{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Loading and Using Tracking Observations\n", "\n", "Copyright (c) 2010-2024, Delft University of Technology. All rights reserved. This file is part of the Tudat. Redistribution and use in source and binary forms, with or without modification, are permitted exclusively under the terms of the Modified BSD license. You should have received a copy of the license with this file. If not, please or visit: http://tudat.tudelft.nl/LICENSE.\n", "\n", "## Objectives\n", "\n", "With this example, we will explore how to **load tracking observations** into Tudat so that they can be used for estimation purposes. \n", "\n", "We then show how to **simulate the same measurements and reduce the observation residuals** by adding a **more accurate rotation model and relativistic corrections**.\n", "\n", "The example uses **range measurements** from the **Mars Reconnaissance Orbiter (MRO)** with a variety of **Deep Space Network (DSN)** ground stations. The data is already corrected so that it represents the **two-way light time** between those ground stations and Mars system barycenter. To simulate the observations, we start from SPICE ephemerides and obtain residuals in the order of a few hundred meters.\n", "\n", "## Prerequisites\n", "\n", "To run this example, you need [the data file](https://ssd.jpl.nasa.gov/dat/planets/mrorange2006-2013.txt) from the NASA JPL and store it in a subfolder called ``./data``. For your convenience, this file [has been added to the example repository](./data/mrorange2006-2013.txt) already.\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:29.827866Z", "iopub.status.busy": "2025-09-16T07:37:29.827709Z", "iopub.status.idle": "2025-09-16T07:37:29.832741Z", "shell.execute_reply": "2025-09-16T07:37:29.832406Z" } }, "outputs": [], "source": [ "# Set the filename of the data file\n", "TRACKING_FNAME = \"./data/mrorange2006-2013.txt\"\n", "\n", "# Check if you have the file in the correct place\n", "try:\n", " with open(TRACKING_FNAME, \"r\") as f:\n", " pass\n", "except FileNotFoundError:\n", " print(\n", " f\"FILE {TRACKING_FNAME} NOT FOUND. Make sure you have downloaded the data file and stored in the correct place.\"\n", " )\n", " exit(1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Import statements\n", "\n", "Typically - in the most pythonic way - all required modules are imported at the very beginning.\n", "\n", "Some standard modules are first loaded: `numpy` and `matplotlib.pyplot`.\n", "\n", "Then, the different modules of `tudatpy` that will be used are imported. Most notably, some elements of the `observation`, `estimation` and `estimation_setup` modules will be used and demonstrated within this example.\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:29.834153Z", "iopub.status.busy": "2025-09-16T07:37:29.834003Z", "iopub.status.idle": "2025-09-16T07:37:31.158212Z", "shell.execute_reply": "2025-09-16T07:37:31.157799Z" } }, "outputs": [], "source": [ "# General imports\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "# Tudatpy imports\n", "from tudatpy import data\n", "from tudatpy import constants\n", "from tudatpy.interface import spice\n", "from tudatpy.dynamics import environment, environment_setup\n", "from tudatpy.dynamics import propagation_setup, parameters_setup, simulator\n", "from tudatpy import estimation\n", "from tudatpy.estimation import observable_models_setup, observable_models, observations_setup, observations, estimation_analysis\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Read the observations\n", "\n", "To investigate the observation data, we will start by **reading the observations** into a format that is useful for Tudat.\n", "\n", "After inspecting the data file, we can see that it contains the following columns:\n", "\n", "1) the spacecraft id\n", "2) the DSN stations involved with the measurement\n", "3) a date in UTC format\n", "4) the round-trip light\n", "5) a correction term.\n", "\n", "We can use the `read_tracking_txt_file` function to read this **raw data** and translate it into an **intermediate format** that takes care of appropriate unit conversions for known column identifiers.\n", "\n", "The file columns specified here are all known to Tudat, and can be used to **process the observation** (see *TDB LINK* for a complete list of available column types). If a file contains additional columns, they can be specified with any unknown string and the `read_tracking_txt_file` function will load them in string format without using them further. If needed, these can be accessed as a dictionary through `raw_datafile.raw_datamap`.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.159923Z", "iopub.status.busy": "2025-09-16T07:37:31.159781Z", "iopub.status.idle": "2025-09-16T07:37:31.176895Z", "shell.execute_reply": "2025-09-16T07:37:31.176416Z" } }, "outputs": [], "source": [ "file_columns = [\n", " \"spacecraft_id\",\n", " \"dsn_transmitting_station_nr\",\n", " \"dsn_receiving_station_nr\",\n", " \"year\",\n", " \"month_three_letter\",\n", " \"day\",\n", " \"hour\",\n", " \"minute\",\n", " \"second\",\n", " \"round_trip_light_time_microseconds\",\n", " \"time_tag_delay_microseconds\",\n", "]\n", "\n", "raw_datafile = data.read_tracking_txt_file(\n", " file_name=TRACKING_FNAME, column_types=file_columns, comment_symbol=\"#\", value_separators=\",:\\t \"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Convert to Observation Collection\n", "\n", "We can now specify any required **ancillary settings**; in this case, we use the factory function for **N-way range** observations, where all signals are in the **X frequency band**. Then, all the necessary information is available to create the **observation collection** with \"Mars\" as main body. \n", "\n", "Recall that the observations were made using the MRO spacecraft, but **already corrected for Mars system barycenter**. You could consider that there might be slightly **difference between Mars itself and the system barycenter**, but since both **Deimos and Phobos are very small** (7 and 8 orders of magnitude less massive than Mars), **this difference is negligible** for the example.\n", "\n", "An `ObservationCollection` is the useful type for Tudat to perform all its estimation functionality. You can read up on it in [the documentation](https://docs.tudat.space/en/latest/_src_user_guide/state_estimation/observation_simulation.html#creating-observations). In this case, we obtained that collection from real tracking data, but it is also possible to artificially create such a collection from a simulation or from known ephemerides, which is what we will demonstrate [below](#simulation).\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.178380Z", "iopub.status.busy": "2025-09-16T07:37:31.178196Z", "iopub.status.idle": "2025-09-16T07:37:31.292648Z", "shell.execute_reply": "2025-09-16T07:37:31.291937Z" } }, "outputs": [], "source": [ "# Create ancillary settings\n", "ancillary_settings = observations_setup.ancillary_settings.n_way_range_ancilliary_settings(frequency_bands=[observations_setup.ancillary_settings.FrequencyBands.x_band])\n", "\n", "# Create the observation collection\n", "observations = observations_setup.observations_wrapper.create_tracking_txtfile_observation_collection(\n", " raw_datafile, \"Mars\", ancillary_settings=ancillary_settings\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, it is possible to **extract the observation times and values and plot them** for inspection. \n", "The range from Earth to Mars and back oscillates between about 1.2 AU at closest approach and 5 AU when furthest apart. This is certainly within intuitive expectations for a planet at ~1.5 AU semi-major axis.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.294810Z", "iopub.status.busy": "2025-09-16T07:37:31.294556Z", "iopub.status.idle": "2025-09-16T07:37:31.414151Z", "shell.execute_reply": "2025-09-16T07:37:31.413753Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "observation_times = np.array(observations.concatenated_times)\n", "observation_vals = observations.concatenated_observations\n", "observation_times_year = observation_times / constants.JULIAN_YEAR + 2000\n", "\n", "\n", "plt.figure()\n", "plt.title(\"Observed two-way range to Mars\")\n", "plt.plot(observation_times_year, observation_vals / constants.ASTRONOMICAL_UNIT, \".\", label=\"Scatter plot\")\n", "plt.xlabel(\"Time [year]\")\n", "plt.ylabel(\"Two-way range [AU]\")\n", "plt.legend()\n", "plt.grid(\"on\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulation\n", "\n", "As we mentioned earlier, within this example we also aim to **mimic the loaded real observations** starting from **SPICE ephemerides**. To achieve this, the first step is to load the standard SPICE kernels into our program." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.415874Z", "iopub.status.busy": "2025-09-16T07:37:31.415714Z", "iopub.status.idle": "2025-09-16T07:37:31.452926Z", "shell.execute_reply": "2025-09-16T07:37:31.452318Z" } }, "outputs": [], "source": [ "spice.load_standard_kernels()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create Bodies\n", "\n", "We then continue to set up the environment by creating the relevant bodies and applying their default body settings. A global frame with origin at Solar System Barycenter (SSB) and J2000 orientation is chosen. For this example, we want to show the influence of adding a more precise rotation model, so a simple utility function is introduced to create the bodies.\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.454643Z", "iopub.status.busy": "2025-09-16T07:37:31.454511Z", "iopub.status.idle": "2025-09-16T07:37:31.507728Z", "shell.execute_reply": "2025-09-16T07:37:31.507265Z" } }, "outputs": [], "source": [ "def create_bodies(use_itrf_rotation_model: bool = False) -> environment.SystemOfBodies:\n", " # Create default body settings\n", " bodies_to_create = [\"Sun\", \"Earth\", \"Mars\"]\n", " global_frame_origin = \"SSB\"\n", " global_frame_orientation = \"J2000\"\n", " body_settings = environment_setup.get_default_body_settings(\n", " bodies_to_create, global_frame_origin, global_frame_orientation\n", " )\n", "\n", " # Add ground stations DSN\n", " body_settings.get(\"Earth\").ground_station_settings = environment_setup.ground_station.dsn_stations()\n", " bodies = environment_setup.create_system_of_bodies(body_settings)\n", "\n", " # Rotation model\n", " if use_itrf_rotation_model:\n", " body_settings.get(\"Earth\").rotation_model_settings = environment_setup.rotation_model.gcrs_to_itrs(\n", " environment_setup.rotation_model.iau_2006, global_frame_orientation\n", " )\n", "\n", " # Create system of bodies\n", " bodies = environment_setup.create_system_of_bodies(body_settings)\n", " return bodies\n", "\n", "\n", "bodies = create_bodies()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create Simulated observations\n", "\n", "To simulate observations, we need three main things:\n", "\n", "* Observation simulators, defining which observation types need to be simulated and which linkends need to be used.\n", "* Observation simulation settings, defining the times at which to simulate the observations.\n", "* The system of bodies relevant for the simulation\n", "\n", "Do check out the [documentation](https://docs.tudat.space/en/latest/_src_user_guide/state_estimation/observation_simulation.html#simulating-the-observations) for a more rigorous explanation of the technicalities.\n", "\n", "The system of bodies was already defined above, and all the other required information is in the collection of real observations that were loaded from the data file. For the observation simulation settings, there is a convenience function that extracts the settings from the collection `observation_settings_from_collection`. Creating the simulators is slightly more involved, as we need to specify the correct link definition for every observation - recall that the measurements are made using a variety of ground station." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.509498Z", "iopub.status.busy": "2025-09-16T07:37:31.509351Z", "iopub.status.idle": "2025-09-16T07:37:31.678302Z", "shell.execute_reply": "2025-09-16T07:37:31.677823Z" } }, "outputs": [], "source": [ "# Extract the relevant information from the real observations to mimic\n", "linkdef_ids = observations.concatenated_link_definition_ids\n", "distinct_linkdefs = observations.get_link_definitions_for_observables(observable_models_setup.model_settings.n_way_range_type)\n", "\n", "# Create the observation model settings to match those of the real observations\n", "observation_model_settings = [\n", " observable_models_setup.model_settings.n_way_range(distinct_linkdefs[linkdef_id]) for linkdef_id in linkdef_ids\n", "]\n", "\n", "def create_observations(observation_model_settings, bodies):\n", " # Create the observation simulators\n", " observation_simulators = observations_setup.observations_simulation_settings.create_observation_simulators(observation_model_settings, bodies)\n", "\n", " # Get the simulator settings directly from the real observations\n", " observation_simulation_settings = observations_setup.observations_simulation_settings.observation_settings_from_collection(observations, bodies)\n", "\n", " # Simulate the observations\n", " simulated_observations = observations_setup.observations_wrapper.simulate_observations(observation_simulation_settings, observation_simulators, bodies)\n", "\n", " return simulated_observations\n", "\n", "# Simulate the observations\n", "simulated_observations_simple = create_observations(observation_model_settings, bodies)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simple simulation\n", "For the first attempt, we don't include any corrections. This implies that the simulation will simply calculate the Euclidean distance that the light travels between the link ends. Plotting the difference between that and the observations reveals an error that grows with the distance between Earth and Mars. The larger the distance, the more that range is underestimated by the simple simulation. Additionally, there is some spread of the residuals, that seems to be related to a phenomenon of much higher frequency." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.680193Z", "iopub.status.busy": "2025-09-16T07:37:31.680027Z", "iopub.status.idle": "2025-09-16T07:37:31.776032Z", "shell.execute_reply": "2025-09-16T07:37:31.775583Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "residuals_simple = simulated_observations_simple.concatenated_observations - observation_vals\n", "\n", "plt.figure()\n", "plt.plot(observation_times_year, residuals_simple, \".\")\n", "plt.title(\"Most simple simulation\")\n", "plt.xlabel(\"Time [year]\")\n", "plt.ylabel(\"Residuals [m]\")\n", "plt.grid(\"on\")\n", "plt.axhline(0, color=\"k\", zorder=0)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Improving the rotation model\n", "\n", "One reason that might come to mind for the residual spread is that **the position of the ground stations is not accurately modelled over time**. This is indeed due to the simplifications in the default rotation model. If we create the bodies using the rotation model according to the **IERS 2010 models**, the spread is completely eliminated." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:31.777428Z", "iopub.status.busy": "2025-09-16T07:37:31.777289Z", "iopub.status.idle": "2025-09-16T07:37:33.958802Z", "shell.execute_reply": "2025-09-16T07:37:33.958353Z" } }, "outputs": [ { "data": { "image/png": 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Tp05FSkqKUa9GU7i4uOjzjt0ZTCUkJMDT0xMuLi4YMGBAg4/z/PPPY/z48ViwYAHuv/9+hxlu4rnvvvswYcIEfPXVV7hw4YJoz9OpUyccOnQInTp1wtNPP41x48bh5MmTSExMxEsvvaQ/z8PDA19++SWuXbuGoUOHokePHvjss88ASP8z1lSffPIJ3nvvPezYsQOjR4/GP//5TwwdOhSHDh0yCCDffPNNLFmyBElJSRgzZgxWr16NNWvWGKRvAABPT08cOHAA06dPx2effYZRo0Zh4sSJWLVqFdq2bUs9WU5CIQiCYO9KEEIIIYQ4G+rJIoQQQggRAQVZhBBCCCEioCCLEEIIIUQEFGQRQgghhIiAgixCCCGEEBFQkEUIIYQQIgJKRmontbW1KCwsRKtWrZjbYBBCCCHE8QiCgBs3biA4ONhgw3EWCrLspLCwUNL7sBFCCCFylp+fb7SX5d0oyLKTVq1aAah7k7y8vOxcG76qqiokJSVh6NCh3N3inY0c2wzIs91ybDMgz3bLsc2APNstdpvLysoQEhKi/x43hYIsO6kfIvTy8nL4IMvDwwNeXl6y+gOVW5sBebZbjm0G5NluObYZkGe7bdVmc6b60MR3QgghhBARUJBFCCGEECICCrIIIYQQQkRAQRYhhBBCiAgoyCKEEEIIEQEFWYQQQgghIqAgixBCCCFEBBRkEUIIIYSIgIIsQgghhBARUJBFCCGEECICCrKa6OOPP0ZERATc3d0RFxeHAwcO2LtKhBBCCHEAFGQ1waZNmzBnzhz885//RHp6Ovr06YMRI0YgLy/P3lUjhBBCiJ3RBtFNsGLFCsyYMQNPPvkkAGDlypX45Zdf8Mknn2DJkiVmPcatW7fQrFkzMavZJNXV1QCA8vJyNG8uj4+LHNsMyLPdcmwzIM92y7HNgDzbLXabb926Zfa58njFRXD79m0cO3YMr776qkH50KFDcejQIaPzKysrUVlZqf+5rKwMANCuXTuzdvK2F6VSiS+//BLt2rWDTqezd3VsQo5tBuTZbjm2GZBnu+XYZkCe7Ra7zYIgmH2uQrDkbKJXWFiINm3a4Ndff0WvXr305e+++y6++uornDt3zuD8RYsWYfHixUaP8+2338LDw0P0+hJCCCGk6crLyzFlyhRotVp4eXmZPJd6spro7l4oQRCYPVPz58/H3Llz9T+XlZUhJCQEDzzwQINvkj1VV1fj4MGDeOCBB2TV1Sy3NgPybLcc2wzIs91ybDMgz3aL3eb6kShzyOMVF4G/vz+aNWuGoqIig/IrV64gMDDQ6Hw3Nze4ubkZlatUKocOsqqqqgAAXl5ecHV1tXNtbEOObQbk2W45thmQZ7vl2GZAnu0Wu82WTPGh1YWN1KJFC8TFxSE5OdmgPDk52WD4kBBCCCHyRD1ZTTB37lxMnToV8fHxSEhIwGeffYa8vDzMmjXL3lUjhBBCiJ1RkNUEkyZNwrVr1/Dmm29Co9EgOjoaO3bsQFhYmL2rRgghhBA7oyCriWbPno3Zs2fbuxqEEEIIcTA0J4sQQgghRAQUZBFCCCGEiICCLEIIIYQQEVCQRQghhBAiAgqyCCGEEEJEQEEWIYQQQogIKMgihBBCCBEBBVmEEEIIISKgIIsQQgghRAQUZBFCCCGEiICCLEIIIYQQEVCQRQghhBAiAtogmsieRqvD6pTzSDpZhJuV1XBr1gztPRXo1rsCof6u9q4eIYQQiaIgi8ja7P8cw45TRQZlFdU1OF7ZDH2X78e0hDAsHhttp9oRQgiRMgqyiGx1fu1nVFTXmjznq9Rc7Dp9Gb/OH2SjWhF70Wh1WPbzGew7XwxXFwUiWntiZt92GBQZZO+qEUIkioIsIkv3LNiOKtPxlV6BtgIxC3fixOLh4laK2M0rW7KwJV1jUHb55m38ln0M/p4t8NNzD0CtUtqpdsRW3v/lLL5KzUFFVQ3cmisgQAH/li3w9IB7MCE+1N7VIxJEE9+J7EQv3Gl2gFWvrLIGPd/dJU6FiF0tOOJiFGDdqfjWbSQsScGmtDwb1orYUmZ+CdrN347Vey6grKIGt2uAG5UCblbWIudaBV76XxZiFu60dzWJBFGQRWTlwVUHcLOyplG/e7msEo9+nmrlGhF7emDpXtyqUZh17iubs6DR6kSuEbG1xxOPYOxHh1ArmD6vrLIG7eZvt02liNOgIIvIxr92nkVWYVmTHiP1wnVk5pdYqUbEnsZ/8isu37wNwLwgCwAGv79XtPoQ23s88Qj2nLtq9vm1AtBxAQVaxHwUZBFZ0Gh1+GjvBZPn/Gt8F+S8NwrdQrwA8G9rn9uQbuXaEVv7186zOJpbavHv3bpdi+5vJVm/QsTmMvNLLAqw6t2uBYav3CdCjYgzoiCLyMKkTw6ZPP70gPb6ia3fPXU/7vPnT9rKva6j3iwJMyfgNuX6rSrM+y7DehUidjHp098a/btni25i+S9nrVgb4qwoyCJOLzO/BHmlFdzjKmVzvDSss0HZY/cI6NDag/s7079Ms1r9iG2N/vdBk8e7BHvhh6d7mTznf8cLaH6WhD3y8a8Npm9xa2Dt/Yd7LtBngDSIgizi9KZ+cdjk8cyFw5jlX06L5/5Oia4Ku88UcY8Tx7Tox5O4Vn6be7xLsBd+eq4Puob4IHX+QJOPNW3tEWtXj9hA5iUtjuWVco+7NQNy3huFc2+PajDYfuTjX61cO+JsKMgiTm3RDydRZmI1oamLqFrljvHd23CPL9t5rkl1I7al0eqw7lAu97iPsjl+eq6P/me1Somn+7fnnn/+yk0aNpagF7/LNHl878t/BdddQ3zw9AD+Z6BQW0k3W8QkCrKI09JodViXyv9SjQv1RtcQH5OPsXxiLFo0Y68+O3f5Jg0XSMgr/zth8viOOX2Nyl4a3hnh/vwkpLQIQlpybwC5JfypA88MaG+UdPalYZ3R1tud+zsvbMqwVvWIE6Igizit937mT0x1dQE2z+5t1uN88rfu3GNbjl+yuF7E9jRaHfb/Xsw5KuAf/cK5Gd03zEzgPi4tgpCWr3/nf+XdE+CJeXfNzaz30WP8a0BZRQ31ZhEuCrKIU9Jodfgho5B7fM3UOLMfa1BkEHw8XJnHvj6UY2nViB1kF9/iHmvtJmDu4I7c42qVEkOjArnH3952pkl1I7aReUmL4kp+TrSvZ/TkHusa4oNe7Xy5x59eTz2ahI2CLOKUnljHX/0X0LKFxZv+Lp8Qwyy/fOM2nkikCdCOLsLfEy6c79dn7m14j6XFY+/lHkvLLaFhYwmY+10meIlnh0UFNrg35bdPJcDDlf37FdW1+O9R2naJGKMgizidzPwSnNHc4B7/3MSqQZ5BkUEI8nJjHks5d5WGjBycWqXEkoe7QHHXd+S746LgzX5bjX7fVG/Wk19RSg9HlplfgjwTc7EWmQii77R6Cn/Y0NT0BCJfFGQRpzPXxOqhMF/3Bie78zw9oAP3GE2AdnyTeoTi0KsD8dGUbvjw0W5InT8QE+Lamv37pnqzThXeoEDbgb217TT32LCogAZ7seoNigyCtzs7gda1W1X0GSBGKMgiTiUzvwQXrvLn36x6lH8n2pDBJnoyaAK0NKhVSoyKCcborsFmf7He+bvDTHwGvj1Mw0WOSKPVmdxCadHYaIse76sZ93GPTVtLPZrEEAVZxKk8b6JHKTZE1eheLKDhL9n19CXr9EwNK/18UmPDmhBzbT7GXwFszlysu3UN8YEfZyFMaQUlKSaGKMgiTiMzvwQ51/kTkD/5m/krCnlMfckezbne5Mcnjq1ublYA8xgt5XdMn+7j71Np7lysu706kp3qAQA+SD7fqMckzomCLOI0TCWbbMwdK4tapUR8mDfz2MXiclplJgOLTQwvmZoPSGxv95ki3ODs+BAf5t3oa8KE+FB4uDZjHjtZeIOuA0SPgiziFDLzS3D28k3u8cbesbK8PjqKe+yrQ9lWex7imEwF2lpdNfVmOZDXvj/JPWbq79gc80fxe7Mepj0NyZ8oyCJO4blv+XOxptwXapVerHpdQ3zg68mek/Hfo5QBXg5MfUH/x8RWTsR2MvNLoNFWMo+19W78KuN6gyP58zM1tKch+RMFWUTyMvNLkFvC755/dhA/9UJjjY9jbxxNy7jloWuID/xbtmAeS8uluXmO4HsTOz78Xz/+ps/mUquUmJ4Qxj3++g+nmvwcRPooyCKSZypHlSU5cCzxeO923GNPrz9u9ecjjmd6r3Bm+a3KWurFcADJpy5zj5lKx2KJRWOj4eXOnptVWFpBN1yEgiwibZn5Jcg1saLQ0hw45lKrlAj3ZQdvl+jiKguPmEhk+sImmgBvT5n5JbhUyr4u9Grna9Ubr5eG8+dmpZy5YrXnIdJEQRaRtMcT+cn/xOrFqvf0QP4wJF1cnZ9apcQ9AZ7MY2UVNAHent7aztu0W8DcIfdY9blMzc1af5jm59mTRluBQxeK7brak4IsIlm7zxThenkV97hYvVj1JsSHwrMFe8PYH08UiPrcxDG8OoLfi7H9BCUntQeNVoejOeyeZFVzAV3bqqz6fGqVEt1C2I9ZfIuSk9rL7gIF+i7fjymfH0avJSnYlGafZNEUZBHJeslEXqxpCWGi9mLVG3qvmlmeXUzb7MjBoMgg+HKyf2fkldq2MgQAsMVEhvcHggRRnvMZE73a8/7Lv04RcXx+MBs/5v0V3ggAXt2cZZceLQqyiCTtPlOE67fYvViBrdxMJoy0ptEx7CALAJb9ctYmdSD29TfOCrOL18op0LaDb0wM0d0XIE6QNSgyCIGt2MF2STn1ZtmSRqvDsl9+B2A4yiAAOMbp4RQTBVlEkuZszOAe+/6Z3jarh6mejF//uE6Zn2VgUGf2NjsA8EM6P40AsT5TubH6dPCBt5t4z/3aaH7C48/3U5JiW0k+zQ9oFezZHaKiIItIjqmtMjoGtLTJMOGdXhjSkXts12n+MnLiHLqG+CDM14N57IdMmptnS9+bCGrHx4WI+tzx4b7cY79l0w2XrXx1iN+T2T2saQloG4OCLCI5pnqxXhnRyXYV+ZOpnDv/MzE/hDiPGX3CmeXXaOKzTWUVlHKPdQvxFvW51Solekbwv8S3HKdrgdgy80tw4eot5rFxscE2vwEHKMgiEmOqF8vLrTkGRQbZuEZ1F9d7g1sxj2Ve0tIdrAwMieJ/7hZs5e+fR6xHo9XhaG4p89i4rsFQq9xFr8NTfflJir820cNCrGP3WX7qnFdMrAQWEwVZRFLmb8niHvtgclcb1sTQXBNDhnQH6/zUKiU6BrJzZl0uq6QJ8Dbw3g7+QpNXRtrmC3ZQZBB3X9PLN+hzILafs9hpU/rd42+XXiyAgiwiIZn5Jbhy4zbzmJe7fXqx6g2KDIKXG3t7jR9N7KFGnMcrJjJ/8/I2EevQaHX4IZP9dxYf5m3TL9jE6T24x97aftpm9ZCbzPwS/H6FPVQYG+pt28rcgYIsIhmvbObnm/lgkv16seoN78JO53Du8k0aMpSBQZFBaOfP7s3afYYWQIjJ1AKTmDbetqsI6hZCBHqxNw8/mlNK1wKR7DLxNzbQxApgsVGQRSQhM78EZ4tuMo8Fq9zt2otV77GeodxjNGQoD28/xM7PdujidRoqEtHFq+xrAwCM7RZsw5rUmXp/OPeYPXI1ycEvJ9kLTDoGeKJriO1XFdajIItIwv/95xj32IKRkTasCV/XEB8EtmLfwX6dmmPbyhC7iOD0ZAHAsp3nbFgTednOmYvTMdA+X7CmNg9flfK7DWsiD5n5JTjPGSocEc1PGG0LFGQRh7f7TBGKytgJBgEgLtx+dyl369uxNbP8ctlt6smQAbVKifgwb+axXy9co6EiEew+U8SdqzmCs+2V2EztZ3j+8k26FliZqfxoAyPtN1QIUJBFJMBUXqz5IzvbbdUIy9/uZ2+xAgApJpYXE+cxNrYN9xglp7W+D/f8wT1mzy9YU/sZUq+mdR3Lvc4sb+PtbtehQoCCLOLgTOXFaufngf/r297GNTKta4gPwv3YQd/hC9dsXBtiD6aS035x4KINa+L8NFod0vO0zGMdA1ra9Qt2UGQQvJXNmceoV9N6NFodThSUMY/1asfPwm8rFGQRhzZ7/XHusX+Odoy5WHfrFsq+sP+WU0IXVhkwNWSYe11HQ0VWdCyX/1o+N+geG9aE7aHu/LlZtBjGOkx9BqLbeNmwJmwUZBGH9d+jeaisFpjH7JXd3RyjY/jzQOjCKg+mhgxTztCwsbV8bGKo0BHmao6L5a9sXP9bng1r4rx+zODtDypgQCf7zscCKMgiDuzdHWe4x+yZ3b0hgyKDoHJnDxP8nEX72MmBqSHDs5dv2LAmziszvwSnNezX8oEOfg4xV7NriA+i1Owttwq1FdSr2UQarQ5Jp9k3Lfd619pkK6WGUJBFHFJmfglKyquZx1q6NXPYXqx6k+5jDxOcLCyjIUMZUKuUGBrFvov+5dRl+gxYgal96obd6zjXh7UmMsDTBPimMbWQZFhb9iiIrVGQRRzS3O8yucf+PTnWdhVppJi2/KEKyv4tD53V/Pkg9Blousw8fi+QqZ5EW1OrlOgc2JJ5jCbAN80PnKHCUF8lwtgdiDZHQRZxOP/aeRYXrrITy4X4OEZ294bEhfGDrB9M5HQhzmOQia08aNi4aTRaHfb9zl6t27u9r0MMFd4p3M+De4wywDeORqvD0dxS5rGeDjAfrx4FWcShaLQ6fLT3Avf4d7N62bA2jWdqhVlaLq0ylIO6+Tjs3izqwWgaU8NEIzh7iNrThB4h3GM/naCbrsYwtVehI6wqrEdBFnEoyaf5d/i92zvGZFZzjTGxsoiSUsrD7AH8PG7Ug9F4O0+yt9EBgEGRjjNUWG9QZBB8PVyZx2iOXuNkXWLnRwPgEKsK61GQRRzKLyf5wcfLwzvZsCZNNySKP6yZXcweDiXOxdSw8RcHKTFpY2i0Ovx6gZ3he9i9gQ57I2YqrQfN0bPcWQ07AWlMGy+HWFVYj4Is4jDqLp7seRaxISq7b49gKbVKiX73+DGPXbxy08a1IfagVikx5T72UFFGvpaW8DeCqV7gB2P4vcf2Nq4bv27fp/NyPREWU1ne48Ptn+X9ThRkEYcxYU0q99gnf4uzYU2sJybEm1m+9/diGiKQiWdNZB6nRRCWu2iiF9gREpDydA3xQbgvu5ftaG4pXQ8sYCrQHmtimoY9UJBFHMLuM0W4VMK+yAzq3NphhwAaMtjE/JDNxyj7uxyoVUrEBLMn4h7LYw97Eb4Dv19llvfr4O/w14kZfdpxj9H1wHw/c+bkdQjwcLgRDwqyiEOYu4mfF8sR9iBrrK4hPgjmzA84VcifuEkMabQ6bDtRiJ8yCyR5x8/rYcm8RMlpLZGZX4I/rrB7smJDvW1bmUYwlb/r28O0zY45NFodDnHm5D3Ujb9XpL1QkEXsbveZImgr2Nndw3yVDndnYqkHu7KXlP9xmeZlmWNTWh56LUnBM9+m49kNGei1JAWb0qT1hTSuG3/SM+1nab4jOfyev4GRjrOijEetUmIYJ9CibXbMY2pD6DBfTxvWxDwUZBG7+zCFv8nrqke72bAm4ohuo2KW/371Fl1UG6DR6vDq5izcuUGGAGD+5ixJ9QCZ6tFc/1uujWsjXec5exXGhXpL5mZs0dh7ucc+359tw5pIU47E5uRJJsh655130KtXL3h4eMDb25t5Tl5eHh588EF4enrC398fzz33HG7fvm1wTlZWFvr16welUok2bdrgzTffhCAY7nG0b98+xMXFwd3dHe3atcOaNWuMnmvz5s2IioqCm5sboqKisHXrVqu1VU40Wh3S89nDZveqW0nmwmmKqdUuq3bzA0xSd9fK2oGsFkBOcbmtq9Mkj/ZkrzIs1FZSsG0GjVaH/x5nr8Ib6YAJSHnUKiWe5uRP25alkdTNgz3kXWf/3ceHeTvknDzJBFm3b9/GhAkT8I9//IN5vKamBqNGjcKtW7dw8OBBbNy4EZs3b8aLL76oP6esrAxDhgxBcHAw0tLSsHr1aixfvhwrVqzQn5OdnY2RI0eiT58+SE9Px4IFC/Dcc89h8+bN+nNSU1MxadIkTJ06FZmZmZg6dSomTpyIw4cPi/cCOKkZ69K4x74wsbGqlNQNEbCHMnafvUIXVRO+OMDOJaUAEO7P36rEEY2P42f9/iGDVhk2xFSG73gH7MEw5aVhndExgD20RcPHpu3hbAzepY23bStipub2roC5Fi9eDABYt24d83hSUhJOnz6N/Px8BAfXLeF8//33MX36dLzzzjvw8vLC+vXrUVFRgXXr1sHNzQ3R0dE4f/48VqxYgblz50KhUGDNmjUIDQ3FypUrAQCRkZE4evQoli9fjkceeQQAsHLlSgwZMgTz588HAMyfPx/79u3DypUrsWHDBnFfCCeSmV+C05zu/+4hjnlX0lgPxrbBL6fZF4fjuSUYFeM8bbWWzPwSZHB6OR+9L1Ryn4/6rZZY+61lFRiXEUM/cHJJhfk63ooyc7Rr3RLnGZP4T5rIZC53u88U4erN28xjpvKQ2ZNkerIakpqaiujoaH2ABQDDhg1DZWUljh07pj+nX79+cHNzMzinsLAQOTk5+nOGDh1q8NjDhg3D0aNHUVVVZfKcQ4cOidE0p/Xct8e5x54eyN+ORIpMZf6+fot90ZA7Uz0Xzw7qYMOaWE9/znYfaTmUJ8kUU5sB39/OsZJPmsuvZQtm+X5OigoCbDvBTt0Q4uPusIG2ZHqyGlJUVITAQMNVGz4+PmjRogWKior054SHhxucU/87RUVFiIiIYD5OYGAgqqurUVxcDLVazT2n/nlYKisrUVlZqf+5rKwuW21VVZU+eHNE9XWzdh0zL2mRW1LBPKZyb46+Hfzs9rqI0WZ/j+bo094XBxhLj5NOFWJyPH/1ma2I9V431k8Z7J6LHuEq+Hs0t0o9bd3mtt787T5+OanBY5zs8NbmaO91Q37J4g+nRqpbmdUOR2uzt5K9l+Gt27XYeDgbj3S3TjoCR2t3UxTfYN+IDL830KB9YrfZkse1a5C1aNEi/TAgT1paGuLj4816PIVCYVQmCIJB+d3n1E96t8Y5rOevt2TJEmZbk5KS4OHh+HNLkpOTrfp4n51xAbsjVcDEsArs2LHDqs/XGNZus06rANDMqPzAH9fx7dYd8HYz/h17sHa7GyP3BpBzvRnqZl8ZEm5et/rnw1Zt1lYCdZ8B43btSTsJn+Ism9SjniO81+b49hT/eqEoyMKOHea/bo7SZrcbAO+z8O5PJ6EsOmHV53OUdjdWaSVw4A/261V1+SJ27LhgVC5Wm8vLzV90Y9cg65lnnsHkyZNNnnN3zxNPUFCQ0cTzkpISVFVV6XudgoKCjHqbrlypmyfT0DnNmzeHn5+fyXPu7t260/z58zF37lz9z2VlZQgJCcHQoUPh5cXOBu0IqqqqkJycjCFDhsDVlX3nZSmNtgKnUvczj/l7tsDLfxtgledpLDHaDADuZ6/g6PoMxhEF2sfej54R9h32EKvdjfHO9rMA2LmwZg6Lw8DO1smJZI8279IeZfZoFtS0wsiRD9ikDo70XjdEo63Aec71ok8Hf0x5yLwttxyxzT9d+RW/M+ZllVW7oE1MArq2Zad/sYQjtrsxtmcVAcfZgecTYwcYbAotdpvrR6LMYdcgy9/fH/7+/lZ5rISEBLzzzjvQaDRQq+uW8yYlJcHNzQ1xcXH6cxYsWIDbt2+jRYsW+nOCg4P1wVxCQgJ++ukng8dOSkpCfHy8/s1KSEhAcnIyXnjhBYNzevXqxa2fm5ubwVyweq6urpL44Fuznit2neQe69extcO8HtZ+b4Z1aYP2rc/jwlXju6DKGsFp290YyZwVRD7K5hjWxfpDq7Zsc2yYDzPI+uNqOU4X3bTp3BJHeK8bcqKQP0epW6iPxfV3pDZ/PaMnEpakMI/tOHkZ8RHW+X4EHKvdjbH3PPtzMC42GKH+rZjHxGqzJY8pmYnveXl5yMjIQF5eHmpqapCRkYGMjAzcvFmXNXvo0KGIiorC1KlTkZ6ejt27d2PevHmYOXOmvqdoypQpcHNzw/Tp03Hy5Els3boV7777rn5lIQDMmjULubm5mDt3Ls6cOYMvv/wSa9euxbx58/R1ef7555GUlISlS5fi7NmzWLp0KXbt2oU5c+bY/HWRGo1Wh+9NLFcfGSOdfDeNMSqGvQJmwVZ+4Ck3mfklKChlz9d7yErzVOzJ1H6WKWfYwaWc5VzjJ58cJIEs76aoVUrEcJIVH8ulfS3r1X1vsCe9O3r6DskEWW+88Qa6deuGhQsX4ubNm+jWrRu6deuGo0ePAgCaNWuG7du3w93dHb1798bEiRMxbtw4LF++XP8YKpUKycnJuHTpEuLj4zF79mzMnTvXYBgvIiICO3bswN69exEbG4u33noLq1at0qdvAIBevXph48aNSExMRExMDNatW4dNmzahZ8+etntBJMrU7ukhPkoMigyyYW1sz5+zouhyWSV2n+EvnJCTud/x97EcG+uYy7Qt0TXEB/eq2XfeplZUylXqH8XM8g6tPR12RZkl4sK8meW0r+Vfsk1kefdWsq+pjkIyqwvXrVvHzZFVLzQ0FNu2bTN5TpcuXbB/P3t8v16/fv1w/Dg/vQAAjB8/HuPHjzd5DjG27lAO99h3sxJsVxE7GRIVhDd+OM08tv2ExumDzIZk5pfgwlX2BdUZ9rGsN6t/ezy7IcOo/JTmBjLzS5ymnU2l0erwK28z4O72X5FrDeO6tUHiIfbWSpRDr47uNntvW8Axt9K5k2R6soj0mfoCHRcbLLnkko2hVinR7x72PItrnCR7cmJqKHlm33Y2rIm4TG219EM6ZX+vZ6oHI9zP8TYDboyuIT6I5UxwN9XzLyffHs5nlg+ODHD47w0KsojNLNt5lnvslRGdbVgT+xocxZ6Ts+/3YtkPDySd4g+ZDjIxl0lq1ColerX3Yx47d5m9C4IcebYwTnkC1C3i724iwa/UzOgTwSzfmlEo+2uCRqvDbs5CmH4dW9u4NpajIIvYhKlu/97t/Rz+bsSavD34K1PkfOdqasK7M35GZjwQziz/9cI12X+x1lv44ylm+Vgn6/k21bO5dAf/5lQOjuXyN0/n3bA6EgqyiE0czeGvlHl5eCcb1sT+TF1QTQ2POLulJno6nfEzomzBnxJ7LIf/xSIXpvauDPN1/ATOllCrlOjdnn1d+D5T3r1Z2cU3meXDogIlEWhTkEVsYhdnaXpsiEp2k3xNzcu6cIV9QXF2Gq0Ohzg9nW29HXdfsqaI8OfPKfrpBM3LMjU/b6DEUzewDI/mp6+Rcw/39ZvsLWza+Dh+gAVQkEVsQKPV4QfOBfPJB5xnMrMlYkLYE13lOi/L1JfI0CjnXHFpal7WL6cuy/JzcKesS6XMcmdaZXonU0NfR3Ku2bAmjqWwlL2FDW+DbUdDQRYR3dKfz3CPOfryW7GYSkh53MQcBGf1QyZ7M2gAGNtN+rmxeIZH8z8Hu2WcM0uj1eFobinzmDOtMr2TWqVEp8CWzGPni+Tbw/3LafYoSJivNFaXUpBFRGUqU++gyNaSGFMXQ9cQH8RyerOu35JXKgeNVoejOaXMY+2dJOEkzxATvXRZl9jzkeTA1BxOZ1plercHOcl2z12+KcueTVM93FK5Qacgi4hq9e7fuceeG3iPDWvieB6JY28Rs/n4JRvXxL5MrR5aMbGrDWtie2qVEvGcjN8XORN+5SDvGnuIaNi90pjs3FiPmNg2ahFnpaUzO5zNHibt2tZLMp8DCrKIaDRaHb49wk4iJ8cJ73fz8WDPKcjI1yIzXz5Dhh/v+YNZHqVuJYvPyBhO70VaTqksey8A4NAF9lY6bbyl8cXaWGqVEt04PdxynKd3nDNkHCyhzwEFWUQ0ptIRyHXC+53iTCRT3C2TjYIz80twWsNOvjlEAjlwrMHUkKEc52WZyqnn6ymNyc5N8czADtxjcpqvmZlfgkItO2/eeM4ogCOiIIuIhrdEXQHpjKeLyVQqh9s1NTaujX0s3XmOe2xgZ+dbps9iasjwi/3Ztq2MA0g+zc/6byrthbMYFBmEIC835rEfM/gLRJwNL8u72stNUnu8UpBFRLP//FUoGOXvPdJFMuPpYmvXmv2lsYuzosaZ1OXGYs+5cNZl+jxd2nozy3Oul8tq6BgAfkxnL5QBnGsrHVMmxLN7an45fUU2Q4YVVexNoXnD646KgiwiCo1Wh1c2Z0G4q/yHp3thUo9Qu9TJEbVrzV6y/cfVW07/5Wpq5ZCzLtPnGWfii0MuQ8fAnytN89if+x7h3rK5OTOV4kUuQ8i7z1xlllfV3P2t4tgoyCKiWJ3Cnsx8qUQed2HmMpWA0Nm/XL84cJF7zJmX6bN0DfFBlLoV85ibq3wu06aGCsd0bWPDmthX1xAftOf0cv+cxX+NnEVmfgkuXGXP6ZXakLF8/nqJzWi0Onx7OI95TJDWTYjo5DovKzO/BLnX2QH3A064GbQ5Jt8XwixPltGWKtnF7NQNgDQ2A7amwVHsOYly2EB8l4neOql9DijIIlZnKu8RTXg3FqhyZ5Yf4yTodAbLTEx4f8kJN4M2h68ne7KznFJ6XOTs3dmvo7/sAm+35s24x3JMBKPOoKq6llne7x7pfQ4oyCJWt4vT5T8uVi25PxBb8GjBvpim5ZY45R1r3RJ9mvB+N1MpPXh7fzoTjVaHfb+z82PFchYGOLNBJlbX7jzJXxzgDE4UsHc74M1hdWQUZBGrMrWNTny4r41rIw0PdePPNXHGvDim8qdN7MEeMpMDU6kcblWwV1o5E1M94AMj5ZHO405dQ3zQgTMv66vUXKe8AQPqVx2z86S1D5DWfCyAgixiZabG0r2Vzp9IsDFMTXp2xrw4SSf5E3elsumrWPp3YgcTpboqG9fE9gTOhM2e4T6y7d3sw5mvCTjvkKGpYFuKC2IoyCJWdYEzpwKg+Vim9Gznxyx3trw4Gq0O61Jzucfl/hkJ56yc+uW082+pkngoh1k+npMzSg7Gmejl9mjhnF/f129VMsvHxQZLcrqJc75LxG40pextEJx9Y9emivD34B47luM8Q4am7lKlehG1JtNbLTnvKsPM/BLuPnUnLrHn58hB1xAf3Me58cjnrM6VOgUzhTUQL9EbMAqyiNVotDr8wllu/mCMtLL02pqp/etKdbdtWBNx/WhiAvcrIzrbsCaOSa1SIqYte4Pgw9nsxQLO4EgOew4OAPTv1NqGNXE8D3IS1TrTdeFOR3PZnwWppv+hIItYzVETF0q5DwM1RK1SYihnvoHWSebjaLQ6JHGC8Pgw+WTzbkiwDFN6nC9ibxIe5quU1D51YvDxYM9lXXvA+fa11Gh1+IGzcEqqm4NTkEWsRqFgd/NOuS+EvkDN0MaH/eVafMM57lhNLYqIkeESfR7evnWF2gqnzJel0erw32PsBR5jY+WT5Z2HN4Scfa0cu884V/Z33nQCBaS7byUFWcRq4sJ8jEbTFQCeHXSPPaojOe0C2DlgSsrZE0GlZs9Z/jZBYyW26auYBkUGoY03O+A+6kTz8+qZ2sMywIudoFVO1ColYkPYQ8iLfzxt49qIi7eaemiUdOf0UpBFrObHjEKDDaEVAN57pItk/zhsjbcp7PcZGsmvLNNodUg5y97wtVc7X9ku0eeZM5h9Y3JWU2bjmojvoom8aVJcsi+GIZzXIa9E5zS9m3XTCdg3Yp05KW6kgIIsYhWf7r+AJT+fNShTAOjbUd6TVi2hVikxhbN/ndRXGJrqrXh2UEcb1kQa8q6zcyD993iB5APuu124TFvpNOThOH4ai7e3nbFhTcRjMhmtiez3jo6CLNJkGq0O790VYAFALZw3YZ5YItVezHKpryT6Yv9FZrkCQLiJ9BVyFeDFHi4EnGsXAI1Wh/1/sLfSae8vvS1UxKJWKREdzL42OMv2WyXl7GtcbIi3pHu6KcgiTZZdfIu5vNYF9AVqKQHsdcqf7mMHKVKQmV+C3BL2l0B8mA/1VjDwho4BIOcaf3hNakytSG4nwS1UxPTCEP7cVmcIvEs5QdZgiW+pREEWaTJPzgbH/+jfnr5ALeTryZ7om1+ik+xKou/T+VsDjaEJ70xqlRIDO7OH2nlJO6WotJyfnoTmYxkaFBkENSe9h6n9QKXi+k32Z+H6LWn34lOQRZrs+Y0ZzPIoTvc24TOV8XvvOfbEcUeXbGI+1uAo+iLleaxnKLM85azzbLW04Uges3yYhFeTiWl4NDtnmNQDEQAoLGVPLfFrKc38WPUoyCJNsvtMEXKusf84pJqh157UKiVGci6kob7SG3rNzC/BJc5WS707+NIXqQnKFs2Z5QKcY65jZn4JTmvYSUg7B0l3NZmY/DgJOQs4w/FSUbdbCHtlodQ3jacgizTJthPs7LwAZXlvrPacuSi/XZTetiq7TeTGenkYbaNjSgRns2gAKL8t/V0ATCWnHSjxeThiCfNj32hJfQPx5NP8qRBS/x6hIIs0SWAr9hwiWn7deAGt2PMudp+9KrkL6fWb7ESqEf4ekl4xZAtqlRKDOPOyMvOlv2ny7ZpaZnnHAE/6bHDEh/tyj205fsmGNbGubE7PbO/20u/tZvdH32Xu3LkWP/Brr70GX1/+B4I4h7KKamb5hDh2vifSsMFRgXj9h1PMY8dySjC6q3QuOtuz2Heo3UK8bVsRieoW6oPdjCSuu85cxtyhnexQI+vJusROrPrAPZRbj0etUqJjgCfOXzGe6P5jRgGeHiDN3TV4w529OvjbuCbWZ1aQtXLlSiQkJKBFC/MmoB08eBDPPPMMBVlOTqPV4dsj+UblCki/i9ee1Colht0biF9OGQ+n5F6Xziqi3WeKUMJZPTYqRm3j2kgTb3jotOYGMvNLJNvjo9HqcOgCe/jb1DApqQu8WUHWucu3oNHqJNfzY2rjeKnPxwLMDLIAYOvWrQgIMG+cvFUrmrQoB7ws3mNjgyX3h+5ogr3Zr9+1m9JZRcSbr+fr4YpBkezJ/cSQqeGhlLNXJBtkmcqPRStOTZvSMxSbjrKHBo/nlmBUjLSuvaZ2g3CGm3Wz5mQlJiZCpWJvUMny6aefIjCQ/lCc3cWr7O0wfD2kveTWEbRrzb6DK5HQUu1DnEzeE3vwtwghhtQqJYZGsW9uXZtJd0otLz/WuK50g9aQriE+3A2jpZjK4coN9urjQZ0DnOKzYNZf6bRp0+DmZv5u6FOmTIGnp/S7+YhphZyl+X6tKMhqKl7G760ZhZKY/L77TBEu32Bf8Lu08bZtZSRuTGwbZrmUh9UKStgTnYO8zf+ekTPe9eEg58bGkfFS0wyPdo6OmibdCt28eRNlZWUG/4g8OPs4ur2pVUqMi2XPW9ptYum7o/gw5Q/use4mEq4SY3FhPlDcVaZQSPt1PJzNHi68UsZejUoMVVbXMMuTTkkvlcPOk+zFMZcknvurnsVBVnZ2NkaNGgVPT0+oVCr4+PjAx8cH3t7e8PGR7h89sUx28S3OLnvOMY7uCEI4d3iO/kWk0eqQzkkx0O8eSu1hKbVKifce6QKXPyMtBYDZEt6yytTngxZEmIfXkyW1RLUarY65ehYA/Fs6R6+m2RPf6z322GMAgC+//BKBgYFQKO6+xyJywNuv8GkJX/wdDa8b/eAfxQ69fN9UYsEJ8ZTaozEm9QjFvnNXseNkEQQAH+25gCJtBd6fGGvvqlls6c9nmOUhPkpaEGGmriE+GNC5NfYwAhSPFtKZq2dq0ruzLICwOMg6ceIEjh07hk6dHPciT8THWzlGOW6sp1THnhx8PK/UoZfvZ1/l30lTL2fjZOaXYMddwyqbjxfg7wlhDvs5YNFodfg+g33tGOIkX6q20j3UmxlkHfi9WDKfCd7iqd7t/ZzmZt3ikLdHjx7IzzfOjUTkQ6PV4fMD2UblLgDC/aW3v56jus/E8v2jOSU2rIllDnO2/6FNfxuPtwXNqt38uW+O6Fgu/3PLW1FL2C5eZefMSzGxlZWj8ePsGNKrg5+NayIei3uyvvjiC8yaNQsFBQWIjo6Gq6urwfGYmBirVY44Jl4X7xjKj2VVXUN80Ku9Lw5dMJ4k7KjBbGZ+CU4XsTf97dNR+tmb7SXAi7fV0hVJJaC8fos/n3AQZ54RYRsdo8bW9EKj8uN5pZL5TBSWsie3h/s5T8BtcU/W1atXceHCBTz++OPo0aMHYmNj0a1bN/1/ifPj5TUJ48whIo03PJo9R4WXPsPeTG36662k1B6NxZvoDEhjtWk9hdE6yTrj6AbNYoMigxDB2RHguIkeQ0eh0eqw4TB7xxApr5y9m8VB1hNPPIFu3bohNTUVFy9eRHZ2tsF/ifO7wdmvMIaTII80XjEnw/vec445JODWnL0gAqD5WE2hVinRuz17+Jg3bOSINjK24QKAewJb2rgmzuGJPhHMclOLTxwFb4X6zD7tnCrgtni4MDc3Fz/++CM6dOggRn2Ig9NodfjqUC7zmEcLV2Y5abxBnQOY8252n73qkEMCB86zl2NPuS/E4eoqNdFtVfiVMXTcork0Vnhn5pfglIadS/F2Va2Na+McvJXsa+73GRq8MsLxrg930t1m36z3bOdcN2MW92QNHDgQmZmZYtSFSMCx3BLm3YcCjjtPSMq6hvigZwS7B8PRhgQy80twmDEhXwHg2UH32L5CTobXS7jvHDuwdTS7TUzIHhhp3r64xJCpvS1NpUdwBJmX2LnSTnDKpcrinqwHH3wQL7zwArKystClSxejie9jxoyxWuWI4xEEdgrSR+8Ldei7JikbFRPEzJDtaPuUbU0vYJb37uA8y7HtidereabopkOn9Kjn2ozd4xYV1Mrh6+6o1Col4sO8cTS31OjYyULHDlZaNGf38fDKpcriIGvWrFkAgDfffNPomEKhQE0NO90/cQ4enCSkgyIpP5ZYeJOFHS0P8HZO7rSOga1sXBPn1DXEB52DWuJskXFuoZQzVxw+ULlwhT13bMr9oTauiXNp17olM8i6cIWdg8pR/HGZvQpZxRkClSqLQ8ba2lruPwqwnN+3jNUggPN18ToSgbOBEadT0S52nynCVc4k/bGxwTaujfPq35F9M1Pp4NfeuiSkxukGSNN1actecHQ0t9Rh9zE0lZTW2VYhO1e/HBFV3T5T7HkVzrLPlCPy9WS/tmc4k4jtgZcAsZ2/p8P3sEiJK2co5XcH77UwNT/I2b5Ubc1Ueo9jDpq0mJeUVgHnW4VsVpC1atUqVFSYn5dnzZo1uHGD3RVIpCu7mL9U3Fn2mXJEcWE+zAHDDUfyHeZOteQWewugR++jvQqtifeFuvvMVYf5LLBcNHHtcLYvVVtTq5SY0pM95OpoUwrqyWlur1lB1gsvvGBR0PTyyy/j6lVprHgh5ovw94QL4492/ojOTveH4UjUKiUmM4IVAY5xp6rR6oz21avn4qhXeYnqGuKDWE4+OkdeTRbBWXlMSUitY1J8W2Z5Wx/HfG1DOYmrJ/Vgt0PKzJr4LggCBg0ahObNzZsnr9M57h0VaTy1SonYEG8czyvVl3UJ9sL/9Wtvv0rJRO8O/tjASOToCDHM0RzjlY/14qmXwuq6hfogI994DqSpnmZ7u1zG3k7n8d7htq2Ik8q7zt6UfdPRfCweHWnj2jQsv4QdI1wq0Tnd9AKzoqaFCxda9KBjx46Fry8/fweRpsz8EoMACwCyCssksXxc6kI4d6SOcKead419gb9X7UWfCxH4tWTPYeKV25tGq8NHey4wjznjl6o9KDh3W98ezscsTlZ4e/riQDazvKTcsdLSWIMoQRZxTp/tZ2+bdDSHgiyx8e78Nh3Nt/tr/91R9orT6DZeNq6JPPA2z91//iqeHuB4SV9N9XQ60gpZKYszsdffnnNX4G27qjQoM78EGfmlzGPOuAiCVhcSs2i0FdiRxZ53Q0NC4uNNFP32sH0nv2fmlyD3Ovv5PVpYnIaPmIH3hXo4uwSZ+fafo3c3Xk8nQJPeraVub0s/5rHsq/zX3x5MZf53xs8DBVnELMfzSpnZmnqG+9i9J0UOTG2fYc/tdY6Y6KUY143yY4lBrVJiVJcg5rGjDrAQ4m6/XihmlvduTzsBWFMvTpBV4GCrTnmZ/4dFBTrl54GCLGIWLWesfHRX+iK1BbVKiXGxauYxe85j4G1QGxfqTcG3iJ7q245Z7mi9yhqtDocYm1oDwAhOoEgaJ9SPvWIv+cxVlLLXHdgFLxN9n47+Nq6JbVCQRczCmzrhCKvb5KI7Z5jInvNavufsV9g1xNu2FZGZAC93i8rthZd0EgAGmUiiSSxnqrc7+4ZjXKhNZXr38XC++ViAFYKsmpoaZGRkoKTE8bqpifXw/kRp4qrt8FYQ2SvQ1Wh1+JXTS0HExZtM7gh50+50/Ra7C4XyY1mfqd5uTq5gmzOV6Z13Eyl1FgdZc+bMwdq1awHUBVj9+vVD9+7dERISgr1791q7fsRBUE+W/fHu9H7KtM+ecLvO8JNf0n6F4iotZ39rOlpCUt7m5o42rOks4sIcO3USL+ge68RBt8VB1v/+9z907doVAPDTTz8hOzsbZ8+exZw5c/DPf/7T6hUkjuFsEXsc3RmX3DoqR1tVxptb0aE17VcoNm8P9ly47zMLHWp7naO57B436gEXB28z+cNXHeNuWI5Bt8VBVnFxMYKC6iYs7tixAxMmTEDHjh0xY8YMZGVlWb2CxP5KK4Hvjl1iHnPGJbeOytFWlfm3Ym9c/VD3NjauifyYmn/jKL1ZGq0OP3Dm3/h60s2ZGHibyefdUiDzkvEuATbnGLGeTVkcZAUGBuL06dOoqanBzp07MXjwYABAeXk5mjVrZvUKEvu7WqFALeMG6am+EU7bxeuo+ndqzSz3Uto+J9XvnN5NFWfFIbEetUqJQZ0DmMeKbzrGUjJesOfM82/sjZ+UVIHjefafr3eMM5fQmXs2LQ6yHn/8cUycOBHR0dFQKBQYMmQIAODw4cPo3Lmz1StI7K+FC/svYFQX9iRLIp5SHXsuTpmu2qb10Gh1+IEzF8yZL5iOZEpP403DAUDL+YzYWlYBu+ckPsyHbs5EolYpMT0hjHFEQBhnU2ZbMbWy0Jl7Ni0OshYtWoQvvvgCTz31FH799Ve4udV1TzZr1gyvvvqq1StI7O96JbuPN5+T6ZuIp50/e0uV/BLbZnU2tVWKM18wHYmSk1H/q0O5DjEv6+JVdk9nRGv2Z5hYR3wEayhZgYqqWpvX5U5yXFkImLl34d3Gjx9vVDZt2rQmV4ZIC60stD1TX6z/16+9zXoIeD1qzn7BdCQR/p5QwHjlr4C6XQBGxdivt0ij1eFobinzWExblW0rIzPZxezgNvf6LRvXxJAcVxYCZvZkrVq1yux/YsjJycGMGTMQEREBpVKJ9u3bY+HChbh92zDTdV5eHh588EF4enrC398fzz33nNE5WVlZ6NevH5RKJdq0aYM333zTaF+4ffv2IS4uDu7u7mjXrh3WrFljVKfNmzcjKioKbm5uiIqKwtatW63fcAcR0Uowmq+oUNCXqT1EcHqyBNg4RxJnSNDZL5iORK1SYvJ97CFDew/ZUhJS+7nOSYr120X75rST48pCwMyerA8++MCsB1MoFHjuueeaVCGWs2fPora2Fp9++ik6dOiAkydPYubMmbh16xaWL18OoC5n16hRo9C6dWscPHgQ165dw7Rp0yAIAlavXg0AKCsrw5AhQzBgwACkpaXh/PnzmD59Ojw9PfHiiy8CALKzszFy5EjMnDkT33zzDX799VfMnj0brVu3xiOPPAIASE1NxaRJk/DWW2/hoYcewtatWzFx4kQcPHgQPXv2tHr77e1MqeEfhwLAew93oS9TO1CrlBgbG4wfMoznQ5XqbLe9Dm9pPn/iLRHD5B4h2HAk36g8xNe+f5s5xexeE2fdn86RtOMMxx66WAKNVme/11+mIx9mBVnZ2dli18Ok4cOHY/jw4fqf27Vrh3PnzuGTTz7RB1lJSUk4ffo08vPzERxclwjx/fffx/Tp0/HOO+/Ay8sL69evR0VFBdatWwc3NzdER0fj/PnzWLFiBebOnQuFQoE1a9YgNDQUK1euBABERkbi6NGjWL58uT7IWrlyJYYMGYL58+cDAObPn499+/Zh5cqV2LBhgw1fGfFptBXYdNHFoONCAaBvR/YqNyK+uDBvZpBlq94LWprvODIvlTLLT1zS2jVX2TXOCsc23hRgiW1wZCBe//4U81hOcbndgqwzhWXMcmfPtWj7dd9WotVq4ev71wS/1NRUREdH6wMsABg2bBgqKytx7NgxDBgwAKmpqejXr59+sn79OfPnz0dOTg4iIiKQmpqKoUOHGjzXsGHDsHbtWlRVVcHV1RWpqal44YUXjM6pD8xYKisrUVn514WnrKzuA1dVVYWqKsdYDcRy4XIZ7h4srP2z3N9Dsh8fk+rfD0d9X2pr2BNYa2tqmlRnc9t9+EIxs1wBoEtwK4d93Vgc/b1uyGVtBadcZ7JNYrf7Ugm7J8vbo5ndXmupv9fm8vdojn/0i8An+4w7R1xdBLu0X6OtwLeMHlcACPJqYfU6if1eW/K4jfqWvHTpEn788Ufk5eUZzXlasWJFYx7SIhcuXMDq1avx/vvv68uKiooQGGg41u/j44MWLVqgqKhIf054eLjBOfW/U1RUhIiICObjBAYGorq6GsXFxVCr1dxz6p+HZcmSJVi8eLFReVJSEjw87Lu01pS63dubwbCvV8CFjN9w7Yx96mQrycnJ9q4CU06xAnXviaHsc6ew49rJJj9+Q+3+VcN+/ji/WqT/moL0JtfA9hz1vW7I7esA6++zUnMeO3acb/D3xWh3aSWQfObuOtW5nnseO3acs/pzWkKq77UldJxrxIqtqZjU3varDH/XsusDAHsPHEKBSpxueLHe6/Jy81dzWxxk7d69G2PGjEFERATOnTuH6Oho5OTkQBAEdO/e3aLHWrRoETPwuFNaWhri4+P1PxcWFmL48OGYMGECnnzySYNzWRvoCoJgUH73OfWT3q1xDm8DX6BuSHHu3Ln6n8vKyhASEoKhQ4fCy8uL+3v29um+PwBcMChTKBQYMHAg1Cp3+1RKZFVVVUhOTsaQIUPg6up4iTXdz17But8zjMpr/MIxcmRkox/X3Hbn7r0A5FwwKu/b7R6M7Ne+0c9vD47+XjfE9+J1fH7u6F2lCgit22PksE7c3xOz3duzioDjJ5jHnhg7wG7XDam/15YQsoqA343fg0NXXPDe3/vb/D3IvKTFh6cPG5W7KICJI63/mRD7va4fiTKHxUHW/Pnz8eKLL+LNN99Eq1atsHnzZgQEBOCxxx4zmDdljmeeeQaTJ082ec6dPU+FhYUYMGAAEhIS8NlnnxmcFxQUhMOHDd/EkpISVFVV6XudgoKCjHqbrly5AgANntO8eXP4+fmZPOfu3q07ubm5GQxT1nN1dXXYP3iNVof3d13E3XekggAUaG8j1L+VfSpmI4763uSVsoeIvjmcj9kD7mnynIuG2p1RwL7A1NQqHPL1MoejvtcN6RDkxUzjsPZgLmb0aTilhxjtvsT5fA67N9AhrhlSfa8t0bO9P/fYiYIbNn8fbnM6z558oJ2odRHrvbbkMS1ORnrmzBl9TqzmzZtDp9OhZcuWePPNN7F06VKLHsvf3x+dO3c2+c/dvS7CLSgoQP/+/dG9e3ckJibCxcWw6gkJCTh58iQ0mr8m5CYlJcHNzQ1xcXH6c/bv328wxJmUlITg4GB9MJeQkGDUxZiUlIT4+Hj9C8s7p1evXha139FlF99irtR3UQDh/o47xOns7uPsWycIdRNbxaTR6rDn7FXmsYGR7G1eiHjUKiUeZWR+r8+VZQ/XbrFXudKkd9tRq5SYwknvYY/8hrrb7B0perZz/tXIFgdZnp6e+gncwcHBuHDhr2GD4mL2hNimKiwsRP/+/RESEoLly5fj6tWrKCoqMuhNGjp0KKKiojB16lSkp6dj9+7dmDdvHmbOnKkfjpsyZQrc3Nwwffp0nDx5Elu3bsW7776rX1kIALNmzUJubi7mzp2LM2fO4Msvv8TatWsxb948/XM9//zzSEpKwtKlS3H27FksXboUu3btwpw5c0Rpv71E+HvChfEH+cqIzrQM2466hvhw9zD0aGHxn7RFeIF333v87bqaTc46B7F7Aq5zgh2xFXB2H6CVp7b17KB7mOX2yG+49XgBs1zsm0JHYPEV+f7778evv/4KABg1ahRefPFFvPPOO3jiiSdw//33W72CQF0v0R9//IGUlBS0bdsWarVa/69es2bNsH37dri7u6N3796YOHEixo0bp0/xAAAqlQrJycm4dOkS4uPjMXv2bMydO9dgrlRERAR27NiBvXv3IjY2Fm+99RZWrVqlT98AAL169cLGjRuRmJiImJgYrFu3Dps2bXK6HFlqlRLjuqpx52DEiOgg/F9fac27cUZP9W3HLC/n9ctbCe+OdFov1n5pxBZ8PY2nIdSV2z6o0Wh1SDp9hXmMl0iXODeNVodtWexFYXIYEbF4TtaKFStw82Zd2v5Fixbh5s2b2LRpEzp06GB20lJLTZ8+HdOnT2/wvNDQUGzbts3kOV26dMH+/ftNntOvXz8cP37c5Dnjx49nbi/kTDRaHb7P1ODOOVlJpy7bN6EdAQB4tmCv1BG7Jysjv5RZnpmvxaDIIFGfm7CF+LD/Fk8XlmFUTDDzmFh2nb7MLKftlmyPt7/osZwSjO5qu+t3NicxLQB4tHDuuXFAI4Ksdu3+uoP28PDAxx9/bNUKEceRXXwLtXeNDdUIgl0T2pE6t27XMMvF7sk6X3SDWe7mKm5wR/h4n4WP9l7A3xLCbPq3euUGe9L7wM4BdM2wMd5q9//8loPRXW0XfPNuCOUyt5eujITLXr0lpGG8+XInCkpFe06NVodfOENB4X40FGQvpobheD1LYgn1ZX9pDo+m/QptjbfF1eHsEmTm225RRN519ryryT1CZRF4W/xt6eLigmbNmnH/Eedhr94S0jC1SolXhnc2Kl/28zlotDpRnpO36S8NBdmXWqXEoM7shRDFnO1txPLzSfbcm/zr4nwmCZ9apcSoLuwh/KM23Ey+tJydHT0q2P7pPGzB4uHCrVu3GvxcVVWF9PR0fPXVVw0mFiXSUt9bcueQYTOFQhZdvFLQpa3KqEzM4dyca+y5FUPvpU1/7W1Kz1DsZqTWiGF8RsSi0eqQwknvEeDFnpxPxPVU33Z1yWHvEh9uw5simW4MXc/iIGvs2LFGZePHj8e9996LTZs2YcaMGVapGLE/tUqJl4beg6W/nAegQDOFAu8+HE1fqA6Ct9Kv/LY4+3VVVrF7NjsFyuOO1JGVc3qddTbsdeb1dALAoEgaLrSHAC/jTOoKTrlYjnEm4MuF1SbX9OzZE7t27bLWwxEHsCktD/9K+h2AAgoAL4/ohEk9Qu1dLfIn3kq/E/laUZ6PN98mxJeCbnsr1bED61Kd7XJllZSzn2tcrJpuzOyEtbJPgO3yU2m0OnyfoWEe81bKI2+aVYIsnU6H1atXo23bttZ4OOIANFodXt2cpR8qFAC89/NZ0eb7EMsFtGLfjbYWaWiG90VepmP3qBHb8fFgf2GdLjR/jzWxxHN2KCDis/fiJV76BgWAOFsOWdqRxcOFPj4+BktDBUHAjRs34OHhgW+++caqlSP2cyy3xCiztyDUbdUxKobuSh0Bb75NlzbizMPhbedj0/kdhCkuzIe5h+G3R/Lx7KCm72dJpIm3eGn7iSKb7NDAC/JmD2h4X01nYXGQ9cEHHxgEWS4uLmjdujV69uwJHx+62DqL67fYq5LstVUHMca9gGZpRLmAdg3xwSPd22DzHVtkPNK9DW2n4wDq9jAMxbeH84yO2erGiJf8UmDtw0RsIsLfkxl8f37gIh5/IFz0QCe/hD3yEaX2EvV5HYnFQZY5mdeJ9J0tusksp/3HHAdr9ScAfL4/G4/3jhDlAvr+xFj8PSEMR3NKEB/uQwGWA1Gr2MPEpjJuW4tGq8MPnLk3dM2wH7VKiUnxbbDxqOHegQJsk/mdN0+PV+6MzAqyTpw4YfYDxsTENLoyxDFotDpsYNwRA5QPyZGoVUpM6hGCDUfyDcrFvoB2DaHgyhFV1bC7jKpqxF9haGplIV0z7Iu3gbgtFkV4K9nb5shl0jtgZpAVGxsLhUIB4c9+X166fgCoqWEPYRDpYM3HAoApPUNkM44uFbxudzEuoBqtDtnFtxDh70mfAwfUlTNHzxa5sng51IZHUQ41e+MtirBFoHOOsw2XnFYkmxVkZWdn6/8/PT0d8+bNw0svvYSEhAQAQGpqKt5//30sW7ZMnFoSmxI4kyh6tfO3cU1IQ7w9bHOnuCktD69uzoKAupVB7z3ShdJ5OBhlC/bl3Bab8BbfYM/hDOZsXk1sp42PEtD/5f7ljKZM1D0MNVodPtp7gXlMTruGmBVkhYWF6f9/woQJWLVqFUaOHKkvi4mJQUhICF5//XWMGzfO6pUkthUf7ms0WVJOS26lhLc83prvVX06j/rPgwDg1c1Z6NuxNfVSOBB7LtfXlLI3hvZrKZ9hIUelu10DVtr1j0XeQDy7+BZz0YML5LExdD2L//qysrIQERFhVB4REYHTp09bpVLEvtQqJR7u3uaOEgEPUUJBh3X35dPEaH6jHM25bpzOA3XzvojjMLVcX0x1G4ezN6IO86WNw+0tzM8DxusLxf8b5u1IMVXEwM4RWRxkRUZG4u2330ZFxV93LpWVlXj77bcRGRlp1coR+9BoddiafudqFAW+z9RQIlIHlF18i5nPzJoZnXlzMK0dzJGmqV+uf7fPD1wU9W+XEk46NrXKHXF+7OE5MSe/X+R8Lng7Rzgri1M4rFmzBg8++CBCQkLQtWtXAEBmZiYUCgW2bdtm9QoS28suvmWUFqD2zy9uOd2BSIEthoiUruzHcueUE/uoy5UVgm8PG682FTNXFi8X06sjOtP1wkG0awUcu2bj5/Rn92LKaagQaESQdd999yE7OxvffPMNzp49C0EQMGnSJEyZMgWentQ17AzsvRUDMZ8tMjrz7khttf8ZMV9COz+jIAsQPyEo6+HHxIo3qZpYxh75YO25EMORWBxkAYCHhweeeuopa9eFOAjeF7ecVoRIBa8X4YuD1svoTHek0mGLhRB34+XIoi24HEdLTlwjZhoHulmvY1aQ9eOPP2LEiBFwdXXFjz/+aPLcMWPGWKVixH5YmcRdFPSl6ojUKiVm9onAZweyDcqtOby7+8wVZrmOgm6HxAq6xbTrNHtivZyyeju6iFYC83NRUCreXL1tJ9g7AMjtZt2sIGvcuHEoKipCQECAyRQNCoWCkpE6AbVKiVdGdMbSn8+iVgAUEPD22HtpfoWD6tnO1yjIAoDy21VNfmyNVodvjxgPPwE08d0RsRZCAEDiwRwsGGX9hUkarQ7fc7bToT0LHYe3G/DSsHuw7JffDcrf23kWY2KDrX5t12h1WHvQ+Jokt/QNgJmrC2traxEQEKD/f94/CrCcw6a0vDsCLODB0FpMiGtr72oRDjHnTPGGghSg7VIcka1XGJraF5H2LHQswYxAShDqhnWtjbV4CgCe7CvOnqqOzCqDo6WlpdZ4GOIANFod5m/J0v+BCAB+ynOBRstONkjsT8w5U7zs/4/eFyq7i6UUqFVKPHpfiFG5WDmReLmQKAh3PFrO8O31W9Yf1uXNxxrVRW3153J0FgdZS5cuxaZNm/Q/T5gwAb6+vmjTpg0yMzOtWjlie6w7EAEK5F2nlWSOSsxVPB6ci+WgyNZNfmwijl4d2NtfiTG8y+tFHdWFkhc7GhVnD0Mxehx53xf51+WXa9HiIOvTTz9FSEjdnVJycjJ27dqFnTt3YsSIEXjppZesXkFiW+w7EAHuruwvW2J/vCGiEwWlTX5sSt8gPSGc/QLbirCPIK8X9aHulL7B0dgy311pOXs+qJjJTx2Vxa+uRqPRB1nbtm3DxIkTMXToULz88stIS0uzegWJbbHTNyhQUUXz7RwZa1Bv6c9nmzwPh9I3SE9+Cfs9v8QpbwreytOKKnmtIJOCEwVadnk+u7xJaFGMnsVBlo+PD/Lz61Yb7dy5E4MHDwZQN3eDJr5LH7tXRJDdVghSwpt8XJ/GoSnKOTnTKH2D4+LNo7P2aj9TK09pZaHjad3SjV3uxS5vCm8le6qCmHm5HJXFQdbDDz+MKVOmYMiQIbh27RpGjBgBAMjIyECHDh2sXkFif3RT4th4w4VA03ucUi9eZ5ZT+gbHxbshCvG17nAh7VkoLQM7BxiVKQAMigy0+nOdK7rBLLf2Z1AKLA6yPvjgAzzzzDOIiopCcnIyWrZsCaBuGHH27NlWryCxrcSD2cYbDtPEd4emVikxe0B75rErZY1fFarR6rDxSB7zGK0cc1y84cJNaexep8birSB7ekB7mvTugNQqdyx9pAtc/rxBUiiAV0daf39JjVaHj/ZcYB6TWyJSoBHb6ri6umLevHlG5XPmzLFGfYgdabQ6fM5Iaqmg4UKH5+3B7p4/mlPS6D0MeblunpJhrhsp4Q0XbjiSj2cH3WO19463/VbvDrTy1FFN6hGK0vIqLPn5LAQBeG/HWXgrXTGpR6jVnuNYbglzjqgC8pzL2ahlBf/5z3/wwAMPIDg4GLm5uQCAlStX4ocffrBq5Yht8bJFD1ALUKvcbV4fYj4xJqizhiEVAB7vHdHoxyTi4+1fKMC6q0J5ObKssdMAEYdGq8N7P5/V/ywAeHVzllUT1XJz6/UMkeXNmcVB1ieffIK5c+dixIgRKC0t1U929/b2xsqVK61dP2JDvLk9/dTy6+KVGrFyZRkPHRNHp1Yp8TRn+Niam/NSeg/pOZpznfk3bc1EtbxRj0nxxkly5cDiv7jVq1fj888/xz//+U80a/bXmHx8fDyysrKsWjlifzTBWRrE2PH+aA570rsYmcOJdfXmJCS15pyYAk5iSTkOCUmFgnNBt+Z13pYpRKTA4itwdnY2unXrZlTu5uaGW7f4+1gRx8caLhQE4GoFRVqOjjc/pilfqra4IBNxiBF030mj1eGr1FzOczR9pwEiDlskJLVVChGpsPiVjYiIQEZGhlH5zz//jKioKGvUidgJbw5Oa3eZ/nVIiBhfqrbMHE6sS4yg+068+ZsuCurJcmS8Id6txwut9hy2SiEiFRavLnzppZfw9NNPo6KiAoIg4MiRI9iwYQOWLFmCL774Qow6EnuiXgtJEONL1dT+Y41dsUhso/6G6c5AyJqru3hB/ez+lL7Bkd3HWRSx46QGGq3OKu8dL1XIpRJ5XjcsDrIef/xxVFdX4+WXX0Z5eTmmTJmCNm3a4N///jcmT54sRh2JjdBwoXRF+HvCRQGDlAvNFIomfammXrzGLKfhQmmyZn80pW+Qpq4hPuhzjz8O/F5sUF6/O0RTgyzaBcBYo8YSZs6cidzcXFy5cgVFRUXIz8/HjBkzUFBQYO36ERuq/6K+k4uChgulQK1SYsnDXdDszwjIBcDLwzs1+qKp0eqw4bDxxVIBSkQqBbzhvMSDOVZ5fNa1oqlBPbGNeUM7MsutMV+PdgEw1qRX1d/fHwEBASgqKsKzzz5L2+pI3P7zVw3uNhQK4O2xUfC2/tZWRASTeoTi5RGdoFAAtQCW7jyLTWnsjO0N4X1Jz+zTjoaDJICXjuWLgxetkhPp7qC+mUKBdx+Ops+GBJiaBtBUtAuAMbODrNLSUjz22GNo3bo1goODsWrVKtTW1uKNN95Au3bt8Ntvv+HLL78Us65ERBqtDvO3ZBnO4RCABzhLwYnj0Wh1WPpnJmegbghgwZaTjfpS5X1JP/5AeJPqSGxDrVJiZh/jpLHW2DS83qQeoTj46gBsmHk/Dr46wKpZw4l4xFw1TMPIxswOshYsWID9+/dj2rRp8PX1xQsvvIDRo0fj4MGD+Pnnn5GWloZHH31UzLoSEbG2UKkF/66HOB7We1gjCFb7UqWpWNLy+AMRog7pabQ6ZBffQri/h2x7KaRIzFXDYqcOkSKzW759+3YkJiZi+fLl+PHHHyEIAjp27IiUlBT069dPzDoSG2Cmb1Dwl+MSx2PNeTLMRRCgbN5SolYp8VC3NgZl47oFW2kFWR56v5eCKZ8fRu/3Uho9LE1sT8zhQrFTh0iR2UFWYWGhPg9Wu3bt4O7ujieffFK0ihEHQPPdJcWaX6oRjL0Q5brBq1RptDpsOW64GGnL8YImz8nSaHV4dXOWvte0VgBe3WLd/e+IeEp17L0lS3W3m/zYvJt1OV83zA6yamtr4er6VybfZs2awdOTvSktkR5ezwUNF0qHRqvD1nTDL9WtjfxSvVJWYVQmcMqJYxJrn7pjuSXMVC/Hc2m7JSnw8WjBLD+juWGVx2d9NuTM7DxZgiBg+vTpcHOrW2pWUVGBWbNmGQVaW7ZssW4NiU3wxtLdXdnlxPHw5tUlHszBglGRFj3WZ/svMsuP5pTIMqGgFIk1wfn6rUpOedN7Qoj44jgpWDYcycMzAzs0aTj5GCfQPp5bglEx8py3Z3ZP1rRp0xAQEACVSgWVSoW//e1vCA4O1v9c/49IE28svaKKXU4cj7WW7Wu0Fdhxsoh5LF6muW6kSKwJzr6e7Jwuvp7sHhLiWNQqJZ4SaeXpoT+KmeVy7s0yuycrMTFRzHoQO6OeLOmrX7b/2YFsg3JLsznnXitnXhT73uNPvVgSkl/CDqwvlegQFdSy0Y9Le1pK3+MPRODzA9mGKXuaOHdKo9VhI2dLHbkmIgWamIyUOA/qyXIOo2LUzHJLllArOQH3i5xM0cQxCZzug1//YG+XZC5aQeYcrD13ijVdAQCe6hsh6xQfFGQRAJTCwVlY4wtQR1+iTiGesxnwxrQ8aLSNX8BAuZCk72jOdWZ5UxZF8LZle7y38dCknNBfBeGT8Ti6VFnjCzDMzziwpvQN0mNq7k1TVg1vO6FhllMQLh1iLIpgbbW05OEusu7FAiyYk0WcG6VwcA7W6Mm6csN49Vh9+ga5XzCl5vEHjOfoKVDXQ92YQUONVocv7no8oO5unYJw6RBrXt2kHqHo27E1corLaSeAP1FPFgHAzxZOw4XSwhz2hWVfgLxl2EebmF+J2B433xkjkDYHK/cWAEzuGUJfqBIi5rw6tUqJhPZ+9Hn4EwVZBAC7q/fdh6OhVrnbuWakySwcAuDl0aH0DdJzhDP35nhe4wLm0nJ2tvAotVejHo/Yh5jz6jRaHQ5dKKYdAP5Ew4VEr2/H1lg5uStcFAp0D/OBWqVEVRX7okocE3PY18IUDl3bqvBI9zbYfMeWLI90b0PpGySoHWN7JAAI8/VARanlj+ft4couV1KOLCnh9WRtz9I06e98U1oe5m+p23LJRQEsebgLJvUIbfTjOQMKsggA+uNwFvXDvncupW7MJtHvT4zF3xPCcDSnBPHhPhRgSZSyBfsS7+nWHI1ZX8ibPhDiS0NDUsK6TgDAZ/uz8XjvxqVc0Gh1+u8QoO6xF2w5ib4dW8t66JCGCwn3j4O6e6WHP+xr+UWua4gPZvRpRwGWhFl7rqWpBKdEOtQqJSbfx76JbuwelKw8WTWC0OQs8lJHPVnE5B+HfyjNtZAaWuFD6tUH3Qu2nESNIBjMtUxvxOP9StumOI3OnKz/jd2DMuuS1qisMb3ozoaCLELJBZ2QWqWk4IoAYAfdjZlrqdHqsPGI8bYpCsh72xSpsuYelBqtDu/9fNao/OURnWR/HaIgi9A2GYQ4OWsE3bz0DY9S+gZJsmauLN5now19LmhOljOydAmtNXIrEcdDS6mJNfGyhPdu72/jmhBrsOb8ulIdu2e0VNe4oUdnQj1ZTmZTWh5e3ZwFAXWB0nuPNHKVYBO2VyD2R6tFibWJlSWc2AdvA/HGzK/z8WAPMfLK5YR6spyIRqvTB1hAXWbnVzdnNdiTYSq3EpEeWi1KxEDTCpxLfLgv8166oBHXCVYCYwWA7pzExnJCQZYTYY2LC2h4Z3Wa+O5caCk1EQNdJ5yLWqXEqyM6G5Uv+/lco27IaPCDjf46nAhvy4uGxsXpDtW50JchEQPlyHI+XdqqjMoac0PGHA0BjYYAFGQ5lcZueUH5TZwLBc1EDNacw0Mcg7VuyHS3q5nl5bdpWzYKspxIfLgvs9xUDhuNVoelOym/iTPhZfmmoJk0RWOuL8Sx5V1n9zTlX7esd3LLHfuc3ol6sijIcipXyti7kfHKAfb8HQCIaeNtpVoRW7Pm1jqEmMLJ6kAkgpeWw5L3VaPVYUdWEfNYPAXglMLBmRzJuc4sP5pTwt1/zlobChPHQlvrEGv78mC2UVn9KmT6fEmTNdJysOZjAUDfe/xp31NQT5ZTuY/TnW/qbkKtUuKhbm0MysZ1C6aLphNQq5RIaO9H7yVpMo1Wh7WMIMsFlLRYyqyxmIE1PUEBYOn4mCbUzHlQkOVEArzcLSoH6i6eW9MNx9O/Ty+knEqEED3etIIn+0ZQEC9h1ljMwLpRf7h7G/pc/ImCLCdylDNcuHr3H9zfoZxKhJCG8FahjeqitnFNiDVZYzGDRqszmvi+5XgB3aj/STJB1pgxYxAaGgp3d3eo1WpMnToVhYWFBufk5eXhwQcfhKenJ/z9/fHcc8/h9m3DHFFZWVno168flEol2rRpgzfffNMomt+3bx/i4uLg7u6Odu3aYc2aNUb12bx5M6KiouDm5oaoqChs3brV+o22EC9P1oYjedwPPO1bSAhpCKUFcV6s678lGpsEWy4kE2QNGDAA3333Hc6dO4fNmzfjwoULGD9+vP54TU0NRo0ahVu3buHgwYPYuHEjNm/ejBdffFF/TllZGYYMGYLg4GCkpaVh9erVWL58OVasWKE/Jzs7GyNHjkSfPn2Qnp6OBQsW4LnnnsPmzZv156SmpmLSpEmYOnUqMjMzMXXqVEycOBGHDx+2zYvBwcuTZXFSOFoxRAi5AyW4dU68JKKJvxrPv+OxxgpFZyaZ1YUvvPCC/v/DwsLw6quvYty4caiqqoKrqyuSkpJw+vRp5OfnIzg4GADw/vvvY/r06XjnnXfg5eWF9evXo6KiAuvWrYObmxuio6Nx/vx5rFixAnPnzoVCocCaNWsQGhqKlStXAgAiIyNx9OhRLF++HI888ggAYOXKlRgyZAjmz58PAJg/fz727duHlStXYsOGDbZ9Ye7A6/oF+BdDU/sW0pg6IQSgnixnxVpdDgBf7M/G473Nm29HG4ebJpkg607Xr1/H+vXr0atXL7i61vXepKamIjo6Wh9gAcCwYcNQWVmJY8eOYcCAAUhNTUW/fv3g5uZmcM78+fORk5ODiIgIpKamYujQoQbPN2zYMKxdu1Yf0KWmphoEffXn1AdmLJWVlaisrNT/XFZWBgCoqqpCVZV1suL6ezTH5Pg22HjUODFcTvFNRAW1NCpvq3KDAjAItBQKoI2qhUHdrFVHKZBjmwF5tluObQYsbzevw8rVRZDMa0fvtXG7/T2a4/FeYVj7a65BeS2AC5fL4O/RcIhQVs7etu2G7rbdXmux32tLHldSQdYrr7yCDz/8EOXl5bj//vuxbds2/bGioiIEBgYanO/j44MWLVqgqKhIf054eLjBOfW/U1RUhIiICObjBAYGorq6GsXFxVCr1dxz6p+HZcmSJVi8eLFReVJSEjw8rDf/qaZYAcC4a//g4XQgz3jJSGklIKAZ7hwjFAQBe1JS4P1XLIrk5GSr1VEq5NhmQJ7tlmObAfPbnc65rmxLOYQCf2ntq0PvtaHQSgB3fQcoIOBCxm+4dqbhx829Yfz7gIDjR8z7fTGJ9V6Xl5s//cauQdaiRYuYgced0tLSEB8fDwB46aWXMGPGDOTm5mLx4sX4+9//jm3btunHhFljw4IgGJTffU79pHdrnMMbmwbqhhTnzp2r/7msrAwhISEYOnQovLy8uL9nqZLDefhvjvE2Ofd2icbI+0KMyn+7eB04fvSuUgXax96PnhG+qKqqQnJyMoYMGaLvNXR2cmwzIM92y7HNQCPanVWEdb+fMCru1r0bRkYHiVBD66P3mt1ujbYCC4/vNygToMCAgQOhVvHT/9R7b+c5ALl3lSrQ/b667xB7EPu9rh+JModdg6xnnnkGkydPNnnOnT1P/v7+8Pf3R8eOHREZGYmQkBD89ttvSEhIQFBQkNHE85KSElRVVel7nYKCgox6m65cuQIADZ7TvHlz+Pn5mTzn7t6tO7m5uRkMU9ZzdXW16ofApRm7X7+ZiwvzeToEeTEzvrcP9DI439r1lAI5thmQZ7vl2GbA/HYX3TQeElIAuK+dv+ReN3qvDWUWXGGef6LgBkL9W5l8TI1Wh8RDdwdYdSvq7v4OsQex3mtLHtOuS0P8/f3RuXNnk//c3dmRdH3vUv08p4SEBJw8eRIajUZ/TlJSEtzc3BAXF6c/Z//+/QZpHZKSkhAcHKwP5hISEoy6GJOSkhAfH69/YXnn9OrVqwmvhnVYutKD9rkjhJii0eqw9Gfj3vFXR3Sm64QTaMrqQEpS2zBJzMk6cuQIjhw5ggceeAA+Pj64ePEi3njjDbRv3x4JCQkAgKFDhyIqKgpTp07Fv/71L1y/fh3z5s3DzJkz9cNxU6ZMweLFizF9+nQsWLAAv//+O95991288cYb+g/arFmz8OGHH2Lu3LmYOXMmUlNTsXbtWoNVg88//zz69u2LpUuXYuzYsfjhhx+wa9cuHDx40PYvzl3KOLmytDr+RL2+HVtj5eSucFEo0D3Mh/44CCF63E3k23rbvC7E+pqyOpCS1DZMEklOlEoltmzZgkGDBqFTp0544oknEB0djX379umH4Jo1a4bt27fD3d0dvXv3xsSJEzFu3DgsX75c/zgqlQrJycm4dOkS4uPjMXv2bMydO9dgrlRERAR27NiBvXv3IjY2Fm+99RZWrVqlT98AAL169cLGjRuRmJiImJgYrFu3Dps2bULPnj1t96JwVFSzl1rfrmIvtd6Ulofe76Xg2Q0ZeHZDOvafvypm9QghEkM5spxbU9JzUGqPhkmiJ6tLly5ISUlp8LzQ0FCDFYe8x9q/f7/Jc/r164fjx4+bPGf8+PEGyVAdRagve6ViW1/juxKNVof5W7L0d6m1ArBgy0n07diaerMIIQDoi9TZNSWIpgC8YfRKOJm86+ylpfnXjbfVoX0LCSENqU9YeadmCgVtveUkqCdLXBRkORk3V/adhZur8VvN3LdQQfsWEkL+QotjnFtTgmj6DmmYJIYLiflU7uylpSqlmUtOpZVXkBBiA5N6hKJvx9bIKS5HuL8HBVhORK1S4qFubbD5+F87hYzrFtz495i+QwxQT5aTETifcIFRzNsclIYLCSF3U6uUSGjvRwGWk9FoddiabrgV2/fphdBojaeY3I2+QxpGQZaTsSTnCbOrF9TVSwghctGUubk08b1h9Eo4G05X7dGcEvN+34wEdIQQQpwDa06WC8y72aaJ7w2jIMvJeHuw5159n2Hc/cvs6hWoq5cQQuSifmGD4fbOMCtnIvVkNYxeCScTH87fkPPYXb1ZtDSbEEJI346tDaaUCKjLmdjQvCzqyWoYBVlORq1SYmzXYOaxUt1to3NpaTYhhMhbY+dlZRVojcroRt0QpXBwQnHh3vghs9ConLXCkJZmE0KIvNWPatwZaDUULPE2Dn95eCf6HrkD9WQ5IV9PN055C2Y5Lc0mhBD5qh/VqJ8+4qJAg6MatHG4eSjIckJN2VWdEEKIPNWPdrBGPe5Gk97NQ6+GE6LJiIQQQsyl0eowf0uWfrW5ORPf6XvGPBRkOSFaNUgIIcRcjZn4Tj1Z5qFXwwnRqkFCCCHmakzARD1Z5qHVhU6KVg0SQggxR2MCpvpt2e7sAKNt2YxRkOXE1ColBVeEEEJMstrQH23LZoSGCwkhhBAZa0xPFm3LZh4KsgghhBAZa0xPVv1w4Z0UChouvBsFWYQQQoiMWW0Suxn5teSGgixCCCFExhqT9oc5XAgaLrwbBVmEEEKIjDUm7Q/lYzQPrS6UOY1Wh+ziW4jw96SViIQQIlP1aX+O5ZQACiAuzMfk+fWB2YItJ1EjCJSPkYOCLBnblJaH+VuyUCvUbQi65OEumNQj1N7VIoQQYgf7z1+16Duhb8fWWDm5K1wUCnQP86EAi4GGC2Wqfq+q+q0UaoWG96oihBDinCz9TtiUlofe76Xg2Q0ZeHZDOvafv2rD2koHBVky1Zi9qgghhDgnS74T6CbdfBRkyRRNWiSEEFKPmfcK7LxXdJNuPgqyZIo2kSaEEGISZ5scSkRqPpr4LmO0iTQhhBDA9DY5Zn03UCJSJgqyZI42kSaEEFI/heTOYUDeFBJTiUjp+8QQDRcSQgghMqdWKfFQtzYGZeO6BTODJkvmb8kdBVmEEEKIzGm0Omw5XmBQtuV4gfkrBjnzt+SOgixCCCFE5o7mXGcOAR7LKTE619T8LWKIgixCCCFE5hQKdlcUq5hSAJmPgixCCCFE5uLCfJhpGboz9jCkFEDmo9WFhBBCiMypVUq890gXo70LeYETpQAyDwVZhBBCCNEHTsdySgBFXe+WKZQCqGEUZBFCCCEEALD//FWj3qxJPULtXS3JojlZhBBCCKGNn0VAQRYhhBBCaONnEVCQRQghhBBKzSACCrIIIYQQYtHWOsQ8FGQRQgghBBqtDlvTDbfW+T69kOZkNQEFWYQQQgihOVkioCCLEEIIITQnSwQUZBFCCCHEojlZGq0Ohy4U01BiAygZKSGEEEK4c7LmDetkEGhtSsujhKVmop4sQgghhJg1J4sSllqGgixCCCGEmDUniybHW4aCLEIIIYRArVJiycNd9IGWiwJ49+Fog6FCmhxvGQqyCCGEEKInCIb/vVN9INZMURdpNVMojAIx8hea+E4IIYQQ/Xyr+thKQN18q74dWxsEUZN6hKJvx9bIKS5HuL8HBVgmUE8WIYQQQiyebyWA0dVFDFBPFiGEEEL0863uDLRY860ohYP5qCeLEEIIIWYlI6UUDpahIIsQQgghzGSkW48XGARQlMLBMhRkEUIIIYQZQNUCSDyYo/+ZUjhYhoIsQgghhCDC3xMKRvkXBy/qe7MohYNlaOI7IYQQQqBWKTGzTwQ+O5BtUF4rADnF5fpAalKPUHQOaoW0nBL0CPdB1xAfe1RXEijIIoQQQggA4PEHIvD5gWyD5AwKBQyGA2l1oflouJAQQgghfHdEXLS60DIUZBFCCCEEQN3k97tTjAqAfvUgrS60DAVZhBBCCAHQ8OpBWl1oGQqyCCGEEAKg4dWDtLrQMjTxnRBCCCF6Da0epA2izUdBFiGEEEL0zFk9qFYpKbgyAw0XEkIIIQQArR60NgqyCCGEEAKAVg9aGwVZhBBCCAFAqwetjYIsQgghhACom2v1ULc2BmXjugXT/KtGoiCLEEIIIQDq5mRtTS8wKPs+vZDmZDWS5IKsyspKxMbGQqFQICMjw+BYXl4eHnzwQXh6esLf3x/PPfccbt++bXBOVlYW+vXrB6VSiTZt2uDNN9+EIBgOQO/btw9xcXFwd3dHu3btsGbNGqN6bN68GVFRUXBzc0NUVBS2bt1q9bYSQgghtkRzsqxLckHWyy+/jODgYKPympoajBo1Crdu3cLBgwexceNGbN68GS+++KL+nLKyMgwZMgTBwcFIS0vD6tWrsXz5cqxYsUJ/TnZ2NkaOHIk+ffogPT0dCxYswHPPPYfNmzfrz0lNTcWkSZMwdepUZGZmYurUqZg4cSIOHz4sbuMJIYQQEdGcLOuSVJ6sn3/+GUlJSdi8eTN+/vlng2NJSUk4ffo08vPz9UHY+++/j+nTp+Odd96Bl5cX1q9fj4qKCqxbtw5ubm6Ijo7G+fPnsWLFCsydOxcKhQJr1qxBaGgoVq5cCQCIjIzE0aNHsXz5cjzyyCMAgJUrV2LIkCGYP38+AGD+/PnYt28fVq5ciQ0bNtjuBSGEEEKsqH5O1ubjfw0Z0pysxpNMkHX58mXMnDkT33//PTw8jCPq1NRUREdHG/RyDRs2DJWVlTh27BgGDBiA1NRU9OvXD25ubgbnzJ8/Hzk5OYiIiEBqaiqGDh1q8NjDhg3D2rVrUVVVBVdXV6SmpuKFF14wOqc+MGOprKxEZWWl/ueysjIAQFVVFaqqqix6LWypvm6OXEdrk2ObAXm2W45tBuTZbjm2GbC83RpthdGcrK3pBXh+YHuoVe5Wr58YxH6vLXlcSQRZgiBg+vTpmDVrFuLj45GTk2N0TlFREQIDAw3KfHx80KJFCxQVFenPCQ8PNzin/neKiooQERHBfJzAwEBUV1ejuLgYarWae07987AsWbIEixcvNipPSkpiBo2OJjk52d5VsDk5thmQZ7vl2GZAnu2WY5sB89v9u1aBWqGZQVmtAHy3Yw/uUQmc33JMYr3X5eXmz0+za5C1aNEiZuBxp7S0NBw6dAhlZWX64TkehUJhVCYIgkH53efUT3q3xjms5683f/58zJ07V/9zWVkZQkJCMHToUHh5eXF/z96qqqqQnJyMIUOGwNXV1d7VsQk5thmQZ7vl2GZAnu2WY5sBy9ut0Vbg4zP7DSa/uyiAiSMHSKonS8z3un4kyhx2DbKeeeYZTJ482eQ54eHhePvtt/Hbb78ZDPMBQHx8PB577DF89dVXCAoKMpp4XlJSgqqqKn2vU1BQkFFv05UrVwCgwXOaN28OPz8/k+fc3bt1Jzc3N6P6A4Crq6sk/uClUk9rkmObAXm2W45tBuTZbjm2GTC/3aH+rkZzsh7q1gah/q3ErJ4oxHqvLXlMuwZZ/v7+8Pf3b/C8VatW4e2339b/XFhYiGHDhmHTpk3o2bMnACAhIQHvvPMONBoN1Go1gLqhODc3N8TFxenPWbBgAW7fvo0WLVrozwkODtYPIyYkJOCnn34yeP6kpCTEx8frX9iEhAQkJycbzMtKSkpCr169GvlKEEIIIfbHy5M1b1gnmvzeCJJI4RAaGoro6Gj9v44dOwIA2rdvj7Zt2wIAhg4diqioKEydOhXp6enYvXs35s2bh5kzZ+qH46ZMmQI3NzdMnz4dJ0+exNatW/Huu+/qVxYCwKxZs5Cbm4u5c+fizJkz+PLLL7F27VrMmzdPX5/nn38eSUlJWLp0Kc6ePYulS5di165dmDNnjm1fGEIIIcSKKE+WdUkiyDJHs2bNsH37dri7u6N3796YOHEixo0bh+XLl+vPUalUSE5OxqVLlxAfH4/Zs2dj7ty5BnOlIiIisGPHDuzduxexsbF46623sGrVKn36BgDo1asXNm7ciMTERMTExGDdunUGvWqEEEKIFFGeLOuSxOrCu4WHhxtlaQfqery2bdtm8ne7dOmC/fv3mzynX79+OH78uMlzxo8fj/HjxzdcWUIIIUQi1ColljzcBQu2nESNIMAFwMvDaaiwsZymJ4sQQgghTTepRyheHtEJCgVQC2DpzrPYlJZn72pJEgVZhBBCCNHTaHVY+vNZ1A8Y1QrAgi0naZPoRqAgixBCCCF6NPndeijIIoQQQogeTX63HgqyCCGEEKJXP/m92Z+pjZopFHj34Wia/N4IklxdSAghhBDxTOoRir4dWyOnuBzh/h4UYDUSBVmEEEIIMaJWKSm4aiIaLiSEEEIIEQEFWYQQQgghIqAgixBCCCFEBBRkEUIIIYSIgIIsQgghhBARUJBFCCGEECICCrIIIYQQQkRAQRYhhBBCiAgoyCKEEEIIEQEFWYQQQgghIqAgixBCCCFEBLR3oZ0IggAAKCsrs3NNTKuqqkJ5eTnKysrg6upq7+rYhBzbDMiz3XJsMyDPdsuxzYA82y12m+u/t+u/x02hIMtObty4AQAICQmxc00IIYQQYqkbN25ApVKZPEchmBOKEaurra1FYWEhWrVqBYVCYe/qcJWVlSEkJAT5+fnw8vKyd3VsQo5tBuTZbjm2GZBnu+XYZkCe7Ra7zYIg4MaNGwgODoaLi+lZV9STZScuLi5o27atvathNi8vL9n8gdaTY5sBebZbjm0G5NluObYZkGe7xWxzQz1Y9WjiOyGEEEKICCjIIoQQQggRAQVZxCQ3NzcsXLgQbm5u9q6KzcixzYA82y3HNgPybLcc2wzIs92O1Gaa+E4IIYQQIgLqySKEEEIIEQEFWYQQQgghIqAgixBCCCFEBBRkEUIIIYSIgIIsJ7dkyRL06NEDrVq1QkBAAMaNG4dz584ZnCMIAhYtWoTg4GAolUr0798fp06dMjinsrISzz77LPz9/eHp6YkxY8bg0qVL+uN79+6FQqFg/ktLS7NJW+vZqs0AcP78eYwdOxb+/v7w8vJC7969sWfPHtHbyGLLdh8/fhxDhgyBt7c3/Pz88NRTT+HmzZuit/Fu1mrzZ599hv79+8PLywsKhQKlpaVGz1VSUoKpU6dCpVJBpVJh6tSpzPNswZbtfuedd9CrVy94eHjA29tbxFaZZqs25+TkYMaMGYiIiIBSqUT79u2xcOFC3L59W+wmMtnyvR4zZgxCQ0Ph7u4OtVqNqVOnorCwUMzmMdmyzfUqKysRGxsLhUKBjIwMq7WFgiwnt2/fPjz99NP47bffkJycjOrqagwdOhS3bt3Sn7Ns2TKsWLECH374IdLS0hAUFIQhQ4bo91cEgDlz5mDr1q3YuHEjDh48iJs3b2L06NGoqakBAPTq1Qsajcbg35NPPonw8HDEx8c7ZZsBYNSoUaiurkZKSgqOHTuG2NhYjB49GkVFRTZtM2C7dhcWFmLw4MHo0KEDDh8+jJ07d+LUqVOYPn26rZtstTaXl5dj+PDhWLBgAfe5pkyZgoyMDOzcuRM7d+5ERkYGpk6dKmr7eGzZ7tu3b2PChAn4xz/+IWqbGmKrNp89exa1tbX49NNPcerUKXzwwQdYs2aNyddITLZ8rwcMGIDvvvsO586dw+bNm3HhwgWMHz9e1Pax2LLN9V5++WUEBwdbvzECkZUrV64IAIR9+/YJgiAItbW1QlBQkPDee+/pz6moqBBUKpWwZs0aQRAEobS0VHB1dRU2btyoP6egoEBwcXERdu7cyXye27dvCwEBAcKbb74pYmvMI1abr169KgAQ9u/frz+nrKxMACDs2rXLFk0zSax2f/rpp0JAQIBQU1OjPyc9PV0AIPz++++2aBpXY9p8pz179ggAhJKSEoPy06dPCwCE3377TV+WmpoqABDOnj0rTmMsIFa775SYmCioVCprV73RbNHmesuWLRMiIiKsVvemsGW7f/jhB0GhUAi3b9+2Wv0bQ+w279ixQ+jcubNw6tQpAYCQnp5utbpTT5bMaLVaAICvry8AIDs7G0VFRRg6dKj+HDc3N/Tr1w+HDh0CABw7dgxVVVUG5wQHByM6Olp/zt1+/PFHFBcX26V3425itdnPzw+RkZH4+uuvcevWLVRXV+PTTz9FYGAg4uLibNU8LrHaXVlZiRYtWhhsjKpUKgEABw8eFLdRDWhMm82RmpoKlUqFnj176svuv/9+qFQqix5HLGK125HZss1arVb/PPZmq3Zfv34d69evR69eveDq6tq0SjeRmG2+fPkyZs6cif/85z/w8PCwXqX/REGWjAiCgLlz5+KBBx5AdHQ0AOiHtQIDAw3ODQwM1B8rKipCixYt4OPjwz3nbmvXrsWwYcMQEhJi7WZYRMw2KxQKJCcnIz09Ha1atYK7uzs++OAD7Ny5065zVwBx2z1w4EAUFRXhX//6F27fvo2SkhJ9d7xGoxG1XaY0ts3mKCoqQkBAgFF5QECAXYaG7yRmux2VLdt84cIFrF69GrNmzWp8ha3EFu1+5ZVX4OnpCT8/P+Tl5eGHH35oesWbQMw2C4KA6dOnY9asWaJNa6EgS0aeeeYZnDhxAhs2bDA6plAoDH4WBMGo7G68cy5duoRffvkFM2bMaFqFrUDMNguCgNmzZyMgIAAHDhzAkSNHMHbsWIwePdquwQYgbrvvvfdefPXVV3j//ffh4eGBoKAgtGvXDoGBgWjWrJn1GmEha7e5ocdo7ONYm9jtdkS2anNhYSGGDx+OCRMm4Mknn2zUY1iTLdr90ksvIT09HUlJSWjWrBn+/ve/Q7DjxjBitnn16tUoKyvD/Pnzm1xPHgqyZOLZZ5/Fjz/+iD179qBt27b68qCgIAAwiv6vXLmiv0sICgrS91jwzrlTYmIi/Pz8MGbMGGs3wyJitzklJQXbtm3Dxo0b0bt3b3Tv3h0ff/wxlEolvvrqKzGbZpIt3uspU6agqKgIBQUFuHbtGhYtWoSrV68iIiJCrGaZ1JQ2myMoKAiXL182Kr969apFj2NtYrfbEdmqzYWFhRgwYAASEhLw2WefNa3SVmCrdvv7+6Njx44YMmQINm7ciB07duC3335rWuUbSew2p6Sk4LfffoObmxuaN2+ODh06AADi4+Mxbdo0K7SAgiynJwgCnnnmGWzZsgUpKSlGX4IREREICgpCcnKyvuz27dvYt28fevXqBQCIi4uDq6urwTkajQYnT57Un3Pn8yUmJuLvf/+73cbxbdXm8vJyADCYm1T/c21trShtM8XW7zVQ1z3fsmVLbNq0Ce7u7hgyZIhIrWOzRpvNkZCQAK1WiyNHjujLDh8+DK1Wa9HjWIut2u1IbNnmgoIC9O/fH927d0diYqLR37gt2fO9ru/BqqysbNLjNOZ5bdHmVatWITMzExkZGcjIyMCOHTsAAJs2bcI777xjtcYQJ/aPf/xDUKlUwt69ewWNRqP/V15erj/nvffeE1QqlbBlyxYhKytLePTRRwW1Wi2UlZXpz5k1a5bQtm1bYdeuXcLx48eFgQMHCl27dhWqq6sNnm/Xrl0CAOH06dM2a+PdbNXmq1evCn5+fsLDDz8sZGRkCOfOnRPmzZsnuLq6ChkZGU7bbkEQhNWrVwvHjh0Tzp07J3z44YeCUqkU/v3vf9u0vYJgvTZrNBohPT1d+Pzzz/UrRtPT04Vr167pzxk+fLgQExMjpKamCqmpqUKXLl2E0aNH27S99WzZ7tzcXCE9PV1YvHix0LJlSyE9PV1IT08Xbty44ZRtLigoEDp06CAMHDhQuHTpksFz2YOt2n348GFh9erVQnp6upCTkyOkpKQIDzzwgNC+fXuhoqLCKdt8t+zsbKuvLqQgy8kBYP5LTEzUn1NbWyssXLhQCAoKEtzc3IS+ffsKWVlZBo+j0+mEZ555RvD19RWUSqUwevRoIS8vz+j5Hn30UaFXr15iN8skW7Y5LS1NGDp0qODr6yu0atVKuP/++4UdO3bYoplGbNnuqVOnCr6+vkKLFi2EmJgY4euvv7ZFE41Yq80LFy5s8HGuXbsmPPbYY0KrVq2EVq1aCY899phZy+DFYMt2T5s2jXnOnj17bNPYP9mqzYmJidznsgdbtfvEiRPCgAEDBF9fX8HNzU0IDw8XZs2aJVy6dMmGra1jy8/3ncQIshR/NogQQgghhFgRzckihBBCCBEBBVmEEEIIISKgIIsQQgghRAQUZBFCCCGEiICCLEIIIYQQEVCQRQghhBAiAgqyCCGEEEJEQEEWIcRpLVq0CLGxsTZ/3r1790KhUEChUGDcuHE2f36WRYsW6eu0cuVKe1eHEFmgIIsQIkn1AQPv3/Tp0zFv3jzs3r3bbnU8d+4c1q1bZ7fnv9O8efOg0WgMNtolhIirub0rQAghjaHRaPT/v2nTJrzxxhs4d+6cvkypVKJly5Zo2bKlPaoHAAgICIC3t7fdnh8AampqoFAo9K9Fs2bN7FofQuSEerIIIZIUFBSk/6dSqaBQKIzK7h4unD59OsaNG4d3330XgYGB8Pb2xuLFi1FdXY2XXnoJvr6+aNu2Lb788kuD5yooKMCkSZPg4+MDPz8/jB07Fjk5ORbV9+uvv4afnx8qKysNyh955BH8/e9/1//8008/IS4uDu7u7mjXrp2+fvVWrFiBLl26wNPTEyEhIZg9ezZu3rypP75u3Tp4e3tj27ZtiIqKgpubG3Jzcy2qKyHEOijIIoTISkpKCgoLC7F//36sWLECixYtwujRo+Hj44PDhw9j1qxZmDVrFvLz8wEA5eXlGDBgAFq2bIn9+/fj4MGDaNmyJYYPH47bt2+b/bwTJkxATU0NfvzxR31ZcXExtm3bhscffxwA8Msvv+Bvf/sbnnvuOZw+fRqffvop1q1bh3feeUf/Oy4uLli1ahVOnjyJr776CikpKXj55ZcNnqu8vBxLlizBF198gVOnTiEgIKApLxkhpLGsttU0IYTYSWJioqBSqYzKFy5cKHTt2lX/87Rp04SwsDChpqZGX9apUyehT58++p+rq6sFT09PYcOGDYIgCMLatWuFTp06CbW1tfpzKisrBaVSKfzyyy/M+uzZs0cAIJSUlBiU/+Mf/xBGjBih/3nlypVCu3bt9I/dp08f4d133zX4nf/85z+CWq3mtv27774T/Pz89D8nJiYKAISMjAzm+WFhYcIHH3zAfTxCiPXQnCxCiKzce++9cHH5qxM/MDAQ0dHR+p+bNWsGPz8/XLlyBQBw7Ngx/PHHH2jVqpXB41RUVODChQsWPffMmTPRo0cPFBQUoE2bNkhMTMT06dOhUCj0z5WWlmbQc1VTU4OKigqUl5fDw8MDe/bswbvvvovTp0+jrKwM1dXVqKiowK1bt+Dp6QkAaNGiBWJiYix7YQghVkdBFiFEVlxdXQ1+VigUzLLa2loAQG1tLeLi4rB+/Xqjx2rdurVFz92tWzd07doVX3/9NYYNG4asrCz89NNP+uO1tbVYvHgxHn74YaPfdXd3R25uLkaOHIlZs2bhrbfegq+vLw4ePIgZM2agqqpKf65SqdQHboQQ+6EgixBCTOjevTs2bdqEgIAAeHl5NfnxnnzySXzwwQcoKCjA4MGDERISYvBc586dQ4cOHZi/e/ToUVRXV+P999/X98Z99913Ta4TIUQcNPGdEEJMeOyxx+Dv74+xY8fiwIEDyM7Oxr59+/D888/j0qVLjXq8goICfP7553jiiScMjr3xxhv4+uuvsWjRIpw6dQpnzpzBpk2b8NprrwEA2rdvj+rqaqxevRoXL17Ef/7zH6xZs8Yq7SSEWB8FWYQQYoKHhwf279+P0NBQPPzww4iMjMQTTzwBnU7XqJ4tLy8vPPLII2jZsqVRNvhhw4Zh27ZtSE5ORo8ePXD//fdjxYoVCAsLAwDExsZixYoVWLp0KaKjo7F+/XosWbLEGs0khIhAIQiCYO9KEEKIM9m7dy8GDBiAkpISZjLSIUOGIDIyEqtWrbJ53cLDwzFnzhzMmTPH5s9NiNxQTxYhhIikbdu2ePTRR/U/X79+HRs3bkRKSgqefvppm9bl3XffRcuWLZGXl2fT5yVEzqgnixBCrEyn06GgoAAA0LJlSwQFBQGo60UqKSnB66+/jnnz5tm0TtevX8f169cB1K2KVKlUNn1+QuSIgixCCCGEEBHQcCEhhBBCiAgoyCKEEEIIEQEFWYQQQgghIqAgixBCCCFEBBRkEUIIIYSIgIIsQgghhBARUJBFCCGEECICCrIIIYQQQkRAQRYhhBBCiAj+H2xMTx8ubozlAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bodies_rotation = create_bodies(use_itrf_rotation_model=True)\n", "simulated_observations_rotation = create_observations(observation_model_settings, bodies_rotation)\n", "residuals_rotation = simulated_observations_rotation.concatenated_observations - observation_vals\n", "\n", "plt.figure()\n", "plt.plot(observation_times_year, residuals_rotation, \".\")\n", "plt.title(\"Simulation with ITRF rotation model\")\n", "plt.xlabel(\"Time [year]\")\n", "plt.ylabel(\"Residuals [m]\")\n", "plt.grid(\"on\")\n", "plt.axhline(0, color=\"k\", zorder=0)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Adding light time corrections\n", "\n", "After adjusting the rotation model, it is clear that the simulation systematically underestimates the range. This seems to behave asymptotically as the distance between Mars and Earth increases, but notice that there are no measurements in the most extreme regions. At those times, the Sun is in the way, preventing useful observations. This also indicates that the presence of the Sun influences the travel time of the light. \n", "\n", "To account for the **relativistic effects due to the Sun**, we can add a *light time correction* to the settings of the observation model. \n", "Doing this and once more plotting the residuals shows that **the error signal related to the Earth-Mars synodic period is removed**, leaving a residual that oscillates annually in the order **a few hundreds of meters**. " ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:33.960448Z", "iopub.status.busy": "2025-09-16T07:37:33.960242Z", "iopub.status.idle": "2025-09-16T07:37:36.101831Z", "shell.execute_reply": "2025-09-16T07:37:36.101465Z" }, "jupyter": { "is_executing": true } }, "outputs": [ { "data": { "image/png": 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n9MwMHToUgYGB+PDDD3mPycjIgE6nc7oHz5w5g61bt3p1D4aGhmLw4MHYv38/unXrRmw/Z8RkZmbixIkT1qVmEu48W3L2CwDCwsKQmZmJF198EbW1tThy5IhX56PIA/UcUTTBsGHD0KZNGzz00ENITk5GfX09Dhw4gHfeeQdNmjTB//t//0/W73/sscfw0ksv4eWXX8bAgQNx9OhRfPDBBy6zqJo1a4YBAwbgrbfeQmRkJBISEvDTTz/hk08+QfPmze2O7dq1KwDg448/RtOmTdG4cWMkJiYSl30eeOABDBs2DHPnzsWVK1fQr18/a7ZaWloaHnvsMcn63rNnT4SHh2PTpk2YMmWKdfv999+Pv//979b/d0VKSgrWrFmDDz/8ED179kRAQAB69eolWTuF6NKlCyZNmoR33nkHgYGBGDJkCI4cOYJ33nkHer3eSQ5CLCkpKfjyyy+Rl5eHtm3bonHjxrwZe9zx27dvx3fffQeDwYCmTZuiY8eOnnZLkNdeew2bN29G37598eyzz6Jjx464ceMGysrKsH79evzrX//iXY5KSEjAvHnz8Pe//x1msxmTJk2CXq/H0aNHUVVVhVdffRXNmzfHSy+9hHnz5uFPf/oTJk2ahIsXL+LVV19F48aNrdlknvLPf/4T/fv3x7333ounn34aCQkJuHr1Kk6ePInvvvvOagw999xzyMvLw+jRo5GdnY177rkHZrMZP/30Ex588EEMHjwYTZs2RXx8PL755hvcd999iIiIsD6PjsjRryeffBI6nQ79+vWDwWBAZWUlcnNzodfrJfXyUiTE1xHhFIoY8vLy2KysLLZ9+/ZskyZN2KCgIDYuLo597LHH2KNHj9ody5et9tZbb9kdx2UI/fe//7XbzmWvFBYWWrfdvHmTnTNnDhsbG8vqdDp24MCB7IEDB0Rlq505c4YdP348Gx4ezjZt2pQdPnw4e/jwYafPsqwlgy4xMZENDAxkAbArVqxgWdY5W41lLRlnc+fOZePj49mgoCDWYDCwTz/9NFtdXW13XHx8PDty5Ein39TxdxJi7NixLAD2P//5j3VbbW0tGxYWxgYEBDh9Jylb7dKlS+wf/vAHtnnz5izDMNZsMr7rw7L8WYK2iMlWY1mWvXHjBjtr1iy2VatWbOPGjdk+ffqwu3btYvV6PfvXv/7Vqe2215/ve8rKytihQ4eyTZs2ZQEQs/FsOXDgANuvXz82NDSUBWD9/fmy1cLCwpzOMXDgQLZLly5O20nX+cKFC+yzzz7LJiYmskFBQWxERATbs2dP9sUXX2SvXbsm2FaWZdn/+7//Y9PT09nGjRuzTZo0YdPS0qz3JMfy5cvZbt26scHBwaxer2dHjx7tlAnH1xeWtVzjGTNmEPeVlpayf/7zn9mYmBg2KCiIbdmyJdu3b1/29ddftzuuurqa/X//7/+xcXFxbFBQENuqVSt25MiRbHFxsfWYH3/8kU1LS2NDQkLsMhRJ96q3/XK8/z7//HN28ODBbOvWrdng4GA2OjqanTBhAnvo0CFivym+h2FZllXUGqNQKBSVUFBQgH79+uE///kPsrKyfN0cCoWiEqhxRKFQGgSbN2/Grl270LNnT+h0Ohw8eBALFiyAXq/HoUOHnDKOKBRKw4XGHFEolAZBs2bNsGnTJrz33nu4evUqIiMjkZmZidzcXGoYUSgUO6jniEKhUCgUCsUGmspPoVAoFAqFYgM1jigUCoVCoVBsoMYRhUKhUCgUig00INsD6uvrce7cOTRt2lRQEp9CoVAoFIp6YFkWV69eRXR0tKD4KzWOPODcuXOqriNFoVAoFAqFn4qKCsGCxdQ48oCmTZsCsPy4fFWmfU1dXR02bdqEoUOHIigoyNfNUYSG2GegYfa7IfYZaJj9boh9Bhpmv5Xo85UrVxAbG2t9j/NBjSMP4JbSmjVrpmrjKDQ0FM2aNWtQD1ZD6zPQMPvdEPsMNMx+N8Q+Aw2z30r22VVIDA3IplAoFAqFQrGBGkcUCoVCoVAoNlDjiEKhUCgUCsUGahxRKBQKhUKh2ECNIwqFQqFQKBQbqHFEoVAoFAqFYgM1jigUCoVCoVBsoMYRhUKhUCgUig3UOKJQKBQKhUKxgRpHFAqFQqFQKDZQ44hCoVAoFArFBmoc+TlG0w0UlFTBaDL7uikUCoVCoWgCWnjWj9n1O4O/vpOPehYIYIDccSmYmB7n62ZRKBQKhaJqqOfITzGabiDvVADqWcvf9Swwb81h6kGiUCgUCsUF1DjyU05fvA4WjN222yyLsqrrPmoRhUKhUCjagBpHfsrhcyYArN22QIZBQmSobxpEoVAoFIpGoMaRH2I0mfHWpt8AB8/RnMyOMOh1vmkUhUKhUCgagRpHfkhpVY011siWbjHNFW8LhUKhUChagxpHfkhiZBgC7J1GdEmNQqFQKBSRUOPIDzHodXh9dGcwd2KOAhkGb47rSpfUKBQKRUNcvgn8cuoSzTL2AVTnyE95uGcb1JUfQlL3Pkhq3YwaRhQKhaIh/rv3DObvCwS771eqU+cDqOfIj2keAvROjKCGEYVCoWgIo8mMv31z1CrHQnXqlIcaRxQKhUKhqIgVO0qdkmqoTp2yUOOIQqFQKBSVYDSZseznUqftAQxoUo2CUOOIQqFQKBSVUFpVA4ISC57o35aGSCiIZoyj3NxcpKeno2nTpmjVqhXGjBmD48eP2x3Dsizmz5+P6Oho6HQ6DBo0CEeOHLE75ubNm3jmmWcQGRmJsLAwjBo1CmfOnFGyKxQKhUKhECFJsQQAmNI/wRfNabBoxjj66aefMGPGDPzyyy/YvHkzbt26haFDh6KmpsZ6zKJFi/Duu+/igw8+QGFhIaKiovDAAw/g6tWr1mOee+45rF27Fl9++SV27NiBa9eu4cEHH8Tt27d90S0KhUKhUKwY9DrkjkuxGkgBDJA7PoV6jRRGM6n8GzdutPt7xYoVaNWqFfbu3YsBAwaAZVm89957ePHFFzFu3DgAwOeff47WrVtj5cqVmDZtGkwmEz755BP8+9//xv333w8A+OKLLxAbG4sff/wRw4YNU7xfFAqFQqHYMjE9DhmJ4fhq/TYMurcvaustsUjUQFIOzXiOHDGZTACAiIgIAEBpaSkqKysxdOhQ6zEhISEYOHAgCgoKAAB79+5FXV2d3THR0dHo2rWr9RgKhUKhUHyNQd8YVTeACR/vRtay3ei3YCvyCst93awGg2Y8R7awLItZs2ahf//+6Nq1KwCgsrISANC6dWu7Y1u3bo3Tp09bjwkODkZ4eLjTMdznSdy8eRM3b960/n3lyhUAQF1dHerq6rzvkAxw7VJr++SgIfYZaJj9boh9BhpmvxtinwGg4uJV5J0KsAZn17NAzpoiZCSGw6Bv7NO2yYUS11rsuTVpHM2cOROHDh3Cjh07nPYxjH0kG8uyTtsccXVMbm4uXn31VaftmzZtQmioulMrN2/e7OsmKE5D7DPQMPvdEPsMNMx+N7Q+/2ZiwCLQbls9C3y1fhva60n5bP6DnNf6+nVxWlGaM46eeeYZfPvtt8jPz0ebNm2s26OiogBYvEMGg8G6/fz581ZvUlRUFGpra1FdXW3nPTp//jz69u3L+505OTmYNWuW9e8rV64gNjYWQ4cORbNmzSTrm5TU1dVh8+bNeOCBBxAUFOTr5ihCQ+wz0DD73RD7DDTMfjfEPgMWz9GSowVWlWzAEpw9YcRgv/YcyX2tuZUfV2jGOGJZFs888wzWrl2L7du3IzEx0W5/YmIioqKisHnzZqSlpQEAamtr8dNPP2HhwoUAgJ49eyIoKAibN2/GhAkTAABGoxGHDx/GokWLeL87JCQEISEhTtuDgoJU/7BqoY1S0xD7DDTMfjfEPgMNs98Nrc+xLZpiYtt6fFUaiHr2bgHxuMimvm6a7Mh5rcWeVzPG0YwZM7By5Up88803aNq0qTVGSK/XQ6fTgWEYPPfcc3jzzTfRvn17tG/fHm+++SZCQ0ORlZVlPXbq1KmYPXs2WrRogYiICDz//PNISUmxZq9RKBQKhaIGMlqzmD5uAM6aapEQGUqz1RREM8bRhx9+CAAYNGiQ3fYVK1Zg8uTJAIA5c+bAbDZj+vTpqK6uRu/evbFp0yY0bXrX0v7HP/6BRo0aYcKECTCbzbjvvvvw2WefITDQfm2XQqFQKBRfcvkmcPridbSLakYNI4XRjHHEsq4D0BiGwfz58zF//nzeYxo3bozFixdj8eLFEraOQqFQKBTp+O/eM5i/LxDsvl8tQpDjUjAxPc7XzWowaMY4olAoFAqlIWA0mfG3b45ag7HrWWDemsNIjmqKmtrbSIwMo54kmaHGEYVCoVAoKqK0qgb1Doslt1kWo5dYxIoZAAvGU0+SnGhWIZtCoVAoFH+EVHzWFhZA9uoiGE1mxdrU0KDGEYVCoVAoKsKg1+H5oe3B3NHHJtlJLIC9ZdWKtqshQY0jCoVCoVBURF5hOd7e9BtYMGAAjEqNJh7novgDxQuocUShUCgUikowmszIWVNkjTliAXx38JyT94gB0CM+HBR5oMYRhUKhUCgqgRSMXQ/gyXvbOhlI+ScuKNWsBgc1jigUCoVCUQmkYOxAhsHIblF221hY0vv9ISjbaDKjoKQKRtMNXzfFCk3lp1AoFApFJXx78Jyd54hhgDfHdUVN7W04SiHfZlmUVV3XtOZRXmG5dRkxgAEmJDIY4etGgRpHfsfBimrsKbuEtDZ6XzeFQqFQKG7w0U8lyN1QbL+RBQZ0aAnAYjzYGk6BDIOEyFAFWygtjvFV9SyQdyoA0003EBfp2yLD1DjyI6Z/sRfrD1da/06PDFCFBU6hUDzDaDKjtKqGKiI3AIwmMxY4GkawLJ+VVV1HRlIL5I5Lwbw1h3GbZRHIMHhzXFdN3xe/ll1yiq9iwaD80nXERTYlf0ghqHHkJ7z1Q7GdYQQAhVUMDp4xoVdipI9aRaFQPMVxuSF3XArGdTf4ulkUmSitqnFaNuM4dPYyMpJaYGJ6HAZ0aImyqutIiAzVtGH0UX4JFqx3NgYBFo2DfF8IngZk+wFGkxlLtpUQ9jDYV05FwigUrUFabrAE36onYJUiLUKq2AvXF+P7Q+dgNJlh0OuQkdRC24bRTyXIXV/MYwwymPDxbuQVlivcKnuoceQHlFbV8Oxh0SOO6mBQKFqDr7ZW+aXrvmkQRXYMeh3mZiYT1bDrAcxcuR/9Fmz1udHgLXzLh7bcnQz4LhOPGkd+QFgw2QXZWc8itY3eJk1S+ymfFEpDgO+ZVsNyA0Ue8grLsXADnzfFghqMBm8RWj60hcvE8xU05sgPqKm9Tdx+TysWCzYex4qC03ZxC7SSM4Wibvie6Rt15O0UbeO4jCqE1tP3ueVDV331dSYe9Rz5AaS1agbAZ78F4JOdpwlxC9qddVAoDYHEyDCn5ZVAhkFchHbTtin8kJZRAWBYzG2iIKSW0/cNeh1yx6UQlw85Au5oO/nSAKTGkR/A3WyBd6oQ3r3pnG8/X7sqKRSKaxzLQjDgXhaNfdMgiqyQjGEGQN/WLF4f3dlqIKnBaJCCPaWXBJbWWDyYEmXVdvIV1DjyEyamx2FH9mA8dW9bAOC98bQ+66BQ/B1uicXxGfb1y4KiMDbWEsva/1fLHKyoxup9ZwWOYPDtoUpk5Po2+JwaR37Gsh2neA2ju7NPbc86KBR/hrTEwgJYsaPMF82hKAApSJllgdKrDP72zVHrPn+op/bjsd9FH5u9ushnfaXGkR8x53+HBGcWLIDyi3RJjUJRM6QlFgBYvuMU1TnyU0hxo9zfJEkHLYdGtGomfmmYBbC3zDdafdQ48hMOVlTj59+qXB63ZHsJPsonCUZSKBQ1YNDr8OS9iU7b61lQnSM/xaDXYWxajN22MakGJDZliYH5Wg6NuL9Ta7eOZ4Qit2WEGkd+wp6yS6KPXbihWNNuWQrF35nSP5GYpUSz1fwTo8mMtfvt43C+PmjE3ir7m8BfQiNIxj8JBkCPeN8IGVPjyE+4JyFC9LH1LDTtlqVQ/B3HDNS7RUYbTrbaXfFa/19KJMWZ1bPAd+UBdrFIDKPtwPy8wnL0W7AVy34uFXX8k/e29ZkhSEUg/YTU2HBkdo3CBofisyS07palUBoCpCKjdXV1vm6WItgW3WUAPBTHYISvGyUjJGFEBpYK9bbUs8C+09UY2U17niN3hC45WjQNlq9BLqCeIz/BaDLjsYx4PNwzRvA4f3HLUigNAX8oMuoORpMZ3x86h7mr775EWQDflgdg2Q5x3gYtQvIUzhnWHgwh93jmyv2arK/GJ3QpxKINx30WAkI9R35AXmE5slc766KQ0LpblkKh+Ce23iJnGLy96TeM7RHrt4aio6cwMrQRTv9WjK9KA+1+Ey6df0CHlpr6LcSWDbHFl6VSqOdI4xhNZtGGEUDjjSgUivoQs+TSEMYukqeQ9JtoMZ3f0TsmBl+GgFDjSOP8WiYkw+4MjTeiUChqY8WOUpcehQAGDWrsMppuIO8U+RWt1XF8Ynoc1kzPEKyrxuHrUil0WU3jnHZD1PFuxot2XLEUCsW/MZrMIrKXWIxJjW5QY9fnu047BWQDFo+GlsfxdYeMoib07z+ShgdTo2VvDx/UONIweYXleHvTCZfHBQBYnJWGHvHhmn2gKBSKf0IqneEMg7UHjXgh0+zXY5jRZEZpVQ3CggPx6c7TxGMGJrfExPQ4hVsmDUaTGR+LSONnAMRG+PY602U1jcKt0bsigAFyx6egTbgO3x86h4MVvpFip1AoFBKJkWGiVJDZO2ns/gqnAZS1bDfGLC3gNRi3FV/Q7Di++ahrqRmABQtg7NICn2blUc+RRnGVFvn0wEQEXjiJCSMG459bSzB39V1DanyPGLwzobv8jaRQKBQXvP3DcdHV5v2hKj0Jx4B0V/38tawaqbG+UY72hqprtSKOsljK9axvs/Ko50ijkAoVcuRkJmPW/e3RXs/i/NWbWL3PXpZ+9b6zmp15UCgNhbsK0f5b6udgRbXT+CTEmn1nZGyN7+Cf7JKtpF4J2jOMAOC+5FZuHe/LrDxqHGkUx7TIAABPDUjErpwhmDYwyXrcXh439K8+qnRMUYaDFdVY9nMJNYI1iu0SS78FWzUp+icGd2pCAsDW49pdUhKCf7JLngG7U9leTaTGhmN8D2GhYkcOnb0sT2NcQJfVNAwnGra3rBpggJ6EgOuEFuR0z3I3stwo2mL6f/ZifdHdtX26jKotHJdYbJcXIkP9a8h2pyYkx6yvDmLL7EHSN8aHGPQ6PJIei5V7KkQd7ythRCl4flhHNGvcCCsKyAHnjizacByjfJCpSD1HGif/xAU8++V+zFy5nzjDDA0mD6b//uW0X7vrGypvbSy2M4wAuoyqNUhLLFoU/RNDamw40mL1bn2m5EIN3tpYLFOLfENeYTm+LBRnGDHQrt4T5xEVaxgBvrv3qXGkYfhmmLZGT3yLUGImSD38X222oWE03cCS7SXEfcvy/bculb/Bt8Tiq+UFOZn91QHsrzC5/bkl20v8ZnLndkFW8QLTqkJ8P+0P8JXgJTWONMze09UuZ5gGfWNkZyY7fVarCqsUfvaXX+bdt67I6DcvE3/HoNdh7nDnZ9ZShPOGD1okD+4GYzviL5M7MergtrAaLaMivp/21t+wLq1pthpFPHmF5Xhm5X6n7SSjp7kuyGmy8ef+CfI1juIThMYdFtocUBsqKW2cl5pusyzKL/nPNXQ3GNsWLS8t2SJOHdweLfZdrPgjiY2HK30ysaPGkQbh3JOkl6GjrLzRdIN47LKfS/06C6Yh0iOuOa/HnXoKtUVYcCBxe+Mg8nYtIiYYmwHQrlUYHE1/f5E7EqcObg8L4LXvjmpK5qG0qsbjz/oqBIQaRxpESADysrnO7u/TF6/zHkuKUaJoF4O+MaYPTiLue3pQW81mtzREKqrJz+RZnu1axFVaN2fonzxfA1KgzV4Ny5FwGlZhwYG8enVCbDhcqSmZBz5jHyBdWRpzRPGQxMgw3n0LNxSLCsjm8NcsmIYK30AbKKY+A0U1sHwSyX52GZ8f1pE4Po3pbgDDCHuILpvFqC2rD1sNq7FLCzCsS5Tg8UKXXCsT3Jra27z7WFj6+NS9bZH//ACMiqu37vNlkV1qHGkQg16HrHtiifvqHYL1DPrGmDGI7E0A6HKLv9GqKVkcrmWzEIVbQvGGDUXONagYAGmxzRVvi5yUVtUQS2Xcug2XwbtHz12Rp1EyQsow3nCYv94YAxZ/GZggeE4tTHCFPEeAxUBa/vMp7LuTVGKd5PlwMkCNI40yMZ1sHAFAaLD9Ze3bLpJ4nC+tcoo83N+5tdM2BsB9nZy3U9TJwYpqrCe8MKcPToJBr01lZD74Xprriowul5tW7qlQvcfEEVc1MW0Z3DES83vcxqz7OwguPwZA/QHaQp4jjnoAz311CN+WBwjK0ygFNY40itDNduiMvW4ISTclgAHWzuiLielxcjSP4iMMeh0Wjk+xXm8GQHZmMjWANQRfFldEaLDCLZEfvnGMBfBE/7Yul4N/PPq7DK2SD6GamLYwAF59qDOa33H4vjOhO14Y2oF47BMDElX/fIvttwX7A6kIJMUthOKOqq7dtPvbsQ4bwwDTByVpsqozxTUT0+Mw9462FQsgd0Mx3vpB+4rCDaEQK8CfxaXVYqNCCI1j127W4S+D2gp+fuMR/iUpNeI4FvMxrkeMnZcwr7Acb2864XRcAANM6ZcoeTulxqDXYW5mstXsCYClrJGYWEgakE1xC4Nehxk8mUlDCJWPJ6bHYWgXy9IKywIfbCvB7K8OyNlEio8wmsxYsN7eGFqyrQTTv9jroxZ5j20Qa9/crVi+w38Vv4srrzptG98jxi8nM/knLvDuW7mnAku2kRXfOQpOXtScsTwxPQ47sgfj2SHteI9Zs/+sVfCTT46FAZA7LkX1XiMA+OinEuSuL7b2gQVwT2IEdmQPxgeT0gQTSWhANsVtXhiWjBFd7TMd+AbRgxXVToF/tOaWf/Jr2SVils/6w5WavN6OQawsgIU//IYtZ/0sdQuWvmavLnLa/vywjj5ojbwcrKjGXEJf3UGr4qYGvQ6Tesfxxhuz7F3Fez45FhbO0i1q5KP8EuRusJ+ssQCy1xTh6DkTIpoEY25m8t2VDbCYM6w9Vj3ZBzuyB/ss9ENTxlF+fj4eeughREdHg2EYfP3113b7WZbF/PnzER0dDZ1Oh0GDBuHIkSN2x9y8eRPPPPMMIiMjERYWhlGjRuHMmTMK9kJalj7aE9/M6IuXRnbCNzP68lZf//EYeW1+67HzMraO4gsYAVf1Fg1eb74g1u/KA/yqnAbAb9hqWdOHRF5hOUYvKZDkXI4JKFpByPsPwBp6E98ilNeIcpRuURskLzYHywJTP9+LrGW7sXBDMeYM74gv/twL83vcxpP9E5GR1MKnXjFN3VU1NTVITU3FBx98QNy/aNEivPvuu/jggw9QWFiIqKgoPPDAA7h69a6b+rnnnsPatWvx5ZdfYseOHbh27RoefPBB3L7tOppebXAxGK2aNcbUe9sKut0bNyJnhQQHaeoWoIggNpx/QGmlwZR+vowmFoxfldMA+A1bf5Kp4jyBUnG9tt71QSpk9lcH8AHPsqGtbANffUzAWbpFbYhVAK9ngUUbjyMuItQahO5rGvm6Ae6QmZmJzMxM4j6WZfHee+/hxRdfxLhx4wAAn3/+OVq3bo2VK1di2rRpMJlM+OSTT/Dvf/8b999/PwDgiy++QGxsLH788UcMGzZMsb54S15huXWpIYCxrD0LuR/jWpAD2s5eVu+sg+IZQpmMWkzp51OLBljERag7hdldesY7T3AYBuhB2K5VXKWzD2gXifyTVaLPt+O3C8hIaiFBy5RDqOguA2DB+BQY9I3BVc+cNjAJV27UOcVgqV2njstSEyNfoLbagZoyjoQoLS1FZWUlhg4dat0WEhKCgQMHoqCgANOmTcPevXtRV1dnd0x0dDS6du2KgoICXuPo5s2buHnzbgbYlSsW8bG6ujrU1Sm/5ssF6NlqQeSsKUJGYrg1w4FrF/ff1JhmYOCsOLtqdwX+cm+iX+inOPbZFqPpBk5fvI74FqF+0VdbHPvdRh9CHJDmDGuPyNBGPrlnveH2LX5j7/CZS351Pbcdq7R7ThkAb4zubL1uQve4VmijDyGORRxPDUiAoXkI8n4lGw+OLNlegom9YjR1H/xSwm/8vTehG0akRDld6xi9s0tldGqUqp/pyNBGeH10Z7z4zVGi2KctAQwQ3SwIFyHv/S323H5jHFVWWoKNW7e2nxm3bt0ap0+fth4THByM8PBwp2O4z5PIzc3Fq6++6rR906ZNCA1V3mr/zcSgnrVfaqhnga/Wb0N7vf0duHnzZuv/DzYEYKvRfhmNBflzWsa2zwCw63cGeacCwIIBAxYT29Yjo7X/9JfDtt8TEu/2GWDRt1U9wi4cw/r1x3zXQA85fAkAAuEsl8tg+pdFSI88hEfba3NpxZbLN4FX9tn3kwWLuvJDWP/7IbtjHe9xrTHIwGCb0Xm5lAGLkgO/IKYWIF9zMp9+sw1pkdp5pm9eBcj9Y7Hll/1Axd2+bN68GZdvAvP3OR+/5sA5NKs5g8SmrGqWoxwJAzA/DSi9yqCmDvhvWQAc+8GAxYTEehTt/hmAvPf39evivFN+YxxxOK7ZsywrGKAq5picnBzMmjXL+veVK1cQGxuLoUOHolmzZt412AOMphtYeizfzjMQwAATRgy28xxt3rwZDzzwAIKCggAAaaYb2PZ2vt2MzfFzWobUZ6PpBp57J98mhZTBV6WBmD5ugF/0GSD3ewSAP5wx4dOdZdhw5HcUnA/ELxeA10d3xsM92/i2wW7y25aTwPFTPHsZFFYxmDs+A6lt9Iq2S2rWFVUC+w45bGVwLDAefx/RBQD5WmuRmDMmbPtot9P2F4Z1QJAuCO99c9St86WlpWFEinCNMrVR1qgIaw4YHbYy+L4iEM9PGIDI0EDrtd5bcRXsvl8JZ2Hw2W+W4rVqfraNphtoe8dzn3ayCn/75ijqWYuJNLVfPP6UEQ+DvrEi9ze38uMKvzGOoqIsD0ZlZSUMBoN1+/nz563epKioKNTW1qK6utrOe3T+/Hn07duX99whISEICXE2y4OCgnwyQO0qNdq5KJk7MUdxkU2djrVtY1xkEMb1iLFb6x6bFkP8nJax7fMLqwud3Ln1LHDWVOvX/c4rLEf2anttlHoWeOmbYxjcKUoT2igcrZu7buvBM1fQK5FcJkcrBAaSkyPyCs/i/93f0e6a+WrskQLu3iTRr11LjF1aILrEBkfl1VpN/B5GkxmlVTVIjAzDu4/0QPf4UrzsYAhy45NBb5l4BwUFoV0UOSzC9jNqfbZJ8bE7s4egrOo6EiJDie2V8/4We16/SVVKTExEVFSUnTuutrYWP/30k9Xw6dmzJ4KCguyOMRqNOHz4sKBxpCa4TA/bh4RhgQEdWor67Nr99uv4X+8/p+pUUE8xmsz40ye/YHepcwp0AKP+WkTeQLpHOLRQpNKR+0UEkZdf1FafSPTiUcbWqpYPCaF7EwAKy6qJhlGX5sLLpos2Hlf9OGYrZNpvwVbkFZbj/JWbxGMd5QkMeh0m8RQb51Djs00qtDtvzWEA8Hmqvis0ZRxdu3YNBw4cwIEDBwBYgrAPHDiA8vJyMAyD5557Dm+++SbWrl2Lw4cPY/LkyQgNDUVWVhYAQK/XY+rUqZg9eza2bNmC/fv349FHH0VKSoo1e03tkDI96iFu8Fyxo9Tps2p8oLzlv3vPICN3K/J/u0jc3zM+XNUPpbcIZQNp0TB0qQcD4PNfTmtS4NIWg16HHELKttozktzB1b2ZnhDupJbMADh6WTg0Qu3jGMlIyFldxKsAXnHJ2dATk5F3vVZdgdmk6632a8WhKePo119/RVpaGtLS0gAAs2bNQlpaGl5++WUAwJw5c/Dcc89h+vTp6NWrF86ePYtNmzahadO7yyf/+Mc/MGbMGEyYMAH9+vVDaGgovvvuOwQGkrVU1AapgJ+YwdNoMmPZz84lF7T4shTi8k1g3tfC8QqFZdXIKyxXqEXKkxgZxhvG+kT/tpo0DPu1c71kNnpJgeava5+2EegU1cRu25i0aE1eMxJCtdTSEyKQGhtuV3sskGHw537xdxIL+GGg7nGMb1LL50EjhcD2SohwGZ6uNqODNBap/VpxaMo4GjRoEFiWdfr32WefAbAEY8+fPx9GoxE3btzATz/9hK5du9qdo3Hjxli8eDEuXryI69ev47vvvkNsrLC7Uk04Fi4UW3uGT4xLqy9LPt4pEndLz1tzWPVueE8x6HW8onEtmmizsruQwWdL9uoizV7X2V8dwOglBThWec1uuz8tfRv0OmTxLA8Vll2C0WS21h7jykc8nhEPxoWUYEILcuyKWnCvKj1Z18qg12HB+BTB50ATxYk1ImiqKeOIYsFx8BBTe4bv4WzRVJsvSxKr953BlTpxT95tlvW7kgy2jOoeTdy+cKO6yw3wIWTw2aLV+BwhUUCtLEOI5Zn72hO3c2rPXNAyF6xr0DfGxLb1gsZF6cXrql5WzT9xQXSQ+cLx/MVkJ6bH4bUxXYj7eieEq644MWlSzqpc1ZuDGkcaxaDXuRXQZtDrMHe488tl0Qb1BzKK5Z1Nv8GdacmzX+7X/DIMH7+WXSJuV3u5ASGmDUxCzgjXBtKhs5flb4zE7OG5XoB/xRwBwrFVh85cdgpaBoCM1iy2zx6AJVlpvOddlu8cNqAG3CmXsiQrzeVk95iRnIr+p74J7jZNdviWUbVwP1PjqAGRQtCBuc2yWLL1pKpnXWI4WFGNCzXuBSNymRP+YhzawlujC9oYmPhornOdhpu7XnvesXt4MtUCGIhaNtcazUOD7KYxDIA5mR2xcGOxU2YTV1zYoG+M8DB+T/e6IqMqr7urcim2nOEtlWPBaDJj1e4Kp+0M1Fli5vwVcmHoH4/+rsprZQs1jhoQfEtrX+y2VMie/dUBxdskBUaTGTNX7vPos/62ZMFBqtGlddyZgf949HeZWyMtqbHhGN8jxmn704OSRC2ba4mDFdWYu9o5nT9a35iY2WRbb0sooFutS6ruxBu5kiTgix198l51xo7yeURf+uaInWdQjVDjqAHBt7TGsXrfWc15kPIKy5GRuxUV1eQZihi07Enhw6DX4al7E522q/UFIgZ3ZuB5hRWqn5k68vywjk6Lwku2leCjn8jp3lokr9AyEXOEBWAy1xEzcR2LCwvZGY76QGrAMYkmAED7Vk2Ix7qarJEMrQAAU/onSNNYieHziALq99yr706iyAppac2WXzUUpGw0mXmVdt2Bz/WrdUZ2MxC3q/EFIgZ3ZuCHz11BRq66Z6aO8HkFFm7Q3jIhCVfPa3NdME8m7t0yP3y/EcehMyapmisptkk0yx7vid/OX+M9Vuj5JGUr5woEcPsaPo8oh5o9935TPoQiDu4FwzcD10QqKCyu+c8Kylwk+Ioje3URNjw3QIIzqYuaWnI1++u12izSatDrMDbNtvwNC1cB+HNXFyE5qqnqsnhIhAWTtdY4kVe1vgDFImTYMAB6JljEWQd0aGlXWsK2irqr8Wvj4Uo8lpEgddMlgbt+H2z9TfA4V8/nxPQ4p99IzbwzoTv+lBGP97ecxJbi83b71JxsoM0pJMVjDHodevHEo/ROjNDES+TPK/Zg9JICrN1/TtTxAQCeGpCIYZ3JZSiOVV7V3HKiGPg8LVrM5gJI5W/EuZG0Ig7JZ8z6i1CrkFbV433jrS95oUxcg16Hqf2dl4s5dpZcVK2XjSsf8h9CQDWHO8ZC1bUb2Hu6WrX9taVVs8bYdvy80/Y5wzuq1rijxlEDw2gyYw/P0tmfMuIVbo37TFq2C1uPXxB17OtjumDVk32wM2cIpvRLxA8CQbpaWk4Ui7/JN/DFHHUyuC4gnLNG/eKQfMHGczOTVfsCcQeDXofR3clLvZ8VnBZtwP5ZwDgC1BmM71g+hAQDcZmJeYXl6Ju7Fc+sOoCZK/ejrwaWj0mlqwCgW5vmirdFLNQ4amDw6d8ArtNIfc1bG4uxq4S//Y6kxOitM9DFW4Rd2VpZTnSXi9ecC1uqeZ1fCGIwKgNk9XadzaUFfadvDzh7QhkAo1LJgp5aJK4Ff7aZ2OBcg16HheNTePcfPqe+uCMxyQQM47qAOBe3ZXsqFuo2/rVauooaRw0MPv0bQN2VrY0mM5Zsdy9rh1u7N5rMWLmH35U9omuUJpYT3UWrgxIfXMzRXViMSTWAZcVFnq3Zx38P+BqjyYzcDcVO27WcXUjivuRWvPvcMdonpsehV3xz4r4zhKKtvkZMMoEYA54vbkvNxr9WS1dR46iB0TM+nHfdX80ehcc/2ePW8YyNAVBaVSN47MYjlap3S3uCVgclPkgxR2sPGPHKt8KFhjn+u/esao3/93k8m1o1ZPlwlb0ktqq80WTGr6cvE/epMe6IyzITeuEGwPW15ovbUrO4q9bkBziocdTA4IoXkmYxas0ceOuHYpwQSH0lMTo1Guev3EBBSRXCggMFQ3frWSBndZHfBWWTBiUG6h+U+CAtTbCw1GoSy77T6rvGH+WXYBWPZ9Nf4o1seWdCd/ydpz7YE/+3V9RExdWEZ8sx9cUdTUyPw9oZfXn3PzEg0eW15qsxKEXWrpw80T/RamyoXX6AgxpHDZCJ6XHYmT0ETw2wv2HVWKbAaDJjyTZ3ltMsw8TXB85h9JICZC3bjbFLC9C/faTgp+oBjFmqjawmsXCzVUfDMP+EuIB2teFuZXMS3x4gF3f1FUaTGQsIy2kAkNU7FtMGJCncImW4v1Nr4rVkRQoDCillA8CpC8LGk69IjQ0n1pULYIAp/YQDzTliwslj9GIXEgG+gMvQ+/jnUrAMMDLFgDXTMzSh+k6NowaKQa/DvBGdsTNnCFY92Qc7sger8obdK8FMv54Fdv5W5TLxW+zArCUGdGgJ2zAzFtrto6MAHsC6UWbYwg9Hz6uq76VVNbyer2eGkKvXa52DFdX4/tA5TB+URHwBiVnezz9xQfDaX6pxTkRQC9MGJmFE1yi7bWPTYkRPTPn6tmq3ulThueBxztvLspb6d2M0Iq1BjaMGjpCmiBpwf5AjD5n1AEZ3d531o+a4K08gLUVpuY+c0vAXf+6FV3vcxhtjOtsYS+JYsaNMnsZ5gBTeMC0x+6sDGL2kAG+sK8YH20qQEuus2O9qeZ9LixdaSvr6gDqL0AKW9m88Umm37ev950S3NyIshLhdbcH7e09XE6+RViZo1Dhq4BhNZhSUVKn2RhXKrnOHAAD384hA2h3nZwGwpJevWmPLxGLQ69A7MQLNQ4CHe7bBjuzBWJKVJvrzH/98SjX3u5CooZpedFJwsKLaRt2c22YCg7tTGjHL+2Jr7O1VqXaZtxMWvqLSagvKFsoi1cIEjRpHDZiP8kvQd8FWZC3brdoKyceMVyQ5z9zMZMFMPY57EiNU60XzBKeilwwwJ1O9qrSeYNDrMLJbNBaOd46v4kNNAzNJ1FBtLzop4KvQzsKSXfrBpDRRy/tivW0SzaskxWgy41JNrdN96s6ExaDXEeOW3F5jlhnHgsG2aGGCRo2jBspHP5Ugd32xNd5BjRWSjSYzVglI7XMEMMBT97bFnGHtwRAcuQyA5qFBogKRhdKMtcrE9DjMGW6p+F7PWgqZqtEQ9paJ6XH4WiAbyBa1lVBR2XtNFprrgnj31bNAiyYhoox259gzMmcuq2csA+4GJ89cud9ulPIkGYZUQJxVmdYRbzkciFMC9zXUOGqA8GXIqM3V6aoCN2C5gddO74t5Izvhyf6JmN/jNv45sZvdy4aFpQDp3NXCcQoA0CZcOAtGixhNZizcWGztOyddoCZDWCpSY8OxcLzrF6eaSqis2FHqdF+yAFbsdBbw1DLll/jHFnc9CVzs2QeT0ng9RAvXF6vmGvOVD2Fg8eS6mwyjheVyPkX7tTP6qjL5xxFqHDVA+IwOtcXb/HvXacH9AQyQOz7FTt26eQgQERrske6HPy5lAOQYh3qoKzBZSrgX599GduI9Ri0TAT4VcwBYnl+qmpe7FLRq2pi4nbmz1FtaVeNWfw16HSKaBPNm+9VDPZ4UvjgpFp4Z6o7eMzVKsZDamDsuRTPVCBr5ugEU5eFUVh2f1emDklTzcB2sqMaGw5WCx0zum0CcgcS3CEUAA1FBm7Y8nhGvmv5LCd/1Xr7jFKb0T/DLPlvikAx4Y90xXkNZDYawkHeUe7n7y/W5v3NrvPTNEaft0wcmYeGGYtSzdyY841JEexb47m1AXZMdzotCGpM4Q93d6zwxPQ4DOrREWdV1JESGqvI+GdChJd57JBUBDIMe8eGqbCMf1HNEsbJ0e4lqYlH4yinYEhEWTNxu0DcWFZPgyLCu5IrhWseg1+HJe52DftVcj0kK+NSEOd7+4biCrSHDVw4CEFdOQktwBWO5pZYABsgZkYwPfyqxGg3uxj4a9DrMGEwWyny8r3omO0LlQxgvPfasSvWxuRirZ1YdwDOr9mtOfJYaRw0QoeKFagjKNprM2FLs+kESUsnlllb+PppcpoCE2LpOWmRK/0TVxyjIQfPQIF7jY/W+sz4vGSNkwPlj6RBOnX/Vk32wM3sIUmL0Xutw9W1HVr//rOC0aiZ7gED5EA9tG874UGO2sWOMlVreLe5AjaMGiFAqrBpiMVzVTeI4Uy38oBn0OjyWkYARKVFO+xjGOUNo6ud7MfurAyJbqS20EKMgNWLEArccO69Ye/gYRRAnZXi2+wO2wrNSBBaHBQfy7stWWeIBKYPLE/FGtRsffFpOe8uqVa2rZws1jhogfDW3OEKDfXtbCA12tizaKC6Q8dE+8U7b+II41eBNkAvOm6bmcjFSIkYssFUzstqwkpAmA2pTO5YLKYx2vpRxwPI7Lt5y0ttmSgaft9tdD67ale/5il4/++V+VXq6SFDjqIEyMT0Oi3lUha/X1ivcGnuEBjtbxA4GxJRS8Huzl/18StT3axG1l4uREqF4Ho77OrlWTZcbLaRlSwVJkd9bo91VEdqVe8pV46k4f+WGW9v5UPs9Y9DrMDbNXjOOBVTr6SJBjaMGTM/4cFU+YEVnTKKOE9tWJ5VoAE8PSuLVR/n+UKWqH1pPUXupGKkx6HWYPoi/qj0DqCJItKEseX70Uwkyci0xMn1z7T0H3hjtBr0OjxO8w7aopZQIn0r4r262T+33jNFkxtr9ZwWPUZOniwRN5W/AcNa9bb2jMWnRPn3A+AQqHXF3MJiYHofL5josWF+MegAf/lSCcQ59t2Xf6WqM7KaOgUYK8grLrTEK7qZLa5lO0c1493EFMAd0aOnzl4oW0rK94aP8EuTaPNcsLPFAUv32fxmchM9/4ddFU0spkXsSIojbeyW4r/2j5ntGzJK2GibiQlDPUQOGZN27Ux1aDn4tuyQYQBvgRg0mW4wmMxast1eJXrP/LGYPbU88XqBmouYwmszIXm0fvDlXZYGqciFU/BJQ1+zVX5c8jSYzctc7T3hYSOfRcZXEcb32liTf4y2pseFOJYrG94jxWBhRrfeMqyVttXm6SFDPUQNGKKjPVzftrpKLvPsCYPF4PJjqfhbP3tPVziUaWKDkd+dBlQHQ04OZnFoh9R0APth6Em+MTVG8PUrSi2emzqH22as/IGS4XDbXSvIdruKOVu87g4d7qcNT+s6E7vhTRjx+LatGr4RwzShGuwOnrfYxQf39pZGdMKKbQdWGEUA9Rw0aknXvS1VZo8mMVXv4C80+ck+sx0tBfB6Erw+ec9qWmRKl+gfXHfj6vkpFgapyYdDrMEMg7mjO8I5+da3ViJDhEh5KFnJ1F05gko9fTlWr5l43msyoqb2NEd0MfmkYcfBpq2nBMAKocURxxIdr864Kza7cU+HxANcrIYJoCJLYeNi/ArL5vCf+rpDN0a89WSQQABZuLFZ9SrHWMeh1yCEIXTIM0CNeOuNgYnocduUMQZMQ8mttPqF0idKoWbhRDqbaGEhaWEqzhRpHDRiSMcL68IXpyjUOeB6jYNDrsGD8Xfn+AADZI8jKxP5mNBj0OmR2dRbCbChLSkKip1pIKfYHpg1MQs6IZLvSIQvGpUj+ojTodejfriVx3w9Hf/fpdSbF/mWv8T72T41ZqFxm4rKfS1HPAk8NSNScthqNOWrA8BVDPHT2MjKSWijeHoNeh35JEdhZQk53BbzLOnHM7uDTFlFTwUopMJrM+OGIcxHfpwe11cwszhu4tOfsNUXEQHtfx9kZTWZLXBjLoldChN9ek2kDkjAqNVr27KquMXpsPPI7cZ8vrzNf3KM3mbF5heXW+5q5Y3D62gBxzEwEgGX5pZjSz7m+o5qhnqMGjEGvw9zhzt6TRRvEKU/Lwc1bwtlFZy571y7b7I4fj5EH0L4qzP7wBr602iUqKjQsNwM6tORV/fSlBy2vsBx9c7di5sr9eGbVAWTk+vdSixLZVeN7tuHdt2Yvf0yj3PDF/nmaGWs0mTF39V2Dn2V9Xy5FicxEpaDGUQMnpY3eaZuv0ps/+qkEv54WfoCkNNxaNWtM3L6z5KJfvaD4lpXYBrSkJBTPNifTN0HZfLXffP2C0zoGvQ69E8mxTP/dd9Znv21chLMB7k1m7I9HnSd3LIAtPJM+JRDKTFSL1pRYqHHUwFGLDL3RZHZyxZKQ0nC7X6B0hD+9oLhlJdLDriadHzkRimfrFtNcuYbYwOfR0+IsW238QcB75Iv7Pa+wHGOXFjhtH9cjxmPD/PxVcljAhSs3PTqfFPDpGzGQNvheCahx1MBRiwz9rzyy+o5IabgJpf/62wtqYnoc1s7o6zRwNZSgbKEyIYfOXFauITYIFViWSv9HTRysqMayn0sUKewcE85/Tyt9vx+sqLYLxLbFG9FdvsndkE6tPDqfFHCJL454YwT6ChqQTVGFDD0jwucqh+E2MT0Otbfq8RIhzVdrbmBXFFdetfubYaCp1FpP4Zav+Fi08ThGdVe+bI5QgeXmOmn0f9TC7K8O2JXqGd8jBu9M6C7b94nJfFWCvMJyzF3Nf+95kwzAFxbAt10pBnRoCQb2IX5f7z+H54dpS1OMeo4oAHwvQx8bzv+9b/0hxeOK3XzYpr/e37k10RV8pto/ltUAcnwLw94JVPZzXNV58tXSopDnyJ8U2g9WVDvVMFy976ysHqRvCeKuHEpday51XwhvMmP5vO2+9niT4vu0uHwvynM0a9Yst0/8t7/9DRERwtL9FHVhNJlRWlWDxMgwVc2i61lIKi1AKsKaPSLZKcvCVx4FOSAZCPXwbWqzUnBxEEJJQaHBys8T+e75pwYk+tU12VJ8nrh9a/F5WRSiXRWvVupau6oTCcAr0d3L1+uI209fEq4zJzckiRgtLt+LMo7ee+89ZGRkIDhYnKt3x44dmDlzJjWONISvq7YLzaKlrJzOeVBshdjmrTmMienOAZy+1r+REr5lBq0NWJ5g0OuQnZksGPA/ZkkBFoxX9p7n0xlrERaiWBuUICiQbAEEBcpjpJRW1Qimx68rMipStkNMqAAnuuvJGNM8NIi4/a0fTiCySYjP9I7yT1xwuqfHpGlvkik65mjt2rVo1UpcoFfTpk09bhBFeUgGQ86aIskMEjEIeY6kNFL4iu2uJNR0C2D8x3jgE7w8f+WG5gYtT5g2MAlGkxmfFZwm7meh/D2ff+IC8SXuTx5LAEiMbMKzXZ64ID6jk2P5HUFCuX/fnvHhLj2W3nhUuJJIpPNLOaF0B76lxDX7zvpnzNGKFSug1zvr4fDx0UcfoXVr/jRpirogLrmwwIqdzhWV5YIvBRSQ1iVLki7gKy3xRH//UZDewxOfsPUYecnDH5k/qiuxjAqHkmVj+DSOAG3GZwjBGQm2SF1XzRbHDFxHuOVkuTHodRjXI4Z3PwPvEiK4zDBSL311D/HpibEAVuwoU7g13iHKOHr88ccREiLe1ZuVlYWwMHVkC1BcwycSuDy/VDGtH75Ua6kz1BwHzgAAAwlByQyAKf0TJPlONXAPT/HZ97ed9CvBS1cM6igcgK6Up1AoSFyL8RlCOD7bDOSpq2bLxPQ47MgejNfHdCHuVyLuyGgyY+3+s4LHeJsQMTE9DtMHJTlt99U9JOQNXPbzKU1px3l1h1y7dg1Xrlyx+0fRHga9DlP7O9e9UWqGRcykArAkK02WYoUT0+MwJ7MjGMbSx23HnQ0zDxX9VUtqbDjGE2axDUklW0z2kFLwTUgC4F/yCnzPthJZkga9DuUXyePX9dp62b/fVZYkC0tdNW8wmsxYur3EabuvVN8B/hhzrWnHuW0clZaWYuTIkQgLC4Ner0d4eDjCw8PRvHlzhIf7T/ppQ+PP/RN9JhBIGkRYABFhIbI84EaTGQs3FLusaeRPSxsA0CGKHAvob8s4fAiVEOFQ6ndw8mAywFP3tsXOnCE+LxwqJUJZknJjNJmx7GdyaMChs5dl/34+A9gWT+uqcZCK2QJAm+a+MYxcPWNa0o5zWwTyj3/8IwDg008/RevWrUVF5FPUD7d+PW/NYdxmWUWVspVO/XQ1owMssx9fpHfLhVrSm32Jq5T+ACgbgK8G8VW5If3m3mj7uIPQi3rBhmKMSpU36J0zgLkx1RFv6qpxSF3M1luEguHljDOTA7eNo0OHDmHv3r3o2LGjHO1RjKVLl+Ktt96C0WhEly5d8N577+Hee+/1dbN8iq8Ga24QyV5tcb97G6joClfZLIBlMB+7tEBxSQO5cJXerMQyg6/hJgB8isW+yBDjvo8r2OmPBpITCs2nhYxhlrUsaY3sJu/vbTum7jx5AUu2lYCFxRDPHe993FUvnlhCX4mIcmN5zuoi2I4onDyMlu5vt6eL6enpqKhwTnvWEnl5eXjuuefw4osvYv/+/bj33nuRmZmJ8vKGE5jqCKcYDcAnStl7Su8KprEA1uw7I1scjKtsFg5OA8kf4nGEXPz+FgAsBFfagMTXB85h9lcHlGwO8grL0W/BVmQt241+C7b6XXA8yXvDafvIjUGvw5P3OsdS2rZDCQx6Hcov1WDp9hLr5G9uZrIkky4hiQ5fYvvTPjUgETuztbdc7LbnaPny5fjLX/6Cs2fPomvXrggKshei6tatm2SNk4t3330XU6dOxRNPPAHAInL5ww8/4MMPP0Rubq7o89TU1CAwkF+80JfcunULAHD9+nU0aiR8mVfvN2L+uuNWAcj5IztifJpBiWYCAIrOmpzKC+wurUZG7la89qD4trjT5wc7t0CvNr2x/XgV/r7xJO9xt1kWxWcuolkj9bqDxfS7WSPgr0Pa4p0tp5z2PTckEc0a1aOmxrfKuu7gzrW25dgZcowGx+p9Z/Fw91ZIiREvXeIplVduEPXFerUJQxRPfSxP++0rqq9cI27/bn85ukWJqwHmTZ8n9miNZTtKiYZQp1YhitzzjteZBbBwYzHu79Cc9zoD4vq948TvxO0FJ35Huwjl6/NVXrlhXQHgWJZfiolprVHTyLV3Won7W+w1d/vbL1y4gJKSEkyZMsW6jWEYsCwLhmFw+za/mJ8aqK2txd69e5GdnW23fejQoSgoKCB+5ubNm7h586b1by4rr23btqqNudLpdPj000/Rtm1bmM38no+AJhFoMflDMAEWJ2I9C7z07VFMHzcI9dfI2jhS03TYc9B17Efc505bxPbZlqA2XRA+bj7vfra+Hg8N7qPYb+EJYvvN19e/TX8Mc88ela+BMuDJtQac73cSDz6Vjet7/idFMwUhXY96FugxYBjqeK6Hp/32FbruI9F0wGSn7f/ZU4H3pz8k23Nt9/m0h9Ck/2N2YzVbX4/U1FTZn+uAJhEIaZfh9BvUs0CfP+WgZucXvJ8V0+9GrdoifOIC+76xLOZO/QNmn3eeCMlNcPsMNM+0LzfGAug57GHUnvzF5eeVuL/54rQcYVixR96hc+fO6NSpE+bMmUMMyI6Pj3fndIpz7tw5xMTEYOfOnejbt691+5tvvonPP/8cx48fd/rM/Pnz8eqrrzptX7lyJUJDtb0c8ZuJwQdHnb1fMzvfRnu9/H7nyzeBV/YFQigQQc62XL4JzN8XCJbn+/u2uo2JSf6R2E/qKwMW83vcRnP/qlghyDdlAdhq5DeOHk64jf4G39z7/nY9Tl8F3j1Mfr6VGmP4xrghhnqMTpAv1m7X7wzyTgXced64BTVbWLwqwbX+4rcAFFYxd87PIj2SxaPtfRNDuL+KwWe/Of/Wk9vfRlqkOsbR69evIysrCyaTCc2aNeM9zm3P0enTp/Htt9+iXbt2XjXQ1zgadZzni0ROTo5d8d0rV64gNjYW/fv3F/xxfcmtW7ewY8cO9O/fX9A92enKTSw9VmgXnBzAAKMG90HrZvKP0HtOXwb2Hebdz0B8W8T22ZH6qEq8tv6k03ILA2D+w8r8Dt7gTr/royrx9w0nrUuoL2W2x5hUftVoteLptQaAyHNXsfXzg7z7nxypzDVfc7ASDO7edwyAl0cIXw9v+u0riuqOYfPxi3bb3BljvO1z2S9ngKNlTtu3GQOQPa63LNf69ys38delhTZjCundwiAmuTvS45sTzyG234MGAYfPXUX+yYtoERaCQe0jfDZmdbpyE5//Vug0lmYNVeZai0GsHqPb3z5kyBAcPHhQs8ZRZGQkAgMDUVlZabf9/PnzvCVPQkJCiArher1etcZRXZ2lYnOzZs2c4sJs0ethl27KpfB3iBVXR89bWoXzz3AYAAvGp4hui9g+OzJlgB7DU+OwYkcZlu84ZVd8V6nfwRvc6feUAXr0SGyFwrJqpCeEK1KAUw48vdZcgWUS7t5v3mA0mfH3DfYGOcMAw1PjoBdIhvC0375k2ZQ+eGtjsTUg2d0xxps+G01mvLetjLiPBfC/Qxcxb2Qnt84phiNVVS7lQgIZBl3iW/Feb3f6feaECcsKzqCeBXI3lyA7MxnTBjgrZ8uNXm95hmzjjhgA+ytvYKKI663E/S02FMZt4+ihhx7CX//6VxQVFSElJcWpA6NGjXL3lIoSHByMnj17YvPmzRg7dqx1++bNmzF69Ggftsx3+FJvha/g7P8b0g6P9I5TVE5g3shOmNI/wa91Z/IKy+0GrpwRvhlEfYFjgWWOxzPiMbyrQdFrzlfPUKoCy2rjheHJeDQjXvFny5Uo4fIdpzClf4Lk7SHJhTAMwLAWEUwpdeQc72uWBXLXFwOspeCy0gzo0BIMczcbkIXvCuF6g9vG0V/+8hcAwGuvvea0TwsB2QAwa9YsPPbYY+jVqxcyMjLw8ccfo7y83Nq3hohBr/PJjWuuvUXc3i1W75P2+Op3UAKufIbtyyJ3fTGuXK/DC8OTfdYupeAT//z3rtP4y6AkRa+70sKnasAXz5ZQrS9APoPUUQAykGEwJ7MjYprrANaiQyTVd/Ld1ws3FPtEu4vUHk6FX0tjq9vGUX299sXiJk6ciIsXL+K1116D0WhE165dsX79etUHk/sjByouE7cfrDDhvk6+i4UxmsworapBYmSYph5oIX4tu0ScRS/ZXoJmoUF+70FKjAyzm9FycOUslLzOpJenP9VU0xJyGaQT0+OQHNUUhWXVqK6pxcINxXZL9lLp/qjpvuba4w+GvzYi+mRg+vTpmD59uq+b0eBpxaPz0cqHQdBcXIocA5kYDlZUY0/ZJdyTECFpTJDQWnvuevnLKfgag16H7Mxky5KDDQHwTfkU25enluO/XCHX/SwGTnncF9iOI7Zw4rJSLTPx3de+NEim9k/EJztKUc9Ku4SoJKJGhPfffx83bohX3PzXv/6Fq1evetwoSsPh/k7kIPj7eLbLidFkxveHzmHuanthPiVVsmd/dQCjlxTgjXXFGL2kQFLF5p4u6hppqWK2p0wbkISczGS7ga8ellIxSqtT5xWWY+zSAry+7phPvl8J5LyfxcCVEBFi8dbfJP9evvg2DqmLPTve174ySPIKy9E3dyuW/WwxjJ4akIgd2YM1p44NiDSO/vrXv7pl7MyZMwcXLlzwuFEU38KVElHCIMg/ccFp8FooQc0hd+HKOMxcud9pn1JV6w9WVDspha/edxYHK6QxWgx6HXIy+WOLVKpnKjnTBiZh7Yy+dv1V2gh2fHn6U6kaDrnvZzG4KiECAKt2V0j+u4spbi21t3LawCTszBmCVU/28YlBQoppXJZfivNXbij2PpESUctqLMvivvvuE607oAXlVgoZJZeUSA8TA0u2g5K4muUpVa19TxlZrffXsmrJliNGdY9G7oZi4r424dpye3tDTe1tpxgNJYNG/SVoVYgfj5FLW7y/5SQ+mZyuWDum9E/Esp9LebPWWEgfmyOmuLUcxZ59mVBCimlkAYxeYqk84YsQBW8QZe288sorbp109OjRiIggVwumqBe+2axcKZh7TzvXuWKhTLVsW1zN8h7pHavIgHMPT4XtXhJW2BaKwZBjsFYrYcGBThXblYzR4MvSvF5bp8j3K0GrpuR4wi3F52E0mRWV6cge4RyTw8FA+smPY8C9I1oMUHaFK/0gud8nUiOLcUTRJivuBNDZIudslq9yTfX1Wsm/SwhXs7y+bSMVaUdqbDjG94ixW4oY3yNG0iBWLgbDsasBjDLeMTXAeUcdDSMlYzRO8RipSizfKsX9nVvjpW+OEPcp7SGbNiAJR89dwTcHzjntmyTT5GdAh5Z475FU/HLqElbuLr8rishAlnvN1xm2PePDiWOLLVryjjbYbDWKPUaTGct+LnXaLudLs1dCBPFheunrIwgKDFDM/WrQ6zD1juvdEQYWTRKleGdCd/wpIx6/llWjlwwZTAa9jqhgmztO+TgvX0BaQg1ggDXTMxTNpFLCS+hrDHodcggeG6WWqR3JzkwmGkfPDGkv+XfxZaoBFiFIqUMHfJ1hC9wdW4RCFOTw0smF8vmrFFXCpyT7RP+2sr00uYfJuRyj8sGpfdqSX1Z/yoiX3WhwDIBPjQ3H1Hvbyvaynpgeh+Fd72pIsQD2lMpbnVwt8ClTF5ZVK3q/cV5CW6T2EqoBLovK9hlnYUnE8AWOY40cOQiuYhg5/SG5vs+Xwf0T0+OwM3sInh/agbh/+mBlxVa9gRpHFAB3l5ZsCQAwpX+CrN97xVyH+BbOD4tSGWIcfMsccRHyznK4LLmsZbvRb8FWRdK5D1ZUY8Nh+9qCSmcR+QrSfQ4Ar687ptjvz/HOhO74ZkZfvDSyE76Z0RfvTOiu2Hcryaju0XaZgb6Y/ADkCSAXjC319wjFMEodbyQU3O8L8k9cwLubTzhtH9E1Ci8M044SPzWOKADuBhAG3hnFAhkGuTKn1Hd/9Qe8sb4YZRedB0mlAxb5ljma6eRbefbVjE8oK87fcbzPbfHFjFtuL6EaUMvLm88wPnTmsiLfw5EqcWkk0vf5KuCb5DVjAHzyeE8sfbSn4u3xBq+No9u3b+PAgQOorvb/gdXfmZgehx3ZgxXRyZj+7724bCZn7PhCwKy4kqzj9cL/imQTrvPVS6MtT72pikv+EwwsxMT0OKyZnkHcp/RLW0lNMV+hlpe3Qa/DXILO16KNxyX9/YUMcADYV35ZUi8taWLrK0Vq0pjGAtitwWV7t42j5557Dp988gkAi2E0cOBA9OjRA7Gxsdi+fbvU7aMojEGvQ0ZSC1kfLKPJjPVHKon7WjUNVlzAjJvt8CHXkpOvXhq6YLI37P92nfbrl7QtFdX8/VSqlIgvllSVhsugmpuZrIqXd0qM3mmbHAYxN9F8tDd5HJPaS6vkxFYIPq/Z8vxSzY0tbq8Z/O9//8Ojjz4KAPjuu+9QWlqK4uJi/N///R9efPFF7Ny5U/JGUpSBG8jCggNRU3tbtpRQIa2d81eVTeMHxKnZSinEyEGs3D28o/X3kevlobZClb7gUs1N3n1K6D05CqBqTQNGDI4ZVHOHJ6Nbm+ZIiAz1WR+VLIpq0OvwcK82+GK3s9ErR1aiLwUgbcnsGoV1RfaTXy2OLW4bR1VVVYiKsmS6rF+/Hg8//DA6dOiAqVOn4v3335e8gRRlIKWeypUS6kpXSOmHSIyarVwp1hPT4zCgQ0uUVV3HobOXZavcbYsaC1UqTXHlNeJ2pVKNP93hrNgspwaM0ho4pHi6RRuPY0f2YJ+/IJ/on4jlP5eiHpalkznDO8r2m9fU3kZKdDMUnbti3d4jrrlfxpgJyRdocWxx23/cunVrHD16FLdv38bGjRtx//33AwCuX7+OwMBAyRtIkR++1NN6FshZUyS5O5TzmPDdfFIHSLrCVYwAALRqRlb7lYqqazeshhEgf3CwWgpV+gKjyYwv95CXsLIzkxWRblhO0hSDPIaZ7fJd39yt+OinEsm/wxG1BGHbwv0OH9uUEqkHsGBDseRLmra/ua1hBAAHK0yyPNdGkxnfHTyL7w+dU3wJS0i+QKtji9ueoylTpmDChAkwGAxgGAYPPPAAAGD37t1ITtZOmh7lLkLLSvUssGJnKeaN6Czpd05Mj0Nkk2BM/Xyv076FG4oxqnu0og8T58F54/uj+L7IOR5Krhm90GxLbjXZaQOTMKp7NMqqrvt0qUNp+O73+zq1xKju0bJ/P6lsDiBPmRrHlxYLWGrrMRYDWS7UVh6F9DtwsACyVxdJtqTpSudIjuc6r7DcSdh1wXjlhCD5nqmXRnbCiG4GTY4tbnuO5s+fj+XLl+Opp57Czp07ERISAgAIDAxEdna25A2kyI+r1NNlMgTT5RWWEw0jQHqRNHdwXCsH5FMJdzWIKuGKViIAX23w3e9bjl1QJDCarzyOHGVq+F5aCzcUy+pd4NMNW7v/LHG73LiKK2QB/HiUXChX6u+S+rkmFfBmIY/Xn4+wYPKqUa+EcM2OLR6lZfzhD3/AX//6V7Rp08a67fHHH8fo0aMlaxhFOVwtc0ktlMY9zHz4SmJeaZVwoUE0QKb6SxTfah3lFZbj5a/J9cbkKFPD1dJzpJ6VdwLCpxu27lClT7KWXE0AAeClb45IYhgLfZccS0x845bc19iWmtrbxO1aLmYtalnNnUDrZ5991uPGUHzHxPQ4lF+8jiXbneMRpI6F+LXskmBxwicHJPrEKOCb/YzsFkXc7i1CgeA8NXklx9fFKn0Ft4y67pARr687ZrdPruVMzlNIurRylLEAbILvNygbfJ8aG45720fi59+q7LZzEy2l7zXHzFA+5kqwvMaXhSpXpl4ij26ZkpNMtS2jSoEo4+gf//iHqJMxDEONI41iNJnxISFQkwEkV8pmBAKfGQBT+iVK9l3uwDf7qbhkliW7RGjA5kosyJnarYZilb7EoNdhZDcD3lx/TJHUbiFPoZxGw7SBSbh6ow5LtpeAZZULkF30h27IyN1qt82XWUsT0+OQHNUUo5cUCB635djveLRPgtffxWWhKhHPRyrgrdD8CgBwoOIycfuhChPu6yTP5FJuRBlHpaXOmRUU/4Jv4P4gKw0ju0kbpNozPpz4MAO+8xoB/J6cZ1btR03tLVkMB194MAD+0iX+pLMjBoNeh+Fdo7DeJtZsTJo8yQBCnkI5Z/l5heVYescwAoAJ6W0krwpPwqDXYeF4ew+Kr5eKhcQ/OU5d4NdhcweldIf4ltUA5bx0rZqSs3lbNguR/bvlgtZWowDgLzzbJlz6B8ug1yF7BDmzsUUT3z1MBr0Oc4c7t4sFkLNavuBGzoNBqhgu1wtTjanWvuCjn0rsDCMA+Hq/PKnQgrF9Mq2rcfF9ttd61Z4K9M1VRpGbU25ekpWG9x5JVcQoE4IVsV7dtiV5mUqt8MU4ySUNQeL+zq2dtjEA7uvkvF0reFRV88yZM/j2229RXl6O2lr7zIt3331XkoZRlIW0xFMPYOzSAlmWW0alRuPoORO+OWC0275ow3GMSlU2jd+WlDbO5QUAHym8yhWIAmWVgtWK0WTGAodYHEBej93E9DiEhTTCzJX77bazrDz3F59sgBLLthz5Jy6oZvm2V0IEr9eaQ2svdG7szl5TZPUOyhEO4aoNC8enWK8zA2U0w+TEbeNoy5YtGDVqFBITE3H8+HF07doVZWVlYFkWPXr0kKONFIXg1uTHLCmQtaxBXmE55vJkq8mt7eMKvqUPBvLW3CK5xuV6YQLkoFFfL3koDd9yhFzSDRyxPN5YOe4vIU+JEs+a2pZvDXodFoxPcUp958i6J06TzwC3PL/vdDUu1dQiPCwYPeOVVeGemB6Hy+Y6LNhQDJYFFm4sRvPQIM3GMbr9NObk5GD27Nk4fPgwGjdujNWrV6OiogIDBw7Eww8/LEcbKQqy7pCRWNZg32lpCiUaTWZewwjwvfeCMxocY8ZZWLxoci1FFJ01OW2T+7dQS7FKX8G3HDG8a5SsL8jvDxmJ2+VIe46L4L9/5L6/jCYzvj90TnXLtxPT4/D1jL7EfV8Wlkv6jBtNZhSUVCkiX2DQ63Dt5i288u0RzFy5X/FixkaTGQvvGEaA/LIYcuO2cXTs2DE8/vjjAIBGjRrBbDajSZMmeO2117Bw4ULJG0hRDqPJjI8JZQ0AYObK/ZI8aP/bW8G7Ty3ei4npcSjIHoLXx3Sx2y7Xw84NKo4M7dJa9t+iIYpAcvDFmP1w+HfZBnSjyYxPdihXOmQdjyHGQF4dLa58xhvrnO9rX0+AAKC48iqv/pNUz7htCRElDBU+L51Sxom/xTG6bRyFhYXh5k1LRevo6GiUlNxN/66qquL7GEUD7BXwDnExCt4+aEfOXuHdt2Z6hmq8Fwa9Dm1bNnHaLsfDzpcp+MNh3wjmNSRIMWZyDuh81/oJGbI0jSYzlvFMdhgGsgVHq73OlpDeFCDN9T9YUY1shQ0VXxsnYcGBTh53NRjCnuJ2zFGfPn2wc+dOdO7cGSNHjsTs2bNRVFSENWvWoE+fPnK0kaIQrjI5pIhRSInRY+MRsky/2tRUlVrqSowMA8M4Cz8qEQTeUEUgOZQOTOcUq20vtVzaXkIp3px6spLK72qps7ViR6lgeQ9vvXiOdc445I7xIt1bShknnGYa6/Ac+doQ9ga3jaN3330X165dA2Cps3bt2jXk5eWhXbt2osUiKerEVSaHFA9ao0Cys1LuIFh3MJrM2Hu6GrnrnZcE5gzvKPnDblUxXq+sirGtCCTDWLJL5CxGqkb8OTBdSFdJzudNzXW2hLxpHKO6e27AuVJBl/N5zj9xwen7lLiXSZ7CAFhWAuQQz1UKt42jtm3bWv8/NDQUS5culbRBFN/hKpPDW8OAL3WagSW919cDJ2BvMJDo1qa5LN87bUASwMKS6QH5a6s5VSlnYTHOWIuickOCy9IsLKtGekK4rAM6MSsR8nhxSCnegOV5mytjmjWf0vy6IqPPX5ZC3jSObw4YkZFU7tESvysVdLkgGWVyLp3aQupzPdS3EuAuVASSYsfE9Dgszkoj7vPWMOCrqfba6C6qiDUSipUA5BdVax4aZP1/uWur+apauxrJKyzHmCUFeH3dMYxZIl9GIkDOkJPTQ8glFyzJSsOY7tFWz/DCDcWy9ZPPc7Qsv9Tn95aYArTexFfy9Z1jb5k0Wb+OEA0UhQrP8gkIyyl9ogRutz4gIACBgYG8/yjap2d8uCwD+OXr5CKEAqXWFEVo1gfIEzTL4TjzkyoAng8uzskRLs6pocApSNv+7tkyq6HnjkuxPl9yewi57+wRH45vD55z0i+To5/ll8j3D+ch8yUGvQ5T+7uO7/I0kJnPa8Yh11intNFti1X+xGYbJyCspJSA1LhtHK1duxZr1qyx/svLy0N2djYMBgM+/vhjOdpIURjuZg+88yRLFYdh6xmx264L9uq8UiE0qwxg5C2Iq3SmiUGvw/RB5OWznScvELf7IyRvJgtgzb4zsn4vy9r/V25IQchy3V9ChaXVEFf45/6JLsXnPTUsis44J3FwMAB6yCTMKNeYLZY9pc7PkdZ1jtyOORo9erTTtj/84Q/o0qUL8vLyMHXqVEkaRvEtclSV5gv4PquSh4dUQgW4W/JAzoHGF+U8+rWLxJJtJU7bl24vwR/7xKsiBkxu+F7kb/1wAqcu1OCdCd0l/T4+D6GcitFC+mVyLH3wFZZmYAka9vUSukGvw6TecVi5m9+rMSfT/fhKo8mMhRudYyqVQo4xWwwHK6qxet9Z4j5fVzzwBsmejN69e+PHH3+U6nQUFWDQ65AQGYrSqhpJrP/8ExeIMUeLNhxXzeyCU41+asBdL5ESs3tfzPz4ZrlKxSqoAe5FTmL1vrPYcqySZ69n+EKLprSKv8q8HEGzXGKH4+8q91KxOyRHOWuY2dKmufvPnatleSWWFX0h6vr1frJhBKgrC9ldPCo864jZbMbixYvRpk0bKU5HUQm2mVveFozkYjtIqHF2sdxmpq1UkU4lZ35Cs1wtC7e5C/ci5ytpM/XzvVg4XrpCqaSAXbl/b5L+DSDvi4uvwK4anvW8wnLM//ao4DEzV+7HtZu33LruQtIJgD8/V/yLlHJmRcqN256j8PBwREREWP+Fh4ejadOm+PTTT/HWW2/J0UaKD5Baip4vUw1Q36DBN7v/ck+57LNepWZ+fLNcJQKE1YardGcpy0mMWVJgt00JLRqDXodxPWKcvlfupWK5Eju8wVVGKocnXi6+cjSAfz9XY9Kiidsf7xOvad00tz1H//jHP+zW6QMCAtCyZUv07t0b4eHaFXyi2CPk/vfkAT/Nk8GilFCZO/Cl4/5zy0m8v+UkFkjoSbBFSbVqPm/C2ul9fa5FozSbjwovnUnh7XDMiuNQQovGaDJjjUNMCAv5v1eNApuulr5s8eS6k8rRAMD7j6ThwVSyEaF1UmPDMb5HjF3c0YiUKLw6pqsPW+U9bhtHkydPlqEZFLUhdYBw7S1ybMOUfgk+D9B0hC8VGbC8VHLWFEm+xDb/28P4rOA0AO+XMD2FYYBWzRor+p1qoOpareB+KZaf+MQH5SzjwbH3dDXxu/edrsbIbvIaKr4KEubD1dKXLZ4oWvONmz0T/HvC8c6E7vhTRjx+LatGL5mFVJVClHF06NAh0Sfs1q2bx42hqAepZ333JbfC+1tOOm3XuRBN8wVCqciA9C+0B9//GYfP3S3Iyy1hyhnjRFRqZi0idQ+mqseLpwR89yaHFHETvoj74eCrmbjz5EWM7CaPN8PRC+pro4jDcVwTNJTc1CTi+jy8axTWF931Ro5Ji1ZN/+UkNdY/jCIOUcZR9+7dwTCM9SETenncvi0sgkXRDlLO+lJjwzG4Y0tsO26vobN0WwkeVVnaOF8qModULzSjyYz/7a2wM4w45A5c5Vs6fGbVftTUuheIqnX4vGUMpKs3RyrNo1TZnF4JEcTtXxaW45n72kn+/VImcsiB7bgWGhyAsUsLiAYS68YkSKjs0Nr9Z/H8MOlrMlLkRVRAdmlpKU6dOoXS0lKsWbMGiYmJWLp0Kfbv34/9+/dj6dKlSEpKwurVq+VuL0VhpAoQzissx/bjzuKCLOST1PcU7kVGEoRkJNI8yissR78FW/HOpt+I++UuUsmn5MstG6oh3Vop+FLdP8hKk7TO3MT0OGRnkgN25cSg1+Gpe50FTOWQbCAlcuTIqDjuKdy4lhobblEsJxwjNozAVZB3PQus2Clc7FZKjCYzCkqqVPebaw1RnqP4+Hjr/z/88MN4//33MWLECOu2bt26ITY2Fi+99BLGjBkjeSMpvsebYGG+YFSOy2bhmA9fwBUj3XLsPIIbBUCvC0JEWDB6xHtfWVxMxszjfeX1pnHlQ0grLkrEwagJvjgRqdWMHeUTlJKIAIAp/ROx3EElW47MMb4ipCt2lGHeyE6SfpdUcJ6kFTvKsHzHKdSz7umMiQny/ji/FFP6yVd+iEPtXjst4XZAdlFRERITnWchiYmJOHpUWDuCoj2MJjNW7CjFsp9LrdXi3X3g+AJCOcJD1VE+xJa8wnKnJZAF46VZAnE1mHaNbob5o+TN9DDodcjOTEbuerLW0aGzl5GR1ELWNqgFpbKqpM4AdQeujzmri1APy5KBHH00194ibv/451OY0j9BtQa3Qa/DlP4JSGnTDCZzHfS6IN7lSEeEJhq2yB0A7zgJrWeBbBmSR0gcrKjGnrJLuCchwm/ijtw2jjp16oTXX38dn3zyCRo3tqzV37x5E6+//jo6dVLnzIDiGaR1dE+ChfkCQgF56w15imOJB+DOctNqaQYavoyZ8T2iMSLFgPs6RXl1frFMG5AEsEDuBmcDadGG4xiV2jACSYG73oO9ZdUAY4k7kxpflIhxhHX4r9ScElDjVrM38qP8EizYUGxn4IidCLqaaHDIrbRPmoSyrPxG2eyvDtil8Y/vESN52R1f4LZx9K9//QsPPfQQYmNjkZqaCgA4ePAgGIbB999/L3kDKb5BaOnH3dmu0Awse4T6FFT5PDtcxXpv28vnqfCF+7t5aBAx+FwNSsZK8+2Bc5YXJCxG+5P3JmJKf+mWQgx6Hcam2evBKJXJ5OhVYAFkS2Ts23IPz7MudwydN3z0UwlxgsDFS4n5jYQmGoCl/3Kn8/NNQuU0ykh11VbvO4s/ZcRr3oPktkL2Pffcg9LSUrzxxhvo1q0bUlJS8Oabb6K0tBT33HOPHG2k+AChpR9PZruk/MYZg5NUqaDKzfBJSDXAczXcVj3ZBzuyB2NAh5aKB1GSPGQcAVDvy0wOPsq3vCBtjYePfy5FvwVbkVfIX6DUHYwmM9Y61KH6ev85Ra45SaGeBbB4KzkhwFOKK68St0u1JC01RpMZC3gMGuBuvJQYpg1Mwq6cIfhgUhr+2DvOOuYFQJn+x0WQn9fYCPm+98djvxO3bz12XrbvVAqPaquFhobiqaeekrotFBXBt/TjSawCnwBe/3byKvR6ikGvw1yCm9xN2RNR32PQ63wWRClkALNQRwV1JRB6QdazFg9LclRTr2fCvow54pNfWbW7As8MaS/J93PGtiPfzFCv6jrf2GTLMjfipQx6HR5M1aFnQjj6tI1AwJ3AfiUMQ74MVDmKC3O0akqWwWjZLES271QKUcbRt99+i8zMTAQFBeHbb78VPHbUqFGSNIziW0hiaY+kx3mki6KGWAt3SYlxLgPAVdWWcqDzZRClkFqwkplUvqa0qkZw6YEFMGZJgddlY/i0pUKD3Xbguw2fdpeU9zSfsS3ny9lbxChms3AvbsdXkx2+vsiZXHF/59Z46ZsjdtsYAPd1ai3L9ymJqKdyzJgxqK6utv4/37+xY8fK1tA33ngDffv2RWhoKJo3b048pry8HA899BDCwsIQGRmJZ599FrW19mniRUVFGDhwIHQ6HWJiYvDaa68JBgw3ZCamx2HO8I5gYHngviwsx6c7St1eBuAMLe5mkytTRkqUepEJBVHKDXdd+OC8Gv5O0VmTy2Ok0H/yxcyew6DXIXuEs8aSlJMU0nK02idBjmMTH2JfEVIX7HYHvsK3izYcl+37DXodFtpowgUw6l1CdRdRI319fT1atWpl/X++f3KqY9fW1uLhhx/G008/Tdx/+/ZtjBw5EjU1NdixYwe+/PJLrF69GrNnz7Yec+XKFTzwwAOIjo5GYWEhFi9ejLfffhvvvvuubO3WMpwui61XY9nPpeib614chtFkxsnz18ByA6fU61MyUFFNHkzO8Gz3FF8EUdoiVHxUidIWvsZoMmOhQMyJLd6IJhpNZvzzR+f4HiWNh2kDkpCTmWwd9KWWLOAMjcA7S3hqKDQrhonpcXjknlje/XzB1CSxRaGlUyUgFb6V+/sHdGiJ9yel4YNJadiZPcRvluI9ijly5PLly7zeHKl49dVXAQCfffYZcf+mTZtw9OhRVFRUIDraUi/onXfeweTJk/HGG2+gWbNm+M9//oMbN27gs88+Q0hICLp27YoTJ07g3XffxaxZs1zW1Gpo8LnJ3VlycdQLApSpHeYtl2puErdLbbTwZfIpVahyxQ5+5V4paoqpHXeqtHtqLOYVlmPuaudYHAD4y8C2iv7G0wYmYVT3aNkKwaqt0KwYjCYzVu2p4N1PyqjlWzorOuPshVTSACZ5QeX8fn8WnXR7jWDhwoXIy8uz/v3www8jIiICMTExOHjwoKSNc4ddu3aha9euVsMIAIYNG4abN29i79691mMGDhyIkJAQu2POnTuHsrIypZuseoSytsTMRoSUsdW8ZJNXWI753zoLmjKwZH5InVXm+BMrZaMbTWYs+5lsHKk1k1BqhO5xWzwtG8MXpMzRKFD5CZlUJYGEzp8QGYrSqhpNlLBwFZR98ap9aAaxRMqaImw5VmmngM4xJ1OZump8XtA5w+X5fl8uISqB256jjz76CF988QUAYPPmzfjxxx+xceNGfPXVV3jhhRewadMmyRsphsrKSrRubR8EFh4ejuDgYFRWVlqPSUhIsDuG+0xlZSVR+RuwiFzevHnXk3DliqVQaF1dHerq6qTqgqRw7fKmfZGhjfD66M742zdHnWbXDIAYfbDg+XeXVAkWb3X1eXeRos9G0w1efaex3Q3WIpUBDPD66M54uGcbj78LAE5WXiHGHJX8fgWRoeIeT0/7TfpuAJiUHoPnhiSp9t4GpLnWgPA9DgCju0VhSHIrpMU1h0Hf2KPfWMgzFRHayK1zStVvOfnv3jPW31OK50TuPrfRhwgGZS/fcQqP9m4Dg96SmUW6pvUsMPXzvcTPd4lq4lHb3e03373WxeDZ93vyfbdZ1q2xyxEl7m+x53a7B0ajEbGxlvXZ77//HhMmTMDQoUORkJCA3r17u3Wu+fPnW5fL+CgsLESvXr1EnY+0LMayrN12x2O4mA+hJbXc3FxiOzdt2oTQUHXHZGzevNmrz4cBeK4L8O7hQNj7OFhs27oVzQUyNv/vBAOAFNjMYkJiPfbv3Ir9XrWOjDd9/s3EoJ51bvPDCbfxvwPnwN75DepZ4MWvj6Cu/JDgb+CKyzcBBoHW8wIAAxYlB37BxWPuncvdfp++Cliuj/11NZhPY/360+59OYHLN4ELNxi0bMx69RsJ4e39DVju8T+1Y/DZb87X/ZtDRvRodAb7K+DRvbrlLAOLg540vrDA2cNYv/6w2+eVot9ycPkmMH9foOTPCSBvnx+MZfBtOfk61bPAV+u3ob3e8q4gPbN34SRE7/791Y+7cTHG8/V4sf2WciwRw+FLAGn8+Gmn998n57W+fl3cioXbxlF4eDgqKioQGxuLjRs34vXXXwdgMTLcDcieOXMmHnnkEcFjHD09fERFRWH37t1226qrq1FXV2f1DkVFRVm9SBznz1vEqhy9Trbk5ORg1qxZ1r+vXLmC2NhYDB06FM2aNRPVPqWpq6vD5s2b8cADDyAoKMirc/1y6hJw+Fe7bSwYJHXvg96J5JgZo+kG/t+ufJ4zMpg+brB1JiYVUvTZaLqBpcfy7WZEAQzQ/540/LfskN2xrn4DsVQ2PYF//VRmrV33+ugubs20Pe036boCDHrc432f/rv3DF6V0HvgiJT3NwCkmW7g87fzCZ40Bs3b98CIru6XdDGabuCv7/A9A8DcYR2Q1Z/sreZD6n5LzS+nLoHd595Y4Qq5+/zfvWfw/S+WZXSS3AEADLq3L1Jtgp2D4s7weBudFsnxfUUgnp8wwO3xzpN+27bLk7HEHSp3lgHHTzhsZdCybWeM6Jvg0TmVuL+5lR9XuG0cjRs3DllZWWjfvj0uXryIzMxMAMCBAwfQrl07t84VGRmJyMhId5tAJCMjA2+88QaMRiMMBgMAi2cnJCQEPXv2tB4zb9481NbWIjg42HpMdHS0oBEWEhJiF6fEERQUpMoByhYp2ni08prTtgAASa2b8Z77jEk4PfrQ2auIi2zqVbv48KbPcZFBTqU9/jKoLU5W1TgNnIEMI/gbiGH6F3ux/vBdg314lyhk9XHvhcnhbr/bRTUj6k952yejyWz34qhngZe+OYbBnaIkj32Q6hmMiwzCpN5xWLnbOQuzUWCgR99xxmQSXFLrHtfC47ardexpF9XM6TlhGOGxQixy9NnxXuW7XGv2n0NMRBhKq2qQGBmGrD6J6BLTHGOWFLgUkaxngbOmWo/HO3f6ndUnEYM7RSkSEN+uNbk/Sa2aqvJa255bDG4HZP/jH//AzJkz0blzZ2zevBlNmjQBYFlumz59urunE015eTkOHDiA8vJy3L59GwcOHMCBAwdw7ZrlxT106FB07twZjz32GPbv348tW7bg+eefx5NPPmn17mRlZSEkJASTJ0/G4cOHsXbtWrz55ps0U00ALp3fEU5BmQ8+nSAONf/ctqU9hnVpjSXbSrB4a4mTYeRtmvJbPxTbGUYAsP5wJQ5WyK9xBMiXeu3rdGZPeWaI8+SOAdAm3LPfQyjYW+36P55y/soNZ2NBxTJyYrMVV+6pQN/crchatttaUiY1NhwLxqe4VCbxxbVmFfjRdcFk30posPqMdk9w23MUFBSE559/3mn7c889J0V7eHn55Zfx+eefW/9OS0sDAGzbtg2DBg1CYGAg1q1bh+nTp6Nfv37Q6XTIysrC22+/bf2MXq/H5s2bMWPGDPTq1Qvh4eGYNWuW3ZIZxR5P0/nzCvlTYxkAPWSoei4lBr0O56/ccDJeAOD1MV1wX6fWXhkRRpMZS7aVEPf9WlatWLkFx2r0seGWbLzEyDCP+6dFRXTgrqCdbUA+C2Ds0gKPUpQdVeY5AhjlMpiUJK+wHNmEzDw5lOWlQoxCNoet3hs39l02Cwf3BjDKCt4qmVqv1edcLB6FlP/73//GRx99hFOnTmHXrl2Ij4/He++9h8TERIwePVrqNgKw6BvxaRxxxMXF4fvvvxc8JiUlBfn5/HEAFHuEPEB8daGMJjNWCuiGaIU9ZZeI22/W1UviXeGjl0IaRxz5Jy44Zeh5M7A6GgVaEQMELMZixaXr+MDGcOWqs4eFNEJPN+tkDejQEv+c1B1ggWPGK1i6vQT1LLBwQzGa64J8ogljNJmty0NSXRNrEWOCkaHmF6ZBr0P/dpHI/63Krc/dZlks3vKb4DjHAFg7Xbm6cnwSA3LpyWn5OReD28bRhx9+iJdffhnPPfcc3njjDWsQdvPmzfHee+/JZhxRfANfyQOAv3K70IsfUPdM0pZ7eAQapTBe+GasI7pGKVqk03FA5fBWqFOLYoAAv0evHsDMlfvdMhodZ/EsS/Y+KPnbyOVZ4PMwM1B3qSCjyYyf3TSMAMtv58owWjA+RdFnmXQN6llgxc5SzBvRWZbv1OpzLga3Y44WL16MZcuW4cUXX0Rg4F2vQq9evVBUxC92RtEmQnETfArKLuONoI2yFKmx4RjfI8Zu2/geMZIMeI7xPgwswotLH+3p9bndQSjmwts4IbnFBuWAVOvOFrFCd6RZvON5lY7D4kRZbduU7WW9OI7EyDDefUIlanyNKwFIEgEMMNVFlqEvwqz4xurl+e7Xw3QHrYl+isVtz1Fpaak13seWkJAQ1NQIewwo2oN7iWfbuMwZWCT1+RSU1x0yujxv/okLmpCZf2dCd/wpIx6/llWjV0K4pDPBielxSI5qisKyaqRLfG6xJEaG8aYv83kGxSLH8o3ciClCzbecbIuYQF+lJwlCRY7FVpx3Fxbynt9b3Ik54qhngeBA134FOZe0SBj0OvRrF+nkCauHvJ56fy0h4rZxlJiYiAMHDiA+Pt5u+4YNG9C5szyuO4pv4VynW479jpLz19C2VRPc34msCyVUkoLDndpsaiA11mK4cIUmpXrZ2w4qDANkZ/IbnL6Ay0j0ZKDT6oDJV+vOFjExNKJeugpnbMpZ5FhoKV2pIsqeQIqbSY3VY1/5ZcHPLdlOTqawhStUrNQYZzSZsfOk8xKht5McV99JKiGilbFdCLeNoxdeeAEzZszAjRs3wLIs9uzZg1WrViE3NxfLly+Xo40UFZB/4gJe+vqIdeb58tdHsGC88wtPrJtazOxbTUj9snccVFgWyF1fDLCW4qBKIXS9PDViiYGhq4uQHNXUJ94xdzDodXjq3kR8zGPgiw06dXzpBsAyg7eFVfjlKWeRYz5jkK+ivZqwjZsJDQ7A2KUFkpxXac8gn7fyiQGJst1jQrIdWhnb+XDbOJoyZQpu3bqFOXPm4Pr168jKykJMTAz++c9/ulS7pmgTUgFZFha3cXJUU9TU3rZ6Uz7OPyXqnGrOYHHEsf9SzI74BrKFG4oxqnu0YgOLKw+HJwMdMTAUwJglBUSDWm0EN3JeMglggPcfSUPPBPHZarYv3R0nLzgFejOM8rF3TgKNsGgTeXu/kZbfAUtQshZekga9Dga9Dt8fOufWEpsQ3nhePYH0LAcwwJR+nonKiv1O0j2llbFdCI9S+Z988kk8+eSTqKqqQn19PVq1agUAOHv2LGJiYlx8mqI1+LwL9SwweolllhXAAE8PTML24/zCkMydjB2tpXx+uqOUN5jWGy0g7vewRe74AEf4tHg4PDFi+QwuFpYAYDW73D/6qcQujZ9j7vBkPJga7fb5uH5mLSMswyi83ER6jlkAY5YWYIEEy56cMbjvdDVYFm4Zkmogr7Ac2avFJRVl3ROH+BahyN3gLJBri5JxR75IrT9/5YbTNhbAtwfOKeoBlwO3s9VsiYyMRKtWrVBZWYlnnnnG7fIhFG1grr3l8ph6FlgqsA4/Y3ASCrKHYNWTfbAje7DqvQccRpMZywlLLN6u4xv0OmRnJjtt94VHbWJ6HOYM7+gUAuPp4MoN0sSynHcCgNWI0WTGAp6Xnacq2QDwa9kloh3ESVooBV82EysyA08MBr0OPeLDEdEk2OtzKYlVp0nk8av2lKN5aBByRiQLho5xcUdKYavuL/c4m1dYzls+ZeGGYs1nrok2ji5fvow//vGPaNmyJaKjo/H++++jvr4eL7/8Mtq2bYtffvkFn376qZxtbRBwQb9qubFmf3UAUz/fK+pYoYHlX9sty23+ktr9SO9Yr/sxKjUaWffEWgdXX3nUuBIxjv187oF2HqdhT0yPw2tjuhD3qTVAVyj+aubK/cgrdK67xofRZMb3h87hu4Nncfk6WUVZ6eUHzmglDfpSyQrkFZaj3wL7MhtaQGwZEQ4urGBUajS+ntGX10AK8MHSqRISGq6MSc4DrmVEL6vNmzcP+fn5ePzxx7Fx40b89a9/xcaNG3Hjxg1s2LABAwcOlLOdDQK1ZfgcrKjG6n1nJTmXVoP0+DJ8+rb1rmCy47V+sn9bTOmf4JPfh+/F8M6m3/Dupt88jhO6v1NrvGwTxA+oO0BXKP7KneB0bnnG1bt2+qAkxa83Jx/hOOOXIv5Jy5lLQtpsfPcE5xXKSGqBBeOd462YO2O42vvuCa6MSS3FlPIh2nO0bt06rFixAm+//Ta+/fZbsCyLDh06YOvWrdQwkgC+gcWXHiS+8hmeoNWHRY4MH9K1/mSHsPyBnAgtm7KwZJp5ch8a9DosGH/XUxEAdQfoOgpzOiLGu+LO8kzn6GYetNJ7WjVr7LxRonR+LRYcBoQrAQgZAZuOWgpFD+jQEosnpeGFYR0wpW8CXh/TBQXZQzQTPuAurooqaymmlA/RnqNz585ZdYzatm2Lxo0b44knnpCtYQ0NNaZE8pXPcBeliy9KjVM2hpf6NGq71gcqLgvudzdI3Fb8UWvlBWyDimeu3O9kMxw6cxkZSS14P+/O8oyvlhf5ArO9vf+0XIi06KyJd18AAwzq2BJbi52TTVbsLMOKnWXEzwQFBvitcUQK/p6T2RHdYppr4jkXg2jjqL6+HkFBQda/AwMDERbGLxlPcQ81Dixc+QzbpbUB7d0v0ljPAiXnr8FoMmvuoSG+SLzUp1HbtW7VlOBJcMCVUcDBJ2yppetu0OswspsOZy6bLdpTNizaeFxQakFIcdwRXy0vypV+bdDrMHd4MhZuKEY9tONBMJrMWCiQdVbPgmgYCaGlJUVP4SYSe8uqAQZuF2VWO6KNI5ZlMXnyZISEhAAAbty4gb/85S9OBtKaNWukbWEDQa0Vjh3LZ7Rq1hh9c7e67YX/+OdSLN9R6vM4KnchaofA+0w1R4HAOcM7+uxa39+5NV765ojgMa6MAkA9wpbewnm+dEHOUQe3WRZ7y6rxYCr5dzDodXhSQESSw1vvozeQ0q+lUOvOKyzHwo0Ww4hhgDmZHTXxrLsbjC0WX3v+lSD/xAVVxclKieiYo8cffxytWrWCXq+HXq/Ho48+iujoaOvf3D+K5yiZhukOqbHhmHpvW6u68RP3Jno0lqohjspdSGnpnLibN0xMj8OczI4ALMtWCzYU+yyzx6DXYeH4FN4YAkBc7IiQsKVWrrltttXL3xwlHvPsl8KZa1P6Jwr+lsBd76PS8KVfe9sekmG8aMNxTVx3ofgZb/CFyKeSqDFOVkpEe45WrFghZzsod+CUWtWI3ZIJgCHJLTEkuRWahwZj5sr9os6hxdnUgA4t7QQbPS2rYYvRZMYCmyUbFkD2at8JJNrGBl2vrcMTn++1e4GKrSfGJ2y55djveLRPgtTNlhTHwZ4PV0smroQ1Ad8sowoFi3ubcq62ODp3cPLkulmIlheVSlZIhZavuRi8EoGkNBycZoawrMP/7esjWPnLadHnkbMIolzIkYVDEgZkAcv6vY/g9FE6R+vxpI13MADiAur5hC0B4G9fH8Hsrw5I2l6pcWd5xdX1H9ChJV4Z1YnoYfVVgoJQ/1jWO28oF8dki5Y8J7ZCqNzkT4wzaXyPaHwzoy8WT+rutE9pkU+lIXncfB0nKyXUOKKIQmhgLTglPuVfziKIciHHwM/wBJ34MhYFuLus9PHPNiVT3GgTJ2xJYvW+szhYoU51bMC95RUhI5/7DV/+5ihZQPSeWJ8smZPuYw7OGyrpkoiGPCeOQqgsLM/i30eThUw5BndsjdTYcPRKiPBrQ4GEo/SFWuJkpYIaRypEbSrZgGfr8o6Hy10EUS7OX7lBjNHwhp7x4USDq0e87wQS+ZaVxMYScEbByj0VvC/hX33oGXOFVUFaxH0+NzOZ+BIQszT35e4KnzzbXLA4H954Q4XkAbQAsVgyC9y8VY+cEWRvKGDxAAP+byjwodY4WSnwqPAsRT4+yi/Bgg3FYFUW/c89/HNFFmacnBGPoEYB+GRHqV0mg9YGC6FilEJZS67gBBIdMz18+fsIeQddxRKQll1J9FKpOjYHF3u1YmcpPs53zjgLYCyG0bQB5Ow7MUtzShcXtmVK/0Qsv/NMOuKNp0Nt8hTuwqeO/vq6Y4KO0892nYahuQ7TBiZpTtNLKrh+llbV2P2tdajnSEV89FMJctcXW70Saov+T45qKvrYz3edxrKfS+2yV7SGK7Vjb5fAJqbHYe30vvjbyE5YO72vz41goWUXV7FiYoyCHnHNrRmPasag12HeiM7YlTMEWb3tlwgfSY/FqNRo3s+K8bD60mgQUgEfkyYs1eDOebXmORH6XVwNXQtssjGVqGumNrRaT88V1DhSCXwVwdUkv+9OORGSi11Nhp4YhF74DLxfAssrLMfYpQV4fd0xjF1a4PNBRWjZxVWsmBij4GCFSVPXHwC+3FNh9/fKPRXot2ArPsovIS59c0KItiVTMrtGqcpomJgehzXTM5yM+6/3n/Pq+mh9iYVr/7P3tXPrc1paPpSSgxXVeHfzccxd7Z/p/HRZTSXwVQT3RVVnPrwtJ6K1NE+hQqTeotYinaRlFzGxYvknLrj0Dmrt+vMZx/WcuCXsl76NJjPe3/IbVtkYVPUANh6uxKTesejbNhI9E9ShIlxTe9vpenlzfWxLxohRUlcrBr0OkU2C3fqMmsZopZj91QHeouRae875oJ4jlcA38+YL/PQFXDkRT9FSDAJgGSjHppH76+1sUa1FOq2ilzb3Yj0LLN7yG+9sUGyxVS29RIwmMy7V1LpM1OOM2o9+KkFG7lY7w4iDBbBydwWe/XK/1+KhUiFlGrbjsspHP5G9alogr7Ac878li3+SYFQQK6g0ByuqeQ0jQHvjPB/Uc6QSuJdS9uq7LxkGQHNdkNDHFOedCd0xIiUKUz/f69bn1LCc4C5Gkxlr9/MPAmLrjZFQcwDrgA4tndZFV+6pwKo9FVgw3jlBQKw+0BP922ri+juKnbriNssiV6A2F4davIPAXcPf9iU3rGtrt9tF8oByv4VtbT0tIFYEdObgJCRHNbNmlxr0OjvPma+vrdwIhVdocZzng3qOVMSADi3t/mYBZK8pUt0M7L5OUVg4/m7wotAL5PUxXTQbg+Dqpb9oo+flEdQcwMq3xMsCyCHcj2LijQIATOmfIFEL5UNs1p0t7khcqME7CJAN//VFlfjopxK3zuNKWDJ3fbHb5/QVYo38D7efQs+EcIzsZglg/yi/BH39MCCZD77wijHdozU5zvNBjSMVsfd0NVFPZ99p9WnDcMGLH0xKw+KsNMwY5Dw7ZADc16m1ZrM3XL30vX3RqTWAVShrrZ5Qg0so0wewDDJqWh4Wwt0ipFxqv1j7SC3eQanq4AndK56e01eI1XKzfe7VnmEsB6mx4RiREuW0/ZsD53zQGvmgxpGKKK26xrO9RuGWiCP/xAU8++V+zFy5H0sJs0MWPBXANYKrl74ULzo1pv4KlQHhixviy4ACLEHJCzf6rrCuO5BekHzvy+SoJtiZPQTTBiTx/l6OzMnsqIprnRgZRtzOaTCJxZWwpCfn9BWunndbQoMDNJFhLBeZXZ2NI1+XP5IaahypiAPll4nb627XK9sQEZCqcJNQsyKyGGy9OzmZyapcBpOagxXVuHazDsO6tLbbzkA4+LSi2sx7H2hlRu34ggxggEm9yR694spr+PagJf09QORI2i2muUQtlY/QYPdeC73bCmexqsVbJgbuef/byE6Cx1VcMmsiw1gu1Fr+SEpoQLZKMJrM2FJMzmRpEqK+yyR2+UHtishiMOh1Vg/PqO7Rfq2AK5SiywK4fL2OuE9ISZxDKym+tirZy/JLsXI3v8drwfpiLNxQLHop7tBZz4P4pWTFDmf1b47rteInY66uuxYnEQa9DiO7GfDm+mO81/XZL/djbmYyUepDK0vI3sCVP7Ltuq/LH0kN9RypBKGls/JL6nPRFp0xOW1znDSM7xGjCUVkd5ByGUxtNfRcpegClkykj/Ltl1CNJrNdliUfWvIgAMBy2+K7PLBwTwdr0QbPg/ilwmgy4+OfycaRO14PIQmHAABLstJUFUvnDpyYJx/1LLBwfTGeHph018sIIEdD2XneYNDrMM5B1mV4lyi/MgrV55JooOz8rYp3X1yEul4oXAVrR7JHJKNPYgR+LatGr4RwvzOMAEiWsmubLq6WGnpiFdAXbijGqNS7pSY+3cFvRATAEnOiNQ+Cu4HZYlGD92wvT4KHq2VTR4R+o7E9YjCyG3+ZFS2Q0kYvuL8ewJLtJZgxOAn927X0W28yCVK244bDlfgov8RvjENqHKkAo8mMJdv5010DVLaQyzcodoux1M7yR6MIkM6gUas6tlgFdC5jjdN3+URgiWZxVhoiwkI09+IQo44eAIvnyB0bSg3eM5YnMOy10V3cup+5TDXS2dbuO4vnh6kj+NxTwoIDwTCu60Iu2VaCZrogVSyXKoVQtqPtxEnL0GU1FeAqG01tcTtSqutqBT6DxpMlErWqY7dq1ljUcbbXWsh7EACgTbj6svHEwJe5FMgwyBmRjFVP9sFckRlq3BnU4j3rlRDhtATOALi/c2vS4R5RD2DFjjLJzqc0XN1DW8OIYfgzF7UiVyAVfBIOJKkPrUI9RyqAL60WADLaRqjOE8O9OOatOYzbLKuaQV9OhAwad/tNmnGrwbjkM9I7RTVF8e9Xwd7xmNleayHvQT2AsUsLVLFk6AlcYHZZ1XWEBgfgem291QNmNJnxx+W/iPIaLZ6UhhZN1OM9M+h1WDA+BTmri1APixGbO979Ehh82Vocy34+hSn9E1TRZ3cgKWUHAFg7vS8AYPSSAqfP2HpTGwKc3IejMrwaxjGpoMaRCjDodcjqHYuVu53rMj3aJ94HLXKN7YtDLYO+nEhZ7sOxvhYDqMK4JPUxAMCYtBirngvLWjLWCkqqkBgZhvNXbgi+IOtZIGd1kc+XDD2Fy1R0ZIVDcV4+AgDVFJu1xfH5BWC9pmLb6mrpkdO9eTBVXX13BWkiVA9LFl9GUgvkEIwCwLtyQlrDaDIjpY0eMwcnYen2EtSz6vGMSgU1jlRCRtsWROPI1Xq3L7F9cfh7bSGpvGWkDB+GcS4d4wtIfZyT2REL1hdb28vCpnaWyPNySyzzXGjHaAWjyYxlPNlejjxyT6yqnwcWLL49cA4LNxa7HUvneL+QUFm4pChcTYSmDUzC1Rt1+GCbfZzowo3FGNXdP+JthHCsPTh9UBL6t/e/gHRqHKkEvoy02Aj132xqzLySAym8Zb+WXXKelbLAip2lmDeis0Qt9RzHPgplorljt3+s0SUWR4wmM74/dE503/smRcraHk+xfWZtcTc5YGJ6HC6b6+wMaA6t6t6ImQj1bRfpZByp6TmWC1LtwSXbS9As1P8C0mlAtkqoqCYH853h2a4WpAxU1gLe6BzlFZbj/315gLhveX6pan4zro8AsFwgE42P2HByYPeWY7971S5fk1dYjn4LtuKNdc5LKiQYWCY3atKyAlxXn3cnOcBoMmPhBmfDCACyh2tXDNFV3UO+gGQ1PcdywJeAsWC9/wWkU8+RSqi+XuvWdrUgZaCyP+PqhcTVn1LTb1ZaVePRsm5FNbme3oUrN71ske9wdf1I3Ns+EmOXFqjOo+pKwykA4oUghc61cGMxmocGqaLPnsAXbwZY4gb5khDU9hxLCV/ykFbjy4SgniOVcPTcFeL25rpghVviGltl54aY1u8Jrl5IavzNxFYpF8uQTq2kO5nCeCIKueNklSo9qomRYYKxQE8MSBT9cg8LDuTdp6Y+S8nBimrM5SmZwsC/66oZ9DoM60x+ji+b1T2RdxdqHKkAo8mMVXucg7EBQOdmEUi54ZYWspbtRr8FW5F/4oK1xhDgfxkLUuHK0JgzXH2CeVzshRT2kVZLyXATgbDgQNGGIsMAT92bqEotK+BuGjYfLZqEiD5XTe1twf1q6bNU5BWWYwwhlZ9jZDf/KqHhSF5hOTYdPU/cFx6qvom8N9BlNRUgJAKppoGFFF/EFZ1kYZk1zRneUbNudDnhDA2+pZk24eocUL3JomMAPHtfOwxJbqVJw8gxK+eehHDsLiOX3rBl+qAkDO3cGst2lNotS6rJOzhtQBLAgpiSvmjDcdEqx6Qai7aoqc/ecrCiGtk8teQ4nry3rWLtURqhWnpaDb4XghpHKkBISE9N6tikpQXW4f8XbTzeINJZPWFiehxu3rqNl7856rRPbZINnDTDxWs33cpKs4UF0L5VU00aRqSsHDGGEWApJ/Hh9hKnazomTV3PxbSBSYgJ12Hmyv1228XGDB6sqLbqX9nCjWX+4EXmnoOiMyYs4Ak859Cqd1QsfEvLDIAFbtTk0wrUOFIBnGKt4zq22h42MfWmaDC2MKltmjttY2ARClQLjtIM3vDsl/tRU3tLc95EbwvPkj67Zr/66o31JMz2xcTN5BWW83pR1KYI7il8cgeO/LlfAkZ3j1bVWC0HpEk8A+DrGX39su/qCmhpwExMj0OOQxzAPYniCoEqBV+9KVsCGMvAahu0TbHA1WuyJQDAAg9KN8gFaelULHy1lrQYlCt1MDpg8Q7uOy3O+6QU3x4857SN5dnOYV1eIdwbgQyDngnhmqynZ4uY7EQGQE5mMl5+qItfGgdiEVuTUWtQ40glGE1mJxd19uoi1b1UJqbHYU5mR979czOTkX/igl3Qdl5huYItVCd8g+2yx3uqyqvijceE72NaDMrlJgJSo6blU9KYw7FgfTEOVpANOb57JADqKIMjBWKeAxbAgg3FDWZ8I9XSY6GuuFgpocaRSvi17BLxxtsrMs5BKTjRN0e4WdSo1OgGJQopFr7Bdurne1U1uJI8Jt4OEgyjzfTmAR1aSpKpx6G25VMhHSsWwJilBcR7k8+r9vTgJFUZ+t4g1nPIAshZo75JrBw0NNkWahyphF2nLhK3q602Ed9LfvGkNEwbmCQoCtkQsU0F50NNHkLHpdNAhsHczGSMTIny+Jxq8pa4g6uq8+6gtuVTwLUBwPJMbAx6HeYSpAD+tf2Uau5jbyE9B70TyYZtPeu/3hNb8k9ccBrb1ZZkICWaMI7KysowdepUJCYmQqfTISkpCa+88gpqa+1Fp8rLy/HQQw8hLCwMkZGRePbZZ52OKSoqwsCBA6HT6RATE4PXXnsNrI9Hb6PJjFWEorMM1JceyfeSL660iFg2tNmFELaaUGOXFiAlphnxOLW5prnSCR9MSsPEe2KxcGMx1hVVenVOtcXaiEGquKOXRnbCzpwhqvOqiIkh5JvYpMToRR+rVWxLiKyZnoE9PF78AI16Rt3BaDJbZVtsWbPvrN8YxI5owjgqLi5GfX09PvroIxw5cgT/+Mc/8K9//Qvz5s2zHnP79m2MHDkSNTU12LFjB7788kusXr0as2fPth5z5coVPPDAA4iOjkZhYSEWL16Mt99+G++++64vumWFb4b65L1tVWeV84m+Ld1eAqPJTJxx+UscgiNCQeekwObDZ8kq6AAQqjKxz/wTF/DMqv1YubucN/ais6Gp6PNp0Xtk0OswNi3Gq3MEMgxGdDOo9v6fmB6HNdMzeJcP+SY2pNpi/qgOzdUZrKm9zXsPP9FffeO01PC9o1gAK3aUKdwaZdBEKv/w4cMxfPhw699t27bF8ePH8eGHH+Ltt98GAGzatAlHjx5FRUUFoqOjAQDvvPMOJk+ejDfeeAPNmjXDf/7zH9y4cQOfffYZQkJC0LVrV5w4cQLvvvsuZs2aBcZHa1h8OkdT+if4oDXC8LWVcy0b9DpJqterEU7zJDEyDPknLtiluzvWzeLThEqJ0aPorLNw3vXaeplbLx4hsTdbjhqvAriraxPAAJPuicN/dtvHqagt1kYsRpMZa/eftdvGp0dGggEwJ1Ndqfsk8goriH1yO8BaZSEAUsInY8JAneO01AiFBSzfcQpT+ieo/j53F00YRyRMJhMiIu6muu/atQtdu3a1GkYAMGzYMNy8eRN79+7F4MGDsWvXLgwcOBAhISF2x+Tk5KCsrAyJiYnE77p58yZu3rxbNPPKFYsHoK6uDnV1dV73pa7ultM25s52T8/PfU6K9tkSGdoIc4a1x8IffrPbzgCI0Qdbvy8ytBEi45rJ0gY+5OozAPx37xn87ZujVmOIZe++JOtZS1BmRmI4DHpLWmsbfYjTYBrAAC3CgpzOHcDY/3buInW/T1ZecStjjQXwSHoMpg9MgkHfGF0MTfDi10etqulvjOmMyNBGkl4XOa81B+l3YAFMSo/BqsKzxM8Adw0oFsDCDcVoGhyAh3u2kaRNUvd72Y5SrCSULmIY4KuneiO1jZ74XcvzS5wTSFig5PcriAyV9rWixLV2RWRoI7w+ujNe/Oao1YMk173NoYZ+c1wRKIBezwKf5Jdg7nD+LGaxKNFnsedmWF8H3HhASUkJevTogXfeeQdPPPEEAOCpp55CWVkZNm3aZHdsSEgIPvvsM0yaNAlDhw5FQkICPv74Y+v+c+fOISYmBgUFBcjIyCB+3/z58/Hqq686bV+5ciVCQ713I/9mYvDBUWfLfGbn22ivV+fl2XKWwbflAbg7XWTxSNt6ZLRWZ3u94fJNYP6+QLAupsaO12vX7wzyTgWABQMGLO6Prsfmc7a/GQCweCC6Hg/Gq+d34+8vZ+44w4DF/B630TzE8vnSq5bjEpuyaC6+VJeqIP0OXD/3VjH4rjzgzj7L78KARUYrFgXnGYDwGbX9DkL39RBDPUYnkL2Zl28Cr+wLhOO9oNZ+Som/3Nvu4noMZPGqRq799evXkZWVBZPJhGbNyHGggI89R3xGhy2FhYXo1auX9e9z585h+PDhePjhh62GEQdpWYxlWbvtjsdwtqHQklpOTg5mzZpl/fvKlSuIjY3F0KFDBX9csRhNN7D0WL6Tl2HCiMFWT4S71NXVYfPmzXjggQcQFOTsrfCWNNMNfP+ObZsZfFUaiOnjBnjcZm+Rq8+/nLoEdt+vgseQrtcIANNNN1B+6TriIkKx4XAlNp874fBJBumpnTCib4LH7ZOj37tuHsDGI44FJvmfERYMmrfvgZqbt/CqjYft9dGdMUIir4ktct/fHEFx9h7D10d3wcM922Cw6QZ6FJ/Hq98XW18YLBj8coEwBoFBUvc+6C2BqKuU/Ra6r6ePykBqG+ega+5zIHxuav8EZA3z3nvgiFLXWm2ord/luuP4ZOdpnr3S3ONK9Jlb+XGFT42jmTNn4pFHHhE8JiEhwfr/586dw+DBg5GRkWHn/QGAqKgo7N69225bdXU16urq0Lp1a+sxlZX2WTfnz1teANwxJEJCQuyW4jiCgoIkuYBxkUHIHZeCeWsO4zbLWoOY4yLFB7zyIVUbHTljMjktOdSzwFlTrSTt9gap+9wuqplg2RQGlpgjUr/jIoOs2/sk3QLgaBwBvdtGStJeqfptNJnxA0/lbSGeyzsEwH658aVvjmFwJ/kqlct1f3Nk9UnE4E5RdvFzQmUl+O6RI5XX0L8D/xjjLlL0W+i+/sNHu5F1Tyyeua+907VrF9WMGHs19d4keQ1Vma+1WlFLv58YkIRPd54mxqcFMgySWjeTrJ1y9lnseX2aIhMZGYnk5GTBf40bW2biZ8+exaBBg9CjRw+sWLECAQH2Tc/IyMDhw4dhNBqt2zZt2oSQkBD07NnTekx+fr5dev+mTZsQHR1tZ4T5Ai5r5G8jO2HN9AzVpf060pBS9l2lPDOMuOr1fDL7apPfFxIHFIKLs7HFH9K7uYwlg14nqqwEiUUbjqsu5dnVfb1yTwX65opTuPfjWGzKHQx6HbIzk52MBn/NSFZX/jAP586dw6BBgxAbG4u3334bFy5cQGVlpZ0XaOjQoejcuTMee+wx7N+/H1u2bMHzzz+PJ5980rr0lZWVhZCQEEyePBmHDx/G2rVr8eabb/o0U42Dq7v1+rpjGMujTKsmGlLKPnBX8+TBFIPTPjEicEaTGSt3k13SatMAkrKumL8ZzJ6WV1Grkcjd13win44K0EaTGd8fOkdU8193yKg6A5AiHXmF5Vi4sRj1sEwIZw5Owqon+2BH9mDVT+Y9QRPZaps2bcLJkydx8uRJtGljH7/AxQwFBgZi3bp1mD59Ovr16wedToesrCxrqj8A6PV6bN68GTNmzECvXr0QHh6OWbNm2cUT+QKSJs68NYcxoENLVRsb/pqyL8S6IqPTNlcicK6qe6stJYIzfLllXg4GwKTesYhprsNbPzgvDzrCMP5Ta4uDlNIdAGDmkCS8v7WE93NqNxLXH+YX+axnLWWMCk6dxKrd5bxSBq+vO4Y31x9zkrWgaB/HdxTLWrTt/tgn3q+eb1s0YRxNnjwZkydPdnlcXFwcvv/+e8FjUlJSkJ+fL1HLpEGo5IbabzyDXqf6NkoFnxCakAicq2UYtWoATUyPQ3JUU4xZUmDtMwtg1Z4K0UI/DCtuuVFLOBqOnMd0QIeW+GBbCfE6q92rumJHqUsDfeaq/aLOxclaqH1iR3EP0juqngVW7CzFvBGdfdMomdGEceTvkGajap9pNkQ8Eet0tQyjRhV0jnWHjEQtG7HUA5ow8N1lQIeWeO+RVAQwDHrEh1v752g0zcnsiG4xzVXtVTWazFj2c6mk5/T3l2ZDhE8Ec3l+Kab0S1Tt/e0N1DhSAXyzUX+84fwNV6E5fIMKYFmOUau6rlQvTbWVRfEW2yVSW2V0o8mM2IhQrJmegeu19ao2iGyRsriuLf780myIGPQ6PJIe6yQY6q8TIIAaR6qhIcbvaA3Si8S2aCxXWsT22nGGb/aaIievy9geMaq9zmJfmgEAICBzsO5QJVJj1bds6Al8sYGXzXVYuKHYzmDKSGrh28aKRMh49wZ/fmk2RPIKyy1L6gT8bQLE4Z+90ii2KcMU9UGqiRbIMDh05jL6LdiKrGW70W+Bc+rzgA4tictRa/ert6I1qbAoAORkJttlKOaOT0HuuBReD9ryHadU20d3+bXsEjE2cMEdwwi4azBppc+c8S5Hsq6/vjQbGq5qLaqpLqSUUM8RhSICo8mMhRuKnbb/ZVBbS3qrQKZhaVUN8Zy2xXq1AMMAo7pHY1T3aOw7XY16lkWvhAgY9DocPHMZK3c7zyy11kc+8grLkb2myGl7AJy9LrdZFusOGTGym0ET/eaC7785cA6f7iyT7Lz++tJsaAjFTfpzbCw1jigUEfANEOGhwS4zDXeerCKek4GwBIAvIS4h3jF0yi/V2MXdPD0wiWgYAa5lDrSA0WRG9mryzHlY1yj8cKTS6R7QUlq7K6kJT/Dnl2ZDIyzYue4nx5zMjpqYAHgC9XtSKCLgGyC2FP8uqBRuNJmxdBtZ/+bJAeoNWOVTQL9eW4fs1fZxN0u2k/vHlVVRax/Fsvd0Ne+SwqYjv2OuzVKjLVpYYvNU8VsImlDiX9TU3ubdF+PH15gaRxSKCPgGiF0ll/D0wCRepXChwOaRBLVttUBSQB+TFo0n/m+v6Oym5Y/3VL3XRAysgH7BbZZFt5jm2JE9GH8b2Ym4X43K2ByeKn7zwQCaKH9EEU/RGedYSw4fF5aQFbqsRqGIgE/jCAAiwoKxI3swMdNQyCWt9pgM2wzK0OAAjF1a4JbOkVnl/RNLr4QI3mvPeQkNeh1GdjPgzfXHNKVXJnW2mqWMiP9kKDZ0jCYzFm50jrUELIZwm3DqOaJQGjQGvQ4zBicR91VfryVmGnL18vg4dPay1M2UHINeh4TIUOwhZGq5wl9mlQa9DgvGpzgNlgEM8GcbnSot1ht0VXzWE/wpQ9HfMZrMKCip4r1eQp5FFtBEHVBPoZ4jCkUkf+wTjw8I8UNLtznXGBITy7FwQzFGpUar+uUpFKwbwABPD0rCh9tK4OgjYhigR7z/eA8cvWjrioz4OL8Uy34uxfKfS7FgvCXwWot6ZRPT43DZXIcF64slEYT0lwxFf4dP0NQWV55FrdQB9QTqOaJQRMKbkg84xZWIieXgXiJqRcjAC2QY5I5LwQvDkrEzZwieuretNYA7gAEW+EEgtiOcd7BVs8ZYln9XPZwFkL36buV6remVcTIVUoUeqX0pkcIvaOroQXL0LDomaQDqj6vzFOo5olBEwjeLCoBzurqYWA61p7nzGXiP9onDwz3bWONKDHod5o3shCn9EzTlMXEXo8mM0qoalFy4RlRK31tWjQdTtddvKYOyGUD1S4kUS7FhscXObWsJtgnX2RWjBtQtSeIN1DiiUETCVwokd7yzl4Q7Nmd1kdOSE2BZdlJ7mjufgffFL+VYubvcyQ1v0OtU3R9vEKMFxIXtcEaUYykZtSKUNOAuctRpo0iLUN3EQ2cv25W+cVx6mzs82flDfhJb6AhdVqNQ3GBiehwGdWhpt21P6SUAPMGNNktNMwcn4dkh7fD6mC4oyB6i+nRnoWBdLWj4SIWY+DEuxiqvsFywlIwaEdKx4YMB/zsxZ01Rg7gvtIqQvMiiDcet14609EZafmVVHh7gKdRzRKG4wds/FGPb8Qt221bvO4sofWN8uL3EboblWFaEC+YOYICgwADVG0fA3UDkVbvL8f7Wk3b7bGMNtOQpcRe+ZSfOq8YFswIgxnGoPVjV3XR+BsCke2IBhsHK3c7GHw3IVjdC19t2aY1039cDTrIW/hpjRo0jCkUkRpMZS3jUrm23czMsPpUfrbw0OfJPXMBiB8MIuFt094/LfxHMeNE6pJdJIMNgzfQMXK+tt8ZYFZRUiY7jUBPWJWCRStksgJU8FdoB9cfSNXSElvxtDR0hI4phLB4jLchVeApdVqNQRCLkjnaEm2HxoZUMD6GK3MO6tnbyjuWsKcLBimpF2yg3fPpFqbHhdllpfCVXtGAoTEyPw9rpfd0OH3FcXtNCLB3Fcr0ds0wdDR3uvnc0ElgADAssyUrDjuzBfjcZ4qCeIwpFJImRYdYZkysCGQYT74klLjsA2pldC2UybTzsXHC1ngXGLCmw6v74C670i7gg7LmZyVi04Thus6zmZtWpseFYMD4F89Ycxm2RUugsgA8mpQG4G3ellf42dMRkmU5Mj0NYSCPMXLnfbns9gIiwEL++1tQ4olBEYtDrkJ2ZjNz1znL6DCwvh3obV/OADi15jaPhXaM0MbAIZTLVs87xB7jzt5aWDcXCl4330U8lWHAnUJWLN+vWprkmJQ0mpschOaopthw7j8XbToqaCMRG6Gi5EI3hmFFJuk+5Y2LDdU7LawEMUHXtBowms+bucbFQ44hCcYNpA5IAFsjdcNdAYu6IHjp6FoQylX44/LsmBhahTCYhL5oWYm2k4KP8Ert7oZ4FFm08jh3ZgzXZd9vUbW7JzJV9NGZJAbIzkzFtILm8DkVdOF5j0rVzPObe9pHYcbLK+nc9Czyz6oDfxhkC1DiiUNxm2sAkjOoejb1l1U5LCdx/jSYzslcX8Z5DK8YDr/Cli+VFrcTaeIrRZMavZZewgOBF1Mq1dcQxdVtsfB2LO5MF5s7kgaJaSNc4d0MxjhmvYG5mMgx6HfGY/N+qrOewvS+0llziDjQgm0LxAINehwdTozGym3NtNKPJjJW7Twu+XLRiPDiVDwDw1IBE/POR7rz901qsjbtwWkbPrDpA/A1IiulawFul7IUbiqm+kcrhu8ZfHziHjFyLLpe794FWkkvchXqOKBQJEaOkDABzMjtqxnggBSMbTWZiHML7j6ShZ4L/BuWKEYTkZuBaIzEyTNQyGh9U30j9uLrGOWuKsHZ6X7d0r7Qy0XMX6jmiUCRCzIuTo1tMc9nbIyWOxVQNeh3mZibbpQHnjkvBg6nOnjR/QmhWHcAAOSO0G3uTf8Je3JQBMKJrlNNxAQwwpns08RyHzlyWoWUUqTDodRhOuKYc9SxwvbaeXCaEQAD8t5YeNY4oFA9xLBci1h2tlTR+IfIKyy1Cl3cCNOcM7+iXQZmOkLSMOIZ1idJszA0XI+d4+ya1CnM6tp61eBNnDnbu66KNx+nSmooxmsz44Ugl735ubLp47abgeQIY4Kl722JnjvrLIHkKNY4oFA8g1dASenHaotVlFw7uRWobsNlQXopcDBbpMm84XKlZAcy9p6uJkgyLtzorwnPLKLW3nDXg/TX+xF9wNYGbm2nxGPEVpuV4ZnA7zBvZSdPjmCuocUShuAmpIOO8NYcBwElJeXyPGLtg5pzMZM16Fzg+3VHq9CJtSC/FielxmDmEfA1/LdOmccSKFH3kgu3PX7mBjwkvUH/wivozriZwMXdqqrm6G4Z0aiVpu9QIDcimUNyENPu6zbLYd7qaGLz8/LCOvAq0WsNoMmM5z6wyNLjhzLXu79Sa6FW5dL3WB63xnl4JES6DsV8a2QkjuhmQf+ICxiwtIB7zRP+2mr/H/RnO8zmXR2Zk16mLmDmknWBAdo+45g1C9LPhjGYUikTwzb5mrNyPvMJyYvCy7d9aRmhWeb2Wr9Su/5EaG04MVv7X9lOaXF406HVYMD6Fd38AA4zoZgBgyWgiOZoCAEzpnyBPAymSMaBDS959K3eX4/yVG3gkPZb3mAMVlzV5j7sLNY4oFDfhMrVIZK8u8uuBg0sFdqQhLqc8mhHvtM1flxc5jxBfzEoAgNzxtOCsFiitquHdxwIYvaQAK/dU8B7DSTb4O9Q4olA84OJVcjYHC2DFjjK7bY5ZbVqG8zDQSuxkD6JWNV+4ODo+OI8Qqc8BDLB2Rl+/zVryNxIjnTMQ3aGhTIRozBGF4iZGk5kYjMqxfMcp68vk0x2l+GRHKepZ+E0dIi6uilQ+pSHBxW9wVey1rAwulMVkawvx9bkhxKD4Cwa9DjkjyAW0xaD1bFuxUOOIQnGTX8suCe6vZ4EVO0uxLL/Ub+sQWcqnaLsPUkAKwNcifDX0AIs31Fb52l/63JDhCmgv2FAMFhYDePqgJCzdXuIyU21UKlkA1N+gxhGF4iYMIyxmxABOhhGHVouSUvgx6HWav56cR4gkBElaKvSHPjdUjCYzSqtqMKp7NEZ1j7YzcuNahPJmsnE0lPGLGkcUipv0jHe9hCBUlLUhrNdTtMeADi3BMHDKRBvWpXWDeBk2BGxrP5KW+Qd0aCko6dCQxi8akE2huIlBr8OMQfxCjnwDSwDjv3WIKNqHL+5o45FKv0gmaOjwidcerKi2JoysIAi8cjS08Yt6jigUD0g2NHV5TAAAW+UfkSLEFIpP4KvYzqVuN5SXor/CJ147ZmkB2DueJKHSIgvHpyAmPBRGk7lB3AvUc0SheICruKNAhsGyx3vC9jAWlpkanYVT1IhBr0M2Qb+rIS2l+DN84rWsjSdJiBf+V2RXS9LfocYRheIBQnFHnPtZF9zIyVvkryKBFP9g2sAk5IxItr5EtSxPQLHHoNdhbFqM1+fhluP8fZJHl9UoFIkZ3LElJqbH4aN8/ormFIpamTYgCaNSo3lT9blsp8TIMGo0aQijyYy1+88KHsPcWVd1FQHQELJuqXFEoXiAkAT/luILOFhRjYUbnEXW5gzv6NcDCsU/4FL1OXV3zhCyzXZiAGRnJmPaQP7kBIp6EBL6BCyGUWaXKKw/XOnyXA1hkkeNIwrFA1xJ8G85dp44EHVr01yeBlEoEuOY9j13eDIWbiy23tcsgNwNxQBzR1SQomqEhD4BS+yRWMOoISy1UuOIQvEALp1/yXbnpTMAaNUsxGkgagizLYp/QEr7Xrih2C77kmPB+mKMSo32+5el1nEs/eIOL43shF4J4bheW99gVNFpQDaF4iEvDE9Gz7jmxH2f3qmnxsE0MI0QirYhLcGQDCPA4kHad7pa7iZRJGBiehzWTM+AcK6tPQyAEd0M+P/t3XtUVOXeB/DvQDAMt+EWDCiIl1ePhUqiJVgpFmrFUV/NTD0oeTkLzToej1a2KrHzeqmTWOI5r3Y5eFm+oe/SXpU8KgZirFCJhlJI6pio3LxBoCL35/2jM/vMyBAIM3tg9vezFms5ex72fr5sYX7refbez7Bgb0T291XM3zAWR0RdMHGIzuz2n+66I02IX54+S9QTnCmtbrVNBWDCAwFm2/MZXj3H7Ybmdi+4NiYAXK2pw8FvS5H2XZnd36VmwGk1oi54ONSnw23ziqu4WCt1e+XVd7DezIrtAsCRwiuttqsARIS2v6QOdQ/tXXtkzuS/fiX9WwVg/TTTZUfsEUeOiLpgWLA3RvTx6lDbdp4bSdQtXLh+u8MjC4YPSqVMtdgDw7VH5h4I2RECwMp9Z+x+BInFEVEXTQgzP7V2t97e/ACh7s+wjEhHJM98yO5HEOzRjJEh+OD58E5/v2FJGXvWY4qjSZMmISQkBC4uLggMDERcXBzKyspM2ly6dAm//e1v4ebmBj8/P7z88stoaGgwaXPmzBmMGTMGGo0GvXr1wttvvw3BCXPqgo5OrdU2tHVJK1H3EajVYP20Ie22c1SpOJ3Wg40I9en06JGDCnZ/522PKY6io6OxZ88eFBUVYe/evTh//jyeffZZ6f3m5mY888wzuH37NrKzs5Gamoq9e/fiT3/6k9SmpqYGMTExCAoKQm5uLpKTk/Hee+8hKSnJFpHITgwL9sa04e0/lt/e/5iQ/Xh84P1mR48MHxhKedaNPTNMrzn+a76/rTopdojO5D2VClg31f6nUnvMBdl//OMfpX/36dMHr732GqZMmYLGxkY4OTnh6NGjKCwsxOXLlxEUFAQA2LBhA+Lj47FmzRp4enpi165dqKurw7Zt26BWqxEWFoYffvgBSUlJWLZsWbuLiRK1ZcNz4bhV14gjhVfNvj9moJ/d/zEh+/F1caXZ645iBgcg/tG+innWjb2bMTIEjw+8HynZxfgo+yez64aknamAgwqYOTIEowf4Yngfb0Wc+x5THBmrrKzErl27EBUVBScnJwBATk4OwsLCpMIIACZMmID6+nrk5eUhOjoaOTk5GDNmDNRqtUmblStXori4GH379jV7vPr6etTX10uva2pqAACNjY1obGy0RsQuM/Sru/bPGmyZuby6DkfbKIwAYEiQh9X6xXOtHHLlbm42PwV85Psr6OevwYiQgbL97HmurZu7sbEJH2f/9KuPY2gRQGruJSQ8Hgo/1/t69N+yju67RxVHr776KjZv3oza2lqMGjUKaWlp0nsVFRUICDB9Boe3tzecnZ1RUVEhtQkNDTVpY/ieioqKNoujdevWYfXq1a22Hz16FK6u3XuqJD093dZdkJ0tMv9YrYKAYxvvCjhf/xGHDv1o1T7wXCuHtXNX1wOAI8xNtvx31gWUXjiPJ3rJe60mz7V16K+r0CLa+tv1by0C2HMoE/+htf55t2bm2tqOXUhu0+IoMTHRbNFhLDc3FyNGjAAArFixAvPnz8fFixexevVqzJkzB2lpadJ0mLlpMSGEyfa72xguxv61KbWVK1di2bJl0uuamhoEBwdj/Pjx8PT0bCelbTQ2NiI9PR0xMTHS6Jq9s2Xm8uo6/LXwhNmpiJGh3lg042GrHZvnWhmZAXlz377/At49Yq6gV+HgZUcsf+5xBGpdrNoHgOfamrn/N68E23MKO9TWQQU893S0Vc+5HJkNMz/tsWlxtGTJEjz//PO/2sZ4pMfPzw9+fn4YOHAgBg8ejODgYJw8eRKRkZHQ6XQ4deqUyfdWVVWhsbFRGh3S6XTSKJLB1au/TIXcPepkTK1Wm0zFGTg5OXX7X9ae0EdLs0XmED8nTA4Pwv/ll7V6b3J4L1n6w3OtHHLk/s/hwW0UR788Ebu0ugEhfh5W7YMxnmvLKq++gzf2F3b4mVbrpg6R7Xxb81x3dL82LY4MxU5nGEZ8DNcCRUZGYs2aNSgvL0dgYCCAX6a91Go1IiIipDavv/46Ghoa4OzsLLUJCgpqNd1GdK+eGOxvtjjy0jjboDdEXXPh+u0231PCrdz2ztz6eb/m5zvKuuarR9zKf/r0aWzevBn5+fm4ePEiMjMzMWvWLPTv3x+RkZEAgPHjx+OBBx5AXFwc9Ho9vvjiCyxfvhwLFy6Upr5mzZoFtVqN+Ph4nD17Fp999hnWrl3LO9XIIkaE+rS6QoNLK1BPZVhm4m4qKONWbnt3Lw/7BIB3/nHO7p+KbaxHFEcajQb79u3DE088gUGDBmHevHkICwtDVlaWNN3l6OiIzz//HC4uLhg9ejSee+45TJkyBe+99560H61Wi/T0dJSUlGDEiBFYvHgxli1bZnI9EVFnGR6eZ/ilcgCXVqCey9xzcGY9EoyvVo7jU7HtQKBWg5kPB3e4vRKeim2sR9ytNmTIEGRkZLTbLiQkxOQOtrb2deLECUt1jciE4bkhxddr+SwY6vH4/9m+RQ3ww/+cvtzh9q7OPWI8xSJ6RHFE1JMEajX8ECG7wf/P9kvjdG/FjpKWQFJOGUhERESSn37lovu7OapUiroIn8URERGRAnV00WwlrqXHaTUiIiIFMiyavfeb0jbbvPnMYDw9NFBRhRHAkSMiIiLF2vBcOPa/GIUXokJb3drvqFIpsjACWBwREREp2rmKm9ieU2zytGwlTqUZ47QaERGRQpVX38HKfWdMnpbtAGDf4kgMC1buA2w5ckRERKRQ5pYRaQGQW1ylqCdi343FERERkUK1tUzMf33+PUavz8Du3Evyd6obYHFERESkUHcvE2OsRQCv7zuryBEkFkdEREQKNmNkCLJfi8Ybzwxu9V6zEIpaU82AxREREZHCBWo1qKptaLVdaU/GNmBxREREpHBbs87jr5nnW21/5alBirydn8URERGRgpVX38G6f5wz+97QXl7ydqabYHFERESkYF8XV5rd7qCCIqfUABZHREREiqYyc6caAMx8OESRU2oAiyMiIiJFi+jj3WpdNQBYMm6A7H3pLlgcERERKVigVoP104ZID4N0UAHvTBui2FEjgGurERERKd6MkSF4fOD9KL5ei1A/V0UXRgCLIyIiIsIvI0hKL4oMOK1GREREZITFEREREZERFkdERERERlgcERERERlhcURERERkhMURERERkREWR0RERERGWBwRERERGWFxRERERGSExRERERGRERZHREREREa4tlonCCEAADU1NTbuSdsaGxtRW1uLmpoaODk52bo7slBiZkCZuZWYGVBmbiVmBpSZW47Mhs9tw+d4W1gcdcLNmzcBAMHBwTbuCREREd2rmzdvQqvVtvm+SrRXPlErLS0tKCsrg4eHB1Qqla27Y1ZNTQ2Cg4Nx+fJleHp62ro7slBiZkCZuZWYGVBmbiVmBpSZW47MQgjcvHkTQUFBcHBo+8oijhx1goODA3r37m3rbnSIp6enYn6xDJSYGVBmbiVmBpSZW4mZAWXmtnbmXxsxMuAF2URERERGWBwRERERGWFxZKfUajVWrVoFtVpt667IRomZAWXmVmJmQJm5lZgZUGbu7pSZF2QTERERGeHIEREREZERFkdERERERlgcERERERlhcURERERkhMVRN7Vu3TqMHDkSHh4e8Pf3x5QpU1BUVGTSRgiBxMREBAUFQaPRYOzYsSgoKDBpU19fj5deegl+fn5wc3PDpEmTUFJSIr1//PhxqFQqs1+5ubmyZDUmV24A+OGHHzB58mT4+fnB09MTo0ePRmZmptUz3k3OzN988w1iYmLg5eUFX19f/P73v8etW7esntEcS+X+8MMPMXbsWHh6ekKlUuHnn39udayqqirExcVBq9VCq9UiLi7ObDtrkzPzmjVrEBUVBVdXV3h5eVkxVfvkyl1cXIz58+ejb9++0Gg06N+/P1atWoWGhgZrR2xFznM9adIkhISEwMXFBYGBgYiLi0NZWZk147VJztwG9fX1CA8Ph0qlQn5+vkVysDjqprKysvDiiy/i5MmTSE9PR1NTE8aPH4/bt29Lbd59910kJSVh8+bNyM3NhU6nQ0xMjLT2GwAsXboUn332GVJTU5GdnY1bt24hNjYWzc3NAICoqCiUl5ebfC1YsAChoaEYMWKE3eYGgGeeeQZNTU3IyMhAXl4ewsPDERsbi4qKCrvMXFZWhieffBIDBgzAqVOncPjwYRQUFCA+Pl7WvAaWyl1bW4uJEyfi9ddfb/NYs2bNQn5+Pg4fPozDhw8jPz8fcXFxVs1njpyZGxoaMH36dCxatMiqmTpCrtznzp1DS0sLtm7dioKCAmzcuBFbtmz51Z+Ttch5rqOjo7Fnzx4UFRVh7969OH/+PJ599lmr5muLnLkNXnnlFQQFBVk2iKAe4erVqwKAyMrKEkII0dLSInQ6nVi/fr3Upq6uTmi1WrFlyxYhhBA///yzcHJyEqmpqVKb0tJS4eDgIA4fPmz2OA0NDcLf31+8/fbbVkzTcdbKfe3aNQFAnDhxQmpTU1MjAIhjx47JEa1N1sq8detW4e/vL5qbm6U2er1eABA//vijHNF+VWdyG8vMzBQARFVVlcn2wsJCAUCcPHlS2paTkyMAiHPnzlknTAdZK7OxlJQUodVqLd31LpEjt8G7774r+vbta7G+d5acmffv3y9UKpVoaGiwWP87y9q5Dx06JH7zm9+IgoICAUDo9XqL9JsjRz1EdXU1AMDHxwcAcOHCBVRUVGD8+PFSG7VajTFjxuCrr74CAOTl5aGxsdGkTVBQEMLCwqQ2dztw4ACuX79us9GEu1krt6+vLwYPHowdO3bg9u3baGpqwtatWxEQEICIiAi54pllrcz19fVwdnY2WWxRo9EAALKzs60bqgM6k7sjcnJyoNVq8cgjj0jbRo0aBa1We0/7sQZrZe7u5MxdXV0tHceW5MpcWVmJXbt2ISoqCk5OTl3rtAVYM/eVK1ewcOFC7Ny5E66urpbrNDit1iMIIbBs2TI8+uijCAsLAwBp6icgIMCkbUBAgPReRUUFnJ2d4e3t3Wabu33yySeYMGECgoODLR3jnlkzt0qlQnp6OvR6PTw8PODi4oKNGzfi8OHDNr0+w5qZx40bh4qKCvzlL39BQ0MDqqqqpCHr8vJyq+ZqT2dzd0RFRQX8/f1bbff395d9CtWYNTN3Z3LmPn/+PJKTk5GQkND5DluAHJlfffVVuLm5wdfXF5cuXcL+/fu73vEusmZuIQTi4+ORkJBglUtAWBz1AEuWLMF3332HTz/9tNV7KpXK5LUQotW2u7XVpqSkBEeOHMH8+fO71mELsWZuIQQWL14Mf39/fPnllzh9+jQmT56M2NhYmxYK1sz84IMPYvv27diwYQNcXV2h0+nQr18/BAQEwNHR0XIhOsHSudvbR2f3Y0nWztxdyZW7rKwMEydOxPTp07FgwYJO7cNS5Mi8YsUK6PV6HD16FI6OjpgzZw6EjRfAsGbu5ORk1NTUYOXKlV3upzksjrq5l156CQcOHEBmZiZ69+4tbdfpdADQqtK+evWqVJHrdDpphKCtNsZSUlLg6+uLSZMmWTrGPbN27oyMDKSlpSE1NRWjR4/G8OHD8be//Q0ajQbbt2+3ZrQ2yXGuZ82ahYqKCpSWluLGjRtITEzEtWvX0LdvX2vFaldXcneETqfDlStXWm2/du3aPe3HkqydubuSK3dZWRmio6MRGRmJDz/8sGud7iK5Mvv5+WHgwIGIiYlBamoqDh06hJMnT3at811g7dwZGRk4efIk1Go17rvvPgwYMAAAMGLECMydO7fL/Wdx1E0JIbBkyRLs27cPGRkZrT68+vbtC51Oh/T0dGlbQ0MDsrKyEBUVBQCIiIiAk5OTSZvy8nKcPXtWamN8vJSUFMyZM8em89Ry5a6trQUAk+tvDK9bWlqskq0tcp9r4JchbHd3d+zevRsuLi6IiYmxUrq2WSJ3R0RGRqK6uhqnT5+Wtp06dQrV1dX3tB9LkCtzdyNn7tLSUowdOxbDhw9HSkpKq99xudjyXBtGjOrr67u0n84eW47cmzZtwrfffov8/Hzk5+fj0KFDAIDdu3djzZo1FglC3dCiRYuEVqsVx48fF+Xl5dJXbW2t1Gb9+vVCq9WKffv2iTNnzoiZM2eKwMBAUVNTI7VJSEgQvXv3FseOHRPffPONGDdunBg2bJhoamoyOd6xY8cEAFFYWChbRnPkyn3t2jXh6+srpk6dKvLz80VRUZFYvny5cHJyEvn5+XaZWQghkpOTRV5enigqKhKbN28WGo1GfPDBB7LmNbBU7vLycqHX68VHH30k3YGo1+vFjRs3pDYTJ04UQ4cOFTk5OSInJ0cMGTJExMbGyppXCHkzX7x4Uej1erF69Wrh7u4u9Hq90Ov14ubNm7JmFkK+3KWlpWLAgAFi3LhxoqSkxORY9pr51KlTIjk5Wej1elFcXCwyMjLEo48+Kvr37y/q6ursNvfdLly4YNG71VgcdVMAzH6lpKRIbVpaWsSqVauETqcTarVaPP744+LMmTMm+7lz545YsmSJ8PHxERqNRsTGxopLly61Ot7MmTNFVFSUtWO1S87cubm5Yvz48cLHx0d4eHiIUaNGiUOHDskR04ScmePi4oSPj49wdnYWQ4cOFTt27JAjolmWyr1q1ap293Pjxg0xe/Zs4eHhITw8PMTs2bM7dEu0pcmZee7cuWbbZGZmyhPWiFy5U1JS2jyW3OTK/N1334no6Gjh4+Mj1Gq1CA0NFQkJCaKkpETGtP8m5/9xY5YujlT/CkNERERE4DVHRERERCZYHBEREREZYXFEREREZITFEREREZERFkdERERERlgcERERERlhcURERERkhMUREXU7iYmJCA8Pl/24x48fh0qlgkqlwpQpU2Q/vjmJiYlSn95//31bd4dIEVgcEZGsDB/0bX3Fx8dj+fLl+OKLL2zWx6KiImzbts1mxze2fPlylJeXmyzeSUTWdZ+tO0BEylJeXi79e/fu3XjrrbdQVFQkbdNoNHB3d4e7u7stugcA8Pf3h5eXl82ODwDNzc1QqVTSz8LR0dGm/SFSEo4cEZGsdDqd9KXVaqFSqVptu3taLT4+HlOmTMHatWsREBAALy8vrF69Gk1NTVixYgV8fHzQu3dv/P3vfzc5VmlpKWbMmAFvb2/4+vpi8uTJKC4uvqf+7tixA76+vq1WOJ82bRrmzJkjvT548CAiIiLg4uKCfv36Sf0zSEpKwpAhQ+Dm5obg4GAsXrwYt27dkt7ftm0bvLy8kJaWhgceeABqtRoXL168p74SkWWwOCKiHiEjIwNlZWU4ceIEkpKSkJiYiNjYWHh7e+PUqVNISEhAQkICLl++DACora1FdHQ03N3dceLECWRnZ8Pd3R0TJ05EQ0NDh487ffp0NDc348CBA9K269evIy0tDS+88AIA4MiRI/jd736Hl19+GYWFhdi6dSu2bduGNWvWSN/j4OCATZs24ezZs9i+fTsyMjLwyiuvmByrtrYW69atw8cff4yCggL4+/t35UdGRJ1lkeVriYg6ISUlRWi12lbbV61aJYYNGya9njt3rujTp49obm6Wtg0aNEg89thj0uumpibh5uYmPv30UyGEEJ988okYNGiQaGlpkdrU19cLjUYjjhw5YrY/mZmZAoCoqqoy2b5o0SLx1FNPSa/ff/990a9fP2nfjz32mFi7dq3J9+zcuVMEBga2mX3Pnj3C19dXem1YUT4/P99s+z59+oiNGze2uT8ishxec0REPcKDDz4IB4d/D3YHBAQgLCxMeu3o6AhfX19cvXoVAJCXl4d//vOf8PDwMNlPXV0dzp8/f0/HXrhwIUaOHInS0lL06tULKSkpiI+Ph0qlko6Vm5trMlLU3NyMuro61NbWwtXVFZmZmVi7di0KCwtRU1ODpqYm1NXV4fbt23BzcwMAODs7Y+jQoff2gyEii2NxREQ9gpOTk8lrlUpldltLSwsAoKWlBREREdi1a1erfd1///33dOyHHnoIw4YNw44dOzBhwgScOXMGBw8elN5vaWnB6tWrMXXq1Fbf6+LigosXL+Lpp59GQkIC/vznP8PHxwfZ2dmYP38+GhsbpbYajUYquIjIdlgcEZFdGj58OHbv3g1/f394enp2eX8LFizAxo0bUVpaiieffBLBwcEmxyoqKsKAAQPMfu/XX3+NpqYmbNiwQRr92rNnT5f7RETWwQuyicguzZ49G35+fpg8eTK+/PJLXLhwAVlZWfjDH/6AkpKSTu2vtLQUH330EebNm2fy3ltvvYUdO3YgMTERBQUF+P7777F792688cYbAID+/fujqakJycnJ+Omnn7Bz505s2bLFIjmJyPJYHBGRXXJ1dcWJEycQEhKCqVOnYvDgwZg3bx7u3LnTqZEkT09PTJs2De7u7q2enj1hwgSkpaUhPT0dI0eOxKhRo5CUlIQ+ffoAAMLDw5GUlIR33nkHYWFh2LVrF9atW2eJmERkBSohhLB1J4iIuoPjx48jOjoaVVVVZh8CGRMTg8GDB2PTpk2y9y00NBRLly7F0qVLZT82kdJw5IiI6C69e/fGzJkzpdeVlZVITU1FRkYGXnzxRVn7snbtWri7u+PSpUuyHpdIyThyRET0L3fu3EFpaSkAwN3dHTqdDsAvozZVVVV48803sXz5cln7VFlZicrKSgC/3GWn1WplPT6RErE4IiIiIjLCaTUiIiIiIyyOiIiIiIywOCIiIiIywuKIiIiIyAiLIyIiIiIjLI6IiIiIjLA4IiIiIjLC4oiIiIjICIsjIiIiIiP/Dz8MPA0DWAl+AAAAAElFTkSuQmCC", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create light time corrections\n", "light_time_correction_list =[\n", " observable_models_setup.light_time_corrections.first_order_relativistic_light_time_correction([\"Sun\"])\n", "]\n", "\n", "observation_model_settings_lighttime = [\n", " observable_models_setup.model_settings.n_way_range(distinct_linkdefs[linkdef_id], light_time_correction_list) for linkdef_id in linkdef_ids\n", "]\n", "\n", "simulated_observations_lighttime = create_observations(observation_model_settings_lighttime, bodies_rotation)\n", "residuals_lighttime = simulated_observations_lighttime.concatenated_observations - observation_vals\n", "\n", "# Plot the new residuals\n", "plt.figure()\n", "plt.plot(observation_times_year, residuals_lighttime, \".\")\n", "plt.title(\"Simulation with light time corrections\")\n", "plt.xlabel(\"Time [year]\")\n", "plt.ylabel(\"Residuals [m]\")\n", "plt.grid(\"on\")\n", "plt.axhline(0, color=\"k\", zorder=0)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Summary Plot\n", "\n", "The following plot just summarises the observation simulation efforts of this example. You could go on to reduce the residuals to several meters (see [Kuchynka et al., 2012](https://ipnpr.jpl.nasa.gov/progress_report/42-190/190C.pdf) for details). This indicates **some small, but important imperfections in our algorithms**, for instance simplifications used in the time conversions between the time stamps in the files, and the times used in our simulations. The residuals indicate (among others) **a periodic trend at the Earth's orbital period around the Sun**." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2025-09-16T07:37:36.103739Z", "iopub.status.busy": "2025-09-16T07:37:36.103581Z", "iopub.status.idle": "2025-09-16T07:37:36.737585Z", "shell.execute_reply": "2025-09-16T07:37:36.737181Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(4, 1, figsize=(15, 15))\n", "\n", "# Plot the observed and simulated range\n", "ax[0].plot(\n", " observation_times_year,\n", " observation_vals / constants.ASTRONOMICAL_UNIT,\n", " \"r<\",\n", " label=\"Observed Range\",\n", ")\n", "\n", "ax[0].plot(\n", " observation_times_year,\n", " simulated_observations_simple.concatenated_observations / constants.ASTRONOMICAL_UNIT,\n", " \"k.\",\n", " label=\"Simulated Range (Simple)\", alpha = 0.7\n", ")\n", "ax[0].plot(\n", " observation_times_year,\n", " simulated_observations_rotation.concatenated_observations / constants.ASTRONOMICAL_UNIT,\n", " \"g*\",\n", " label=\"Simulated Range (Rotation)\", alpha = 0.4\n", ")\n", "\n", "\n", "ax[0].plot(\n", " observation_times_year,\n", " simulated_observations_lighttime.concatenated_observations / constants.ASTRONOMICAL_UNIT,\n", " \"b+\",\n", " label=\"Simulated Range (Rotation + Light Time)\", alpha = 0.3\n", ")\n", "\n", "\n", "ax[0].set_ylabel(\"2-way Range [AU]\")\n", "ax[0].legend()\n", "ax[0].set_title(\"Observations\")\n", "\n", "# Plot the residuals\n", "\n", "ax[1].set_title(\"Simple Simulation\")\n", "ax[1].plot(observation_times_year , residuals_simple, \".\")\n", "\n", "ax[2].set_title(\"Adding accurate rotation model\")\n", "ax[2].plot(observation_times_year, residuals_rotation, \".\")\n", "\n", "ax[3].set_title(\"Adding first order relativistic correction\")\n", "ax[3].plot(observation_times_year, residuals_lighttime, \".\")\n", "\n", "[ax_i.axhline(0, color=\"k\", linestyle=\"-\", zorder=0) for ax_i in ax[1:]]\n", "[ax_i.set_ylabel(\"Residual [m]\") for ax_i in ax[1:]]\n", "[ax_i.grid(\"on\", zorder=0) for ax_i in ax]\n", "ax[-1].set_xlabel(\"Time [yr]\")\n", "fig.align_labels()\n", "fig.tight_layout()\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.13" } }, "nbformat": 4, "nbformat_minor": 4 }