From 65ebccf75dc26a7aae657855874ce53f8aa7babd Mon Sep 17 00:00:00 2001 From: Oscar Corvi Date: Fri, 6 Aug 2021 19:15:21 +0000 Subject: [PATCH] auto-correlation plots --- .../wind_speed_sensitivity.ipynb | 433 ++---- .../complete_VS_incomplete.png | 4 +- .../constant_VS_fPAR.png | 4 +- .../meaning_stress_factor.ipynb | 325 ++--- .../stress_factor_reconstruct.png | 4 +- .../theta_stress_fact_rel.png | Bin 296249 -> 285343 bytes .../simpler_model/inverseModelling.png | Bin 183555 -> 196682 bytes .../simpler_model/latex_files/dry_season.tex | 12 +- .../simpler_model/latex_files/wet_season.tex | 12 +- .../simpler_model/latex_files/whole_year.tex | 12 +- .../simpler_model/simpler_model.ipynb | 1253 ++++++++++------- .../simpler_model/theta_gs_relation.png | 4 +- .../timeSerie_oneSite_oneYear.png | Bin 433124 -> 422688 bytes 13 files changed, 1103 insertions(+), 960 deletions(-) diff --git a/notebooks/Finished_project/Ws_sensitivity/wind_speed_sensitivity.ipynb b/notebooks/Finished_project/Ws_sensitivity/wind_speed_sensitivity.ipynb index 6bc7c23..14e73f0 100644 --- a/notebooks/Finished_project/Ws_sensitivity/wind_speed_sensitivity.ipynb +++ b/notebooks/Finished_project/Ws_sensitivity/wind_speed_sensitivity.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "markdown", - "id": "declared-dealer", + "id": "superior-insight", "metadata": {}, "source": [ "# **Sensitivity of the PM model to wind speed: Sympy study**" @@ -10,7 +10,7 @@ }, { "cell_type": "markdown", - "id": "heavy-plastic", + "id": "recognized-leadership", "metadata": { "slideshow": { "slide_type": "slide" @@ -38,7 +38,7 @@ }, { "cell_type": "markdown", - "id": "sonic-harrison", + "id": "dramatic-authentication", "metadata": {}, "source": [ "# Part II - Functions set up" @@ -46,7 +46,7 @@ }, { "cell_type": "markdown", - "id": "specialized-chest", + "id": "emotional-movie", "metadata": {}, "source": [ "## Importing relevant packages" @@ -54,10 +54,19 @@ }, { "cell_type": "code", - "execution_count": 137, - "id": "gothic-native", + "execution_count": 1, + "id": "norman-regular", "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", @@ -112,7 +121,7 @@ }, { "cell_type": "markdown", - "id": "structured-judge", + "id": "statewide-platform", "metadata": {}, "source": [ "## Path of the different files (pre-defined python functions, sympy equations, sympy variables)" @@ -120,8 +129,8 @@ }, { "cell_type": "code", - "execution_count": 138, - "id": "initial-marina", + "execution_count": 2, + "id": "difficult-draft", "metadata": { "tags": [ "parameters" @@ -152,7 +161,7 @@ }, { "cell_type": "markdown", - "id": "cooperative-trinidad", + "id": "altered-squad", "metadata": {}, "source": [ "## Importing the sympy variables and equations defined in the theory.ipynb notebook" @@ -160,146 +169,10 @@ }, { "cell_type": "code", - "execution_count": 139, - "id": "accepted-heart", + "execution_count": 3, + "id": "looking-nightlife", "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" - ] - }, { "name": "stdout", "output_type": "stream", @@ -359,27 +232,7 @@ "T_kv\n", "P\n", "rho_a\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_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", - "/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" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "VPD\n", "eq_m_n\n", "eq_MVG_neg_case\n", "eq_MVG\n", @@ -397,18 +250,6 @@ "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_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": [ @@ -426,7 +267,7 @@ }, { "cell_type": "markdown", - "id": "fixed-lodging", + "id": "random-galaxy", "metadata": {}, "source": [ "## Importing the performance assessment functions defined in the analysis_function.py file" @@ -434,8 +275,8 @@ }, { "cell_type": "code", - "execution_count": 140, - "id": "distinct-lighting", + "execution_count": 4, + "id": "wireless-volleyball", "metadata": {}, "outputs": [ { @@ -487,7 +328,7 @@ }, { "cell_type": "markdown", - "id": "buried-malaysia", + "id": "brutal-lounge", "metadata": {}, "source": [ "## Data import, preprocess and shape for the computations" @@ -495,7 +336,7 @@ }, { "cell_type": "markdown", - "id": "deadly-drove", + "id": "conceptual-partition", "metadata": {}, "source": [ "### Get the different files where data are stored\n", @@ -505,8 +346,8 @@ }, { "cell_type": "code", - "execution_count": 141, - "id": "imperial-victim", + "execution_count": 5, + "id": "australian-adaptation", "metadata": {}, "outputs": [ { @@ -536,7 +377,7 @@ }, { "cell_type": "markdown", - "id": "lyric-bookmark", + "id": "crazy-chocolate", "metadata": {}, "source": [ "### Define and test a function that process the fPAR data\n", @@ -545,8 +386,8 @@ }, { "cell_type": "code", - "execution_count": 142, - "id": "nominated-oxide", + "execution_count": 6, + "id": "divided-affairs", "metadata": {}, "outputs": [], "source": [ @@ -584,8 +425,8 @@ }, { "cell_type": "code", - "execution_count": 143, - "id": "orange-spectacular", + "execution_count": 7, + "id": "middle-findings", "metadata": {}, "outputs": [ { @@ -700,7 +541,7 @@ "12 0.78 12" ] }, - "execution_count": 143, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -711,7 +552,7 @@ }, { "cell_type": "markdown", - "id": "behind-brother", + "id": "progressive-kentucky", "metadata": {}, "source": [ "### fPARSet function\n", @@ -720,8 +561,8 @@ }, { "cell_type": "code", - "execution_count": 144, - "id": "widespread-subsection", + "execution_count": 8, + "id": "variable-insulation", "metadata": {}, "outputs": [], "source": [ @@ -752,7 +593,7 @@ }, { "cell_type": "markdown", - "id": "southern-excuse", + "id": "exceptional-folder", "metadata": {}, "source": [ "### DataChose function\n", @@ -772,8 +613,8 @@ }, { "cell_type": "code", - "execution_count": 145, - "id": "agreed-holocaust", + "execution_count": 9, + "id": "overall-oriental", "metadata": {}, "outputs": [], "source": [ @@ -866,7 +707,7 @@ }, { "cell_type": "markdown", - "id": "hollywood-azerbaijan", + "id": "billion-lunch", "metadata": {}, "source": [ "## Compile the different functions defined in the symbolic domain\n", @@ -875,7 +716,7 @@ }, { "cell_type": "markdown", - "id": "computational-preservation", + "id": "waiting-unknown", "metadata": {}, "source": [ "### Water stress functions" @@ -883,8 +724,8 @@ }, { "cell_type": "code", - "execution_count": 146, - "id": "simple-peace", + "execution_count": 10, + "id": "similar-china", "metadata": {}, "outputs": [], "source": [ @@ -905,7 +746,7 @@ }, { "cell_type": "markdown", - "id": "chinese-salmon", + "id": "textile-anatomy", "metadata": {}, "source": [ "### Soil water potential" @@ -913,8 +754,8 @@ }, { "cell_type": "code", - "execution_count": 147, - "id": "liable-generation", + "execution_count": 11, + "id": "signed-collector", "metadata": {}, "outputs": [], "source": [ @@ -929,8 +770,8 @@ }, { "cell_type": "code", - "execution_count": 148, - "id": "imperial-elizabeth", + "execution_count": 12, + "id": "medical-supply", "metadata": {}, "outputs": [], "source": [ @@ -947,7 +788,7 @@ }, { "cell_type": "markdown", - "id": "hearing-helping", + "id": "solved-modern", "metadata": {}, "source": [ "### Penman-Monteith" @@ -955,8 +796,8 @@ }, { "cell_type": "code", - "execution_count": 149, - "id": "cooperative-hazard", + "execution_count": 13, + "id": "subject-regular", "metadata": {}, "outputs": [], "source": [ @@ -974,8 +815,8 @@ }, { "cell_type": "code", - "execution_count": 150, - "id": "pregnant-carolina", + "execution_count": 14, + "id": "clinical-humor", "metadata": {}, "outputs": [], "source": [ @@ -1002,8 +843,8 @@ }, { "cell_type": "code", - "execution_count": 151, - "id": "enhanced-associate", + "execution_count": 15, + "id": "distant-signal", "metadata": {}, "outputs": [], "source": [ @@ -1024,8 +865,8 @@ }, { "cell_type": "code", - "execution_count": 152, - "id": "suffering-balloon", + "execution_count": 16, + "id": "demonstrated-graduate", "metadata": {}, "outputs": [], "source": [ @@ -1046,8 +887,8 @@ }, { "cell_type": "code", - "execution_count": 153, - "id": "hindu-scotland", + "execution_count": 17, + "id": "scenic-kennedy", "metadata": {}, "outputs": [], "source": [ @@ -1068,8 +909,8 @@ }, { "cell_type": "code", - "execution_count": 154, - "id": "chinese-appearance", + "execution_count": 18, + "id": "convinced-sigma", "metadata": {}, "outputs": [], "source": [ @@ -1096,8 +937,8 @@ }, { "cell_type": "code", - "execution_count": 155, - "id": "japanese-copying", + "execution_count": 19, + "id": "anticipated-harvard", "metadata": {}, "outputs": [], "source": [ @@ -1127,8 +968,8 @@ }, { "cell_type": "code", - "execution_count": 156, - "id": "changed-district", + "execution_count": 20, + "id": "cultural-shopping", "metadata": {}, "outputs": [], "source": [ @@ -1156,8 +997,8 @@ }, { "cell_type": "code", - "execution_count": 157, - "id": "inner-samuel", + "execution_count": 21, + "id": "subsequent-score", "metadata": {}, "outputs": [], "source": [ @@ -1190,8 +1031,8 @@ }, { "cell_type": "code", - "execution_count": 158, - "id": "alternative-pocket", + "execution_count": 22, + "id": "continuing-cattle", "metadata": {}, "outputs": [], "source": [ @@ -1213,8 +1054,8 @@ }, { "cell_type": "code", - "execution_count": 159, - "id": "elect-hours", + "execution_count": 23, + "id": "cloudy-federal", "metadata": {}, "outputs": [], "source": [ @@ -1232,7 +1073,7 @@ }, { "cell_type": "markdown", - "id": "general-appointment", + "id": "ideal-right", "metadata": {}, "source": [ "### Assign the different compiled functions to variables functions (create the functions in python)" @@ -1240,8 +1081,8 @@ }, { "cell_type": "code", - "execution_count": 160, - "id": "cosmetic-peace", + "execution_count": 24, + "id": "sporting-module", "metadata": {}, "outputs": [], "source": [ @@ -1268,8 +1109,8 @@ }, { "cell_type": "code", - "execution_count": 161, - "id": "direct-prerequisite", + "execution_count": 25, + "id": "working-howard", "metadata": {}, "outputs": [], "source": [ @@ -1298,7 +1139,7 @@ }, { "cell_type": "markdown", - "id": "thrown-employee", + "id": "developed-desert", "metadata": {}, "source": [ "## Functions to run the different models\n", @@ -1307,7 +1148,7 @@ }, { "cell_type": "markdown", - "id": "compliant-niger", + "id": "visible-partner", "metadata": {}, "source": [ "### Varying surface resistance model" @@ -1315,8 +1156,8 @@ }, { "cell_type": "code", - "execution_count": 162, - "id": "accomplished-meditation", + "execution_count": 26, + "id": "decent-cathedral", "metadata": {}, "outputs": [], "source": [ @@ -1379,7 +1220,7 @@ }, { "cell_type": "markdown", - "id": "legal-memory", + "id": "wound-survey", "metadata": {}, "source": [ "### Constant surface conductance model" @@ -1387,8 +1228,8 @@ }, { "cell_type": "code", - "execution_count": 163, - "id": "plain-illustration", + "execution_count": 27, + "id": "polyphonic-creativity", "metadata": {}, "outputs": [], "source": [ @@ -1452,7 +1293,7 @@ }, { "cell_type": "markdown", - "id": "optical-macro", + "id": "ongoing-alias", "metadata": {}, "source": [ "### Benchmark Penman-Monteith model" @@ -1460,8 +1301,8 @@ }, { "cell_type": "code", - "execution_count": 164, - "id": "three-garage", + "execution_count": 28, + "id": "facial-medicaid", "metadata": {}, "outputs": [], "source": [ @@ -1520,8 +1361,8 @@ }, { "cell_type": "code", - "execution_count": 165, - "id": "younger-completion", + "execution_count": 29, + "id": "sporting-mandate", "metadata": {}, "outputs": [], "source": [ @@ -1580,7 +1421,7 @@ }, { "cell_type": "markdown", - "id": "expressed-spirit", + "id": "arctic-czech", "metadata": {}, "source": [ "### Modified version of the PM equation\n", @@ -1595,8 +1436,8 @@ }, { "cell_type": "code", - "execution_count": 166, - "id": "colored-protocol", + "execution_count": 30, + "id": "defensive-stations", "metadata": {}, "outputs": [], "source": [ @@ -1659,8 +1500,8 @@ }, { "cell_type": "code", - "execution_count": 167, - "id": "aggregate-calendar", + "execution_count": 31, + "id": "modified-investigation", "metadata": {}, "outputs": [], "source": [ @@ -1724,7 +1565,7 @@ }, { "cell_type": "markdown", - "id": "supreme-geology", + "id": "explicit-lewis", "metadata": {}, "source": [ "### Priestley and Taylor model" @@ -1732,8 +1573,8 @@ }, { "cell_type": "code", - "execution_count": 168, - "id": "corporate-sapphire", + "execution_count": 32, + "id": "speaking-recipe", "metadata": {}, "outputs": [], "source": [ @@ -1788,8 +1629,8 @@ }, { "cell_type": "code", - "execution_count": 169, - "id": "editorial-enterprise", + "execution_count": 33, + "id": "shaped-trinity", "metadata": {}, "outputs": [], "source": [ @@ -1844,7 +1685,7 @@ }, { "cell_type": "markdown", - "id": "nearby-cheese", + "id": "sought-congo", "metadata": {}, "source": [ "### Inverse modelling\n", @@ -1853,8 +1694,8 @@ }, { "cell_type": "code", - "execution_count": 170, - "id": "atomic-kernel", + "execution_count": 34, + "id": "analyzed-order", "metadata": {}, "outputs": [], "source": [ @@ -1908,7 +1749,7 @@ }, { "cell_type": "markdown", - "id": "interpreted-district", + "id": "destroyed-appendix", "metadata": {}, "source": [ "## Calibration algorithm" @@ -1916,8 +1757,8 @@ }, { "cell_type": "code", - "execution_count": 171, - "id": "thick-reach", + "execution_count": 35, + "id": "caring-chain", "metadata": {}, "outputs": [], "source": [ @@ -1938,8 +1779,8 @@ }, { "cell_type": "code", - "execution_count": 172, - "id": "integrated-paris", + "execution_count": 36, + "id": "sapphire-pottery", "metadata": { "jupyter": { "source_hidden": true @@ -2074,7 +1915,7 @@ }, { "cell_type": "markdown", - "id": "statistical-truth", + "id": "electoral-shadow", "metadata": {}, "source": [ "Use the global optimizer from the `scipy.optimize` package. Minimize the squared residual :\n", @@ -2085,8 +1926,8 @@ }, { "cell_type": "code", - "execution_count": 173, - "id": "arctic-tract", + "execution_count": 37, + "id": "white-affect", "metadata": {}, "outputs": [], "source": [ @@ -2105,7 +1946,7 @@ }, { "cell_type": "markdown", - "id": "opposite-salvation", + "id": "labeled-mattress", "metadata": {}, "source": [ "# Part III - Experiments" @@ -2113,7 +1954,7 @@ }, { "cell_type": "markdown", - "id": "incredible-honduras", + "id": "controversial-strike", "metadata": {}, "source": [ "#### Investigate the influence of wind speed on $E_a$\n", @@ -2122,8 +1963,8 @@ }, { "cell_type": "code", - "execution_count": 53, - "id": "substantial-mitchell", + "execution_count": 38, + "id": "built-salvation", "metadata": {}, "outputs": [ { @@ -2158,7 +1999,7 @@ " ⎝ ⎝gₛ ⎠⎠ " ] }, - "execution_count": 53, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -2169,8 +2010,8 @@ }, { "cell_type": "code", - "execution_count": 54, - "id": "australian-renewal", + "execution_count": 39, + "id": "metric-agreement", "metadata": {}, "outputs": [ { @@ -2195,7 +2036,7 @@ " ⎝ ⎝ ⎝ VH ⎠ ⎝ VH ⎠⎠⎠" ] }, - "execution_count": 54, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" } @@ -2207,8 +2048,8 @@ }, { "cell_type": "code", - "execution_count": 55, - "id": "honest-mouse", + "execution_count": 40, + "id": "touched-judgment", "metadata": { "jupyter": { "source_hidden": true @@ -2393,8 +2234,8 @@ }, { "cell_type": "code", - "execution_count": 56, - "id": "chubby-rapid", + "execution_count": 149, + "id": "vocal-mouse", "metadata": {}, "outputs": [], "source": [ @@ -2424,21 +2265,21 @@ " \"\"\"Formal equation of PM\"\"\"\n", " expr = Eq(E,(Delta*(Rn-G)+rho_a*c_p*VPD*eq_ga.rhs)/(L*(Delta+gamma*(1+eq_ga.rhs/g_s))))\n", "\n", - "vdic = {Delta:0.2, G:25, Rn:300, VPD:10, L:L.definition.default, gamma: gamma.definition.default, c_p: c_p.definition.default,\n", - " rho_a:rho_a.definition.default, kappa:kappa.definition.default, u_star:0.2, g_s:0.0014, z:23}\n", + "vdic = {Delta:100, G:25, Rn:400, VPD:10, L:L.definition.default, gamma: gamma.definition.default, c_p: c_p.definition.default,\n", + " rho_a:rho_a.definition.default, kappa:kappa.definition.default, u_star:0.2, g_s:1/700, z:23}\n", "\n", "expr = eq_PM_formal.rhs.subs(vdic)" ] }, { "cell_type": "code", - "execution_count": 57, - "id": "fewer-uzbekistan", + "execution_count": 150, + "id": "confirmed-laundry", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -2451,10 +2292,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 57, + "execution_count": 150, "metadata": {}, "output_type": "execute_result" } @@ -2466,8 +2307,8 @@ }, { "cell_type": "code", - "execution_count": 58, - "id": "generic-elevation", + "execution_count": 96, + "id": "liked-pressure", "metadata": {}, "outputs": [], "source": [ @@ -2492,8 +2333,8 @@ }, { "cell_type": "code", - "execution_count": 59, - "id": "connected-wagner", + "execution_count": 44, + "id": "physical-visitor", "metadata": {}, "outputs": [], "source": [ @@ -2508,8 +2349,8 @@ }, { "cell_type": "code", - "execution_count": 60, - "id": "interior-retreat", + "execution_count": 45, + "id": "prescription-computer", "metadata": {}, "outputs": [], "source": [ 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 cc145e2..55b4566 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 sha256:0dd5484c338f35b6110b731cac4a867c80fbd8071e9804c2c8748894ff04b923 -size 216992 +oid sha256:78dcd9725ea469247e24639e56f0ddeac706020d69732c4e6b7b0d4a7a299a86 +size 206991 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 f62d6f2..57d8dc6 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 sha256:403aedbb1fdddc368170c507bcfa235153bed8b64870dbbef98e7d3876e3165b -size 307396 +oid sha256:12d0fd46f01fadda9841f7f8aad8ac30a859dc6ae6c3f186d982bc2419d3918c +size 303596 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 43e18a6..3ccbc80 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": "postal-bibliography", + "id": "psychological-presentation", "metadata": {}, "source": [ "# **Location of the stress factor in potential evapo-transpiration models**" @@ -10,7 +10,7 @@ }, { "cell_type": "markdown", - "id": "social-yukon", + "id": "usual-iraqi", "metadata": { "slideshow": { "slide_type": "slide" @@ -44,7 +44,7 @@ }, { "cell_type": "markdown", - "id": "exceptional-archive", + "id": "dedicated-valuation", "metadata": {}, "source": [ "# Part II - Functions set up" @@ -52,7 +52,7 @@ }, { "cell_type": "markdown", - "id": "varying-sierra", + "id": "rational-packaging", "metadata": {}, "source": [ "## Importing relevant packages" @@ -61,7 +61,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "piano-gambling", + "id": "twelve-bhutan", "metadata": {}, "outputs": [ { @@ -127,7 +127,7 @@ }, { "cell_type": "markdown", - "id": "cooperative-embassy", + "id": "continental-groove", "metadata": {}, "source": [ "## Path of the different files (pre-defined python functions, sympy equations, sympy variables)" @@ -136,7 +136,7 @@ { "cell_type": "code", "execution_count": 2, - "id": "prescription-variable", + "id": "sapphire-lending", "metadata": { "tags": [ "parameters" @@ -158,7 +158,7 @@ }, { "cell_type": "markdown", - "id": "integral-salem", + "id": "italic-failure", "metadata": {}, "source": [ "## Importing the sympy variables and equations defined in the theory.ipynb notebook" @@ -167,7 +167,7 @@ { "cell_type": "code", "execution_count": 3, - "id": "going-victoria", + "id": "multiple-ferry", "metadata": {}, "outputs": [ { @@ -264,7 +264,7 @@ }, { "cell_type": "markdown", - "id": "blind-reserve", + "id": "medical-flavor", "metadata": {}, "source": [ "## Importing the performance assessment functions defined in the analysis_function.py file" @@ -273,7 +273,7 @@ { "cell_type": "code", "execution_count": 4, - "id": "sonic-russell", + "id": "relevant-actor", "metadata": {}, "outputs": [ { @@ -325,7 +325,7 @@ }, { "cell_type": "markdown", - "id": "golden-cyprus", + "id": "surrounded-chart", "metadata": {}, "source": [ "## Data import, preprocess and shape for the computations" @@ -333,7 +333,7 @@ }, { "cell_type": "markdown", - "id": "latest-survival", + "id": "biblical-austin", "metadata": {}, "source": [ "### Get the different files where data are stored\n", @@ -344,7 +344,7 @@ { "cell_type": "code", "execution_count": 5, - "id": "mineral-nitrogen", + "id": "stainless-office", "metadata": {}, "outputs": [ { @@ -374,7 +374,7 @@ }, { "cell_type": "markdown", - "id": "unnecessary-luxury", + "id": "representative-feeling", "metadata": {}, "source": [ "### Define and test a function that process the fPAR data\n", @@ -384,7 +384,7 @@ { "cell_type": "code", "execution_count": 6, - "id": "requested-acrylic", + "id": "preceding-terrace", "metadata": {}, "outputs": [], "source": [ @@ -423,7 +423,7 @@ { "cell_type": "code", "execution_count": 7, - "id": "swiss-ordering", + "id": "circular-cruise", "metadata": {}, "outputs": [ { @@ -549,7 +549,7 @@ }, { "cell_type": "markdown", - "id": "concerned-trader", + "id": "modular-million", "metadata": {}, "source": [ "### fPARSet function\n", @@ -559,7 +559,7 @@ { "cell_type": "code", "execution_count": 8, - "id": "equipped-creator", + "id": "exotic-cause", "metadata": {}, "outputs": [], "source": [ @@ -590,7 +590,7 @@ }, { "cell_type": "markdown", - "id": "adaptive-glenn", + "id": "designed-production", "metadata": {}, "source": [ "### DataChose function\n", @@ -611,7 +611,7 @@ { "cell_type": "code", "execution_count": 9, - "id": "muslim-medicaid", + "id": "herbal-production", "metadata": {}, "outputs": [], "source": [ @@ -681,7 +681,7 @@ }, { "cell_type": "markdown", - "id": "traditional-paint", + "id": "surprised-syndrome", "metadata": {}, "source": [ "## Compile the different functions defined in the symbolic domain\n", @@ -690,7 +690,7 @@ }, { "cell_type": "markdown", - "id": "compound-onion", + "id": "another-martial", "metadata": {}, "source": [ "### Water stress functions" @@ -699,7 +699,7 @@ { "cell_type": "code", "execution_count": 10, - "id": "threaded-maintenance", + "id": "warming-tours", "metadata": {}, "outputs": [], "source": [ @@ -720,7 +720,7 @@ }, { "cell_type": "markdown", - "id": "certain-parent", + "id": "celtic-local", "metadata": {}, "source": [ "### Soil water potential" @@ -729,7 +729,7 @@ { "cell_type": "code", "execution_count": 11, - "id": "fatal-robert", + "id": "informational-vancouver", "metadata": {}, "outputs": [], "source": [ @@ -745,7 +745,7 @@ { "cell_type": "code", "execution_count": 12, - "id": "large-telling", + "id": "alien-minutes", "metadata": {}, "outputs": [], "source": [ @@ -762,7 +762,7 @@ }, { "cell_type": "markdown", - "id": "medium-emerald", + "id": "starting-needle", "metadata": {}, "source": [ "### Penman-Monteith" @@ -771,7 +771,7 @@ { "cell_type": "code", "execution_count": 13, - "id": "therapeutic-balance", + "id": "comparable-assurance", "metadata": {}, "outputs": [], "source": [ @@ -790,7 +790,7 @@ { "cell_type": "code", "execution_count": 14, - "id": "atmospheric-professor", + "id": "mathematical-correction", "metadata": {}, "outputs": [], "source": [ @@ -818,7 +818,7 @@ { "cell_type": "code", "execution_count": 15, - "id": "accepting-struggle", + "id": "occupied-message", "metadata": {}, "outputs": [], "source": [ @@ -840,7 +840,7 @@ { "cell_type": "code", "execution_count": 16, - "id": "altered-joining", + "id": "injured-judgment", "metadata": {}, "outputs": [], "source": [ @@ -862,7 +862,7 @@ { "cell_type": "code", "execution_count": 17, - "id": "developing-notion", + "id": "joined-inventory", "metadata": {}, "outputs": [], "source": [ @@ -884,7 +884,7 @@ { "cell_type": "code", "execution_count": 18, - "id": "varying-pizza", + "id": "cloudy-grammar", "metadata": {}, "outputs": [], "source": [ @@ -912,7 +912,7 @@ { "cell_type": "code", "execution_count": 19, - "id": "derived-potato", + "id": "verified-bargain", "metadata": {}, "outputs": [], "source": [ @@ -946,7 +946,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "interested-survivor", + "id": "promising-burning", "metadata": {}, "outputs": [], "source": [ @@ -969,7 +969,7 @@ { "cell_type": "code", "execution_count": 21, - "id": "decent-reminder", + "id": "manual-handbook", "metadata": {}, "outputs": [], "source": [ @@ -987,7 +987,7 @@ }, { "cell_type": "markdown", - "id": "aerial-oliver", + "id": "moral-ensemble", "metadata": {}, "source": [ "### Assign the different compiled functions to variables functions (create the functions in python)" @@ -996,7 +996,7 @@ { "cell_type": "code", "execution_count": 22, - "id": "vocal-toyota", + "id": "known-effort", "metadata": {}, "outputs": [], "source": [ @@ -1022,7 +1022,7 @@ { "cell_type": "code", "execution_count": 23, - "id": "stone-inquiry", + "id": "capital-platform", "metadata": {}, "outputs": [], "source": [ @@ -1051,7 +1051,7 @@ }, { "cell_type": "markdown", - "id": "meaningful-sleeve", + "id": "balanced-james", "metadata": {}, "source": [ "## Functions to run the different models\n", @@ -1060,7 +1060,7 @@ }, { "cell_type": "markdown", - "id": "creative-strip", + "id": "characteristic-prisoner", "metadata": {}, "source": [ "### Varying surface resistance model" @@ -1069,7 +1069,7 @@ { "cell_type": "code", "execution_count": 24, - "id": "hollywood-franchise", + "id": "southeast-custody", "metadata": {}, "outputs": [], "source": [ @@ -1124,7 +1124,7 @@ }, { "cell_type": "markdown", - "id": "authentic-jacob", + "id": "processed-canada", "metadata": {}, "source": [ "### Constant surface conductance model" @@ -1133,7 +1133,7 @@ { "cell_type": "code", "execution_count": 25, - "id": "modern-butter", + "id": "tired-italy", "metadata": {}, "outputs": [], "source": [ @@ -1190,7 +1190,7 @@ { "cell_type": "code", "execution_count": 26, - "id": "dominican-entrepreneur", + "id": "initial-spank", "metadata": {}, "outputs": [], "source": [ @@ -1246,7 +1246,7 @@ }, { "cell_type": "markdown", - "id": "threatened-effort", + "id": "meaningful-title", "metadata": {}, "source": [ "### Benchmark Penman-Monteith model" @@ -1255,7 +1255,7 @@ { "cell_type": "code", "execution_count": 27, - "id": "variable-brother", + "id": "encouraging-monthly", "metadata": {}, "outputs": [], "source": [ @@ -1306,7 +1306,7 @@ { "cell_type": "code", "execution_count": 28, - "id": "sustained-panel", + "id": "descending-updating", "metadata": {}, "outputs": [], "source": [ @@ -1356,7 +1356,7 @@ }, { "cell_type": "markdown", - "id": "secret-halifax", + "id": "rotary-director", "metadata": {}, "source": [ "### Modified version of the PM equation\n", @@ -1372,7 +1372,7 @@ { "cell_type": "code", "execution_count": 29, - "id": "universal-paste", + "id": "eligible-relay", "metadata": {}, "outputs": [], "source": [ @@ -1428,7 +1428,7 @@ { "cell_type": "code", "execution_count": 30, - "id": "norman-atmosphere", + "id": "offensive-benefit", "metadata": {}, "outputs": [], "source": [ @@ -1484,7 +1484,7 @@ }, { "cell_type": "markdown", - "id": "adjacent-edgar", + "id": "limited-motor", "metadata": {}, "source": [ "### Priestley and Taylor model" @@ -1493,7 +1493,7 @@ { "cell_type": "code", "execution_count": 31, - "id": "unauthorized-physics", + "id": "german-participant", "metadata": {}, "outputs": [], "source": [ @@ -1539,7 +1539,7 @@ }, { "cell_type": "markdown", - "id": "unauthorized-editor", + "id": "timely-official", "metadata": {}, "source": [ "### Inverse modelling\n", @@ -1549,7 +1549,7 @@ { "cell_type": "code", "execution_count": 32, - "id": "august-acceptance", + "id": "former-latitude", "metadata": {}, "outputs": [], "source": [ @@ -1594,7 +1594,7 @@ }, { "cell_type": "markdown", - "id": "contemporary-throw", + "id": "worldwide-craft", "metadata": {}, "source": [ "## Calibration algorithm" @@ -1603,7 +1603,7 @@ { "cell_type": "code", "execution_count": 33, - "id": "honest-verification", + "id": "coupled-dover", "metadata": {}, "outputs": [], "source": [ @@ -1625,7 +1625,7 @@ { "cell_type": "code", "execution_count": 34, - "id": "hispanic-august", + "id": "innovative-feeding", "metadata": { "jupyter": { "source_hidden": true @@ -1760,7 +1760,7 @@ }, { "cell_type": "markdown", - "id": "chicken-somewhere", + "id": "bibliographic-track", "metadata": {}, "source": [ "Use the global optimizer from the `scipy.optimize` package. Minimize the squared residual :\n", @@ -1772,7 +1772,7 @@ { "cell_type": "code", "execution_count": 35, - "id": "surprised-reggae", + "id": "british-angle", "metadata": {}, "outputs": [], "source": [ @@ -1781,14 +1781,14 @@ " def residual(Coeff):\n", " return((model_run(Data, Coeff[0], Coeff[1])-Data[\"Fe\"])**2).sum()\n", " \n", - " coeff_opti = optimize.shgo(residual, bounds).x\n", + " coeff_opti = optimize.shgo(residual, bounds, iters = 5).x\n", " \n", " return(coeff_opti)" ] }, { "cell_type": "markdown", - "id": "exposed-coverage", + "id": "green-skirt", "metadata": {}, "source": [ "Function to compute the moving average of a time serie with a varying window size" @@ -1797,7 +1797,7 @@ { "cell_type": "code", "execution_count": 36, - "id": "ethical-pixel", + "id": "working-syndication", "metadata": {}, "outputs": [], "source": [ @@ -1826,7 +1826,7 @@ }, { "cell_type": "markdown", - "id": "assured-musical", + "id": "eastern-nevada", "metadata": {}, "source": [ "Define a non-linear stress factor function for later experiments" @@ -1835,7 +1835,7 @@ { "cell_type": "code", "execution_count": 37, - "id": "entire-marketing", + "id": "overhead-antarctica", "metadata": {}, "outputs": [], "source": [ @@ -1869,7 +1869,7 @@ }, { "cell_type": "markdown", - "id": "correct-importance", + "id": "right-carpet", "metadata": {}, "source": [ "# Part III - Experiments" @@ -1877,7 +1877,7 @@ }, { "cell_type": "markdown", - "id": "sized-mississippi", + "id": "adjustable-earth", "metadata": {}, "source": [ "## Reconstructing the artificial stress factor\n", @@ -1897,7 +1897,7 @@ }, { "cell_type": "markdown", - "id": "productive-writing", + "id": "voluntary-nursery", "metadata": {}, "source": [ "#### Use the data from Howard Spring, year 2016" @@ -1906,7 +1906,7 @@ { "cell_type": "code", "execution_count": 38, - "id": "cleared-grave", + "id": "informative-wisconsin", "metadata": {}, "outputs": [], "source": [ @@ -1921,7 +1921,7 @@ { "cell_type": "code", "execution_count": 39, - "id": "graduate-principle", + "id": "running-convenience", "metadata": {}, "outputs": [ { @@ -2334,7 +2334,7 @@ }, { "cell_type": "markdown", - "id": "respiratory-symbol", + "id": "apparent-effects", "metadata": {}, "source": [ "#### Calibrate the constant surface conductance model\n", @@ -2345,13 +2345,13 @@ { "cell_type": "code", "execution_count": 40, - "id": "systematic-cooler", + "id": "recorded-exchange", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([0.19241937, 0.045 ])" + "array([0.2125 , 0.01125])" ] }, "execution_count": 40, @@ -2366,7 +2366,7 @@ }, { "cell_type": "markdown", - "id": "regular-mayor", + "id": "fabulous-jacksonville", "metadata": {}, "source": [ "#### Run the classic model and compute the \"natural\" stress factor" @@ -2375,7 +2375,7 @@ { "cell_type": "code", "execution_count": 41, - "id": "streaming-deviation", + "id": "violent-grammar", "metadata": {}, "outputs": [], "source": [ @@ -2386,7 +2386,7 @@ }, { "cell_type": "markdown", - "id": "strange-champion", + "id": "ongoing-scottish", "metadata": {}, "source": [ "#### Run the constant $g_s$ model and compute the \"artificial stress factor " @@ -2395,7 +2395,7 @@ { "cell_type": "code", "execution_count": 42, - "id": "fundamental-photograph", + "id": "diagnostic-comfort", "metadata": {}, "outputs": [], "source": [ @@ -2407,12 +2407,12 @@ { "cell_type": "code", "execution_count": 43, - "id": "personal-elder", + "id": "offensive-reunion", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -2442,7 +2442,7 @@ }, { "cell_type": "markdown", - "id": "spatial-miami", + "id": "sophisticated-island", "metadata": {}, "source": [ "**Investigate the relation between soil water content and stress factor value**\n", @@ -2452,17 +2452,17 @@ { "cell_type": "code", "execution_count": 44, - "id": "starting-acrylic", + "id": "strong-license", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[-3.87982537]\n", - "[-2.93573647]\n", - "[-0.93205236]\n", - "[0.83637457]\n" + "[-0.38789814]\n", + "[-0.1144755]\n", + "[-0.25642432]\n", + "[-0.27947896]\n" ] } ], @@ -2498,7 +2498,7 @@ " Stress_nat=Data.Fe.to_numpy()/TimeSerie_class\n", " \n", " # create a dictionnary out of that\n", - " dic = {\"Comp_gs\":mv_average_numpy(Stress_art, 3),\"Theo_gs\":mv_average_numpy(Stress_nat, 3),\"Theta\":mv_average_df(Data,\"Sws\",3)}\n", + " dic = {\"Comp_gs\":Stress_art,\"Theo_gs\":Stress_nat,\"Theta\":Data.Sws}\n", " Res = pd.DataFrame(dic)\n", " \n", " # sort it according to theta values\n", @@ -2523,13 +2523,13 @@ }, { "cell_type": "code", - "execution_count": 45, - "id": "pending-folks", + "execution_count": 64, + "id": "empty-commonwealth", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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7hwM9uTzAWrsB2JB02z8k/PtF4C88GZ2IiIhUrIa6BuY0zfG0jpuI1zQ3FpFcFapWqYyM3+cd3X3dAKx9fi2t21ppmdLCVZGrPH3uNVvWsHHXRnYt3uXJ8/pB44pGZjfN9nWtcZGgchWoNsZMACYm3PQRY8wFKTYdDXweeGXkQxMRERHxVseSjlIPIaP2aIzWTTvZt7+TMfURWqY3MaO5odTDEhERH/N7MLSS+X3e4UgMKp/6kVO5hEtG/JzJF0/KiZON7gT3FbAW8Y7bjOoW4P8CduC/vx/4L5kB4gPbi4iIiIhL7dEYd7dF6erpA2Dv/k7ubosCKFgtIiJpBSUYKv6VGFT+SOQjnj1XOV88SZWNroC1yMi5DVSvB16nPxD9HeB+4LmkbSzwPvAra+0bHo1PREREpCK0bto5GKR2dPX00bpppwLVIiIi4rlUQeWnnnoq7+erxOz+ci5xIlIKrgLV1toXgBcAjDEfAn5krY0WcmAiIiIilWTf/s6cbhcRERHJVyGCyh1LOmiPxvjCfds50LkFgCMj1Xz+sslle9G9nEuciJRCzs0UrbVfLcRARERERCrZmPoIe1MEpcfUR0owGhEREfGCXxvvFaJkTHs0xp2PvUBf3A7e9l5nD3f99AWgvEqZVUqJE5FiC+X6AGPM/zHG/EeG+39mjPnfIxuWiIiISGVpmd5EbXV4yG211WFapjeVaEQiIiIyUk7jvUkrJ7GobRF7Duwp9ZA81x6NMW9lO8vXbxsSpHb09llaN+0swcgKo6GugQVTF/DqF19l9azVClKLeCjnQDVwA/Byhvt/C9yY12hEREQyaFzRWLYTfJEZzQ3cPKuZsfURDDC2PsLNs5rLKvtIRESkEnX3dXOw92BZBqydZtCpVoUlKqdSZh1LOhSgFl8qh/PlfALVJwOZ6lPvGNhGRAKsHD7gpPxUQkaKVLYZzQ2sWzyDJ5bNYt3iGQpSi4iIlBEnYL1myxrOaz2v1MPxRKpm0KmolJlI4ZXD+XI+gepqYFSG+0dluV9EAqAcPuCkPJVzRoqIiIiIlK+acA2RqggLpy3k2RufLfVwPOEmU7oqbFTKTKRIgn6+nE+g+rfAJRnuvxTYld9wRMRPgv4BJ8GXKbO/HDNSRERERKT8OAHqcqxrnJwp/XR8Pi/GV9Nl3wXgyEg1X/r46VolJlJkQT1frsrjMd8HvmaMuR243VrbDWCMqQZupT9Qfat3QxSRUuvu6wZgzZY1bNy1kV2LdS1KisPJ7G/d1krLlJYh9yV32hYppfZojNZNO9m3v5Mx9RFapjfphExERERoqGtgTtMcll24LLDB6VUbomzY+gZxawkZw8wzTuCmmc1AfzPou9uig+U/uniHGE+y17TzmTNuZNkFyxhXN66UwxepSEE9X84nUP1N4Arg74HPG2N+M3D7R4DRwDPAXd4MT0T8IKgfcFIenAsla59fC0CIEDXhGm6cemOgJ/xSPpwmQs4J2t79ndzd1t/OQ8FqERGRytaxpKPUQxiRVRuiPL5l9+DPcWsHf75p5qGmz84FewBLL93x3iEJJwpYixRHcvwmaOfLOQeqrbU9xphLgb8B/gqYOnDXb4E7gG9Za3u8G6KIlErQP+CkvDgB6zhxjjviOFbPWl3iEUklS8ygNsYQt3bI/V09fbRu2qlAtYiISBaNKxqZ3TRbgUyfceY6e9PUoN6w9Y3BrOoZzQ2Dcx7z1UPbaGWuSHGVwwqOfGpUY63tsdZ+3Vo7xVp7+MB/U621dypILVIeGuoayrKGmgSXU9tv0ZmL6OrtUs10KRkng3rv/k4sDAtSO9w0FxIREal0auLuP6s2RFm+flvaIDWkn/8kKsfmkSJ+5Vz0u/WCWwMdv8krUC0i5a9jSYcC1OILqZrPvPXBWzqhkZJp3bRzsMxHJsnNhURERCQ1NXH3jwOdPUNKfaQTMibtfeXcPFLEr8rlol8+NaoBMMacCZwNHM3wgLe11t4+koGJiIhkWrqUWLtate+kmNxkStdWh2mZ3lSE0YiIiJQPlYoovbcPHMRNTuPMM05IeXs5lB4QCSrnM/SBrQ8E9hw550C1MSYC/Ai4FDCAHfh/Ev5tAQWqRURkRNw0n9EJjRTbmPpIyqWwIWOw1jKmPkLL9CbVpxYREcmRmriXXm9fnEyB6pAxzDzjhMH61MmC3jxSpBz0xHvoifdw3+b7AneOnE9G9T/QH6T+Z+DnwCZgPrAX+P+ACPBprwYoIiKSiU5opNhapjdxd1t0SPmP2uowN89qVnBaREQkD2riXhqJzaGdC+1V4fRB6qVzp2iuIxIgIRPi/Anns+fAnsBkVedTo/oa4N+stf8A/Hrgtpi1diNwMVAD3ODN8EQqR+OKxkDXERIpNtW+k1KZ0dzAzbOaGVsfwQBj6yMKUouIiORJTdxz58W5Y3Jz6L37O7m7Lcrho6qorQ4P2/7KaRM01xEJmD7bx7rt6ziv9bxSD8W1fDKqTwBWDPzbSSWqAbDW9hpjvg98nv7sahFxySl8H9Q6QiLFpNp3Umozmht0siYiIuIBlYrInRfnjqmaQ3f19PHBwTg3zzpjWKa15j0i/tZQ10DsQGzIbWET5lPNn+KOS+4o0ahyl0+g+kDC4w4AcWB8wv37AUUNRPKg5nAi7uiERkREREQq2UjPHdM1h+7ti+uCvEgAdSzpwHzVDJZS6uztJBwK88iLj3BYzWGBiS3lU/pjF/BnANbaPmAH/eVAMMYY4GrgDa8GKFKJuvu6Odh7kDVb1gRqiYaUJ7+WpfHruIKqkvZnezTGvJXtXH57G/NWttMejWV/kIiIiIgP5XvuOKY+kvL2TDWqRcTfEkspwaHPh7XPr2XSykmBON/L5xPoP4BPGGOcokVrgMuNMbuAl+mvU73Wo/GJVCSn9u7CaQt59sZnSz0cqXDO0kK/fbH5dVxBVSn7M109RgWrRUREJIjyPXdsmd40rBZ1bXWYY+tGeT1EESmSjiUdKWv9BykZMp9A9R3AdMAAWGvvAW6hv+THH4C/A77u1QBFKomaw4lfjfRKbKGydYN4hdjPvNqffs7OTlePsXXTzhKNSERERCR3Iz13TNccui5SXbhBi0hJBCkZMmuNamPMd4A11tpfDNx0BvCStbbX2cZau4JDDRZFJA9qDidB4NTCW7NlDRt3bWTX4l2uHlfoZqH5jktSG+n+9HNz2HT1GNPdLiIiIuI3Xp07pqpF/dRTL490eCLiE0696pYpLYGJNbnJqL4BOCnh503AJQUZjUgFS7dEQ8RPRnIltpDZz0G6QhwEXuzPUma7Z6pBna4eY7rbRURERPxG545San5eQSn9EutVB+nzwk2g+m3guISfTYHGIiIiPuVlWRov62OpXI63CrE/i10PbdWGKMvXb0tbgzpdPcaW6U0FH5uIiIiISDkIen+bSgi0B/WCVtbSH8B/A7caYybQX4Ma4GpjzIczPMZaa28f8eikojWuaGR202xfLRkXqURel6VJXn7kl3FVukLtT69+35ms2hBlw9Y3iFub8n6nBnXi8tbWTTvZt7+TMfURWqY3DVv2KiIiIuJn7dGY5jNSUk65QL+W/MvEz6UKK52bQPXNwIPAYvqzqS1w9cB/6VhAgWoZEX1wiPhDx5IOT57H6/pYXo1L+nm9P4tVD23puufY9vq7WbdLrEGdqh6jiIiISFC0R2Pc3RYdbBDtrCADNMeRogtqv6AgB9rLWdbSH9ba1621FwIRYCL9weqbgRMz/DepMMOVSlPKGqfFUAnLTUQguPWxJD+F+H0nf162R2Nce+fPXAWpQTWoRUQkd5U6V6/U9x0krZt2DgapHc4KMpFiC3q/oGKXKpTM3NSoBsBa222t3U1/dvUvrLW/y/Rf4YYslahcPziCXtdJxK2g1seS/BTi9534eXnePX/JbT9u573OHtePVw1qERHJVaXO1Sv1fQdJ4koxN7eLFEK59AsKeqC93C4uug5UO6y1LdbaXxRiMCLpBP2DI5NyzxoXEfGK83n53/t+xDN2AS/GV9Nls2dUXzltgpbBiohIXip1rl6p7zso0q0U0woyKZZyWDFbLoH2cru4mHOgWqSYyuWDw41yzRoXERmJ9miMucufGHKbpZc43XTwBL+0f5v2sWPrIyydO4WbZjYXepgiIlLmKnWuXqnv2+9apjdRWx0eclttdVgryKRogr5ithwC7YnK6eKim2aKIiXRUNfAnKY5BW3C5SfJjcdERCpZezTG679/j0ee2TbsPkMVhhDjuZiTzPXD7p8ycTTL551bhFGKiEgqjSsamd00u6yaUlXqXD2f912Ov/9ia4/GaN20k337OxlTH6FletOQ1WHOvzNtIyLped1I3i+C2tgykQLV4lvl+sGRLHnyVwlBeRGRTJaue45tr7/LNR+2Q25PDlDXmqOH3F8XqWbRZZN1kiYiUmLOMuTWba39c9wABywrda4+kvddTr//UmiPxri7LTrYLHHv/k7ubosCDAtWa84jIonK4aKqAtUiJVRpWeMiIpn0n5htp6snPuy+Wo5hDGenDFBDfx1qlfgQEfEPJ6sryAHLSp2r5/q+U2VQl8Pvv1RaN+0cDFI7unr6aN20U4FpEUmpnC6qKlAtUkKVkjUuIpKOs7R1b5Yu9ReGHkx5u7KoRUT8LcjLkCt1rp7r+07OoE4U5N9/qexLMydKd7uIVLZyu6jqSaDaGFMFzAFGAz+11r7lxfOKiIhIeWqPxrhn4w4OdPbk9fhITZjFM5sVoBYR8Tk/LENWzeTCS8ygTuSH33/QjKmPpLyAP6Y+UoLRiIjfldtF1ZwD1caYrwPTrbV/PvCzAf4DOB8wwL8YY86x1upSqYiIiAyzakOUx7fszuuxyqAWEQkGPy1DVs3k4nEC1gAGw4KpC0r++w+alulNQ2pUA9RWh2mZ3lTCUYmIFEc+GdWX0x+YdnwcuAD4OrANWAV8BfjsSAcnIiLBpMwlSac9GssrSD1l4miWzzu3ACMSERGv+XEZsmomF0dNuIbuvm4mj5nM9z7xPU477rRSDylwnIvxrZt2sm9/J2PqI7RMb9JFehGpCPkEqk8AXk74+ePAa9barwAYYyYDf+3B2EREJKCUuSSJnDrU+/Z30r8Qyz1jYNYZapQoIhIkfl6GrJrJ3nESE8BfGfTlYEZzgwLTIlKR8glU1wC9CT9PZ2iG9auAohEiIhWuWJlLyt72r1UborRt3Y21h26ziT9kMLY+wvFH9fHErZcUaHQiIlKJVDPZO05iAsDJo0/m4asf5vTjTy/xqPynPRrj3o07eG+gL4fKmImIpBfK4zFvAOfCYPb0JODphPvHAu+PfGgiIlIOuvu6Odh7kPs238d5refl9NjGFY0salvEngN70m7jnCRNWjkp67ZSPEvXPcfjW4YGqbM5MlLN0rlT2LhsFusWz6AuUl24AYqISEWpCdcQqYqwYOoCXv3iq6yetVpZvx5wEhNefvdlzll7TsnnYm7mjsXUHo1x109fGAxSAxzo7OHOx16gPRor4chERPwpn0D1D4D5xpjHgceB94ANCfdPBbR+SkREhgiZEOdPOD+nEwe3QWgnGF6KgLXfTohKbdWGKJf/UxvbXn837TZPx+fzYnw1XfbQNldOm8C/3XKpsotERMRzDXUNBQ9QV/p8wJmLrdmyJufEBC/5LYGhddNOevuGX7Xvi1taN+0swYhEpFyU6/dOPoHqrwHfpT+r2gKfttb+EcAYUw/MBn7u0fhERKRM9Nk+1m1fl/PJSy5B6GKcJCVPCPx2QlQK7dEY81a2c9ntba6yqLt4hxhP8oxdwGtVa1hw2TjVoBYRkYLpWNJR8AzqSp8POBnrC6ct5Nkbny3pWEqZwJBs3/7OvO4TEcmmXL93cg5UW2u7rLWfsdYeY62dZK19LOHuA/TXp/5HrwYoIiLB01A3NCvWi5MXN0HoYpwkJU8IEsdWiImC36+Ut0dj3N0WZW+OJ1uWXuJ087u+jXz6yb/w9XsUERFxw08B0mLxc0mVYmd5OxfuL7+9jXkr22mPxhhTH0m7fab7RETcKMfvnXwyqtOy1sattfuttT3ZtxYRkXLVsaQD8PbkJVMQutgnSYkTglS3e3lC5Pcr5a2bdtLV0+d6+1HVQ6ceflkqLCIiI+f3i6vFUinfbcUoqTISxczyTrxwb4G9+zu5uy3KWR8eQ1XYDNs+HDK0TG8q6JgqjT5/pJKV0/eOJ4FqY0yVMeYTxpjPGmP89e0kIiIl4dXJS7YgdClPkpwGQslj9fqEyC9XylNlCuWybHXKxNH85CtXDLnNT0uFRURkZPx+cbVYKuW7rRglVfJRiizvVBfuu3r6+OUr+/jSx0/nyIQG0XWRam6ZfXravhwKuOZHnz9S6cImzLzT5gX+e6cq1wcYY74OTLfW/vnAzwb4D+B8wAD/Yow5x1qrhooiIhXMyaoeiYa6BuY0zWHZhcvSnmB48TrZNK5oZHbTbJZdsGzI7TXhGrr7ugkRoiZcw41Tb8w41pFyAuNrtqxh466N7FpcvK9aJ1PIOQlzMoXqItVDOtmnMqo6xBdnnTbkhKwmXEPYhGmZ0lLQfSYiIsXlfFetfX4trdta+z/nL1jGuLpxJR5Z4TnzgpNHn8zDVz/M6cefXtDXS5yfVML+dcPN3LEQ0l2437e/kxnNDTk1i3YCrpX29+OFSv78kcrknFN19nYSMiEe2fEIh1UfFujjPp+M6suBZxJ+/jhwAfAN4K8GbvvKCMclIiLim0ydxAwNgOpQ9WCmzvGHH8/CMxfy2s2vFXyspczQSpcpZIHa6nDKx4SM4cppE/jJV64YcoLm96XCIiIycuW0DNkN57sN4OV3X+actecUPKtTGaTDFXru2B6Ncc2dP+Oy29u47PY2rr3zZxlrUedbh9ovq+kgmBnelfb5I5Up8ZwKoCfe45vPjZHIJ1B9AvByws8fB16z1n7FWvsD4D7gY14MTkREylMpJ7z5vrYz4QWI2zjXTb6OWy+4lT237ClagLqUwd10mULvd/Zw86xmxtZHMMDY+ghL505h47JZ/PutM7lpZvOwx/jlAoSIiBROpZS/cDjfbZA6yNgTT736aKRzIj8FNMtdezTGnY+9wIGElWTvdfZw109f4KwPjxl24b62OjziOtR+CLgG8YJIpX3+SGVKd07lh8+NkcgnUF0D9Cb8PJ3+0h+OV4Fg5peLiEhRlHLC68Vr99k+1m1fV5Qv/lJkH+fStX5MfYQZzQ2sWzyDJ5bNYt3iGTktbxURkfLih4urheY2uJwYLNj59s6U23g1Jwp6YCIIWjftpC9uh93e22f55Sv7hl24v3lW84jnRH4JuAblgkglfP6IZOOXz4185ROofgM4F8AYMxmYBDydcP9Y4P2RD01ERLzmp6V7pZzwjuS1i/3FX8zsY2c56/L121J2rS9EppCIiJSPSint5Da4nDhn+MixH0n7fF7MibLNT/w0BwyqTA2knVrUXl2492vA1c8XRCrl80ckHb9+buQqn0D1D4D5xpjHgceB94ANCfdPBdRIUaSMaaIbXH5culfKCW8ur10uX/zpOM0SD6RojOh0rS9EppCIiJSPSirtlCm4nGrOUBWqcv2cucyJ3M5P/DgHDJpM9abzrUWdip8Drn7O1Kykzx+RZH7+3MhV9m/L4b5Gf53qucB+4NPW2j8CGGPqgdnANz0an4j4kDpRB5sfu2GHTZhPNX+KOy65o6iv63RJbpnSwrILl6XdrlQd5IspVbPERPl0rRcRESl3zrxqzZY1bNy1cURzBrfzEkeur+XHOWCQtExv4s7HXhhW/qMqbDxdYdaxpMOz5/JK8rFZrvNhkaDy4+dGvnIOVFtru4DPDPyX7AD99an/lMtzGmMuB74FhIEHrLXDIhXGmOuAfwQs8IK19q9yG7mIeEkT3eBLPrHatbh0i2HCoTCPvPgIh9UcVpTjKNfJdjl98aeTaTkreJspJCLpaV4sEixeBPDyfY585yd+mgMGiXOx/p6NOwZXoB0Zqebzl00u6wv5lZCwISL+kU9G9SBjTC1wLLDPWtttrY3Tn2Wdy3OEgdXAJUAH8CtjzGPW2hcTtjkZ+P+Av7DW/sEYM3Yk4xYR72iiG1zJJ0WNKxqZ3TQ770Cx8/irIldl3bahroHYgdjgz8U8jjTZTm1MfYS9aYLVqkUtUhyaF4sEh1cZpqWYl+SauR0kI53PZlOJq8sqIWFDRPwjnxrVGGPOMMa0059BvRs4b+D2scaYnxtjLs7h6c4CXrHWvmqt7aa/BvacpG0+C6y21v4BwFq7N59xi4j3/FynrBx5UR88XS3DkdYudB4f3RvN+vjkCW8xj6NKrF/XHo0xb2U7l9/exryV7bRHY8O2aZneNKxZIvRnCqkWtUjRaF4sEgBe1gIt5ryk3PttgGpxi4gEnbHWZt8q8QHGTAGeBd4GngRagEuste0D9/83sMtaO8/l810DXG6tXTDw8zzgbGvtFxK2WQ/8FvgL+pdB/qO19okUz/U54HMAxx133LQf/OAHOb23oHn//fc54ogjSj0MKQO5Hktb9mzBYDDGcEzkGMbXjXfVIEZGztn3GDg2cizj6sZRHap2/fjtv9/OUaOOSvk727Jny+C/83kN5/GNtY3EumJZH6/jqDj2vtfJ/g+6h9xmjOG4+gh1kaG/lwOdPbx94CC9fXGqwiGOrRs1bJti0veceKlYx9P06dO3WGvPzOexXs6LB7atiLmxPiu8p33qvVLv00xzwCBL3q8jnc9K6Y/VcqX96j3t08Lwer/mOjfO5xvqNuBNYCowCrgx6f6fA9fl8byZVAEnAxcBjcB/GmOanSaODmvt/cD9AGeeeaa96KKLPB6Gvzz11FOU+3uU4sj1WPrUik+pdEKJTP/q9MF/14RrCJlQTvXBL+IiV8/tCJkQE4+a6KoUh/P4O//sTm757S1ZH6/jqHDaozFaN+1MKOUx/Ot+bH2YdYsvKuq4cqXvOfFSGR1PrubFUDlz4zL63fqG9qn3SrVPB0thzCzPXjLJ+9XNfHbVhigbtr5B3FpCxjDzjBO4aWZzsYbse/r7LwztV+9pnxZGqfdrPqU/zge+ba19n/4GLsl2A+NzeL4YcELCz40DtyXqAB6z1vZYa1+jP4vk5BxeQ0Q8VImlE/you6+bg70HWbNlDee1nufpc6crxZGq9Ihzm5vHJ9JxVBjt0Rh3t0XT1pt2ZGueKCIloXmxiHiqkkthpJqPrtoQ5fEtu4kPrCyPW8vjW3azakO0lEMVEZEB+QSqR5G5YeKROT7fr4CTjTEnGmNqgE8CjyVts57+rBGMMccCfwa8muPriJQVL2oVS7AVoq5zttqFqU52nNugP2PFGFPWtQ/9atWGKFf80waWr99GV09f1u3H1EeKMCoRyZHmxSI+F8Q5uJPc4CZgHcT3lyzTfHbD1jdSPibd7SIiUlz5BKp3AdMy3D8DeDHD/UNYa3uBLwAbgZeAR621O4wxtxljZg9sthF4xxjzIrAJ+LK19p08xi5SNio5O6LSjbQRTroTELeNgZJPdpzbgP51NhYsllx7IEh+2qMxZt/x70Oyg9xomd5UwFGJSD40L5ZKFaTgaJDn4NlW4zWuaAz0+4Ps89l0c6Vc5lAiIlI4+QSqvwfMM8ZcnHCbBTDGfAm4HFiXyxNaazdYa//MWnuStfafB277B2vtYwP/ttbaJdbaU621zdba8uwEI5KjXLIjpDx40WU+3QlIrqU4nOMvUZw4FluQciQynFPmo6snntPjrpw2gRnNDQUalYiMhObFUomCFhwN6hw822q82IH+SkNBfX+QfT4bMian20VEpLjyaaZ4J3AJ/dkcv6E/SP1NY8wY4HjgSeAez0YoIlk52axrtqxh466NrhrfSTB1LOnw5HmcY2bt82tp3daaU0NGR024hrAJ09nbOeS2kAmxcNpCll24zJOxyiFOk8R9+zsZUx+hs7vXVZkPx9j6CC3TmxSkFhER3/FiblJsQZmDO3O2liktOTWxdt7ffZvv8/X7S5apWeLMM07g8S27hz1m5hknDLtNRESKL+dAtbW22xhzCXAT8NfAQfpr470MrAC+Za3NLbVLREYkefLpN4Pdxn1+slGJ8jnBSj7ext01bshtzZFm/mbG3xR66BmV2zHXnzm9fUjmdLZmiQ4Fp0VEJEiCEvwF/8/BoX813pymOTkFqJMdUXOEZ/1QCs1pluhwmiUC3DSzeTBgnS6QLSIipZVToNoYEwGuBXZaa78JfLMgoxIRV/LNjig2ZzlnULJjKkmuJ1ipTnaSb3vqqacKPOrsyumYa4/GuPOxF+iL51478cppE3TiJSIigRKE4G9Q5uAwstV4YRNm3mnz+NrFX/P1e0yUqVmiMydKDFiLiIi/5JpR3QV8G/gi8AvvhyMibnmRHVFMQVzOWc7yPcFKdbLjVTkSr6U75v78238emGzr9miMb/zkhZwb/BgDs85QkFpERIIjKMHfoM3B8xHEALVDzRJFRIItp0C1tTZujHkDOLJA4xERl/waHMwmn+Wc5VbGodRSnWCV8z5OPuaCkm3tNErMdmJ1ZKSaUTVVg3WrVeZDRESCJkjBX7/Nwb2cwwXp95BOyJiUcyc1SxQRCYZ8mik+CMwzxnzLWtvl9YBEpLzls5wzKIFFv8h2wpLqBKuc93Gqmtp+zfBPbJZo0pxoJfv8ZZMVmBYRkUDzW/A3SLycw5XD70HNEkVEgi2Ux2P+G+gFthljbjLGXG6MuSD5P4/HKSIBVxOuIVIVYcHUBbz6xVdZPWt1Tpka3X3dHOw9yNrn1zJp5SQWtS1iz4E9BRxxcDknLLnup3Lbx26OOec9r9myhvNazyvRSPs5GdR793dicbdE9cppExSkFhERqXDlNocbiZtmNnPltAmDGdQhY9SzQ0QkQPLJqH4y4d/fApLPpM3AbeF8ByUi5cXLZYRB6gRfSiPJGC6Hfez2mCtlw6b2aIx7N+7gvc4eoL+utNvyiUdGqpVJLSJSQuVcMkuCqxzmcF5Qs0QRkeDKJ1B9I8OD0yIiaXm5jDAIneD9JNUJS7aT63LYx9mOuVI3bGqPxrjrpy/Q23fo69RNkLq2OszNs5rLJkCtQI+IBFU5l8yS4CqHOZyIiFS2nAPV1trvFmAcIiIZlTqwGFSpTlhSnVyn2rZc93GpGgVlqz/9dHw+YziLk8z11JrRg7eHjMFaW5aNEhXoEZEg82u/A6k8lTKHExGR8pdzoNoY8x1gjbX2F2nuPwtYaK29caSDExGB8uhAXmzZTliST64Prz6ca065hjsuuaPs93EpGgU59ae7evoAsCnSp7t4hxhP8qb9OePtxzjJXM+RNWPKKoM6FQV6RCToVG5BSqkc58mJF/fL8UK9iIikl0/pjxuA/wBSBqqBE4H59JcIEREZsXLoQF5MuZywOCfXIRPimTeeKZsTHD/IlkGdiqUXC8R4kj3258wc/5ecMnF54QfrAwr0iEhQqdxCecmnLFUpS1mV2zw5+eL+3v2d3N0WBVCwWkSkAoQK8JyHAz0FeF4REXGhY0kHq2etdhV0rgnXEKmKsHDaQp698dkijK4yOCdZe/d3YsFVkDqRpZc+uml7/WHOaz2vMIP0GR2LIhI0zufWgqkLePWLr7r+7hV/c8pSTVo5iUVti9hzYE9BHiNDtUdjzFvZzvL12waD1I6unj5aN+0s0chERKSYXGVUG2MmABMTbvqIMeaCFJuOBj4PvDLyoYmISKGolmFhOFnUe/d3utremNRNFCspO0/HoogEUTmWW5BD8ilLVamlrLzIJk/Ook5ln8u5lYiIBJvb0h8twP8F7MB/fz/wXzIDxAe2FxERHyrFyXUpl8QWQ3s0xr0bd/Bep/sFRbXV4SH1p81XKy9oq0CPiARVuZVbkNTyKUtVaaWsvGiM3LppZ8YgNcCY+shIhikiIgHhNlC9Hnid/kD0d4D7geeStrHA+8CvrLVveDQ+ERHxWClOrr04ifErN1lAjpAxWGtTNgaqxKCtAj0iIuJn+axwqqRVUQ4nOH/v5nu5f8v9/HXzX3PHxXe4nutly5aurQ7TMr1pxOMUERH/cxWotta+ALwAYIz5EPD/rLW/LuTARETSKffs3HJVTktivcigTqagrYiIiD9kW+HkzEV//NKPueqUq1w9plL02T4e2v4QP/7Nj9n5hZ2u5nlj6iNpy6aNTXFxX0REylfOzRSttV9NDFIbY6qMMf/LGHOtMWayt8MTERlODWuCrbuvm4O9B1mzZU0gGwW2R2Pc9dMXcgpSj62PZAxSi4iIiD801DVkbZDpzEXf+uAt1mxeA8DJo0/muc88p6aaA7r6ulzP1VumN1FbHR5yW211mKVzp7Bu8QzNn0REKoirQLUx5iJjzEpjzNik208EtgDPAD8AthtjvuP9MEVEhnKCnQpYB09NuIZIVYSF0xby7I3Plno4ri1d9xyX3d7G8vXb6O1L0QExhVKcZDWuaCzZ30MpX1tERMQLHUs6XAWbnZViceIAvLTvJc5+4OyK/B505naJcklMmNHcwM2zmhlbH8GgC/wiIpXMbUb1DcBl1tq9Sbd/F2gG/hv4JvAiMN8YM9+rAYqIZBL07NxK4pzEZMtS8pv2aIyZ/9zGttffzelxdZHqkpxklXLFgVY7iIhIpYoTp6uvq+LmpIkZ6IlyTUyY0dzAusUzeGLZLN9mUVfKBfntv99eEe9TRPzJbaD6LOBniTcYYz4CnA/8p7X2fGvtLQPbvQx82tNRipShSpnoFFpQs3MrjZtltH60akOU5eu30Rd3/5ix9RGWzp3CD2+5tGQnWaVccaDVDiIiUolChBgVHlVxc9LkDHRnbn7W6Ks4J34/r2ydScvdW1m1IVrikY5cpVyQ74n3VMT7FBF/chuoPp7+AHSiiwALPODcYK3tBL4HnObF4ETKWaVMdAolqNm5lcrtMlo/aY/GeHzLbtfbh0PGd7UUS7niQKsdRESknNWEa4CEAPWZC3nt5tcCN9/xUkNdA5dP+CQXhB/gsHfmUc3RAMSt5fEtu8siWF0pF+Qr5X2KiP+4DVTXAslteP984P+fTrr9DaB+JIMSqRSaAOQnqNm55c5ZJdATd99k0E/aozHmrWzn8tvbmLeynXs27nD92LpINbfMPt03AWpHKVccaLWDiIiUK2cuevzhxytAneChS36BffN6bE/qcMCGrW8UeUSFUykX5CvlfYqIf1S53G43MDnptvOAvdba5G+bw4A/jnBcIhXFacayZssaNu7ayK7Fu0o8In/rWNJR6iFICs4qgQ9/+MP8uO3HLLtgGePqxpV6WK60R2Pc3Ralq6cPgL37k6/NpjZl4miWzzu3kEPLS024hrAJ0zKlhWUXLivqiXMpX1tERKQYnLno6lmrSzwSf2iPxrh34w7e68ycrBC37ppRB0HyfKdcVcr7FBH/cBuofgb4tDHmAWvtr40xVwEn099MMVkzEPNofCIVQROAYGhc0cjsptmBCsAWW3dfN9Za1j6/ltZtrf3HtI/3V3s0Ruumna4D04n8GqRuqGtgTtOckgSJS/naIiIikp3X89lVG6KuS6WFjBnx65VapVyQr5T3KSL+4zZQ/TXgr4EXjDHvAMcA3cBdiRsZY8LAbOD/eTlIkXKVagKgYKh/ORnDQQjAlprfVwms2hClbetu8knsuXLaBG6a2ez9oDxSyhUHWu0gIiIyMoU+F/ByPptrP4+ZZ5yQ1+v4RaVckK8OVbNg6oKyf58i4k+ualRba18DLgQ2AO8A/w5cZK1NLuA5feD+n3g5SJFylK7Ospos+pvqirsXNmHmNc/zXX1iJ/PHTZD6yEg1Y+sjGGBsfYSlc6f4OkgtIiIiwVaMcwGv5rOtm3a63tbvF/rdCGJz8HycdtxpFfE+RcSf3GZUY63dDHw8yzb/QX/pDxHJIlPmoZONquxd//J7xnCp1IRrCJn+a6DhUJhHXnyEw2oO89Xx67aRT211mM9fNtl3DRLLlVaTiIiI9CvWucBI57P7spROCxnDl+f4r9m0iIj4l6uMahEpDXVZ9q+acA2RqggLpy30XcZwqTirBJrH9l+vLHX2eXs0xryV7Vx+exvzVrbTHu1vn+Cmkc/Y+gg3z2rWiVURaTWJiIjIUIU+FxjpfHZMfSTtfeGQgtQiIpI7BapFfEzBUP9xfiepyrZUOmc5ZFVo6GKdUlxwaY/GuLstyt79nVhg7/5O7m6L0h6NZWzkU1sdZuncKaxbPEMnViWQfHFj9/7dOQesG1c0KtAtIiJloVDnAl7NZ1umN1FbHR52e211iFtmK0gtIiK5c136Q0SKR12W/alSGqh4Lfl4LqT2aIzWTTvZm2IpaldPH62bdjLzjBNSNv6prQ4pi9onnKXI+/60j/Naz8tpKbKanoqISNAV8lzA7Xx21YYoG7a+QdxaQsYw84wThtWYduZMrZt2sm9/J2PqI7RMb9JcSkRE8qZAtUgapaqXqmCof2WqKy7DFfOCS3s0xrfatnOwJ55xu337OwdPsrKdfEnpOMfOmMPG5JVBpjr/IiISVIU+F8g2n22PxrjzsW30JUyp4tYOXuRPFaxWYFpERLyiQLVIGqXKylMwtHxVUrO4YlxwaY/GuHfjDt7r7HH9GKeW4k0zmxWY9qHkixu/2fybER0/anoqIiJBU8pzgaXrnmPb6++mvX/D1jc0fxIRkYJSjWqRDErdDE7KSyU1i3PqVRcySH3XT1/IKUhdWx2mZXpTQcYjI+c04/Sy9rvq/IuIiLizakM0Y5Aa3DWkFhERGQkFqkVcKEUzOClPuvgxcu3RGN/4yQv09rk/WRpbH1H9aZdK1Yww08WNXMekpqciIiK52bD1jazbZGpILSIi4gUFqkVcUFaeeE0XP3K3akOUy25vY/n6bTll9CydO4V1i2coSO2SHzP/3Y6pcUUjh1cfzvWTr1eAWkQkhVJdjBT/czO3mnnGCUUYiYiIVDIFqkUyUFaeFIoufri3akOUy29vG2zik4srp01QgDoPfsz8dzOm2IEYPfEeHnnxEW57+raSj1lExG/8eDFSiq89GmPeynYuv72NeSvbaY/GsmZLT5k4WvWpRUSk4NRMUSSNYjSDk8qT3CxOx1Zq7dEYrZt2snd/Z16PPzJSzecvm6wg9Qj5sRlhtjE595eiGa6ISBBU2udkJTWzzqY9GuOejTs4kNDjY+/+Tu5ui3Lah45OW6P6ymkTFKQWEZGiUKBaJI1SdtyW8qSLH+60R2Pc3Ralq6cvp8fVRapZpOC0p5IvrPiB2zH5McguIuInlfI56WSRV0JQPp1UAepEXT19vPmHTq6cNoG2rbtxqoDUVoe4edZpmlsl0IUPEZHCUqBaRKRIdPEjs3yzqGurw2qU6DE/Zv7nOiY/BtlFRPykkj4nKy2LPJHbBIB9+zu5aWazMqez0IUPEZHCUo1qEREZES8aMzknUbkGqSM1+Qep1VAqtYa6Bt/V5c9lTOotICKSWSV/TlZiM+vWTTtdrVIbUx8pwmjKgx97eYiIlAtlVIuIyIgkZ5ZcFbnK1eOyLUPNZqT1EpURk5ofM//djknldUREMqv0z8lKyiJ37HORBFBbHaZlelMRRlNeKqV8johIMSmjWkSkQnmZUZyYWRLdG836vO3RGHc+9kLOQeqQMVw5bQIbl83yZGmqMmLKS8eSjorKDBQRyVWlfk5myyIv51VW2TKlj4xUc/OsZj795Nlluw8KxTmuFk5byLM3Plvq4YiIlAVlVIuIVCg3GcW5Nozp7uvGWpsys2TVhigbtr5B3OnQ49LY+ggt05sKWoNaGTEiIiLlyU0WeTmssnJ6fezb38mYhLlTy/SmlDWqj4xU8/mEJtSxHwV/HxSLH3t5iIiUCwWqRUQqWLbmQrmeuNWEawiZEAunLWTZhctoXNHIGcfO4GDsMkzvUTmNrZhNEitxKbCIiEglcFs+KqgNF9ujMe56bBu98UO37d3fyd1tUYDBeVSqIHayoO6DYqr08jkiIoWmQLWIiGTMKHZz0pIY6G2ONPM3M/6GVRuixA7EePPA9zE8wng+xknmemrN6KzjKUYWdfK4g3jCkWvGux8EccwiIlI5grTKqj0a4+vrt5FqrVpXTx+tm3Yyo7lh8D+3grQPis2PvTxERMqJalSLiIirGntOPec1W9ZwXut5g7c31DUMqflYFapi6brneHzLbgAsvcTpJsaTPGMX8GJ8NV323ZSvURU2LJ07hXWLZxQ8SJ087qAFqeFQxnuQ6mtnG3M51wkVERH/C1Ld4dZNO1MGqR1uGimmEqR9ICIi5UUZ1SIiFSyXjOJ05TESM0uWrnuOD1ftZ9vrw79eLL1YoIMneMc+z/nmgSH3J9dKLLRyyYgJ4jLdTGNOLDez5qNr2HNgj6/fi4iIlIegrLJKrEWdretHtkaKyYKyD0REpHwpUC0iEjBelU5wW2PPzUnLqg3RwQzqD3849fMYqjCEGM/FnGSuB+DKaRO4aWZz3u9BDgniMt10Y3Zuf/tPbzNp5aRABN9FRCS4glJ3uD0aS9kYMZ2W6U2unzso+0BERMqbAtUiIgVSqFq8XnWmd5NR7OakJTFInUpygLrWHI0xMOuM4Aap/VhnOYgNIbON2WIHy80EJfguIiLBE5RVVq2bdroOUk+ZODqnVWpB2QciIlLeFKgWEfFIcvDSq4ByKsUq95DupMXtstNajmEMZw8GqKE8sqgL+bvNVRCX6bods8EAcMqxp/Dw1Q8Xc4giIiK+46bmdNCTAUREpLIpUC0i4pHk4CW4Dyjnm6FbinIP2TKoE10YenDw31Uh+NLsKUWrQV1ofqgNHcRlum7G7ASyjz3sWABefvdlzll7TskvCoiIiBRDYkLAmPoILdObmNHcwJj6CHtTBKvH1kdYt3hGCUYqIiLiLQWqRUQ8lBi8THV7uoByvhm6xSr34JwwpTo5yiYcglvKKECdrJS1oYO4TDfbmBMD2b/Z/BvAHxcFREREiiG5DvXe/Z3c3RYF+mtOJ9eorq0O51SLWkRExM9CpR6AiEg5cgJrjppwDZGqCAunLeTZG59N+5iDvQdZ+/xaJq2cxKK2Rew5sCflts7zLZi6gFe/+CqrZ60uWEbtqg1Rlq/flleQesrE0Wz4+1llG6QGd7/bUmpc0ZjxWCr282TTsaQj7fHs/I2s2bKG81rPK+g4RERESiFVHequnj5aN+1kRnMDN89qZmx9BEN/JvXNs5rLep4lIiKVRRnVIiIFUBOuobuvm5AJUROu4cYpN7ouz5AtQzefcg/5lBZpj8a4d+MO3uvscbX9IaYs6lBnE5Ta0F7V0/ZDXe4gNowUEak0fmw47Hduen849alnNDcoMC0iImVLGdUiIglGmjWamOl8/BHHs3DaQl774ms5ZTxny9DNlHGajhNkzJap3R6NMW9lO5fd3sby9dtyClIvnTuFjctmcfK4I8s+SN1Q11CUbHav5JKtX4znyVUxVxCIiMjIuJ1zSD+n1MfeLA2qx9RHijYmERGRUvFFoNoYc7kxZqcx5hVjzFcybPcJY4w1xpxZzPGJSOUYyclVcvByz5f25BWgLlQwLluQcSQlPq6cNqGisnvyuVjgB16VzihmCY6gXRQQ8YLmxhJ0pbqwGUSpSn0kUx1qERGpFCUPVBtjwsBq4ArgVOB6Y8ypKbarA74I/KK4IxSRSpPvydVIgpfFDMalCjK2R2M8vmV3zs81tj7C0rlTyj6Dulx4VU/bzfN4VdM6qBcFRPKlubGUk0rtLZDLd+C+DAkCqkMtIiKVxg81qs8CXrHWvgpgjPkBMAd4MWm724HlwJeLOzwRqVTZakV7qWNJR8GeO1linV/2XsFlt7fl/ByVUIM6SLLVA/WqnnYuz+OHmtYiAaW5sZSNSu0tkOo7MJ0x9ZGUq9nG1kdYt3hGIYcpIiLiO8baTJWwijAAY64BLrfWLhj4eR5wtrX2CwnbnAH8vbX2E8aYp4BbrLWbUzzX54DPARx33HHTfvCDHxTjLZTM+++/zxFHHFHqYUgZ0LF0yJY9Wwb/bTAYYzgmcgzj68ZTFfLDtb38bNmzZfD9HBaux/QehSGc8/OEQ4YxR0aoi1Sn3UbHU/E5v18MHBs5lnF146gO9f+Otv9+O0eNOmrEx3Cuz5P8t5RqbNns/cNeDoYO5vQYkXSK9dk0ffr0LdbavEtxaG6cO33veG8k+zRxzlEOc6h8pPoO/FDkQxxZd+Sw77MDnT38fn8nieflxhiOq88835J++vv3nvZpYWi/ek/7tDC83q+5zo19P2MwxoSAFcAN2ba11t4P3A9w5pln2osuuqigYyu1p556inJ/j1IcOpYOmf7V6Z5ln2aSLQPWa59a8SmmHfsxDsYuhd6j8noOt1nUOp6Kb/pXpw/+uyZcQ8iEBjO4Lqq7yJPXuIjcnidxTI6QCTHxqImuVyfc9f27+Ltdfzfk/SgrW/JVLp9NmhsPVy6/Wz8ZyT791IpPMadpTsHmUEGQ6jvwzj+7k3t+d0/K78D2aIzWTTvZt7+TMfURWqY3qdSHS/r79572aWFov3pP+7QwSr1fS16jGogBJyT83Dhwm6MO+CjwlDHmdeAc4DE1jRGRQnBqRdfX1mOxFGrVyUiaNubjoUt+gX3z+ryC1H6oQ+1VveNK4Md6oCOpjZ2qZvy4O8fpeJByprmxBJp6CwxlqCJMDUfVHJP2O3BGcwPrFs/giWWzWLd4RtogteZDIiJS7vwQqP4VcLIx5kRjTA3wSeAx505r7X5r7bHW2onW2onA/wCzUy1vFBEZKefk6q0P3ip4IDnfpo35cNNRPpETnN6Y5YSpWIod2A8yrxomejkWLxqFJgbgi/H3KVJCmhuLBFh7tP+6kqGKEDU0cCnnmbXYntG8+Jr7uVgqmg+JiEi5K3mg2lrbC3wB2Ai8BDxqrd1hjLnNGDO7tKMTkUpWrEByITJgV22IcsU/beCy29u44p82pGzSk86UiaN9EZxOVszAfhB5GRT2grM6wauxJAbgQceDlC/NjUWCqT0a49o7f8by9duo5RgauJTzzVpODS2i1hyNtZbWTTtH/Dr6/hMRkXLmixrV1toNwIak2/4hzbYXFWNMIiKO7r5uANZsWcPGXRtd19d1K7kmdr6c+obJQel4DuVLpkwczfJ55+Y9hmIo9O8jiBrqGnxXD7RjSYcnz5OqZvw9m+8ZvF/Hg5QjzY1Hpth9IKSytUdj3LNxBwc6ewZvuzD0YMpt9+WQOJCNvv9ERKQc+SJQLSLiZ14FkrM970gCjO3RGHe3RXMq75HIbaNEPyjU7yPIvAoK+011qJoFUxdk/PvQ8SAiyZzyCK3bWtWIVQoq1/nXmPqIZ6+t7z8RESlHClSLiKThZSA5mVcZsKmyeDIZWx8JbEf5Qv4+xJ9OO+40Fl+0OOV9Oh5EJBMn21QBaymE9miMFT99gZ4+96vWjDG0TG8a8Wvr+09ERMqZAtUiIikUupTCSDNgV22I0rZ1NzlU9SBkDOsWzxjR65ZKoX8fWiYeLH4sdSIi/qTyCOK19miMr6/fRg5TMI6MVHNcfc2IEwT0/SciIuVOgWoRkRT8XErhs/c+xe63P8j5cTPPOKEAoymOQv8+/LhMXMHz9Pz89yki/qLyCJKPTN/BrZt2ug5Sh0OGW2afzozmBp566qkRj0vffyIiUu4UqBYRCYj+Oojb6eqJA/B0fD5jOIuTzPXUmtFpHxcyhplnnBCYGtT5Gmlg12/LxP0YPBcRCQqVR5CRSPwOvuSEa6l+9+N8cOAwxtRHhjWtTqcuUs2iyyYHqsyaiIhIqSlQLSLiY+3RGPdu3MF7KWpQd/EOMZ7kTftzxtuPDQlYh4zhy3NOr6iTI68Cu35aJu634LmISBCoPIJ4wfkOfvy172N4hPF8jJP+mDk5AGDp3CkVNf8SERHxUqjUAxARkdRWbYiyfP22lEFqh6WXON3EeJJn7AJejK+mN/QHV0HqxhWNLGpbxJ4De7weesl093VzsPcga59fy6SVk/J6fzXhGiJVERZOW8izNz5boJHmxnlfa7as4bzW80o9HBERX+tY0sHqWasVpBZPOHOtDp7gl/ZvM247ZeJoBalFRERGQIFqEREfao/GeHzLbtfbJ55EvVT7965OkpwM5FwDukEIcOcT2HUC1AumLuDVL77K6lmrOfP+M33xXv0YPBcRESlH7dHYkJ8NVYSooZErOMt8Y/D26rAZst2UiaNZPu/cooxR/CcI82MRkSBQ6Q8REZ9YtSHKhq1vELe59JHvF6KK2qrqnJtF5VNaIgi1k3NtnpVumXip36tqrIqIjJya04ob7dEYrZt2DtagNlRhCDGeiwfKqx09ZPvH/25mKYYpPlXqOaOISLlQRrWIiA+s2hDl8S27cw5SG6qoNrUsPPNzg1nA+QQzc81AzlRiY/vvt5csoyRVVrSb/ZFpmbgX5UTy0VDXkPP7EBGR4fJdQSSVo79hdXQwSF3LMTRwKeebtZwaWjQsSH1kpLoUwxSfK9WcUUSknCijWkSkRJzMnX37O8k1h/rISDXH9h3PdR+92pNM21wzkB2pGg/2xHtKklFS6OZZxW6y2LGko6DP71eJmY8iIl5Rc1rJpHXTTrp6+gZ/vjD0YNptq8KGz182uRjDkoDyU2NuEZGgUUa1iEgJJGbu5BKkrq0OsbVmAWNOWc/2RVtHnGmbbwZy8uOTayeXIqOk0M2zVCe6OBIzH3fv361MJBHxlJrTSir7BjKpszkyUs2XPp69YbVUNs0ZRUTyp4xqEZEiWrruOba9/m5OjzHAmPoILdOb+PSTZ/P2gbc8yQgbSQay29rJ5ZBRojrRxeccN2//6W0mrZykzEcR8Uy+K4ikfLRHY9yzcQcHOnuA/uDzEZHqwZ9TOTJSzecvm6wAtWSkOaOIyMgpUC0iUgTt0RgrfvoCPX25Ffm4ctoEbprZPPhz7Ef9nei9WMKcb2mJXALcQQ8IFLqciGRmsYOZj0G90CEi/qAAkjj9QJK919lD2BjCIUNf/NA8rbY6zM2zmhWcFlc0ZxQR8YYC1SIloO7zlaM9GuPejTt4L0OWTiohY5h5xglDgtSpOAHr+zbfV7RAnpsAd7kEBCq1TrRfGAyRqkhgL3SIiD8ogCSfvfcpdr/9Qdr7+6zlyFHVjKqpYt/+zsGVbApSi1uaM4qIeEOBapEScGqwqplP+UqXtZPJSDJ3jqg5wjc18KpD1SyYukABAcmbc6Hj2MOO5dUvvqrjSERGRAGk0sonQcOrpI72aIw7H9tGXzz7tgc6e/i3Wy7N+7UkGJQwJCLib2qmKFIipWg2FxSNKxoDuT/aozGuvfNnXHZ725Ag9dPx+bwYX02XTV+bemx9JK8gddiEueH0G/jtTb/1TTDvtONOK2hTw1II6jEZRA11DYPNPSfUTyir40hEpBIlNsl1vkuzfa+mekyu2qMxvv4Td0Fq6O8HIuXPi2NLREQKR4FqkRJT9/nhSjmBzDcg2R6NcddPX0hZ4qOLd4jxJM/YBSkD1lMmjmbd4hk5BamdAHXHkg5a57YqmFdgOqkpno4lHWV3oUNEpNIlJ2jEDsR4YOsDGb9X803qWLruOS67vY3l67dhXbYGqQobWqY35fq2JKCUMCQi4l8KVIuUWE24hkhVhIXTFvqmdIMflGoCmWtAsj0aY97Kdpav30ZvhkaJll7idA8LWE+ZOJrl8851Pb6GugYWnbkoY4Ba2b+FoZMaERGRkXG+SwF64j2uvldzSepYuu45tr2efgVbKkdGqvnSx09XPeoKpIQhERH/UaBaAqkcAnFOgNpZ4q4MwtRKMYF0G5Bsj8a4uy3K3v2drp/7UMD6Cd446h9zClKDu2xTZf8Wlk5qRERE8uPMfxNl+17NJakjlyD1hGMPZ+OyWfzbLZcqSF2hlDAkIuI/aqYogRT0ZoTqPu+e01StZUoLyy5cVtTX7u7rBmDNljVs3LWRXYt30R6Ncc/GHRxIUeLDjapQDdWhwr8fZ+xB/jvxq1IekyIiIkGU/N057q5xae9Ld3uqOXO+87JcV7RJeXFzbImISGkoUC2BFeRAnLrPZ+eHCWTiGKaPXcDc5U/Q2d2X13OFTTU14aqiv59UwXbJjx+OSRERkaBJl6CR6XvVTVLHqg3RIc2r3bpy2gRumtmc+xuRsqCEIRERf1OgWgJPgbjyU+oJZPKJ04uv9XHXT1/IWIM6lbpINYsum8yOJ0v3fpT9642QCXHy6JN5+OqHOf3400s9HBERkcBIlaCRba6XLamjPRrLOUg9tj5Cy/QmlfmocEoYEhHxNwWqJfAqIRDXuKKR2U2zA5MxPlKlnEAmnji9+FofX/7OiznVoK6tDnPzrOYhJ0EdzcV/P8r+9Vbcxnn53Zc5Z+05gVq9ISIi4kcjneu1btrpeluV+RAREQkOBaolsCopEBf0mtxB8tAlv+BbbduZv3VLzo/1S6ZOqTPSy5XX5YYq7QKUiIhIvtqjMVo37WTf/k7G1EeyJhGMrY+wbvGMwZ/1nSsiIhIMoVIPQCQfDXUNLJi6gFe/+CqrZ62uiGCc0xF97fNrmbRyEovaFrHnwJ5SD6usrNoQZfn6bRzsief0uKqwYencKaxbPKPkQWroz1Jy83fRuKJRx1EenL/FNVvWcF7reXk/j3MBqpz+nnVMiYiI19qjMe5ui7J3fycWsgapq8KGlulNQ24rx+9cERGRcqRAtQSS20BcOfIqSJarcg1AtUdjXHPnz7js9ra8GvKMqg7xpY+f7osAda500pafmnANkaoIC6ct5Nkbnx3Rc5XbBSgdUyIi4oX2aIxrB+Zny9dvo6vHXTPrSE047bys3L5zRUREypEC1SIB42WQLBflGIBqj8a487EXONDZk3G7p+PzeTG+mi777uBtdZFqls6dwk++ckUgg9QOnbS55/ztFWI1R6kuQBWCjikRERmJ9miMu376Au9lmZ9Bf4kPM/D/S+dOYf3Sy7POy8rpO1dERKTcqEa1SECUoiZ3Yj0/8L5Gb6k4dQ7dNkns4h1iPMmb9ufMmviXrLlquefvudS1E53f7Zota9i4ayO7Fu8q+hgyKfX+8brud+OKxiE/l2NTWL8fUyIi4k+tm3bS22ezbpdch9qtcvzO9UKp51oiIiKgjGqRQChFTe7GFY1DsqgTBTUTpT0aY84d/87y9dtcB6kdll7idLNx9yMFyRItdcZ6qTL13Sr1/vG63FDsQGzw32ET5vrJ15ddzX2/H1Mi4k/lWmpMslu1IcoV/7TB1RyttjrME51/ndOxUsiVUeWg1HMtERERUKBaJBBKUZPbCaQ5QelEQQtArdoQ5fJ/asurUWKyQgbpS1EyIUgnbeVaUiIcCvPIi49w29O3lcX7CdIxJSL+o2BZZVq1IcrjW3YTt+4yqZ8zLbx98C0e2PqAq2OlEhux56Nc51oiIhIcKv0hIjmrDdfy25t+6/tJvnPSk48jI9V8/rLJzGhuwHz10O3FWC5arJIJXpezKJZyKylRTu8nqMeUiPhLuZQak8zaozHu2bgja68QRzhkuGX26QNzs7cA6In30BPv4YGtD2Q8VjqWdHg+/nJWTnMTEREJFgWqRSQnh1cf7rsgdXJNvfZojJUbonR2u+sQnygxQJ2omDXCi1U7MagnbeVWW7Kc3k9QjykR8ScFy8qX09C6L549gxr6m1gvSjE/czgB6/s236djxQPlNDcREZFgUaBaRFwJmzDzTpvH1y7+mq+C1HBomfDard+hMXQJJ/RdR60ZndNzLJ07Je3JT7GyREvRMDMdPzbU8dP+8UK5vR8REa8pWFZ+cs2iDhnDv9860/Xz19XWBaIsnV9pbiIiIqWmQLVIADSuaOSPB//IJ075BHdcfEdRA4d+DlAncrKuXos/wev8jPH2Y5xkrncVsL5y2oS0QWooTpZosYLhbgPQTvDfL0uuy62kRLm9HxERLylYVn6WrnuOba+/m/PjZp5xgqvtwibMp077FHdcfIeOlzxpbiIiIn6gQLVIADiNDR/a/hAPRx/mr5v/uuAB6yBMVtujMe7duGPIbZZeLNDBE7xjn+d880Dax2dbRlpMxSqZkEsAupg1QrMF0MutpES5vR8REa8EYf4hucknSB0yhplnnMBNM5szbpdrgNqPK8b8QnMTERHxg1CpByAiuemzfTy0/SFO+OYJzP/x/IJ14u5Y0uHrruirNkRZvn4b7yUtHTVUEaKGRq7gLPONlI+dMnE0G5fN4oe3XMqnnzw70B3NG1c05jz+XDu6O9uv2bKG81rP82LYwzgBdHWYFxGpbH6ff4h77dEY19z5M7a9/i5Px+fzYnw1XTZzwLoqbFg6dwr/fuvMjEHqhroGFp25iI4lHXx37nddHy+5zjfymWeJiIhI/hSoFgkoJ2BdqMChX7VHY1x75894fMvuIbc7AeoGLuV8s5ZTQ4uoNUcP2WZUdYilc6ewfN65g7cFPUA6kvG7DUDXhGuIVEVYOG1hQes+5hpAFxEREf9pj8aYu/wJlq/fNliLuot3iPEkz9gFaQPWR0aq+dLHT3e10m0kFzRymW8EfZ4oIiISNCr9IRJQibWjK8GqDdFhwWlHLccwhrMHalIPDU67Ke9RzBIXheCMf82WNXzn+e9w49QbXY0/W5OqUtUITXw/G3dtZNfiXUV53ZHScmIREal07dEYd/7kBfqsHbzt6fh84FB5thhP8qb9+WA/kcOrjnEdoPaS2/lG0OeJIiIiQaKMapGACZswN5x+Ax1LOmid21rw4KGXSx7zea72aIw5d/x72iA1wIWhB1NmUF85bQI/vOVS1yc+xShxUUhxG6err4t7N9/LuWvPTbudkyG9YOoCXv3iqykzkhrqGjLeX0jFyuD2mrKuRESk0t27cceQIDX0Z1MnsvQSp5sOnuBX9m9LEqSG3OcbQZ8nioiIBIEyqkUCoKGugT8e/CPXnnotX7v4a0UNGubSfM/L51q1IUrb1t0kneu4km+TxGwZxkERIsRb77/ForZFw/ax2yZVpWioU6oMbi85WVf3br6X+7fcX5TGpyIiolUtpdQejdG6aSf79nfiftoW4tITrubB61YV/fs+3/lGucwTRURE/EyBapEAKGbQMNWJnpdLHrM9V3s0xoqfbqenL57zc9dWh7h51mkjDlAHLUBaE64Z3K8Acfozq1MtZfVrR3e3AfQgcerIr9+5nt/8n98ocCIiUkBeXlgX99qjMe5ui9LV05fT4wyWV97fWvTv/HzmG0GfJ4qIiASJAtUiMkTyiV4iL2sHJz/Xt6f/J/ds3DHYdCcX+WZQQ/ADpM7479l8z+BtQcz48WsA3QudPZ1MWjlJgRMRkQJTLeHia920M6cgdZWppjpcVbI5Sq7zjaDPE0VERIJGgWqRgCvEUtfEE71EXgZAq0PVVIX6T1Smj13gKhvn6fh8xnDWQNPE0URqwiye2TyiuoZ+DZC6/b06479n8z3K+PEB53fQ2ds5eFtPvIeeeE/gmkOKiARVUJvyBtG+/Z3ZNwLCppqahAB1UOYofp0nioiIlCsFqkUCrpBLXRPLSRgMC6Yu8OzkIm7jnD/+Sl7fcR7f3vqmq8d08c5gp/hzj53Ld+fdXbZZUrn+XpXxU3qJv4Nxdx36XQUxw11EJMj0uVsYibWox9RHaJnexJj6CHtTBKtDxmCtZUx9hGM7j+e6j16tOYqIiIhkpUC1SBko1FJXp/bx5DGT+d4nvsdpx502oudrqGsgdiAG9NfvfXL3jzH8hPF8bDBLOhtLLxb41bvrmbTysbJe1pvL71UZP6WX/DtQhruISHHpc7cw2qOxYeXZ9u7v5O62KJec1sCT22NDVsXVVoe5eVbiirc9RR5xZmq8KSIi4l+hUg9ARLzT3dfNwd6DrNmyhvNaz8v7eWrCNUSqIiyYuoA9X9rDrxf9esRBaoCHLvnFkJ8tvcTppoMn+KX924yPnTJxaBDbq/caBJX0XstFQ10DC6Yu4NUvvsrqWasVLMlR44pGFrUtoieee816EalM+twtjFUboixfvy1lD5Gunj5++co+bp7VzNj6CAYYWx9JClL7j7NqbdLKSSxqW8SeA/4KpIuIiFQyZVSLlBEvlroWqoREezTGN37ywpDbDFUYQoznYk4y16d8XGKjxK9/9dDtfljWW6yMHD+8V8mNMtxHxgkifPjDH+bHbT9W1puIZKXPXe+1R2M8vmV3xm327e9kRnNDxsC0HzOY1XhTRETEnxSoFikDXi519fpEb9WGKG1bd2PtoduSA9S15ughjwkZw5fnnJ7ypMdPy3oLWR8c/PVeRYqtu68ba62CCCIiReTUob5gzAF+9F8vZN1+TH0k6zaFni+NhBpvioiI+ItKf4gEnF+XurZHY8xd/gSPbxkapK7lGBq4lPPNWk4NLRoWpK4Kpw9S+/G9OmU5vF5C2lDXQHWomusmX8etF9zqi/cqUgoqfSMiUhzt0Rh3t0UHmyPGEydwKdRWh2mZ3uTquQs1X0rmlI5y+9xOubuF0xby7I3Pej4eERERyY0C1SIB17GkwzdBW4dzotPZ3TfsvgtDD6YMUAMcGanmSx9PHaQGd+811xMUrzgnYPdtvs+TYFrHkg4+6PmA7//6+6qhKBVNQQQRkeJo3bRzSFPETI6MVOdVi7rQFx/d1p9O7MfipwQIERGRSqfSH1JW/FgDrxK0R2Pcu3EH7w002jEGsiThDDFl4miWzzvXk7GUenlpyIQ4f8L57Dmwx5PXVQ1FqVQ14RpCJsSCqQtU+kZEpAj2DWRSO56Oz2cMZw2UaTvU1PrKaRO4aWZzXq+Rru+Gl3P4bHOnQvVjERERkZFTRrWUFXXxLr72aIy7fvrCYJAa3AWpa6vDLJ07hY3LZg0JUnuREZ2YrXPit04cfL5CZFs7GTmOPttXkCxolT+QSuKU+Wke26wsNxGRIkmuN93FO8R4kmfsAl6Kr+aIuj+xdO6UvILU2TKYCzGHTzd38uNqRBEREemnQLWUnWLVwKt07dEY81a2s3z9Nnr7ckifBkZVh9IuF/XyRCVu43T1dXHv5ns5d+25np8EJdbMTlSIoLLKH0glcYIIVSEt/BIR8dqqDVGu+KcNXHZ7G1f80wZWbYgC0DK9idrq8JBtLb3E6eb34Z+z4YNP88Pd/5zz/Cldj5HkBAKv5/CaO4mIiASPzgClbKmLd2G0R2N8q207B3vieT3ezXJRr8tdhAjx1vtvef7cHUs6Ut6ebllrvsImzPUfvZ47Lr6jKNk/KqEjIiJSnlZtiPL4lt2DP8etHfzZmZ+1btoJHBjyuJHMq9PNlxLLtXn1WjB8HqbMaRERkeDwRUa1MeZyY8xOY8wrxpivpLh/iTHmRWPMdmPMz40xHyrFOOWQUjWsy4WyKLJzfo898Z6M263aEOWy29u47PY2lq/f5jpIHTIGA4ytjwyW+chluWgumcnOe4H+332iOP2Z1fk+t1teN+ZpqOvPOA+ZEI/seITbnr6tKH9zKqEjIlI6mhdLITgr4RKD1Ik2bH0DgBnNDaxbPIOTx9UPub9Q82pnPpaoOlSd92uly94WERGRYCh5oNoYEwZWA1cApwLXG2NOTdrseeBMa+1pwA+Brxd3lJLMz4EsdfF2z/k9RvdG0/4el657Lu1JTSbhkOHLc07niWWzWLd4Rs5d4SG3kyLnvQCcPPrklM+T73O7UYgTIycDqSfeU/RyNiqhIyJSfJoXSyG0R2Pc3RZlb1KzxETxNA1GSjGvjlRH8n4t1Z+WbIKQcCUiUslKHqgGzgJesda+aq3tBn4AzEncwFq7yVr7p4Ef/wdoLPIYJQU/BrKURZG77r5urLVDfo//9sutzFvZzmW3t7Ht9Xdzfs66SDW3zD49r+A05H9S5CwVffndl4H+kh+jwqOG1JEe6QlXuslt4olRoSbApWioqCaOIiJFpXmxeCaxn0hXT1/GbUPGDLut2PPqsAkz//T57PzCTs3hpWD8nHAlIiL+qFHdALyR8HMHcHaG7T8D/HtBRyQ58VMt6HQ18CQ75/d43+b7+C4/5vzQAzk/x9K5U/IOTjsa6hqY0zQna03BTHWUnfcSJ85xRxzH6lmrc3ruTBLrKaarb+1mm3x4Xfvar68pIlLBNC8WTzhZ1NkC1I6ZZ5ww7LZizKtVT1pKwet+OCIi4h1j0yzzKtoAjLkGuNxau2Dg53nA2dbaL6TY9lPAF4ALrbVdKe7/HPA5gOOOO27aD37wg4KOvdTef/99jjjiiJK89pY9Wwb/bTAYYzgmcgzj68ZTFfLD9Q9xw/k9NtY2EuuKYYEajqSW0RjCmR+cpP7wGsYeGcm+oUe27NmCwYCBYyPHsu9P+wbvK+QxmXzsO68/rm4c1aHqjNv88eAfOWrUUUO2dfN6xf4bG+lrlvKzScqLjiXxUrGOp+nTp2+x1p6Zz2O9nBcPbFMRc2N9VvQ70NnD2wcO0tsXBwzg5jzPUH949bA5XDH26fbfb+eoUUdVzPmDjlN3nOPC7Xw51/2aOE9PVBuu5aNjP+r6ecqZjtXC0H71nvZpYXi9X3OdG/shUH0u8I/W2ssGfv7/AKy1X0va7mJgFf2T8b3ZnvfMM8+0mzdvLsCI/eOpp57ioosuKslrm68aZUAUSKZMYa8fb75qCFPN8j+7g7t/+3NOMtdTa47O6fUiNWEWz2wecSZ1rsxXDy1RrQnX0N3XTYgQNeEabpx6Y8GOycTXdYRMiIlHTRxcTZBum7iNUxOuIWRCrjM3Glc0jjgLPFcjfc1SfjZJedGxJF4q1vFkjBlJoLog82Io77nxSH63I513+UWuGdS11WFunpV+/qbPX+9pn7rjnGe6nS/nul+TzyF0PjucjtXC0H71nvZpYXi9X3OdG/uhRvWvgJONMScaY2qATwKPJW5gjJkKrAFmu52MS2GpFnThjLRuWrrHJ9dNbo/GqOUYxnEJdUzk1NCinILU1WHD0rlTWL/08qIHqZOlKvVRjGPSTUPGxG2cseZS270UTYHUiEhEpGQ0Ly6yoNerzaUOtWNsfSRjkFqk1ArdC6kUTUJFRMSdkq+xstb2GmO+AGwEwsB3rLU7jDG3AZuttY8B3wCOAP7N9Df62G2tnV2yQYtqQRfYSOumpXp8Yt3kiVWXclzXNVwYehAAQ6+r5306Pp+x5izuuvyfuPasM7JuX6wspWLXUXaTfZFqm3s23zN4v59qu4uIiD9oXlwaQa1X63UWtYjfFGK+7EXPGhERKZySB6oBrLUbgA1Jt/1Dwr8vLvqgRHxgpJOzxMcn/ryzdwO/5QnG249xkrkeODLrcxkDXbzD70M/59NPbmLTvuwncYVqKujIZ7lepuC5m8C6m8ltLhPgU449hYevfjjruEVEpDJoXlw6QbuI3LppZ9YgdcgYrLWMqY/QMr1JQWoJlEIkoyjhSkTE3/xQ+kNE0nBTWiLb42tCozjBXDHkdksvcbrp4Al+af8243PURapZOncKT9w6C8h9KV6hlu65LT+TXPIk0xJfN8t/3ZTFyKV0xktvv8TVj16ddTsREREprJHOu4pt3/7OjPfXVof58pzTeWLZLNYtnqEgtQSGSnOIiFQuX2RUi8hQuWQKp8oCrgnXgA0x3n6MN+P/TR/xIY8xVGEIMZ6LBzKqh6sOh1jy8dPSntTkmnXkdZaS22yI5KzuxLEkZ3tnus/r5b/FLlciIiIiqQW1odqY+gh70wSrxyqDWgJKpTlERCqbAtVS0fzY6T3XyVlyIPb4I47nePO/qH//KmrN0bxOGzGeHNjaEKKK8VzCSeb6hOaJQ2tUT5k4muXzzgWG7qNEuQZaSxmYTQw+p7rdCZ5nuq+rt8uTYyWoJ8MiIiLlKMhBsZbpTcNqVPupDnXyPLvY827n9X78mx9z1Ueu8tV8X9JTaQ4Rkcqm0h9S1pLLPiTzY6f3VGUjsr0Pp7zG/VseYO/77/L2gU7ADt5vEwLRcXr4A1G67B+GPU+kJszSuVMGg9QwdB8BVIeqc1qK56ele07wOXlsqZb4Jt/nxbHitlyJiIiIFEcu5bqKrT0aY97Kdi6/vY15K9tpj8aG3D+juYGbZzUztj6CoT+L2i9Bahg+z3Y7l0qe92abB2d7/bfef4s1W9Zw4rdO9M183+/y3eciIiIjpUC1lDU3E+JC1VD2ktuJfZ/tyVJ7uj94/QFv8D8s5sX4arrsuwAsnTuF9UsvT3ly4+wjgLiNc93k67j1gluzntT5OTBbG66lOlQ97L1kCqyP9Fjx88mwiIiI+EN7NMa1d/6M5eu3sXd/JxbYu7+Tu9uiKYPV6xbP8G0d6sS5U/LP6eZS+Qa4070+9M9fu/q6FLB2yY/JPCIiUhkUqJay5za46Gy3Zssazms9rwQjzSzV+/in9e1DtjFUEaKGRq7gLPMNno7PH3Z/ohhP8t98ltrD9nPKRHcfB322j3Xb17naR34JzNaEa4b8HBr46Pug5wO+F/0ek1ZO4oh/OYLDqg7j+o9enzWw7vdjRURERPoFKTO0cUUj593zl9z243be6+wZdn9XTx+tm3aWYGQjl7yqLdtcKp8AtxuJAWvN4TILQjKPiIiUHwWqpWJkmxAHpdO78z7u23wf//LCXwOHAtQNXMr5Zi2nhhZRa46mi3cSHhliHBcOeS5LLz22i31/2udqsh6UfZTIyepOFKf/JAWgJ97Dwd6DfNDzAX/q/RP/uv1fWfrk0owT8SDuBxERkUoUpMzQ2IEY/73vRzxjFwxZ9ZZoX5rmiX6XnDTgdi6Va4A7m5AJMapqlOZwaTgXdhIpQUNERIpJzRSlYqRr5he05nZhU421hvFczEnmev7H3swYzk5qjpiK4e3Qf0E8+fnCHBM5JuNkPWj7CA410PnVZ3/FuLpx3LP5nsH7nPfT2Tv8ZK/P9vHQ9od49MVH+99vQuOdUu4HPzb+FBERCYLEpspO82m/fJ+2R2O0bto5GIC29GLpX/X2pv054+3HBuZ4owEYUx8p4Whzlzh3umfzPTnPpWrCNUOC1fk08+7u6yZkQtSEa7hxyo2BmcuWgnNhJ1EpG6KLiEjlUaBayl6mCXGQOr2HqAJCjLMXDwlKX2gedPkMfXTHD3WFj1RF6OztJGRCvHvwXW57+raUJ21B2keJnIn2vZvvZfKYycDwY2HcXelPUJ3MkY27NrJr8a6S7wfn/fjtBFtERCQonIBn4vd7qazaEOXxLbvT3u8ErDt4gnfs85xvHqC2OkzL9KbiDXKEkudOP9n5E9dzKbcB7kwX8hvqGvjjwT9SFari2lOv5Y6L7wjUXLZUkrPYTx59Mg9f/TCnH396iUYkIiKVRIFqKWvZgosdSzpKMKrcRcwxHGPdZE2n50zwQybENadewx0X38G4u8bRE+/BWps2CFrIfVToLGFnor1j3w4ADq8+nEeveZSLT7p4cJtU2dWpMkf8cKz4OSNMRETE7/yQGdoejXF323a6euIZtzNUYQgNrqCri1Sz6LLJvmuWmCxxbpc8d3I7l8olwJ3pQn7Hkg7MVw014Roe2fEIh1UfpnlTHl56+yWufvTqkl7YERGRyqEa1VLW/NLML1/t0RjzVrZzvnlwsO60GxOOPZyNy2YBh2oALpi6gFe/+Crv/937fHfud4ftk1LUn3NbN9KrRkh/OPgHLvnXSwafy6lf/eoXXwWG7yu/HjuqFSgiIpJZYq1dv3y/L133HMvXb8sYpE7Vd+QTZ57OD2+51JMgdaY5lRfzLS9qgifP37PN57M1/VNTwPyoJ4uIiJSCAtUiPrR03XNcdnsby9dvY2+OTXOunDaBb3/+IoAhgdhsJ2Wlmoy6OXlId9KT7wmVE+BNPPHJZV+Vmk4cREREMkustXvy6JN57jPPlfT7fem659j2+vDmiIlqOYYGLuXC0FomhxZxwlHjWTp3CjfNbPZsHJkCyYn37d6/O+9gbqkCw9ku5OtCvzt+ubAjIiKVSaU/RHyiPRrj3o07eK+zJ6/Hj62P0DK9aUi2jZslljXhGkImxIKpC0pahzpb3chUZS+y1W3OpQGPH0p7ZBPEppYiIiKl4swBXn73Zc5Ze07WklmFKEmWy/zuwlB/35Glc6cUtMRHulJiife9/ae3mbRy0oj2WbFrgmcr7eKH0i9+V+qeLCIiIgpUS8UrdJ3kbNqjMe58bBt9mUsVpjVl4miWzzs3r8c6k9HmSDN/M+Nv8htACvnsU7cnD4knPYk/J59sOe8tnw7zfqQTBxERkfy4DZh63bi4vx51lK6evuwbD7hy2oSi1aFO3i+JLHZYY+lUkvdZomIFhrPN88phHlgsQUjcEBGR8qZAtVQ8r09K3GqPxli5IUpnt/uTl2ReZNzYgf95KZd9munkwQl4p9v+ns33DN6efLLlTLRz6TDvlUJc/NCJg4iISH5yCZh60bi4PRqjddPOvMq3eVnmI5vk/TLurkPv0WCIVEVy3mcAIULUhGu4ceqNBZ9/ZbuQrwv9IiIiwaJAtQipT0p+/Jsfc9VHripI4PqofzmOup5pnGSup9aMdv242uowN89qzhqcdhsodQLKH/7wh/lx24/zfq+pXs/NiV62k4fE+pKpTnoSA9XpTkJLEeAt1cUPEREROWQkmbT5lq1Il0X9dHw+Yzgr5dzvyEg1n79sctEyqTPtF+e+Yw87lle/+Gpe+yxOnOOOOI7Vs1Z7PvZkyfO85DmpLvSLiIgEi5opiiRIbLLy1vtved4Epj0aY+7yJ9jfs5cYT/KMXcCL8dV02czNdQCqQrgKUkNuHde7+7qx1o7ovSa/XvLzJzauSWyAmK2Lu/N4AEz//1ks1h7KAPdrwxd1mBcRESmdkTZJzrdxceumnSlLfXTxTsq535XTJvBvt1xatCB1pv2SeN+E+gkcf8TxOTWudvbZojMX8T8L/qeQbyOtXObAIiIi4j8KVIskSDwpAW+Cje3RGNfe+TMuu72N5eu3DZb6sPQSp9tVwHrKxNG0/f2snE5ich37SDuhJ75eouQTvUwnEJlOhuI2zsG+oeMb6UloMajDvIiISPG5uRieSq4XwNujMeatbOfy29uYt7I9Y7mP5Llf7Yce4Zrzj81pfCOVab+kus9N4NdvSQOVliyQy8UEERERv1OgWoTUE+xEuQYbnQnjP61vZ/n6bRk7vTsnLR08wS/t3w7eHg7116DeuGxW3s0SU4093WQ2U+ZQLhPgwQxo+usbpjppSXcCkSkzO9X48j0JLaZ8M7JERESkuHK9AL5qQ5Tl67exd38nFlzXpHbmfm2vPxyIi9iZAr9+ThqolGQBZZGLiEg5UaBaCs7vV/ndTLCTg43Z3lPsQIz7Nn+b//vCFVlLexiqCFFDI1dwlvkGhv5loBtyzKDOJGzCzGueNyyjOdHJo0/muc88l3If5DIBrgnXADB5zGS2LdyW8aQl1QlEcmZ2iBCjwqN8exKUjt+yi0RERCSzXC6At0djPL5lt6vnra0OD/nZmSNEqiKcP+F816vLSi3VvM3PSQOFTBbw2++p0rLIRUSkfClQLQXn96v8mSbY6YKNmd7Tqg1RIHtpDydA3cClVHE4YLn4tPE8sWxWXh3fM02Yw6Ewj7z4CB9e+WHg0GQ20W/f+S3nrD0n7XNkmwAn7qs9X9rDrxf9mtOOOy3jmDOdQKRqyOPHk6BU/JxdJCIiIofkGnB0Sn0sX78t43Zj6yOYgf+/edbQed2JR51IXU0dH/R8wPei30u5umz8ivF89J6Psm1P5tcpJid5wO+rxIqRLODX85tKySIXEZHyVVXqAUhlcIKOa59fS+u21v4u4wPduAstufu3Ww11DcxpmpO2S3zie1q79Ts0hi7hhL7rhnVyt/RigQ6e4B37POebB6jlGMZw9kDn96PpiG/grdDP+ecdm3izOr99EzsQY82WNXzn+e9wePXhfNDzwbCxZtIT76En3pO1u73zXInbZdtXyTJ1m3eETIiacA03TrmRZRcuy/qcfqIO8yIiIsHgBByzzU/bozHu3bgjYzk3x9j6COsWzxh6448O/XPnOzsH/+3Mvx7Y+gCt21qBQ3OtHft2MPX+qUweM5l/vepfmTJuiuv3le/8N5WacE3/mNI0tvaTXOekI1HK85t0kufYIiIiQaOMaimqUlzlzzfjwe1Sxu6+brrjXbza2zakxrQjubTH0/H5jOEsTjKf5NjDxrJ07hQAeuPpM5bdZvvEbZyuvi46e93VSExUHapOuww1lVOOPYUfXdd/1pXLss9s2cZO6RAsWGt9fTIkIiIiwZdt1Vh7NMbdbVFXQWqAlulNQ35uXNGY9TE98Z5hq90cTsA601wwea7oVcavM2+DQ42t/ZhJ7ChFKRI/ZDGr5JyIiJQLBaqlqLyoFZdPTbhC1m1LDkQn397ApZxv1nJqaBG15mi6eIe3Qj/nF+HPMfaU9ZwyceifYarJbqqTjcYVjRzxL0cw/8fzh72XuI3n/D4mHTWJ5z7zHB/0fMD3f/39rPvppbdf4upHr875dZwTiDPvP3PIe1nUtojjjzj+0MkQ/UF3P58MiYiISPGlmgt6UTM4XcCxddNOunr6XD3HldMmDOsxEjsQy3tMiTIFQlM1pPZi/uvM2xL5ITDrJ6VunK2ScyIiUk4UqJai8PIq/0gyREYysW5c0cjshz7NlV//PpA+EA1QyzEpb79y2gRgePZ0onST3eSTjdiBGB/0fMBD2x/ihG+ekH7cddmzeAB2vruTsx84O+VruRlfrhJ/j7EDMR7Y+gB/PPhHLEOzp3UyJCIiUtmyZQv3xHsGS6Cd+K0T017ITxS+LcxH7/nokNvSzXH27e9fqfZ0fH7aJtlj6yMsnTslrz4j0N/4ev7p8wfH4WZcyfsluSG1w+u5VKkDs37hlyxmPze0FBERyZVqVEvBFaJWXGJNuHs338vkMZPZ+/5erpl8TcbacE7dtpAJDZa3cFtHLnYgxpsHvo/hEULUchx/wZ+ZlsEgdKILQw8O+bm2OsTNs05jRnMDi381/H04IlURQibENadew49e+hEWy7ILhtaXS1Vvus8OzfIxGGrDtdw4tb++87i73L3Hrr6ujK8VqYpkrCudLFt9xMTnT6zRmEi19kRERCpbch1pGDoX/PCH+5tFOyXQuvq6eGj7QzwcfZi/bv5r7rj4jmHzkLiNs2PfjsGfa8O1fGbqZxjfew3/9Xwn87duIWQMM884gTH1Efbu76SLd4jxJG/anzPefoyTzPUcWTOGm2c1D8uidstguPbUa/nWFd/i+COO5z9e/Q/mNM3hns33ZO3pkbhfEiXP37yaS7npMVIpilkLW0REpJIoUC0FV8jGconNZgDWbO5vJnjj1BuHBEeTJ9bj7hrH93/9fR7Z8UjGxierNkTZsPUN4gM1kp3GiIYqfs9/Eba1nMT1wxooAoRDhltmn57xxMVpTlMVquLqj1zNt6741uDYuvu6B99Prg6vOZyXb3rZs4lz4vhyeU63DYoS9cQP1X80GBZMXaCTABERkQqXGJhOvj1dL4s+28dD2x/i0RcfzToP6errYu2WdUy24zg2NBWAuLU8vmU3UyaOZv+fuqHr0FzQCVjPGv+XnDJxed7vy2LZvGfz4DzHmTf/ZOdPXAVCUyUwOPPLEAONqQcSF0Yyl1Jgdig1zhYRESkMlf6QQEteGunUNV6zuX/pZ2Ld4+Qlednq9n323qd4fMvuwSB1Iksvcbrp4ImUDRTrItWDQepUNRMTlwoChEyIx377GLc9fdvg2BLfT656+nq47enbBl+zoS73LJ+wCXPD6TcMG1+utQ2T97OzHDed6lA1AJPHTGbbwm1ayigiIiKDUmULh0zmU5qDvQe5b/N9nPDNEzKWjeuyB9jKsmHlPbb/7g/cPGtoSQ9nLtj2+sMjKqdxZO2RKctnjKScQ224luMPP56FZy7ktZtf82QupfISIiIiUgwKVEtJZGt4k+3+5EBvssGA9ZY1HFZ9WMaJdaq6fas2RNn99gdpx5+ugeKEYw9n47JZ/PCWSwczqZPrKB5/+NDAeeIYkrOE8tXV18UDWx8YfM1fffZX2R9Efwbz4dWHc8PpN9CxpIPWua3DxpdvMx7nOZy62gAhQowKjwL6A9SRqgifPeOz7PnSHn696NecdtxpOb2GiIiIlLfkJIWTR5+cNVAN/Rfd+2xfyv4byWI8yTN2wWDAOm7tsBVyudRpTpcwECbMVR+5Km1GeK6cJIPf3vRb9tyyZ3D+60WjyaCopPcqIiJSjhSoFs+5mSBma4iY6f7kztapOAFQNycPiScay8/9IfNWtvP4lt0pG+Y4AWpDmOM4j5PMJwdrVE+ZOJpvf/6ilK+RGOj9Y1d/w8BUJyWplm8mvp9c9MR7cm6cc+2p1/LyTS/TOrc1ZWB/JM14nP08hOn/v8OrD+evPvpX6lYuIiIiKYVMiFFVo4YlKbz87sv0xnuzPt7p5+HMZTJJXjkXMmbwvlwa6Dlz4sSEgbAJHxoTfXz/19/POwkgcTyLzlw0mGSQrpb1SF4nKCrpvYqIiJQjBarFc24niNmydNPdn7j0sHFFI3CoXMRggNrFUkcnI6em73hO7/06r2ydybefeJO9A53dnYY5TkZNDUfTwKWcb9YSp4u3+E+esQuo/dAjfPfmM1g+79ys+yZboDc08CeZ+P+J7ydZ4slOOqccewo/uu5Hrsp/PPrio0y8e2La31uq7KFcst9f/eKrQ+6L2zgH+w7S2dvJM288owC1iIhIhXLmE+PuHDc4r3Bug/45Q3dvN+93vz/kceku8ucizNAL6ckr52aecQIwPFki27wlcU58ePXhzD99/rDaxiNJAshlPF6sjvNCMTKe/fJeRUREJHcKVMuIpZpw5jJBzDZBz3R/7EAM6D95iVRFmHfaPFe1+BrqGjhr9FUAfMCb/JIvDcuehkMZNTGepJcPADvw36H7fvraOk745gnM//H8Ie8x8eTKkTXTeyBh55QxpzAmMiZrwN3JDgKGZysPeOntl7j60atdN33pjndz7+Z7+fNv//ngbZmyh3LJfk9+D7ksmxUREZHykDx3bFzRSOxAjHs338tbH7w12GskdiDGA1sfGHxcnPhg+TAv1dK/Os4JUDuJCaeGFnH2iSdx08z++tRu6jQnvzdnHtsT7+GRHY8M9iNxjGQulE/d6JEExr1QzIznUr9XERERyZ0C1TJiyRPORG4miNkm6E7ms5MZnEqf7aPP9vHg9ge5+KGL2bZnW8YxL/3Iv3PYO/OAocHoxHqEiRKXgG5macrXf2j7QzT9/5oGJ9zOfoFDGdJOIDpd6Y+4jQP9weW6UXVZM8IjVZHBmtLJ2cpu9mu64DbAmwfeTFlT+8z7z8wr+z3Va+eSlSQiIiLlIXnu6CQeOBKbSffEewo+nj/xJsCQAPWRNcewdO4UVyvmEiW+t0SJc2I4lLxQ7LmQH5IEipXx7If3KiIiIrlRoFryki5bZM3mNUO2yzRBzBasTG6Y+PK7L3PO2nPSTmadpZ879u1g6v1TU27XHo1x7Z0/4/Etu4c9PrkeYSInw2b2ifN4ZcnWtPulq69rSMB+cDnqQIDaKXWRLrDvZkKdvN/e/7v3h9UjDJsw10++Put+TQ5uD90ftr8ZZc1hGTOoE7m5MJHrslkREREpP8mB21I6nAmcyyr28Qt22e9xfnOEx75yxbAGim6lqoPtNI1eOG1h/w1Zkhe85sckgUJlPPvxvYqIiIg7VaUegHincUUjs5tms+yCZYyrG1ewx8ChYGXrttYht8eJD/l5wdQFLLtw2bDJYUNdA3Oa5qS8L9X992y+ZzDo67xuy5SWIY+pCdcMqVN47+Z7uX/L/cxonEv125+gt+vIjO/JUIUhxHgu5iRzPU/beRiqqA5VseCMG9OONZHz+sknXU6mdLrtasI1hE2YliktGV/HzX6LHYgRDoV55MVHOKzmsCG/22yPdySPJ937dDLG3T4OcF2CRERERMpf8hypmA5nAqfxZepCJwLQFX+HveGf8887NvFmdcvgHCrf+XKiSHWEnV/YOTivTUxecOa1I3n+TNzO/4rNzbwxV359ryIiIuKOMqrLSD413zI9Jluzk2xd02vCNWmzRDLV1HNOBm694NaU9ydn4CRnXifqs308+cb/Y2PnZ4aV83CkqkdYa45mlDmGj5/4V/zub7LXvE40JFsmYV8k/+xsl1xaI9PrZKtF6ASBcynF0VDXwJjDxgwZVy6NeRwGo8wVERERSakYTfRyU0Unv+d1fkSXfZelc6cAqedQI6mrHDZh5p8+fzBInawYdZTzqWVdSIXMePbbexUREZHcKFBdQokTdq8m7/nUfEv3GGdSPn7FeD56z0fZtmdbygaBmZ733s33cu7a3Gv73bv53pQNCiEpyHvE8VSHqrlu8nXcesGtaZ8zTg9P20/zbPzzvBc/VO6ilmOGBahrq0MsnTuFzn94m598+kHXE13nRMSZcCeO1Qmip5qY77llT8Em1G5OfjqWdDChfkJeJTmcAPzkMZPZtnCbTgxEREQkpeTazcapfeGhozk9h617idPFHjbxjL2BB1/5uyH3JidG5DLHduZ7i85cRMeSDr4797tp50chE2JUVYZG22VGJeBEREQkE5X+KKHE8hkHew/ywNYHcl76l7gUMVFiaYmNuzaya/EuwreFOeXYU/jXq/6VKeOmDHuu5Mck3ubUfQaGdF93hE2YPts37PYQId56/y2O+Jcj+MQpn+COi+9wvaTRaVD4cPRhoL+2X1Woakh5jNWzVmO+avj+r7/PIzsecUZDiDBxDmX7WnoB+IA3+B8Wc3j8BJr5MheGHhzc5sppEwa7urvhLFcMmRDXnHoNd1x8x7BM5cSlhz/Z+ZOiL0XMZUllLiU53JYqEREREXEkrsSyeF+X+Q+8kNfj4sR5aPtDQ25LnOvcs/mewdtTzbET5Vx6woK1tmi1qktNJeBEREQkE2VUl1hi+YyeeM9gwDpdpkZy5nW6zuKJDVuc7Iy4jQ8GnJtWNbFtz7Yhj0nMVP5T95/Sjjm5+/rkMZPZ8rktg8+RyOna/kHPBzy0/aGsGSiNKxqH3ZYYAH/uM8+lzL4YWobEchxDs4dN0jUZJ2D9bPzz9Nb8jqVzp+QUpE7MBnn/794fkinj/I5+9dlfDRlrMZciFnJJpTJhREREJBv/lPowjGNGjo8YWs4sUbbG17nO95y5ciFLf4iIiIgEhQLVPuQErFOVzYgdiLFm8xpO/NaJPP/W80DqWtFOY5r3u99PmZ3x23d/O5ghDf0Z0ddPvn5wQv7WB2+5Hu9Lb7/E1Y9ePRjATORM5h3ZlkzGDsTSvk5vvJerH73axYji7KEdGFp/OpUPeIP2g/+HH+7+55zqc2c6CRlJHUMvFDqQrNp/IiIikknjikZiB2Lct/k+TvzWia7LxhWCIczv+a+s22UrZ1aoJIBsgW8RERGRSqJAtQ9Vh6qBQ2UzkoOdTuZFpi7pfbaPzt5OHtr+0GCt50xCJsQjLz7CbU/flnODmHmnzePZG58dDGDC8Ml8onyaxtSYGj5/5ucHJ/Dt0RjX3PkzLru9bch2TmDaYYlzHOdxkvlkxudPHstIg8351ArPJJesJAWSRUREpJScxAOLpauvi/s23wf0zzeLzdI7pBxcshAhRoVHsWDqAvZ8aQ+/XvRrTjvutCHbFCIJoJCr30RERESCSoHqEkvMOHbKdXz2jM8ChwLSicHOfDi1njNxsrhTlRHJ9tybXt80rDZzpkl3Ppkj3babp3/3NG8deIv2aIw7H3uBA52HSpAkZk6fb9YmPDLOW/wnz9j+TO9wUgmQTGPxItjsVSf3Umdpi4iIiOTLqUedKcmiVCLVEV67+bWMgeJ0SQD5ljdRGTURERGR1BSo9kj4tjDVt1Vz7aPXup6shkyIk0efzHOfeY6GugY+e8ZnU9bCS+46XkipyohkEjIh9r6/d8gkPd1kfqSZIzv27eCM+89k+fpt9MUPlTOp5ZjBAPWpoUXUmqOHPC4xk+awmkjOYxlJsNnL5ZxeZ2mLiIiIlLvrTr0u4/1HR47OO1CcbyKBVr+JiIiIpKZAtUfiNk6v7eWHL/2Q8SvGuwpYx22cl999mXPWnsPsptncesGtKSesicHOfCU3Ocy0XWJN6XQmj5kM9L+Hg33Zg6duMkdSNVJMdAQf4hzuHnb7haEHUwaoE4VNmPmnzee3N/025yyWfILNhVzO6VWWtoiIiEi5Ove4S9jzpT08cu0jabcxGPZ9sG9EF/+VSCAiIiLiHQWqC8RtwDrT5DZVsBP6s5hHVY0CDtWzThQ2YeafPn/Iz9dPvp49X9qTsTZgbbg2ZU3pRFWhKl5Y+AK/XvTrlO8jXfDUTeZIukaKhzOBc1nF/wqtpi50YtrHZxIOhQdrcP/qs7/KKUCda7C50Ms51XRHREREJLUJtX/Om0ve5L8X/izrHMypoe3FxX8lEoiIiIiMnALVBfbDl37Iea3nZa1hlzy5TRfsbKhrYOG0hbz2xdeoDlUP1rN2gpeLzlxEx5IOvjv3uzTUNQBDg7SZagNWh6vTZnU7xteNH9ZgJvH1vQ+eGo7kJGpMvautj4xUs3TulMH37sj15GEkweZCLedU0x0REREJgoa6Bg6vPrwkr72761eDjcSzZTY7/WG8mL8qkUBERERk5KqybyIjMenoSfzouh8xZc0U1j6/ltZtrbRMaWHZBcuGbFcTriFswv33XbgsYzMXx2nHncbiixZz35b7OHn0yTx89cOcfvzpQ7Y1XzV09/XXZ177/Nphz5fo/e73OWftOfzu5t8NuT1EiJpwDTdOvZFlF+Y37kwaVzQyu2l2mnste9jE7+2zjLcf4yRzPbVm9LCtjoxU8/nLJjOjuT9A3dHc/97TjTObxP3sBw11DcxpmpP3PhYREREpFmceZb5qCJlQ0ZsoOo3Ef/ybH7PzCzuBQ3PBzt5OqkPVVIWqRjR/dXgxFxYRERGRfgpUF8jHT/44P335p3S818E5a88BGAwY37v5Xu7fcj+AJxPlxFrXThB8XN24Yds5r59JX7xv8N/JAerksXkVPI0diPHtrZmD6HG66eAJ3rHPc755AIDa6jA3z2oeDE6nUi4nD34LnIuIiIhk48wV79l8T0le//3u9wdXKjpz1jPvP9Ozi/9KJBARERHxlgLVBVATruHJ154E0geH++yhgPBzn3luSCZ0PhKzptNlbWcTIsQ7f3qHRW2LOP7w47n6lKtdZ3fnoz0ao3VTf5ZLbzxbED3EeKZzsrkBgLH1EVqmN2UMUuvkQURERKR0nLlisQPVmZItvLz4r0QCEREREW8pUF0AbjKXHb3xXs5+4Oz+iXSaTOhETpmMdEFo57XXbFnDxl0bgaFLHTOJE+dgX38d54lHTRxs3lgI7dEYd7dF6erpy77xwOj+wA5qzdEsnTslY4Dake3kIXFfZtvvIiIiIhIMceJY53/Wlno4IiIiIuKSmikWgNNMJZWwCQ/52ek2fu/mezl37blZnzt2IMba59cyaeUkdu/fPaxJTHIjl8SmgNl42VAmlfZojHkr27n89ja+8ZMXUgapzbBrJ2FC1NDITM4y33AdpHYjcV9manQpIiIiIsHS1dfluom2iIiIiPiDAtUecoLEiYFh57bDqw/nhtNvSJvlGyLEW++/5Spg2t3XzcHeg7z9p7eZtHJSytdePWs1xx9xPB1LOgb/nU1PvIfrJl/HrRfc6nmpjFUboixfv429+zuxQDwpu8VQRYgaGrh0yM+NXMZtU57gjf/bxlP/8CnPgtQOZ18qYC0iIiJSHkImxKiqUQVLvhARERGRwlDpD4+kqoecqUZyTbhmSImQOPHBzI+Nuzaya/GurK9psRzsPdj/b2t5bsHIa10/9MJDPLP7GVev71Z7NMbjW3anvb+WYxjD2ZxkrqfWHM2++C84PnQOd15+O9f8+VTPxpFJcskUL9+/iIiIiEB/jky8oK8wqmoUN05J3QhcRERERPxNgWqPpMqUTpc9naoDulNHumVKC8sudNcE0WCIVEXo7O3EGMM5a88ZbKKYruZycoA8WciEOH/C+ew5sGdEdZtXbYiyYesbwzKnU7kw9OCQn689+tGsjRK9ls/+FxEREZHMVm2IDklKeNrOS7ldiFHEOZj360SqIvzl5L/kaxd/TQFqERERkYBSoLoEEjugJwdI3UysnccYY7hu8nU8+MKDg8Hntc+vpXVba8qAtRMg/9FLP+KtD95K+dx9to9129flnVXdHo2xckOUzm53TRJDxmCtZUx9pOjBaRgeoNaJjYiIiMjItUdjfOMn24jbpKSEITkMBkMVDVzCXp6jO0uguspUUR2uprO3k+pQNVWhKlqmtHB65HT+dP2fCvI+RERERKR4FKguoUylQdw85uGfPsz3f/39IfdnKmHhBMhXz1qN+apJ+fwGw8JpC3POKm6Pxrhn4w4OdPbk9Lgvzzm96MFpRz77X0REREQya4/G+PpPtpFuYZ2hCkOI8Vw8WPqtI74h6/M2HdvEw1c/zKzvzRoyh3vqqae8fQMiIiIiUhK+CFQbYy4HvgWEgQestXck3V8LPARMA94B/tJa+3qxx5nN0nXPse31dwd/DofgiqkT+OUr+9i3v5O6SDUWeL+zh7pINefwHV7Z2sP8rVuGPCYehzH1Ec768JjBxzoZxx1LOli67jnmf3MLl36YFGU8DCGqGG8v4YQ/Xs/c5U8Qt5aunvjA8xv64qnPGg5nAqfxZX73wkm8OKGPb24b+n68duW0CSULUkP60iwiIiIipRT0uXHrpp1pg9TJvUkAasLGVenql95+iasfvVpzOBEREZEyVfJAtTEmDKwGLgE6gF8ZYx6z1r6YsNlngD9Yaz9sjPkksBz4y+KPNr3kIDVAX5whTQTfS8g2fi9N5nHfwCR97/7OIY/du7+Tu9uifP+/Xmb32x9kGImlhqM4NbQIYFgJjsQgtaEKS+9ggLoudCIAPX1xlq/fluE18megZGU+RERERPyuHObG+/Z3pr0vuTfJ0rlTmNHcgPlq5ucMmzCfav4Ud1xyR+YNRURERCSwSh6oBs4CXrHWvgpgjPkBMAdInIzPAf5x4N8/BP5/xhhjrYtOfUVSyMxjR1dPX4Yg9aEafyeZ67M+V6pslkK7ctoEbprZXJTXEhEREQmowM+Nx9RH2JshWA0w4djD+fbnL0p5X6rm3+FQmEdefITDag7L2DhcRERERILLlHo+a4y5BrjcWrtg4Od5wNnW2i8kbPPrgW06Bn7eNbDN20nP9TngcwM/NgE7i/AWADhy/IenFeu1HO998AocBmCopo5acwwhwsUehivdfzqw7+Aff787+5ZSIscCb2fdSsQdHU/iFR1L4qViHU8fstaOyffB5TA3rj7syNGj6sdMNMYMa4oS7+3pfH/v714c9qBxTKO/1aKlk3eo5ShCVKd8gThd/J5fJ9yizwrvaZ96T/u0MLRfvad9Whjar97TPi0Mr/drTnNjP2RUe8Zaez9wf6nHUSzGmM32j/bMUo9Dgs8Ys9laHUviDR1P4hUdS+KlSjyeKmVuXIm/20LTPvWe9mlhaL96T/u0MLRfvad9Whil3q+hUr1wghhwQsLPjQO3pdzGGFMF1NPfOEZEREREpJxobiwiIiIiFckPgepfAScbY040xtQAnwQeS9rmMWD+wL+vAdr9UoNPRERERMRDmhuLiIiISEUqeekPa22vMeYLwEYgDHzHWrvDGHMbsNla+xiwFlhnjHkFeJf+CbtUwFJOKRodS+IlHU/iFR1L4qVAHE+aG+clEL/bgNE+9Z72aWFov3pP+7QwtF+9p31aGCXdryVvpigiIiIiIiIiIiIilc0PpT9EREREREREREREpIIpUC0iIiIiIiIiIiIiJaVAtQ8ZYy43xuw0xrxijPlKivtrjTGPDNz/C2PMxIHbJxpjOo0x2wb+u6/ogxffcXE8XWCM2WqM6TXGXJN033xjzMsD/81PfqxUlhEeS30Jn03JTcGkArk4npYYY140xmw3xvzcGPOhhPv02SSDRngs6bMpIEbyHSTpjeTvR1JzsU8XGmOiA587/2WMObUU4wyabPs1YbtPGGOsMebMYo4viFwcqzcYY/YlfE8uKMU4g8TNcWqMuW7gc3WHMeZ7xR5jELk4Vr+ZcJz+1hjzxxIMM1Bc7NMJxphNxpjnB+YAM4s2NtWo9hdjTBj4LXAJ0EF/5/frrbUvJmyzCDjNWrvQGPNJ4Cpr7V8OBKwft9Z+tARDFx9yeTxNBI4EbgEes9b+cOD20cBm4EzAAluAadbaPxTzPYg/jORYGrjvfWvtEUUdtPiWy+NpOvALa+2fjDGfBy4a+K7TZ5MMGsmxNHCfPpsCYKTfQZLaSP9+ZDiX+/RIa+17A/+eDSyy1l5eivEGhZv9OrBdHdAG1ABfsNZuLvZYg8LlsXoDcKa19gslGWTAuNynJwOPAjOstX8wxoy11u4tyYADwu3ff8L2NwFTrbU3Fm+UweLyWL0feN5ae+/ABdUN1tqJxRifMqr95yzgFWvtq9babuAHwJykbeYADw78+4fAx4wxpohjlODIejxZa1+31m4H4kmPvQx40lr77kAA6ElAk+jKNZJjSSSZm+Npk7X2TwM//g/QOPBvfTZJopEcSxIc+g4qDP39eM/NPn0v4cfD6b/oKpm5OUcGuB1YDhws5uACyu0+Fffc7NPPAqudBAsFqV3J9Vi9Hvh+UUYWXG72qaU/AQCgHnizWINToNp/GoA3En7uGLgt5TbW2l5gP3DMwH0nDqTmP22MOb/QgxXfc3M8FeKxUn5GejyMMsZsNsb8jzFmrqcjkyDK9Xj6DPDveT5WyttIjiXQZ1NQ6O++MEb69yPDudqnxpj/Y4zZBXwdWFyksQVZ1v1qjDkDOMFa21bMgQWY27//Twws+/+hMeaE4gwtsNzs0z8D/swY8+zA3EPJFtm5/q4aKE91ItBehHEFmZt9+o/Ap4wxHcAG4KbiDA2qivVCUhR7gAnW2neMMdOA9caYyUlX7UVESuFD1tqYMWYS0G6MiVprd5V6UOJ/xphP0V/m48JSj0WCLc2xpM8mERf0Wewta+1qYLUx5q+AWwH1WxgBY0wIWAHcUOKhlJufAt+31nYZY/43/au6Z5R4TEFXBZwMXET/CpX/NMY0W2v/WMpBlZFPAj+01vaVeiBl4Hrgu9bau4wx5wLrjDEftdYWfOWaMqr9JwYkXqlsHLgt5TbGmCr60/DfsdZ2WWvfAbDWbgF20X/FTiqXm+OpEI+V8jOi48FaGxv4/1eBp4CpXg5OAsfV8WSMuRj4e2C2tbYrl8dKxRjJsaTPpuDQ331hjOjvR1LK9Vj9ATC3kAMqE9n2ax3wUeApY8zrwDnAY2qomFHWY9Va+07C3/wDwLQijS2o3Pz9d9DfR6HHWvsa/XWCTy7S+IIql8/VT6KyH2642aefob+eOtba54BRwLHFGJwC1f7zK+BkY8yJxpga+v/QkrvQP8ahq+7XAO3WWmuMGTNQFJ2BzKCTgVeLNG7xJzfHUzobgUuNMUcbY44GLh24TSpT3sfSwDFUO/DvY4G/AFI2v5CKkfV4MsZMBdbQHxhJrN+nzyZJlPexpM+mQBnJfEbSG8lnsaTmZp8mBqVmAS8XcXxBlXG/Wmv3W2uPtdZOHGj29T/0H7Nqppiem2N1XMKPs4GXiji+IHLzXbWe/mxqZ+7xZyhmk42rOYAx5iPA0cBzRR5fELnZp7uBjwEYY06hP1C9rxiDU6DaZwZqTn+B/pPul4BHrbU7jDG3DXSFBlgLHGOMeQVYAnxl4PYLgO3GmG30N1lcaK19t6hvQHzFzfFkjPnzgbpD1wJrjDE7Bh77Lv0NSX418N9tOp4q10iOJeAUYLMx5gVgE3BHui7NUhlcftd9AzgC+DdjzDZjzGMDj9VnkwwaybGEPpsCY4TfQZLGCP9+JAWX+/QLxpgdA+dsS1DZj6xc7lfJgct9unjgWH2B/lrqN5RmtMHgcp9uBN4xxrxI/9zjy86qeEkth7//TwI/sNaqQW0WLvfpl4DPDvz9fx+4oVj71uh3KCIiIiIiIiIiIiKlpIxqERERERERERERESkpBapFREREREREREREpKQUqBYRERERERERERGRklKgWkRERP7/7d0/6JZVFAfw71GRBrGkIggqc4xoinBoCYpfjkHQEIG0RRBJ/HaXWipCiJZaAhFqKYhAwsFolIyWQChxysCGNLGS5DT4Dj9eTH9/Xp/H5+XzgYcL97n3njMeDvd5XwAAABiVRjUAAAAAAKPSqAYAAAAAYFQa1QAAAAAAjEqjGmDJVNVKVZ2sqstVdaGqPqyquzZ51uGq6jXP0+vYs39uz+HNxAYAgK1QFwNMi0Y1wBKpqreSHE9yPsmhJF8leT3JkS0efSjJK0nOrGPtz7O1h7YYEwAANkVdDDA9O8ZOAIDFqKpnk7ybZLW735tNf1xVDyY5WFWr3X1pk8d/2d3n1rOwu39PcrSq9ib5YJPxAABgU9TFANPkRjXAEqiqbbl+O+SHJO/PvT6ZZGeSxwdOCwAABqUuBpguN6oBlsNKkseSHOzunnt3dTbePWxKAAAwOHUxwERpVAMsh5eSXEvyXVXdN/fugdn457ApAQDA4NTFABOlUQ2wHJ5Jsj3JLzdZc3agXAAAYCzqYoCJ0qgGmLjZTZGHk3yR5KMbLPk8yT/d/eugiQEAwIDUxQDTplENMH37ZuOp7j6x9kVVPZpkT5JjiwxYVduT3D83/Vd3X1xkHAAA2AB1McCEbRs7AQC2bNdsvNFv7b04Gz9bcMyHkpyfe44sOAYAAGyEuhhgwtyoBpi+S7Nx99rJqtqZ5LUkZ5J8veCYvyV5bm7OJ5QAAIxJXQwwYRrVANP3U5IrSVaSvLNm/u0ke5M8393XFhmwu/9OcuKWCwEAYDjqYoAJ06gGmLjuvlJVnyR5o6qOJvk2yYEkLyRZ7e5v5vdU1bkkj3R3DZosAADcJupigGnTqAZYDqtJOsnLuV6If5/kQHcf/5/1u+KTRAAAlo+6GGCiNKoBlkB3X03y5uy5qap6Ism9SV7dQIg9VXU5yR/d/e8tzt+R5J5c/1d1AAAYjLoYYLq2jZ0AAINbSfJjkk83sOd0kgtJ9q9j7ZOztac3nhoAAAxGXQxwB6nuHjsHAO5QVbUvyb41U6e6++It9uxO8tSaqbPdffZ25AcAAENQFwPcfhrVAAAAAACMyk9/AAAAAAAwKo1qAAAAAABGpVENAAAAAMCoNKoBAAAAABiVRjUAAAAAAKPSqAYAAAAAYFT/ATKe3fPEb2nvAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] @@ -2548,6 +2548,7 @@ " axe.scatter(Res.Theta,Res.Theo_gs, label = r\"Theoretical $S$\", color = \"green\", marker = \">\")\n", " #axe.plot(Res.Theta, Res.fitted_obs, label = \"optimized fit\", color = \"k\")\n", " axe.legend(prop={'size': 13})\n", + " axe.set_ylim([0,1.5])\n", " axe.grid()\n", " \n", "axes[0,0].set_ylabel(r\"Stress factor, $S(\\theta)$\", size = 18)\n", @@ -2565,7 +2566,7 @@ }, { "cell_type": "markdown", - "id": "preliminary-research", + "id": "logical-happening", "metadata": {}, "source": [ "## Information contained in the fPAR coefficient\n", @@ -2599,7 +2600,7 @@ }, { "cell_type": "markdown", - "id": "stuffed-voltage", + "id": "composite-michael", "metadata": {}, "source": [ "**Re-upload the data**" @@ -2607,8 +2608,8 @@ }, { "cell_type": "code", - "execution_count": 50, - "id": "olympic-blend", + "execution_count": 46, + "id": "taken-hughes", "metadata": {}, "outputs": [], "source": [ @@ -2617,7 +2618,7 @@ }, { "cell_type": "markdown", - "id": "fancy-state", + "id": "meaningful-distributor", "metadata": {}, "source": [ "### First experiments" @@ -2625,7 +2626,7 @@ }, { "cell_type": "markdown", - "id": "experimental-civilian", + "id": "economic-applicant", "metadata": {}, "source": [ "#### Compute the results of the classic Penman-Monteith model" @@ -2633,8 +2634,8 @@ }, { "cell_type": "code", - "execution_count": 51, - "id": "usual-general", + "execution_count": 47, + "id": "standing-tiger", "metadata": {}, "outputs": [], "source": [ @@ -2643,7 +2644,7 @@ }, { "cell_type": "markdown", - "id": "instrumental-island", + "id": "phantom-productivity", "metadata": {}, "source": [ "#### Calibrate and compute the results of the first model ($f_{PAR}$ model)" @@ -2651,8 +2652,8 @@ }, { "cell_type": "code", - "execution_count": 52, - "id": "palestinian-electric", + "execution_count": 48, + "id": "offensive-growth", "metadata": {}, "outputs": [], "source": [ @@ -2662,7 +2663,7 @@ }, { "cell_type": "markdown", - "id": "established-burden", + "id": "optimum-christianity", "metadata": {}, "source": [ "#### Calibrate and compute the results of the second model (incomplete $g_s$ model)" @@ -2670,8 +2671,8 @@ }, { "cell_type": "code", - "execution_count": 53, - "id": "included-couple", + "execution_count": 49, + "id": "african-details", "metadata": {}, "outputs": [], "source": [ @@ -2681,7 +2682,7 @@ }, { "cell_type": "markdown", - "id": "tracked-exception", + "id": "educated-japan", "metadata": {}, "source": [ "#### Process and plot the results" @@ -2689,8 +2690,8 @@ }, { "cell_type": "code", - "execution_count": 54, - "id": "spectacular-peoples", + "execution_count": 50, + "id": "published-hollywood", "metadata": {}, "outputs": [], "source": [ @@ -2712,25 +2713,25 @@ }, { "cell_type": "code", - "execution_count": 55, - "id": "tough-length", + "execution_count": 51, + "id": "focal-twins", "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", 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\n", "text/plain": [ "
" ] @@ -2801,7 +2802,7 @@ }, { "cell_type": "markdown", - "id": "heavy-china", + "id": "current-values", "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." @@ -2809,15 +2810,15 @@ }, { "cell_type": "code", - "execution_count": 56, - "id": "connected-cherry", + "execution_count": 52, + "id": "abroad-swiss", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "For this model, theta_3 = 0.55 and theta_4 = 0.045\n" + "For this model, theta_3 = 0.6625 and theta_4 = 0.0675\n" ] } ], @@ -2827,7 +2828,7 @@ }, { "cell_type": "markdown", - "id": "robust-canal", + "id": "automated-budget", "metadata": {}, "source": [ "### Second experiment" @@ -2835,7 +2836,7 @@ }, { "cell_type": "markdown", - "id": "modified-receiver", + "id": "loving-disclaimer", "metadata": {}, "source": [ "#### Calibration of the complete constant surface conductance model" @@ -2843,8 +2844,8 @@ }, { "cell_type": "code", - "execution_count": 57, - "id": "willing-metadata", + "execution_count": 53, + "id": "mental-accessory", "metadata": {}, "outputs": [], "source": [ @@ -2853,7 +2854,7 @@ }, { "cell_type": "markdown", - "id": "weekly-induction", + "id": "surprised-incidence", "metadata": {}, "source": [ "#### Compute the associated time serie" @@ -2861,8 +2862,8 @@ }, { "cell_type": "code", - "execution_count": 58, - "id": "played-recall", + "execution_count": 54, + "id": "clear-swift", "metadata": {}, "outputs": [], "source": [ @@ -2871,7 +2872,7 @@ }, { "cell_type": "markdown", - "id": "legislative-hartford", + "id": "scientific-moisture", "metadata": {}, "source": [ "#### Process and plot the results" @@ -2879,8 +2880,8 @@ }, { "cell_type": "code", - "execution_count": 59, - "id": "prescription-orchestra", + "execution_count": 55, + "id": "organic-occasions", "metadata": {}, "outputs": [], "source": [ @@ -2890,8 +2891,8 @@ }, { "cell_type": "code", - "execution_count": 60, - "id": "taken-demographic", + "execution_count": 56, + "id": "certain-victim", "metadata": {}, "outputs": [ { @@ -2899,8 +2900,8 @@ "output_type": "stream", "text": [ "Fe 3.862007\n", - "dtype: float64 cst_model 3.488379\n", - "dtype: float64 Complete_cst 3.870266\n", + "dtype: float64 cst_model 3.725394\n", + "dtype: float64 Complete_cst 3.646111\n", "dtype: float64\n" ] }, @@ -2908,17 +2909,17 @@ "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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\n", 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\n", 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" ] @@ -2987,7 +2988,7 @@ }, { "cell_type": "markdown", - "id": "coordinate-probe", + "id": "exempt-annex", "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)" @@ -2995,8 +2996,8 @@ }, { "cell_type": "code", - "execution_count": 61, - "id": "enclosed-calibration", + "execution_count": 57, + "id": "athletic-career", "metadata": { "jupyter": { "source_hidden": true @@ -3008,9 +3009,9 @@ "output_type": "stream", "text": [ "-------------------- Partial $g_s$ model --------------------\n", - "For this model, theta_3 = 0.55 and theta_4 = 0.045\n", + "For this model, theta_3 = 0.6625 and theta_4 = 0.0675\n", "-------------------- Complete $g_s$ model --------------------\n", - "For this model, theta_3 = 0.13656500485937645 and theta_4 = 0.011931785207457912\n" + "For this model, theta_3 = 0.15625 and theta_4 = 0.005625\n" ] } ], @@ -3023,7 +3024,7 @@ }, { "cell_type": "markdown", - "id": "sorted-information", + "id": "protected-praise", "metadata": {}, "source": [ "*WORK IN PROGRESS*\n", @@ -3035,8 +3036,8 @@ }, { "cell_type": "code", - "execution_count": 62, - "id": "stone-buffalo", + "execution_count": 58, + "id": "intelligent-screw", "metadata": {}, "outputs": [], "source": [ @@ -3045,7 +3046,7 @@ }, { "cell_type": "markdown", - "id": "higher-liability", + "id": "arbitrary-parking", "metadata": {}, "source": [ "Calibrating and running the incomplete model on the wet season :" @@ -3053,15 +3054,15 @@ }, { "cell_type": "code", - "execution_count": 94, - "id": "apart-reference", + "execution_count": 59, + "id": "interim-guitar", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0. 0.]\n" + "[0.1875 0.00625]\n" ] } ], @@ -3073,8 +3074,8 @@ }, { "cell_type": "code", - "execution_count": 100, - "id": "junior-latino", + "execution_count": 60, + "id": "musical-maintenance", "metadata": {}, "outputs": [ { @@ -3088,7 +3089,7 @@ " 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.])" ] }, - "execution_count": 100, + "execution_count": 60, "metadata": {}, "output_type": "execute_result" } @@ -3099,7 +3100,7 @@ }, { "cell_type": "markdown", - "id": "coastal-security", + "id": "challenging-feature", "metadata": {}, "source": [ "Calibrating and running the complete model on the wet season :" @@ -3107,15 +3108,15 @@ }, { "cell_type": "code", - "execution_count": 95, - "id": "intense-afghanistan", + "execution_count": 61, + "id": "british-synthetic", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "[0. 0.]\n" + "[0.125 0. ]\n" ] } ], @@ -3127,7 +3128,7 @@ }, { "cell_type": "markdown", - "id": "mechanical-floor", + "id": "received-johnson", "metadata": {}, "source": [ "Create the panda dataframes" @@ -3135,8 +3136,8 @@ }, { "cell_type": "code", - "execution_count": 96, - "id": "physical-soviet", + "execution_count": 62, + "id": "comprehensive-settlement", "metadata": {}, "outputs": [], "source": [ @@ -3148,23 +3149,23 @@ }, { "cell_type": "code", - "execution_count": 97, - "id": "alternative-greensboro", + "execution_count": 63, + "id": "operational-brunswick", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 97, + "execution_count": 63, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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jRg3at29PiRIlqFevHj/++CNKKcDcYFq3bh2BgYHUqVMnV8dcqXHjxrz44ov079+f8uXLs2LFClq1akXz5s0z9qlevTrt2rWjf//+jBs3LmNmQX5d77WdOnUqFy9eJCwsjDZt2jBs2LA8vz6OoOz1AlipSZMmet26dfY7YeJx+L0u+EZA53/Awzt3x/33BOwaD32OQNFg+8UjhBDC7nbs2EGtWrWsDkMIIVxaeuuCrCoFu4IzZ85QqVIl/v77b+rVqwdAQkICvr6+ADRv3pyZM2e6zY2inH53KaXWa62bXP28jPBdTWtYcxekJEDL73Kf7AFUGQU6BQ7k7y6KEEIIIYQQ4lpr165lx44daK3Zu3cvt912G717985I9sCMSLZs2ZKmTZvSrVs3t0n2bCVFW662fyIcnQeNPoSAPN75DagFpW+Efd9AzUvNeYUQQgghhBB2sW3bNp555hni4uIoX748gwYN4tlnn820z5QpUyyKzjVJwnel+AOwfgyU7QA1HrLtHFVGwZpRcHIVlLnRruEJIYQQQgjhTFdXmrTaiBEjGDFihNVhFCgypTNdWiqsGg7Kw/TYUza+NBUHgJefFG8RQgghhBBCWE4SvnS7PoQTK6DxR+Bb0fbzePtBpTvg4AxIzr7UtBBCCCGEEEI4miR8ALFbYdNzENobIq4tn5pnVUZD6nmT9AkhhBBCCCGERSThS02CVcPAOwCafWGfQiulmkFAHVO8RQghhBBCCCEsIgnfttfgzAZo9qX9eucpZUb5Tq0xo4dCCCGEEEIIYYHCnfCd/s8kfOFDIay3fc8dPsT08JNRPiGEEEIIIYRFCm/Cl3oRVo8wo3pNxtv//EVLQ2gf04Q99aL9zy+EEEIIIYQQ11F4E76t4yB2CzT7CnyCHHONKqMg6TREzXHM+YUQQogCon379rz66qtWhyFcQFRUFEqpXPd3k387QuRP4Uz4Tq2F7W9C5ZFQ4VbHXafczeBbSXryCSGEyLfC9KG3oP+sjoi/oL8mQgjrFL6EL/XCpamc5aDR+469lvIwSeXxvyA+0rHXEkIIIYQQQoirFL6Eb8vLcHY7NP8afAIdf73KI83j/m8dfy0hhBCFQnh4OK+//jodO3bEz8+PunXr8s8//2TaJz4+nieeeILKlStTokQJateuzYoVKwA4deoUw4YNo1y5cpQrV47hw4dz+vTpTOd/9dVX6dChA35+ftSrV4/Nmzczbdo0qlatSkBAAKNHjyYlJSVj/7Fjx9K6dWv8/Pxo0qQJa9euzTb+8+fP88QTTxAREUHJkiXp2rUre/fuBeDBBx9kxYoVjBs3Dj8/P2rUqHHdY7KS08+f29cgp9f4o48+IiIighIlSlChQgWee+65HOMfP348NWvWpESJElSsWJFnn32W1NTUXF0vu3NmZerUqVSuXBk/Pz/69+/Pk08+ycCBA7PdPyt5/fu/3mt5/PhxevbsSUBAANWrV2f+/PmZrpfXv1shRN54WR2AU51cDTveMS0Tynd1zjV9K0JIZ5Pw1X0RPDydc10hhBB5s34MnNnonGsFNYTGH+brFBMnTmTOnDnUrFmTJ554guHDh7Nnz56M7aNGjeLo0aMsWrSI8PBw9u3bl7Ft8ODBeHt7s2PHDgCGDBnC0KFD+e233zL2mTx5Mr/++itVq1Zl5MiR9OnTh44dO7Jp0yZOnTpFkyZN6NChA4MHDwbg888/Z+7cudSrV4/333+fW265hX379uHv739N7HfddRdnz55l9erVBAUF8dprr9G9e3e2bNnCJ598wtatW7n55pt5/vnnc3WMt7f3NdfI6efP7WuQ3Wu8e/dunnnmGdauXUudOnWIjY1l586dANnGHxoayh9//EF4eDgbN26ka9euhIeHc88991z3etmd82rffPMNY8eOZcaMGTRt2pRPP/2UJ554gnHjxmV7THby8vd/vddy8ODB+Pv7c+jQIRITE+nXr1+ma+X171YIkUda6wL/1bhxY31dyee1nltD69lhWiedvf7+9nTwR62noPWRP5x7XSGEENnavn175ifWPaL1wnbO+Vr3SJ7jbdeunR43bpzWWutKlSrpt99+O2Pb1q1bNaBjY2O11lpHR0drQG/duvWa8xw5ckQDevfu3RnP7dy5UwP66NGjWZ7/t99+04COiYnJeK5///56zJgxGfs///zzGdvS0tJ0WFiYnjJlyjXxnzhxQgP64MGDGdtSU1O1v7+/XrFixTU/q9Y6V8dcKaef39bX4MrXeN++fbpo0aJ6xowZOi4u7przXx1/Vh5//HHdv3//jD9f7+/0eudMSEjQJUuW1HPnzs30HKD//PPPHGO5Wl7+/q/3WkZFRWlA7927N2P7ggULNKAPHDhg078HIQqza353XQFYp7PIlQrPCN+WF+HcLrhpIXhfe7fRoSr0hCKlTfEWZ40sCiGEyJt8jrg5W0hISMb3vr6+AMTFxREQEJBR/bB69erXHHf48GEAIiIiMp6rUqVKxrb08155/uLFi+Pp6UmZMmUyPRcXF5fx5/Dw8IzvlVJUrFiRqKioa65/4MABAOrXr5/p+eTk5IzY8ntMTj8/2PYaXPkaV65cmSlTpjBhwgRGjx5N/fr1efHFF+ncuXOW1wOYNm0a77//Pvv37yclJYWkpCRatGiRaZ+c/k6vZ+nSpXh5edG9e/eM506ePAlAw4YNr3v81XL793+919J8BoVKlSplbL9yX1v+PQgh8qZwJHwn/oEd70HVe03lTGfz9IGI4bBrPFyIMb3/hBBCCAdJT7727NlD7dq1M20LCwsDTFJUtWpVAPbv359pmy2uLLGvtebQoUOEhoZes1/6B/89e/ZkSiCu5OGRucRAbo65Uk4/P9jnNejbty99+/YlKSmJzz//nF69enHq1CmKFy9+TfyHDx9myJAh/Pzzz3Tr1g0fHx+eeOIJ1q1bl6trwbWvydViYmIIDAzM9NysWbMoX748wcHBaK0ZM2YMGzduJC0tjREjRjBq1KhcXz8713st09cpHjx4MCMRvPLfSl7/boUQeef+RVtSzpuqnL6V4Ia3rYujyijQKaYRuxBCCOFAwcHB9OvXj/vvv5/IyEi01uzdu5e9e/dSvnx5OnfuzOOPP05sbCxnzpzh8ccfp1u3bplGdfJq4sSJ/PfffyQnJ/POO+9w/vx5br312tZHwcHBDBo0iPvvv58jR44AEBsby+zZs4mPjwegXLlymYp25OaY3P78QL5fg127djF//nzOnz+Pt7c3AQEBKKUykrKr44+PjyctLY0yZcrg7e3N6tWr+f7773P70mZ5zqvVq1ePvXv3snjxYpKTk5k9ezavvPJKxujezp072bFjB8uWLWPFihWMHDkyT9fPzvVey9DQUNq3b89TTz3FuXPniI6OZuzYsRnH5/XvVgiRd+6f8G14CuL2QIuJ4F3CujgCakGZVmZa56XpDUIIIYSjTJw4kYYNG9KuXTtKlChBr169OH78OAA//PADJUqUoEaNGtSsWZPAwEC++y5/NyTvvvtuHn74YYKCgpgxYwa//fZbtlMRv/rqK2rUqEH79u0pUaIE9erV48cff0QpBcCjjz7KunXrCAwMpE6dOrk6Ji8/f35fg6SkJMaOHUtISAiBgYF89NFHzJo1i6JFi2YZf61atXjllVfo1asXgYGBvPnmm3munJnVa3Klxo0b8+KLL9K/f3/Kly/PihUraNWqFc2bNwfM9NZ27drRv39/xo0blzHV0h6u91pOnTqVixcvEhYWRps2bRg2bFim4/P6dyuEyBtlz//wVmnSpInOclrE/slmdK/Go9DYwT33cmP/JFg9Em5eAcGtrY5GCCEKtR07dlCrVi2rw3AL6WX8hwwZYnUo4pIzZ85QqVIl/v77b+rVq0dCQkLGusDmzZszc+bMTOvqhBAFQ06/u5RS67XWTa5+3n1H+E6ugX/vgbI3WTuV80oV+4NXCTPKJ4QQQghhJ2vXrmXHjh0Z01dvu+02evfuTb169QAzAtuyZUuaNm1Kt27dJNkTohBxz6It54/Cij5QrDy0ngkeLvJjevlC+CCzjq/xePC5ftUtIYQQQojr2bZtG8888wxxcXGUL1+eQYMG8eyzz2ZsnzJlioXRCSGs5CKZkB2lXoAVfSH5HHT+E4qUsjqizKqMhr1fwMFpUO1eq6MRQggh8u3KqovCGiNGjGDEiBFWhyGEcEHuNaVTa1h7H5xaAy0mQ2A9qyO6VsnGENhApnUKIYQQQgghHM69Er7dH5vCKHVfhIq3WR1N1pQyo3yn18PpDVZHI4QQQgghhHBj7pPwHV8M/z0Gob2g3ktWR5OziMHgUURG+YQQQgghhBAO5R4JX9pFWNkf/GtAy+9BufiP5RMEFftB5BTTGF4IIYQl3KE1kRBCiMLB1t9ZLp4Z5VLcPtBp0HaOtc3V86LKaEg+C4dnWR2JEEIUSt7e3iQmJlodhhBCCJErycnJeHnlveameyR8qYnQegaUqGp1JLkX3A78qsq0TiGEsEhwcDBHjhzh/PnzMtInhBDCpaWlpREdHU1AQN7burlHW4bioRDS2eoo8kYpqDIKNj0L53aDf3WrIxJCiELF398fgKNHj5KcnGxxNEIIIUTOfH19KV26dJ6Pc4+Er2hZqyOwTeXhsPl52PcN3PCW1dEIIUSh4+/vn5H4CSGEEO7IPaZ0FlTFQqBCDzgwCdLk7rIQQgghhBDCviThs1qV0XAhBo7MszoSIYQQQgghhJuRhM9qIV2gWAUp3iKEEEIIIYSwO0n4rObhBZVHwrH5kHDY6miEEEIIIYQQbkQSPldQ5U7TR3D/t1ZHIoQQQgghhHAjkvC5Ar8IKHsTHPgOpBeUEEIIIYQQwk4k4XMV4UMgfh+cWmN1JEIIIYQQQgg3IQmfq6h4G3gWhQM/WB2JEEIIIYQQwk1IwucqvP2hQi84NB1Sk6yORgghhBBCCOEGJOFzJRFD4OIpOPan1ZEIIYQQQggh3IAkfK4kpAsUKQWRMq1TCCGEEEIIkX+S8LkSD2+oeAcc+RWSzlodjRBCCCGEEKKAk4TP1UQMhdQLcHiW1ZEIIYQQQgghCjhJ+FxNqWbgV1WmdQohhBBCCCHyTRI+V6OUKd4SvRQSDlsdjRBCCCGEEKIAk4TPFYUPBjQcnGZ1JEIIIYQQQogCTBI+V1SiKpRuKdM6hRBCCCGEEPkiCZ+rCh8CsVvgzCarIxFCCCGEEEIUUJLwuaqKA0B5ySifEEIIIYQQwmaS8LmqoqWhfDeInAppqVZHI4QQQgghhCiAJOFzZeFDIPEoxCy1OhIhhBBCCCFEASQJnyur0AO8/WVapxBCCCGEEMImkvC5Mq9iENYPDv0EKeetjkYIIYQQQghRwEjC5+oihkBKPET9anUkQgghhBBCiALGJRM+pdSjSqltSqmtSqlpSqmiVsdkmeB2UDxUpnUKIYQQQggh8szlEj6lVAXgYaCJ1rou4AncYW1UFlIeED4Yjs2HCyesjkYIIYQQQghRgLhcwneJF1BMKeUFFAeOWhyPtcKHgE6Fg9OtjkQIIYQQQghRgLhcwqe1PgK8CxwCjgFntdYLrt5PKXW3UmqdUmrdiRNuPvIVWBcCG8CByaDTrI5GCCGEEEIIUUC4XMKnlAoCegERQHnAVyk15Or9tNZfaq2baK2blClTxtlhOl+1e+H0eljaHS6etjoaIYQQQgghRAHgcgkfcDNwQGt9QmudDPwM3GhxTNareg80/Ryi/4L5jeH0BqsjEkII16Y17P0atr0BaclWRyOEEEJYwhUTvkNAC6VUcaWUAjoCOyyOyXpKQbV74OYVoFNg4Y2wf5LVUQkhhGtKvQCrR8K/d8Gm52BBK4jba3VUQgghhNO5XMKntV4D/AT8B2zBxPilpUG5ktLNoet6KH3jpQ8z90LqRaujEkII15FwGBa2Meue674ErX+E+L3wR0PY960Z+RNCCCEKCaXd4BdfkyZN9Lp166wOw7nSUmDz87D9LSjZFNrMAt8wq6MSQghrxSyHlf0hJRFu/B5Ce5nnEw7DqmEQsxQq9odmX4BPkKWhCiGEEPaklFqvtW5y9fMuN8IncsnDCxq+aRK9czthfiM4vsjqqIQQwhpaw+5PYVFH8A6ELmsuJ3tgbojd9Bc0eAMOz4bfG5jkUAghhHBzkvAVdGF9oetaKBoMSzpD9FKrIxJCCOdKvQBrRsG6ByGkK3T5FwJqXbufhyfUeQY6/wMeReCv9rDpeSnoIoQQwq1JwucO/GtA59XgWQwO/WR1NEII4Tzno+CvdrD/W6j7ArSbAz4BOR9Tqil02wCVR8K21+DPFrDtTTNLIumsc+IWQgghnMTL6gCEnXiXgDKtzfoUIYQoDM7tgb/aQko8tPkZwvrk/lhvP2jxDZTvCpv+B5uevbzNvwaUbGYSw1LNIKgBeBa1f/xCCCGEE0jC506C25sPLRdizBRPIYRwV4nHYEkX06am8yoIrGvbeSr2N18XT8PpdXDqXzi1Fo4vhMjvzT4e3tDsK6g83H7xCyGEEE4iCZ87CW5nHmOWQ8V+1sYihBCOknQWlnSDizHQcYntyd6VipSEkM7mC0wRmMQjJvnb8rKZ+hkxzPREFUIIIQoQWcPnTko1Ac/iELPM6kiEEMIxUi/A8l5wdpuZxlmqqWOuoxQUDzXTRGs8DHF7zOifEEIIUcBIwudOPLzNOj6p1CmEcEdpqfDPYHNTq+Xky6NxjhbWz6zhO/C9c64nhBBC2JEkfO6mbHs4uxUunLA6EiGEsB+tYd0DcPhnaPQBhA9y3rV9AqBCTzg0HVKTnHddIYQQwg4k4XOmv/+GqCjzwcVRgtubR2koLIRwJ1tegb1fQO1noOYY518/YihcPAXH5jv/2kIIIUQ+SMLnLCkp0LEjhIVBYCAkJGTerjWkpeX/Ohnr+Jbm/1xCCOEK9kyAra+YvnkNXrcmhpAuUKSMTOsUQghR4EjCZ28xMTBp0rXPHzgAFy+a7/38wNf32uPq1YNTp/J3fQ9vKNNK1vEJIdzDoZ9g7QNQvjs0+9K6Kpke3lDpDjgyF5JirYlBCCGEsIEkfPaiNQwfDqGhMHIkbNmSeXtCArRqZUb3atfOvC01FbZvN18TJ+Y/lox1fCfzfy4hhLBK1BxTpKXMjdB6BnhY3EkoYiikXYRDP1obhxBCCJEHkvDZi1Jw4QIkJ5s/T5iQeXvDhrByJZw+Db/8knnbnDnwzTfm+0WL8h9L+jq+E7KOTwhRAKWlwMbnYHlvCKwHbX8Fr+JWRwUlm4B/DZnWKYQQokCRhM+e7r/fPLZsCR06ZL2PUtdO52zUCKZMMd+vW2dG/PKj5KV1fDKtUwhR0FyIgSVdYPsbUPVu6LTSNEV3BUpB+FA4sQLiI62ORgghhMgVSfjsqW1b2LwZ/vkH+vfP/XHh4fDmm2Z0LyoKPD3zF4enj1nHJ4VbhBAFyYl/4I9GcPIfaPEtNPvC9L9zJeGDzWPkD9bGIYQQQuSSJHz2pJQpvGKLp5+Gm26Conb6cBPcDmK3yDo+IYTr0xp2fQR/tTMJXudVUHmE1VFlzS8cgtuaaZ2ObLEjhBBC2EmuVsArpV7M53W+01pH5vMcrkVruO02M3Vz5EhTedOVlG1vHk+sgLA+loYihBDZSo6HNaPh0AzT3LzlZPAJtDqqnIUPhX/vglNroXQzq6MRQgghcpTbkmcvAxqwpR62BlYCkTYc67oWL4bZs83XW2+Ztgve3lZHdVnJpuBZzKzjk4RPCOGKzu6EFX0hbhc0fBNqPQmqAEw8qdgP1j0Ikd9LwieEEMLl5aXG9aPAnDyevySwPo/HFAxffnn5+9697ZfsaQ27d0ORImZtn61kHZ8QwtWtHgEXT8BNf0HZbApduSKfQAjtCQenQ6P3TY8+IYQQwkXl5VbqSa31wbx8AYccFbjlJk6ETz+F6tXhkUfsc85p0yAsDGrWhI8/zv/5gttD7Ga4mM9m7kIIYW9pqXBmo1mrV5CSvXThQ+HiSTg63+pIhBBCiBzlNuFrCfxpw/ljLx271oZjXZuvr2nDsHMnVKtmn3P6+8ORI+Z7u/Tja2ceY6QfnxDCxcTvN03MA+pYHYltyneFIqXNtE4hhBDCheUq4dNar9Fa53mYSGudeunYuLyHVkAoW5Y1ZqNtW/DyMolfRASkpOTvfKWuWMcnhBCu5Ow28+hf29o4bOXhDZXugKhfISk2530TDsK2NyHprFNCE0IIIa5UAFbHFyIlSsDGjXDqlCkG45WXJZZZ8CwCpW+EmGV2CU8IIewmPeELKKAJH5hpnWkX4dBPWW9POgsbnoa5NWDTs7DlJefGJ4QQQiAJX95cuACvvQbR0Y67Rp06+U/0rlS2/aV1fKftd04hhMivs9vAtxJ4u1hLm7wo1RT8a1w7rTMtGXZ9AnOrwo53oNLtULE/7JkA8ZGWhCqEEKLwsjnhU0r5KKX22zMYlzd1Kjz/PFSsCP/7n9XR5E5we0DLOj4hhGs5u63grt9Lp5QZ5YtZbhI5rSFqDvxWF9Y/BIH1oOs601uw0fum5cTm/La1FUIIIfImPyN8Cgi3UxyuT2t4/33zfVISBAZaGk6upa/jk/YMQghXkZYC53YW/IQPIHywedz6CizqAMt7m8Su3Vy4aRGUbGS2Fw+F6g9D5A9wZrNl4QohhHBT+77JdlOOCZ9San92X8AuTFP1wkFrePFFaNYM/Pzgrrscd620NPjvP3j7bfjTluKoV/AsAqVbSuEWIYTriN8PaUnukfD5hUNwW9g/Cc5uh6afwS1boEL3a4t61XkGvAPMej4hhBDCXk7+C2tGZ7v5eovFygDPkXU/PR9guu2RFTAeHjBgAPTvD4cOOXaEb/x4eOwx8/3AgdClS/7OF9zeFAu4eBqKlMx3eEIIkS/uULDlSo0+gOOLoNo94O2f/X4+QSbp2/iMmQYa3NZ5MQohhHBf298wv2M4k+Xm603p3AhEa63nXP0F/IqZ1lm4KAWVKjn2Gu3aXf5+8WIzupgfZdsDGk6syN95hBDCHjJaMtSyNg57KdkIaj+Zc7KXrvrDUKyCqd6Z3/d2IYQQInYrRP1ifr9k43oJ30dAdv33koGRtkUmctSwIdSubUb3Xn/dDv34moFnUZnWKYRwDWe3gW94wa7QaSuvYlDvZTi12vyCFkIIIfJj+5vg5Qs1Hsp2lxyndGqtf8xhWxow2fboCoiTJ+HMGahWzXnX9PCAbdvsd76MfnxL7XdOIYSwlTtU6MyPyiNg53uw6Tmo0AM87NiKRwghROERvx8OToMaj0KRUtnulqcqnUqptkopz3wHV5B88gnUqAG9esG6dVZHY7vgdnBmk/TjE0JYKy0Fzu0q3Amfhxc0eM1UKj3g/vdNhRBCOMj2t0F5Qa3Hc9wtr20ZlgABNgdV0GgNkyaZx19/hX37rI7IdrKOTwjhCuL2uk+FzvwI7QOlmsPmlyAl0epohBBCFDTnj8L+b6HynVAsJMdd85rwFa4iLSdPQmio+T4oCPr0sTae/MhYx7fM6kiEEIXZue3mMbCQJ3xKQcO3IPEI7P44531TzsOeCaa6pxR6EUIIAbDzfdCppmjYdeSn8br7K1MGVq6EyEiYOhV8fJx7/Z074eWXoU0b05MvPzyLQnAH2PcVnPjbLuEJIUSexaZX6KxpbRyuoGw7COkG296ApCxKaSceg03Pwy9hsPZ+2P4WnF7v/DiFEEK4lounYO/nUGkg+FW+7u6S8OVGpUrQtavzr7t2Lbzyikk658/P//maf22GfJd0gxOr8n8+IYTIq7PbwDfCVBQT0PANSD5rkrl0ZzbDqhEwpxJse92swW43D5SnVPYUQggBuz6ClASo/UyudpeEz5V17Hj5+1Wr4OLF/J2veHnouASKloUlXeDk6vydTwgh8qqwV+i8WlADCB8Mu8bDgSmwuBP80QAO/wRV74Uee6Dtz1DhVtOoPWqO1RELIYSwUnKcSfhC++R6eUReEz5ZPOBM5cvD//4H06fDwYNQpEj+z1m8Aty8BIoGX0r6/s3/OYUQIjfSkiFul6zfu1r9sWYdxqohcHY7NHwTeh+GJh9BiSqX96vQC85uNYVvhBBCFE57PofkWKjzbK4PkaItWUlKMk3Pp0+HhARrY3n1Vbj9dggOtt85i4eakb4ipWFJZzhVgNtNCCEKjri9JumTEb7M/CKg1Uy4cQr0PAC1nwafoGv3C+1lHmWUTwghCqfUC6aPa7lOUKpprg/La8I3A8jnvMIC4M8/TbI3cCA0a2Z1NI7hG2aSPp+SZgqRFAIQQjja2UsVOiXhu1ZYbwgfBJ45FAfzC4fABpLwpSTCud1WRyGEEM63byJciIY6z+XpsDwlfFrrgVpri4e8nGD69Mvf9+hhXRyO5lvRTO/0CbyU9G2wOiIhhDs7uw1QUqEzP0J7w8m/4UKM1ZFYZ/1D8Ht9uHDC6kiEEMJ50pJhx9tQ+kZTzCsPpGhLVl55BcaNg9q14Y47rI7mspMn4ehR+57Tt5IZ6fMqAYtvhjMb7Xt+IYRId3abmb7oVdzqSAqusN6g0+DIPKsjsUbcXtg/CdIuQuQPVkcjhBDXl5IIuz4xhbnO7Tbv4baInAYJB83onsrbKjubEj6l1IdKKX9bji0QqlaF55+HrVuhQQOro4E//oBGjcw6vjfesP/5/cLh5qWmTPrim7PuByWEEPklFTrzL7CBuVFXWKd1bn0VPLzBvxbs/1Ya0QshXFtaCvx9h5mZsGoIzKsBP5WERR1hw9Nw6CeIj7z+e5lOg+1vQGB9KH9LnsPwsi167gMGKaVeAL7U2k3fcfOYPTuMtzdsuDTd8rff4KOP7B+bXwS0ngkLWkLUXKg8zL7nF0IUbmnJELcbKrjxNHlnUMpU69z3penBVJj6GZ7bDZHfQ40xUKI6rL3XrD8v1cTqyIQQ4lpaw7/3wJFfofF4Mw3z9DpTLPH0Wtj1gfndCKaQYrHy2Z8rLQnO7YRW023KAWxN+OoDHwATgPuUUmO01kttPJe4njZtICAA4uOhWjU4exYCA+1/nVLNTQXPqNmS8Akh7Ctuj1TotJfQXrD7Izi20EzxLCy2jgOPolDrKfAsCv+Ngf0TJeETQrimTc+Z96i6L0CNh81zQQ2gyijzfepFiN1yKQlcC0mncz5f2Y4Q1s+mUGxK+LTWu4BblFK3Au8Di5RSs4HHtdYHbYrEFRw+DGXKQNGiVkeSWZEi8OuvUKcOlCrluOsoZQoC7PsGUs7LOhshhP2c3WYeJeHLv+A2pm1D1C+FJ+E7uxMOToWaj0Oxsua5sH4QORVueA+8ilkbnxBCXGnnB7D9Tah6D9R7Jet9PIuYG1almkC1ex0aTr6KtmitfwPqAE8DNwM7lFKvKaUK5hyT0aOhbFkYMQL277c6mszatnVsspcutDekJsLxhY6/lhCi8Di7HanQaSce3lC+OxyZa9aHFAZbx4JnMaj15OXnqtwJyWfNrBQhhHAVB36A/x6DsNugyacusUQs31U6tdYpWut3gWrAVEzyt1spNTS/53aqmBhYtAjOnYPJk8HL1tmuBVxwW3Pn+LD8AhVC2NHZbeBXWUZi7CW0l5n+c+JvqyNxvNhtcHA6VH8Iipa5/HxwO/CNMH2phBDCFRz9A1aPhLId4MYfwMPT6ogA+7ZlCAKWAn8DIcAkpdRqpVTu28BbKTISwsPN961bQ8WKVkZjncJ451gI4XhSodO+QrqARxEzrdPdbR1ritPUeiLz88oDKo+A6EWmyp0QQljp5GpY0Q8C60HbX8xaYxdha1uGckqpnkqpV5VSC5RSp4EdwGSgFbAV+BYoDaxSSr2llAuMZ+akWTPYswf+/dcxrQ/sJSYGvvwS7rrLcdcI633pzvFKx11DCFF4pCaZCouS8NmPtx+U62QSPjctlA2YggaHZkKNR6BIFssaKg8HlOnNJ4QQVjm7A5beCsVCoP0f4O1a3etsnbd4FNCAAk4D/wCrgVXAv1rrOACllBfwJDD20v7P5Ddgh1IKmrrwgGRSkukRGBdn/vzYY1Crlv2vE9LF3JWI+gXKtrf/+YUQhUvcHtApkvDZW2gvODrPJEVB9a2OxjG2vGI+ONV8LOvtvpWg3M2mJ1+9F82onxBCOFN8JCzpDB4+cNOCy4WlXIit74xfAiOBmlrr0lrr7lrrV7XWi9KTPchY3/cG8C4w3A7xFm4+PtC58+U/z5rlmOt4+UK5zmYdnzvfORZCOEd6hc5ASfjsqkIPQLnvtM4zG+HwLNN3r0jJ7PerfCecPwTRi50VmRBCQFoq7PoYfq8Pyeegw3yzVt0F2dqWIa+1QzcBrpfuFkQDBphpnf36wW23Oe46ob1No8gzG6HkDY67jnBNOg0Sj5ppeHG7zdrOiBEus/hYFDBnt5mRF6nQaV/FykLplhA1x4xuuZstL4N3ANR8NOf9wnqDd6Ap3lLuZicEJoQo9E7/Z5qqn15nZsY1+RRKVLE6qmw5qxTln8AgJ10rb/buhXfegYEDTYNzTxf/QDtggPlytArdzQe0qF8k4XN354+aNhxxuy8neHF7IfV85v2OL4aWk0zyJ0RenN0OflVcagG72wjtDRufgoRD4OtGxcZOr7+UyL4CPoE57+tZFMIHw76vIemMqTQthBCOkBwHm1+E3R9BkTJw4zSodLtLtF7Iia1FW5RS6gml1HKl1Bql1A9KqceVUh2UUgFX76+1PqO1np7/cB1g2jRTBKVDBxg1yupoXEfRMlCmjfQ3cnepF2FBC1g9Ara/DbGboHiYaRTa9DO46S/odQgavGGaHq/oB6kXrI5aFDRnt0FAbaujcE+hvc1j1BxLw7C7zS+bxK3GI7nbv8qdkHbRtG8QQgh709osdfqtNuwabz4ndd8J4Xe4fLIHto/wPQm8CewHYjCjd4MwhVlQSkUC67XWThiKygetTcKXrmtX62JxRaG94b9HIW6fSw9T54rWZn71+SjzlXgESreQD6GRU+H8YWg1HcL6Zj96V+cZ8C4B6x6Epd1NuWFvP6eGKgqo1CRTtCWsj9WRuCf/auBfyyR8NR6yOhr7OLXWFKOp/yr4XHMPOWtBN0BgAzOts9p9jo1PCFG4JBwyn3+OzIXA+tD6R/MZsgCxNeEbianM2Q7Tfy8GuBeoCDwOFAW62CNAh9LaTOecPx+WL4cePayOKO/i4szP4e+A8q+hvUzCFzUHamVTIc0VpSaZuy9nt11K7i4leSkJmfcLbgc3L7UkRJeg02Dnu+bNq+KA69+hqv4AePnBmjthSRdo/9v1p1oJEbdbKnQ6Wmhv2PG2e0xnTEuFjc+AT0mo8XDuj1PKjPKtfwTObHbfqqVCCOdKSTQzoZLOwg3vmFkHBXBpi61VOisCM7TWqVwa1QP2aq2fBzoDKYDrr8738IBbb4WPP4ZNm8DX1+qIcm/JEujdG4KD4auvHHMNvwhzx7SgVYDb+LRZ0xK92KxDC6wPVe6GG94zI1mdVkLF2y9XDiysjv5u1lbVeir30xEqD4dWM+H0WljUAS7EODZGUfCl/z+ThM9xQnuBToUjv1kdSf5oDWvvMe/dDV43swryInywKYu+/1vHxCeEKHwOTILEY9B+HtR6okAme2B7wpcAJF36Pv2xKIDWegWwCHghf6GJHB04AHPmwIULjmvPAGYa1omVBeeD/aGfYNeH5g5M70PQ+R9oPRMav29GKSvdDmVaQenmcPEkXDhhdcTW2f42FK8IlfI487ribdB2LpzbBX+1NaOnQmQno0JnDasjcV+lmppmvwV5HZ/WsOFJ2PcN1Hkeqt2T93MUKQUVekLk92amhxBC5EdaKux4F0o1h+D2VkeTL7YmfPuAKgCX+u4lAmFXbP8X6Jm/0ESOevW6XFH0/HlITHTMdUJ7A9rMW3Z153bD6juhVAto+HbO+/pfalh/bofj43JFJ1bBiRWmmbEtd6vKd4EOf5oKnwvbmHWeQmTl7HbwqyoVOh1JeUCFXnDsj4JbVGnb67DzPaj+INQfa/t5qtwJF08VjN9ZQgjXFvUzxO+H2nmYCeWibE34FgK3XvHnf4HuV/w5GAi05cRKqRpKqY1XfJ1TSo2xMc7sJSfb/ZROVaoUTJ4Mu3bBxo1QrJhjrhNYH3zD4fAv9jnf+SjY+6X9776mnIeV/cDTx4zoefrkvH/ApYTvbCFN+Ha8Y9b6VMlHZdrgNtBxMaTEwV+S9IlsSIVO5wjtZdYpH19kdSR5t/tT2Pw8hA+BxuPz98GqXGcoVgH2T7RffEKIwkdr2P4WlKhmbqgVcLYmfB8Aryil0rOMCcCtSqnvlFL/Ax4FNttyYq31Lq11Q611Q6AxcB6wf2+Ap5+GGjXgkUdgWwFdyzV4MFSv7thrKAWhfUyftuQ428+TdMYsxJ9bzTSq3Pe1/WLUGtbeD7FboeUU8A27/jHFw8DLt3CO8J3bZdZlVnsg/5U2SzWBjssgKdbcnRfiSqkXTYVOWb/neGU7mKJKBW1k68AUU/2uQg9oMdGMVuaHh6dZa3xsPpw/Yp8YhRCFT8xS0w+01hPmfaWAs+md9VJfvZla68RLf54JvAsMBsYBqZikL786Avu01gftcK7M5s+H3bvho48gStYg5Sist+lvdOzPvB+besHMf/61ilkzFtYfghqadXY6zT7x7fsGDkyGui+aqYa5oTzAv6aZblbY7HjPFDawVwn3wDpm6u/BGbJuRmQWt9sUE5GEz/E8i0BIFzgyz9wEKwii5sLq4WZtTOuZ9iuGEDHc/H45/LN9zieEKHy2vw1FgyFimNWR2EWuEj6l1F1KqSZKqSLZ7aO1fgpTvfNGIFxrvcYO8d0BTMtqg1LqbqXUOqXUuhMn8lh44+RJiIw03xctCm3b5i9Kd1f6RihSOm/VOtNSYf8kmFvdLMQv1QK6bYAbvzNVIeP2mCqR+XV6g7k7XK4T1M1jnSD/2oVvhC/xuEmOK480b2T2Ej4Ekk7b5+9UuI9YqdDpVBW6mx6jZzZYHcn1RS+Flf1N/7x2v9p3jad/dfCNMNU+hRAir85sNrMEajziNuvPc9uH7wtM+4VUpdQuYCOwIf1Ra30GQGt9BLDLHAqllA+m8MuzWW3XWn8JfAnQpEmTvN3OLF0aTp+GFStg//7rrn9LTUvlaNxRDp87zOGzh4k6F2W+v+LPlYMqs2zEMjytGPa9cAEWLIDt2+GZZ+x/fg8vM93m8M+QlpzzXVit4ehvZvrm2W1Qsim0nGymG6Wr2M+0Tdj5gfmAYqukWLNur0hpuHFK3ofcA2qZam7J58DbAX0MXdGuj8zfYa3H7XvekM5QpAxE/mBGhIWASxU6PaVCp7OUvwVQZpSvZCOro8neqXWwrAeUqALt/8h7+4XcKHcTHJplbj66wXQsIYQT7XjHLPupdp/VkdhNbhO+FkADoP6lx+7AoPSNSqnDXJsEHspnbN2A/7TW0fk8T9aKFoVOna6728HYg7Sf3J7I2MhMz/v5+BHmH0ZYQBghJUL4ddevzNg2g0H1BmV5Hoc5dw7CwsyjpyeMHm0SWnsL7WN6G0UvhZAsXre0FJMQ7nwPTv1rFrm2/hHCbrt2Ab6Ht6nEtvEZOLMJghrkPR6tYfUISDgENy+DomXyfo70QhJnd0LpZnk/vqBJjoM9n5m/kxJV7XtuDy+oNBD2fu4ezZ+FfZzdZv6teWY7OUTYU9FgKN3CrOOr96LV0WQt4TAs7Wpu1HVYAEUd8PsKoGxHM93/zAaz1lgIIXIj4SAcnAbVH3arzzK5Svi01v9iKnECoJTyBX4H6l563gtogxmR05f2OaO1zs87+UCymc7pLGcSz9BtSjfOJJ7h01s+JTwwPCPJCygSgLqUyKTpNBp83oBxy8dxe53bnTvK5+8PdevCP/9AaqrpzTcqH5UXs1PuZvAsbqZ1XpnwJceZAiy7xpv/JCWqQbMvzJTBnEYCq94NW8aatXwtbGiSu/M903Oq0QdQ5sa8Hw9XtGbYXjgSvr1fQfJZU17YESKGwu6PTC/Eqnc55hqiYDm3XaZzOluF7rDpf6ZlSvHyVkdzrW2vmt8bnf6B4hUcd530WSXRiyXhE0Lk3s4PAQU1x1gciH3ZWg7rPcAPiNBad9NadwLKAvcAR4ETwBJbg7qUUHYCLFtxfTHlIr1n9GbfmX38cscv3N/0fm6pdgv1ytYjsGhgRrIH4KE8eLHti+w8uZOZ22Y6P9jbboOqVeHZZ6FVK8dcw6sYlO9qkiydZu7SbngSfgmF/x4zDbzb/gLdd5pk7nqL732CoPIIiJxq1pXlRcxKMzoYdpuZX20rv8qmeElhaM2QmgS7PjDFEUo1dcw1SjY2hXAOfO+Y84uCJfUixO01a2WF81ToYR6P/mZtHFlJOGRmilQZZdbZOVKxcmYWh6zjE0LkVtIZ2PcVVLoDfCtaHY1d2Zrw3Q58o7U+l/6E1jpFa/0VZvonwAJbg9JaJ2itS2mtz9p6jmz984/pXZdDFbM0ncbwX4az/OByJvWaRPvw9tc97W21b6NOmTqMWz6O1LRUOwacCw89ZCqOvv461KzpuOuE9jEFAZbeAr9GmDV4Id2gy7/QabnpA5WXkto1HjHryfZ8lvtjks7CP4NNb8AWE/PXr8nDC0pULxyVOg9ONz0QHTW6B+bvInyIaegeH+m464iC4exWU6EzsK7VkRQuAXXBt5JZx+dqtr1hHms7YK15Vsp2hJgVUj1YCJE7eyaYfqa1nrQ6EruzNeFTQJaVTi4VbvkcM9rneh580CRFlSvDpk1Z7vL0wqeZsW0Gb938FgPrDczVaT2UBy+2e5EdJ3fw4/Yf7Rnx9Xl75y/xya0Kt5pqRSf+Mclaz33QerrtI0b+1c30oz0TICUxd8esfwQSo+DGH+xTaCWglvtX6tTaLEAOqAshXR17rfDB5jFyimOvI1xf9DLzWKa1tXEUNkpB+e6md2pu31edIeEQ7P8GKt/pvDvnZW+C1PNwyh5Fw4UQbi31glmeFNIVgupbHY3d2ZrwLQVG59Cm4SjgwKEmGx0/DhsulauOioKIiGt2+XjNx7y76l0eaPoAT96Ytwy/X+1+1C5T25pRPmfwCYJbt0Hvw9DoPXMXOb9qPgoXT+YuQTg0y7QUqPM/U5jAHvxrQ8IB1/pgZG/H5pvRltpPOf7GgF84lGljqp8WlF5gwjGil5g1vY5cpyWyVqEHpCa61nTG7W+axzpZFt52jLLtzKwTV3odhBCu6cB3cCHGsTOhLGRrwvcSUAlYpJRqnMX2fsC5LJ631rlz0Ls3+PmZtW7+mUeIZu+YzSPzH6FXjV6M7zo+0zq93PBQHrzU7iW2n9jOT9t/smPgLsSvMvgE2O98we0hsMGlRuw5JAiJx2DtPWadWF777eUkoJZZkxi3237ndDXb34biYWZOujNEDIVzu+D0eudcT7ietFQ4sTxzOxbhPGXbg5efqdbpCs5HmYqZlUfa50ZhbvkEQVAjOL7IedcUQhQ8aamw410o2cR8LnVDNiV8WutNQA/MKN6/SqllSql3lFLvKqU2Ah2B2fYL006qV4fZs+HUKfjhh0ybVh1exaCfB9GsQjOm3jbV5kqb6aN8Y5ePJU2n2SPq3Dl6FMaPh/vvh1decd5180spM8p3dpuZgpQVrWH1KDOvuuUP1y8IkxcZrRncdFrnuV0Qs9RMwbXn65aTiv1NMRwp3lJ4ndlg+lsGS8JnCc8ipjfmkXmuMdK+7U1zY622E0f30pW9CU6tNr8/hBAiK0fmQNwe58yEsoitI3xorRcBtYHxQBXgceCxS89NBJ6wR4AO4eMDoaEZf9x9ajc9pvUg1D+UuQPnUty7uM2nTq/Y6fRRvqNHYcwYmDABZlpQKTQ/Kt0BRcuaIjBZ2fsFHPsDGr4NAXaeKVyiupnyc85NC7ec22keg9s575o+gWZK2cFppiiPKHxilprHsk78dycyK9/dFNk6s9HaOM4fMVXvKo8wU76drexN5n0oZqXzry1EQZWWCjveg6N/Wh2J42kN298yM9hC+1odjcPktvF6lrTWMZgk7zGlVFnAFzistS4wn/JiEmLoNqUbSin+GPwHZXxtaOB9lX61+1FrWS3GLhtLv9r98MhL5UpbVb+ixPXevaYnn6cT+wHmh2cRqPYAbHnRjLQF1Lq87dxu+O9xKNcJqj/gmGv7VXHfEb70apm+4c69bsRQODwLji2ECrc499rCetFLTIuOYiFWR1J4VbgVUGZaZ8kbrItj+1tmdK/Oc9ZcP7i1md0QvRjKd7EmBiEKkuR4Uw39yK+gvKD1jxDW2+qobJeWCgmR5gbY+SNZPyYchKafgTP7aDuZ3TIRrXW01np/QUr2EpMT6TW9F8fijjFv4Dyqlqxql/N6enjyYrsX2XZiG7O2z7LLOa/L3x8eewzeeQd++gnSnDid1B6q3QseRcxavnRpKbBqqEnKWnybt5YPeeFfy31H+BIiwcsXipRy7nVDuoFPSYj84fr7CveSlmJK4bvpOogCo2gwlGpu7Tq+80dh75cQMQz8ri2S5hRevlCqhRRuESI3zkfBX23g6Dy44R1TN+HvARD1q9WR5Z1Og8hpMK8mzK0Kf7WDfwaZHtL7voIzm8zykzKtocEbUHmU1RE7VL5G+AqUhx+GsDDo2hXq1iUNzbBfhrEmag2zBsyieWhzu16uf+3+vLLsFcYuH8tttW9zzijfe+85/hqOUrSMGRU68B3Ufw2KljY9m079C62mO7bSX0BtM2U0Ldl569ycJSHSjO45e066pw9Uuh32T4LkOPAu4dzrC+uc/g9S4qRgiyuo0B02P2+KXlkx2rrjbdApUPd/zr/2lcp1hC2vmKbKPkHWxiKEqzr9HyzrYX5nt5sH5btBlbtgcSdY2Q/a/GzeU1yd1qY6+cZnIXYTBNaHZl+az0LFK0CxCqatl5uu1cuOE7IQF3D6NHz6KTz1FDRoAKdP89yi5/hp+0+80+kd+tTqY/dLenp48mLbF9kas5Wfd/xs9/O7pRpjTB+UvV/AqbWw9RWoNMgkDo7kX8ske3H7HHsdK6QnfFYIH2pKwx920ii3cA0xS8yjM9eNiqxV6GEej/zm/GsnHjPv5RHDzNoYK5W9CdCXe0MKITKLmgML25gpnJ3/NskemKrsNy0wSdOK2+DI79bGeT0n/jYjeUtvMTceb5wC3TZA1bsgpJO5we8TUOiSPSgsCd9ff12e4tisGV9F/sxbf7/FvY3v5bGWjznssgPqDKBm6Zq8suwV51bsLKgC60C5zrDnUzOVs1gINP3E8ddNXzPojg3Y4yOtS/hKtzDrIw/ItM5CJXqp+aVarKzVkYjAelC8ojXTOre/Y26k1bF4dA/M1FbP4jKtU4iraW2KsyzvAwF1oMsa875xJZ9A6LDAbF/R136FXE6ugSVdYV4tWNzZVGPf/BLs/dpc4+x2M9qYG7FbYFlPWNjaVNts8incugPCBzluOVABUzimdLZvDxMnwvz5LGwUyH2/3UfXql35+JaP89xrLy88PTx5oe0LDP55MLN3zOa22rc57Fpuo+ZjsLSruTt801/OmX7jf6ny57kdgP1Hey2TdBaSY62pjAfmDlr4ENg61qwLKB56/WNEwZaWDCdWQMRwqyMRYP4PVugO+7+FlETwKuac6yYeh70TzP//ElWcc82cePpAcBuIln58QmRIS4Z1D5p1tmH9oOVk8MqmSn2RkuYz2eKOsLwXtJtrRsxscXYHbPofRM2GImXM/83zUXBsq3nv4KpWMl5+Ji7PYtd+eRWHtCQ4tsBM02zwOtR42KzdFZnYPeFTSoUBkwGtte5o7/PbJDgYRo5k661N6TexFXWC6zCj3wy8PByf795e53bGLhvLK8teoU+tPo5dyxcfb3rw7doFsbGwfLnjruUoIZ3NNKSSTc26C2fwLmEak591s8ItCQfNo1UjfADhg83U3MhpUPtJ6+IQznF6vel3Juv3XEeFHrDnM1M51VkVc3e8Yz6EucLoXrqyN8HGp80HymLlrI5GCGulJMLynnD8L9Mfs8Gr1x8JS0/6Ft1kjm03L2+f0xIOw5aX4cAk8PSFemOh5pjMa/xTkyDxqEkAzx82X4nHIfW8WSKSmggp6d+fh6RT5r2m1pNQ+2kTo8iSIzKe4kB7rknRrXUs7hi3Tr0VX29f5g2ch38Rf6dcN32Ub8jsIY4f5Sta1DRfT75UKDUuDkoUsGIZSkE7C6pBBdR2v9YMCZHm0cqEz7+aqZAX+b0kfIVBtKzfczll25u73UfmOifhS4yGPROg0mDz/99VlL3JPEYvgfCB1sYihNX2f2uSvWZfQdXRuT+uSKnLSd+yHqZlQ3Ab8CqR/bq4i6dg2+uw+1NAQ/VHTJuWoqWv3dfTx8xKsmpmkhtzRMK3D7Co/nLWEpIS6Dm9J6fOn2L5yOWEBYQ59fp31L2DscudMMrn5QVVq8KOS4nLrl3QpIljruVu/GtBzHJTxtdd5ntnJHyVLA2DiKGw7gE4sxmC6lsbi3Cs6KUQUNdU3RWuwbOoWRt9dB7ozxxfrGDXh5B2Eeo+79jr5FXQDeAdaKZ1SsInCrt9X0NQQ6hiQyuComWg4yJY1AGWXara6VHEtIIpGgxFgi9/r9NMC4SUeDPVv97L4FvRnj+JyCW7J3xa6xTgoL3Pa6vU+DgGzxvKf8f+Y84dc2gU0sjpMaRX7HTKKN9LL5nH6tWhdm3HXcfdBNQ2UwQSDrnPnaX4SFOooEgWd9GcqeIAWP+IabkR9K61sQjHSU2CEytt+wDhQEmpSaSkpVDcO5u1KYVBhe5mvcyZjY5twq7TTO/N8reCf3XHXccWHp5mtPO4FG4Rhdzp9XBmgylsYusNoKLB0GklHJkHF6LhQszlr4sxcHar+T7tIoT2hgavmc9ZwjJuXbRFx8XxyJCSzGmUwkcet9K9qpPWL2Thjrp3MG75OMeP8t3u4BYG7sr/UqXOs9vdJ+FLiDQ/i9Xlh4uWhrC+sPsjKN8Vyt1sbTzCMU6vNWsqyra3OpIMyw8uZ+SckcReiOXNjm8yqtEo5/REdTXlbwWU+XDmyITvxN9m7U3Dtx13jfwoexNE/QLxB6xrBC+E1fZ+bUb+wwfl7zw+QWYGT3a0NuvrPIvk7zrCLmz+zaeUKqWU6qCUaqOUCrZnUPaQptO497v+fNoohSf+hodmRYGHdb/oPT08ebHdi2yJ2cLsHbMti0Nkwx1bM1jZg+9qzT431VCX94FT66yORjhC9FLz6ALr984nn2fM/DG0n9QehaJ2mdrcPe9uWn7TknVHC+G/v2JloVQzx7dnODjNVM5L7//natILTEh7BlFYpSTAwakQ1t+0W3AkpSTZcyE2ZUBKqV5AJPAXsBQ4ppQ6rJSao5R6SSnVQylVwX5h5k1KWgojfhnBlyf/5Lnl8PZCoJON5WPt6PY6t1OzdE1eXvay9OVzNUVKmSkK7lSp05USPp8gaD/fTC9d2g3O7bI6ImFv0UtMc94ipSwN45/D/9Dw84aMXzOeB5o+wKZ7N7F8xHK+7/M9B2MP0uyrZtw37z5OJ562NE6nq9DdjMImHnPM+dNS4NCPUKEnePs55hr55V8LipaVaZ2i8Dr0IySfM43IRaFi65DXW8AF4FFgFPAusBNoBbwEzAEO2SPAvEpKTWLgrIF8v/l7Xu0wjtcmHUL9/juMHGlFOJmkr+XbGrOVn3f87PgLam2+RO7413KfEb6ks5B0xnUSPoDi5U3zVuVhmqyeP2J1RMJeUi/CyX8sbcdwIeUCTy18ijbftiEpNYlFwxbx8S0f4+vji1KKIfWHsOvBXTzc/GG+/O9Lqn9cnW/++6bw3HxLH3U78ptjzn98EVw8CZXucMz57UEpM60zerH8bhSF076vwb8GlGltdSTCyWxN+MKAN7TWH2mtJ2mtn9Zad9Jal8ZU6OwHvGa3KHPpQsoFbpt5Gz9t/4n3O7/P/9o+D2Fh0K2byxQwGVBnADVL1+SVZa847oPGfffBDTeAnx9ERTnmGu4ovTWDO3wQSO/B52rrEf2rQfs/TDK6pAtcLGSjLO7q1L+m6FFwe0su/++Rf7nhixt45593GH3DaLbct4WbIm66Zr+AogF82PVDNtyzgVplajF67mhu/OZG1h1dh3aH//c5Caxv+o1ufxN2fgBxe+17/kPTwTsAynez73ntrVxHuHDcfW7uCZFbZ7ebdbZVRlu/tl84na0J3w4gy38tWuuDWuuftdYv2h5W3iUkJdBjWg/m7Z7HhFsn8GjLR515+Vy7cpRv1vZZjrnI5s2wcSOcP29aM4jc8a8FybHmw0BB5wpN17NTshG0mwNxe0xJ55QEqyMS+RW9FFAQ3Napl01NS+WFxS/Q8puWxCfF8+eQP/mixxeUKJJz/9H6ZeuzfMRyJveezIHYAzT9qill3ilDh8kdePiPh/ly/ZesOryKuItxTvpJnEApaPyRWWP332MwtxrMqw0bnoaYlZCWavu5Uy/A4Z8hrI/rr9lJ78cn0zpFYbPvG/DwhohhVkciLGBrwjceGKKU8rRnMLZK1al0m9KNxQcWM6nXJO5tcq/VIeVoQJ0B1Cpdy3GjfDVqXP5+3z77n99dpZcMdocG7K7QdD0nZTtAq2lwag2s6A9pyVZHJPIjZgkENYAiJZ12yaTUJAb/PJhXV7zK0PpD2XLfFjpX6Zzr45VSDGswjF0P7uLjbh/Tt1ZfLqRc4NuN33LPvHu4ceKN+L/pT8T4CHpO68mGYxsc+NM4SVhvuHUL9NwHjcdDsfKw8334qw3MLgerhsPRP/J+3qPzzbqgSgWgv51fhHlfjF5kdSRCOE/qRTgwGSr0MvUKRKGjbJ3GopT6GKgI3Km1PmXXqPLIN9xXJ41KYkrfKQyoM8A8efIkFC1qpjW6oOlbpzNw1kBm9ptJ/zr97XvyLVvg3DmT+JW2uAdbQXL+KPxSARp/DDUetDqa/PnvcdgzAQYkuPbUjb1fwb93Q/gQaDnZfZreFyapF+CnIKh6HzR+3ymXTEhKoN+P/Zi/dz5v3/w2T7Z60m7nTtNpHIw9yJaYLWyN2cqWmC0s2LeAqiWrsmb0Grtdx2UknYVj800Fz6O/m+nW7X/P29TMlbeboj19joJHAej2tGY0HJoFt500/fmEcHcHZ8Lft5viaeW7WB2NcCCl1HqtdZOrn7e1SmcFTLLXAziilJqvlHpZKdXTiuqcicmJzBow63KyBzB2LJQoAZUrw48/Ojuk6+pfu7/jRvnq1YNWrSTZy6tiIWYNijus7Uiv0OnKyR6YSmENXjPNmv973OpohC1OrjFJn5MKtpxJPEPnHzqzYN8Cvu7xtV2TPQAP5UFEUAQ9a/TkuTbPMe22aYxtP5Z/j/zL6qjVdr2WS/AJgEq3w40/QJ9j4FcZNj5rmqjnRnK8SRYr9i8YyR6YaZ3Jsab5tBCFwb6voHhF6YNbiNl6O/1bTLK3EfgbuAF4EZgNHFJKHVdK/W6XCHOhasmq9KzRM/OTW7aYxwMHzEifi0nvy7ftxDZ+2v6T1eEIMMmRfy33aM0QH+m60zmvVvtZqPYA7PrQPV77wiZ6iRmZDW7j8EsdiztGu0ntWHd0HT/2/5FRjUY5/JoAwxsOx7+IPx+t+cgp17OMZxGoPw5iN0HktNwdc+RXU7DHlatzXi395oT04xOFQfwBOP4XVBklI9qFmK0JXyvgK611I611R611WcyIXx/gVWAd0NA+IV6ffxH/a59MTQXPS/+w69VzVih50r92f2qXqe3Yip0ibwJqu88In6tV6MyOUlD9fvP96fXWxiLyLmYpBN3g8Ca++8/sp/W3rdl/Zj+/DfqNvrX6OvR6V/Lz8WPUDaP4cfuPHDnn5u1EKt0BQQ1h8wuQmnT9/Q9Oh+KhUKaVw0Ozm2IhEFDHlKiX9jDC3e2baG7KVba+PZmwjq0J3xkg0yczrXWU1vpXrfVLWuvuWuvy+Q8vH5Yvh4QEU62yYkVLQ8lOesXO7Se2O26U7/RpU61T5E5ALbgQXbDbBSSfg6TTBWeED6BEDVM98MxGqyMReZGSCCdXObwdw5boLbSa2IrYC7EsHr6Ymys7f1rSg80eJDUtlQnrJjj92k6lPKDBm5BwAPZ+kfO+F0+b9X8Vby9462+bfGqa0C9sDef2WB2NEI6RlgL7J0JIV/ANszoaYSFb36F/Bhw/fye/ihSBBg3Aw3V/EfWr3S9jlC81P2Wxr/bUU1CmDJQqBb87bXZtwedfyzwW5FE+V27JkB0PTwisJ2tqCppTqyEtyaHr9/45/A9tJ7XFU3myYuQKmlVo5rBr5aRyUGV61ujJF+u/4ELKBUticJqQzubvdOs4SM6hNUXUbFNhN7wAVOe8Wtl20HEJpMTDX63htLz3CDd0bD4kHjW990ShZmsm9DHQQCl1uz2DKYw8PTx5qd1LbD+xnR+327G4TEqKqVQKsHOn/c7r7tyhNUN8pHksSAkfmGlkZza6R+P7wiJ9/V6Z1nY/tdaaHzb/wM3f3UyZ4mX4+86/qV2m9uUdEhLg+efh4EG7Xzs7jzR/hJPnTzJ1y1SnXdMSSplRvosnYMd72e8XOQ38qkJQI+fFZk+lmkCnleBRBBa1h5jlVkckhH3t/QqKloUK3a2ORFjM1oRvF1AZmKqU+lkpdYdSKtx+YRUu6aN8r694HVvbZFyjenXzWKyYTOnMC99KZmphQS4ekt6Dr6Cs4UsX1NCUhD9/2OpIRG5FL4WgxqbSox0dPnuY7tO6M3T2UG4IuYEVI1dQKbBS5p2mTIHXXjOVmMeMybwt1Y6zJa7QPrw99YLrMX7NePu9V7uq0s0grB/sfA8So6/dnnjc9F8MH+j61YBz4l8DOv1tehIu6QJRv1odkRD2cf4oHP0NKo8wDddFoWZrwvcOpjrnKaA3MBXYp5Q6pZRaqJR6Syk1IKcTONTixbBnj8N+6dubh/LgqRufYkvMFv7c96d9TjpggLnzHR8Pr79un3MWBsoD/GsW/CmdnsWgSBmrI8mbwIbmUdbxFQwp582UzrLt7XbKNJ3GhLUTqPNZHZZGLuXDLh+yfMRyyvqVzbyj1vDJJ5cOSoPw8MvbZs6E1q3h0CG7xZVOKcXDzR9mc/Rmlh8sBKNBDV4zFTi3vXrttkM/mtYNBak6Z3Z8w+DmFRBQD1b0hf2TrY5IiPw7MAl0KlR2TjVj4dpsSvi01k9rrbtorYOBMKAn8AqwHKgGPAnksqaznaWmQvfuZoSrRAk4e9aSMPJqYL2BhPqH8vbfb9vnhCVLmmI1Lrx+0WUV9NYMBaUH39WC6gNKEr6C4uQqs37LTuv39pzaQ4fJHbj/9/tpHtqcrfdt5ZEWj+CZXRnxV1+FTp3Azw9GjDDP7doFo0bB6tXQqBGsXWuX2K40uN5gShUrxfg14+1+bpfjX92Uct/7BcTvz7zt4HQIrH95GnxBV7Q0dFxk/j2vHgE73rc6IiFsp9Ng3zemoJZ/NaujES4g39mA1vqI1nqe1nqs1rqP1jocKAV0ynd0tti/HxITzfcBAearAPDx9OHRFo+yJHIJa4/Y/0OKyIOA2nD+kGkoXBAlRJqpqQWNl6/5gCkJX8Fw7E9Qnvlev5eSlsLbf79N/c/rs+n4Jr7p+Q0LhiwgIigi+4OUgp49YcEC854fGGie//ffy+//gYGXp7bbUTHvYtzd+G7m7JpDZGyk3c/vcuq+BMoLNr1w+bmEg3DyH/cY3buSdwloN89MZd3wOGz6n9URCWGb6KXmJo0UaxGX2JzwKaVKKaU6KKXaKKWCr9ymtT6jtbamo+mFC3DzzVC2LNSta0kItrqr0V0EFAng7X/sNMonbBOQXqmzgBa7SR/hK4gCG0qlzoIgLRkOfAflbzEfkm20LWYbLb5uwdN/PU3Xql3Z/sB27rzhTlReRqfLXDF1eehQWLoUqlSBn35y2A2/+5vej0Lxyb+fOOT8LqV4eagxBg5OvVzJ8uAM8+huCR+Y5vOtppueZdtehzObrI5IiLzbMwF8gqDibVZHIlyETQmfUqoXEAn8BSwFjimlDiul5iilXlJK9VBKVbBfmHlQrx4sXAjHj8PcuZaEYKsSRUpwf9P7mbV9FntP77XPSRMTYfNmOHDAPucrDPwvTVEqiOv4kuPg4qmCV7AlXVBDk7AmxVociMjRkbmmX2XVe/J1mqGzh3Lw7EFm9pvJzwN+pnwJO7Rvbd3aVCZu2DD/58pGqH8o/Wr34+v/viY+qYDOBMiL2k+ZD4+bnjV/PjgdSjUHvxxGYQsyD09o+Cag4PDPVkcjRN7E7YOon6Hq3eBZ1OpohIuwdYTvLeAC8CgwCngX2Am0Al4C5gD2XzGfV0UL3j/0h5s/jI+nD+/9k0Mp7Nz64AMoXtz0Ivz00/yfr7AoUcVMYSqI6/gKYg++KwU1NI9yV9217f0SioeaZr42SkhKYFP0Ju5rch/96/TP3ajehQuwdev19/Pyuva5lBQ4dy7vgWbj4eYPc/biWb7b9J3dzumyfAKhzv/MNN49n5tR+EoFsPdeXhQNhuA2kvCJgmfnB2a6ffWHrY5EuBBbE74w4A2t9Uda60mXirh00lqXBiKAfsBrdouyECnnV47hDYbz7cZviY7PohR2XpS/4m75rl35O1dh4uENJaoVzBG+9JYMBT7h22hlFCIn8Qfg2AKzNiS7giq5sCl6E2k6jcYhjXN/0MyZZhZHhw7wZy4rGqemwrRpZor/E0/YFmwWWoa2pEn5Jnz878ek6bQc99Vac+is9fdA86X6A1A8DNY9ACio2N/qiBwvtC+c3Qrn9lgdiRC5c+Ek7J8I4UPMdGwhLrE14dsBZHk7Vmt9UGv9s9b6RdvDKtwev/FxklKT+Pjfj/N3oho1TJXOKlWggjUzbAusgNoFs/l6QW26nq5YOShaDmI3Wh2JyM6+b0zRlMp35us064+uB6Bx+TwkfOmtGJYuhQ25XOv5zz8waJC56fXtt3ab3q6U4pHmj7Dz5E4W7luY5T6paanM2j6LZl83o9KHlfhq/Vd2ubYlPItCvVdM9b+y7QvHh8mw3uYxaralYQiRa3s+M61Uatnv5pZwD7YmfOOBIUop22/vOkJkpPlAsHQpnDpldTQ2q16qOn1q9eHTtZ/mb31IvXqm6frevfD55/YLsDDwrwXxe02vsYIkIdJ8MCsafN1dXVZQQxnhc1VpyebuccgtpndZPqw/tp5g32AqlMjlzajz56FSJfD0hCJFYHQuq8+1bg3t2pnvfX1zNyU0lwbUGUA5v3LXtGi4mHKRr//7mtqf1abfj/2IvRBLw3INeWLhExyNO2q36ztdxDDTxLn2M1ZH4hy+laBkY5nWKQqGlETY/QmUv9V92qUIu7G1D9/3wErgZ6VUKfuGlA/Ll8NDD5npPnfdZXU0+fLUjU8ReyE2f3eE0z8YibwL6WzuZO+ZYHUkeVNQe/BdKaghnN0GqUlWRyKuduQ3SDxmigHk0/pj62kc0jj3FTmLF4cffzQ39qZMgdKlc3ecUqZn3/PPm9G9Hj1sjvlqPp4+3NfkPv7Y+we7Tu7i3MVzvPvPu0SMj+CuuXdRwqcEM/vNZOcDO/mx/48kpSbx4O8P2u36TufhCS2+Ne+PhUVYXzi1Bs4fsToSIXJ2YDJcPAG1nrQ6EuGCbK3SWQGoCPQAjiil5iulXlZK9bSsOifAli2Xvy9gLRmu1jy0Oe0qteP91e+TnJpsdTiFT3AbCOliynInnbU6mtxLOFhwp3OmC2poRpLOFcCiOe5u7xdQrAKU75av05xPPs/2E9vztn4vXWgo3JbHUuOtW8O4cRAUlPfrXcc9je/Bx9OHQT8PotKHlXhy4ZPULlObhUMXsvautfSv0x9PD0+qlqzKy+1eZvbO2czeIVMEC4zQPuYx6hdLwxAiR2mpsOM9KNkUgttaHY2wQHJqMj2mZX9D09Ypnd9ikr2NwN/ADcCLwGzgkFLquFLqdxvPbbuWLWH4cGjUyHwVcE+1eoqoc1FM3zrd6lAKpwZvQNJp2PGO1ZHkXkFtun4lKdzimuIjTZXGKqPAI4sqmHmw6filgi15Wb/nosr6lWVo/aFsOLaBmyvfzNq71vLXsL+4ufLN14xePtbyMRqUbcADvz9A7IVYawIWeRNQC/xryrRO4dqO/GqWodR6omDP8BE2+3zd58zbPS/b7bYmfK2Ar7TWjbTWHbXWZTEjfn2AV4F1QEMbz227vn1h0iRYvx5693b65e2tW9Vu1A2uy9v/vI3W2raTpKSYNXy//Wb6E4rcK3mDaSy88wMzjc3VJcfDxZMFf4TPryp4+UrClx/RS2Hft/Y9575vzGOVUfk+1fpjlwq25GaELy0NbH3/y0mS/aYMf3LLJxx57Ag/9v+RJuWbZLuft6c3X/f8muiEaJ75q5Csg3MHYX0hZpnpcSqEK9rxDvhGmH+rotA5nXial5e9TMeIjtnuY2vCdwZYf+UTWusorfWvWuuXtNbdtdaFoISXYymlePLGJ9kas5U/9v5h20kWL4Zq1aB7dxg71r4BFgb1x0FaEmx91epIrq+g9+BL5+EJgfUl4cuPTf+Df0ebBrz2kJYC+78xUzl9K+b7dOuPradM8TKE+odef+dZs6BxY5g4ERIT831tEhLg7bchLAy222facFGvooSUCMnVvk3KN2FM8zF8sf4LVhxcYZfrCwcL7QM6FY7MtToS4Q7WPghLb4XUi/Y534m/4eQqqPlYvmdfiIJp7LKxxF6I5f0u72e7j60J389AGxuPFXkwsO5AwvzDePvvt207QY0al7/fudM+QRUmJapC1btMo+m4vVZHk7P0Hnx+4VZGYR/plTodMbLj7pLj4dS/pujQ9rfsc86j6cVa7rHL6dYfXU/j8rks2PLxx6YFw6hR8O67+b/43XfD009DTAy88kr+z2eDsR3GEh4Yzl1z7+JCygVLYhB5ULKx6UEo0zpFfuk0ODgVjv4Oq4abP+fXjnfApyRUGZn/c4kCZ9fJXXy69lNG3zCa+mXrZ7ufrQnfx0ADpdTtNh4vcsnb05tHWzzKsoPLWBO1Ju8nCAuDiAho394UOkiWAjB5VvdF8PCBzS9YHUnOCnrT9SsFNYTks5d/JpF7J1aCToHAenBgEiQczv85934JxcpD+VvyfarE5MTcF2w5ehTWrTPfe3mZpC+/Hnvs8vfr1kF8Plrf2MjXx5fPb/2cXad28fqK151+fZFHSpmpcscWmBsqQtjq7DZIOgNlWsOhGbDhqfyd79wuiPoVqj9glkKIQueJhU9QzKsY424al+N+tiZ8u4DKwFSl1M9KqTuUUuE2nss+JkyAZ5+FqVMhOtrSUOxtdKPRBBYN5M2/38z7Wj4PD9i/H5YsMb34vL0dE6Q7K1YOaj4KB6fD6f+sjiZ7GT34ylodSf4FNjSPMq0z76IXg4c3tJphRkjzW3Qo4RAc/cMuxVoANkVvIlWn5i7hK18eoqLgnXfgkUfMn/OrcWO4/3748kvYsQP8/PJ/Tht0qdqFIfWH8ObKN9kac/3egAlJCRw+a4fkXdgmrC+kXYRjNi6vEAIgZrl5bPkdVHsAdr4HO8fnfExOdrwHnkWgegFu9yJstnDfQubtnsfzbZ8n2Dfn/su2JnzvYKpzngJ6A1OBfUqpU0qphUqpt5RSA2w8t22mTIE334TBg+E/F/5QboMSRUrwSPNH+GXnL3Sd0pU9p/ZYHVLhU+tJM2Vi03NWR5K9+EhTodMdKnQF1gXlIQmfLaKXQOmWprpgxFDY9xUk5uMmmB2LtYCZzgnkvkJnyZLwxBP2mc6Z7tNPTa9WHx/7ndMG73d+H/8i/tw19y5S01Kv2a61ZuWhlYz+dTQh74VQ/ZPqHI8/bkGkgtKtoEgZmdYp8idmuZke7BsOjceb9aH/PQqHZuX9XInRcOA7iBgORXP+sC/cT0paCo8teIzKQZV5pPkj193f1sbrT2utu2itg4EwoCfwCrAcqAY8CUyz5dw223rFHdJ69Zx6aWd4oe0LfNT1I1ZHrabuhLq8tOQlEpPtUMBA5I5PANR5zpSlj15idTRZS2+67g68iptS6JLw5U3SGTjzH5S9yfy59jOm6NDO7Bdy5ygtxSR8IV3t1u5j/bH1lC5emjD/MLucryAr41uGD7t+yOqo1UxYNyHj+YOxBxm3bBzVPq5Gm2/bMGPbDG6pdgsXUi4wdctUCyMuxDw8IbQXHPnNfsU2ROGitUn4gtuaG7MennDjFCjdAv4ZDDF5LOK0+xPz/l7zccfEK1za1/99zdaYrbx989sU8Spy3f1tHeHLoLU+orWep7Ueq7Xuo7UOB0oBnfJ77jz5/HN47jkYMAAqWNf73VE8PTx5qPlD7HxgJ7fVuo2xy8dSd0Jd/tgj00ucpvoDUDwUNj7jmsVE3CnhAzOtUxK+vIlZbooAlO1g/uxfHSoOgD2fwcXTeT/f0T8g8QhUvdtuIa4/tp7GITkUbNEali2z2/VyJSUFLlrzIX5wvcF0qdKFZxc9y4S1E+j4XUfCx4fz4tIXqRRYie96f8fxx48zvd90mlVoxuRNky2JU2CmdabEwfFFVkciCqK4vXDheObG6F7FoN1cc0NteS84uyN350pJMO/rob3Bv5pDwhWu6+yFs7yw5AXaVmpL31q5a8WR74QvK1rrM1rrxY44d7buuANeew1mzHCPKW3ZCCkRwtTbpvLX0L/w9vDmlqm30G9mv5zXdiQlwdKl8MUX8JadqvYVRp5Fod4rpgJi1Gyro8ksJeFSD74C3nT9SkEN4fwh2xKVwip6CXgWg1LNLz9X5zlIiYddH+X9fHu/gGIhUOFWu4SXmJzItphtOa/fe/ddU2RqzBjnFJk6csSsDyxaFPr0cfz1rqKUYsKtE0jTadz/+/1ExkYytv1YDjxygEXDFjG0wVB8fUwxhuENhrM5ejMbj290epwCM3LuVQKiZFqnsMGJS+v3yrTN/HyRUtBhvikOt7Rb7vr+7psISafNchNR6Ly6/FVOnT/FB10+yF21a3KZ8CmlblRKlcprQEopz0vHlsjrsSJnHSt3ZNO9m3jtptf4bc9v1Pq0Fu/8/U6W60BITIQOHeDee+GllyA1i31E7kQMA/9aZi1fWorV0VzmLj34rhTU0DzKKF/uRS+GMq3MIv50gfXMXeBd4yH5XO7PlXDIFKiofKcpAmMHm6M3m4It2a3fW7YMnrnUkHz8eLPWzpFOnoTq1eGzz8yfs3pv3L0bJk82bRwcJCIogiXDl7B8xHL2PrSXF9q9QHhg+DX73VH3Drw9vJm8UUb5LOFZBCp0h6g5kNXvWiFyErPcrAP1r3HtNr8IaP+buXG79JbM79UpiXBmMxycCVtegb8HwpaXzHt9mZbOi1+4hL2n9zJ+zXhGNBxBo5BGuT4utyN8K4AuNsQVeOnYpjYcK66jiFcRnmvzHNvv306HiA489ddTfP3f19fuGBAAZS9Vbrx4EQ4edG6g7sTDCxq8bkoh759kdTSXxUeaR0n4Cq8LJyB2y+X1e1eq8z9IjoXdn+X+fPsmmumVdirWAmY6J5D9CN8NN0CvXub7Vq1MNU1HKl0aPvwQqlS5fM2r/fILjBhhEsNDhxwWSrMKzWhTqU2Od2tLFitJjxo9mLp1Ksmp0mLHEmF9zYfyEyutjkQUNDHLIbhN9rPQSjaG1j+a9/FFN8GSW2BOZZjpC380gL9vNwnfyTWmMFcTB98QEy7pqYVP4ePpw2s3vZan43Kb8CmglFKqYl6+MAVd3Hd+pYuICIpg7sC51Cxdk5nbZ2a9U58+MGQIjBsHxYs7N0B3E9oLSrWALS+bO2+uwJ2arqcrWgaKVZCEL7dilprHrBK+Uk0gpIsp3pJyPhfnWgG7P4KQzubOs52sP7qeUsVKUTGgYtY7+PvDTz/B++/Djz86p4rmXXfB3r1w7FjWff6WX5qGdfYsvPee4+O5juENhhOTEMOf+/60OpTCKaSrmd4v1TpFXiQcMr+nr57OebXy3aD5N3A+Ci4cg9LNod5L0Go6dNsEAxKg134zGhjUwCmhi/xL02nM3zufVYdXce5iHmbaXGVp5FJm75zNs62fJaRESJ6OzUtTpQ8vfeWV46tb7NgBw4eb6pyPP+7Wa/hy0rdmX976+y1OnT9FqeJXzcCdMCHrg0TeKQUN34RF7WHT/6CxjRUQ7SkhEjyKuEcPvisFNYTYjVZHUTAcX2zWF5XMZvSszvPwVxvY+xXUzKGE857PYd1D4FcZmnxi1xDXH1tP4/I5FGwB0zv00Uftet1cKVcu6+eDgsxjr16mKJjFulXtRpniZZi8aTLdq3e3OpzCx9sPynU267gbf1hoP2+IPEqvwBl8nYQPoPJw8yXcQlJqEsN/Gc70rdMznqsYUJG6wXWpW6aueQyuS83SNSnmXSzb86SmpfLon49SMaAij7V8LM9x5DbheyXPZ85sfz6Pz9n58/DddxAWZvo1FVJ9a/Xl9ZWvM3f3XEY0HGF1OO6tbDvT6HTXB1CiiqngaaWEyEs9+BxSh8k6QQ1NK4zUC+auushezBLzYSK75ujBrSG4Hex4G6rdm3mdH0BqEqx/2BRqCekGraaCT6DdwruQcoFtJ7ZxS7VbMm84edJMrXRV330HL798edqnxbw9vRlUbxAT1k3gdOJpShYraXVIhU9YXzjyK5xeb0bPhbieE8vB2x8C61sdiXCihKQEbpt5G3/u+5NXO7xKg3IN2BqzNePrr/1/kZSaBICH8qCET/YlT9J0GnFJcUy7bVqOiWF2cpXwaa3zm/A5R926VkdgqUYhjagYUJGfd/wsCZ8zNPrQFEtZ/7BppBra07pY4iPda/1euqCGoFPg7HYomfvFyYXO+SNmXWmVu3Ler87/YElnODA5c6uFxGhY2c+sS6r9DNR/1fSIsqPN0ZtJSUvJvH5v6VLo3h0+/hhGjrTr9exGKZdJ9tINazCM8WvGM2PrDO5rep/V4RQ+FXqA8jTTOiXhE7kRsxzKtLb7+6pwXafOn+LWqbey9uhavun5DXfecCdAppkZKWkp7D29NyMBjL0Qm+M5q5asyu11brcpnrxM6XRdNWrAww9DSN7ms7obpRR9avbh83WfE3cxjhJFciiOmpAAvr7OC84deXhCq2nwVwf4+w64eRmUsqg+UUIklLzBmms7Ukbhlg2S8OUkeol5zGr93pXK3QylmsG2N6DySFN989Q6WNEHLp6CG6dB+B0OCXH90UsFW9IrdB45YqZIJiTAnXdCbKw1UzkLoBvK3UDd4Lp8t/k7SfisUKQkBLc30zobvm51NMLVXYiBczuh8girIxFOcuTcETr/0Jl9p/cxa8AsetfsneV+Xh5e1Cxdk5qla9Kvdj+HxuQe87/8/Ew1Nwt6KLmavrX6cjH1In/szaIh+9mzphhC06amTYPIPy9f0zS1aDlY1h3iHTt7OUspCXDxhHuO8PlVNuvSpHBLzqKXgE/Q9RfxK2XW8iVEQuQ0ODDFrOvDAzr97bBkD8z6vZLFSlIp4FKvyBkzzHROMFWEXWB9XK5oDWvWmEeLKKUY3mA4q6NWs+vkLsviKNTC+poP8bltlC0Kr/T1e9cr2CLcwu5Tu2k1sRWHzx7mj8F/ZJvsOZt7JHwiQ6uwVpQpXoafd2RRQSwtzfS4WrcO1q41lelE/hUrCx3+MH35lt5iRkqcyR178KVTHiaJkYQvZ9GLzYhDbtZwVuhu1pGsfwhWDTEjfl3XOnyEeP2x9TQOuaJgy2OPQVycSZ5+/x0qVHDo9e1i9mxo3hxatIDFiy0NZXC9wXgoD77b9J2lcRRaob3N/7cNT5g1xkJkJ2Y5eBbLvqCWcBv/HfuP1hNbcz75PEtHLKVDhOsMrrhkwqeUClRK/aSU2qmU2qGUks6SueTp4Unvmr35bc9vXEi56pdQUBB062a+9/GB9eudH6C78q8BbeeYtXTLezv3A0BGwlfJedd0pqCGcGYT6DSrI3FN8QfMiN31pnOmU8qU+U4+B9Xuh5v+gqLBDg3xQsoFtsZsvbb/nq8vNGsGjQrIdN1Fi8zNMrC8RUNIiRA6V+nM95u/J03+bzhf8fKmiu3RP2BJt8yNsoW40onlpm+epxPazAjLLI1cSvtJ7SnmXYyVd67MU1N0Z3DJhA8YD8zXWtcEGgAyZyIP+tbqS3xSPIv2L7p246OPwtdfw/HjcLttCz9FNoJbQ8vvTOGLVcOdl6Ck9+BzxxE+MAlfSpxJbMS10tfvlctlwgdmOlqf49D0U7OOz8G2RG8xBVvKF/A73GPGmIS5SBEIDYXUVEvDGd5gOIfPHWZp5FJL4yi0qt0HN/5g3vMX3QQXTlgdkXA1SbHmhmVu2jGIAik5NZkJayfQ9YeuhAWE8fedf1O9VHWrw7qGyyV8SqkAoC3wDYDWOklrHZvjQbt3w+TJjg+ugLgp4ib8i/hnPa2zfXvTXDi9t5Swr0oD4IZ34NBM2Pisc64ZHwkePlAsmz5iBd2VhVvEtaIXm/6L/rXydlwx5/VsXH/sUsGWq0f4CpqqVWHKFDh4EL78EjytrbjXq0YvAooEMHmT/P6zTPggaPsLnN0Gf7WFhMNWRyRcyYm/AS0JnxtKTUtlyuYp1Pq0Fvf/fj8tw1qyfMRyQv1DrQ4tSy6X8AERwAngW6XUBqXU10qpa8pJKqXuVkqtU0qtIy4ODh1yfqQuysfTh+7VuzNn1xxS0lKsDqfwqfm4mSq3423Y9ZHjr+euPfjSBdQxJdBlHd+1tDYJX9kOLt0Aev3R9QQVDSI8MNw8sW8fREZaWvjEZgMHmiIzLqCYdzEG1BnArO2ziE+KtzqcwqvCrdDhT0g8Cgtbw7ndVkckXMWJFWYWRanmVkci7ERrzZydc2j4RUOGzB6Cr48vcwfOZfGwxZQqXsrq8LLlip8QvYBGwASt9Q1AAvDM1Ttprb/UWjfRWpsmOPXqOTVIV9e3Zl9OJZ5ixcEVVodS+CgFjcdDaC9Y/wisewjSkh13vYRI953OCabhekBtSfiyErcbEo+ZhM+FrT+2niblm1wu2PLKKxARYWYazJplbXAF3PAGw0lITmDWdnkdLRXcFjouhdREU/lW3q8EmIItJZuCV3GrIxF2sGj/Ilp804LeM3pzMeUi02+bzoZ7NtC9evfLv99clM0Jn1KqpVJqilLqX6XUPqXU/qu+9tl46iggSmu95tKff8IkgNmrUgVatbLxcu6pa9WuFPUqyuyds7PfKToaPvkENm1yXmCFhYcXtP4Jaj4Guz+BRR1Nc2tHcPeEDyCwoXyAykr0pUqRuS3YYoGLKRevLdiyebN5PHsWgh1bMMbhUlMhKcmyy98YdiNVgqrItE5XUPIG6LQSPIrAX+0ul+MXhVPKeTi1VqZzuoF1R9dx0+SbuPn7mzkWd4yve3zN9ge2c3vd2/EoILOrbIpSKTUMWAncBhQFDgEHr/qyaY6l1vo4cFgpVePSUx2B7TkeFBgIZcrYcjm35evjS9eqXfl5x89ZV3D74AMoXx4eegi++sr5ARYGHl7Q6D24cQqcXgfzG8PJf+17jZTzpqmrX7h9z+tqghpC4hEpinC144uheBj4VbE6kmxtidlCclry5YItWkO5cpfXEdevb11w+ZGQYG6YVa9uCmFZRCnFsAbDWBK5hIOxBy2LQ1ziX930tCwWAks6myqeonA6uRp0iiR8BdzRuKO0n9SerTFb+bDLh+x+aDejGo3Cy8PL6tDyxNa09H/ALqCy1rq+1rpDVl/5iOshYIpSajPQEHg9H+cqtPrW7MuRuCOsO7ru2o0NGpi+fAA//ggpstbPYcIHQedVZh7/X21g3zf2O7c79+C7UnrhllgZjc6g0yBmaYFYvwdXFGxRCubPh1On4OhRCAiwMLp8mDTJ3DDbv9/cQLOwYuewBsMA+GHzD5bFIK7gGwY3r4AS1WHNKGkpU1jFLDdr60vfaHUkIh9eXvoySalJrBq1ikdaPEJRr6JWh2QTWxO+Spg1dkftGUw6rfXGS+vz6mute2utzzjiOu6ue/XueHl4ZV2ts107M8LXpg28/LIkfI4W1AC6roPgdrBmNPx7H6TaYRqYu7dkSBfUwDye/s/aOFatggkTzFREq8VuhYsnXXo6J5j1e5kKtqRTCkJCLInJLoYPN7NLwCSvu60r1BEeGE67Su2YvGkyuiAWwnFHRcuYKf2Jx0xZflH4nFgOgQ3Ap4De1BJsP7GdbzZ8w/1N76dKSdedSZMbtiZ8UUARewYi7C+oWBAdwjswa8esaz8EeHrCrl2wfDncdx8ULZh3LAqUIqWg/e9Q6ynY+zks6mA+DORHRsLnpk3X0xUpBf41L/ecs8IHH8CNN8L998OzTmq5kZOM9XuuX7ClcfnGLr+gPc/8/MzNso8/hsOHoVYe22LY2bAGw9hzeg+ro1ZbGocz/LT9J0b/Otr1G86HdDGPx+ZbG4dwvtQkOLlKpnMWcE//9TR+Pn483/Z5q0PJN1sTvs+BwUopa5sQievqW6sve0/vZduJbddu9PNzfkCFnYcX3PAWtJphipDMb5y/dWnx+81U0WIFeKQkt0K6mimMKYnOv/a778Jjj5lm2xMnwnvvOT+Gq0UvMWv3fCtaHUm2LqZcZEv0loLffy87jzwCDz4Ivtd0DnK6/rX7U8yrmNtP61x8YDEDZw3kmw3fsPjAYqvDyVmxchB0g6zjK4xOr4PUC5LwFWBLI5cyb/c8nm39LKWLl7Y6nHyzNeFbD1wA/lVK3amU6qCUanv1lx3jFDbqVaMXCsXsHTlU6xTOV2kA3LTQjPAdzkc59eN/mf4+BaRKVL6EdDW/QGOWOf/a3bpByZIQFWUSPqunQKelXFq/59rTObfGbDUFW65M+CZONFNj4+KsC8yRPv3UtJ046NwCKiWKlKBnjZ7M2DaD5FQHtoHJjZMnHVIMbFvMNvrO6EuNUjUIKhrE1/9ZVywn10K6wsl/IMkFpoEL54lZbh7LtLE2DmGTNJ3GkwufJNQ/lEeaP2J1OHZh66fERUBz4Abga+AvYMkVX0svPQqLhZQI4cawG/l5Zxbr+K6WaMHISWFWuqUZoYn61bbjEw6ZUcIKPe0alssKbmt68lkxPapOHfjjDxgwAP78E0qUcH4MVzqzAZLPFYjpnMDlCp3R0TBqlJkaGxJyuXCUu0hLg3feMVM9w8Nh6VKnXn5I/SGcSjzFn/v+dOp1M2htRr+rVoW77zZLBuzkWNwxbpl6C8W9i/PH4D8YWn8os3fO5uT5k3a7hkOU7wY61dycE4VHzHLwr2XWcooCZ+a2maw7uo5XO7xKMe9iVodjF7YmfCOv+rrzqq/054QL6FOzDxuPb2T/mf3XbtQapk2DHj1MqXR3vevuipQyyVr0IkiOz/vxR+aZx9BCkvB5FYPgDtath2nWDGbMgOIu0EA3fS2jqyd8R03BlojACPNEev89MEm0h5uNTC9Zcnlkr2RJaNnSqZfvUqULpYqVYsqWKU69bgalYMOGy0WNHnvMLkl9fFI8t069ldOJp/lt0G+EBYQxqtEoklKTXH8Ka+kW4O0v6/gKk7RUOLFSpnMWUBdTLvLcoueoX7Y+Q+oPsTocu7Hpt63WenJuvuwdrLBNn1p9ALKe1qkUvPkmzJsH587BL784N7jCLrQnpCXB8QV5P/bIr6bst3+N6+/rLsp3hXO7IP6A465x7hyMHGlGo7KTlmbtzZHoxRBQ26wRcmHrj62nUUijywVbAgJg0CCT7DVpYm1wjtCqlbkp0KULDBsGRZxb28zb05sBdQYwZ+cc4i5a9O/z9ddNEbBq1eDFF/PdMiQlLYXbf7qdzdGbmdlvJjeE3ABA/bL1aVahGd9s+Ma1K5N6eEO5TmYdnyvHKewndhOkxEnCV0BNWDeBA7EHeKfTO3h6uE+pEje7vSqyUjmoMg3LNcx+WufAgZe//8/isveFTZlW4BOU92mdyXFmlKdCD8fE5apCuppHR90tP3ECOnQwPda6dIHY2Mzbly+HRo3MlM5RoxwTQ1Z0mpm+u/MDWNYTji8yo50u7GLKRTZHb868fq9ZM5gyBbZuNU3L3U3Romba7/z58P77mbdpDXv35nwjwQ6G1B9CYkois3c6ed12/KVZChUrwuLF5u+4Z898JXxaax78/UF+3/M7n97yKd2qdcu0fdQNo9gas5V/j/ybn8gdL6QrJB6Bs1kUTxPuR9bvFVixF2IZt3wcnSp3onOVzlaHY1c2J3xKKV+l1CtKqc1KqfhLX5uVUi8rpawvWSYy6VuzL6sOr+JYXBZtAAYNgldfNR9GPvjA+cEVZh7eUP4WOPqbmQaSW8cWmJHBwjKdM12JauBXOX9V7xYvNklb06bwzDOZt61fDxs3mu83bYLff8+8vUgRM2Xt/HnYvt32GK5Hp0HsFtj1ESzvA7NKwx83wH+PwdntUHkE1H3Bcde3g/XH1pOclkyT8tmM5Llbm4arXfnzffmlSYSqVTM3ExyoZWhLIgIjnD+t8+abTWuKxx+HiAjw8cn3Kd/++22+WP8FT7d6mnua3HPN9jvq3kFx7+KuX7ylvINvVAnXErMcfCPAN8zqSEQevbHiDc4knuHtTm9bHYrd2ZTwKaVKAv8CLwBlgQ2XvsoCL2Kqd5a0V5Ai//rW6otGM2fXnGs3VqwI//sfVCnYTSULrAo9TQPtU3non3XkV/ApCaVvdFxcrkgpc7c8ejGkXrTtHKdOmaRt3Tpzk+NKXbvCN9+YPpVffWVuhlzpyl5rsbGOKTpy4AeYHQK/14f1j5iRvdDe0PI76HUIeu6F5l9BsbL2v7Ydzds9D0/lyc2Vb7Y6FOt5e5sKr2DW+TmQUorB9Qbz1/6/OB5/3KHXynDiBPz7L+zcCR9+aJdkb/rW6Tyz6BnuqHsHr3d8Pct9/Iv4c3ud25m+bTrxSTasg3aW4qEQUFfaMxQGaclwYoVM5yyADp09xPg14xnaYCgNyzW0Ohy7s3WEbyxQE3gQKK+1bqO1bgOUBx4AagAv2yVCYRe1y9SmeqnqvLfqPfac2mN1OOJKIV3MSF9up3WmpZgRwfK3mr5+hU1IV0hJgBN/23Z86hUjqZ5ZzM8fMcJ8cB09+tpt/v7wzz/mA25UlH2Ljug02PQCrBoKflWh+UToeQB6HYAWEyFiaIG6Yzx391xaV2xNULEgq0OxXvv25rFECbOO0cEG1x9Mmk5j+tbpDr8WAFu2mOmsYArVlLzqfu+OHXmawrvi4AqG/zKc1hVb822vb/HIoe3M6EajiU+KZ+a2mbZE7jzlu5lEwJYCXcL1aQ1Rc+C3uuYGboVbrY5I5NHzi01z9XEdxlkciWPY+mmlJ/C11vozrXXGpyetdarWegIwEehth/iEnSil+KrHV5xJPEOTr5owd9fcnA84csQ5gQnwCYDg9mbULjdOroKLpyC0kK3fS1e2A3j4wDEb75Z37gxr18Lq1TAumzf2qlWzP75lSyht5yasKYnw9yDY9ipUvhM6LoEqI8Ev3L7XcZLI2Ei2xmylR/Ur/o0uW2aKeMyadXm0q7CIiDAjyqdPm6IuDlazdE0ahTRy3rTOm24yI+d//GH+jtOlpJjG9PXqwcMPX54unY0t0VsYOnsoHSZ3IDwwnF9u/4WiXkVzPKZlaEtqla7l+tM6Q7qa0Z9oF28WL/Lu1FpY1B6W9zY9cdv+CmH9rI5K5MGGYxv4YfMPjGkxhooBFa0OxyFsTfjSp3Fm579L+wgX0rZSW9bfvZ5qJavRc3pPXlj8AqlXrxvT2tyJrVxZKnY6U4WecG4nnNt9/X2PzDUjgiFdHB+Xs6xfb9aRHj16/X29/cxi+KO5XA8TG3u5TDyY0YcmTaB5c6he3aZw7SoxGhbdBIdmQMM3ofnX4Jn/KXFWmrfbtAzpUeOKhG/ePJNg9+tn1rQVNo0bg5fzRuSH1BvCuqPr2HVyl3MuWKyYmRLd+YpCB15eEBlpRtW1hieeyPLQlYdW0mNaD+p/Xp/ZO2bzcPOHWT5iOaWKl7ruZZVSjLphFKuiVrEtxoWLopRpDV6+so7PncRHmht1fzYzv7+bToBbtpibse6+RtnNPP3X05QsVpJnWj9z/Z0LKFsTvmhM0/Xs3HBpH+FiKgVWYuWdK7mz4Z28uuJVuk/rzunE05d3eP99eOghSEoyU9sOOLD8vbgsfbTuyHVGXsGMBAZ3ML2d3MGZM9CpE0yebAql5Eb5rnB2K5zPxUjRZ5+ZHpO3325G9VxJ7DZY0NyU8W79E9R+2i0+KMzdPZfqpapTvdQVCfWVf7f16zs/KHcybZqpgpmDO+regYfysK4nX7p33jFTp2+6Cd59N+PpNJ3GvN3zaD2xNW2+bcOqw6sY234shx49xPtd3qesX+7vGQ9tMBRvD2++2fCNI34C+/D0gbIdpT2DO0iKhQ1PwbwaEPUL1HkeeuyFavcWzmUWBdjhs4cZOWckC/cv5IW2LxBYNNDqkBzG1oRvLjBKKXWPUpcn1yulPJRSd2OaruexzrxwlqJeRfm659d80f0LFu1fRJMvm7Dx+EazceRIqFTJfF+5svxichbfShDY4PrTOs/tNn3o3Kkdw6xZEBYG/ftfblp9PSGXyrNfb5RPa/j+e7hwAWbOhH378hfrldKLv9jq6J+w8EZTfObmZVDxNvvFZqG4i3EsjVxK92rdM2+4914zwtOpk6mSKmzz888wZAi0bQtr1mS7W0iJEG6KuIkpW6ZY26euVi0zlfOvv6BhQ7TW/LD5B+pPqE+PaT2IOhfFx90+5tCjh3ih3QuULJb3em/BvsH0qtmL7zZ9x8UUG4s5OUP5bpAQCXG5mMkhXFPMcvi1Cux4F8IHQY/d0GAceJewOjKRB6fOn+KJBU9Q7eNqTN0ylcdbPs79Te+3OiyHsjXhexHYD3wGHFVKLVNKLQOOAhMubXvJPiEKR1BKcXfju1kxcgVJqUm0/KYl32/63kx3mzEDHnjAFKeoXNnqUAuP0J5wYqVZn5ed9BFAZ6zfO3cOdu0yHyq3bnVc8j9tGmzeDG+8AYmJuTsmoLapfHe96VGnT18uJuHrC7175ytUwEwPLVvWrONr08a2Sp17JsCyW02i32UNlGqa/7hcxIJ9C0hKTco8nROgb18z2rNgQeF9X0lLMzcJ3n//uiN0GWJiTM/HX381xYLuvdec58wZePLJHP9fDqk3hP1n9rM6yoEj2z/8AHuuUwisbt2Mkev/Lf4fQ2cPRSnFD31+YM9De3iw2YMU9y6erzBG3zCaU4mn+HWXC99rTu8jKtU6CyatTWsc7xLQ7T9o8a35PSQKjISkBF5b/hqVP6rMB6s/YGC9gex5aA/vdn4Xb09vq8NzKJsSPq31KaAJ8CZwCmh66esk8AbQ9NI+wsU1D23O+rvX0yK0BcN+GcbDfzyMbtbMrOMrmvNieWFnFXqaSo1Hf89+nyO/mpFA30r2ueaZM6Ya5UcfXbvtgw+gZk1o0cIUXXj5Zftc82r9+0Pr1qbi5YABuTsmvT3D8YWmEEJ2SpUyH7C3bDHtFnzt0CLU398UowBISMh7AZJtr8Pa+80azE5/g697LRCfu3sugUUDaRXWyupQXM/DD5vRzccfh9m5bIw+bx5MnAi9esHAgaYwSunSZv3pTz/lOAW4T60+FPUq6rhpnceOwdChJpbatS//v8jG1/99zRsr3+CuRnex+d7NDK4/2G4fsm6ufDMVAyry9QYXLt7iFw7+NWUdX0F1fCGcXm96oAY1tDoakQfJqcl8tvYzqnxUheeXPE/78PZsvncz3/b61m2LtFzN5priWutzWuv/aa3raK2LX/qqq7V+Xmt9zp5BCscq61eWhUMX8mDTB/n434/5a/9fVodUOJVsBMXKZ9+e4eIpMwJoz2br77xjEqHNm6/dFhhoHitXNiMSjzxiv+te6d57YcUK8+GxQgXz3IEDprl5Tsp3g+RzcDIXoxd165o1fPaglPlwW6wY3HCDKQqTW6kXYPtbZkpu2zluNw0oNS2V3/f8Treq3dz+bqlNWra8/H1u+/HNuaJ3ateupvjLihWwcCEEB+d4qH8Rf3rV6MWMbTNITs3hxoit5l+RuJQrl2NRmgX7FnDvvHvpUqULn3r3Ro0Ykfsp3Oni483NyCefvGaTp4cnIxuOZOG+hUTGRubtvM4U0hWil0LKdd7fhOvZ9roZ0QsfanUkIg/+3PsntT6txQO/P0C1UtVYOXIlc+6YQ53gOlaH5lR2bCIlCjIvDy/e7fwupYuX5ov1X1y7w9Kl/2/vruOrrt4Ajn/OihijR3cj3SKgKN0lSrdgiy0Gys9AFEVQUAQVVLpTkJaG0TEaJAZsMGoMluf3x9lc192tbc/79bqv3d1vPVfZdp/vOed5oHNnCHHi9REZnXIxicDVNYk3FfdbbUYArbl+b2NUifANG0ylzNiKFjXtCVq2NKOA8XtrWVuhQnDpkkkAK1WCyZOT379wC1CujrlbvmyZ+fC5f3/aCpD4/WWS1EovZ8rF/Xuu7CEgOCBuOwYRo3lzkxj16gUDBqTumA8+gHffNaPtXbqY16pUgVKJ3JW+nrBWWt8afbkRfIO/z/5tedxJKVHC/F3ImRPat09ytyPXj/D0/Kd5pEAV5s+LwL1dB/j9d2jSJPVTogMCzFrfV14xN6ASSRYH1x4MwG8HfrPo7dhFsXYQGQL+WxwdiUiLgO3m/1mVtzJ8FeWs5PdDv9Nhdgc8XD1Y2Xsl/wz6hyalsubsk1QlfEqpAVEPFe/7ZB+2DV1YWza3bAyqNYhlJ5dxLehazIavvoIWLWDFiiTLagsrKd4ZwoPMHeD4rqyAHEUhfz3rXCsy0lTPiy6dXqZM3O3PPGPW5kydahpG28Pq1eZ64eEwbpxZR5gUjzxQ8DHHrIfJn9+ypuv/zoFs3lD4KevH5ARWnFqBq3KlbYW2cTf07RszdTh2i4yspnhx03pkzhxTBTk1GjaEL780zcsrVkx6v6NHTYGUeL0l21RoQ/4c+W0zrbNVK3PzIzDQ3KhJhN89PzrM7oBXNi9W9V1N7thV8IYMSf3Pkbd3TLGfyEj46acEu5TOW5rW5Vvz28HfErYcchaFHgfXHLKOL6M5NhayFYQKwxwdiUilCTsnMHDpQJqXac7uYbvpUKkDKhNUwbZUaj+xzAB+A9zjfT8jmYcT32ITSXmu3nOER4bz64FfY17Mnj3mLuy8eeZOq7CNIk+Ba86E1TojQkxFyuKdzEigNbi4wPbt5gP4rl1mvZs9RSTygWzwYNOkGqBaNbhxI/lzFGsHtw7Ag2txX79zx1QyXL06xXVFdhN2zyTtpXpmytE9MAlfs9LNyJcjX8yLoaGwYIGZOmyracEZiS0+cFy4YPrf3boV09w+ioerB89We5alJ5ZyL+Se9a8NkC0b5MqV4OWg0CA6zjatf1b2XknJvKVg7lyzfrFNG3juuYTn+uADePJJU9wnvjfeMLMOfvjB7JeIYXWHcenuJdadW5fed2UbrtmhUHNZx5eR3DoIfqug8kjTS1E4Na01H2z4gDf+foMeVXuwqs8qvLJlruUTlkjtJ8cngae01qGxv4/6mtQjc97CzuQqFajEk2WeZNr+aUTqqCTvlVdMhb1mzUwBDG9vxwaZmblmN8U8riyPW33PfwuE37NNO4acOU0T8tS4dcuM9FpD48ZmOticOaZtAoCHh5nKuW6dmUacUjXH6Kp3V+N9OFy4EGbNgg4dzLonZ3B5uVnDV7q3oyOxiQu3L3DU/2jCdgwnTkBY1PqxMmUgTx67x5bpeXubGyRgfp7jTb3vW6MvD8IfsPTEUruFFBEZQe9FvTl0/RDze86nTtGo1r2urqZa7po1ZopmbMHB8OOP5md/3LiEJ23XzlQOfumlRBNMgM6VO1MwZ0Gm73fi4i3F2sG903DPim1ihO0c+xLcvKDSS46ORKQgIjKCF1a9wBfbvmB43eHMe3oe2dyyOTosp5CqhE9rvUVrvSX+9yk9bBe2sKUR9UZw4faFmDUfSpmm2Bs3xhTVELZTorNpKH7rYMxrV1aYaUCFWzgmprAwM/2qWDHo1s1MS0uP48dh716TPA4ZEpMQgPlQ17Jl6kZC8tWC7IXharzpUX/8Efd8tvDwoSl2M29e6qYp/jsHcpYE78dsE4+DrThpbgQkaMdQvrxZI/rttzBypP0Dy6ju30/9+jZPTzOK2rGj+bnq0yfO5sdKPkaZvGXs1oRda81ra15j5amVfN/ue9pXTHp9Xxxr15qbSmD+3hw6FHe7i0vcKaARESY5PHnyv5c8XD0YUHMAy04uw/++f/reiK38d6NKRvmc3t1TcHG+SfY88jo6GpGMkPAQei3qxdR9U3m/6fv81PEnXF1cHR2W07BobphS6lelVJJDAkqphkqpX5PaLpxbt6rd8M7pHbd4S65cyVZgE1ZUrAOgYqZ1am1Gh4q2BrccjonJ3R3OnTNJTkQETJuWvvPFrlDYsaPlawSVi/nwdPVviL1m5/vvTSW/UqUSfPi1mieegFq1TAGOgweT3zfkJlxdC6V7WW9KrpNZeXollQpUolKBSnE3eHrCU0/B66/LlM5oPj4wZowp4rIliXujY8aYG2zDhydMfBKTN6+5gfLIIwk2KaXoW6Mv686ti7s+21KXLpl13d98Y0Zw4/lu13dM3js57c2Mu3WDPXtM+4oxY0zhqKTMn29GCJ980kzxjGVInSGER4az8PjC1F/bnnJXhFzlZR1fRuD7FbhmM9M5hdMKCg2i05xOLDy+kG9af8PnLT7P0uv1EmPpJ49BQPlktpcFBlp4buFgHq4eDK49mBUnV+B3L50jOSLtsnubUaDo9gy3D0PwRVPQxVquXzejYGfPJtm4OTgsmJM3TrL+3Hq2XNiCji7KULu2KQ6RHi+9ZArCfPZZksUe4rh0KeltRdtCaCAE7o15rUYNU2zowoXkPzSmR+XKMc+PH09+30uLQYebhC8Tuhdyj80XNkt1ztT69VfT13LLFlifRBucZcvg2jVzcyW5f/+p1LdGXyJ1JHOPzk33ufjrLzMC99ZbCZL4FSdX8Obfb9K9ane+avVV2s/doAFMnGjWIibXdsLb27RyAZP8xVqrW61QNcrnK8+aM048gla0LVzfZKZ5C+d0/xKc/x3KD4MchR0djUjCzeCbtPi9BRvPb2Rm15m80fgNR4fklGx1q9kTsEHTH2Evz9V7jggdwS/7f0m48cEDs8Yq+o+tsL7ineHWfjO18/JyQEWN/FnJhg2mLHyFChzp34avtn/Fy6tfpsvcLtSdWpeCXxXE8wtPqkyuQqs/WtF8ZnP6uS7j3tb1phVBahukJ6dCBVN4oUUy01T37TPl3itVSnoaadFWZtTML5EPd7a8w1e9upmu2LGjmeqanH/ngFclyFfHdvE40N9n/yY0IlQSvtR68smY54n14/P3N5UvwazJS+5nJDmBgebn/OJFqnpXpX6x+ry+9nVq/VSLkWtGsuzEMm49uJX2865eHfM8VjuGh+EPeWn1S9QsXJM/uv2Biy1Hsx9/3LS4KFQIevY0U2BjaVuhLRvPbyQk3ElbCRVrBxHB4L/V0ZGIpJz4xtwQrSrVyZ1RRGQEC44toPEvjTl07RCLn13MgFrSICApqZ6jp5QqBZSJ9VIVpdTjieyaH3gBOJO+0IQjVchfgZblWjL9wHTeb/Z+zDzojz4yIyehoWYazUuyiNkmineGg++atXtXVkCBRta9w7hjBwDXPaFphX+4u34debLloVSeUpTMU5JGxRtRMk9J833ukmz5dwtjtoxhzzUf5pWfR92ida0XS1K0hhdfNFO8AD7/PPHefNkKQP6GZj1MzU9sH1e0t9+Gd95Jeb9gP9Nmo/po2yagDrTi1AryZs+bsL+R1pn2PafLE0+YqZrNm5tHfIUKmdG9nTvhzBnIYcFU7t27zY2ZixfNSP7mzSx5dgkzD85k04VNTN03lYm7J6JQ1ClahyfLPMmTZZ6kWelm5M6WO/lzT54MnTqZxC9Wwjdl7xQu3b3Eb11+I6d7zrTHnBaurmaEtFy5RJcbtK3Qlsl7J7Pt4jZalHPQ2ufkFG4OLh7m91bRVo6ORsT3MADO/Axl+oJnaUdHI2IJjwxn7tG5fL71c07cOEHlApVZ138dzUo3c3RoTk3pJKZzJdhRqY+Bj4GUDlBAJDBYa/1HCvtaRf369bWPj489LpWlLDy+kJ4LerKqz6qYRffff2/WV4BZb7F4seMCTMbh64c5E3iGgPsB+N/3x/++PwHBAXG+Dq49mC9bfunoUBOnNaysDG65TNuBWl9AtVHWO/+vv8KCBQz22sCs6poDzx+kWqFqyR6y9d+t9F7Um4DgAL5u9TWvNHzF9nPk16wxRVeUMsVdpk1LPIE4MsY8am6HKg2ca73piYmwfyR08IU8VRwdjdVFREZQ5JsitCrXitk9ZsfduG6dabVRs6apyJqa6bvCOrZvN4lldPuT5ctNkhYlJDyE3Vd2s+n8JjZd2MTOyzsJjQjFy8OL7UO2U6NwjTRd7s7DO5SfVJ66Revyd38bNHlPo6DQIAp8VYBXG77K162/dnQ4idvYGh5cgQ7HLD9H0AW4cwyKW3EGiIBDH8KxL8z/mzzpXMIgrCI0IpTfD/3O2G1jOXfrHDUK1eDDxz+kR9UeUpwlFqXUPq11/fivp2W+xVJgMDAUk9RNA4bEewwGngbK2ivZE7bTpXIXCnsWjlu8pWVL87Vq1USLAziDb3Z8Q62fatFjfg+eX/U8ozeP5s8jf7L/6n5CI0KpmL8iebPntc5aFltRKmpa5wHzvbXbMQwZwq5pHzOjWhivPzoyxWQPoFnpZhx6/hCty7fmtTWv0W1eNwIDr6TtukeOmJsED1O5bqVNGzOqfPQoTJ+e9GhR0baAhrfaQIkSpkDIPRv0HAvYAXtegMg0zFj/dw7kq50pkz2A3Vd2cyP4RuLTOQ8dgitXzJqvAwfsH1xW1qSJWSObNy8sXRon2QPI5paNx0s/zsfNP2bzoM3cfvc265tNJ9u9Bzz3fSsi9qftJur4HeO5+eAmY1uMtd57SIdcHrloVqoZa846+Tq+O8dNJUhLRITCP53hny4QetuqoWVpoXfg1A9Qsrske07gQdgDJu+ZTIVJFXhuxXPkz5Gfpc8u5eDzB3mm2jOS7KWW1jrND8xIX3VLjrXFo169elrYxqj1o7TLGBd96c4l80JkpNZXrjg2qGR8t/M7zSfonvN76gNXD+jLdy7rkPCQBPt9vf1rzSdo/yB/B0SZSte3aD0LrZeWNf/drSg8IlzXm1pPFx1fVN99eDdNx0ZGROgJv7+o3UcrXfJNF7315LrUH/z881qD1rlzaz1zZhqjjmXfPq1XrtQ6ONh8HxGu9ezcWo/AnL9YMa3Dwy0/f1J2DjH/Tw59nLr97501+x8bZ/1YnMR7697TrmNcdWBwYMKNAwea/x+g9Q8/2D22LC8iIvHf1yEhWm/enPD3Smio/rNRDs0n6ImN0Pqvv1J1mav3ruqcn+fUzyx4xgpBW0/07/n//n45m/uXtZ7npfW6J7SOjEj78YfHmN8vs9D64iKrh5dlHR1r/pve9HF0JFnalbtX9P82/08XGV9E8wn6sV8e03+d/ktHWvnzUGYD+OhEciWLVlRrrcdorY9aM/EUzum5us+htY4p3qJUygUqUvAw3DZVySbvmczItSPpXrU7s7rPonaR2hTPXRwPV48E+zYs3hCAvX57E2xzGgUfM33bSvey+jqoXw/8yr6r+xjfejxe2dLWEkEBIz9Zw47pGo+wSJrPacPn/3xOpE6hZ1hYmOkVBnD3rmnCbalJk0yxlIIFTYN1F1eIrA71FLgDffuaNT7WFhg16nHsM7i516yzWr3alKffvj3h/v/OM19LP2v9WJzEytMraVa6Gfly5Eu4cfp0U8F07tw4a71EPLduxTRL/+MP00svtT34kuPikvD39XPPmZ+b5s1NH8nY3N3pU7I9bc7A+y3gYr0KcbffvRvTJy+Wz/75jNCIUD578rP0x5xWWpu2KO++awopxSre0raC6Xe39sxa+8eVGjmLQ/1J4L8FTnyXtmNvHzW/h0r1BPfcpu2LSL/wYDjxLRRtA/nrOTqaLCdSR7Lu7Dp6zO9BqQmlGL15NDUL12TTwE1sG7yNthXaSrsFC6WrhJZSqr5S6iWl1IdKqdHxHh9ZK0jhOGXzlaV1+dZMPzCd8MjwlA9IQlhEGAuPL6T5jObk+iIXm84nUpkuHX7e9zMv//UynSt3Zk6PObi7uie7f92idXFRLuy94sQJn4sbdPSFmv+z6mlvPbjF+xvfp1mpZvSu3tuCuFzg+eep7wf7p0LPh+X4cNOHfLfru+SPe/gQXnjBVLYsUQKaNrUofiIiYNUq8zw42FTwBGj5BXhqWPiabdaKhT8wa2UqvgQ5isHO/vDTJOjQwZSnX7Ys4TH/zjGJeyZd9H/h9gWO+h9Nujqnm5uZ/v3ss1C2rH2DywgmToS6daFAAVOt8/59U8ylYUPTYy66Uqc13b8fM905drVNAK1Rz7/AT65d0O7uvLDutehZPcaHH0L+/Ca+qPXbZwPPMnXfVIbVGUbFAhWtH29q9O5tiokdOxbzuwGo5l2N4l7FnXtaZ9mBUKILHHofbqdyLV9kBOweCu55oP5kKPyUqVKcypoMIhlnf4WQAKj2vqMjyVJuBN/g6+1fU+n7SrT+szX//PsPbzZ+k9OvnGZtv7U0L9NcEr3kPHxoqj/Pm5fkLpY2Xs+hlPoL2A18D4wBPol6fBzrucgERtQbweW7l/nrdNqbxF4LusanWz6lzMQy9FzQk3/v/Eshz0KMXDuSiNiNstPh1wO/MmLlCNpXbM/8p+cnOqIXXy6PXFQtWJU9fnusEoPNuHmaxM9atGb0h48RGHyT70sMR1n6AWHwYHj5ZXL7HGH2F6d4quxTfLPzm+RLoHt5waefmv57u3ebxNESwcHm+pUrm7Ls9aLuwhZ63LQ9cPkbypax7NzJuX0IdAQUaQmP/gZ3T0KlWOvSfH3j7X8Mbh+B0hYk1RnEipMrAKQdg6XOnzdrG7U2Cd+6dTHrW/PmNcmVtbVrZ76WLp2w+qdS0KIFZWYs5bM241h9ejXzjsX6AHHjhvm6N2p0G/ho00e4u7jz0RMOuserFPSK1d8y1o0XpRRtK7Rl3dl16bphaVNKQcOfzSjdzv5mXV5KTn4HN/dAve9N39aibUyv1rsnbR5upnd6MhRsDN5S8dEeDl47SL/F/Sj+bXHeWf8OxXMXZ3b32Vx+/TLjWo2jQv4KKZ9EmJuHmzfH/V0Yj6UjfKOB1sDnwJOYWV4DgXbAVmAv4JwVPUSadazUkaK5isYt3nLrFixZAi+/HFM2P4rWmh2XdtBnUZ//huRrFKrBit4rOPPKGb5r+x2Hrx/m1wO/pju2mQdnMmz5MFqXb82iZxaRzS1bqo9tULwBe6/sjXsHO5M7vHclU3Kd4Pk9mlq9Xkv5gKQULGgqtlavjlKKd5u8i989P2YdmZXysemdFuzlZe7mnzhhisBEJ45KQZU34K6vbaY33YyazlmgPhRpAZVeBdZA75pmRDF+b8J/55r+gKV6Wj8WJ7Hi1AoqF6jsuJGdjC66H5+LCwQEmJHvgQPNiF+XLra5ZufOZprt+fMwcmSSu73a6FUaFGvAq3+9ys3gm+bFk1EJRd680KMHB68dZM7ROYx8dCTFvNI31T9devUy07hXrIDffouzqW2FttwJucPuy7sdFFwqZC8EjaaZIl1HP01+33tn4PCHpqhX9FTxom3MV5nWmT4PrsPdE6ZYi4wm2dyyE8to/EtjVp5ayYh6Izj6wlG2DNpC7xq90/RZTmBmOfTtm/w+iS3sS+kBnAbmRj0vgGnD8FTU927AAWCsJee25CFFW2zvww0fapcxLvrf2/+aF6KLb4DWH3ygtdY64H6AnrJniq7zUx3NJ+g8Y/PokX+N1CdvnIxzrsjISN3klya60NeF9J2HdyyOadbhWVp9onSLmS10cGhwmo+fvGey5hP0hVsXLI4hI4mMjNTNxlbSBd5B38yB1u3bW/XcdX6qoyt/X1lHWFJ8wFrCQ7ReXEzrDa2sf+4dA7VeVDim0EXYfa1XVNZ6SQmtQ27F3TcyUutl5bXe0NL6cTiJOw/vaPf/ues3176Z+A7XrmkdGmrfoDKaO3dM8aE78X4PhoVpfTdtxZRs4eDVg9p1jKsetHSQeSE0VOudO83/W6112z/b6nxf5tO3HtxyXJApuPXglnYd46o/3PCho0NJ2c5BWs920TpgZ+LbIyNMgZf5ebS+H68Yz/JKWm9sZ+sIM7eLi0yxlqT++wurmbZvmnYZ46IbTWukA+4HODqczMPHx7pFW4CSwJao59Hz8jyiEshwYA6Q9LiiyHCG1R2G1prp+6ebF1qYRrb3PODP43NpP6s9Rb8pyourXyRCRzC141SuvHGFCW0nUKlApTjnUkoxoc0E/O/7M3arZSW85x2dR/8l/XmizBMs772cHO5pb0zcoFgDwMkLt1jR3KNz2Rpyii8K9SZ/j34JyrSnh1KKd5q8w8mbJ1l+cnnCHaxRgCI1XD2g0itwbZ2ZTmlNgT6Qv37MnV+3nND4D3hwFfa9lnDfoLOZejrn32f/JiwyLOnpnP37g6cn1K5tpgCKhHLnNmtAc8drdO7mZkayHaxWkVq8/djbzDg4gw3nNoC7Ozz6KBQuzOYLm1lzZg2jmo4ib/a8jg41SXmz5+XREo869zq+aHW/gxwlYOcAUzwkvjM/mwIvdb+BnPFGVIu2Af/NEGGbomhZgv82cM0O+eo6OpJMS2vNZ/98xnMrnqNN+TZsGLCBgjkLOjqszKNe0oWGLE347mFG8qKfRwKxf/vcAYpYeG7hhErnLU27iu345cAv3A+9z9LSD3h2eH4Kj3Kjf62zHA84zluN3+LQ84c4OOIgw+sNx9PDM8nzNSjegH41+zFh1wQu3L6QpliWnlhK38V9eazkY6zovYKc7jktek81C9fE3cXduQu3WElQaBBvrXuLukXrMvT1P0wlQGsVNomIgIULebpWb8o+yM647ePiTpM9fdpUzBw+3Mwxt/UU2grDwTUnnJhgvXOGBZmpovGrthVoANU+hPO/w6XFMa//Oxdc3M3UoExqxsEZeOf0pkmpJgk3hoWBj4/5eugQ5Mlj/wCFVYx+YjQV8ldgxMoRBIeZJERrzXvr36NE7hK83PBlB0eYsrYV2uLj54P/fX9Hh5I8jzzQeAbcOw0H34277f4lOPCOWUNcbkjCY4u2gYgHELDNLqFmSgHboEAjc+Mwi7t05xLPLnyWT7d8mnIF7lSKiIzglb9e4aNNH9G/Zn+W9VqW7OdEYV2WJnxngUoAWusI4Bim4TrKlNHpDlyyRoDCeYyoNwK/e354f+1Nt9UD2FTBlSENR7Bt8DbOvXaOsS3HUrNwzVRXUhrbYiwuyoV317+b8s5Rtl3cRq+FvahXrB6r+6wml0cuS98O2dyyUbtI7Swxwvf5P5/jd8+PH9r9YN0mpVpDnTrQsydukfDmifzsuryLbRdjfeiIbrg9bZpZM2TrtRHZ8kO5wXBhFjy4Zp1z3joIOtKM8MVX/QOTCO4ZYdaA6EjTjqFoO/DIa53rO5lD1w6x6vQqXm30Km6JFRW6fh1q1DDPS5SACrLwPqPK4Z6Dnzv+zNlbZxmzeQxgbrrtvrKbT574xKLZFTbn6xtnVDm6PcO6s+scFVHqFX4SKr9uGn9fjYpXa/P7RUeYAi+J/Q4t3BxcPEy1TpF24ffh1n7wtrB6dCahtea3A79R/cfqLPZdzOjNo+k0pxO3H95O13lDwkPovag3k/dO5q3GbzGj64wUq6mLFGzZAr//nuoZVJYmfOuBHkqp6E+OU4G2SqmzmPV9LYFfLDy3cFLtK7anc+XO9KzWkzV91+D3ph8/tP+BJqWa4KLS/k+pRO4SvP3Y28w/Np/tFxPpYRaPb4Avned0plSeUqzqsyrN/eMS06BYA3z8fKx2B8sZnbp5im92fsPAWgNpXLKxdU+uFLz4ImQzC6wH3y5DwZwFGbd9XMw+saemDR1q3esnpfJrEBkGp6dY53yB+8zXxPoy+d+ES53gwS34szn4b4UHVzL1dM4vt3+Jl4cXLzV4KfEdSpQwf4wuXYI//7S8ImtW4etrCrWUK2f+uzmZJ8s+ydA6Q/lm5zf4+Pnw/sb3qVKwCgNrD3R0aHHt32+mED/yCLz99n8v1y1al4I5C2aMaZ0AtT6H3FVh12AIvQUX/oSrf0HtsZArifYmbp4mWZHCLZa5sdsk1Fk44fO750fHOR0ZsnwItYvU5sRLJ5jSfgp/n/2bBtMacMw/lW1D4rkbcpf2s9uz4PgCxrcaz9etv7boM6OIJSLCFE0cOBAaNDAtaVKS2MK+lB5ALqAy4BbrtTeA/ZgKne8CypJzW/KQoi0ZV1BIkC72TTHd4OcGyRb7uHL3ii41oZQu/HVhfTbwrNWu/9uB3zSfoI/7H7faOZ1JZGSkbvdnO+31hZe+eu+q7S704IHWly9rffGi/t/m/2k+QR+5fsRsO35c6/fe0/rnn7WOsGNBly1dtF5YQOuwtBf0SWB7P1MMJjG7d5viRW0xC/6Xldd6bk6tw4LSf10ndOrGKe0yxkW/8/c7jg4l88iZM6YIVqlSjo4mUYHBgbrw14V1nrF5NJ+gFx1f5OiQErp6VWsXF/PfUSnzOylK30V9tfdX3o4tKpUWN320nu2m9ebOWi/Ir/Xax0zRluQc+8r8Drp/Ofn9REKHx2g9S2kdctvRkdhdZGSk/uPQHzrvl3l1js9y6Im7Jsb5Odn671Zd+OvCOtcXudL8c3/13lVd+6fa2u1/bvqPQ39YO/Ss69dfY/5meHqa331RsFbRFqVUDsyUzbzaFGiJThy/1VrX1Vo30FqPi7qoyCq0Nncc0sjTw5MvnvqCvX57mX1kdqL73Hl4h3az2hH4IJDVfVdTLl+59Eb7n8xeuOXw9cP8deYvRj8xmiKDXzHFdj78EC5ftu6FsmeH4sWhZEleavgSOd1z8vWOr822qlVh7Fh47jn7jvRUeQNCbsKFP9J/ruiCLYlep4r5uhbwVaZYS4nO5o57JvTV9q9wd3Hn9cavOzqUzGPUqJjn337ruDiSkS9HPia1m8SdkDs0LN6QblW6OTqkhIoUMa0usmWD7t1Nk/kobSu0JSA4gANXDyRzAieSvx5U/wiuLDfTDRv9Ytq8JOe/9gx/2z6+zCZgG+StadZRZiHXgq7RbV43+i/pzyPej3Do+UO82ujVOCNwTUs1Zd/wfVTzrkaP+T34cOOHKfZRPnHjBGO3jqXR9EacunmKFb1X0K9mP1u/nazj6afhgw/MZ6/33jO/+1JgyaevEGA6UMeCY0Vms2EDDBlimvjOm5fy/onoX6s/9YrWY9SGUf8VBYgWGhFK9/ndOR5wnEXPLKJuUetWz6pSsAqe7p6ZtnDL4euHAehQvp1p6rxxI3z+OYQk0yA9nfLnyM9zdZ9j9pHZXLxz0WbXSZF3M1Nt7cQEs67OUmF3TUPjpBK+3LnhpZfg08+g9hTIUwMqvmj59ZzYlbtXmHloJkPrDKVILqnLZTVvvglffAFTp5pExUn1fKQn0ztNZ1b3Waleq213P/0E/v6wcCFUiqkQ3bp8awDWnMkg0zoBqr0PZfpCgymQp0rK++etATmKyrTOtIoMhxs7s9x0zrlH51JtSjXWnFnDN62/4Z9B/yTZU7V47uJsGbSFYXWG8fnWzxOs69Nas89vHx9s+IBHJj9C1clVeX/j+xTNVZRNAzf9t45WWImXF3z2GZw6BW+8kapD0pzwaa0jgYtA7pT2FVnAjh2m0e2lSyb5s4CLcmFCmwlcvnuZb3Z889/rkTqSwcsGs/H8Rn7p/Mt/f7CtydXFlXrF6mXaET7fG764ubhR4WYk3LljXvT2NmuFbOiNxuYX0ISdVqyUmVb/NWI/kb5CBoEHAG0ariflhx/M3bYez0OHw1ComeXXc2Lf7PyGSB3J203eTnyHoCCTsMyaBffu2Te4jCxHDjPKN3y4Uzd8VkoxtO5QKuR34iI8FSokbHMBFPIsRL2i9TLOOj4AFzd47E8on0hVzsQoBUVaw7W/IYURGBHL7UMQHpSlEr4VJ1fQe1FvKuavyMHnD/JG4zdSLOiWzS0bP3f6mR87/Mj6c+tpMK0BC48vZOSakZSZWIb60+ozbvs4inoV5ft233Pp9UvsGraLhsUb2uldZUElS0LO1FWqt3R+1Uygv1Iqm4XHi8ziqadinu/ZY/FpmpVuRo+qPfhy+5f43fMD4L317zH7yGy+eOoLBtQakN5Ik9SwWEMOXjtIaESoza7hKL43fKmQvwLuj9SAixfNKOwXX9j8Q2WpPKXoXb030/ZPI/BBoE2vlXwgPSFHcTiZjsQz0Md8TaxgSxZyM/gmU/dNpU+NPpTJWybxnVasgCVLoF8/M7VOCCfStkJbdl7ame6Kg06taBtT6CX695ZImX9UVelCWSPh01rz8eaPqZC/AlsHb6VKwVSMHkdRSvF8/efZNHATQaFB9FzQk598fqJ2kdr81uU3rr91nQ0DNvByw5cpkbuEDd9FBnH/PgwYAEePOjoSixO+HUA4cFAp9YpSqq1S6vH4DyvGKZxVw4ZmWHnHDlMhLR2+avUV4ZHhfLDxAybumsjXO77mxfov8l7T96wUbOIaFG9ASEQIR/0d/wNpbb4BvlQtWNV8U7IkPPMMDBtml2u//djb3A+7z5S9VqqUaQlXD6j8ClxbD7cOW3aOQB/IWRKyF7JubDa09sxaJu+ZbNVzTto9ieCwYN5tkkwblblzY5537WrV6wuRXm0rtCVCR5gm8plVkVaAkmmdaRGwDTxLQ86skaCsOLWCA9cO8GGzDy1ujdCkVBMOPX+Iv/r+xY13brCs1zIG1R5EgZwFrBytE9EapkyBu3dTt/+lS9C0qel73KmTmWqeHnv3wv/+F2dtclpYmvCtA2phKnVOBFYBm2I9Nkd9FZmdu7uZyta4sXmeDuXyleO1Rq8x8+BMXl/7Ot2qdGNSu0k2XysSXbhlzxXLRyidUWhEKGcCz8QkfHZWo3AN2ldsz6Tdk3gQ9sAhMQAxjdgtHeUL3Jf0+j0nNWrDKF7+62Wr/Zu+F3KP7/d8T9cqXalWqFrSO377rVkjWqMGPPusVa4tRJpFRpr+nxMnmt6fUR4t8Sh5suXhrzN/OS42W8te0Py+koQvdbQ2CV8Wmc6ptWbMljGUz1eevjX7putchTwL0bZC23T1Q85Q5swx6/WrVYPVq1Pe//ZtOHPGPL9wwawrjnblCrRrZ5LC1AgMhP794eOPzdrkjRvTGr3FCd/geI8h8R7RrwmRJh80+4CiXkVpUqoJs7rPsm6T8CSUyVuGAjkKZLrCLWcCzxChI6jq7ZiED+DdJu8SEBzAbwd/c1gMeOQza2AuzIIHV9N2bOhtuHc6+fV7AOHhMHo09OwJ9eunuhGqLVy6c4kD10wlwpFrRmKNgslT903l1sNbjGo6Kvkdy5eH99+Hw4ehYuKL/4WwuYcPzeyTkSNN0nfzJgBuLm60LNeSNWfWWOXnwmkVbQM3d5mpnSJ5Qefg4bUsk/CtOr2K/Vf380GzD3BzcXN0OBnH7dvw6qvm+eXLqUv4atSA2bNN1eBp00zPYoBbt6BtW1izBh57DI4fT/lc2bLF1GEICDAzttLIooRPaz0zNQ9Lzi2ytjzZ8+D7ki+bB24mh3sOu1xTKUWD4g0yXeEW3wBfAKq4FXFYAY1mpZrxaIlHGb9jPOGR4SkfYCuVXzOV2E6lcXppYNQ05ZRG+Nzc4McfzR28fftSf9fOBpafXA6YZHvn5Z3MOTonXed7GP6Qb3d+S4uyLWTxvcgYcuaEerHW3G7b9t/TthXacuXeFY4FWNZEOkMo2sZUJr6WiaeuWktA1L+NLJDwRY/ulc1bVlokpMbDhzHP8+QxxdkKFjTJ1tixqTtHp05w7lzcpTQ+PnDypHl+7Vrq2mR5epqbygCffGLRDVVpdS+sJzISDh6Eq2kcRYknd7bcdhnZi61BsQYcCzjG/VDL5kY7I98bUQnfnHWQNy/UqgXz59s1BqUU7zz2Dudvn2fR8UV2vXYcXhWgRBc48yOEB6e8f7S0FGypGmsk1dc3bfFZ0fJTy6lUoBJftPiCekXr8c66d9L173rmwZlcDbqa8uieEM6kWzfo1QsmT46T/LUpb3rVZaj2DGlVsBG455ZpnakRsA3c80KeRxwdic2tPr0aHz8fPmj2gcVr97KM4GAzdfP1183ImlLm94mvrylM5uUVd/+7d02NhBs3Ep6rWLG437dqZUYIvbxgxgxoHasCfVgY/PwzfPddwvMMGwabNplZNBawOOFTSnkqpcYopQ4rpYKiHoeVUp8opTJnx2GRtEmToHBhqFPHDGFnMA2KNSBSR/43FS4zOHHjBCVzlyTXzn0mGT982KxXsLMuVbpQuUBlhiwfQv8l/Vl3dl2KTVttosrrphH7v3NT3jdaoA94loFsqViIPnKkaVGyezc87piaVXdD7rLp/CY6V+qMi3Lhu7bfceXeFb7a/pVF5wuPDGfc9nE0LN6Qp8o+lfSO58/DAweu0xQivnffNWtuXnwRSsQU4yiZpyTVvKtl7oTPxR0KtzAJX2aeumoNAdvAu0nKTe0zuOjRvTJ5y9i06rlT2bwZRoyAJ56Ajh3h7NnUH/vll2Zk7rvvTOGV6J+jggXjzh6I9txzsGCBaYgemoqK7y1bmvP3jbWO8tIlqF7dxPzBB2b0LzZ3d2jePPXvIR6L/oUrpfIDe4CPgMLAgahHYWA0sCdqH5FV5MwZc2dj/XrHxmKBBsVN4ZbMtI7P94avWb8XGgouUT/qjRvbPQ4X5cLKPivpX7M/K0+tpPWfrSn1XSneXfcux/ztOK3Kuxnkrgpnfk79MTd9Ul+wpXt3GDTIrB1KZV8ca1t7Zi1hkWF0qdIFgKalmtKrei++2vEVF+9cTPP55h+bz/nb53m/6fvJF08aNAgKFTKLys+ftzB6IeyjXYV2bL24laDQIEeHYjtF20DwJdOHVCTuYYD575MFpnOuObOGvX57M9/o3s2bJjn7LZE6Ab6+ZrTsn3/MNMrYUzSTo7WpiBlt5MjkW1mdPAnLlpnnW7bA4sWpu07BgnG/L17c9GQFM8L47bepO08qWXpL439AFeBloJjWupnWuhlQDHgJU73zE6tEKDKGFi3MV29v8482gymSqwglc5dkj1/mqNQZqSM5ceOEqdD5zz9mwfHmzRYt9LWGCvkr8FPHn7j65lUW9FxAvaL1+GbnN1T/sTr1f67PpN2TCLgfYNsglDIVO2/uhluHUt4/JBDun0+5YIsTWX5qOQVyFKBxiZjEflzLcSgU76x7J03nitSRjN02lke8H6FT5U5J73j5Mmzdapquz54d8wdLCCfVtkJbQiNC2Xxhs6NDsZ2iZuqqTOtMxo0d5msmT/iiR/dK5ymduUb3Dh82o22jRsGsWQm3V4nqL+jhYRKxaslUmI5NKTPlcu5cMzV88ODk9w8KMks6ChSAn34yUz8t4eJi1gbmyWO+fvKJZedJ6vQWHtcZmK61nqK1/m9ultY6Qmv9I/Ar0NUK8YmMomxZ01jy2jWYPt3R0VikQfEGmWaE79KdSwSHBce0ZPDyMtMabNziIiXZ3bLz9CNPs7z3cvze9OO7Nt+h0by25jUqfF+BK3ev2DaAsv3BJRucmZbyvoH7zFdLWjL89Zfdp9CGR4az6tQqOlbqGGcNbKk8pXj7sbeZd2we2y5uS+YMca06tYqj/kcZ1XQULslNd7p0CSpUMM+ffBKKFLH0LQhhO7F+FpuWakpO95wsOL4g81brzFUGcleGq5l46mp6BWwDF48MdVPPEn+f/ZvdV3bzfrP38XD1cHQ41nPsGPz7r3me2Lr5WrVgwgRYtAjKlEnbuZUyrYUWL46ZIZWUevVMGxh/fzMdMz3atjXv6b33rD5TyNKEL3oaZ1L2R+0jspJq1VL+wXBiDYo14OytswQ+CHR0KOkWXbDFkS0ZUlLIsxCvPfoa+4bvY+OAjdwNuWv7/ljZCkCpp+HCHykXb/mvYEvdtF1Da7O4ulYtKF3azNO3g+0Xt3Pr4S06V+6cYNs7Td6huFdxRq4ZSaROuWXEpTuXeH/j+5TJW4Ze1VO4W9m4sZnSsn+/6cEnhLO4fh3GjDEzUDrFjFJnc8tGvxr9+P3Q7zyz8BluPcik7QuKtAH/LRAu62sT5b8NCjQA1+yOjsRmokf3SuUpxaDagxwdjnX17m0KmHh5wWuvJbzBmj+/mY7ZsaNpaxDb9evpb4QenzU+/yplRvhswNLorgN1ktleJ2ofITKM6AbsPn4+Do4k/aJbMjiq6XpaNS/TnKK5irLhvB3KiFcYAWF34WIKFUsDfSBXBdPHLy0OHgQ/P/M8KAhKlYq7PTIyZrsVLT+5HA9XD1qXb51gm6eHJ+NajmPf1X3MPJh0xxytNb8f+p0aP9bg/K3zTGo7KXW9mpQyBZsaNUrPWxDCusLDzbSojRthw4Y4xRR+7PgjX7X8iqUnllJ7am22X9zuuDhtpWgbiHgIAVsdHYnzCQ+GW/sy/XTO9efWs/PyTkY1HeX8o3tnz8ZdO5can34Khw7BO++kfgbTlStmxlPLlv/16ATgYtrXuWckliZ8K4ChSqkRSsXM9VFKuSilhmOari+3RoAiA4tfYcjJ1StmKi9lhmmdvjd8KZA9P95rt5rpAU4+bUkpRctyLdlwbkOqRqDSxbsp5K6ScvGWmz6WTfVxczNz+PPmhXbtzPexHThgpkBvt94HTK01y04uo0XZFuTyyJXoPn1q9KFxicaM2jCKuyF3E2y/HnSd7vO7M3DpQGoUrsGh5w8lv3ZPCGdXvDiUL2+eP3xoPhhGcVEuvN3kbbYP2Y6bixuPz3icT7d86pgKwrZS+AkzZVHW8SV0cy9EhmXqhE9rzSdbPqFE7hIMrp3COjR7S6z33Pvvm6JnnTvDiXjFhvz9TeXKiHg/ny4u5u9paoWGmhH/kyfhyBHzNzoiwiSBjzxi1uxl0sJjliZ8o4FzwBTATym1RSm1BfADfoza9rF1QhQZztWrZkpbqVJw/Lijo0m1vNnzUrlA5UzRgN33hi9VPIpBjx5m7np0UR0n1rJcSwKCAzhy/YhtLxRdvOXGTridxLUe+kPwxdT134uvRg1TDj4gACZOjLtNa1i1yvzRGWW9vna+N3w5e+tsotM5oymlmNh2ItfvX+eLrV/E2bbo+CKq/1idv07/xfhW49k8cDPl85e3WnxCOMzo0aagw8WL0KBBgs0NizfkwIgD9Krei9GbR9Pi9xZcvpuKRsgZgZunqU4sCV9C0Q3XCz7m2DhsaMP5Dey4tINRTUeRzS1bygfYy/TpULmyKYoS7fDhmD7BK1bAvXtxtzVsCF98Yda2pYeHB3z0kfkc4OZmRgZdXc3X+/dh6VKzds/Jb5JbwqKET2t9E6gPfAncBBpEPW4AY4EGUfuIrOj55+GXX0wDybffdnQ0adKgeAP2XMn4lTpP3DhB1fuxFvyWd/4P7y3KmqR0/Tk7tPUoO8Dc+U6qeEt6CrZEc3NLWHb55k2YMsU837rVVFC1guUnzYSKTpWSH5FrULwBA2oNYMKuCZwNPMutB7fou7gvTy94mtJ5SrN/xH7efOzNOEVfknTihOk9tGFDwruuQjiLAQOgT59kKxTnzpabP7v9yYwuM/Dx86HWT7VYdmKZHYO0oWJt4c4xCM4kSay1BGyDPNUgW+bsIBa9dq+4V3GG1hnq6HBi7N4NL71k2g707h3TtzlXLpNogRnhi31zZsGCmOIs336b/oGEvn3NZ9RFi0zfvIiIuGv8vvrK4QXubMHiFYZa67ta6w+01tW01jmjHtW11h9qrRPOFxJZx//+F/PDEhlpfrAziAbFGnA16Krtq0Xa0I3gG9wIvkHVvBVM1cQ8eRJvFOpkiucuTpWCVeyzji9bASj5NJxPonjLfwlfGgu2pKRgQejQwVSyHD8e6lrn/MtPLqd+sfoUz51yS5SxLcbi7uJOvyX9qP5jdeYfm8+Y5mPYOXQnj3g/kvqLzplj7tS2bGkSPyEyMKUUA2sPZP+I/ZTOU5qu87ry2l+vZfwqnsU6mK8nv3dsHM4kMsK0ZMjE0zk3XdjEtovbnG90L3fumCmYNWtCF9MzlnLlzIjf4cPw9ddxj/nkE5ME5spl+t09koa/U0kZPNicE8wI36+/ws6dZkZAOpqbO7N0lZRRSmVTSrVRSr0Q9WitlMq85Y5E6tSqZZK+tWtNeXoHNaG2RHThlow8rfO/gi1t+pliBYGBMGSIg6NKnZZlW7Ll3y2ERoSmvHN6VRgOYbfh4sKE2wJ9TElz99zWv+5XX5k1Am++af6ApdP1oOvsuryLzpWSns4ZWzGvYrzf7H12Xd5Fvuz52D1sN6OfGJ22Zrxax52O06FDGqMWwjlVKlCJnUN38kL9F5i0Z5J9bkDZUp6qUG4InPgmdf1Hs4I7R03hrkya8EXqSEZtGEUxr2IMretEo3tg+tXt3g39+8OSJeDpGXd7jRpQqVLc11xd4c8/zXEdO9outkcfNVV9MymLEz6l1ADgCrAamBz1+Au4opQaZJXoRMb14YfQOmG1QGdXu0ht3FzcMnThlgQtGVxczLz1DKBluZYEhwWz6/Iu21+s0OPgVQnOJlK85aZP+qZzJqdAAchuvftiq06vQqOTXb8X3ztN3mFF7xX4DPehblELRxlnzIBXXoGKFaF9e8vOIYQ93b1r+kamIJtbNr5t8y0FchRg6r6pdgjMxup8DR75YfdzZnQrq4tev5dJE74/D//Jnit7GNtiLNndnHAMJk8e+P13M6qXWl5e1hnZy8IsSviUUs8CM4Ag4ANMk/WuwIdRr/0StY8QGUoO9xxUL1Q9w4/w5XTPSak8pVLe2ck0L9McF+Vin3V80cVbArbD7WMxrz+4Cg+u2C7hs7LlJ5dTKk8pahaumepj3Fzc6Fipo+UfBpQy/fcmTTLVznLksOw8QtjD1q1mWnu+fGZkPRWyu2VnUO1BLD2xlGtBGavidALZ8kO9iRC4F05PcXQ0jue/FXIUB8/Sjo7E6u6F3OO99e/RsHhD+tXs5+hwDFnj7RQsHeF7HzgB1NRaf6m1Xh71GAvUBE5H7WMRpdQFpdQRpdRBpVTGb4omzBQwOzWgTq8GxRrg4+eTYddu+N7wpXKByriodM3Ydog82fPQoFgD+02jKjvQFG85G6t4y3/r9+y07vHmTbMo3QIPwh7w99m/6VypM8pRi8wz4eJ2kcnkzg3795s15f/8k+oKfMPrDSc8MpxfD/xq4wDtoHQv05fv0PtwP+VRzkxLa9OX0LtppvzdNXbbWK4GXWVi24nO8RngwAGoXt38/AmHsvRfQ2Xgt8SKs2it7wC/AZUSHJU2T2qta2utM8ZtdpG0gwehVSuzQPfqVUdHk6KGxRty6+Etzt466+hQLOJ7w5eqd9xNNcjduyEkxNEhpUnLci3ZfXl3or3irC57QSjZHc7NhPAH5rWbPoCCfHVse+2ICFMKunRp07fv1Kk0n2LD+Q08CH+QpumcQmQ51aubaWRKQdGicOtWqg6rVKAST5V9imn7p2X8/nxKQYMfQUeAz8uZsux8qtz/Fx74ZcrpnOduneObnd/Qv2Z/Hi3xqKPDMTczu3c3FZ2bNDFr9oTDWJrwpTS/QQPXLTy3yEy0hkGDTOn2+/fhY+dvzxhduCUjtmcICg3i4p2LVN111pQ+fvRRk3BnIC3LtSRCR7Dlwhb7XDC6eMulqOItgftMoQP39BdUSZarq2n8ev++GXn48ss0n2L5yeV4eXjxRJknbBBgEm7ezLofFkXG5OoK69ebRO/AAcif+lL8I+qN4MLtC/x99m8bBmgnucpCzf/BleVwOYt++I5ev1co8yV8b/39Fu4u7oxtMdbRoRgnTpiicWDqCMgaPIeyNOGbAQxWSiX4RKSUyg0MxozyWUoDfyul9imlhie2g1JquFLKRynlExAQkI5LCZtSCsaNM89dXc0PvZN/WKxWqBo53HJkyMItJ2+cBKDKyag2mK6uZmQ1A2lcojE53HLYZx0fQKHm4FURzvxs/m0G2rBgS3wffGC+Vq8O7dql6dBIHcmKUytoV7EdHq52LMrTsaMpqz1yZIYYsRcCgPr1zShfGnWt0pVCnoUyR/EWgMojIV9tM8oXesfR0dhfwDZw84I8NRwdiVVtOLeBJSeW8H6z91PVnseqHj407RKiG6dHa9IE9u6FatXgjz9Ms3XhMJYmfFuBYOCIUuptpVSnqMc7wCFM4ZatSqnHYz/ScP6mWuu6QDvgpcSO1Vr/rLWur7Wu7+3tbeHbEHbRpo3po3L4MPzwg9PPm3dzcaNO0ToZsnDLiRsnAKg68C3T1LRjxwxXUCObWzYeL/24/dbx/Ve8ZRtcWw8Pr9kv4WvaFDZtgkOHoGfPNB2698pergVdS3U7Bqvw84Ndu0wT3B9+iNusVohMyMPVgyG1h7Dy1Eou380Ezctd3KDhNHh4HQ6NcnQ09hewDbwfAxdXh4VwI/gGAfetN1ARHhnOyLUjKZO3DG80fiPlA44dg6CguK/dvw+vv572m3j79kGhQtC1K7z/fsIb+pUqmVlGnWXZgaNZmvCtA+oCpYFxwNKox5dRr9WL2mdT1GNz1NdU0VpfifrqDywBGloYp3AWH3+coYbzGxRrwP6r++3TD86KfG/44qpcqfjm5zB7Nixd6uiQLNKibAuOBRzj6j07jSCVHQgu7rDvFfO9PSt0Nm9uWmek0fKTy3FVrrSvaMeWCMePx4ySPPFEmqbGCZFRPVfvOSJ0BL/s/8XRoVhHgfpQ6VU4/RME7HB0NPYTEgh3jjl8/V73ed2p9EMltv671Srn+3nfzxz1P8o3rb9JufKy1vDMM1C8uGmrEz1Dbtw4+O47k6D9+GPix964kTChq1Yt5vnZs2bKdHxubql+L8J2LE34Bsd7DIl6JPbakFjfp0gp5amU8op+DrQGjloYpxAW6VCxAw/CH/DZP585OpQ08b3hS/n85e07xc8GWpZrCWC/Ub7s3lCiO9w9CcoV8tWyz3XTYfmp5Txe+nHy5chnv4u2bAn+/rB2LXz0kf2uK4S1XL4Mc+aYqWapVC5fOdqUb8P0A9MJjwy3YXB2VPNTyFkS9gyHDHZj02JO0H/vWtA1tl7cyv3Q+7T6oxULjy9M1/kCHwTy0aaPeLLMk3Sr0i3lA/75x9y4u3vX9FLNls0kfV9/bbYHBSWcufHjj9CsmRnJ8/WNuy17dujSBSpUMCN8BQum6/0I27Eo4dNaz7TkkcrTFwa2KaUOAXuAVVrrNZbEKZxcWJijI0hSq/Kt6F+zP19s/SJDreXzDfClasGqjg4j3WoVqUWBHAXst44PzLROgDyPgFtO+103vrNnYxa6J+HcrXMc9T/qmOqcHh7QurUZmRQiI/nmGyhZEvr0gd/SVmZgRL0RXL57mdWnV9soODtzzwUNJpsRL9+vHR2NfVzfDC7ZoKDjKliu+LQ/AH8/s4J6xerxzIJn+H739xBu2Y2ETzZ/wu2Ht/mu7Xepa80THGxG8QD69zctS7y9YflyMwurXj1TaC+2jRth2zYzurdsWcJz/vijqTL9+edQKuP1/80qnKBJR1xa63Na61pRj2pa688dHZOwort3YepUaNTIVJF0YpPaTaKoV1EGLB3Ag7AHjg4nRWERYZwOPJ0pEj4X5UKLci3YcH6D/fohFm5uihkUaWWf68V34gT062f+GE+YkOyuK06uAKBTpU72iEyIzKF27ZjnW9M2na5jpY4U8yqWeYq3ABTvCKV6wtFP4e5pR0dje/6boWBjcE1h2qOt+Pqy/NJ6ytyCJx7vz/pnV9O5cmdeXfMq7/UphN62LU2nOx5wnCl7pzCi3ghqFk5lcbZ27czfmvXr4Y1Y6/1atTJryZcuTbjEoEsX81Ups347vly5nL42g0hnwqeUqq+Uekkp9aFSanS8h8z3EQkdPgzPPw979sDcueZuk5PKmz0vv3b+lRM3TvD+hvcdHU6Kzt46S3hkOFX/+AtGj4bNmx0dUrq0KNuCy3cvc+pm2vvTWUS5QJu9UGe8fa4X36FDMGuWadHw/fdwJ/EKeqERoSw+sZhq3tUon7+8nYMUIgN79FEzovHkk/D002mqGO3u6s7QOkP56/Rf/Hs7kQ+9GVW9iSYBOviOoyOxrdBbcOugubHnIPdn/cb6ctD5JKhmj5PDMw+L2s/k+ZNejKt2i4HfNiP0t+mpOpfWmpFrRuKVzYv/Pfm/tAWiFLRoYaZhxubmBiVKJNy/Qwf45Re4dg1++ilt1xJOw6KVlEqpHMBizPo6hWmjEJ3e61ivfWqFGEVm0qSJGcE4dco0BN+71xR/cFKtyrfipQYv8d3u7+hcuTNPln3S0SElyTfAzK2vuv4Q+B0yd+Iy8LS76HV868+tp3JBO5VzdnHg4vKnn4752WjYEAID0blzc+7WOXZf2c3uy7vZ47eHA1cPEBIRwidPfGK/2IKD4dtvTSW2atXkbq7ImDw9TR9JC4tIDKs7jM+3fs60/dP47KmMtb47STmKQoURcOIbeHAdchR2dES24b8V0KYNj4Osa1mOh1ugc1BxGN4XANejx5iyCkpchg9bwPWIP1kY8ixe2bySPdfKUytZd24dE9tOpGBOG6+by5cPhqSqDIdwYsqS6VJKqbHAO8DnwAZMBc6BgD8wCsgBDNBan7ReqEmrX7++9vHxscelhDX88YdpgNu3LxQo4OhoUnQ/9D61p9YmLCKMwy8cJne23I4OKVFfbP2CDzZ+wN0vwCsUmDgRXn3V0WGlS7mJ5ahVpBZLns0iTYI3buSaewhTI/aw+8pu9lzZw80HpqdiTvec1Ctaj4bFG/JoiUfpWqUrbvZKUJcsge7dzfMOHWDlSvtcVwgn02lOJ3z8fLg48iLuru6ODsc67hyHVdWg7rdQ5XVHR2Mb+96AMz/C07ccNqVz8LLBLPFdQsBb/ri7uMVMnbx0CYYOZUa3sgwL+IWahWuyuu9qCnsW5uaDm1y4fSHO4987/7Lj0g4Kexbm0POHUvfvUGu5UZdFKKX2aa0TlBq39NPC08ACrfVopVT0J/YrWuuNSqkNwF5gECb5EyKu/v0dHUGaeHp48nvX32n6W1NeX/M6v3RxztLcJ26coETOInj9Ot70xsnAo3vRWpZryfxj84mIjMDVgX2T7GVliWAGLxvMzeCbVCtUja5VutKweEMaFW9EtULV7JfgxbckVsJdy/krmAphKyPqjWDlqZUsP7mcHo/0cHQ41pHnEdOK5tzMzJvw+W9y6Pq9iMgIVp5aSfuK7XF3i1dFu2RJWLuWQUDhM13puaAnVX6oQnhkOPfD7sfZNW/2vJTJW4bHSz/O6MdHp/6mQ9eupo3OCy9AgwaS/GVBln56KAl8G/U8IuqrB4DWOlwpNQd4AUn4RCbRuGRj3m3yLmO3jaVrla50qux8xTJ8b/hSpUh1M3Lat6+jw7GKFmVbMG3/NPZd3UfD4pm3HeeDsAe89fdbTPGZQq3CtdgyaAuPeDtR38oePcwU7NWroVsqSn8LkUm1q9COkrlLMnXf1MyT8AGUGwQ+L5t1bvlqOzgYKwsJhFuHoMYnDgth1+Vd3Ai+QZfKXRLfISoBa1exHZsHbWbS7kkUdPWizLErlOk6iNL5ylI6b2nyZs+b9oufOmWqcAL8/jtcvGj68IksxdKiLfeISRbvAZFAsVjb7wBF0hGXEE7n4yc+pmbhmjy34jluBN9wdDhxaK05ceNEpqjQGdtTZZ8CsG97Bjs7fP0w9afVZ4rPFF5/9HV2D9vtXMkemCpt8+aZfk316jk6GiHS59QpU0q+Vy/Tky8NXF1cea7uc6w7t46zgWdtFKADlO4FLu5mlC+zCYhav+eogi3Xr7Ps+GLcXdxpW6FtirvXL1af33VXvh2xmFffX0bnHTepVaSWZckexG2l0LGjJHtZlKUJ31mgEoDWOgI4hpnmiTKNQLoDl6wRoMjkAgPhhx9gxw5HR5KibG7Z+KPbHwQ+COSFVS/Yr11AKly+e5mg0KBMl/B5e3pTu0jtTJnwRepIvtv1HQ2mNSDwQSBr+63l2zbfks0tG/j5waJFplqnM8meXaYCiYxv4kR48UVzE2PgQDh6NE2HD607FFflys/7frZRgA6QrQAU7wwXZkGk8/bItcj1zWYqZ4FGjrn+66+z/K/vaB7sTZ6L11N3zN69piomwFtvpdibNVlvvQW7d5t/66+8Yvl5RIZmacK3HuihlIpeVDMVaKuUOgucBloCzrnQSTiPP/6AokXNL6CJEx0dTarULFyTMc3HsPD4QuYcTdudYVvyvRFVodM7cyV8AC3LtmT7pe0EhzlvC4+0uhZ0jfaz2vP62tdpU74Nh58/TOvyrc1Gf39zB/bpp+HttyE01LHBCpHZvPqqqdgJ0L69qTybBsW8itG5cmd+O/gbIeEhNgjQQcoOhJAA8PvL0ZFYl/9mKPgYuGaz/7WDgji5dQkn80fSeaMfPEhlT9/Ro6F8efMZafp0UynTUkqZys8zZkDLlpafR2RoliZ8XwJPEtWKQWs9BXgLM5XzFvA+8JU1AhSZWJ06MR9mly415bIzgLebvE3jEo15afVLXL572dHhALFaMvR5DYYPh+upvIuYAbQo14LQiFC2X9zu6FCsYuP5jdT8sSZb/t3ClPZTWNZrGd6e3jE7FCoEZcua5yEhcPCgQ+IETE9AITKbypXNCEr79vDrrxaNWj9f/3kCggOYsGuCU832SJdibSF7ITifiaZ1Rq/fc1Q7hrNnWV47BwCddEWomcoG6TlymM9Fx4+bNdQys0Kkk0UJn9Y6SGt9UmsdHuu1b7XWdbXWDbTW43Sm+Q0obKZ6dVMtqn59+O47yOaAu28WcHNxY2bXmYRFhPHEjCc4ffO0o0PC99oR8j2AQjsPm7uB0XevM4FmpZrh7uKeKaZ1hkWE0X9JfwrkLMC+4ft4ocELqMT+kLdsafpTvveeY1uXfPABNGoEX35pSocLkVlUrQqrVpnKhfGtX59iU/aW5VrSvmJ7Rm0YRe9Fvbnz8I6NArUjF3co3ReurICQjHEDNkX+/+DQ9Xu1arG8WzVqe1Wk9Kffpy1xq14d8ua1WWgia7Eo4Ys1lVOI9Fm/3txpfeEFyJXL0dGkWsUCFdkwYAN3Q+7y2K+PsefKHofG43vpAFUDoobcK1fOUP8tU+Lp4cljJR9j/fmMn/CtOLUCv3t+fNXyq+QLs/z8M2zeDGPHmmk9jqA1LF4Me/bAqFFw4IBj4hDCnmbOhFat4Jln4E7SSZyLcmFF7xWMbTGWhccXUmdqHYf/HbCKcoPMGr4LzrNkIV38N0et33NMleeA+wHsuLyDznV6Q5s29r345MmwYUOKNy9E1mDplE4/pdS3Sqna1gxGZEG5nbOJeWo0KtGI7UO24+XhxZMzn2TVqVUOi8X34SWqtu0H69bBV5lvNnXLci05cPUAN4Mz9l3nKXunUCpPKdpXbO/oUFJ26RKcjapC6OlpPgQLkZmdPGmKuQAsXAiff57s7i7Khfeavsc/g/8hQkfQ5NcmjN8xnkidgadC56tp2jKcn+HoSKzj+mbHrd8DVp1eRaSOpEuVJNoxpMX586bK5r59Ke978ya8+aaZLVK1Ktxwrsriwv4sTfjOASOBfUqpQ0qpN5RSha0XlhAZQ6UCldg5dCdVClahy9wu/LLf/rWKbgbfJCA4gKrFa5tf7p2cr0dgerUo2wKNZtOFTY4OxWInb5xkw/kNjKg3ImM0kS9VyhSQmTkTPv7YrCkRIjMrXdpUMgTzIfnjj1N12GMlH+PgiIN0rtyZt9e9TYfZHfC/72/DQG2s7CAI3Ae301a91OmEBMLtw45bvwcsO7mM4l7FqVOkTvpOtHixmeK5ahU89xyEhye//4wZZg04mBk/jlwaIJyCpWv4GmPaMnwBeAHjgUtKqZVKqZ5KKQ8rxiiykoCAmF9SyQkMNCMQ//4LQUGJn8dO0xgK5yrM5oGbaVmuJcNWDON/W/5n10X8J26cAKBKwSp2u6a9NSjegPw58jP/2HxHh2Kxn3x+wt3FnaF1hjo6lNTLnx8GDDDVQoXI7LJnhylTTLuG+fPTtBY6X458LOy5kCntp7Dp/CZq/1Sbjec32jBYGyrTB5Rbxi/e8t/6vSftf+1z53jw/DD+PrWGzpU6Jb5WOy1q1YoponXwIGzZkvz+HTuaCui5c5tRayn6kuVZOsKH1vqM1vojrXU5TMXOP4CmwDzgmlLqJyvFKLKCzZtNGfrixU1lqpS8/roZgShTxky9iW/ECDMFLSLCyoEmziubFyt6r2BArQF8vPljnl/5POGRKdyBs5LM3JIhmpuLG0NqD2Gx72KnqYyaFsFhwcw4NIMej/SgcK5UToa4fBl++smMOIwfb9sAhRAxnnnGjKakkVKKFxq8wJ7n9pAnex5a/t6S8Tsy4M9udm8o3gHO/wl2+jtmE/6bwTUHFGhg/2vPmsWGTb8QHPmQLqvPpf985cubEeeaNWHnTmjRwrweEGB6tr73HsyeHbN/5cowaRJcuQJ9+qT/+iLDszjhi01rvUVrPRQoAjwXdd7nrHFukUX884/5pRUWZspkpyT23ar4o2lam+0bNsCSJdaNMxnuru7M6DKD95u+z8/7f6b7vO526R3ne/kg2V2zUzpPaZtfy5FeavgSGs1PPhnvXtLco3O5/fA2L9Z/MfUH7d9vihn9/rtd/x0LIdKnZuGa+DznQ/uK7flw44cZs4Jn2YHw8Bpc/dvRkVju+ibHrN/TGmbNYnll8AqB5k37Wee8b74JPj6mcnK0VavMzfJx48zIdHy5cpmRa5HlWSXhA1BKPQX8BEwAcgOB1jq3yAIGDYpJ4u7fj+nPd/y4Gf2LL39+KFECSpaEnDnjbps7F3zNqBdffGHXClVKKT5v8Tk/tPuBladW0uTXJuzzS8UC63TwPbaZylce4lqqdKYeCSqTtwydKnVi6r6pPAx/6OhwUk1rzeS9k6nmXY2mpZqm/sBHH4157uOTuqnO1jJvHly7Zr/rCeGswsLMzcjYoyep4OnhyegnRhMSEcIi30U2Cs6GinWAbAUy7rTOkJtm/Z6D2jFETv2JFbVz0NYvJ9m69rDOSd3dzSO2BrFGL/fskYqcIknpSviUUlWUUl8opf4F1gG9gY1AD6CYFeITWUWpUmb62vHjsG2bWZf3/PNQo4aZ0vYw3gf8b781a/guXoRnn427rUULU82qUCEzNSelxc028FLDl1jeeznXgq7RcHpDXvvrNe6G3LXJtXyD/6VqAGbqRib3aqNXuRF8g3lHE7mT6aT2+u1l/9X9vNjgxbSt4yhUyIzwjR8PmzaBm5vtgozt4kXo1ctMr27Xzm7TooVwOkePmkIuTz8N776b5r8lDYo1oGL+ivx5+E8bBWhDrh5Qug9cXgahtxwdTdr5/2O+OqJgi1LsLZ+Da64P6Dzyx4Q3pa2pShVo2xbeeQd++EESPpEkS/vwvayU2gMcA94DAoDXgeJa665a6yVa6zArximyguHDTWU0AFdXc1c1MtJ8AJ00KfXnKVQI1q6FCxfMvPb4d8TspGOljvi+5Mvz9Z7n+z3fU3VyVRYdX2TVgi7BYcH86xpE1dtRyUC9elY7tzN6ssyTVPOuxqQ9k+xaGCfazeCbbDqftkqhP/r8SC6PXPSracG0nilTzDSexx4zPxP2MHeu+RoZaT482Ou6QjibihVjkrzLl830uTRQStG3Rl82X9jMpTuXbBCgjZUbCJEh8G/GucH2n+ubo9bvOab/3vKTy3FVrrSv3NG2F3J1hb/+MlM6e/QAF6tN3BOZjKX/MiYBJYBvgBpa6/pa60laa2n0IawjTx4YM8Y8b9ECWrdO2/GPP+4UZeTzZs/L5A6T2Tl0J945vXl6wdN0mtOJC7cvWOX8J2+cRCuoOuEPOHIk7tz+TEgpxcsNX2b/1f3svLzT7tcft30cT/3+FHOOpK4pceCDQOYenUu/Gv3InS2D9JysWBGeeMJMse7d29HRCOE42bLB0KFQpAh89BHUr5/mU/St2ReNZs7RDNjIPF9dyFMdzmXAaZ3+m8G7iRmpdIBlJ5fRrHQz8ufI75DrCxGfpQlfe6CE1vodrfUxawYkxH+ee840El+3DmrXdnQ06dKoRCN8hvvwTetv2HxhM9WmVOOr7V8RFpG+gfDolgxVC1c3VeVsOXXESfSv2Z882fIwaXcaRn2tZPul7QAMWT4EHz+fFPefcXAGD8Mf8kKDF2wdmvV062bWzV68aKayCZGVvf++af/zv/+Zac5pVCF/BR4t8WjGnNaplBnlu7kL7p50dDSpF71+z97TOQ8cgMmTOXvzDMcCjtG5Umf7Xl+IZFjah2+N1joyqe1KqZxKqXKWhyUEZipmy5bW6R9z+7bD17i5ubjxRuM3OP7ScVqVa8W769+lwbQG3Hpg+fqIYwHHcFEuVMxf0YqROjdPD0+G1hnKIt9FXLlrv/+noRGh7PPbx4BaAyjkWYiuc7tyLSjpwiaROpIffX6kSckm1CxcM/0BaG3f9aglSqSpD5kQmZKXF3ikb5SoX41+HPE/wuHrh60UlB2V6QvKNWON8vlH9aizZ8GWlSuhbl14+WVWDDQFtzqXbWO/6wuRglQnfEqpUKVUr1jfeymlliulaiSyezfgtDUCFCJdAgJg1ChTFObNNx0dDQCl8pRiaa+lzO0xl0PXDzHzkGV/SLXWLDy+kMYlGpPNzc5lpx3spYYvEREZYdcWDQevHSQkIoTOlTqzrNcybj28Rfd53QkJT7x65oZzGzgTeIYXG6ShFUNiZs+GDh2gYEFYvDh95xJC2N0z1Z7BVbky6/AsR4eSdjmKQtE2cP53iMwgBZyubwbXnJDfjv33WraEYqZW4bKCN6kWWZDyRR6x3/WFSEFaRvjc4u3vAXQEvK0akRDWdPkyfPkl3LsH8+fDqVOOjug/z1Z/lkbFGzF9/3SLCpBsv7SdkzdPMrRgK1M6PAspl68cHSt15Of9PyeZcFnbzktmzWDjko2pXaQ2M7vOZOflnTy/6vlE//9N8ZmCd05velRNZ0nuY8dg9WoIDDQNd21FqrsJkbIHD+Ds2TQd4u3pTdsKbZl1ZBaRSU+Ocl5l+sGDK3DD/uumLZKe9Xu3bpnqrGfOJL3Prl3g7x/3tezZufLOC3zwYhW2lnOly+PD035tIWxIyvmIzK1OHVNaHqByZTPi50SG1R3GsYBj7L6yO83H/uLzM14h0LPnJ5A7t0lqs5BXG72K/31/5h+bb5fr7by8k5K5S1LMy9zFffqRpxn9+GhmHJzBxN0T4+x76c4llp9cztA6Q9M/+tq4cczzYzZcMv3uu9C+PfzxR5b7tyREivz9zSyR4sWhb980H96vZj+u3LvClgtbbBCcjRXvAC4ecCkDzDB4eANuH7FsOufGjabKd40aZk18fDdumOm9jRvD11//9/KeK3vos6gPZe6OYWyhk3Sq3ImRj460+C0IYQuS8InM79NPTYuHY8egSRNHRxPHs9WexdPdk+n7p6fpuLshd5l/fAG9j0CuUKBoUbPWJAtpUbYFVQtWtVuLhl2Xd9G4ZOM4r33c/GO6VenGm3+/yd9n//7v9Wn7p6G1ZkT9Eem/cJMmMGMGnDxp2o2kxqZNsGBB6kftIiLgzz9Nee8BA2DHDovDFSLT+v57MwK0e7cp0JEGnSt3JpdHLmYdyYDTOt1zQ5FWcHmx888ECEhH/72pU2PWSYckMnPk4cP/ZtOE/ziZ+Tum8dgvj9FoeiNWnlrJKw1f4cyrZ1jy7BK8PWXym3AukvCJzK9ePeje3Sn703hl86JX9V7MPTqXeyGpH1WZe3QuwREPGVq0vVnb1cCOaxWcRHSLBh8/H4tGSNPi6r2r/HvnXxqXiJvwuSgXfu/2O9W8q/Hswmc5ffM0YRFhTNs/jfYV21Mmb5n0XzxfPhg4ECpVSl0BowUL4Kmn4JlnzPrV1DhwAK5eNc+9vU0rFCFEjEKFoGdP87xs2YRT+mLTGs6fj/NSTvecdK/anQXHF/Aw/KENA7WRkt3h/r9w66CjI0nef+v30t5Cg1mzTDLv6QmFCyfc/vAhwe7wVTMXyo1UPLtuONfvX2di24lcfuMy37b5lnL5pF6hcE7O9wlYiCxmWN1h3A+7z7xjqW9uO33/dGoUqkGDqSvh2jXToDsLGlBrALmz5bZ5i4bonn+Plng0wbZcHrlY1msZrsqVznM7M/PQTK4FXUt/sRZLBAbC8FhrRx57LHXH1a9vPqCOHQtvvw1ubraJT4iM7L33zHraM2egTRIVGP39oWtXU7ExXmXofjX6cTfkLitPrbR9rNZWvDMoF+ef1nl9k+Xr99zcoGFDCAoyf1fjK1eOF2f34d0WkVSo2IhlvZZx6uVTvNro1YzTZ1VkWWlN+Norpd5QSr0BvABooGf0a7G2tbd6pEJY0/37jo7gP42KN6Kad7VUT+s8fP0we/32MrTOUJRS4OoKBQrYOErnlMsjF0NqD2HB8QX43fOz2XV2Xd6Fh6sHdYrUSXR72XxlWfjMQs4EnmH4iuGUyVuGNuUdUJLby8usxQMzUte8eeqPLVPGfKB9+21bRCZExlejhlkTntRsEa2hc2dYvty0Aho8GCJjirQ8VfYpiuQqkjF78mUvCN6Pm2mdzuphANw5arN2DNsu72Dmsdm81+Q9Ng7cSOfKnXF1cbXJtYSwtrQmfH2A8VGP/wEKGBHrtehHbyvGKIT1+Pqa6XFly8Ldu46OBjBTE4fVHcbuK7s5cv1Iivv/sv8XPFw96Feznx2ic37RLRqm+ky12TV2Xt5JvaL1ki3A0rxMcya1nYRG80L9F2zzQeDhQ1MhLql1NO7uJmk7fdq0cMgtd52FsBulTDGP6KnXVarE6Z3p6uJKn+p9WH16NYEPAh0UZDqU7A53jsOdE46OJHH+0ev3nrT6qcMjw3lx1YuUylOKDx//0OrnF8LW0pLwPZnGx1NWjVSI9NIaunWD33831Tp/sl8Pt5T0q9kPD1cPfjnwS7L7PQx/yB+H/6BblW4UyJk1R/Xiq5C/Au0rtmfqvqmERoRa/fyhEaH4+PkkOp0zvhcavMCBEQd467G3rB4HbdqYBK5xY7h4Mfl9K1SApk2tH4MQInnNmsG4cbBmDUyaZKo6hobCsmUQEUG/mv0IiwxjwbEFjo407Up0NV8vL3FoGEm6tt6s3yuQxvV7Wpt1zBFJ9xn8Yc8PHPE/wndtvsPTwzOdgQphf6lO+LTWW9L6sGXgQqSZUvDOOzHf79/vuFjiKZizIN2qdOOPw38ku6B/ie8Sbj28xbA/jsFHH8GePc5fNc0OXmn4CtfvX7fJh6jD1w/zMPxhgoItSaldpDYuygbLoyMjY/otprUf34ED8MknCV+/f9/0pwwOTnd4QmQp+/aZvymNGiXc9vbbMWv8Pv3UtHLo2hXWr6d2kdpULViVP49kwGmdniWhQEO45IQJX2S4mW5arD24uKft2OPHzZrLAgXMDKB4rt67yuhNo2lboS1dq3S1TrxC2JkUbRFZS79+MGgQbN8Oc+c6Opo4htUdRuCDQJaeWJrkPr8c+IUy2Yrw1Iqj8NlnMVXjsrhW5VtRuUBlxu8cT3hkeMoHpEHshusOFd2Pr1KluHeiDxyAV15JfIqy1qZ3WP36MGaMKTgR2/Ll8OyzpiLdRx/ZLnYhMpMzZ8zPFJibbsndMLl1y/RvA/jtN5RS9KvZj20Xt3Hh9oX0x3LjhklY7KVkdwjcC/dTmGVgb/7/wEN/KP1s2o/9J2oq6J07ifYgfWvdW4REhPB9u+/NunkhMiBJ+ETW4uEBv/2W+uqFdvRU2acok7dMksVbzt06x4bzGxhypxwu0YN6nTqlrlR/JueiXBjTfAwHrx3kk82fWPXcOy/vpLhXcUrkLmHV86bZK6+YD3cnT8Y0fg4Ph2HD4Icf4JFHYNu2uMcoBTdvxhSOeOONOEUkmDPHfA0KgmzpbBAvRFZRoULcgkh//JH0voMHm68lS5qiL0CfGn0AmH1kdvriuHTJ/NxXq5bwZo6tlOhmvl5eap/rpdbFeeDmaUb40io8HIoVM88ffzzOps0XNjP7yGzebfIuFfJXsEKgQjiGJHxCOAkX5cLQOkPZcH4D526dS7D9twO/4aJcGPTKdFi40IxUPv20/QN1Us9Wf5YhtYfwxdYvWHd2ndXOm1jDdYfw9k5YjXXp0pipyTduJN47avx4yJ/f9OZbvjxuhcHGjaFyZfO8Vy+bhC1EpjRzJrz8MkyfDs89l/R+NWqYGzHnz8MHHwBQJm8ZmpVqxh+H/0CnZ0r+xIlmPfpnnyU+tdQWcleCPNWcqz1DZBhcWmRaR7jlTPvxr7wCly/DqVMxN9OAsIgwXlr9EmXylmFU01T2NBXCSUnCJ4TWpvqhExhUexAuyoVfD/wa5/XwyHB+O/gbbcq3oWSxqtCjhxmpTEvZ/Szg+/bfU9W7Kv2W9OPqvavpPt/1oOucv30+1ev37K5HDzM1uVAhs0avYsWE+xQsCHv3wvr1ZjpobKNGmcq1x46ZUQshROqUKgXffw9DhybdpiFakyamfU4sfWv05cSNExy4dsCy6wcFmWQTzM/+nj2WnccSJbtDwFbTBsEZXN8EITeh1DOWn0Mp8/vT2/u/lybunsjxgONMajuJHO45rBCoEI4jCZ/I2rZvN9UMR450dCQAlMhdgnYV2vHbwd/irEVbe2YtV+5dYVjdYQ6MzvnldM/J/Kfncy/kHv2W9CMiMumqa6mRXMN1p6CUWYPn62vW6iWlXLmkp/4qZaaFCSHspme1nri7uFveky9bNpg61SxPKFs26UbwtlCyO+hIuLLcftdMzr/zwD03FGtrtVNevnuZTzZ/QsdKHelUuZPVziuEo0jCJ7Ku/ftNsrdjh7lTevKkoyMCTPEWv3t+rDmz5r/XfjnwC945velYqaMDI8sYqhWqxg/tf2Dj+Y18vvXzdJ1r1+VduLu4U7doXStFZwUBAWZqZux1Q/nzmx58aSHVXYVwDK3JnyM/HSp1YM7ROZbdmHJ3h2efZd7UV3ll3BPo6Bs6WsPHH5s+nLaStxZ4lnWOaZ0RoSaO4l3ANbvVTvvm328SoSOY1HaS1c4phCNJwieyrjp1oEUL89zFxTS0dgIdKnagsGfh/4q3XAu6xopTKxj4SG88/K47OLqMYXDtwfSr2Y8xW8aw+cJmi8+z8/JO6hatS3Y3632QSJeTJ830zS5d4K23LE/aVqyA2rXh2jWrhieESILW4ONj1v098giEhTGg5gCuBV1j7LaxFp1y84XN9FvSjx8OT+fgtYOmINOrr8L//ge9e5tp3LagFJTsZvrehd6xzTVS69o6CLsNpS2Yzqk1fPUVbNoEDx789/L6c+uZf2w+o5qOomy+staLVQgHkoRPZF1KmQa5ffqYD9KJ9N9xBHdXdwbVHsTKUyu5eu8qvx/6nfDIcIb6lzDrRmrXhl+Sb9Ce1SmlmNJ+ChXyV6DPoj4E3E/7WpOwiDD2XtnrXNM5Y6/RK1nSjPal1ZtvQufOcPiwqdqZTLNhIYSVREaaGzWTJ8OJE7B6NV2rdKVfzX58tOmjNE/tPHfrHE/Pf5py+crh7uJuKn7euQN//212CA01Uz5tpWR3iAwFPztVB03KxfngnheKtE77sefPw7vvmoJWJUtCZCQh4SG8vPplyucrzztN3kn5HEJkEJLwiaytXj2YNcusgXAiQ+sMJUJHMOPgDH458AtNSjahytp9ZuOhQzIykwpe2byY//R8Ah8E0n9JfyJ1ZMoHxXL4+mEehD9wroItLi4x1TRPnjQf6tKqXbuY5wsXmg+JQgjbcnWNe1NxxQqUUvzS+Real2nOkGVD2HR+U8rnuXqVu74H6DynM5E6kpW9V9K2QlvmHJ1DZN48sG4dlChh1vbOmmW791OwMWQv4thpnREPTXuIkt3A1SPtx2/ZEvO8QQNwcWHCrgmcvHmS79t97zwzO4SwAkn4hHBCFQtU5InSTzB221hO3TxlirVoHbNOq5MsIk+NWkVq8V3b71h7di1fb/86Tcfuumym+DpFS4bYJk40VfnmzTMf7NKqZUv45hvTjmHyZLP+Twhhe4MGQb9+sGED/PwzAB6uHix+ZjEV8leg27xuHA9Ivol6xDdf0/fTupzwP86CWp9RsUBF+tTow5V7V9j671YzC2TXLpPseViQBKWWcoESXeHqXxD+IMXdbeLqWgi7C6UsaLYOULUqjBhhvjZvTkRkBN/s/IYOFTvQrmK7lI8XIgORhE+I+EJCnGKa27C6w7gXeg8vDy96PtLTfMC/eROWLfuvga9I2Yh6I+j5SE8+2PgBOy7tSPVxOy/vpGiuopTMXdKG0VmgUCFTlKG9BQ2Go73xhplWllz/MCGEdVWqZIotPfVUnFYO+XLkY3Xf1WR3y077We25FpTEDI779/ngxBRWVoaJqzUtIssA0KlSJzzdPWMauRcvnqANBJGRZq2aNZXsDuH3zTo6R/h3PmQrAEWesuz4Rx+Fn36C48fh7bfZc2UPN4Jv0L9mf+vGKYQTkIRPiGiRkeauaJUq8Pvvjo6GHlV7UMizEANqDcDTw9O86OVl1l8lVWJfJKCUYlqnaZTOW5peC3sR+CAwVcftvLyTxiUbo+S/tRDCxsrkLcPKPisJCA6g4+yOBIUGJdjnzz3TGNcghBE+8OKt8tDWtCHw9PCka5WuLDi+gNCIJKZ5//CDSTT79jU3Dq2hcHOzfs4R0zrDH5i2ECW6g0saKxQnxsWFladW4qpcaVPBji0uhLATSfiEiPbTT2a6zYULMHp0nKpdjpDDPQfHXzzOt22+dWgcmUGe7HmY9/Q8/O758ebfyfSri+J/359zt8451/o9IUSmVr9YfeY9PY8D1w7Qe1HvOL1Yd1/ezbDt79G8THO+H38MNf2XOKOEfWr04dbDW6w9szbhic+cgffeM89nz7ZeMRcXdyjeySRekWHWOWdq+a2G8CAobeF0zkSsPL2SZqWbkTd7XqudUwhnIQmfENEGDIDChc3zBw/MNA8HK5CzAB6WLEYXCdQvVp93mrzDjIMzWHc2+SlI0ev3nKpCpxAi89Aa9uwxU/Vj6VipI9+3+56Vp1by2l+vobXm8t3LdJ3XlWJexVjQcwHulR+BJ56Ic1yrcq0okKMAs44kUqilQAHo2dM8r1HDtHSxlpLdIfQW+G9JeV9rujgfsnlDoSdS3jc1p7tzkcPXD9OxovS6FZmTm6MDEMJp5MoFX3wB587B229DnjyOjshYvNhU5ezUyZSOFhYb/cRoFvkuYvjK4Rx94WjMVNl4dl7aiZuLG/WK1rNzhEKITO/KFWjd2txUzJvXtGvIHlMR8sUGL3L+1nnG7xxPUa+iLD2xlKDQINb3X0/BnAUTPaW7qzvPVHuGGQdncC/kHl7ZvGI25ssHM2eapK9YsYTFXCIj44wWpknR1uCa00zrLNLSsnOkVfh9uLISyg0EFws/xnbrBmXKmMS5fXtWnVoFmIRbiMxIRviEiG3IEPjsM+dJ9gC++w5eeslUX1vswBLYmUB2t+xM6zSNC7cv8NGmj5Lcb9eVXdQpUocc7jnsGJ0QIksoWhSCg83z27dNIa54xrUaR89HevLRpo/Yf3U/c3rMoVqhasmetk+NPjwIf8CykwnPB0DHjlC3bsLX333XtHu5eDGNbwRwywnF2pr2CGlsfRNHWBDcPmpGPlNyZSVEBFtendPPD5YuNX9be/cGrVl5eiUV8legUoFKlp1TCCcnCZ8QjvLtt1CzJrz+OgQmUUgkMBC2bzfPlYImTewXXyb1eOnHeb7e80zcPZE9V/Yk2B4eGc6eK3tkOqcQwjZcXEyLBk9P87Vy5YS7KBd+7/Y7fWr04ceHLeg4eKyZ/hmW9Fq5x0o+Rqk8pWKqdabGzp3mb9G8eaaK6L//pv39lOgOD67C2V9Nm4TUigiFyytge29YXAhW14DdQyAiJPnj/p0HOYqCd9O0xwpx++89+ij3VTgbzm2gY8WOUqRLZFoypVOIlISGWr+f0dat8GZU8ZCzZ80U0sS4upq+aytWwMOHMWsMRbqMazWOFadWMHT5UPYN3xdnneSR60cIDguWgi1CCNt57TXzNyBXriR3ye6WnVltfoahJcxI4I4dsHo1tEu8R5yLcqF39d6M3zGegPsBeHt6pxzHmjVmSidAq1ZQunTa30vxjpCzJOx5DvY+D/nrQ+EnzcO7CbjFmjqvI8F/K/w7Gy4uMOv/shWAcoPM1NAT38DdU9BsMeRI5O9d2D1TsKXCcHBxTbg9NTp2hFWrTOJXuTIbz28kJCJEpnOKTE1G+IRISlAQfP65WTd3/rx1z/3wIRQpYp6XL2/WVSQmTx54+WVYu9b6PZSysNzZcvNjhx856n+UcdvGxdnmtA3XhRCZR968iSd7c+aY6ZUnTpjvd+6E+/fN8woVoE3yLQP61uhLhI5gwfEFqYtjzBjzt6VxY7OGPb5r1yA8POHrsXnkgU6noMVGeGSUWVfnOx42tYGF+WBdMzg8Gg68DUtLwYbmcGEWFGsPT6yCblehwRSoOx6azodbB2BtfQg8kPBal5dDZEj6qnN6eZk+puPGwZAhrDy1Ei8PL5qVbmb5OYVwckqnZr60k6tfv7728fFxdBgis+naNWZtxaBB8Ntv1j3/w4dm4f6PP0K1eGszli41031atbLuNUUcvRb2YsmJJRwccZCq3lUBGLBkAOvOrcPvDT+Z3iOEsJ+wMHjkEdNGwcUFFiyA7t3h6lXTSqFMGfO3KAU1fqxBnmx52DZkW/ri0doUNfH3h7Fjzd/E1P5ODAuCgO1wfSNc3wS39gEuULQtlOkDJTrHHfmLLXA//NMFQm5C45lQqmfMti2dTULY5V9Q6R+z0FpTYkIJHiv5GAt6pjJJFsKJKaX2aa3rx39dRviESMobb8Q8373bJGjWlD07/PNPwmQvKAheeMEkg23amIpuwiYmtZtELo9cDFsxjMioggM7L+/k0RKPSrInhLCvjRtNsgdmdkeLFuZ50aLwySepSvYA+lTvw/ZL27lw+0L64lm92iw/OHnSJJ5ffpn6Y91zQbE2UGcctN0DPQKhRwA0XwFleied7AHkrwttfCBfHdj2DBz+2EwFDb0NV9dCqWeskuwBHLx2EL97ftKOQWR6kvAJkZTHHzdVO3/5BQ4fjlM226YmTDDTaACOHTMltYVNFPIsxIQ2E9hxaQdT9k7hRvANzgSekfV7Qgj7a9PG3Fxs0wbeecfiatG9qvcCYO7RuemLJyDATDstUMAsLWjd2vJzeeQBj7yp3z9HYTNFtNxgOPo/2Po0XJgNkaEm4bNUUFCcb1ecWoFC0a5i4usihcgsZEqnEPZy86ZZeF++fPL7+fmZu7m//ALTp8PgwfaILsvSWtN2Vlt2XNrBuJbjeGn1S/wz6B9ZzyGEcJz09MYDmvzahHsh9zj8wuH0xXHjBty7B2XLpu88ltIaTn4HB94yo3yeZaDzudRPLY2vZk2zJvKJJ+Dzz2m4sguuLq7sHLrTmlEL4TAypVMIR/vkE6ha1UwVTaoNA5gCLj//bEb3BgywW3hZlVKKqR2norVm5JqRpuF6MWm4LoRwoHQke2CmdR7xP8KR60fSF0fBgo5L9sAkdlVehydWg0c+KD/M8mTv5k04cgTOnYPff+eaSzB7/fbKdE6RJUjCJ0RaRVrQXPbkSfjpJ7Mof8IE2JaKxfRVqpi2DMLmyuQtw+dPfU5YZBi1Ctcip3tOR4ckhBAW61mtJ67KlTlH5zg6FOso1ga6+0O19y0/h68v5Mhhntevz2o/04+vQ6UOVghQCOcmCZ8QqXXpEowYYXr4pFVYGDRsaJ43bw6dOlk1NJF+Lzd8mR5VezCw1kBHhyKEEOlSyLMQrcq3YvaR2Vh16U5kpOMKibm4WT66B9C0qVlWsX07jB3LylMrKe5VnFqFa1ktRCGclTReFyI1bt0y0zGj+yFt3mwSt9SqXt2M6i1ebNbwSQVIp+Pq4srCZxY6OgwhhLCKPtX7MGDpAHZe3sljJR9L38lu3oTx42HWLMifHw4etEqMdufhAY89Rkh4CH9/1Yl+NftJRWaRJcgInxCpkS8fPBur0Wt0f760UAp69IData0WlhBCCJGYrlW6kt0tO7OPzE7/ydzd4bvvzEyXQ4dM5eoMbMu/W7gfdp+OlWT9nsganDbhU0q5KqUOKKVWOjoWIQAYPRqaNYN16+Dbbx0djRBCCJEkr2xedK7cmfnH5hMWEZa+k+XObRqvgynkcu5cuuNzpJWnVpLdLTtPlX3K0aEIYRdOm/ABrwG+jg5CiP+ULm0apbdsmbopmQ8epK44ixBCCGEDfar3ISA4wDqjfG+9ZWa3XLkSk/xlBDt3QufOsG8fYFrxrDy1khZlW0iBLpFlOGXCp5QqAXQApjs6FiEsNnGiGRHs3h1On3Z0NEIIIbKYDpU60KxUM15Y9QKHrh1K38nq1TOJk4eHdYKzlzFjYMUKqF8fJkzA94Yv52+fl+mcIktxyoQP+A54B0iy/r1SarhSykcp5RMQEGC3wIT4z/HjZm1fgQImsYvtwQO4cME8X7IE1q+3e3hCCCGyNjcXNxb0XED+HPnpOq8rN4NvOjok+zp9Gv7+2zx3cYH27Vl5yqwU6lBR2jGIrMPpEj6lVEfAX2u9L7n9tNY/a63ra63re3t72yk6IWIJDzclngMD4c6duNty5ID+/c3zKlXguefsHp4QQghROFdhFj+7GL97fvRa1IvwyHBHh2Q/FSuaAjPPPAN9+0Llyqw8tZJahWtRMk9JR0cnhN04XcIHNAE6K6UuAHOBp5RSfzo2JCESEbsBe2Jr+iIjIWdOmDoV3KQDihBCCMdoWLwhP3b4kfXn1jNq/aj0n9DXF95/H5YuTf+5bK16dZg3D377jcAHgWy/tF2mc4osx+k+hWqtRwGjAJRSzYG3tNb9HBmTEImqXt30JtI68YSvYUO4ccOM9gkhhBAONKTOEPb57WP8zvHULVqX3jV6W3aiX3+FoUPN8xYtMk4BF1dX1pxZQ6SOlIRPZDnOOMInRMbg5mYa0BYoYL7Gly2bJHtCCCGcxoS2E2haqilDlw+1vIhL69YxNzk3boTLl60XoI2tPLUS75zeNCjWwNGhCGFXTp3waa03a63lNowQQgghRDp5uHqwsOfC9BVxKVEC2reHHj1MUbJChawfaHq99RYsX25m4EQJjwznrzN/0b5ie1xdXB0YnBD259QJnxBCCCGEsJ7CuQqz6JlF6Svisnw5LFwIXbo4X5uGPXvgm29MbA0bQkgIANsvbuf2w9synVNkSZLwCSGEEEJkIY1KNEpfERcXJ/74OHZszPOKFc3yCmDJiSVkc81G2wptHRSYEI7jxD+xQgghhBDCFobUGcKL9V9k/M7xzDs6z9HhWM+PP8Ibb4CnJ3z0EQBaa5acWEKr8q3I5ZHLwQEKYX+S8AkhhBBCZEET2k6gQbEGvPH3G4SEh1h+opMnISws7cdt32562lpTkSJmSufVq1C1KgD7r+7n4p2LdKvSzbrXEiKDkIRPCCGEECIL8nD14NMnP8Xvnh9/Hrag5fEff5h1clWqwLp1qT/un3+geXNo2hTmzk37dVPDy+u/p0tOLMFFudC5cmfbXEsIJycJnxBCCCFEFtW6fGvqFKnDuO3jiIiMSNvBhw/D3r3m+e+/p/64TZtgyxbz/LPPICLWdWNV1rSWJSeW8HjpxymYs6DVzy1ERiAJnxBCCCFEFqWUYlTTUZwOPM1i38VpO3jAAPPVw8P0po2drM2YAT17wsiRZkQvttdeg9y5zTFNm8L9+2Zq59y50KAB7NqVtjj27YPJk+HhwwSbTt44yfGA4zKdU2RpkvAJIYQQQmRh3at2p1KBSozdNhadlhG2GjVg9myzXu7PP2MasgPs3GlaN0ycaEYCY8ub10wHPX0apk83yd8770Dv3iZ5+/rr1MegtSnS8vLLUKEC/P13nM1LTiwBoGuVrqk/pxCZjCR8QgghhBBZmKuLK+889g4Hrh3g77N/p3xAbL17Q/78CV+/ciXmeYkSCbd37gxlysR8P2RIzPO1ayEwMHXXX7MmZgTx+nUoWzbO5iUnllC/WH1K5SmVuvMJkQlJwieEEEIIkcX1q9mP4l7FGbttbMo7p8b//mdG/776CurUSXn/6tWhf3/4+GM4fz7xJDIxLVvCDz9AwYLwwgum916UK3evsOfKHpnOKbI8N0cHIIQQQgghHCubWzbeaPwGb/79Jjsv7aRxycbpO2HduuaRFmkp/BLN3R1eeskki5GRcTYtPbEUQBI+keXJCJ8QQgghhGB4veHkz5GfL7d/6ehQ0i53brM2MJbFJxZTpWAVqnpXdUxMQjgJSfiEEEIIIQS5PHLxSsNXWH5yOUf9jzo6nHS5GXyTLRe2yOieEEjCJ4QQQgghorzS8BU83T0Zt32cYwMJCoJJk2DOnITbrlyBV14Bf/8kD195aiUROkISPiGQhE8IIYQQQkQpkLMAw+sNZ86ROZy/dd4xQezaBaVKgwIPEwAAEYxJREFUmX59H34YtzE7wEcfmUIt5cubfn+JWHJiCSVyl6B+sfq2j1cIJycJnxBCCCGE+M8bjd/ARbkwfsd4xwRQo0ZMT79z52DJkphtp0/HJHlBQYm2fLgfep+1Z9fSrUo3VOzegEJkUZLwCSGEEEKI/5TIXYIBtQbw68FfuR503f4BeHrCiy+aEbzJk6F9+5htFSrAihXwyCPQtq1pyxDPmjNreBj+UKZzChFFEj4hhBBCCBHHO03eISQ8hIm7JzomgFGj4ORJk/jlzBnzulLQoQMcOgR//JHooUtOLKFAjgI0K93MTsEK4dwk4RNCCCGEEHFUKlCJpx95msl7J3Pn4R37B5AzJ7i6Jr3dzc00W48nNCKUladW0qlyJ9xcpN20ECAJnxBCCCGESMR7Td/jbshdfvT50dGhpNqm85u4E3KH7lW6OzoUIZyGJHxCCCGEECKBukXr0rp8aybsmsDD8IeOC+TBA2jXDv73vxR3XXJiCZ7unrQq38oOgQmRMUjCJ4QQQgghEvVW47fwv+/PouOLHBNASAg0agRr1sDHH8Prrye5a6SOZNnJZbSr2I7sbtntGKQQzk0SPiGEEEIIkagW5VpQPl95pu6b6pgAsmWDXLlivq9cOcldd13exbWgazKdU4h4JOETQgghhBCJclEujKg3gq0Xt3LM/5hjgpg9G7p0gQ8+gOeeS3K3Jb5LcHdxp33F9knuI0RWJAmfEEIIIYRI0qDag/Bw9eDnfT87JoAyZWDpUvjssyQrd2qtWXxiMS3KtSBP9jx2DU8IZycJnxBCCCGESJK3pzc9qvZg5qGZBIcFOzqcRB3xP8K5W+ek2boQiZCETwghhBBCJGtEvRHcCbnD/GPzHR1KohYdX4RC0aVyF0eHIoTTkYRPCCGEEEIk6/HSj1OlYBV+8vnJ0aEkEBYRxvQD02lZriWFcxV2dDhCOB1J+IQQQgghRLKUUoyoN4LdV3Zz8NpBR4cTx5ITS/C758erjV51dChCOCVJ+IQQQgghRIoG1BpAdrfsTPVxUIuGJEzaPYny+cpLdU4hkiAJnxBCCCGESFH+HPl5ptoz/HnkT+6F3HN0OADsv7qf7Ze281KDl3BR8rFWiMTIT4YQQgghhEiV5+s9T1BoEHOOznF0KAB8v+d7PN09GVxnsKNDEcJpScInhBBCCCFS5dESj1KjUA1+8vkJrbVDY/G/78/sI7MZWGsgebPndWgsQjgzSfiEEEIIIUSqKKV4vv7zHLh2AB8/H4fGMm3fNEIjQnm54csOjUMIZycJnxBCCCGESLW+NfqS0z2nQ1s0hEWEMcVnCq3KtaKqd1WHxSFERiAJnxBCCCGESLU82fPQp3of5h6by+2Htx0Sg7RiECL1JOETQgghhBBpMqL+CILDgvnz8J8Oub60YhAi9SThE0IIIYQQaVK/WH3qFa3H1H1T7V68ZZ/fPrZf2s7LDV+WVgxCpIL8lAghhBBCiDQbUW8ER/2PsuPSDrte979WDLWlFYMQqSEJnxBCCCGESLPeNXrj5eHF1H1T7XZN//v+zDk6h4G1BpInex67XVeIjEwSPiGEEEIIkWa5PHLRr2Y/5h+bz83gm2k+PjQilE3nN/Huund5ev7T7L68O8VjpBWDEGmnHN000xrq16+vfXwc2wtGCCGEECKrOXz9MLV+qkUOtxzULlL7v7V99YvVp0rBKri6uP63r9aaM4FnWHt2LWvPrmXT+U3cD7uPm4sbubPl5taDW4x8dCSfPvkpnh6eCa4VFhFGmYllqF6oOmv7rbXn2xQiQ1BK7dNa14//upsjghFCCCGEEBlfzcI1WdtvLX+d/ot9V/fx64Ff+X7P9wDkdM9JnSJ1qF+sPiHhIaw9u5bzt88DUD5feQbWGkibCm14ssyTaDTvrX+PCbsmsPTEUqZ1mkaLci3iXGux72L87vkxtaP9ppAKkRnICJ8QQgghhLCKiMgITt08hY+fDz5+Puy7uo8D1w7golx4quxTtCnfhjbl21A+f/lEj//n338YtnwYpwNPM6zOML5u/TV5s+cFoOmvTbkWdI1Tr5yS6pxCJCKpET5J+IQQQgghhM1EREag0bi5pG5i2YOwB3yy+RPG7xxPYc/C/NjhR0rkLkH9afWZ0GYCIx8daduAhcigJOETQgghhBAZho+fD0OWDeGI/xGK5CrCvZB7XHnjilTnFCIJSSV8Mh4uhBBCCCGcTv1i9fEZ7sOnT35K4INAnqv7nCR7QlhARviEEEIIIYRTC3wQSO5suVM9LVSIrEiqdAohhBBCiAwpf478jg5BiAxLpnQKIYQQQgghRCYlCZ8QQgghhBBCZFKS8AkhhBBCCCFEJiUJnxBCCCGEEEJkUpLwCSGEEEIIIUQmJQmfEEIIIYQQQmRSkvAJIYQQQgghRCYlCZ8QQgghhBBCZFKS8AkhhBBCCCFEJiUJnxBCCCGEEEJkUpLwCSGEEEIIIUQmJQmfEEIIIYQQQmRSTpfwKaWyK6X2KKUOKaWOKaXGODomIYQQQgghhMiI3BwdQCJCgKe01kFKKXdgm1LqL631LkcHJoQQQgghhBAZidMlfFprDQRFfese9dCOi0gIIYQQQgghMianm9IJoJRyVUodBPyBdVrr3YnsM1wp5aOU8gkICLB7jEIIIYQQQgjh7Jwy4dNaR2itawMlgIZKqeqJ7POz1rq+1rq+t7e33WMUQgghhBBCCGenzAxK56WUGg0Ea63HJ7PPPeCkjUPJA9yx8TWcQVZ5nyDvNTMqCNxwdBB2klX+n2aV9wnyXmPLLD/L8v8088kq7xOc473a43eBM7xPa6mstfaK/6LTreFTSnkDYVrr20qpHEArYFwKh53UWte3cVw/a62H2/IaziCrvE+Q95oZKaV8bP27wFlkof+nWeJ9grzXeNszxc+y/D/NfLLK+wTneK/2+F3gDO/TWpRSPom97nQJH1AUmKmUcsVMOZ2vtV7p4JgAVjg6ADvJKu8T5L2KjC2r/D/NKu8T5L1mRlnlfULWea9Z5X1C1nmvmf59Ov2UztTILHcChRDpI78LhMgc5GdZCAHyuyCtkvrv5ZRFWyzws6MDEEI4BfldIETmID/LQgiQ3wVpleh/r0wxwieEEEIIIYQQIqHMMsInhBBCCCGEECIeSfiEEEIIIYQQIpPKMAmfUirI0TEIIRxLKRWhlDoY61EmmX03K6VkobcQTkYppZVSf8b63k0pFaCUcoaK3EIIB1BKdY363VDF0bFkRhkm4RNCCOCB1rp2rMcFRwckhEiz+0D1qF67YPrtXknLCZRSzthWSghhud7AtqivqRbVxk2kIEMlfEqpXEqpDUqp/UqpI0qpLlGvl1FK+Sqlpimljiml/o71h0QIkYkppeoppbYopfYppdYqpYrG2tw/aiTwqFKqocOCFELEtxroEPW8NzAneoNSqqFSaqdS6oBSaodSqnLU64OUUsuVUhuBDfYPWQhhC0qpXEBTYCjQK+q15kqpf5RSq5RSJ5VSPymlXKK2BSmlvlFKHQIaOy7yjCNDJXzAQ6Cb1rou8CTwjVJKRW2rCEzWWlcDbgM9HBOiEMKGcsSazrlEKeUOfA88rbWuB/wKfB5r/5xa69rAi1HbhBDOYS7QSymVHagJ7I617QTQTGtdBxgNfBFrW13Mz/sTdotUCGFrXYA1WutTwE2lVL2o1xsCrwCPAOWB7lGvewK7tda1tNbb7B5tBpTRpkQo4Aul1ONAJFAcKBy17bzW+mDU831AGbtHJ4SwtQdRCRwASqnqQHVgXdS9H1fgaqz95wBorf9RSuVWSuXVWt+2X7hCiMRorQ9HrcHtjRntiy0PMFMpVRHQgHusbeu01oH2iVIIYSe9gYlRz+dGfb8S2KO1PgeglJqDGQVcCEQAixwQZ4aV0RK+voA3UE9rHaaUugBkj9oWEmu/CECmdAqR+SngmNY6qSkd8RuNSuNRIZzHcmA80BwoEOv1T4FNWutuUUnh5ljb7tsrOCGE7Sml8gNPATWUUhpz41YDq0j6b/hDrXWE/aLM+DLalM48gH9UsvckUNrRAQkhHOok4K2UagyglHJXSlWLtf3ZqNebAne01nccEKMQInG/AmO01kfivZ6HmCIug+wakRDC3p4G/tBal9Zal9FalwTOA82AhkqpslFr957FFHURFsgQCV9UNa4QYBZQXyl1BBiAmecvhMiitNahmD8W46IWbx8EHou1y0Ol1AHgJ8xicCGEk9BaX9ZaT0pk01fA2Kif3Yw2E0kIkTa9gSXxXlsU9fpe4AfAF5MExt9PpJLS2vlnOCmlagHTtNZSZU8IIYQQQohMTCnVHHhLa93RwaFkCk4/wqeUeh5TeOFDR8cihBBCCCGEEBlJhhjhE0IIIYQQQgiRdk4/wieEEEIIIYQQwjJOmfAppUoqpTYppY4rpY4ppV6Lej2/UmqdUup01Nd8Ua9XUUrtVEqFKKXeineuvEqphUqpE0op3+hqfkIIIYQQQgiR2TnllE6lVFGgqNZ6v1LKC9NIvSumPHOg1vpLpdR7QD6t9btKqUKYFg1dgVta6/GxzjUT2Kq1nq6U8gBySuNlIYQQQgghRFbglCN8WuurWuv9Uc/vYcqxFge6ADOjdpuJSfDQWvtrrfcCYbHPo5TKAzwO/BK1X6gke0IIIYQQQoiswikTvtiUUmWAOsBuoLDW+mrUpmtA4RQOLwsEAL8ppQ4opaYrpTxtFqwQQgghhBBCOBGnTviUUrkwzRdHaq3vxt6mzVzUlOajugF1gR+11nWA+8B7tohVCCGEEEIIIZyN0yZ8Sil3TLI3S2u9OOrl61Hr+6LX+fmncJrLwGWt9e6o7xdiEkAhhBBCCCGEyPScMuFTSinMujtfrfW3sTYtBwZGPR8ILEvuPFrra8AlpVTlqJdaAMetHK4QQgghhBBCOCVnrdLZFNgKHAEio15+H7OObz5QCvgXeEZrHaiUKgL4ALmj9g8CHtFa31VK1QamAx7AOWCw1vqWHd+OEEIIIYQQQjiEUyZ8QgghhBBCCCHSzymndAohhBBCCCGESD9J+IQQQgghhBAik5KETwghhBBCCCEyKUn4hBBCCCGEECKTkoRPCCGEEEIIITIpSfiEEEKIJCilZiilpJy1EEKIDMvN0QEIIYQQ9pLG5K2szQIRQggh7ET68AkhhMgylFL94r3UDBgO/AxsjbdtCRAKuGqtH9ohPCGEEMLqZIRPCCFElqG1/jP290opN0zCtzP+tljCbB6YEEIIYSOyhk8IIYRIQmJr+KJfU0oViHp+Qyl1Tym1VClVJGqf4UopX6XUQ6XUCaVUlyTO/6xSalvU8cFKqd1Kqaft8d6EEEJkDZLwCSGEEJZZA+QBRgPTgI7AEqXU28DbwEzgPcADWKiUirMmUCn1GTAXuAd8FLVvMLBAKfWSvd6EEEKIzE2mdAohhBCW2aO1/i8xU0oBvA4UB6prre9Gvb4ROISZOjoq6rW6wAfAWK31+7HOOUkptRQYq5T6XWt9zx5vRAghROYlI3xCCCGEZb6L93100Zffo5M9AK31YeAuUDHWvn0BDcxUShWM/QCWA15AY5tFLoQQIsuQET4hhBDCMufifX8r6uv5RPa9BRSI9X1VQAEnkjl/YctDE0IIIQxJ+IQQQggLaK0jktiU1Osq3nMNtEtm/2MWhiaEEEL8RxI+IYQQwv5OA22Bi1prX0cHI4QQIvOSNXxCCCGE/f0R9fULpZRr/I1KKZnOKYQQwipkhE8IIYSwM631XqXUJ8AnwEGl1ALADygK1APaY9o5CCGEEOkiCZ8QQgjhAFrrMUopH+BVYCTgCfgDR6NeE0IIIdJNaa0dHYMQQgghhBBCCBuQNXxCCCGEEEIIkUlJwieEEEIIIYQQmZQkfEIIIYQQQgiRSUnCJ4QQQgghhBCZlCR8QgghhBBCCJFJScInhBBCCCGEEJmUJHxCCCGEEEIIkUlJwieEEEIIIYQQmZQkfEIIIYQQQgiRSf0ftiw/Vv85WhwAAAAASUVORK5CYII=\n", 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zRe&Zi8}ITQyvdOZ30cz$*YV@jC$h{^7TIpOGp)d}k4h#A|&0CDC&^)a=wy zsKM=lz5~@1)dxzl+{z5-xH3-JCxQDx=nHSGM$$_9!8|3Q6vbVI?HfL_NFC+MxYtG< zdL+GZ9+_w8$I!zyRHNNlt}-hzJ+f>s7g*w(HtYMO7DHFqM_sr0LvCjo>&80>XEDU> zebBS?NU)uiozw}vgRRZ_ay9p>%n)e^*ej3@W*Z+$|H`}R$1%Pi>Hl1n{6`%B{vrP@ z2J{~%@ZaA^{^tb#X9WId1pa3P{&ypAWu0sL9n|nnU+q8!_@j5s=+|7V-S7VkK^211 diff --git a/notebooks/Finished_project/simpler_model/latex_files/dry_season.tex b/notebooks/Finished_project/simpler_model/latex_files/dry_season.tex index 1dcfd3a..72aeeb1 100644 --- a/notebooks/Finished_project/simpler_model/latex_files/dry_season.tex +++ b/notebooks/Finished_project/simpler_model/latex_files/dry_season.tex @@ -2,11 +2,11 @@ \toprule {} & Varying\_gS & Mod\_var\_gS & Constant\_gS & Mod\_cst\_gS & PT\_model & Bench\_PT & fPAR\_PM & Bench\_PM \\ \midrule -RMSE & 0.613282 & 0.626179 & 0.728898 & 0.750989 & 0.635991 & 2.001012 & 2.367712 & 5.080072 \\ -RMedSE & 0.438843 & 0.364637 & 0.482288 & 0.520776 & 0.384338 & 1.306227 & 1.949292 & 4.380618 \\ -NS & 0.746747 & 0.735983 & 0.642259 & 0.620246 & 0.727644 & -1.696088 & -2.774787 & -16.376981 \\ -RVE & -0.045086 & -0.004417 & -0.039894 & 0.069212 & -0.058347 & -0.613086 & -0.735152 & -1.652722 \\ -MAE & 0.482613 & 0.478669 & 0.573307 & 0.598198 & 0.496328 & 1.702450 & 2.084216 & 4.570540 \\ -bias & -0.124684 & -0.012215 & -0.110326 & 0.191402 & -0.161357 & -1.695466 & -2.033035 & -4.570540 \\ +RMSE & 0.605261 & 0.639289 & 0.760812 & 0.794204 & 0.489003 & 2.001012 & 2.367712 & 5.080072 \\ +RMedSE & 0.364259 & 0.474186 & 0.366151 & 0.488898 & 0.289610 & 1.306227 & 1.949292 & 4.380618 \\ +NS & 0.753328 & 0.724812 & 0.610248 & 0.575284 & 0.838988 & -1.696088 & -2.774787 & -16.376981 \\ +RVE & -0.049758 & -0.030189 & -0.075164 & -0.061323 & 0.051453 & -0.613086 & -0.735152 & -1.652722 \\ +MAE & 0.446131 & 0.503863 & 0.538025 & 0.604849 & 0.357409 & 1.702450 & 2.084216 & 4.570540 \\ +bias & -0.137603 & -0.083486 & -0.207864 & -0.169585 & 0.142290 & -1.695466 & -2.033035 & -4.570540 \\ \bottomrule \end{tabular} diff --git a/notebooks/Finished_project/simpler_model/latex_files/wet_season.tex b/notebooks/Finished_project/simpler_model/latex_files/wet_season.tex index de802b9..c2c8c5a 100644 --- a/notebooks/Finished_project/simpler_model/latex_files/wet_season.tex +++ b/notebooks/Finished_project/simpler_model/latex_files/wet_season.tex @@ -2,11 +2,11 @@ \toprule {} & Varying\_gS & Mod\_var\_gS & Constant\_gS & Mod\_cst\_gS & PT\_model & Bench\_PT & fPAR\_PM & Bench\_PM \\ \midrule -RMSE & 0.770018 & 0.808084 & 0.801993 & 0.918294 & 0.831119 & 1.797729 & 1.936702 & 4.116962 \\ -RMedSE & 0.461744 & 0.448924 & 0.505759 & 0.609993 & 0.413534 & 1.265567 & 1.278348 & 2.545557 \\ -NS & 0.800861 & 0.780686 & 0.783979 & 0.716784 & 0.768005 & -0.085430 & -0.259735 & -4.692554 \\ -RVE & 0.009411 & 0.007280 & -0.009784 & 0.022225 & 0.003059 & -0.373457 & -0.344705 & -0.896827 \\ -MAE & 0.563843 & 0.597555 & 0.628617 & 0.720772 & 0.585899 & 1.541070 & 1.553741 & 3.389369 \\ -bias & 0.034944 & 0.027033 & -0.036332 & 0.082527 & 0.011358 & -1.386752 & -1.279987 & -3.330175 \\ +RMSE & 0.734201 & 0.819197 & 0.809281 & 0.949021 & 0.767622 & 1.797729 & 1.936702 & 4.116962 \\ +RMedSE & 0.392619 & 0.475344 & 0.423609 & 0.594472 & 0.325263 & 1.265567 & 1.278348 & 2.545557 \\ +NS & 0.818956 & 0.774612 & 0.780036 & 0.697514 & 0.802099 & -0.085430 & -0.259735 & -4.692554 \\ +RVE & -0.015260 & 0.011334 & -0.041213 & -0.067906 & 0.053259 & -0.373457 & -0.344705 & -0.896827 \\ +MAE & 0.539062 & 0.605879 & 0.598712 & 0.751434 & 0.500617 & 1.541070 & 1.553741 & 3.389369 \\ +bias & -0.056666 & 0.042086 & -0.153034 & -0.252153 & 0.197767 & -1.386752 & -1.279987 & -3.330175 \\ \bottomrule \end{tabular} diff --git a/notebooks/Finished_project/simpler_model/latex_files/whole_year.tex b/notebooks/Finished_project/simpler_model/latex_files/whole_year.tex index dc21552..656eab0 100644 --- a/notebooks/Finished_project/simpler_model/latex_files/whole_year.tex +++ b/notebooks/Finished_project/simpler_model/latex_files/whole_year.tex @@ -2,11 +2,11 @@ \toprule {} & Varying\_gS & Mod\_var\_gS & Constant\_gS & Mod\_cst\_gS & PT\_model & Bench\_PT & fPAR\_PM & Bench\_PM \\ \midrule -RMSE & 0.867409 & 0.931554 & 0.924532 & 1.038747 & 0.899593 & 1.845079 & 1.789343 & 3.849381 \\ -RMedSE & 0.471161 & 0.514767 & 0.540893 & 0.648825 & 0.439765 & 1.392651 & 1.189700 & 2.635833 \\ -NS & 0.709874 & 0.665378 & 0.670403 & 0.583937 & 0.687945 & -0.312710 & -0.234599 & -4.713745 \\ -RVE & 0.024020 & 0.013361 & -0.002139 & 0.024325 & 0.021555 & -0.364515 & -0.270482 & -0.801912 \\ -MAE & 0.614918 & 0.676997 & 0.692477 & 0.799959 & 0.619385 & 1.600261 & 1.406583 & 3.199727 \\ -bias & 0.092765 & 0.051602 & -0.008259 & 0.093944 & 0.083244 & -1.407761 & -1.044603 & -3.096990 \\ +RMSE & 0.865598 & 0.930555 & 0.945538 & 1.092684 & 0.855397 & 1.845079 & 1.789343 & 3.849381 \\ +RMedSE & 0.465270 & 0.497224 & 0.473055 & 0.666045 & 0.364797 & 1.392651 & 1.189700 & 2.635833 \\ +NS & 0.711084 & 0.666095 & 0.655256 & 0.539608 & 0.717853 & -0.312710 & -0.234599 & -4.713745 \\ +RVE & -0.007928 & 0.022932 & -0.047899 & -0.063533 & 0.056221 & -0.364515 & -0.270482 & -0.801912 \\ +MAE & 0.617723 & 0.673416 & 0.686100 & 0.840247 & 0.557066 & 1.600261 & 1.406583 & 3.199727 \\ +bias & -0.030619 & 0.088563 & -0.184985 & -0.245363 & 0.217126 & -1.407761 & -1.044603 & -3.096990 \\ \bottomrule \end{tabular} diff --git a/notebooks/Finished_project/simpler_model/simpler_model.ipynb b/notebooks/Finished_project/simpler_model/simpler_model.ipynb index 9f3bb27..decaaee 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": "subjective-vocabulary", + "id": "physical-telescope", "metadata": {}, "source": [ "# **Location of the stress factor in potential evapo-transpiration models**" @@ -10,7 +10,7 @@ }, { "cell_type": "markdown", - "id": "adaptive-visit", + "id": "czech-redhead", "metadata": { "slideshow": { "slide_type": "slide" @@ -62,7 +62,7 @@ }, { "cell_type": "markdown", - "id": "abandoned-nickel", + "id": "widespread-cooperative", "metadata": {}, "source": [ "# Part II - Functions set up" @@ -70,7 +70,7 @@ }, { "cell_type": "markdown", - "id": "vocal-meditation", + "id": "running-relation", "metadata": {}, "source": [ "## Importing relevant packages" @@ -78,8 +78,8 @@ }, { "cell_type": "code", - "execution_count": 493, - "id": "angry-vietnamese", + "execution_count": 114, + "id": "tight-national", "metadata": {}, "outputs": [], "source": [ @@ -136,7 +136,7 @@ }, { "cell_type": "markdown", - "id": "republican-allergy", + "id": "lightweight-smoke", "metadata": {}, "source": [ "## Path of the different files (pre-defined python functions, sympy equations, sympy variables)" @@ -144,8 +144,8 @@ }, { "cell_type": "code", - "execution_count": 494, - "id": "scheduled-course", + "execution_count": 115, + "id": "deadly-sleep", "metadata": { "tags": [ "parameters" @@ -180,7 +180,7 @@ }, { "cell_type": "markdown", - "id": "distinguished-possibility", + "id": "automated-internet", "metadata": {}, "source": [ "## Importing the sympy variables and equations defined in the theory.ipynb notebook" @@ -188,8 +188,8 @@ }, { "cell_type": "code", - "execution_count": 495, - "id": "incorporate-specialist", + "execution_count": 116, + "id": "sharp-tamil", "metadata": {}, "outputs": [ { @@ -454,7 +454,7 @@ }, { "cell_type": "markdown", - "id": "incoming-choice", + "id": "alike-perth", "metadata": {}, "source": [ "## Importing the performance assessment functions defined in the analysis_function.py file" @@ -462,8 +462,8 @@ }, { "cell_type": "code", - "execution_count": 496, - "id": "contemporary-cyprus", + "execution_count": 117, + "id": "bored-filename", "metadata": {}, "outputs": [ { @@ -515,7 +515,7 @@ }, { "cell_type": "markdown", - "id": "finite-static", + "id": "gentle-window", "metadata": {}, "source": [ "## Data import, preprocess and shape for the computations" @@ -523,7 +523,7 @@ }, { "cell_type": "markdown", - "id": "equal-amplifier", + "id": "moving-aviation", "metadata": {}, "source": [ "### Get the different files where data are stored\n", @@ -533,8 +533,8 @@ }, { "cell_type": "code", - "execution_count": 497, - "id": "finnish-application", + "execution_count": 118, + "id": "brutal-manner", "metadata": {}, "outputs": [ { @@ -564,7 +564,7 @@ }, { "cell_type": "markdown", - "id": "sharp-artwork", + "id": "intense-frank", "metadata": {}, "source": [ "### Define and test a function that process the fPAR data\n", @@ -573,8 +573,8 @@ }, { "cell_type": "code", - "execution_count": 498, - "id": "accepting-awareness", + "execution_count": 119, + "id": "current-ideal", "metadata": {}, "outputs": [], "source": [ @@ -612,8 +612,8 @@ }, { "cell_type": "code", - "execution_count": 499, - "id": "sticky-kidney", + "execution_count": 120, + "id": "isolated-clerk", "metadata": {}, "outputs": [ { @@ -728,7 +728,7 @@ "12 0.78 12" ] }, - "execution_count": 499, + "execution_count": 120, "metadata": {}, "output_type": "execute_result" } @@ -739,7 +739,7 @@ }, { "cell_type": "markdown", - "id": "fatty-gross", + "id": "interior-encyclopedia", "metadata": {}, "source": [ "### fPARSet function\n", @@ -748,8 +748,8 @@ }, { "cell_type": "code", - "execution_count": 500, - "id": "corporate-preference", + "execution_count": 121, + "id": "swiss-visiting", "metadata": {}, "outputs": [], "source": [ @@ -780,7 +780,7 @@ }, { "cell_type": "markdown", - "id": "confused-arnold", + "id": "continent-authority", "metadata": {}, "source": [ "### DataChose function\n", @@ -800,8 +800,8 @@ }, { "cell_type": "code", - "execution_count": 501, - "id": "increasing-jewelry", + "execution_count": 122, + "id": "western-dodge", "metadata": {}, "outputs": [], "source": [ @@ -894,7 +894,7 @@ }, { "cell_type": "markdown", - "id": "continuous-tunisia", + "id": "paperback-timer", "metadata": {}, "source": [ "## Compile the different functions defined in the symbolic domain\n", @@ -903,7 +903,7 @@ }, { "cell_type": "markdown", - "id": "contemporary-smoke", + "id": "trained-circular", "metadata": {}, "source": [ "### Water stress functions" @@ -911,8 +911,8 @@ }, { "cell_type": "code", - "execution_count": 502, - "id": "tough-transportation", + "execution_count": 123, + "id": "responsible-vinyl", "metadata": {}, "outputs": [], "source": [ @@ -933,7 +933,7 @@ }, { "cell_type": "markdown", - "id": "editorial-eugene", + "id": "extraordinary-scope", "metadata": {}, "source": [ "### Soil water potential" @@ -941,8 +941,8 @@ }, { "cell_type": "code", - "execution_count": 503, - "id": "cubic-leather", + "execution_count": 124, + "id": "religious-reaction", "metadata": {}, "outputs": [], "source": [ @@ -957,8 +957,8 @@ }, { "cell_type": "code", - "execution_count": 504, - "id": "burning-formula", + "execution_count": 125, + "id": "middle-bottle", "metadata": {}, "outputs": [], "source": [ @@ -975,7 +975,7 @@ }, { "cell_type": "markdown", - "id": "medical-realtor", + "id": "enabling-homeless", "metadata": {}, "source": [ "### Penman-Monteith" @@ -983,8 +983,8 @@ }, { "cell_type": "code", - "execution_count": 505, - "id": "bibliographic-surface", + "execution_count": 126, + "id": "built-maria", "metadata": {}, "outputs": [], "source": [ @@ -1002,8 +1002,8 @@ }, { "cell_type": "code", - "execution_count": 506, - "id": "alien-duplicate", + "execution_count": 127, + "id": "controlled-regular", "metadata": {}, "outputs": [], "source": [ @@ -1030,8 +1030,8 @@ }, { "cell_type": "code", - "execution_count": 507, - "id": "retained-fields", + "execution_count": 128, + "id": "careful-helen", "metadata": {}, "outputs": [], "source": [ @@ -1052,8 +1052,8 @@ }, { "cell_type": "code", - "execution_count": 508, - "id": "floating-implement", + "execution_count": 129, + "id": "novel-trustee", "metadata": {}, "outputs": [], "source": [ @@ -1074,8 +1074,8 @@ }, { "cell_type": "code", - "execution_count": 509, - "id": "frequent-intention", + "execution_count": 130, + "id": "occasional-retreat", "metadata": {}, "outputs": [], "source": [ @@ -1096,8 +1096,8 @@ }, { "cell_type": "code", - "execution_count": 510, - "id": "orange-trinity", + "execution_count": 131, + "id": "metropolitan-internet", "metadata": {}, "outputs": [], "source": [ @@ -1124,8 +1124,8 @@ }, { "cell_type": "code", - "execution_count": 511, - "id": "neutral-cover", + "execution_count": 132, + "id": "chief-hunger", "metadata": {}, "outputs": [], "source": [ @@ -1155,8 +1155,8 @@ }, { "cell_type": "code", - "execution_count": 512, - "id": "right-brand", + "execution_count": 133, + "id": "marked-budget", "metadata": {}, "outputs": [], "source": [ @@ -1184,8 +1184,8 @@ }, { "cell_type": "code", - "execution_count": 513, - "id": "macro-disposition", + "execution_count": 134, + "id": "dress-violence", "metadata": {}, "outputs": [], "source": [ @@ -1218,8 +1218,8 @@ }, { "cell_type": "code", - "execution_count": 514, - "id": "conventional-collector", + "execution_count": 135, + "id": "rotary-little", "metadata": {}, "outputs": [], "source": [ @@ -1241,8 +1241,8 @@ }, { "cell_type": "code", - "execution_count": 515, - "id": "declared-questionnaire", + "execution_count": 136, + "id": "subsequent-metabolism", "metadata": {}, "outputs": [], "source": [ @@ -1260,7 +1260,7 @@ }, { "cell_type": "markdown", - "id": "addressed-warning", + "id": "living-shipping", "metadata": {}, "source": [ "### Assign the different compiled functions to variables functions (create the functions in python)" @@ -1268,8 +1268,8 @@ }, { "cell_type": "code", - "execution_count": 516, - "id": "hourly-invalid", + "execution_count": 137, + "id": "characteristic-provincial", "metadata": {}, "outputs": [], "source": [ @@ -1296,8 +1296,8 @@ }, { "cell_type": "code", - "execution_count": 517, - "id": "august-session", + "execution_count": 138, + "id": "available-windows", "metadata": {}, "outputs": [], "source": [ @@ -1326,7 +1326,7 @@ }, { "cell_type": "markdown", - "id": "mounted-greenhouse", + "id": "threaded-geneva", "metadata": {}, "source": [ "## Functions to run the different models\n", @@ -1335,7 +1335,7 @@ }, { "cell_type": "markdown", - "id": "dietary-packing", + "id": "tribal-canvas", "metadata": {}, "source": [ "### Varying surface resistance model" @@ -1343,8 +1343,8 @@ }, { "cell_type": "code", - "execution_count": 518, - "id": "explicit-relative", + "execution_count": 139, + "id": "adjusted-thanksgiving", "metadata": {}, "outputs": [], "source": [ @@ -1408,7 +1408,7 @@ }, { "cell_type": "markdown", - "id": "tired-sampling", + "id": "phantom-insulin", "metadata": {}, "source": [ "### Constant surface conductance model" @@ -1416,8 +1416,8 @@ }, { "cell_type": "code", - "execution_count": 519, - "id": "ultimate-cleaner", + "execution_count": 140, + "id": "upset-stuff", "metadata": {}, "outputs": [], "source": [ @@ -1481,7 +1481,7 @@ }, { "cell_type": "markdown", - "id": "integrated-aspect", + "id": "visible-importance", "metadata": {}, "source": [ "### Benchmark Penman-Monteith model" @@ -1489,8 +1489,8 @@ }, { "cell_type": "code", - "execution_count": 520, - "id": "incoming-affair", + "execution_count": 141, + "id": "extreme-valve", "metadata": {}, "outputs": [], "source": [ @@ -1549,8 +1549,8 @@ }, { "cell_type": "code", - "execution_count": 521, - "id": "finnish-tsunami", + "execution_count": 142, + "id": "impossible-relationship", "metadata": {}, "outputs": [], "source": [ @@ -1609,7 +1609,7 @@ }, { "cell_type": "markdown", - "id": "federal-pointer", + "id": "helpful-bobby", "metadata": {}, "source": [ "### Modified version of the PM equation\n", @@ -1624,8 +1624,8 @@ }, { "cell_type": "code", - "execution_count": 522, - "id": "phantom-acquisition", + "execution_count": 143, + "id": "mature-criticism", "metadata": {}, "outputs": [], "source": [ @@ -1689,8 +1689,8 @@ }, { "cell_type": "code", - "execution_count": 523, - "id": "automatic-impossible", + "execution_count": 144, + "id": "czech-split", "metadata": {}, "outputs": [], "source": [ @@ -1754,7 +1754,7 @@ }, { "cell_type": "markdown", - "id": "everyday-activity", + "id": "injured-boxing", "metadata": {}, "source": [ "### Priestley and Taylor model" @@ -1762,8 +1762,8 @@ }, { "cell_type": "code", - "execution_count": 524, - "id": "revised-arrangement", + "execution_count": 145, + "id": "amateur-mouth", "metadata": {}, "outputs": [], "source": [ @@ -1818,8 +1818,8 @@ }, { "cell_type": "code", - "execution_count": 525, - "id": "czech-corps", + "execution_count": 146, + "id": "incorporate-monaco", "metadata": {}, "outputs": [], "source": [ @@ -1874,7 +1874,7 @@ }, { "cell_type": "markdown", - "id": "collective-employer", + "id": "integrated-inside", "metadata": {}, "source": [ "### Inverse modelling\n", @@ -1883,8 +1883,8 @@ }, { "cell_type": "code", - "execution_count": 526, - "id": "personalized-understanding", + "execution_count": 147, + "id": "heated-ensemble", "metadata": {}, "outputs": [], "source": [ @@ -1938,7 +1938,7 @@ }, { "cell_type": "markdown", - "id": "realistic-sewing", + "id": "formed-latin", "metadata": {}, "source": [ "## Calibration algorithm" @@ -1946,8 +1946,8 @@ }, { "cell_type": "code", - "execution_count": 527, - "id": "greatest-aggregate", + "execution_count": 148, + "id": "united-maine", "metadata": {}, "outputs": [], "source": [ @@ -1968,8 +1968,8 @@ }, { "cell_type": "code", - "execution_count": 528, - "id": "thirty-catalyst", + "execution_count": 149, + "id": "valued-laundry", "metadata": {}, "outputs": [], "source": [ @@ -2100,7 +2100,7 @@ }, { "cell_type": "markdown", - "id": "super-daniel", + "id": "ongoing-tactics", "metadata": {}, "source": [ "Use the global optimizer from the `scipy.optimize` package. Minimize the squared residual :\n", @@ -2111,8 +2111,8 @@ }, { "cell_type": "code", - "execution_count": 529, - "id": "computational-sharing", + "execution_count": 150, + "id": "thrown-durham", "metadata": {}, "outputs": [], "source": [ @@ -2125,13 +2125,13 @@ " def residual(Coeff):\n", " return((model_run(Data, Coeff[0], Coeff[1])-Data[\"Fe\"])**2).sum()\n", " \n", - " coeff_opti = optimize.shgo(residual, bounds).x\n", + " coeff_opti = optimize.shgo(residual, bounds, iters = 5).x\n", " return(coeff_opti)" ] }, { "cell_type": "markdown", - "id": "vietnamese-impossible", + "id": "arranged-notion", "metadata": {}, "source": [ "Function to compute the moving average of a time serie with a varying window size" @@ -2139,8 +2139,8 @@ }, { "cell_type": "code", - "execution_count": 530, - "id": "canadian-kruger", + "execution_count": 151, + "id": "boolean-nudist", "metadata": {}, "outputs": [], "source": [ @@ -2169,7 +2169,7 @@ }, { "cell_type": "markdown", - "id": "distributed-workstation", + "id": "higher-empty", "metadata": {}, "source": [ "Define a non-linear stress factor function for later experiments" @@ -2177,8 +2177,8 @@ }, { "cell_type": "code", - "execution_count": 531, - "id": "ultimate-sapphire", + "execution_count": 152, + "id": "delayed-japanese", "metadata": {}, "outputs": [], "source": [ @@ -2212,7 +2212,7 @@ }, { "cell_type": "markdown", - "id": "unknown-boxing", + "id": "defined-builder", "metadata": {}, "source": [ "# Part III - Experiments" @@ -2220,7 +2220,7 @@ }, { "cell_type": "markdown", - "id": "configured-banana", + "id": "psychological-difficulty", "metadata": {}, "source": [ "## One site, one year\n", @@ -2229,8 +2229,8 @@ }, { "cell_type": "code", - "execution_count": 532, - "id": "sporting-retailer", + "execution_count": 153, + "id": "spanish-burke", "metadata": {}, "outputs": [ { @@ -2588,7 +2588,7 @@ " fill: currentColor;\n", "}\n", "

<xarray.Dataset>\n",
-       "Dimensions:                (latitude: 1, longitude: 1, time: 315551)\n",
+       "Dimensions:                (time: 315551, latitude: 1, longitude: 1)\n",
        "Coordinates:\n",
        "  * time                   (time) datetime64[ns] 2002-01-01T00:30:00 ... 2019...\n",
        "  * latitude               (latitude) float64 -12.5\n",
@@ -2620,10 +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

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