{ "cells": [ { "cell_type": "markdown", "id": "0", "metadata": {}, "source": [ "# 4D Flight Optimization\n", "\n", "Given an origin-destination pair, a takeoff time, and an aircraft type, we can search for the trajectory that minimizes an airline's cost of flying it. We call this **4D flight optimization**: the optimizer lays out a sequence of waypoints in latitude, longitude, altitude, and time, choosing a flight level and Mach number along the way to minimize a combined fuel + time + climate cost.\n", "\n", "This notebook works through a complete end-to-end example of 4D flight optimization, for a single flight from Boston to Seattle." ] }, { "cell_type": "code", "execution_count": 1, "id": "1", "metadata": {}, "outputs": [], "source": [ "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import pandas as pd\n", "import xarray as xr\n", "from pycontrails import DiskCacheStore, Flight\n", "from pycontrails.datalib.google_forecast import GoogleForecast\n", "from pycontrails.physics import units\n", "\n", "import contrailopt as co" ] }, { "cell_type": "markdown", "id": "2", "metadata": {}, "source": [ "## Flight\n", "\n", "Specify the flight to optimize: an origin-destination pair, a takeoff time, and an aircraft type. The cost index, which sets the fuel-versus-time tradeoff, is chosen later when solving." ] }, { "cell_type": "code", "execution_count": 2, "id": "3", "metadata": {}, "outputs": [], "source": [ "origin = co.AirportCoords.from_icao(\"KBOS\")\n", "dest = co.AirportCoords.from_icao(\"KSEA\")\n", "\n", "aircraft_type = \"B737\"\n", "\n", "takeoff_time = pd.Timestamp(\"2026-03-07T02:00:00\")" ] }, { "cell_type": "markdown", "id": "4", "metadata": {}, "source": [ "## Weather\n", "\n", "We use ERA5 reanalysis from the public [ARCO-ERA5](https://github.com/google-research/arco-era5) archive, which requires no credentials. It supplies the air temperature and winds that drive aircraft performance and ground speed during optimization.\n", "\n", "Both the weather and the contrail forecast are easier to handle if we downselect in time first. This requires an upper bound on the flight duration, which we estimate below." ] }, { "cell_type": "code", "execution_count": 3, "id": "5", "metadata": {}, "outputs": [], "source": [ "flight_hours = co.estimate_flight_hours(origin, dest)\n", "\n", "t0 = takeoff_time\n", "t1 = t0 + pd.Timedelta(hours=flight_hours)" ] }, { "cell_type": "code", "execution_count": 4, "id": "6", "metadata": {}, "outputs": [], "source": [ "data_vars = {\n", " \"temperature\": \"air_temperature\",\n", " \"u_component_of_wind\": \"eastward_wind\",\n", " \"v_component_of_wind\": \"northward_wind\",\n", "}\n", "\n", "arco_store = \"gs://gcp-public-data-arco-era5/ar/full_37-1h-0p25deg-chunk-1.zarr-v3\"\n", "arco_ds = xr.open_zarr(arco_store, chunks=None)\n", "\n", "# Select required variables, rename for pycontrails, downselect in time\n", "met = arco_ds[list(data_vars)].rename(data_vars).sel(time=slice(t0, t1))" ] }, { "cell_type": "markdown", "id": "734ebea3", "metadata": {}, "source": [ "## Contrail forecast\n", "\n", "The climate term needs gridded contrail forcing data analogous to weather: effective energy forcing, in joules per meter of flight. We use the [Google Contrails Forecast API](https://developers.google.com/contrails), which requires an API key." ] }, { "cell_type": "code", "execution_count": 5, "id": "8", "metadata": {}, "outputs": [], "source": [ "gf = GoogleForecast(time=(t0, t1), variables=\"eeef_per_m\", cachestore=DiskCacheStore())\n", "eef = gf.open_metdataset()[\"expected_effective_energy_forcing\"]" ] }, { "cell_type": "code", "execution_count": null, "id": "e10dab7e", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot a slice at FL360 for demonstration purposes\n", "eef_slice = eef.data.sel(level=units.ft_to_pl(36000), time=takeoff_time, method=\"nearest\")\n", "\n", "cmap = mpl.colors.LinearSegmentedColormap.from_list(\n", " \"RdBu_r_warm\", mpl.colormaps[\"RdBu_r\"](np.linspace(0.5, 1.0, 256))\n", ")\n", "\n", "_, ax = plt.subplots(subplot_kw={\"projection\": ccrs.PlateCarree()}, figsize=(10, 6))\n", "ax.coastlines()\n", "ax.add_feature(cfeature.BORDERS, linewidth=1, edgecolor=\"gray\")\n", "eef_slice.plot.pcolormesh(\n", " x=\"longitude\",\n", " y=\"latitude\",\n", " ax=ax,\n", " cmap=cmap,\n", " vmin=0,\n", " vmax=1e8,\n", " extend=\"max\",\n", " cbar_kwargs={\"shrink\": 0.6},\n", ")\n", "\n", "for ap in (origin, dest):\n", " ax.scatter(*ap.coords, color=\"blue\")\n", " ax.text(\n", " ap.longitude + 1.0,\n", " ap.latitude - 2.0,\n", " ap.icao_code,\n", " color=\"blue\",\n", " )\n", "\n", "ax.set_title(f\"FL360 — {takeoff_time:%Y-%m-%d %H:%M} UTC\")\n", "ax.set_extent([-125, -66, 35, 55]);" ] }, { "cell_type": "markdown", "id": "9", "metadata": {}, "source": [ "## Cost optimization\n", "\n", "We build an `Optimizer` from the route, the weather, and the contrail forecast, then solve it. Constructing the optimizer is the most expensive step: it lays out the candidate waypoint graph and interpolates the gridded data onto its edges. Solving is comparatively cheap, and the cost settings can be varied between calls without rebuilding the full optimizer." ] }, { "cell_type": "code", "execution_count": 7, "id": "10", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Optimizer(KBOS -> KSEA, B737, 2026-03-07 02:00:00, 453 nodes, with met, unsolved)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "opt = co.Optimizer(\n", " origin_icao=origin,\n", " dest_icao=dest,\n", " takeoff_time=takeoff_time,\n", " met=met,\n", " eef=eef,\n", " aircraft_type=aircraft_type,\n", " rng=np.random.default_rng(1234), # reproducibility\n", ")\n", "\n", "opt" ] }, { "cell_type": "code", "execution_count": 8, "id": "11", "metadata": {}, "outputs": [ { "data": { "text/html": [ "Flight [11 keys x 172 length, 2 attributes]

Attributes
time[2026-03-07 02:00:00, 2026-03-07 07:11:04.341796875]
longitude[-122.30999755859375, -71.00800323486328]
latitude[42.36199951171875, 48.39500045776367]
altitude[6.099999904632568, 12192.0]
aircraft_typeB737
total_fuel_burn12686.153343008664
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mach_numberair_temperatureu_windv_windnode_indexsample_indexeef_per_mlongitudelatitudetimealtitude_ft
00.378369219.64112927.281603-15.8642870663.616092e+05-71.00789642.3619652026-03-07 02:00:00.00000000020.000000
10.399647219.69841028.460867-15.031495-1674.258720e+05-71.29826442.3890952026-03-07 02:01:56.2918243413124.419922
20.422542219.74433929.093954-14.010304-1686.315872e+05-71.58889042.4154892026-03-07 02:03:52.5904998786229.022949
30.447196219.77760329.373415-12.620842-1699.673769e+05-71.87975342.4411512026-03-07 02:05:48.8831481939333.464844
40.652464219.74803229.501022-10.938803-1701.301366e+06-72.17085342.4660762026-03-07 02:07:45.18020629912438.024414
....................................
1670.707188208.12529024.134476-37.823910-1350542.791093e+05-121.04138247.4995422026-03-07 07:02:57.77148437516860.978516
1680.656193208.13684124.323151-36.512398-1350556.980336e+05-121.35883347.4879572026-03-07 07:04:59.41406250012753.935547
1690.441585208.15545724.821608-35.423721-1350561.327501e+06-121.67612547.4754872026-03-07 07:07:01.0527343758647.125000
1700.409878208.13299625.381109-34.412952-1350572.194665e+06-121.99327947.4621512026-03-07 07:09:02.6972656254540.074219
1710.381111208.08192425.599571-33.295048452350582.486246e+06-122.31025747.4479372026-03-07 07:11:04.341796875432.996094
\n", "

172 rows × 11 columns

\n", "
" ], "text/plain": [ "Flight [11 keys x 172 length, 2 attributes]\n", "\tKeys: mach_number, air_temperature, u_wind, v_wind, node_index, ..., altitude_ft\n", "\tAttributes:\n", "\ttime [2026-03-07 02:00:00, 2026-03-07 07:11:04.341796875]\n", "\tlongitude [-122.30999755859375, -71.00800323486328]\n", "\tlatitude [42.36199951171875, 48.39500045776367]\n", "\taltitude [6.099999904632568, 12192.0]\n", "\taircraft_type B737\n", "\ttotal_fuel_burn 12686.153343008664" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# The opt.solve method returns low-level information involved\n", "# during the algorithm runtime.\n", "res = opt.solve(cost_index=30)\n", "\n", "# Calling to_flight generates the actual flight plan as a pycontrails.Flight\n", "fl_opt = opt.to_flight()\n", "fl_opt.attrs[\"total_fuel_burn\"] = res.trip_fuel # used later\n", "\n", "fl_opt" ] }, { "cell_type": "code", "execution_count": 9, "id": "12", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = opt.plot_met(altitude_ft=36000, show_eef=False)\n", "fl_opt.plot(ax=ax, linewidth=2, color=\"blue\")\n", "ax.get_figure().set_size_inches(10, 6)" ] }, { "cell_type": "markdown", "id": "13", "metadata": {}, "source": [ "## Sweep the cost index\n", "\n", "The cost index sets what a minute of flight time is worth in kilograms of fuel. The sweep below is one example of a simulation you can run with a built optimizer. We re-solve at three values, reusing the optimizer from above. We compare the fuel vs time tradeoff and visualize resulting routes and vertical profiles.\n", "\n", "The three routes diverge over a portion of the flight, and the step-climb schedules differ throughout the cruise." ] }, { "cell_type": "code", "execution_count": 10, "id": "14", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
fuel_kgduration_minutes
cost index 012476.4328.1
cost index 2012602.0314.2
cost index 6012984.5304.8
\n", "
" ], "text/plain": [ " fuel_kg duration_minutes\n", "cost index 0 12476.4 328.1\n", "cost index 20 12602.0 314.2\n", "cost index 60 12984.5 304.8" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fls = []\n", "summaries = {}\n", "for cost_index in [0, 20, 60]:\n", " res = opt.solve(cost_index=cost_index)\n", " fl = opt.to_flight()\n", " fl.attrs[\"cost_index\"] = cost_index\n", " fls.append(fl)\n", "\n", " summaries[f\"cost index {cost_index}\"] = {\n", " \"fuel_kg\": res.trip_fuel,\n", " \"duration_minutes\": fl.duration.total_seconds() / 60.0,\n", " }\n", "\n", "# Display a DataFrame for presentation only\n", "pd.DataFrame.from_dict(summaries, orient=\"index\").round(1)" ] }, { "cell_type": "code", "execution_count": 11, "id": "be4285d6", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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XlhC68dHMfjIdTKFZMO2rSqWlf0pL/fT2Z599NnmbZoA047T11lsnAyMrK6Q9ZRrg6KTEL7/80lynZZFWhssu+rg04NHhIhbNdGk5oUVLEDVA0j60xjKESgdyaCCmExW1z0x76KwsYEO+++4705emGcE77rijwedUM49a3mn55ptvTOll6th8AAAA5AYyZWiSlvLpkA7tDdM+LR0Dr5MIf//9d5Px0tt1QMd+++1nAi8NODQDpmWKJ598cjIY0v4vneCogZBmy3QUvjWQQxdO/ve//236zDRAa2gkfktpH5n2cukUSO3T0izevffeW2dkvj72hx56yPzfNBjSDw0gNaDUx6rBow4p0WEkOu1R1x3Tcf9vvPGGWVdMe9asfrXUHjzNkGmWUBeotsb8Kx0UYvXAafZM/5/6/RrU3nbbbWZqow4iAQAAQG4hU4Y10qyPTgXULJdOHdRJiamZMQ0uNMjSQRaa8TniiCPM19rjpXSqoA7c0IBE1wPTvinNkm211Vbmdl0w+ZJLLjHfq4M3dLR9fRoMavBm0cBHpyam0tt1O4uOrNd1wHR0vq5Bduedd5pAUAeCWLbZZhuzFpk+Fu0t04ydDvLQgExpgKbrh5155pnJQE6zhpqF0/H79ek6ZToYRAeK6P8l9UNLJy06CEW/X58znUp56aWX1smcAQAAIHd4YjpuDrbRxYq1V0mzM/WzPXrA/+eff5rMiI6YB5qLfQcAACC7YoNUZMoAAAAAwEUEZQAAAADgIoIyAAAAAHARQRkAAAAAuIigDAAAAABcRFAGAAAAAC4iKAMAAAAAF/mknfjss8/k8ccfl2233Vb23XffOrfNmzfP3LZgwQIZNmyYHHLIIZKfn+/aNgAAAACQVZmypUuXmuDnySeflI8++qjObb/++qsJjt5//30pLi6Wq6++WnbaaSeJRCKubAN3lJeXS0VFRZvvZ+XKleYDAAAAaC88sVgs5vaD2GuvvWSLLbaQZ555RsaNGycTJ05M3rbPPvvIsmXLTKDk8Xhkzpw5MmjQILn//vvliCOOcHybtqzaXV1dLX/++aestdZaEgwGbXwGM5s+Z16vV4qKihrdZu+995a+ffvKHXfc0aafddhhh5nn/oEHHhAnVFVVSSAQkLy8hs9/aMCv+0VT/3fFvgMAAJB5mooN2lWm7LbbbjOB0Pnnn7/abaFQSN544w2TRdMgSemBuQZuL730kuPbID30Ob/oooua3EZ34g4dOmTMS/Dmm2/KiBEjpHPnztKrVy+58sor62RcNcg69thjTTCm22y00Uby5ZdfuvqYAQAAkIM9ZdOmTTMlgl988UWDmYS//vpLampqTGYp1dprry2ffPKJ49s0RL9HP1KjYSvI049U+rUmJqPRqPnIRFpC2FhWJxwOm8yQln42Rm8vKChIfq2lhLW1teb6hQsXmus0SNHMWarbb7/d7CPW86bPs8/nk8LCQvNzlX7dEA2A/H6/+X59/q3XIJVep/+3+oGfXqevb2lpaZ1tlyxZYrZtKOP59ttvy5577in//ve/5YQTTjCP78YbbzR9ij179jTb/Otf/5J3331XvvvuOxP8T5gwQXbddVf55ZdfpFOnTqvdpz5e/bm6D9V/bgAAmaU6XC2nTz5dZpbPXOO2npqVIqGqtD0WLZdqB0VTWW39mohcvrBa4qf8226mp6+c4b1Iwh5nZx7sMbynnL/Luo7+zGxQPx5od0GZHuweeOCBcsstt8iAAQMa3EYP1FX9g3zNmlRWVjq+TUOuvfZaufzyy1e7ftKkSSZgSKVBgx6UW4FIptCgQv+fDz/8sHku9P+gX2sQYb2W5557rrzwwgsmeNDbNTOkgYlFb/u///s/E8xoUHbooYea7Ngll1wikydPNr2Ezz33XDKo0WA4lW7fu3dvE9xY5YzdunUzWdapU6eawGuPPfaQu+66ywRgVuB2yimnmAyoBlBjx441r7PejxU8a/ZKTww89NBD5jXRgFO/58wzzzQZ02+++UZ23nln+c9//pP8/956660mw/vxxx+bLFh9Z599tnkshx9+eHK/0vuzHpM+X/pcXnXVVdK9e3fzcy+88EJznX5oBq0+K3D98MMPk0EoACAz/Rr6Vb6saEF1hNeuw/nGpPv+c9vHvjwJ+RZKn7A9Mwq6xZZJ14rf5LvYIHHSfz6dKcOjvzv6M7NBU3FEuwjKrAmHn376qflQc+fONQfop556qjnotbIWy5cvr/O9eiBu1WQ6uU1DLrjgAnMQbtGD7n79+pkBIQ31lM2ePTuZYdEzU1Xh9J39akqBryBZprkmGlBoUKVlnGPGjJFZs2aZPjsNqq3nQEvvvv32Wxk4cKDce++9JrDQTOj6669vamhPOukkE3AcfPDB5jl68MEHzet/zz33mNd98ODBJkBvjAa0GmxZz6l+rY9HA7nddttN/vjjDxk9erQ8++yzcvLJJ5ttzjnnHPNYf//9dxM8XXfddXLZZZfJMccck7wf3UaDK338Ggj++OOPMn78eOnTp48cd9xxss0225ig+/TTTzf/v7///luuueYa+e9//yvrrrv62SLNuP70009yxRVXmJ/RUGZRf4YGWDvssEPycejlJptsYjJnDe1vuu9oMKuBJf2IAJDZ5nw/R+R7kW36bCMnD4//zWpQxWLx/XdfiUmeRPa+R8Rjf6XERS/+KOU1YTl6dH/pXky/u90u+2OilEcq5Mft7pKKgr5tvr8B7/9TAmUzZeJea8nK3qPFCRW1YTn4gakSjnlk+512kYDP9e6njGIlAtptUKYH95opSKUDEbR0bb311jMBQ//+/U0A8/PPP8suu+yS3E6/Hjp0qPncyW0aoo9ZP+rTMfr1R+lrVkb/X1pGpx+VoUoZ/ZQzv1D1fX7I51KYXzeT19jUQw2cdDDG1ltvba7T4EUzZVb0r7c98cQTss4665jrTjvtNPO1Zq3uvPNOE+hq6nbzzTc3/28tz9PyPYs+J9bz0piGtvnHP/6RzMYNGTLEBFNaCvvPf/7TBEOPPPKICdo0UFSaldPrrPvRbfTx6TZdu3Y1waMGY0ceeaQ89dRTpvRQnXfeeSbzqddrUK2X+rMborcrDQY1ONegXvcrDeo0M6g/W7OFqkePHnX+P5r5W7x4cYPPg16n39vQfgUAyCzTl003l6N6j5INum/Q+IazpojUhkQ69RcZ2vDfnbZYWROWaSvih4J7jN1JOhbw98Vut85/TMrLK6TroHVknR6btP0Ov+ouUjZT1u6oB6+rWivSKRxZ1fJRExHpwH7SIs09bnMt1NXR85oRS/3QA2MdeKCfWwfO+++/vzmQtsrANPuimTUrS+PkNrlIe5w0oBo1alSDt2uGSsvpNMuTatNNNzXfq7RPT6cejhw50gQ0+hzrMghtVb/sVTNMGlilPi7dnyz6Gg8fPrzO/037xfQxaaZOAzsNLDUITT2rod/36KOPygcffGC2byqjZ2UfNVuoJZkatGqApycg7rvvvjrb1F9qQR9vU4EpACDzaZXMD0t+MJ9v2HXDpjde9mf8snPdfne7zFoSX2qmc2E+AVmaFOXHq2VWhmxajieQaLOpKRen+Lx5Uuj3JgN5ZPni0Y3RkjOdgKgH+TrNTqfaHXXUUaZnx41t7C4h1IyVG/RnN4c1PKOxJsXGbtevU88MPPbYY6ZsT/vF9HMtiXznnXdks802a/X/oanyS+tn1++/Sv3a+n5dAiE1WGvIyy+/bAZs6OLiWg7Z2PaaaVOarbP64rbbbjuTxXvllVfkxBNPND1tSss3rc+trzfeeOM1/r8BAJlrYeVCWVy1WLwer6xbuoahCUsTQVlpeoKyv5bEe136d2l6WRa0Xgd/vD2mItT2tVaNYKLFobp5JXF26RDwSWVtRMqrCcpyIijT3iTroNaigxB02MJbb71lDlq1DKx+1sbJbeykQUFzSgjdpD1hWn6nkwI32GCDOmf69PFr4KE9UzqhUre1btOvtdcrdVv9fv3QgGzLLbc0i4VrUKa9YnYv0K3ZOX1cU6ZMMVkwpVmur776Snbffffk/00Hu2jAVT/Ish6zVcKqvWfaB6eBuo7w1x60hnq7tFRSS2HrN3Xq19YQGc0SawmnBqVWEKZli7rv6T4HAMhePy750VwO6jRozSdI050pWxr/WzWwS/s+Fslk2ZApU8VBnywsryEoy5WgrLEyQe3ZSp3k5/Y2uUSfj4svvtj0Y2lQoZlELfvTbJf2jWlApZMXdRvN+mj5ny7wrAMvrImDn332mdx0001mqqEOx5g+fbq5j+OPP97crkGTDniZOXOmCQAbGonfmsd9xhlnmPXvdBqkljrqlEVr7L7SoEqHeGivly7qp0Gk9oC9/vrrZrCGbq9TDzUI0x4yvdSsqWZR9f+sw2jq00Du0ksvNdMUtXRSg9BXX33VZAj1UulzpkGeDgzRfkUNIPVrDXAPOOCANv2/AQDt2w+L46WLG3RpopfMoUyZVb44oJSgLF2K8+NBVEWtTZmyQCJTVuNwpiwYr0Aqr27eeHdkeFCG9kkHXWgWUXutNODQYENLPS0akFnBmQY1mnXSIMsqzdOpiDrSXoeD/Prrr2bAhY7H19JQpcGbXq+TDnX4hgZxVnarscWjNYiqP9VQb0+dXKgBl5Yr6sAODSg16Dr66KPrLHtw1llnmcepQ0n0/6SfayZNs7ZKg0ktxdSBIEq/VyeH6kh+DaC22mqr1Z4va6S9BnuLFi0y/xedFGmN1Fd6/1r6qc+Z9q/pc6SZs4aGxgAAssdPS35qflCWzJTFB1bZbVaifHEA5YsZlClzJygrCcZDBnrK0scTY8VAW+kBtgYMOnCioZH4f/75p8mMMNYcLcG+AwCZTw+5tn56a1lRs0Ke2u0p2aBrE4GZ9gxd1y/++fmzV/US2WjL696Tucur5LmTRstmA52Z5Jdrbv36Vnng+wfk0PUPlfNHnt/2O5xyl8hbF4hsuK/Ifg+JU05+/Ct544f5cvmeG8iRY9JzkiAXY4NUjHoDAABwwNyVc01A5svzyZDOQ5reeNnM+GVhl7QEZDXhiPy9Ij5tuj89ZenPlNVmfk+ZIlOWPgRlAAAADg75WLfzuuL3+l0d8jFnWZXEYmJGnXfrQOl8unTIt3n6oktBWYdAvKesjJ6ytCEoAwAAcMCPi39sN0M+kuPwSwubXGIG7aynzKWR+MlMGSPx04agDAAAwMFMWZO9ZA5lymZakxcpXcywTFmJq+WLrFOWPgRlAAAAaRaNRVs2eTHt4/CtNcpYONqJxaPtX6fMpUxZDYtHpwtBmQsYeAn2GQDILbPKZpkD86A3aBaOdjtT9ldi4WiGfDiUKbN9nbJyPaAUp3vKWKcsfQjKHGQtiKwLEgMtYe0zbV1UGwDgbunieqXrmemLTQrXiqyYk9ZMWbJ8sZRMmRNBme2ZslhEJBQPrJ1A+WL6sXi0g3Sx4MLCQrOgcH5+vuTlERNjzaLRqNlndN/RfQgAkMFDPprTT7ZitkgsKuIrEOnQw/bHEonGZM7S+Dh8esrSq8gfD3orw5USiUbEm9fGk6vm/nQwSyyeLUvcf7oRlKUfR3gO0ulGvXr1MgtIz5o1y8kfjQynAXz//v2ZkAUAGWr60unmcmiXoc3vJ+s8UA8ebH8s88uqpTYSlXyvR3p3KrD9/rF6pkxVhCukxN/GNed0f9ASxpoV8aCsuKcjTzc9ZelHUOYwv98vQ4YMoYQRLd5vyKwCQOaaVzHPXPYr7tf8frJ0DflYHC9d7Nu5ULx5jMNPJ12PLj8vX0LRkOkra3NQZo3F16DMwbH4xcH85KAPnY3AMgr2IyhzgR5cB4NBN340AABwYfLigsoF5vOehc3IbCybmdYhH7MSQz4oXXQuW7asZllGT2DsEPAlS1+rQhEp9BNC2I2mJgAAgDRaWr1UwtGweMQjXQu7tptx+ANKC9Ny/2h4LL59a5UVO75WWaHfK1ZSlbXK0oOgDAAAII2sLFnXgq6mlM3tcfizkgtHM3kxMycwOr+AtJYrWtkygrL0ICgDAABIo/kV881lj8JmTFLUtaes8sV0Z8q6kClzQlF+PPjN5PLF1L4y1ipLD4IyAACANFpQkegnK2pGP9nKBfH1pzx5Ih2bMRSkhXRIg7VwNEGZw5myWruDMucyZYoJjOlFUAYAAOBA+WKPoh7N7yfr2FfE57f9sSypqDUT9HSyuk5fhHNrldnfU+Z0pozyxXQiKAMAAGgv5Ytp7yeLZ8l6lQQlmN/GhYzhTk9ZsGP80sGR+MrqKVtZHXb05+YKgjIAAIA0So7Db075Ypr7yf5aGs/W9KefzPmesowvX4z3lJVVhxz9ubmCoAwAAMCBnrJmZcqW/xW/7NQ/LY/l7+XV5pLSRecU+4szfiS+6pAoX9TyV9iPoAwAACBNdLBGi3rKVsyJX3ZMT1A2d3mVuezdqSAt9w8npi86PxJf0VOWXgRlAAAAaVw4OhQNmYWjuxd0X/M3rJi9atBHGvydCMr6dAqm5f7ReE9Zxg/6oKcsrQjKAAAA0sTKknUp6CL53jUsHB2NiqyYm9agbF6ifLFXRzJlTsmeTFl8/6V8MT0IygAAANpDP1nFQpFoKL5GWXGvtGbKKF/MhnXK3Jm+yKCP9CAoAwAASJP5lS0Yh29lyYp7i3jjB8B20oPp8sSQht6ULzq+Tpl9I/FTMmWxmDiFxaPTi6AMAAAgzZmyZo3DT/aT9Ulr6WKnwnwp9Nsf9MHhnrJYVKTWpvtswfTFctYpSwuCMgAAgDRp3eTF9A756E0/mSs9ZRqURTWQaqv8QhGP1/G+shKrp4ygLC0IygAAANJkfkVLyhfTG5QxDt/ddcpUZaiy7Xfo8biyVpnVU1bO4tFpQVAGAACQ5kxZy8oX+6XlscxbYQ35YBy+k/x5fvHl+dI0gbHM8Z6yitqIRKLO9bLlCoIyAACAdC0c3ZLpi2kvX4z3lDF50Vkejycr1iqzesoUY/HtR1AGAACQBstrlktttNZ83r2wOQtHU76Y7X1l5bU2lRu6UL4Y8HnF74uHDgRl9iMoAwAASGM/WZdgF/F7/U1vHKoSqVyc3oWjrfLFjpQvOs32TJk1Fr/a2bXKiukrSxuCMgAAANcnLybWKPN3EAl2sv2xaA/Q/BWUL7qdKbOvp8z5TFmdtcqYwGg7gjIAAIA0aFk/mTXko298up7NFq+skVAkJt48j3QvDth+/2haB3+6esqcDcpYqyx9CMoAAADSYH7l/BZMXnRmjbIexQHxeTn8c6t8cWVt5k5fVMWB+Fpl5TVhR39uLuC3EgAAIA2YvAiL/dMX3QnKVmXKQo7+3FxAUAYAAOB6T1l6M2Wr1igrSMv9o2lFfnrK0DSCMgAAgDROX2xZT1l6Fo6emyhf7MXC0e6WL2b6oI/k9EXKF+1GUAYAAJCOhaMTmbL21FPWh0yZu9MX7eops0biOz59Md5Txjpl9iMoAwAAsNmKmhVSE6lp3sLRsZhI2dw0ly8mxuF3pHwxO3rKil1Zp8zqKSujp8x2BGUAAAA2s7JkpcFSCXjXMIK+colIWIMmj0hx77RmyihfdEfWlC+yTlnaEJQBAAC0h36y4p4iPr/tr0V1KCKLV9aazylfzJZ1yjq6s04ZPWVpQ1AGAADQHiYvlvRJy+swP1G6WOj3SseCeE8QsiVTViYSjYpTSugpSxuCMgAAAFczZc4M+ejVMSgejyctPwPNG/RRUWtzT5nEROzKvjUD65SlD0EZAACAzdrT5EVrHD5rlLlfvqiZMp3M2Wb5BSIer+MljMmeshpG4tst/sy6KBQKyQ8//CArV66UddddV7p3797gNt9//70sW7ZM+vfvL0OGDGnwvnSbBQsWyNChQ6V3795p3QYAAKAxCyoWtJs1yqzJi/STuZ8pi0lMKsOVya9bTTOeOha/apmjQZnVU1bGOmXZlSl78sknZb311pOTTjpJzj//fBkwYICcfvrpdc4gfPbZZ7L22mvLAQccINdcc42MHDlStt9+eykvX7UDakCn12277bZyySWXyKBBg+Sqq66q87Ps2gYAACCTMmWryhcZh++WoDco3kRmy7a1ylwYi2+tU1YbjkpNOOLYz80FrmbKNPj64osvpEuXLubrqVOnmqBrl112kfHjx5vrNEjbdNNN5X//+5+pg160aJEJ5O644w654IILzDYaQP3555/yyy+/mPt6++23ZaeddpKxY8eaDzu3AQAAWNPxTXvqKVtVvhhMy/1jzfQYVrNjZbVlNk5gtBaQLnM8U6ZWVocl0CFRQonMzpQdeuihyYBMDRs2THw+nyxdujR5nWbEtIzQakzt1q2bKXG0MmX6xvfYY4/Jcccdl7yvHXfcUTbZZBN59NFHbd0GAABgTfTAuzpS3bzpi+EakZULHClfpKfMXcX+YpsnMFpBmXPli948jxT5Exk/+sqyq6dMM1+ff/65lJWVySOPPGIyUvvuu2/y9htuuEFOOeUUEyhpeeOkSZMkPz9fTjvtNHP73LlzZcmSJbLRRhvVud8RI0bIt99+a+s2DampqTEfFv1/WH1w+gEAgO2WzZS8z+8Wj1lwuO1ZlL8TB+2wx2xvtUiJSIeoV6bdflST2/qj1bKxloN5AnLhq3+JeBL9ZTb6a2mluezewcexiYsKfYXmckXVClteB6+/yGRXwpXLJObgMadOYKyojciyldXSu8T+dfWyTXNfa9eDstmzZ8s999wjixcvlt9//10uuugiKShYVfOsQdLw4cPlzjvvlIEDB8qPP/4oxx9/vMmYqeXLl5vL0tLSOverQZx1m13bNOTaa6+Vyy+/fLXrNXgsLIz/8gEAYKcRfz0oA5Z8YMt9aW4mPfmZ3FVTEBQp6S59Q1WyxfLXm/U9v0Z6yXPf/J22x+TPi8m3Uz6Qn5i77Zra8vgC3h99/pEs9a+qCmutTZeUixa8/jztC/nj77rHr2kV0kyZR9754BOZ1dGGSZJZrrIyflKk3QdlWh746quvms+//vpr2WqrraRTp05y1FFHmZJC7S/TbWbMmCF5eXkmeNOv9barr75a/H5/g/9h/dq6za5tGqJ9bWeffXadTFm/fv1ML1pJSSKtDACAjbyP3GYuo8MPkliXhicSN8fyylp54ONZpiRpzCAHD+qy3KcyU2c5i9/fTz4duKr6p3Ee+bN0a5lQtHbaHtMm/TvJ5gM7p+3+sWZvTn5TZv09S9YZto6MHxSfndAWea+/K7LsMxm6dl9Zb2zb76+5Hp7zuSyYvUI2GLGp7LD+6lPTUZdVRdfug7JUGmxtvvnm8t5775mgTEsKf/75Z7n55ptNQKa6du1qhoC89dZbJijTEfler1fmzEk0yaZk4NZaay3zuV3bNCQQCJiP+rTEUj8AALCVTihe8pv5NG/L00V6bNDqu/pu+kK5+4Opsl63YplwFAOt7PLVN7eLfPe9rL/eOBkz6uJmfc8Y23462ntPWVW0yp5jxMJO5sIbrhSvg8ec1gTGqnCMY91maO5r7VoSOxKJyIoVK+pcV1VVZTJi1tpgWqKogz+0rDFV6jbBYFC22WYbeeGFF5K3a7nhu+++a7Jsdm4DAIDrKhaJVOvfT49I6aA23dXvi+IDBwZ1iy9sCxfWKEPOKPIX2TzowxqJX/d4Ot1KEkFZOWuV2crnZtPbqFGj5MADDzTTFTUAeuihh0xGzBrioRmoM844Qy688EIzbVHXK9NercmTJ5tgKbWvSweEnHzyyTJ69GjTo6b9Z8cee6zt2wAA4KrF8SyZdOovkt+2Eee/L4qP5h7UrY0L2aKO+ZXzm79GGXJGh/z4yY+K2oqMnb6YOhaf6Yv2ci1TppmpTz/91AzD0DXIdL2yww8/XKZPny59+vRJbnfTTTeZqYwzZ86UZ5991vSbfffddyarZdG1zfT7dWz+Sy+9ZPq5Pv744zoDQ+zaBgAAVy3+NX7ZdZ0235WVKVubTJmtyJShIbpOWaaPxFfFwXhQVlbNlHE7udpT1rlzZzn33HPXuN0+++xjPpqiExrvuusuR7YBAMD1TJkNQdkflC/aTgeRLahc0Lw1ypCTPWX2LR5d7Pji0dZIfGvxaNiHwagAAGSSxJAP6Tq4TXezojIki1fGR3SvTfmirQtHV4WrzOf0lCG9mbJilzJl9JSlA0EZAAA5WL74++L4gWHPkqAUJXpE0HZWlqxToJMEfW3r+UOW9pTZnilzOCijpywtCMoAAMgUoWqRZbPsCcoWJiYvdmfIh53oJ8OaMmXltTYFUcGOrvaUldNTZiuCMgAAMsXSP7RrSSTQUaSomy2TF9fuyjj8dExepJ8MjmbKolHHe8oYiW8vgjIAADKudHGIiMdj05APMmXpyJT1LGQcPhxap0xP1NTadJ/NQE9ZehCUAQCQcUM+hrT5rpILR3cnU2YnJi+iOZkyndLZZtqzmJfveAkj65SlB0EZAAAZNw6/bUFZKBKVWUsqzeesUWYvesqwpqAsGosmJ3S2iWbLXRj2UWKNxK8J2xNcwiAoAwAgxyYvzl5aKeFoTAryvdKrhAmB6egp61lE+SLqKvAVSJ4nL+PXKrN6yiLRmFSFIo793GxHUAYAQCbQM9KLZ8Q/7zLEniEf3YokL69tvWlYRbMG8ysSgz4KWTgadXk8njSsVVbieFCmJ3O8ifcNhn3Yh6AMAIBMUD5fREdpe7wipWvZ0k9G6aK99EA7uXB0EUEZHJjAGCxxvHxRg0urr4ygzD4EZQAAZFLpYueBIr5Am+6KyYvpYWXJOgY6mlI1IO1rlVnli9XOZcoUa5XZj6AMAICcm7wYP0s/qBuTF9MyeZHSRTSiML/QXFaG44N22iwxZl9qbcq8NVORP54pq6ylp8wuBGUAAOTQ5MW65YusUWYnJi9iTYLe+GCdmnCNPU+WlZG1Y5pjCwTz4yFENYM+bENQBgBAJpUvtnHIx9KKWlleGTKfr92VTFk6Ji/ST4bGBH2JoCxiU1CWnwjKQtWOPunBfK+5rA5FHf252YygDACATGBNXmzjOHwrS9anU4EU+OMHVrA3U9azkHH4aFjAG+8HtWWdMpWfWNIiZFM5ZAuDMkbi24egDACA9q62UmTFX/YEZQspXUx7TxmTF7Gm8sWI3eWLTmfKKF+0G0EZAADt3ZJElqygs0hRlzbd1R+LGfKRLvSUobnli9WR6owuX9S1yhQ9ZfYhKAMAIGMmL7YtS5aaKRvUnX6ydPWU9SyifBFNly/aNugj361BH/GgrCZMT5ldCMoAAMjByYuDujJ50U4ra1cmFwRmJD4cy5Ql7k9C7gRlVYzEtw1BGQAAmRKUtXHyYk04IrOXxQ/eyJSlp5+s2F+cXIsKaKynrNquHjBrX3M4KAvQU2Y7gjIAAHJk4ejZSyslEo1Jh4BPuhfHy6hgj/kVlC7CjZH4QVcGfSR7ysIsHm0XgjIAANqzWExk6Z/xz0sHtemuZi6Oj80e0KVQPB6PHY8O9ScvFvbgOcEae8psy5RZ0xfdGolfS0+ZXQjKAABozyqXitSUxT/vPKBNdzVr6aqgDPZi8iJaFJTZNn3R6ilzeCS+LzESn0yZbQjKAABoz5YlsmTFvVZNWmulv5bEB1H0L2XIh92YvIjmKEhktuwrXyx0ZfqitfB8TYjyRbsQlAEA0J5ZpYud12rzXZEpSx8yZXCnfNHl6YsEZbYhKAMAIBMyZaVtD8r+WpIoXyylfDFtPWVF9JShcQFfICsWjw74rMWj6SmzC0EZAAA5kCnTqYuzl8WDsv70lKVv+mIhC0ejGeWLGb54tFW+WE2mzDYEZQAAtGfLZtqSKZu3okpCkZjkez3Sq2PbetOw+sLRK0PxRbnJlMGV8sVoWCQScnzQB+WL9iEoAwAgE8oX25gps0oX+3UuFG8e4/DttLByobkszi+WonyGqKAZi0fbXb7ocF+Z1VNWQ/mibQjKAABor/Qgq3yeLZkya8gHpYvpm7xIlgyOLx5tZcocXkCa8kX7EZQBANDeSxcDHUUKOrfprmYx5CP9kxcZ8oFmli9qUBaN2TAkQxeBTy4g7WCmLDHog/JF+xCUAQDQ3od8lA6MH3y1wV9LE2uUdaG8Lm1rlDHkA83MlNm7VpnzY/GD+YnFo0MRicVijv3cbEZQBgBAlveTpWbK+jMO33asUYaWZsrsncDo/ALSwcT0xWhMzAAhtB1BGQAA7X4c/sA23Y2eyU6uUcY4/PRlyooYh4+m+fJ85sPWYR/JBaSrHS9fVNXhiGM/N5sRlAEAkOULRy+rDEl5Tdh8TqbMfmTK0KoJjGG7F5COn3hxgi6tYQ1xra4lKLMDQRkAAFm+cPSsJfF+sh4lgeQoa9hnQSWDPuDiBMbkAtLOZco8Hk/yvaSasfi2ICgDAKA9ikZElv9lS6bsr8Q4/AGlDPmwW2WoUspry83nPQp72H7/yOIFpG0vX3Sup0wVWEEZ5Yu2ICgDAKA9KpsrEg2J5OWLlPSxZ8gH/WRp6yfrkN9BOvg72P8DkHXSV77obFBmZcqqKF+0BUEZAADtunRxgEhe20oOWaMsfegnQ0sFfKvWKrM1U+Zg+aIKpIzFR9sRlAEAkOXj8FetUZYYnQ3b0E8G9zNlhS6XL9qwCDYIygAAaN8LR9sRlFnj8Okps9v8Csbho3WDPmzrKXNh8WhF+aK9yJQBAJDFmTItLVpQFi+TGsDC0enLlDHkAy0d9GFXpsxnTV90OiiLhxE1DPqwBUEZAABZnCmzsmTFQZ90Ksy345EhBT1laDcj8R1cPLpO+SI9ZbYgKAMAoL2JxUSWzYx/3nmgPUM+uhSatYWQnumLPYt68tTC3emLDmfKAkxftBVBGQAA7U3lUpGaMpuCsviQD9YoSw8yZcjVdcqCPgZ9uB6U7bfffq26DQAANIOVJSvuteoseBvLF5m8mJ6Fo8tq48FzjyIWjkbzFCR6wGrCdpcvOjx90c9IfDu1Kih7/vnnG7w+Go3K//73v7Y+JgAAcpuN4/BZoyz9Qz6K8ouk2F+cxp+EbFynzL7pi1b5YrUrmbIqesqcD8oWL15sPlI/tz4WLlwoL730kvTs2fya6t9++02OOOII6dGjhxQVFcnIkSPllVdeWW27n3/+Wfbcc0/p0KGD2fbiiy+W2traOtvceOON0qdPH8nPz5eNN95YPvjgg9Xux65tAADItHH4ZMrsx+RFtI/pi+6OxK8JsU6Z40FZt27dzEfq59aHBkv777+/TJgwodn3d9ddd5lgS4Ou+fPny7777iv77LOPTJs2LbnNH3/8IVtuuaX07t1b/vzzT/N1cXGxfPXVV8lt7rvvPrn88svlwQcfNAHi+PHjzcfMmTNt3wYAgEzJlEWiMZmzjDXK0oV+MrSpfNG26YvuLB5tjcRn+qILQdk333xjPlI/tz5++OEHWbJkiZx11lnNvr9bbrnF9KCVlpaaQOucc84xk6FSA64LL7xQ+vfvL3fffbcJ/jSjdt5558no0aOT2/z73/+WY489VnbZZRfp2LGjXHXVVeY+77nnHtu3AQAgUzJlfy+vklAkJn5vnvQsSZxNh/2ZMvrJ4OagD2vxaKfLFxmJbytfczcMBoNSXR1/sTWQGjFihC0PIBaLSSQSkbKyMrn33nulpKREdtxxR3ObXv/aa6+ZwKyxMb5Lly6VX3/9Va699trkdbrtuHHj5NNPP7V1G7Rf02YvNwcfQCYLVv4tnZZ+5/bDQCv8WjtXVkTjUw7t0HfFb5JfWCDTZ/8hlcuebvX9zF9RLb7iedKtJCDv/hUvNYJ9vl74tblkHD7axeLRoXhW3OmgjJ4yh4OyvLw8qaioMJmq5557zqYfL/L222+bEkENwDp16iRPPfWUyYypRYsWycqVK83PHjVqlHz99dfSq1cvOfLII+WSSy4xfV9a9qisskpL9+7d5YsvvjCf27VNQ2pqasyHRYNLFQqFzAfS78e/y2Tvuz/jqUZG80pEPgycKX08S9x+KGihL4IBubqXzZP3SvUgq0Bk0WMii9p2VwV9RfQv079okU6bboFu/M1Hs+V78pNBmS3Hip580XuMhaok7OCxZ35ezFxW1YbZ/5vQ3Ne42UGZlgvuuuuuZviFOvPMMxvdduLEic29W9lpp50kHA7L8uXLTaZMe8wmT55sfp5m0ZRmr1544QXZaqut5PPPP5e99trLXH/FFVc0er86CXJNi2TasY0+Nu1Dq2/SpElSWJio8UVavfaXVuHmSUd/TLrGTz4BGWdE9GfpE1kiVRKQ3zxtW5cKzvpvkQ6eikjXsEe6hO1bnHmlFMpCT9c2348+os6BmARJlKVFh7wOEpkekdd/fT09PwBZ59fQr+Zy4dKF8vrrbd9vOlTPle1NoqxM3rDh/prr5yX67uKVvxcstuX/ka0qKyvtDcoef/xx03M1Y8YM87V1aRfNkmmvmGbhHn74YROUde3a1WTDDj30UNluu+3MdltvvbUcffTRZiy/BmWaOVM6/TGVZtmsSZB2bdOQCy64QM4+++w6mbJ+/fqZYFNLMZF+99w5RUTK5eI9hsneI3rzlCMj5b35nshXIoHh+8r6e9zm9sNBM+nJwx9e2k2kcr5csv1E2brP1jx3AJrUfUF3efTdR8Vf5DfVYm22/C+Rny+QfE/EnvtrpuAvi+SRX7+RwuKOMn78KMd+bqaxquhsC8o0aLnpppvM5xqkvPrqq5IOWgqo5YpKA7ItttjCZKtSaamj1xs/5de5c2dZf/315f333zfTG60/kvq1ljnauU1DAoGA+ahPH7t+IL20X+Ln+eWiyczt1u/Jc47MpO9xv7xmPs3bcG/J470jY/yy9BeZXzlfgt6gjOk7RvJ9vO8DaFpRoMhc1kZq7TluKYivkecJV0u+z6dDERx5CToE/eayJhzj+KsJzX2NW7V4tNV/tSZNZZi0P03H33/22Wcmgvzrr7/k3HPPNePxde0yy/nnny9PPPGEvPHGG2Y77UF75JFH5LDDDktuo1MbH3roIbNOmma6dCy/bnvyySfbvg3alw9+jWc2N+rbSbp0oHYRGWrOVJGV80UCJSJrj3P70aAFJs+ebC5H9RolQWutIABogvVeYfvi0Q5PYExOXwxHHPuZ2azZmbLWWLAgPiq2ITow5MQTTzSTFXWkvn5tLdY8ZsyY5Ha77babGUmvAdKsWbPMEJBLL720Tk+bljOWl5ebcfz6M4cNG2Z6urSM0O5t0L68Nz0elG27bne3HwrQej+/HL9cZ2cRHycXMskHc+LTM7bpt43bDwVAhtDMelqmL1prlaUGaQ6sU1ZVS1BmB0/MmqaRBjogI4133y5pZk3XOFuxYgU9ZWlWG47KxldMkoraiLx86pYyvG+ndP9IwH76HjlxuMiKv0QOeExk6J48yxlicdVi2faZbc3n7+7/rnQv5OQQgOYtOr7DczuI1+OVaUdMs+cpu6KLSDQsctZPIh37OPIy/L5opWz/7w+kJOiT7y7b2ZGfmc2xQavKF4H2YOrMpSYg69ohIBv27uj2wwFaZ960eECWXygyeAeexQzy0ZyPzOXQLkMJyAC0uHwxEotIKGrTCHv9G+Jw+WJBsnyx7uwHtA5BGTLW+4nSxXHrdpO8PGeaWgHb/ZQoXdSAzM8yGpnYTzauL32AAJovtf/UvhLG4KryRYd7yrRyKRLNrcq4dCAoQ8Z675d4ULbdepQMIYNLF61+sqHx9ReRGWoiNTJlni7HQT8ZgJbx5/nFY1YQjL+X2CLfjaBsVRhRw7CPNiMoQ0aataRC/lhUIb48j2w1pO2LqwKuWPizyJIZIl6/yJCdeBEyyNT5U6UqXCXdC7rL+qXru/1wAGQQnbmQnMBoV6YsWb7oYFDmW7UifXWIEsZ2HZTpItBAOksXNxvYWUqCrAuEDGVlyQZtJxJksflM8sHs+NTFsf3GmgMsAGiJgDeQpvJF53rKtHXE70tMYAwxgdG1oOy3336Tyy+/vM7Cyrq+ly7+bDnqqKPa/ACBhrz/yyJzySh8ZLQZ78Yv19/D7UeCFvrk70/M5TZ9GYUPoPVBmX3li4kx+KFKR1+OYCIoqyYocyco07XERowYIZ988ok8+uijyes//fRTueuuu9r+qIAmVNaGZcofS8zn9JMho5XPj192W8/tR4IW0KVe5q2cZz5fr5TXDkDLFSTWFrN9AWkHpy/WWUCaoMydoOz888+X22+/3SysnEqzZnfffXfbHxXQhCm/LzGTfvp0KpDB3TvwXCFzh3xUxDO+UtjF7UeDFiirLZNwLGw+Lw2W8twBaAfli1amzLmeMlXgJyhzNSj7/vvv5cADDzSfp9bSDxgwQGbOnGnbgwMa8tFvi83ltut1o5cDmau2YlVDdlE3tx8NWmBZ9TJzWZRfJH4d0gIALRTwBWzOlDk/fTF12AeDPlwKyoqKimThwoWrBWVff/219OzZ04aHBTRuzrL4G876vRiMgAxWuXhVc7a/yO1HgxZYVhMPyjoHOvO8AWiVAm88s1UTtrmnzMHpi6lj8SlfdCko23fffWXChAlSXl6evO7zzz+X4447Tg444AAbHhbQuIXl8bNKPYpXLb4IZJyKxauyZEzvyyhLq5eay9ICShcBtC1TZtugj2T5ols9ZYzEdyUou/7662XFihXSpUsXiUajUlpaKqNGjZJ+/frJFVdc0eYHBTRlQVkiKCshKEMGs/rJilhnL2ODsgBBGYC29ZTpeof2li9WuhKUMRK/7Xyt+abi4mJ55513ZMqUKfLll1+awGyTTTaRrbfe2oaHBDQuEo3JovL4WaUeJfE3NCCjM2WFBGWZ2lPWOUj5IoDWCXqD6cmUOT59kfJFV4Myy+jRo80H4JQlK2skGhPJ84h06UBQhmzIlDHkI9MQlAFoq2BisWfbR+I7XL5YwEh854OyRx55pNl3yqLRSJcFZfEzSt2KA+LVyAzIVJXxtfYoX8zg8kXG4QNoLyPxXRv0wUh8x4Oyyy67rM7CmX/99Zf5vFOnTuZy+fLl5rJ///4EZUgb+smQNegpy1hkygDYlSmzr3zRpZH4DPpwftCHrj9mfZxyyikybtw4+e2332TZsmXmQz/X6/75z3/a9+iAehYm+sm6F1O6iAxH+WLGIlMGwK6eMvsyZYUuB2URR39uNmrV9MX7779f/vOf/8jgwYOT1+nnep3eBqQ7U9adyYvIppH4yChkygC0v56yoKuDPpi+6FJQNnfuXMnLW/1b9bo5c+bY8LCAhrFGGbJv+mIXtx8JWkDL95fWMBIfgD09ZbYtHp1cp8ydkfisU+ZSULblllvK8ccfXycA08/1Osbiw4lBH4zDR0aLxShfzFArQyslHA2bzxmJDyDXpy8GfYmR+GHKF10Jyh544AFZvHixDBgwQPr06SO9e/c2ny9ZssTcBqQLgz6QFWrKRKKh+OcsHp2RpYsFvoLkQRUAuN9T5s70xQJ/IlNWS1DmyjplAwcOlKlTp8pHH30kP/30k7lu6NChZMngWKasOwtHIxtKF/0dVv0hRUZgyAcAW8sXs2X6IpkydxeP1lJFyhXhlHAkKksqrPJFzlAjgzEOP2MRlAGwQ7aULwZ89JS5GpStaSFpFo9GOixeWWtacXx5Hikt9PMkI3MxeTFjMXkRgK1BWZaUL1ZRvuhOUHbxxRfX+ToajcqCBQvMpfaXEZQhnf1k3YoDkpfn4UlG5mfKCru6/UjQQstq4j1lnQOdee4AtKPpi4kKIh1EFAmJePMdeXUY9OFyUNbQ2PuysjI55phjZJtttrHjcQGrYY0yZF+mjKAs01C+CKB9li8mFo+2+sqcCsoSPWU1oagjPy+btWr6YkNKSkpk4sSJcuedd9p1l0AdC8oT/WTF8bNLQMaqJCjL9KCMcfgA7Ji+aN+gDz028ji+gHRy+mKI6YvtJihTwWDQLCwNpMPCRPkiQz6QPYM+urn9SNDKnrLSYCnPHQBbpi9GYzZkmTyelAmMzi0gHUwM+qgiKHOnfPGzzz5b7bply5bJrbfeKptttlnbHxXQ5BplZMqQ4QjKMhaDPgDYIXWdQw3MdO3DNssPxgd9ODiBMZifWDw6FJFYLCYeDQ7hXFA2evTo1a4LBAIyZswYuf/++1v3SIBmr1HGOHxkuIol8cvCLm4/ErQQPWUA7MyUWcM+7AnKCkWqljk6gTGYKF+MxkRCkZj4fQRljgZl5eXlq11XWFgoeXm2VkMCjWTKCMqQ4ciUZSQ9C0ymDIAdfHk+8xGOhu0b9pEsX6x2vHzRKmH0+4gFWqtVz9zAgQOlQ4cOdT6sgKxrV6aJIT0WJQZ9dGfQBzJZNCpSmciU0VOWUSpCFVIbrTWfMxIfgF3DPmxfq8zBnrJ8r0esVYpq6CtzPihbsiRxQFFPKBQyo/EBu9WGo7KkIn4wRKYMGa16uUgsMaWK8sWMYmXJ9ECqMHX8NAC0oa/MtgmMyQWkncuUaQ+ZNRa/mrH4zpUvPvfccw1+rnThaB0AMnjw4LY9IqABi1bWJM/IdC50Zu0NIK2li8GOIj4/T3IGWVoTH4fP5EUAdvaVVdnVA5YsX3Sup0wV5HulsjbCBEYng7Ljjjuuwc9Vfn6+KWu8/fbb2/qYgMYXji4OMtkHWbJwNOPwMw39ZADa9VplyfJFZ4OyVZky1ipzLChbvny5udRs2IwZM9r0g4HWrVHGOHxkSaaskP7bTENQBsBO2VC+qAIpY/HhcE8ZARncGodPPxmyZ/IiQVmmYRw+gPZdvljgWvmiYgFphzJlTz31lLk86KCDkp83RrcB7MQ4fGQNJi9mfFDG5EUA7TNT5k5PGYM+HA7KTj311GTAZX3eGIIy2G2hNQ6f8kVkOjJlGYvyRQDteyR+Yiqsg4tHq2CifLEmTPmiI0HZ4sWLG/wccHrQB5DRWDg6YzF9EYCdAr6AvUGZC4tH1ylfrCUoc7ynrKkFolk8GumwMNlTxqAPZLiKxDqPrFGWsZkyRuIDaN/TF51bPFoFmL5oCxaPRkZYUG5NXyRThgxHpixjUb4IIB09ZdWR6oyevhj0JUbih6OO/txsw+LRaPd0xOryypD5vAfli8h0BGUZKRaLrRr0Eezs9sMBkE2ZsnBNZi8e7Wckvh1YPBrt3qLEkI+AL09KClq0ywLtSyQsUhUvgWMkfmbRkdVWiRHliwBs7SnLkkwZI/HbhsWjkVHj8D0ej9sPB2i9Ks20xETEI1JQyjOZQawsmT/PL4W+xIQzAGhX0xcLXB2JXxOifLEtWDwaGTMOnyEfyJrSxcJSES9Z34wc8lFQyskhAO1znTKXFo+2RuJruwkcXDy6OVinDHZiHD6yRkViOZHCxifYon1aVhMPylg4GoBdAl6bR+Jbi0c7Xb5ojcQnKHN28Wg7g7JoNCrPPfecvPXWW7Jy5UrZYIMN5IQTTpCePXs2uP2LL74o99xzj+yzzz5y4okn1rntm2++MbctWLBAhg0bJmeffbZ07tw5LdvAWQsS4/BZOBoZjyEfGWtJVXwpA/rJANgelNnVU+ZzZyS+FZSRKXOofFEXjG7uR3MdeeSR8vrrr8u4ceNk7733lg8//FA22WQTmT9//mrbzpw5U0477TT59ttv5eeff65z22effSajR4+W/Px82X///WXy5Mmy5ZZbSmVlpe3bwHkLU3rKgIxWmVijrIhMWcZmypi8CMAmBYkgyv51ytzJlFXTU9YmrjY13H777dKpU6fk1xqYlZSUmMyZBmyWcDgsBx98sFx55ZUyceLE1e7nwgsvlF133VXuuOMO8/Xuu+8uffr0kQcffNAEcnZuAzfXKGPhaGRLpoygLNOwRhmA9l++aE1fdHgkPuWL7SMoW758uQmaUnXt2rwDjtSATP3000/mvtZZZ50611988cXSt29fOeqoo1YLyqqqqkyGTQMnS8eOHWWHHXaQN9980wRTdm0DZ4RqayRUW11nHyuQaulVEBWpreBlyBKRaERqorWSU8rmiOgE0YLOjpeXoG0WVcUDasoXAbTbxaNdWqfMGvRRQ0+Z80HZihUrTK/Vs88+K+Xl5Q0ustlcX331lVx00UVSVlYmM2bMkKefftqUEFrefvttefLJJ2XatGkNfv/s2bMlEolIv3796lyvQdz7779v6zYNqampMR8W/X+oUChkPtAys77/RHq9dKAUeVa9Qb2m/+j7TPNnzaCd+8mfL2f26CbzfDk4gXBgP5HZT4s8+bTbjwSt0DG/I+/tAGzhi/mSmTJbjhk9+ZKvl3p/tbXxk4AO8Hnix/1VtRHeHxvQ3Ne2VUdE55xzjgmgXn75Zdl2221lypQp8sUXX8gVV1xhbmuJAQMGyJlnnml60R5++GG59NJLZezYsWbYhw7b0DLGxx57TEpLG17Tp1Z3Ok2dFiRStgmFhYXJ2+zapiHXXnutXH755atdP2nSJPO9aJm8GW/K4JSADNnnu4BfTurRXcq9rVqRA3BN0BOUsp/K5PVfXudVANBm8yPxGQpllWVmxkJb+SJVslvi8zdfe0mieX5xwp8mP+OTJSvKbfl/ZJvmzqZoVVD22muvmSEYQ4YMMV+PHDlSRo0aZcoONet13nnnNfu+tNRxl112MZ8feOCB5j5uueUWuf76681kxoqKCrnxxhvNh/rjjz9MOdv06dPNC2+VQC5dGl/Y07JkyZLk1ES7tmnIBRdcYLKGqZkyzbbttNNOpj8OLfP1Yx+LlItMKRkvQ4++vc5q8Xl5LByd6b5d/L2c+vEEqQhXyoguw+Sm0VdLgVVukSu8fhGvOZeJDJOfly++vBzM7gJIi7/K/5I7XrlDYt6YjB8/vu13GA2LfBefTr7LdmPja2I64Kd5ZTLxh8/E6w/K+PHbOPIzM4lVRbcmrfrr8vfff8vgwYPN5xp4aCCjwdXWW28tP/74o7SWTj3UwRrz5s0zX++xxx4yaNCgOtv89ttvMnz4cDMS3+PxmPJC/dk6yn633XarM9p+0003NZ/btU1DAoGA+Wjo/6IfaJm8ULxnLBrsJB07Mwwhm3w5/0v558cTpDJcKZv12Ezu3P5OKcwnmwwAyE3FweLk9EWfz2fDwvT5Inn5ItGQ5EtYD0bFCR0KEgNLQhGOfRvQ3Hig1fVD1o6z3nrryQsvvGA+16mJzR3yUV1dbYZqpPaf6aCNqVOnynbbbWe+7t+/v8mipX4UFxebkkf93HoMRxxxhLkvaxy/Pg4NplInONq1DdLLkwjKxN+BpzqLLK5aLKe8e4oJyEb1GiV37XAXARkAIKdZ0xcjsYiENctl6wTGasenLzISv21alSnTRZ4tWq6oa3ppL9iiRYsaHFnfWNSoAY9mqDQbpiWJuhaZlj62NAjSXrbvv//elFPqh35+zTXXyFZbbWX7NkivvNDK+CcBgrJs8tOSn6QqXCV9O/SV27e7PTlxCgCAXJX6t1AnMObbUdqu91lT5ugERmudstpIVCLRmHhpN3EuKPvhhx+Sn++5556mZPHLL780WbMRI0Y06z68Xq9ZD+zqq68291dUVGQCIb1syl133bXa0A/9Hh2soSP1dTjI0KFDpUePHmnZBunlTWTK8oIEZdm4xlP/kv4EZAAAaFFQnl884pGYxEwJY7HEyxntWUDayaBsVeFdTTgihX56b1vDlmdN+8usHrOW0rXAttxyy2ZvP2bMmEZv0yBKP5pi1zZIj/xIfEKNN1FnjeywvGa5uewUqLs2IQAAuUrbcDRbppUk+pGpC0jrMDaLjsUnKGsdZlKjXfFH4pmy/AImV2aTpdXxqaYsvAsAwOp9ZTXhVWve2rOAtHM9ZTod2++LhxTV4ahjPzfbEJShXQlE42d28gsJyrIJmTIAABrvK9PyRVtYU41DzVsbyy5BKygLRRz9udmEoAztSjARlAUIyrIyU9Y52PiafwAA5JqgN5gc9GGL/KDj0xdTh30QlLUeQRnalYJYIigrIlOWTZZXx3vKCMoAAFi9fLHariDK5/ygD1XgJyhrK4IytBuxaFQKJf6mVFjMQIhssqwmPn2xc4BMGQAAloAvkJ5MmcNBmTXsg7XKWo+gDO1GZUWZ5Hnii4kXdujo9sNBGkbikykDAGCVAm+BvYM+XJi+mDoWn/LF1iMoQ7tRVb7CXEZiHikoZCR+tghHw1JWW2Y+JygDACCNmbJk+aI7PWVVDPpoNYIytBuVFfGgrNITFE8eu2a2TV7UBTI7+smAAgCQtp6yZPlipUuDPhiJ31oc+aLdqEkEZdWSOMuDrBry0THQUbx5qxaYBAAg1xUkMlu2j8R3fPoi5YttRVCGdqOmIl7iVpVHUJaNQz46BRjeAgBAeqcvOr94tCpgJH6bEZSh3aitjAdlNXmJszzIqiEfpcFStx8KAADtMyizbfpigcvliywe3VoEZWg3wlXxoCzkJSjLxqCMTBkAAOkuXyxwefFoespai6AM7Ua0utxchnxFbj8UpGONsiBrlAEAkI2LRzN9se0IytBuRGpWxi99ZMqyCWuUAQDQsGCiB8z2xaMZ9JFxCMrQfiSCsmh+B7cfCWzEoA8AABoW9AZtXjw6cWKbkfgZh6AM7UdtPCiL+QnKsgmDPgAAaHrx6KpIVUZPXwz6GInfVgRlaDfyEkGZEJRl5eLRDPoAACDdmTJr0IezPWUFfqYvthVBGdoNb7jCXHqCxW4/FNhoafVSc8lIfAAAGu4ps336okuDPqrDjMRvLYIytBu+cHxNDS9BWdaIxWKyvDqRKQuyeDQAAGldp8yl8sWAj5H4bUVQhnYjPxIPynxBesqyRWW4UmqjtebzzgFG4gMA0OD0RbumJbpcvlhVS6astQjK0G74raCsoMTthwKbh3zomUBrgUwAAFA3U2ZbT5mVKYuGRSIh5wd9UL7YagRlaDeC0XhQFijq6PZDgc1DPnThaI/Hw/MKAEBa1ylLWevVwb4yq6esJhR17GdmG4IytBsFsfibR6CITFm2DfmgdBEAgManL9pWvmhG7HscX0A6Wb4YonyxtQjK0C5EozEplHhQFiRTlpWZMgAA0HD5ovZfR2M2ZJm0KiU57CNegeSEYHLQB0FZaxGUoV2orA1JocTrqQs7UL6YbT1lrFEGAMDqUvut7R+L71ymLJi/avFonbyMliMoQ7tQubJc8jzxX+Ig5YtZF5SxRhkAAI1nyjJ9AmMwUb4YjYnURugraw2CMrQLFeXxMreIeMTjL3L74cAmy2rIlAEA0Bhvnld8eT57M2UurFVmlS+qaoZ9tApBGdqF6ooV5rJKCuL10MiqTBk9ZQAANKzAW2BzpqzQ8Z6yfK9H8hKHbzX0lbUKQRnahRorKPOwllU2ISgDAKBpATMx0c6x+EHHpy/qsjfWWHwmMLYOQRnahdrKMnNZk5eyvgayZ/pigOmLAAA01Vdm31h8q3zRuZ4yVZAIyihfbB2CMrQLoapyc1mbSOEjy9YpYyQ+AABNTmC0b/pioStBmZUpYyx+6xCUoV2IVMeDspCXTFm2CEfDUlYbz4ASlAEA4FCmzIXyRRVIjMWnfLF1CMrQLkQSmbKwj8mL2Va66BGPlPhL3H44AAC076DMrp4ya+0z18oXWUC6NQjK0D7UxIOySD5BWbZYXh0PykoCJclxvwAAIN3liwUuly+yTllrEJShfahdaS5i+R3cfiSweY0yhnwAAOBk+aLzi0erYKJ8sSZMpqw1CMrQPtRWxC9ZODprMA4fAIAWjMS3ffpitSvli1W1BGWtQVCGdsEbimfKJFDs9kOBTRiHDwDAmgW9wTSVLzq3eLQK0FPWJgRlaBd84XimLC9IUJYtGIcPAMCaBROZLfsWj7bKF53NlAV9iZ6yMD1lrUFQhnbBF46fzfERlGVfpow1ygAAWGOmLOMXj/YnRuJTvtgqBGVoF/zRRFBWwOj0bMuUdQp0cvuhAADQ7nvKMn76YjJTRk9ZaxCUoV0IJoKy/EKCsmwbiV8aLHX7oQAAkDuZMrfKFxM9ZTWMxG8VgjK0C4Fo/GxOgKAs60bikykDAMDBnjK3Fo/2M32xLQjK4LpoNCaFEn/jCHbo6PbDgc0j8cmUAQCw5nXKasJ2lS8GXcmUBXzxsILyxdYhKIPrKmrDUiTxN45CgrKsEIvFkkFZpyA9ZQAAODd9sdCVkfhW+WJ1iJ6y1iAog+sqqkPSwRN/I/JTvpgVqsJVUhutNZ93DnR2++EAAJCD0xfd6SmroqesVQjK4LqKlSuSn3tYPDqrJi9qSUaBVdsOAAAaL1+0e/pi2OGeMjJlbeITly1YsEA+/PBDWblypWywwQYycuTI1bb57bff5LPPPhOfzyejRo2StdZaa7Vtqqqq5M033zT3N2zYMNlyyy3Ttg3sVVVRZi4jkide640EWbNGmcfjcfvhAACQe4tHOz0SPz+e66mhfDHzMmU33nijbLXVVvLiiy/K5MmTZfz48eajpqYm2Zeyzz77yB577CFvv/22PP/88zJ06FC5/vrr69zP/PnzZcSIEXLppZfKJ598InvttZccddRRadkG9qteGQ/KqiUowgF8VmXKKF0EAMDp8sWUkfixmAvli/SUZVymbPPNN5ezzjrLZMDUn3/+KYMGDZJXX31V9t13XxOUHXnkkSY4ss62P/XUU3LIIYeY2wcPHmyuO//886WgoMBk04LBoHz33Xey8cYbm4BOv9fObWC/2sp4+WJ1XoEU8QRnXaYMAAA4uXh0oqfMCswcqkJaNegj6sjPyzauZsrGjRuXDMhUp06dJC9v1UPSz/fee+865U/bbbedCdZ+/fVX83U0GjUZNM1oaSClhg8fbsoOn3nmGVu3QXqEKuOZspq8xLQgZLzk5MUAkxcBAGhKgbcgPZkyh0sYrfJFpi9maE/ZrFmz5H//+5+UlZWZMsZjjz3WBGKN0W00kNMyQ/XXX3+ZfrT11luvznb69dSpU23dpiFaammVWyr9f6hQKGQ+0LQp86bIrYsekId7dpfqPK8E3jiSpywL/L3yb3PZ0d+R3wMAAJrgjXmTmbLa2lpberF9efniiYYkVFUukl/syPPvk1gyKOMYeJXmPheuB2U6WGPmzJmyePFiM1wjPz/fZK283vgOmur777+XCRMmyHnnnSe9e/c215WXlyezbKk6d+6cvM2ubRpy7bXXyuWXX77a9ZMmTZLCQjI/a/Lwyofl98hskQLNTkZFFn69xu9B5qj4q0JeX/C62w8DAIB2qyoaz2ZFYhF55fVXxOdp++H5ePFJvoTkg3felIpgT3HCMpOj8ElFTUhef52//ZbKysrMCMo0EzVx4kTz+dy5c80ExiFDhsgZZ5xRZzstV9xpp53kH//4h1x55ZXJ663Ap37gpBkr6za7tmnIBRdcIGeffXad7fv162cea0lJSYuei1z0+BuPiywTOX75Cin2DpKeu57r9kOCTYryi2TzHpuLL8/1txkAANotzZBd/fTV5vNtd9xWiv1tz2z5fi0WqaiSbbYcKdJjQ3HC0opauezryRKJeWTnXXYVbx7Tl1Or6NakXR0t9enTx5Qlfvnll6sFZNtuu63suOOO8tBDD9VJ6/bv318CgYD8/vvv5naLfq3BnZ3bNES/Rz/q04yffqBp5aF4EDy2skoCJd1l/UG78pQBAICcoW05HvFITGISzYvac/yYGO6RHwvrQak4obhw1fF51JMnwfx2FWa4prmvZ56b9ZUa8KTSEsYffvhB1llnneR1M2bMMAHZ9ttvL4888kidQSDWf1TH6D/55JOm7NHqD9MR+1Zvml3bwH7ltfGgrCQalZi/A08xAADIKZpssNYqq7JrwWcXFpAO+la1HlXVMha/pVwLYXWCoo6133DDDc3aY8uXLzfj7nUk/umnn57sN9Npi+Fw2GTQbrvttuT3azZLSx2Vrls2ZswY2XXXXWWLLbYwgdXYsWPN6HyLXdvAPtFYVFaGViaDsmob0vUAAACZJuANmICsJmzTWPxEkCchmyY6NkNenkf8vjypDUelOsxY/JZyLVPm9/vlq6++Mj1iGnyVlpbK/fffb9YI69ixo9lGM1Z6+8EHH2yyVjoQxPpI7f3S8kLNsO28885mEuJll10mb775Zp1hIXZtA/tUhipNYKaKo1HxBMiUAQCA3GNlyuxbqywxDyHUvCETdgn6GIvfWq4We2qwo0GXfjSkqKgoOQRkTXr06FFn4EY6t4E9ymrjjY++mEggJuItIFMGAAByT9Brd/liIlNm19pnLVhAuqw6TPlipi0ejdxm9ZMVRuO7oS9IUAYAAHKzfNHWTJm1gLSDi0erAn9izbUwPWUtRVAG1zNlRYnf2/xCgjIAAJC75YvVkWp7B304HJRZwz6qQ/SUtRRBGVzPlHVITLsMFNZduBsAACCXyher7So3TJYvOhyU5cdDC6YvthxBGVzPlOmQDxUoYrFtAACQewK+dJUvOt9TpqopX2wxgjK4ninrFI3XLxZ0iE/dBAAAyCX2Z8oK3Jm+aAVllC+2GEEZ3A/KIiFz6Wf6IgAAyEFp6ylzfPpionwxxKCPliIog+tBWWksHpRJgEEfAAAgh6cvZvDi0aogkSmrIShrMYIytJueMvGzeDQAAMg99mfKCl0uXyRT1lIEZXA9KCuJRiWiu6KVagcAAMgh6Zu+6M6gD8oXW46gDK6XLxZHolLtKRDxeHg1AABAzsmWxaMZ9NF6BGVoB+WLManOS6TZAQAAcoz95YtWT5k765RRvthyBGVwPVOm5YshL6WLAAAgt8sXbRv0YfWUOb54NCPxW4ugDO0kKCvilQAAADm9eHRVpCqjpy8GfWTKWougDK4IR8NSEapITl8M+yhfBAAAucn+TFmBK5myAj/TF1uLoAyuWFm7Mvl5B52+mM84fAAAkNs9ZbYN+sh3edBHmJH4LUVQBldLF/0xr+SLSDSf8kUAAJDb0xerwpldvhjwJUbi1xKUtRRBGVxRFopPXgzG4r+8MT9BGQAAyE1py5S5Vr4YdfTnZgOCMriaKSuMxn95PX7KFwEAQG5KW09ZNCwSCYnjgz4oX2wxgjK4oqwmnikriMYXjPYECMoAAEBusn/6YspSQw72lSV7yihfbDGCMribKYvE4jtisJhXAgAA5CTbM2UmyIuf+JZwtfPli2HKF1uKoAyuBmVF0XhQ5gvSUwYAAHK7p6w2WivRmA0BjceTMoGxUpwSTAz6qA4x6KOlCMrgirLaePlicST+xuMjUwYAAHI8U6aq7cpsuTCBMZgfDy2qQhGJxeIn3tE8BGVwOSgLm8v8AsoXAQBAbo/Ez/QJjMFE+aLGY7WJE+9oHoIyuFq+2DERlPkLS3glAABATvLmeSU/Lz/jF5C2yhcVY/FbhqAMrgZlnWPxMa3BQqYvAgCA3GWVMNq3gLTzQVm+1yN5ifki9JW1DEEZXA3KukRqzaW/gEwZAADIXdZYfPsyZUHHpy96PB4psMbiM+yjRQjK4GpPWddoPCjLC5IpAwAAucvKlNk26MOF8sU6a5WF6ClrCYIyuJspi8WDMvETlAEAgNxljcW3LVPmQvli3aCMsfgtQVAGV4Oy4mjiLEp+Ia8EAACQXJ/AaF+mzPnyRRVIGYuP5iMog+NqI7VSHYm/QZREoxLR3TBRRw0AAJDTQVniGClTM2X0lLUOQRlc6yfziEc6RGNS7SmIrzwPAACQowoSQVQmj8RX9JS1DkEZXCtdDHoCZgesyUu8aQAAAOQo+8sXnV88WgUT5Yv0lLUMQRlcDcpUbV6i5hkAACDHR+LbFpQlBodIyNmeMsoXW4egDK4FZQUSf/MJeRnyAQAAcpv95YuJ46tQpTgpwPTFViEog2s9ZcGYz1yGCcoAAECOs8oXq+wqN3Rp+mLQFx+JX8U6ZS1CUAb3yhdj8V/aiI9MGQAAyG3W4tH2rVMWdGf6op+estYgKIN7mbJIfOJilDXKAABAjrN98ehk+WKVK5my6jDrlLUEQRnc6ylLBGWx/CJeBQAAkNOypnzR6imrJShrCYIyuJYpK4zEzCVBGQAAyHW2Z8rcWjzanwjK6ClrEYIyuJYps4IyT4BMGQAAyG3JnrKwzYtHO5wpC/gSPWWUL7YIQRlcC8qKwuH4TkhQBgAAcpy1TllVxK7yxQJXRuJb5YtVlC+2CEEZXAvKOiTOoOQFOvAqAACAnGZ7psylxaOTPWXhqKM/N9MRlMG1nrLicK259AaLeRUAAEBOS9v0RbsGhzRTAYtHtwpBGVzLlHWMxIOy/AJ6ygAAQG6zpi9WR6rtnb7o9Ej8/Hh4URNi+mJLEJTBUbFYLJkp65xIz/sLSngVAABATrPKF6vtGsxhTV/U+4vFh6s52lNGUNYiBGVwlJ79CUfjAz5KE5kyfwHliwAAILdZgz7sK19MZMocnsCY7CljJH7mBWVlZWUyb948iUYbbwgsLy+XmTNnSigUahfboHXKauJZMq/HK6USf4MIFJEpAwAAua3AW5CeTJnDJYxW+WI1mbLMCcomT54sY8aMkUGDBsmIESOke/fuctttt9XZJhwOy4knnihdu3aVkSNHSo8ePeSJJ55wbRvYNA4/v4N0sIKyAqYvAgCA3GZlyrSqSNs92szrE8nLdyEoo3wx44KyqVOnyl133SWLFi2SBQsWyD333CNnnHGGfPTRR8ltrrvuOvnf//4n33//vSxcuFBuuukmOfLII+W7775zZRu0TXkoEZT5iqUwEZR5GIkPAABynDXoIxqLJls9MnEBaWv6Yg3li5kTlJ1zzjkmQ2bZZ599xOfzyYwZM5LX3XvvvXLcccfJOuusY74+5phjZPDgwXL//fe7sg3syZQVeAvF70lM5fEzfREAAOS2gpRyQ/smMDq/gLSVKauNRCUSdW7ASKbzuf0AKioqZPbs2aavTIOftdZaS/baay9z2/z582XOnDkyatSoOt8zevRo+eqrrxzfBm23omaFuSzIS6lzzicoAwAAuS0/L1884pGYxExfWbG/OCMXkLZ6yqy+sqKA6+FGRnD9Wfrmm29Mdmrx4sUSiURMYFZaWmpuW7JkibnUHq9U+vUnn3zi+DYNqampMR8WDS6VDglhUMjqllctN5eBmD/+POkuGPPoE9bocwwAAJArJYyaJVtZs1I65Xdq8/35fEHxmOrFcok5dKzlTemHK6+qEX9ebmfLQs183l0PyrbaaiuZPn26+fz555+Xgw46SILBoOy+++7i9SbSn7Xx0ekWDYK0zFE5uU1Drr32Wrn88stXu37SpElSWJhYSR1JX1XHs45VS1fGLyUg77/+Os8QAADIeXnReJbp7ffflh7eHm1+PsZW1kpnEflyykey4Kd4C4kTfB6vhGMeeWPSO1Iab5XLWZWVlZkRlKXad999zdRDDc40KOvTp494PB4zLj+Vlhr27dvXfO7kNg254IIL5Oyzz66TKevXr5/stNNOUlLCqPf6fvn6F5HpIj06dhOZLVLrLZTx48e3YC8BAADITne8eIc5iB85ZqRs0GWDNt+fd/FdIpV/ymYjNpTY+s4db13yzXtSVh2W0VttI4O65XabSlmiiq7dBmU66lPXJbMyVEq/1imMm222mfm6uLhYNt10U3nzzTfl4IMPTmay3nnnHZkwYYLj2zQkEAiYj/ry8/PNB+paGY5nyApi8V0vlFfI8wQAAKD9WIkesLCE7Tk+8sertnyxkB6cOjrsQ4MyzZbl+vFwfjP//64FZVVVVTJ27Fg588wzZejQobJ8+XK5++67zSj6k046KbmdlgbuueeeMnz4cDN04+abbzbljW5tA3umLwYSgxdD3pTV5gEAAHKYFZTVRFbNK2iT/ELH1ylTBf7EWPxw4oAP7XckvvZb6cLMH374oVmw+YorrjBlgrpG2Prrr5/cTkvbXnzxRXnrrbfk5JNPNkHSxx9/nBwG4vQ2sCkoSyy/EfbRdwcAAJC6VplOX7RFcvqis0FZ0JdYQLo26ujPzWSu9pStu+66ct99961xO+0v04/2sg1ar6w2XlcbDMd/SSMEZQAAAPHjo0QFkX3rlCWCsrDDQVliLL6OxEcGLB6N3FMZjk+gCYTiqbKoL7ebPwEAANJfvujcOmWpC0hXU77YbARlcFRVIn3ut9ZsSDSgAgAA5DqrfLHKrsxWsnyxeWPZ7Q7KqmrJlDUXQRkcZb3JBMLx9eBi+R14BQAAANKSKSuIX9rVo9bS8sVEuwrWjKAMrgRlBYmgzBOgfBEAACA1U1YTrrE5U+ZsUFaQyJTV0FPWbARlcEwoEpJwLN5LVhiKv9l4AmTKAAAAUjNl9g36KHS1fJFBH81HUAbHh3yookQa3UemDAAAoO70xbDd0xfdGfRRRaas2QjK4Hjpos/jk4JErXRekEwZAABAnfJFu3rKfAXurFOWzJTRU9ZcBGVwvp/MVyD+aPzz/IISXgEAAIC0lC+6FZSxTllLEZTBlaAsGEuMxi8gUwYAAJCe8kVr+qI7mTLKF5uPoAyOB2VBE5TF32z8BcW8AgAAAFq+6AvYmylzffoi5YvNRVAG59co8wal0BOvlQ4WUb4IAABQZ50yu0biW9MXHc+UUb7YUgRlcD4oywtKkSQyZYVkygAAANI6fdGlQR+ULzYfQRkcD8ry84JSmAjKPH56ygAAAFKnL2Z6+WLAxzplLUVQBsdUJc7S+CRffJ5EjbE/kVYHAADIcToMzdaR+C6VLxb4GYnfUgRlcD5TFov/osa/KOIVAAAASM2U2V2+GA2LREKOPcdBHz1lLUVQBucXj47Fd7sa8Yt4fbwCAAAAaZm+mBiJ73Bf2arFoyOO/cxMR1AG5zNlUY+5rPEkzt4AAABACrwF9k5fNEFe/LhL7Mq+taR8McxI/OYiKINjKsOV5tIXSQRleSlnbwAAAHKclSmrjdZKJGpDlsnjWbWAdCh+HOaEYGLQR1UtmbLmIiiD8+WLkZi5DCXOBgEAAGDVSHxbh324MIExuU5ZOCKxWPy4D00jKIPzQVnYCsqYvAgAAFB/0Ie9ExgLHJ/AGEyUL2o8VhuhhLE5CMrgfE9ZOJ7KjpApAwAASPLmeSU/Lz89QZmTgz4S5YuqOkRQ1hwEZXAvKPORKQMAAGiohNE6brJtAqODQVm+1yN5ifkiTGBsHoIyOMZ6c/GHw+YywhplAAAADQ77sC9TFnR8+qLH45ECxuK3CEEZXAjK4osXxgjKAAAAGsyU2beAtPOZsrprlVG+2BwEZXA8KAuG4kGZx0/5IgAAQKpgYlqi7QtIuxSUVbGAdLMQlMH5oCxcay49gQ48+wAAAA1MYLRtAWkXyhdVwBqLT1DWLARlcExlYtHCQoIyAAAAZzJl+YWuZMroKWsZgjI4IhwNSygaL1ssSpyp8ZEpAwAASG9PWXLxaLd6yuJTt9E0gjI4InWsa4dEOt5bQPkiAABAg+WLGbx4tAomyxcZ9NEcBGVwNCjL8+RJUTSxXlmQoAwAAKDB8kXbpy8621NG+WLLEJTB0aCswFcgwVj8zE9+YTHPPgAAgCPTF+O9/U4JMH2xRQjK4GxQ5i2Qglj880BBCc8+AABAA+WL9mXK3Jm+GPSxTllLEJTB0aAs4AtKkSeeKQuQKQMAAGgwU2Z7T5nT0xf9jMRvCYIyOKIq8UYQyCuQAom/yfgJygAAANI8fdGlxaOTmTKmLzYHQRkczZTl5wWkSOJvMh4/gz4AAAAaLF+MZHj5IiPxW4SgDI6oDMebS/0ev+R5YvEr/UU8+wAAAOksX3QpU1bgp6esJQjK4GymLBb/Ba2zwjwAAADqlC/WJNZ1zdSesoAv0VMWpnyxOQjK4GhQ5ksEZdUSEMlj9wMAAEgV8MXLF6siVRm+eHT8mK+qlqCsOTgqhrOZsmjirEle4g0CAAAA6cuUJcohnV48OtlTFo46+nMzFUEZHJHMlEU95rKWoAwAAMCBkfiFrmTKChj00SIEZXA2UxaJD/kIEZQBAAA0On3ROnaybfqi0yPx81mnrCUIyuBspswKyryULwIAADRavmj39EUdiR9LTMB2ACPxW4agDM5mysLxN4Owj8mLAAAA6S9fTDkR7uBaZauCMnrKmoOgDI4GZf5IfAJPxMcaZQAAAI1lyuwrX0wJyhwsYbTKF6tCTF9sDoIyOBuUhcPmMpb6BgEAAIA6I/E1Uxazo9wwzyuSl+9CUGZlygjKmoOgDI6oSrwJ+BMLCMbyO/DMAwAANFK+GI1FJRyNn8y2bwJjtePTF2soX2wWgjI4mikLhmvjV/gpXwQAAGisfNHeBaStCYyVjmfKaiNRiUSdGzCSqVwNymbOnClnnXWWbLHFFrLlllvKeeedJ0uXLq2zTXV1tVx33XUyduxYGTZsmOy2227y8ssvr3ZfL730kmy//fay4YYbysEHHywzZsxI2zZoQ1AWCplLT4BMGQAAQH35efniEU/GLyBt9ZQpShjbcVAWiURk5513loEDB8rtt98uV199tUyePNkERDU1q3bA008/Xe644w4555xz5Mknn5Rx48bJPvvsI6+//npym1dffVX2228/2WOPPeTBBx809bdbb711nQDPrm3QtqCsIDFJKI9MGQAAwGo8Hk+yhLE6Up2xC0gHffFMmSIoa8dBmdfrlR9//FHOOOMMGTlypAm2Hn30UZk2bZp8/vnnye3efvttOfbYY02gpJkyDc40i/XOO+8kt7nsssvksMMOkzPPPNNk3fR+amtr5e6777Z9G7QtKCtKlC96C8iUAQAANFXCWG1XD5gLC0jn5XnE72MCY0aUL/p8vjpfWxNm9AyBRYO1999/X1auXGm+/uGHH+SPP/6Qbbfd1nxdXl4uX3/9tcm6Wfx+v+ywww4m82bnNmgdbVS1zvR0SGTKfEGCMgAAgDVNYLR1AWkHgzIVTARlrFW2ZnWjIpddcsklppxRM2eW++67T4444gjp3r27lJaWmlLCO++802TO1Jw5c0ww17Nnzzr3pV9/9913tm7TEC21TC23XLFihbnUxxlK9E/luspQpUSq4lMX8yoqpExiUlEbkyVLlrj90AAAANodb43XHDstWLxAenl6tf3+Ql7Jq4lJeMkiiTl4/OWPVEu0plbmL1wsnb02BZgZRhM/ak3LG7SboExLB7VP7L333pNAIH52wArUPvnkE3niiSdk0KBBMmnSJNNnpp/r8I9oNL5KeH5+Yv2FlCyX9q0pu7ZpyLXXXiuXX375atevtdZaLX4OcsH21ifXHSci+gEAAICG7CA72PvEXHeCiOiHs7ae6PiPbJfBWceOHdt3UKbTFW+88UYzaEN7uVKzTnr9I488YoZ7qOHDh8uUKVPkyiuvNP1mXbt2NdfXz7osXrw4eZtd2zTkggsukLPPPjv5tQZ3miXr0qVLnTJMN5SVlUm/fv1k9uzZUlJS4upjgTvYB8A+kNt4/cE+APYBd2mGTAOy3r17N7md60HZ9ddfL1dccYUJyKw+MYuWBWqQ07lz5zrX69fz5s0zn/fo0cMEHhqo7bnnnsltNLu2yy672LpNQzSrl5rZU506dZL2RAMygrLcxj4A9oHcxusP9gGwD7inqQxZuxj0cdNNNyUDsu22226127WPTDNjt9xyS7JXS/u7nn/+edlxxx2T25100knywAMPyPTp05N9aDoM5Pjjj7d9GwAAAACwk2uZsmXLlpnx9h06dJATTjhhtT6t/fff33z+zDPPmNs1k6WDPvT7jjrqKLnooouS2+ui0zqoY6ONNpKioiIzbv/xxx83I/Tt3gYAAAAA7OSJrWkUSJpoWaJmoRqiGbL65XZVVVWmV0unIWqw1JCKigqzTa9evVYbt2/3NplAyz81wNW+t/ollsgN7ANgH8htvP5gHwD7QGZwLSgDAAAAALjcUwYAAAAAuY6gDAAAAABcRFAGAAAAAC4iKAMAAAAylA7PW7hwodsPA21EUJbhv4TIXXPnzjUfyE26PMiECRNk0aJFbj8UuOSvv/6SQw45xKzfidyky/jo2q1Tp051+6HAJZMnT5ZNNtlEzj33XF6DDEdQlmG++OIL2W233cyo/s6dO8vVV1/t9kOCw95//33zBjxgwADp27cvi5vnqOOOO05uueUWufjii91+KHBYZWWlXHbZZbLpppvKeuutJ0OGDOE1yEG33nqr2Qfeeust+d///iehUMjthwQHzZw5U/bbbz/zt8Dv98vPP//M85/hCMoyyAcffCD77LOPWVj7zz//NAto6wHZa6+95vZDg0MmTZpkFlO/6qqrpLa21ixu/sADD8hPP/3Ea5BjZs2aJWeddZZ5/adNm+b2w4FDXnrpJROI/fbbb/LNN9/IpZdeKgUFBTz/OZgdufzyy+Xzzz+X++67T6655hrJz893+2HBAbqWrh7/jRw5UjbbbDP58ccf5R//+If8+uuvPP8ZjnXKMujM6EYbbSRPP/20yZJY9LqtttpK7rzzTlcfH5wpV91ggw3k5ZdfTp4Z1zfnTp06mTImXewcuaNHjx7mwHzrrbc2WXM9SEP20xMxemZ8+vTpMnDgQPn999/l3XfflWAwKLvvvruUlpa6/RDhgKOOOspkRzQgQ26ZPXu2CcivvPLK5N/9F1980Zy0X7BggXTv3t3th4hWIlOWIfQP7g033FAnIFP6C+n1el17XHBOXl6ePProo8mArKamRk499VQTqN18883y0Ucf8XLkCM2SVlVVSUlJiSlh0iz6s88+K+Xl5VJWVub2w0MaHXroobLxxhubfsLTTjvNfP7www/LGWecYd4b6C3KDdpPbP3t15NyRx55pAnSt9lmG/4WZLl+/fqZConUE7HrrruuuSRbltkIytqhb7/9Vs4880w56aSTzBlQ64Bcz4LUp2dLhw0b5sKjRDpp1uPkk082B1pff/118vrNN988+QdZX/cZM2bIAQccYN6I9Y+x9hYgOzz33HOmX/C8886TP/74Y7Xmfuts6Lhx42Tfffc1+4r+YX7llVdcesSwk/YH6YHXMcccI1dccYUsXrzYXO/xeEwg/sILL5jfez1rPmXKFNNfokHZQQcdRG9RltCTLNo3qlkxPfGmFTMWDcD0RJy+7vrerz3GWjHToUMHGT9+vDk2QOabP3+++f0/+uijzcmXSCTS4HaDBw82swYIyjIbQVk7o790O+64ozkDrm/A+nljE3X0wFz7SvQNGdlDe0T0j3Dv3r1NaZIGYnfffXedbfS2+++/3/xRvvDCC02fybbbbivXX3+9a48b9ojFYubAWof46IHXhx9+aALwN954I7mNHoj37NnTfP7JJ5+YoG3evHkmONNMCjKbliXr+/pTTz0la621ljzxxBNmH7CmLGoviZ600es7duxortNLPSjXfYFS1synv8+aBf3ss8+kf//+ctNNN5mhHtbEXf1d114i/X3XEzJ64K5DwDRY15L2e+65x+3/AtpIe4X1914Ds65du5rXeYcddjDvD/VpP+Haa68tv/zyC897Jouh3SgvL48VFRXF3nzzzeR1//nPf2L6Mt1zzz2rbf/oo4/G+vXrl/y6pqYm9ssvvzj2eGE/ff08Hk/st99+S153ySWXxPLy8mKTJk1q8nt1u0022YSXJcO98sorsc6dO8fKysrM1+FwOHbQQQeZ94bp06eb6x5//PHYlltuGTv44INjffv2jT322GOx888/32wzZ84cl/8HaKsbb7wxttFGG5nXXq1cuTI2evRo836/bNkyc10kElnt+yorK83fi2effZYXIcOdeOKJsb333jv59d9//x1be+21Y5tvvnksFAqZ63Sf0Nf71VdfrfO948ePj51wwgmOP2bYa5tttjHv65Zvv/021rFjR/P3oCF77rlnnX0GmYdMWTuiTft6BiS1HPGII44w0/bOOeccc7Yk1dtvv20yaUqHP2hvEQM/Mr90VSepaSmCRRt6NQumpWzaR9ZYmYsOgdEMCzKbTtTTDFlxcbH5WvtGHnroIdM/oCXNSrNkX331lTkzqmVKhx12mJnGpdkSRuRnxz4wdOjQZM9QUVGR6RlcsWKFXHDBBcmS9vo0S6Lla1RPZMc+kHosoL//+h6v5exavqr0fUHfJ/TvvmbYrb8h2mOqxw3Irn1g+PDhpmpGM+gNTd3WqayUL2Y4t6NCxOqcCdOX5OWXX67ztCxZsiTWoUOH2DnnnFPn+j59+sQuvvji2A477BDbcMMNY++88w5PZ4b78MMPzT7w008/1bn++++/Nxm0e++9N3lddXW1OYP+9NNPx9ZZZ53Yscce2+DZc2SW++67LxYMBk3WI9Xzzz9v9o0PPvjAfD1//vzVvnfy5MmxWbNmOfZYkR5nn322+Z2u7+qrr47l5+cns6HRaNRUWCxYsCB2/fXXm7PoL730Ei9LFtCsh2a86jv66KNjXbt2Ne//6qOPPop17949NmzYsNiuu+5qbtO/Cch8+h6g7wX1aYZUM6b1PfjggzG/35/MsCPzEJQ5TAMs6820IVp+tuOOO652/ZlnnmmCMMuMGTPMAVqXLl1id955J7+EGRZ8N6a2ttb8UT355JNXu2333Xc35QypB2ibbrpp7IADDoi98cYbaXu8cHYf0ANuLVe99dZb61yvB+D6R1rLmpDd+8B7771n3t/feuutOtcvX77clKjecsst5ms9CaMH76NGjYqdfvrplK9nmHnz5jV5csbr9dYpZVdawqz7hpY5W7TUWUtWn3zySXOMgcygZagLFy5s9HYNyEpLS82Jl1Qvvvii2Qfq7xtffPFF7IwzzkiWtyLzEJQ5RM9c3HHHHeYXrKl6///+97/ml03PeKd6/fXXzfXWL6f+0l155ZWxpUuXpv2xwx6a1dLMpmZBNPPVGH1dA4GACbxT3XbbbbEePXrwcmSwRYsWxU466SRzNlP3h8Yceuihsd69eyf7yiynnHJKncAcmef333+P7bPPPrEBAwY0ud1mm20WGzly5GrZ7+22247APMNNnTo1NmbMmNjOO+/c6DaaKe/Vq1eD/UP9+/c3fYfIXDo7YP3114/985//bHSbmTNnmr8Vl112WZ3r9ThQT9ylBubIDvSUOeCdd94xizy/+uqrZgHgn3/+udFtDzzwQDPiWscgL126NHm9fp/2Cmi/kdLRp9o7oovGon3Tkx86JW399dc3fYPV1dVN7gP/+te/zDok2k+Y2kOm+wCLQmbuePOJEyeavs9FixaZdcaaqv3XKZraX3rKKafUuZ59IHOtXLnS9IONGjXK/F7r2lKpI87ru+OOO+TLL7+Ua665ps717AOZS/vC9W+7Lm+jf8Ob+jugf+t1DL72D+lHKvaBzKXHAHvssYdZ9igQCDS5D+gyB/qeoe8Bn3/+efL6REKF44Fs5HZUmM0007HXXnuZkiPrjIZOTDvssMOa/L65c+eas6haI65lLJ9++mlsvfXWi/3f//2fQ48cdtFyAi0t0o/PP//cXKclp1dddVWT32dNWdKz4vp9elZN+wZ0yh4yi2a59fd3t912i/36669mep6+9T711FNNfp++Z2j/kGbNdH/QiYslJSWxTz75xLHHjrbTstOHH37YlJ8fc8wxphdwypQpZh+YNm1ak987ceJE00t63nnnxX788cfYDTfcYN4/6BvMLDoZ+brrrot169YtdsEFF5gsue4T+trW7x2t79RTTzXZkptvvtn0Gmt52qBBg5rMtKP9WbFiRWzChAnm77i+ltqqcNFFF5npuU3RqijtFdSJvPr3X6tsNNM+btw4xx47nENQlkZaiqh/RPUN2aLDGBpq0Gyo3+CQQw4xv4ga1GnfmP5xR2bREhNd1iD1tdPA/PDDD1/j9/7888+m0VuDs4033jj23HPPpfnRIh10QE/9nj8tQ7388subNfhFy5w0GBs7dqxp6kfmla7r+/6XX36ZvM4KzJszkOGZZ54xJ+g6deoU22OPPcz7AjKLvt5HHnlk7I8//kheZwXmesJlTbR0XQMxDcj1b0dTvWhon/SEnJaup/aQaZClgfmaAmw9hrzwwgvNiR0taT3rrLNW6zNDdvDoP25n63LJjTfeaBaFXb58udsPBS459thjzaKfuigocpOOLNcS1ccff9zthwKX9OjRQ0477TSWMMhRegyg7Qe61MF+++3n9sOBC6ZOnWoWgtfR9yNGjOA1gPh4Duz75Xr00UclEonIwQcfLFtvvXWD2+k6ErrWzMKFC6kHzjJvvvmm/O9//zNrCmnfwIYbbtjoPqDbIbvo+S3t/Xj33XfN7/bJJ59sAq/G9gH9Q4zsov2iDz/8sHzxxRcyZMgQ0xPYqVOnBrdlTaHstGzZMrnvvvtMr9Dmm28uxx13nOkdqk/3C32fYF2p7DNnzhyzD8yePVu23357OeSQQxpcV1DfA5TuAwRlUAz6sIE2ZO+5557SpUsXM5xDz4Lrgr8NsX4Jf/nlF/bALHL66aebDz0I/+6772STTTYxwz0a2wf0D7cOfEB20JMxe+21l9xyyy2y1lpryVtvvWWGekyePLnB7Tkgzz56sm3MmDFmoJPuAw888IBZ7LWx93rdB/g7kF3++OMP85r/9NNP0qdPH/m///s/GT16tCxevLjB7dkHss+UKVPMYDd9P9DA+8QTT5Tdd9+9ztAuiy783bt3b94HsIrb9ZOZbvHixWZ8+ccff5y8Tvu/9KnVxvyG+gu0afeBBx5w+JEineONfT5fncV8dc0gHdKgfQMN1Zbr/pG6zyDz+0d1hH1FRYX5Wpu4df0o7QPSscb1WUtcNLQANDKTDmLSRV2t/lFdU0x7QQcPHtxgz4g2++v+gexx4IEHxo466qjk13/++ad5X9CBTQ31hJ9wwglmCBSyh64dmjrIS4d96dqCxx13XIPb676xpuFvyB1kytpIz4jpGZBhw4Ylr9OSFU1Xa+ZEMyKpvF6vDB48mJKFLKJlaN26dTM9IhYdZbzxxhub0hUdX5xq7bXXFr/fzz6QZfvAoEGDpLCw0Hydn58vjz32mFnG4tRTT22ybAXZsw9oybLH4zFfd+zY0fQLzZ07Vy677LIG9wHtKyJjnl37QOqxwMCBA837wHvvvScPPfTQatuTMc/+fUBLWLWCQjPnH3zwwWrbsw8gFUFZG/Xs2dNcfvXVV6sN9NB1hm6//fbVvmfdddclXZ1l+8C8efPk77//rhN86xuxDvR47rnn6myvt+kBPKVL2bUPaNmqrkdmKSkpMUN9tJyt/vuDrj8TDAbZB7JsH6j/Ouvvua5HdOedd8qSJUtW+zugeB/I7n1gu+22M+uSXXnllaudoNN9QFseGitvRHbsA3pyVstaG2pr4XgQqQjK2kibufWXqn7wpXXChx9+uDz55JOrfY/2nB1wwAFt/dFoJ7bddlsz3EN7C1Npf8lWW23V4D6gPYg777yzg48S6bTbbruZHgI9K55KM+Z9+/aV//73v3Wu16bvQw89VLbYYgtemCyhfSNff/216SlJpUGZ9hzWH+6jWZR9993X9J8he/aB559/3pykS3XeeefJrFmz5NNPP61z/dChQ81QKD1Bg+zZB+6///46PWSaPT/33HNNj3H9fUP7z7TvjEHoMPuK1jDyVLSNpqVPOOEEs+K6pqotWrpy4IEHmj/IVkkLstOECRPMG/H06dOlV69eyev17KgO/NDrkd323ntvky3T7GhBQUHy+iOPPNJkSTRjhuylWRAtW9IyZi1XS6XBt07kvemmm1x7fEg/LUfVIPuggw6Su+++O3m9Hmbp+Ht9/TVrguylmW8d8nT99dfLv/71r+T1OnFb3xvef/99GTdunKuPEe0XmbJGfPLJJ6YXRA+odMR1U44++mgTjOm2ZWVldf5Id+3alYAsA+lr98orr8jxxx9vPqZNm9bk9pdcconpH9J9QYPw1PvRscfIPLW1tWYdMX1NdT2pmTNnNrn9v//9b1mwYIGcddZZda5nH8hc5eXlJgN+xBFHyPnnn2+yoY3R7KdWTOjZ8IkTJ9a5jX0gc+nv9DXXXGMy29dee62Ew+FGt9Vpe7rNvffeK6+//nqd2zQw429B5k7VvOiii0zlg762TdHKKc2OX3rppeYkncXKf7APoEluTxppb3RC0imnnGImZl188cWxPfbYw0zR++677xrc/vvvvzeTtXTKkq60vtlmm8U+/PBD87H22mvHbrzxRsf/D2gbnaA3fvx481pedtllZqJa586dY0uXLm1w+88//9zsN59++mmssLAwtvvuu8e+/PLL2EsvvWS+Ty+RWRYsWGCmaO24445mH1hvvfVi66yzTiwSiTS4/WeffWYun3766ZjX6zWTtvQ948EHH4yVlJTEvv76a4f/B2irn376KbbWWmvF9t9//9ill14a69mzp/ndbohO1dUprOrqq6+O5eXlmWmMeh9XXHFFrEePHkzazEDvvfeeed2POeaY2Pnnnx8rKCiITZgwodG/G9ZxwuGHH27+Ftx9992xH3/8MXbsscfGhg0bZqayIrM89thjse7du8dOO+0086G/2/fcc0+D2y5atCg2Y8aMWE1NTWybbbYx36d/E7799tvYrrvuGtttt90cf/zILARl9WgQte+++5pfKqUHYTrS9j//+U+d7ZYsWRL75z//GevWrZs5GFezZs2K7bfffmbM8dChQ80BGTKP/gE999xzkyOMNRjzeDwm+Eqlgbi+3gMGDDCvvfrmm29i22+/vTkQHzlyZOy1115z5f+Athk3blzs3nvvTX6tQbaew9Lf+1TTpk0z2w4fPjw5Dv/tt9+Obb755rGOHTuafUFHIiOz6Gupgbi+lhZd4kTf7+t75513YhtuuGGdgO3RRx+Nrb/++uakzD/+8Y/Y77//7thjhz30PV1PrGpQZdETtVtvvfVq2z7xxBOxfv36xf71r38ljxuuu+662MCBA80+c/zxx5vlc5BZdEkbPZabN29e8rqDDjoodvTRR9fZLhQKxSZOnGhe69tvv91cV1lZaQJ4PVmvx5DnnXeeuQ5oCkFZPXpGrLy8PPn133//bd6Y//jjj+R1erv+op188sm80WYZDcQOPvjgOhkRPajWs5y67pDll19+iZWWlposCm+02UWD8BNPPLHOdU8++aQ5y2kFXkoP2PVMqK5LqJkSZA89s5261pDSbNmZZ54Zq66uTl6nr71m05577jkXHiXS6Zlnnok9++yzda474IADVvt91+zJJptsEvvoo494QbKMBtZ6Qs6ir7uuK/fKK6/UWXdOs2BaVfHDDz+49EiRLXI6KFu2bJkJulKl/qK9+eabJgsSDAZNyloPzK0zniz6mj1lalpy0NA+oJePPPKIOdutZSuaLdOFHq3gjH0gO8yZM6dOwJ26D2i50Q033GAWiNdyJN0HDjnkEHNmVG9rrKQVmUNfa82KpAbc1vWqrKzMBGP6N0DfB3Sh+AsvvNDcpvtNVVWVK48b9tHfZ618sCpk6h8L6HGCBmT6+6/HA7oY8P33329uW7hwYaNlzcgc+nus+0Dqa5m6D0yfPt2UJOrvv7a0aFbs9ddfN7dxLAC75OSgD13Q+eCDDzbrSejo+tGjRyfXirGmJOp6QzfccIOZoKPN3trkr9fp0AeVulAwMo+OJ95xxx2lX79+pvFWR5rrdKTUfWD+/Pny8MMPy9NPPy2VlZVm3PW3334rF154obmdfSCz6es5YsQIMy1NB/Ice+yxUlVVVWcf0EZtnZb18ccfm3UH33jjDbPunA500AWidaIaMpcOY9DXf/DgwWYf+L//+7/kWlLWPvDaa6+Zvxk6QVX3AV1zTAc/6L6gC0QzzjzzpyfrccA666xj3tOtQQ6pE5N14WddW1DXotRhL6eccoqcdNJJMmPGDOnWrZsZ8oLMpMkJXdxdjwN0iSNdqkJ/5+vvAzq8Z9dddzVryunacrr+nB5H6vEhxwKwTSwHaZpZS9S07EzPjOggBz3rkVqi2BDtEdMm/tSzJ8g8muHQoQ3auK1nSLUPbMiQIaaHRLOnTTnnnHNMrwgym57Z1Ayonu3W3+dJkybFunTpEtthhx3MPtGUffbZxwwAQmbTsiTt/dTXXs+Oa1bc7/evVrraEH0P0PcCZLbnn3/elCBruapmya655hrTO7qmAV2aVdGsKX3jmU8H82ywwQamYkKz4ieccILJiq9pQJdWTem+8sEHHzj2WJH9cu70zpw5c+Ttt98240p1LSE9K/Lmm29KSUmJWey5qWXb9OyInlVlzbHMX+5AR9zqWXGfz2eyJZMmTTKZsdNPP73J79V9YNCgQY49VqSHLuRbWlpq1gzS32fNmr700ktmnLlmyJvCPpAddKFvXTtMX3vNdOiSJrrWoGZKXnjhhUa/Tysm9Ow47wOZTzNgmu0YPny4+P1+ueCCC8zyJnqpmfTGrFy50iyZwT6QHfuALn/Up08fKS4uNr//uqj7UUcdZY4Jmvo7oO8bLP4OO+VcUFZdXW0uU9cT04DsvvvuMwfrzzzzTIPf99Zbb5mSlfrrzyAz9wFda0ZLEi0anGupqh6offnll42WuTz//PNmP0Dm7wOp7wFqyy23NOuR6etrlbKm0rI2PZnz+++/y3nnnefgo4VT+4CuR6YlSroYvAZf9Wl56zHHHGPKlTSIQ/btAxqUaSlj6sK/qRYtWiT777+/7LPPPrLNNts49Ejh5D5gLfx9+eWXN/g9Wraqv//nnHOOaYEA7JJzQdnaa69tzpDrWfFUWh88duxYue222+oEYnrGbMyYMeZMyrPPPmt6j5DZNt54Y3OGq/4+oAdb2jeg/UIWXTxY33g32GADE7h/+OGHMmzYMBceNey02WabmYOrKVOm1LleFwjW4OvBBx9MXnfrrbeaxUD1rPgXX3xhvkf7UZH5+4C+nvXPhuuB2J9//imvvvqq+VoXg9eeE+0h0r8f+t7x3nvv0UuWJfuAVsrU1NQkr9Ne0Ysvvthkzb///ntznfYUai+xVtMMHTpUtthiC/nvf//r4iOHnftA/WOBLl26mBN0//nPf5IBmwZiug9oMK4n8E444QS57rrreCFgK4/WMEqOOeuss8wABx3e0alTp+T1miXRlLWWphQWFpqz5Z999pn06tXL/OJStpg99thjD/ntt9/kxx9/FK/Xm7xeSxq1nGH27Nnma82K/Pzzz6ZEQQMzZAd921tvvfVMY7d18G058MADTWmKljlbwz50f9CDMUpVssfy5culf//+5uDqpptuqnPbRhttZE7SWSdoPv30U3Nwtskmm5iBAMgO+t6+4YYbmuEtGnRbNBDXIT5XXnmlnHHGGeY6LXHXY4BRo0aZMjdkBw3I9t57bzPQady4ccnr9T1f3x80aN95553NyTr9W6GVVTocLhAIuPq4kZ1yLlNmnQ1X9UuQ9CBNf/GsEkf947vnnnvK5ptvTkCWZfSPrZ75uvnmm1fbB3TCmkWzI7vvvjsBWZbRg6urr77aTNl65ZVXmtwHtN9EM+QEZNlFT8ide+65JvD64YcfmtwHtFpil112ISDLMuuvv77JfmlZcmrJsp6o0xM2qfvATjvtZPoPCciyy1577WUCbe0nT82Yalminpy39gHNkOvxoAZuBGRIl5wMyrQfQP8QaznaHXfcUadcUc+aaXkjspsO97jooovMR+pBuZ4NpU8gN+y3335ywAEHmN6Ab775xlynfURamsY+kBs0KNOgW0uSdAiUlUHTskb2gdzw73//2wz90n1Ax91bS6boMjnsA7lBy9W1ZPnoo49O9pLqMijae64BG+CUnCxfTH0z1qyZ1ofr2S8tZdMDdC1dQfbTXV9LU7R0ZYcddjCDP/SATMsVdBITsp8ObjjooIPMCRkd8KBTOTVD/uKLL0pRUZHbDw8OWLBggcmGazmzZkOmTp1qeox1EiPrT+VOGaNmw/X9QMtWP/jgA9NHrr1lyA1avqgn6rSfTI8B9WvtJz700EPdfmjIITkdlCn9Q6wH4Zod07piDsRyj44+1gEeOuRDD8600Ru5RbNjujC4Zk30gJz+0dyiPUR6Qk4zJFqqqCXryC0akOlSGdpPqifptIQVuWXJkiWmx0yXO9C+c07Owmk5H5QBAAAAgJtysqcMAAAAANoLgjIAAAAAcBFBGQAAAAC4iKAMAAAAAFxEUAYAAAAALiIoAwAAAAAXEZQBAAAAgIsIygAAAADARQRlAAC0wNdffy0ff/wxzxkAwDY+++4KAIDs8uWXX0pNTY1sueWWyeseeughmTNnjmy11VauPjYAQPYgKAMAoBEPPPCALF68uE5Qtummm8paa63FcwYAsA1BGQAADfj+++/l999/l/LycnnqqafMddtuu61stNFGUllZmdzu888/l1gsJhtuuKFMmzZNVqxYIWPHjpXi4mLzvZ988on4/X4ZM2aMBIPBRn9Ov379ZMSIEeL1enk9ACDHEJQBANCAn3/+Wf78809Tvvjiiy+a6zTwql++ePfdd5s+s7KyMhk6dKgJsDQwu+GGG+T//u//ZP3115dff/1VCgsLTQBXUFBgvk8DtgMOOEB++OEH2Xjjjc02Gsi98sor0rNnT14TAMghBGUAADRAA6b33nvPlC9ambLGzJgxw2TJ1llnHamtrZUhQ4bIqaeeKt9++60pddTMml7+97//lWOOOcZ8z4QJE8Tj8ZggTjNp0WhU9t9/f3P9448/zmsCADmEoAwAgDbSskYNyJQGWJtssonk5eUle880SzZ8+HCTDVPhcNgEXqeccoq8/PLLpvxRP/r27SvPPfccrwcA5BiCMgAA2qhz5851vg4EAtKhQ4fVrquurjafL1y40GTPNLs2e/bsOtuNGzeO1wMAcgxBGQAADtPeMS1dPP74402ZJAAgt7F4NAAAjdBsl5Xdsjso02mM9957rylbTDV37lxeDwDIMWTKAABoxGabbWbWKrvrrruktLTU9I7ZRe9z++23l+22284M+NDg791335W1115bbr/9dl4TAMghBGUAADRCSwurqqpkypQpZuS9jsSvv3j0FltsYSYnpmpoTTJduyx11L0O/vjxxx/lkUcekS+++EK6du0qp59+uuy88868HgCQYzyx+nUTAAAAAADH0FMGAAAAAC4iKAMAAAAAFxGUAQAAAICLCMoAAAAAwEUEZQAAAADgIoIyAAAAAHARQRkAAAAAuIigDAAAAABcRFAGAAAAAC4iKAMAAAAAFxGUAQAAAICLCMoAAAAAQNzz/zswZx6YFuQaAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, ax = plt.subplots(figsize=(10, 6), subplot_kw={\"projection\": ccrs.PlateCarree()})\n", "ax.coastlines()\n", "ax.add_feature(cfeature.BORDERS, linewidth=1, edgecolor=\"gray\")\n", "ax.add_feature(cfeature.STATES, linewidth=0.5, edgecolor=\"gray\")\n", "ax.gridlines(draw_labels=True, alpha=0.3)\n", "\n", "for fl in fls:\n", " ax.plot(\n", " fl[\"longitude\"],\n", " fl[\"latitude\"],\n", " transform=ccrs.PlateCarree(),\n", " linewidth=2,\n", " label=f\"cost index {fl.attrs['cost_index']}\",\n", " )\n", "ax.set_extent([-125, -66, 35, 55])\n", "ax.legend()\n", "plt.show()\n", "\n", "\n", "_, ax = plt.subplots(figsize=(10, 6))\n", "for fl in fls:\n", " fl.plot_profile(ax=ax, label=f\"cost index {fl.attrs['cost_index']}\")\n", "\n", "ax.set_yticks(opt.fl_choices)\n", "ax.set_ylim(28000, 42000)\n", "ax.grid(True, axis=\"y\")\n", "ax.legend()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "15", "metadata": {}, "source": [ "## Contrail-aware optimization\n", "\n", "Aviation warms the climate in two main ways: CO2 released by burning jet fuel, and radiative forcing from contrails. The two act on very different timescales. CO2 persists for centuries to millennia, altering the radiative balance continuously. Contrails last hours, but force far more strongly while they do. By historical coincidence, aviation's warming to date is split roughly evenly between the two.\n", "\n", "A climate-aware optimizer has to trade one against the other. We price contrail energy forcing as a CO2-equivalent mass and charge `dollar_tonne_co2e` for it, alongside the CO2 from the fuel the trajectory burns. The conversion rests on AGWP-style metrics. While imperfect, they make the tradeoff explicit." ] }, { "cell_type": "code", "execution_count": 12, "id": "16", "metadata": {}, "outputs": [ { "data": { "text/html": [ "Flight [11 keys x 172 length, 2 attributes]

Attributes
time[2026-03-07 02:00:00, 2026-03-07 07:08:43.404296875]
longitude[-122.30999755859375, -71.00800323486328]
latitude[42.36199951171875, 48.39500045776367]
altitude[6.099999904632568, 12192.0]
aircraft_typeB737
total_fuel_burn12845.543968008657
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mach_numberair_temperatureu_windv_windnode_indexsample_indexeef_per_mlongitudelatitudetimealtitude_ft
00.378369225.10943625.965668-15.4571360666.446373e+05-71.00789642.3619652026-03-07 02:00:00.00000000020.000000
10.401191225.05647326.361698-14.018524-1678.501729e+05-71.29826442.3890952026-03-07 02:01:56.0776290893341.043945
20.425873225.00296026.555529-12.426508-1681.154808e+06-71.58889042.4154892026-03-07 02:03:52.1620788576662.283203
30.452594224.98071326.742624-10.656299-1691.747330e+06-71.87975342.4411512026-03-07 02:05:48.2405090339983.349609
40.662756224.95321727.087595-8.775844-1702.283806e+06-72.17085342.4660762026-03-07 02:07:44.32336425813304.542969
....................................
1670.707188208.12890624.112701-37.967144-1350542.535676e+05-121.04138247.4995422026-03-07 07:00:36.83398437516860.978516
1680.656193208.13720724.291971-36.644329-1350556.258978e+05-121.35883347.4879572026-03-07 07:02:38.47656250012753.935547
1690.441585208.15303024.777712-35.540241-1350561.175764e+06-121.67612547.4754872026-03-07 07:04:40.1152343758647.125000
1700.409878208.12883025.324558-34.512783-1350571.940869e+06-121.99327947.4621512026-03-07 07:06:41.7597656254540.074219
1710.381111208.07759125.537754-33.381542452350582.217915e+06-122.31025747.4479372026-03-07 07:08:43.404296875432.996094
\n", "

172 rows × 11 columns

\n", "
" ], "text/plain": [ "Flight [11 keys x 172 length, 2 attributes]\n", "\tKeys: mach_number, air_temperature, u_wind, v_wind, node_index, ..., altitude_ft\n", "\tAttributes:\n", "\ttime [2026-03-07 02:00:00, 2026-03-07 07:08:43.404296875]\n", "\tlongitude [-122.30999755859375, -71.00800323486328]\n", "\tlatitude [42.36199951171875, 48.39500045776367]\n", "\taltitude [6.099999904632568, 12192.0]\n", "\taircraft_type B737\n", "\ttotal_fuel_burn 12845.543968008657" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "res = opt.solve(cost_index=30, dollar_tonne_co2e=10)\n", "\n", "fl_opt_con = opt.to_flight()\n", "fl_opt_con.attrs[\"total_fuel_burn\"] = res.trip_fuel # used later\n", "\n", "fl_opt_con" ] }, { "cell_type": "code", "execution_count": 13, "id": "17", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = fl_opt.plot_profile(label=\"Cost optimal\")\n", "fl_opt_con.plot_profile(ax=ax, label=\"Contrail aware\")\n", "\n", "eef_curtain = fl_opt_con.intersect_met_cross_section(eef)\n", "eef_curtain.plot.pcolormesh(\n", " x=\"time\",\n", " y=\"altitude_ft\",\n", " ax=ax,\n", " cmap=cmap,\n", " vmin=0,\n", " vmax=1e8,\n", " extend=\"max\",\n", ")\n", "\n", "ax.set_yticks(opt.fl_choices)\n", "ax.set_ylim(28000, 42000)\n", "ax.grid(True, axis=\"y\")\n", "ax.legend()\n", "plt.show()\n" ] }, { "cell_type": "code", "execution_count": 14, "id": "18", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = opt.plot_met(altitude_ft=36000, time=takeoff_time)\n", "fl_opt.plot(ax=ax, linewidth=2, label=\"cost optimal\")\n", "fl_opt_con.plot(ax=ax, linewidth=2, label=\"contrail optimal\")\n", "ax.legend()\n", "ax.get_figure().set_size_inches(10, 6);" ] }, { "cell_type": "markdown", "id": "039528ec", "metadata": {}, "source": [ "### The cost of contrail mitigation\n", "\n", "The table below shows the tradeoff between estimated contrail warming, time, and fuel. Pricing contrails at $10 per tonne of CO2e removes the majority of the trajectory's contrail forcing at the expense of a small fuel penalty. Because the contrail optimal route flies below a contrail forcing region rather than climbing through it, it flies in warmer air, and the total flight duration ends up slightly shorter than that of the cost-optimal route." ] }, { "cell_type": "code", "execution_count": 15, "id": "cf98bdfa", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
eef_TJfuel_kgduration_minutes
cost optimal51.612686.2311.1
contrail aware6.012845.5308.7
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" ], "text/plain": [ " eef_TJ fuel_kg duration_minutes\n", "cost optimal 51.6 12686.2 311.1\n", "contrail aware 6.0 12845.5 308.7" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def summarize(fl: Flight) -> dict[str, float]:\n", " \"\"\"Summarize the contrail forcing, fuel burn, and duration of a solved trajectory.\"\"\"\n", " seg_eef = fl[\"eef_per_m\"] * fl.segment_length()\n", "\n", " return {\n", " \"eef_TJ\": np.nansum(seg_eef).item() / 1e12,\n", " \"fuel_kg\": fl.attrs[\"total_fuel_burn\"],\n", " \"duration_minutes\": fl.duration.total_seconds() / 60.0,\n", " }\n", "\n", "\n", "# Display a DataFrame for presentation only\n", "pd.DataFrame.from_dict(\n", " {\n", " \"cost optimal\": summarize(fl_opt),\n", " \"contrail aware\": summarize(fl_opt_con),\n", " },\n", " orient=\"index\",\n", ").round(1)" ] } ], "metadata": { "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3" } }, "nbformat": 4, "nbformat_minor": 5 }