzv6M3AbZEXmFkuoCSwyx8BpUBvA+uB8XEoOxuvoSQf3nfSD0kYl9+ZWWm875tDeNe7Dzvn5l9UpoU/YksN0mL30dzAIV9C2Bgo5e+AUpitQEHzHnDHzDKaWcVI6zv7ltfHa3Y/7ocYk9LHwFDn3IaLlufmwmAi3ZM1Iv+7DfjUOVfKOXe1c64EsBPv7nVtX3eLdHi/G2mxq2hsEvK78iEwEljjnPs3acNLEf4CKphZZjPLAzT1czwpiY5N7OeWdMR8bLYCpe3CKNmdkzvg5GRm5X09DsJVA7YQ2N/R3wPZzKwbRAxkNgKv58V84H7zDfrmS3QATgI5kz9U//C1bE3H6x4Z7id8z+ziNY4s85X9D1iD11r/TVq+mWtmBYEPgPeccw7v9+XB8GcozexaM8sOLAB6mG/E2ki/RwEvzdy59Z0kQvD6Un/tu+O2Fu/5H/Fxzp31NaWP9PVJz4B312mTr0iwmf2M1yWup3+iTDrOub14F+0Xew2vS+CzeC1kgeQu4NWLln0JPIj3ZfIeUBav+8nM5A3NfxLyu+KcW2dmJ4jbHdxUK/x865zbY2bTgY14F/s/+zcy/9OxiSK2c8udeBe1UY6Nc+6MmT0EfGtmp/DOP2lZDuBdX2IcCmzH6y47lsD9jnZm1hEYbWbP4d1AmAs8g9cCdC3wm5mdA8bhfT+Nxfud+TtAnisEL1HuG+n9w8B43+MLh4EekdZNw3u8oVGyRZd8sprZL3h/D6F4XWff9K37EO8xsfW+sUUOAx2cc9+aNyjcWjM7y4Xfr4BnXjKd+pk3yt8451xaHI1LJNmZWSPgCedcGz+HkmqY2VV4XcGuc86d93M4SUbn29jp2FwZM8vhe9bO8AbV2Oace8vfcaUEZrYY75y81t+xiEjakya6j5rZA3gPXz/r71hEJDD5ujutAgal8YRQ59tY6Ngkivt8d/434XXVHuPfcEREAkOaaSkUERERERGR+EsTLYUiIiIiIiKSMKkyKTSzEma2yMw2m9kmM3vUtzyfmS0ws22+f/P6ll9nZivMLMTMnrhoW3nM7Asz+93MtoSP+CUiIiIiIhIIUmX3UTMrChR1zq03s5x4EyN3wBse/qhzbriZPQ3kdc49ZWaF8Kam6AD865x7I9K2JgLLnHMfmlkmIFsATQQrIiIiIiIBLlW2FDrn9jvn1vten8Sb16cY3qTRE33FJuIlgTjnDjnn1gDnIm/HN9zzTcBHvnJnlRCKiIiIiEggSZVJYWS+SW6r4436V9g5t9+36gBQ+DLVr8Gbt2S8mf1sZh/6JrYUEREREREJCKk6KTSzHHgT4T7mnDsReZ3z+sVerm9sBqAG8L5zrjpwCng6KWIVERERERFJiVJtUmhmGfESwsnOuRm+xQd9zxuGP3d46DKb2Qvsdc6t8r3/Ai9JFBERERERCQipMik0M8N7DnCLc+7NSKtmA/f6Xt8LzLrUdpxzB4A9Zlbet6gpsDmRwxUREREREUmxUuvoo/WBZcAG4Lxv8TN4zxVOB0oCfwF3OOeOmlkRYC2Qy1f+P6CCc+6EmVUDPgQyAX8CPZxz/ybjxxEREREREfGbVJkUioiIiIiISOJIld1HRUREREREJHEoKRQREREREQlgSgpFREREREQCmJJCERERERGRAKakUEREREREJIApKRQREUkgM5tgZhrGW0REUrUM/g5AREQkpYhngndNkgUiIiKSjDRPoYiIiI+Z3X3RogZAb2AssOyidTOBs0B651xwMoQnIiKSJNRSKCIi4uOcmxT5vZllwEsKV1y8LpJzSR6YiIhIEtIzhSIiIgkU0zOF4cvMLL/v9REzO2lmX5lZEV+Z3ma2xcyCzex3M2sfy/Y7m9lyX/3TZrbKzG5Ljs8mIiKBQ0mhiIhI0vgWyA0MBsYBbYCZZjYAGABMBJ4GMgFfmFmUZxTN7CVgKnASeM5X9jTwuZn1Sa4PISIiaZ+6j4qIiCSN1c65iOTNzAD6AcWASs65E77lPwC/4nVTHehbVgMYBLzinHsm0jZHmtlXwCtm9olz7mRyfBAREUnb1FIoIiKSNN6+6H34QDWfhCeEAM6534ATQLlIZbsCDphoZgUi/wCzgZxAvSSLXEREAopaCkVERJLGnxe9/9f3784Yyv4L5I/0/nrAgN8vsf3CCQ9NRETkAiWFIiIiScA5FxbLqtiW20WvHdDqEuU3JTA0ERGRKJQUioiIpDzbgJbAbufcFn8HIyIiaZueKRQREUl5PvX9O8zM0l+80szUdVRERBKNWgpFRERSGOfcGjN7Hnge+MXMPgf+BooCNYHWeFNZiIiIXDElhSIiIimQc26oma0FHgEeA7IDh4CNvmUiIiKJwpxz/o5BRERERERE/ETPFIqIiIiIiAQwJYUiIiIiIiIBTEmhiIiIiIhIAFNSKCIiIiIiEsCUFIqIiIiIiAQwJYUiIiIiIiIBTEmhiIiIiIhIAFNSKCIiIiIiEsCUFIqIiIiIiASw/wM5swkd/vkLRAAAAABJRU5ErkJggg==\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -3116,7 +2987,7 @@ }, { "cell_type": "markdown", - "id": "matched-relay", + "id": "coordinate-probe", "metadata": {}, "source": [ "The next step could be to use information theory to quantify the uncertainty induced when not using the fPAR time serie (gain of knowledge using the fPAR coefficient)" @@ -3124,8 +2995,8 @@ }, { "cell_type": "code", - "execution_count": 108, - "id": "religious-charlotte", + "execution_count": 61, + "id": "enclosed-calibration", "metadata": { "jupyter": { "source_hidden": true @@ -3137,7 +3008,7 @@ "output_type": "stream", "text": [ "-------------------- Partial $g_s$ model --------------------\n", - "For this model, theta_3 = 0.1924193747305972 and theta_4 = 0.045\n", + "For this model, theta_3 = 0.55 and theta_4 = 0.045\n", "-------------------- Complete $g_s$ model --------------------\n", "For this model, theta_3 = 0.13656500485937645 and theta_4 = 0.011931785207457912\n" ] @@ -3150,13 +3021,186 @@ "print(f\"For this model, theta_3 = {Res_PM_comp[0]} and theta_4 = {Res_PM_comp[1]}\")" ] }, + { + "cell_type": "markdown", + "id": "sorted-information", + "metadata": {}, + "source": [ + "*WORK IN PROGRESS*\n", + "\n", + "**Repeating the previous experiment but only for the wet period**\n", + "\n", + "Defining the bounds of the wet and dry seasons : " + ] + }, { "cell_type": "code", - "execution_count": null, - "id": "instant-punch", + "execution_count": 62, + "id": "stone-buffalo", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "date_beg, date_end = \"2016-04-10\",\"2016-09-15\"" + ] + }, + { + "cell_type": "markdown", + "id": "higher-liability", + "metadata": {}, + "source": [ + "Calibrating and running the incomplete model on the wet season :" + ] + }, + { + "cell_type": "code", + "execution_count": 94, + "id": "apart-reference", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0. 0.]\n" + ] + } + ], + "source": [ + "Res_PM_cst = calibration(Data[:date_beg],PM_run_cst, bounds = [(0,1),(0,0.1)])\n", + "print(Res_PM_cst)\n", + "TimeSerie_cst = PM_run_cst(Data[:date_beg], Res_PM_cst[0], Res_PM_cst[1])*60*60*24" + ] + }, + { + "cell_type": "code", + "execution_count": 100, + "id": "junior-latino", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n", + " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n", + " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n", + " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n", + " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n", + " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.])" + ] + }, + "execution_count": 100, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "stress_factor_func(Data[:date_beg].Sws,0,0)" + ] + }, + { + "cell_type": "markdown", + "id": "coastal-security", + "metadata": {}, + "source": [ + "Calibrating and running the complete model on the wet season :" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "id": "intense-afghanistan", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0. 0.]\n" + ] + } + ], + "source": [ + "Res_PM_comp = calibration(Data[:date_beg],PM_run_cst_complete, bounds = [(0,1),(0,0.09)])\n", + "print(Res_PM_comp)\n", + "TimeSerie_comp = PM_run_cst_complete(Data[:date_beg],Res_PM_comp[0],Res_PM_comp[1])*60*60*24" + ] + }, + { + "cell_type": "markdown", + "id": "mechanical-floor", + "metadata": {}, + "source": [ + "Create the panda dataframes" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "id": "physical-soviet", + "metadata": {}, + "outputs": [], + "source": [ + "Incomplete = pd.DataFrame(TimeSerie_cst, index = Data[:date_beg].index)\n", + "Incomplete = Incomplete.rename(columns = {0:\"incomplete\"})\n", + "Complete = pd.DataFrame(TimeSerie_comp, index = Data[:date_beg].index)\n", + "Complete = Complete.rename(columns = {0:\"complete\"})" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "id": "alternative-greensboro", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 97, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# plot the results\n", + "Fe_convert = Fe_convert[:date_beg]\n", + "\n", + "List_df = [Fe_convert, Incomplete,Complete]\n", + "List_column = [\"Fe\",\"incomplete\",\"complete\"]\n", + "Label_list = [\"Observation\",r\"Incomplete constant $g_s$ model\",r\"Complete $g_s$ model\"]\n", + "\n", + "fig, axe = plt.subplots(figsize = (15,8))\n", + "\n", + "for df, colum, colors, labels in zip(List_df, List_column, Col_list, Label_list):\n", + " \n", + " mov_average = mv_average_df(df,colum,3)\n", + " \n", + " mov_average = pd.DataFrame(mov_average, index = df.index)\n", + " mov_average = mov_average.rename(columns = {0:colum})\n", + " if colum == \"Fe\":\n", + " mov_average[colum].plot(label = labels, color = \"red\", ls = \":\",lw = 3)\n", + " else :\n", + " mov_average[colum].plot(label = labels, color = colors)\n", + " \n", + "axe.set_ylabel(r\"Evaporation [$mm.day^{-1}$]\", size = 18)\n", + "axe.set_xlabel(\"Time\", size = 18)\n", + "\n", + "axe.legend(loc = 1, prop={'size': 13}, ncol = 2)" + ] } ], "metadata": { diff --git a/notebooks/Finished_project/simpler_model/simpler_model.ipynb b/notebooks/Finished_project/simpler_model/simpler_model.ipynb index d33d7a3..9f3bb27 100644 --- a/notebooks/Finished_project/simpler_model/simpler_model.ipynb +++ b/notebooks/Finished_project/simpler_model/simpler_model.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "indirect-outside", + "id": "subjective-vocabulary", "metadata": {}, "source": [ "# **Location of the stress factor in potential evapo-transpiration models**" @@ -10,7 +10,7 @@ }, { "cell_type": "markdown", - "id": "northern-merit", + "id": "adaptive-visit", "metadata": { "slideshow": { "slide_type": "slide" @@ -62,7 +62,7 @@ }, { "cell_type": "markdown", - "id": "developmental-cowboy", + "id": "abandoned-nickel", "metadata": {}, "source": [ "# Part II - Functions set up" @@ -70,7 +70,7 @@ }, { "cell_type": "markdown", - "id": "figured-configuration", + "id": "vocal-meditation", "metadata": {}, "source": [ "## Importing relevant packages" @@ -78,8 +78,8 @@ }, { "cell_type": "code", - "execution_count": 438, - "id": "political-concord", + "execution_count": 493, + "id": "angry-vietnamese", "metadata": {}, "outputs": [], "source": [ @@ -136,7 +136,7 @@ }, { "cell_type": "markdown", - "id": "muslim-college", + "id": "republican-allergy", "metadata": {}, "source": [ "## Path of the different files (pre-defined python functions, sympy equations, sympy variables)" @@ -144,8 +144,8 @@ }, { "cell_type": "code", - "execution_count": 439, - "id": "structural-sport", + "execution_count": 494, + "id": "scheduled-course", "metadata": { "tags": [ "parameters" @@ -180,7 +180,7 @@ }, { "cell_type": "markdown", - "id": "renewable-shoulder", + "id": "distinguished-possibility", "metadata": {}, "source": [ "## Importing the sympy variables and equations defined in the theory.ipynb notebook" @@ -188,8 +188,8 @@ }, { "cell_type": "code", - "execution_count": 440, - "id": "private-gravity", + "execution_count": 495, + "id": "incorporate-specialist", "metadata": {}, "outputs": [ { @@ -327,10 +327,6 @@ "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_water_stress_simple\" will be overridden by \"e/theory_equation:\"\n", " instance[expr] = instance\n", "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_Pvs_T\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_Delta\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PT\" will be overridden by \"e/theory_equation:\"\n", " instance[expr] = instance\n" ] }, @@ -393,7 +389,27 @@ "T_kv\n", "P\n", "rho_a\n", - "VPD\n", + "VPD\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_Delta\" will be overridden by \"e/theory_equation:\"\n", + " instance[expr] = instance\n", + "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PT\" will be overridden by \"e/theory_equation:\"\n", + " instance[expr] = instance\n", + "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PM\" will be overridden by \"e/theory_equation:\"\n", + " instance[expr] = instance\n", + "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PM_VPD\" will be overridden by \"e/theory_equation:\"\n", + " instance[expr] = instance\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ "eq_m_n\n", "eq_MVG_neg_case\n", "eq_MVG\n", @@ -416,10 +432,6 @@ "name": "stderr", "output_type": "stream", "text": [ - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PM\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", - "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PM_VPD\" will be overridden by \"e/theory_equation:\"\n", - " instance[expr] = instance\n", "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PM_g\" will be overridden by \"e/theory_equation:\"\n", " instance[expr] = instance\n", "/opt/conda/lib/python3.8/site-packages/essm/equations/_core.py:107: UserWarning: \"e/theory_equation:eq_PM_inv\" will be overridden by \"e/theory_equation:\"\n", @@ -442,7 +454,7 @@ }, { "cell_type": "markdown", - "id": "asian-hebrew", + "id": "incoming-choice", "metadata": {}, "source": [ "## Importing the performance assessment functions defined in the analysis_function.py file" @@ -450,8 +462,8 @@ }, { "cell_type": "code", - "execution_count": 441, - "id": "interesting-original", + "execution_count": 496, + "id": "contemporary-cyprus", "metadata": {}, "outputs": [ { @@ -503,7 +515,7 @@ }, { "cell_type": "markdown", - "id": "extensive-trauma", + "id": "finite-static", "metadata": {}, "source": [ "## Data import, preprocess and shape for the computations" @@ -511,7 +523,7 @@ }, { "cell_type": "markdown", - "id": "junior-creativity", + "id": "equal-amplifier", "metadata": {}, "source": [ "### Get the different files where data are stored\n", @@ -521,8 +533,8 @@ }, { "cell_type": "code", - "execution_count": 442, - "id": "answering-queue", + "execution_count": 497, + "id": "finnish-application", "metadata": {}, "outputs": [ { @@ -552,7 +564,7 @@ }, { "cell_type": "markdown", - "id": "utility-suggestion", + "id": "sharp-artwork", "metadata": {}, "source": [ "### Define and test a function that process the fPAR data\n", @@ -561,8 +573,8 @@ }, { "cell_type": "code", - "execution_count": 443, - "id": "great-individual", + "execution_count": 498, + "id": "accepting-awareness", "metadata": {}, "outputs": [], "source": [ @@ -600,8 +612,8 @@ }, { "cell_type": "code", - "execution_count": 444, - "id": "compliant-jerusalem", + "execution_count": 499, + "id": "sticky-kidney", "metadata": {}, "outputs": [ { @@ -716,7 +728,7 @@ "12 0.78 12" ] }, - "execution_count": 444, + "execution_count": 499, "metadata": {}, "output_type": "execute_result" } @@ -727,7 +739,7 @@ }, { "cell_type": "markdown", - "id": "removed-journal", + "id": "fatty-gross", "metadata": {}, "source": [ "### fPARSet function\n", @@ -736,8 +748,8 @@ }, { "cell_type": "code", - "execution_count": 445, - "id": "acoustic-trial", + "execution_count": 500, + "id": "corporate-preference", "metadata": {}, "outputs": [], "source": [ @@ -768,7 +780,7 @@ }, { "cell_type": "markdown", - "id": "accomplished-snowboard", + "id": "confused-arnold", "metadata": {}, "source": [ "### DataChose function\n", @@ -788,8 +800,8 @@ }, { "cell_type": "code", - "execution_count": 446, - "id": "biblical-childhood", + "execution_count": 501, + "id": "increasing-jewelry", "metadata": {}, "outputs": [], "source": [ @@ -882,7 +894,7 @@ }, { "cell_type": "markdown", - "id": "living-natural", + "id": "continuous-tunisia", "metadata": {}, "source": [ "## Compile the different functions defined in the symbolic domain\n", @@ -891,7 +903,7 @@ }, { "cell_type": "markdown", - "id": "introductory-timing", + "id": "contemporary-smoke", "metadata": {}, "source": [ "### Water stress functions" @@ -899,8 +911,8 @@ }, { "cell_type": "code", - "execution_count": 447, - "id": "retained-renaissance", + "execution_count": 502, + "id": "tough-transportation", "metadata": {}, "outputs": [], "source": [ @@ -921,7 +933,7 @@ }, { "cell_type": "markdown", - "id": "joined-procedure", + "id": "editorial-eugene", "metadata": {}, "source": [ "### Soil water potential" @@ -929,8 +941,8 @@ }, { "cell_type": "code", - "execution_count": 448, - "id": "relevant-result", + "execution_count": 503, + "id": "cubic-leather", "metadata": {}, "outputs": [], "source": [ @@ -945,8 +957,8 @@ }, { "cell_type": "code", - "execution_count": 449, - "id": "swiss-champion", + "execution_count": 504, + "id": "burning-formula", "metadata": {}, "outputs": [], "source": [ @@ -963,7 +975,7 @@ }, { "cell_type": "markdown", - "id": "boring-opera", + "id": "medical-realtor", "metadata": {}, "source": [ "### Penman-Monteith" @@ -971,8 +983,8 @@ }, { "cell_type": "code", - "execution_count": 450, - "id": "smoking-conversation", + "execution_count": 505, + "id": "bibliographic-surface", "metadata": {}, "outputs": [], "source": [ @@ -990,8 +1002,8 @@ }, { "cell_type": "code", - "execution_count": 451, - "id": "random-shuttle", + "execution_count": 506, + "id": "alien-duplicate", "metadata": {}, "outputs": [], "source": [ @@ -1018,8 +1030,8 @@ }, { "cell_type": "code", - "execution_count": 452, - "id": "legislative-albuquerque", + "execution_count": 507, + "id": "retained-fields", "metadata": {}, "outputs": [], "source": [ @@ -1040,8 +1052,8 @@ }, { "cell_type": "code", - "execution_count": 453, - "id": "vocational-trace", + "execution_count": 508, + "id": "floating-implement", "metadata": {}, "outputs": [], "source": [ @@ -1062,8 +1074,8 @@ }, { "cell_type": "code", - "execution_count": 454, - "id": "pending-myanmar", + "execution_count": 509, + "id": "frequent-intention", "metadata": {}, "outputs": [], "source": [ @@ -1084,8 +1096,8 @@ }, { "cell_type": "code", - "execution_count": 455, - "id": "assisted-portsmouth", + "execution_count": 510, + "id": "orange-trinity", "metadata": {}, "outputs": [], "source": [ @@ -1112,8 +1124,8 @@ }, { "cell_type": "code", - "execution_count": 456, - "id": "capable-therapy", + "execution_count": 511, + "id": "neutral-cover", "metadata": {}, "outputs": [], "source": [ @@ -1143,8 +1155,8 @@ }, { "cell_type": "code", - "execution_count": 457, - "id": "monetary-madness", + "execution_count": 512, + "id": "right-brand", "metadata": {}, "outputs": [], "source": [ @@ -1172,8 +1184,8 @@ }, { "cell_type": "code", - "execution_count": 458, - "id": "subsequent-explosion", + "execution_count": 513, + "id": "macro-disposition", "metadata": {}, "outputs": [], "source": [ @@ -1206,8 +1218,8 @@ }, { "cell_type": "code", - "execution_count": 459, - "id": "collectible-sacramento", + "execution_count": 514, + "id": "conventional-collector", "metadata": {}, "outputs": [], "source": [ @@ -1229,8 +1241,8 @@ }, { "cell_type": "code", - "execution_count": 460, - "id": "located-ethiopia", + "execution_count": 515, + "id": "declared-questionnaire", "metadata": {}, "outputs": [], "source": [ @@ -1248,7 +1260,7 @@ }, { "cell_type": "markdown", - "id": "contemporary-maker", + "id": "addressed-warning", "metadata": {}, "source": [ "### Assign the different compiled functions to variables functions (create the functions in python)" @@ -1256,8 +1268,8 @@ }, { "cell_type": "code", - "execution_count": 461, - "id": "liquid-rabbit", + "execution_count": 516, + "id": "hourly-invalid", "metadata": {}, "outputs": [], "source": [ @@ -1284,8 +1296,8 @@ }, { "cell_type": "code", - "execution_count": 462, - "id": "better-render", + "execution_count": 517, + "id": "august-session", "metadata": {}, "outputs": [], "source": [ @@ -1314,7 +1326,7 @@ }, { "cell_type": "markdown", - "id": "scientific-habitat", + "id": "mounted-greenhouse", "metadata": {}, "source": [ "## Functions to run the different models\n", @@ -1323,7 +1335,7 @@ }, { "cell_type": "markdown", - "id": "demographic-sleeping", + "id": "dietary-packing", "metadata": {}, "source": [ "### Varying surface resistance model" @@ -1331,8 +1343,8 @@ }, { "cell_type": "code", - "execution_count": 463, - "id": "working-steel", + "execution_count": 518, + "id": "explicit-relative", "metadata": {}, "outputs": [], "source": [ @@ -1396,7 +1408,7 @@ }, { "cell_type": "markdown", - "id": "african-installation", + "id": "tired-sampling", "metadata": {}, "source": [ "### Constant surface conductance model" @@ -1404,8 +1416,8 @@ }, { "cell_type": "code", - "execution_count": 464, - "id": "successful-healing", + "execution_count": 519, + "id": "ultimate-cleaner", "metadata": {}, "outputs": [], "source": [ @@ -1469,7 +1481,7 @@ }, { "cell_type": "markdown", - "id": "close-means", + "id": "integrated-aspect", "metadata": {}, "source": [ "### Benchmark Penman-Monteith model" @@ -1477,8 +1489,8 @@ }, { "cell_type": "code", - "execution_count": 465, - "id": "phantom-headset", + "execution_count": 520, + "id": "incoming-affair", "metadata": {}, "outputs": [], "source": [ @@ -1537,8 +1549,8 @@ }, { "cell_type": "code", - "execution_count": 466, - "id": "impressive-stationery", + "execution_count": 521, + "id": "finnish-tsunami", "metadata": {}, "outputs": [], "source": [ @@ -1597,7 +1609,7 @@ }, { "cell_type": "markdown", - "id": "wooden-journalism", + "id": "federal-pointer", "metadata": {}, "source": [ "### Modified version of the PM equation\n", @@ -1612,8 +1624,8 @@ }, { "cell_type": "code", - "execution_count": 467, - "id": "intimate-threshold", + "execution_count": 522, + "id": "phantom-acquisition", "metadata": {}, "outputs": [], "source": [ @@ -1677,8 +1689,8 @@ }, { "cell_type": "code", - "execution_count": 468, - "id": "parental-headquarters", + "execution_count": 523, + "id": "automatic-impossible", "metadata": {}, "outputs": [], "source": [ @@ -1742,7 +1754,7 @@ }, { "cell_type": "markdown", - "id": "classified-murder", + "id": "everyday-activity", "metadata": {}, "source": [ "### Priestley and Taylor model" @@ -1750,8 +1762,8 @@ }, { "cell_type": "code", - "execution_count": 469, - "id": "gentle-fancy", + "execution_count": 524, + "id": "revised-arrangement", "metadata": {}, "outputs": [], "source": [ @@ -1806,8 +1818,8 @@ }, { "cell_type": "code", - "execution_count": 470, - "id": "general-persian", + "execution_count": 525, + "id": "czech-corps", "metadata": {}, "outputs": [], "source": [ @@ -1862,7 +1874,7 @@ }, { "cell_type": "markdown", - "id": "brilliant-harassment", + "id": "collective-employer", "metadata": {}, "source": [ "### Inverse modelling\n", @@ -1871,8 +1883,8 @@ }, { "cell_type": "code", - "execution_count": 471, - "id": "nominated-pocket", + "execution_count": 526, + "id": "personalized-understanding", "metadata": {}, "outputs": [], "source": [ @@ -1926,7 +1938,7 @@ }, { "cell_type": "markdown", - "id": "strong-prediction", + "id": "realistic-sewing", "metadata": {}, "source": [ "## Calibration algorithm" @@ -1934,8 +1946,8 @@ }, { "cell_type": "code", - "execution_count": 472, - "id": "asian-admission", + "execution_count": 527, + "id": "greatest-aggregate", "metadata": {}, "outputs": [], "source": [ @@ -1956,8 +1968,8 @@ }, { "cell_type": "code", - "execution_count": 473, - "id": "amber-diving", + "execution_count": 528, + "id": "thirty-catalyst", "metadata": {}, "outputs": [], "source": [ @@ -2088,7 +2100,7 @@ }, { "cell_type": "markdown", - "id": "ideal-leonard", + "id": "super-daniel", "metadata": {}, "source": [ "Use the global optimizer from the `scipy.optimize` package. Minimize the squared residual :\n", @@ -2099,8 +2111,8 @@ }, { "cell_type": "code", - "execution_count": 474, - "id": "intermediate-sound", + "execution_count": 529, + "id": "computational-sharing", "metadata": {}, "outputs": [], "source": [ @@ -2119,7 +2131,7 @@ }, { "cell_type": "markdown", - "id": "rolled-belize", + "id": "vietnamese-impossible", "metadata": {}, "source": [ "Function to compute the moving average of a time serie with a varying window size" @@ -2127,8 +2139,8 @@ }, { "cell_type": "code", - "execution_count": 475, - "id": "moved-translator", + "execution_count": 530, + "id": "canadian-kruger", "metadata": {}, "outputs": [], "source": [ @@ -2157,7 +2169,7 @@ }, { "cell_type": "markdown", - "id": "running-improvement", + "id": "distributed-workstation", "metadata": {}, "source": [ "Define a non-linear stress factor function for later experiments" @@ -2165,8 +2177,8 @@ }, { "cell_type": "code", - "execution_count": 476, - "id": "loaded-priority", + "execution_count": 531, + "id": "ultimate-sapphire", "metadata": {}, "outputs": [], "source": [ @@ -2200,7 +2212,7 @@ }, { "cell_type": "markdown", - "id": "musical-flour", + "id": "unknown-boxing", "metadata": {}, "source": [ "# Part III - Experiments" @@ -2208,7 +2220,7 @@ }, { "cell_type": "markdown", - "id": "inside-portsmouth", + "id": "configured-banana", "metadata": {}, "source": [ "## One site, one year\n", @@ -2217,8 +2229,8 @@ }, { "cell_type": "code", - "execution_count": 477, - "id": "hidden-yeast", + "execution_count": 532, + "id": "sporting-retailer", "metadata": {}, "outputs": [ { @@ -2608,10 +2620,10 @@ " vegetation: Woody savanna\n", " xl_datemode: 0\n", " xl_filename: E:/My Dropbox/Dropbox/Data_flux_data/Site data ...\n", - " xl_moddatetime: 2020-01-21 11:59:06