{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Transport across sections\n",
"\n",
"`mom6_tools.section_transports` collection of functions for computing and plotting time-series of transports across pre-defined vertical sections.\n",
"\n",
"The goal of this notebook is the following:\n",
"\n",
"1) server as an example on how to post-process the CESM/MOM6 vertical sections defined in diag_table. The location of the current vertical sections computed online can be found at the end of [this notebook](https://gist.github.com/gustavo-marques/bd6e9bb43062dcbc2abda91b757c7c4b); \n",
"\n",
"2) evaluate model experiments by comparing transports against observed estimates;"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%load_ext autoreload\n",
"%autoreload 2"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"import warnings\n",
"warnings.filterwarnings(\"ignore\")\n",
"from mom6_tools.section_transports import Transport, options\n",
"import matplotlib.pyplot as plt\n",
"from mom6_tools.m6toolbox import cime_xmlquery\n",
"import xarray as xr\n",
"import yaml, os, numpy"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"# Read in the yaml file\n",
"diag_config_yml_path = \"diag_config.yml\"\n",
"diag_config_yml = yaml.load(open(diag_config_yml_path,'r'), Loader=yaml.Loader)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# create an empty class object\n",
"class args:\n",
" pass"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Output directory is: /glade/derecho/scratch/gmarques/archive/g.e30_a03c.GJRAv4.TL319_t232_wgx3_hycom1_N75.2024.079/ocn/hist/\n",
"Casename is: g.e30_a03c.GJRAv4.TL319_t232_wgx3_hycom1_N75.2024.079\n"
]
}
],
"source": [
"caseroot = diag_config_yml['Case']['CASEROOT']\n",
"args.casename = cime_xmlquery(caseroot, 'CASE')\n",
"DOUT_S = cime_xmlquery(caseroot, 'DOUT_S')\n",
"if DOUT_S:\n",
" OUTDIR = cime_xmlquery(caseroot, 'DOUT_S_ROOT')+'/ocn/hist/'\n",
"else:\n",
" OUTDIR = cime_xmlquery(caseroot, 'RUNDIR')\n",
"\n",
"print('Output directory is:', OUTDIR)\n",
"print('Casename is:', args.casename)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"# load sections where transports are computed online\n",
"sections = diag_config_yml['Transports']['sections']"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Define the arguments expected by class \"Transport\". These have been hard-coded here fow now..."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"tags": [
"parameters"
]
},
"outputs": [],
"source": [
"args.infile = OUTDIR\n",
"# set avg dates\n",
"avg = diag_config_yml['Avg']\n",
"args.start_date = '0001-01-01' # override start date\n",
"args.end_date = avg['end_date']\n",
"args.label = ''\n",
"args.parallel = False\n",
"args.debug = False"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Observed flows, more options can be added here\n",
"\n",
"* Griffies et al., 2016: OMIP contribution to CMIP6: experimental and diagnostic protocol for the physical component of the Ocean Model Intercomparison Project. Geosci. Model. Dev., 9, 3231-3296. doi:10.5194/gmd-9-3231-2016"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Below we define a function for plotting transport time series. Note the following:\n",
"\n",
"green = mean transport is within observed values \n",
"\n",
"red = mean transport is not within observed values \n",
"\n",
"gray = either there isn't observed values to compare with or just a mean value is available (not a range) "
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"def plotPanel(section,observedFlows=None,colorCode=True):\n",
" plt.figure(figsize=(7,3))\n",
" ax = plt.subplot(1,1,1,)\n",
" color = '#c3c3c3'; obsLabel = None\n",
" if section.label in observedFlows.keys():\n",
" if isinstance(observedFlows[section.label][1:],list) and isinstance(observedFlows[section.label][1:][0],float):\n",
" if colorCode == True:\n",
" if min(observedFlows[section.label][1:]) <= section.data.mean() <= max(observedFlows[section.label][1:]):\n",
" color = '#90ee90'\n",
" else: color = '#f26161'; \n",
" obsLabel = str(min(observedFlows[section.label][1:])) + ' to ' + str(max(observedFlows[section.label][1:]))\n",
" else: obsLabel = str(observedFlows[section.label][1:]);\n",
" plt.plot(section.time,section.data,color=color)\n",
" plt.title(section.label,fontsize=14)\n",
" plt.text(0.04,0.11,'Mean = '+'{0:.2f}'.format(section.data.mean()),transform=ax.transAxes,fontsize=14)\n",
" if obsLabel is not None: plt.text(0.04,0.04,'Obs. = '+obsLabel,transform=ax.transAxes,fontsize=14)\n",
" if section.ylim is not None: plt.ylim(section.ylim)\n",
" plt.ylabel('Transport (Sv)',fontsize=14); plt.xlabel('Time since beginning of run (yr)',fontsize=14)\n",
" plt.grid()\n",
" return"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot section transports in alphabetical order"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Agulhas Section"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"ERROR 1: PROJ: proj_create_from_database: Open of /glade/work/gmarques/conda-envs/mom6-tools/share/proj failed\n"
]
},
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ds = []\n",
"agulhas = Transport(args,sections,'h.Agulhas_Section',debug=False); ds.append(agulhas)\n",
"plotPanel(agulhas, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Bering Strait"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"bering = Transport(args, sections, 'h.Bering_Strait'); ds.append(bering)\n",
"plotPanel(bering, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Barents opening"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"barents = Transport(args, sections, 'h.Barents_Opening'); ds.append(barents)\n",
"plotPanel(barents, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Davis Strait"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"davis = Transport(args, sections,'h.Davis_Strait'); ds.append(davis)\n",
"plotPanel(davis, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Denmark Strait"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"denmark = Transport(args, sections,'h.Denmark_Strait'); ds.append(denmark)\n",
"plotPanel(denmark, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Drake Passage"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"drake = Transport(args, sections,'h.Drake_Passage'); ds.append(drake)\n",
"plotPanel(drake, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## English Channel"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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ddhu6deuG5557DtnZ2fjvf/9LPf6iiy7C5MmTceGFFyI3Nxc33ngjxo4da6jl43A4HA6HU3/wqFh2GrXGzu/3Y+vWrXjwwQcV28eMGYPvvvuOqYxt27bhu+++wxNPPKF7jM/ng8/nk3+XlZUBAAKBAAKBgOV6S+fYOZfDiRW8HXIaArwdclgIibWm2Hi0lcbQDlnr1qgFu1OnTiEUCiErK0uxPSsrC0VFRYbntm/fHidPnkQwGMTMmTNx22236R47e/ZszJo1S7N95cqVSEpKsld5AKtWrbJ9LocTK3g75DQEeDvkGFExoAJIiPy9bNmyuF2nIbfDqqoqpuMatWAnIQiC4rcoipptatatW4eKigps2rQJDz74IDp16oTJkydTj50xYwbuv/9++XdZWRmys7MxZswYpKWlWa5vIBDAqlWrMHr0aLjdbsvnczixgLdDTkOAt0MOC/Mr56NSjKwXO2HChJiX3xjaoWQtNKNRC3aZmZlwOp0a7dyJEyc0Wjw1eXl5AIAePXrg+PHjmDlzpq5g5/V64fV6NdvdbndUDSDa8zmcWMDbIachwNshxwgyeCKe7aQht0PWejXq4AmPx4O+fftqVKerVq3CkCFDmMsRRVHhQ8fhcDgcDqfhwKNi2WnUGjsAuP/++zFlyhT069cPgwcPxquvvor8/HzceeedACJm1GPHjuHtt98GAPznP/9Bhw4d0LVrVwCRvHZz5szBPffcU2/3wOFwOBwORx8eFctOoxfsJk2ahOLiYjz22GMoLCxE9+7dsWzZMuTk5AAACgsLkZ+fLx8fDocxY8YMHDx4EC6XC+eddx6eeuop3HHHHfV1CxwOh8PhcAzgGjt2Gr1gBwDTpk3DtGnTqPvmzZun+H3PPfdw7RyHw+FwOI0IvvIEO43ax47D4XA4HA6HUwsX7DgcDqcBUx2uxq++XxEQG27iVA6H03A4J0yxHA6Hc67yYcWHKA4VoyhUhIuTLq7v6nA4nAYO19hxOBxOA6Y4VAwA2OffV8814XA4jQEu2HE4HE4jwMG7aw6HwwDvKTgcDqcRYLZMIofD4QBcsONwOJxGAdfYcTgcFnhPweFwOI0ALthxOBwWeE/B4XA4jQAu2HE4HBZ4T8HhcDiNAIfAu2tO00QUxajOLwmV4LOKz1AQLIhRjRo2vKfgcDicRoAAHjzBaZqIqBXs7HwHKypX4GDgID4o/yCW1WqwcMGOw+FwGgHcFMtpqoQRlv+28x2Uh8tjWZ0GD+8pOBwOpxHATbGcpgop2NnR2DkFZyyr0+DhPQWHw+E0ArjGjtNUCYvRCXZN7dtpWnfL4XA4jRTuY8dpqkStsQPX2HE4HA6ngdHUtA4cjgQZPGEHborlcDgcToOD+9hx6oOCYAFWV62GT/TVWx1IjZ0dIa+pTYpc9V0BDofD4ZjT1AYnTsOATBFycdLF9VIH0sfODlxjx+FwOJwGB/ex49QnZ0Jn6u3a0WrsuI8dh8PhcBoEZMZ9rrHjNFVIYc6WKbaJuTHE5G5LS0sRCARiURSHw+FwzkIOYk1tcKorojXzceIPqbGzA9fYmVBeXo433ngDf/jDH5CXlwePx4PmzZsjISEBzZo1w/Dhw/HII49gy5Yt8agvh8PhNBmiTfPAMWaPfw9eLnkZhwOH67sqDZ5oI1OjIWofO0KwawqCPLNgl5+fjz/96U9o27Ytbr/9dixatAjl5eXo1KkTBg8ejN69eyMjIwObNm3CP//5TwwcOBB9+/bFwoUL41l/DuecZbdvN5ZVLENQDNZ3VTj1RAgh+e+mpnWoC5ZXLkcAAXxS8Ul9V4VjQNRRsYS2m/ymzlWYomIffPBBvPDCCwiHwxg/fjyuu+46DB48GLm5uZpjq6ursWXLFqxcuRKLFi3ClClT8Oyzz+K1117DRRddFOv6czjnLCuqVgAAWvlaoV9Cv3quDac+iDbjPodzLhCtjx05KQqKQbgFd0zq1VBh0ti98sor+Nvf/obCwkJ8/PHHmDx5MlWoA4DExEQMHz4cjz/+OPbt24evvvoKqamp+Pzzz2NZbw6nyVAdrq7vKnDqCYV2gct1nCZKtOZTUhgM4ty3gDBp7A4dOoT09HRbF7jkkktwySWXoLS01Nb5HE5Tpz59Wzj1CzmgkRGyHE5TIlpTrEKwawKuLUwaO7tCXazL4HCaIlywa7o0BX8gDseMaKNiuWDHwMKFC1FVVRXrunA4HApcsGu6RKup4LDB/RcbNmrBzqr2uqmZYm0JdlOmTEHr1q1x880346uvvuImAg4njvABvenSFFIzAEDIFUJ5uLy+q8FpoEQrY5Dnh8RzXwtuS7B7/PHHkZ2djbfffhtjx45F+/bt8be//Q07duyIdf04nCYPnzg1XUhT7Lks4B8ZcgTvVL2DqjC3BHG0aDR2Fr8FrrFj4OGHH8Yvv/yCLVu24N5770U4HMacOXNw0UUXoWfPnpgzZw4KCgpiXVcOI2ExzCMpzyHO5QGdY0xTM8WeDJ2s7yqcswTExrs6VCwFO66xM6FPnz549tlncezYMSxbtgyTJ0/GwYMH8be//Q05OTkYPXp0rOrJscB75e/h1dJXURrikcjnAk1hQD9XORU6hUVli2yvbNAUBqGGwLnuY7fTtxNzS+Zip29nfVfFFrEMnoi2rMZATBYfdDgcGDduHBYsWIDjx4/jn//8JxwOB7755ptYFM+xiDTr3RfYV881iY5jwWPY499T39Wod5pCR3Su8kXFFzgROmF7ZYOmprHjxIevq75W/N8O9dn+1O4oVuvS1L4jpjx2LJSVlWHJkiVYsGAB1q5di3A4jNTU1FgVz7GBIzZye72xpHwJAKCFswUynZn1XBsOxzrVYnQuEU1tQOJwaHCNnTWiEuyCwSCWLl2KBQsWYOnSpfD5fHA4HBg9ejSmTJmCq6++Olb15NigsQt2EuXh8iYt2PEBvenS1AJneFvn0Ijax474jprCN2VLsNuwYQMWLFiADz74AGfOnIEoirjoooswZcoUTJ48GVlZWbGuJ8cG5MLHdUlQDMIBR8yuf677v5jBB7vGS7RtV6GxawIDEodDI5ZLijUFjZ2tkXf48OF45ZVXkJycjL/97W/YuXMntm7diunTp9eLUDd37lzk5eUhISEBffv2xbp163SP/eijjzB69Gi0bNkSaWlpGDx4MFasWFGHta076kMg8ot+zC2Zi0Xli2JWZpMX7PiA3mRpCoMQh2OGenIbTVRsU5go2xLsbrnlFnzzzTc4fPgwZs+ejQsuuCDW9WJm8eLFmD59Oh5++GFs27YNw4cPx/jx45Gfn089fu3atRg9ejSWLVuGrVu34uKLL8YVV1yBbdu21XHN4wMpBDjhrPPrFwQLIELEqdCpqMoh76PJC3ZNoCPi0OE+dnVDU+9jWKjP9hfLdCdNYbJkyxT7xhtvxLoetvn3v/+NqVOn4rbbbgMAPPfcc1ixYgX++9//Yvbs2Zrjn3vuOcXvJ598Ep9++ik+//xzXHTRRXVR5bhCJjQVhLrvrGL18ZPlnIudblGwCN/XfI/hicOR4cwwPJYP6E0XhW/QOdoOmsI9cqIjWmGsqbk0xCwqdvv27Vi9ejUAYNiwYejfv3+sitbF7/dj69atePDBBxXbx4wZg++++46pjHA4jPLycjRv3lz3GJ/PB5/PJ/8uKysDAAQCAQQC1pM+SufYOdcMv+iX/xaDIgJC3SalDAZrs3pHc39k/q5QMIQAGm9yTRqLKxYDAEqCJZicPNnw2FA4FJe2EggEIEJElb8KSUiKefkcgJRTbPUVodpzwuFwXNpBfUPek/pb94t+VIvVSHekx7UOIsRz8tnSsHufYrj+nhH5HQCRe7Diwx0O1wp2gRB93I7nuBwrWOvGLNitXbsWr7/+OqZNm4ZBgwYp9v3jH//QaMemTZuGF198kbV4W5w6dQqhUEjj15eVlYWioiKmMp555hlUVlbiuuuu0z1m9uzZmDVrlmb7ypUrkZRkf0BctWqV7XP1CLlCwJDI39t+3Ibfin+L+TWMqGpeBXSP/L1s2TLb5YQdYWBY5O/NmzYjoSwhBrVrQIyI/O9M6Iz+czp7TNHxIizbZf9ZGlHUqwjz/PPQfm17uPzW5nknu5yE6BDRcnfLc1KrGgsCgwOAO/K3ne+hvHU50CXydzzbQX0iQpTb+g9bfsAvp3+R9x0echiiS0TbH9rCU+2J/cXPXjccDkfVXzV4RtT+afk+z557+sxpLFtTP8+opEMJkFv7e+WqlXAG2V2NzvQ+A6RF/t716y4cO3ZM99h4jMuxoqqKbck95p588eLF+OCDD/DSSy8ptq9evRpPPvkkXC4XbrjhBiQnJ2PJkiWYO3cuLr30Ulx11VWWKm4HtclRFEUmM+SiRYswc+ZMfPrpp2jVqpXucTNmzMD9998v/y4rK0N2djbGjBmDtLQ0y/UNBAJYtWoVRo8eDbfbbfl8IyrCFXi76m0AQN++fdHR1TGm5ZtxKHgIy2oiH/+ECRNsl+MTfXijMmLyHzx4MNo428SkfrEkLIYhQLBl8p5bMRcA4HQ4dZ+TdExWVhYm5Np/lnoEAgG85nsNAJA3Ig89PD3YzxUDeK0ycu6I3BFIdfCclTTeqHgDPkS0/Xa+h52BnVjrWwsg0g7G546Paf0aAj6/D2/4I996v379kOvKlfdJ30De0Dz08vSK+bVZvsNzAek+AevtUDq3eUbzentGm32bsTWwVf49evRoJAjsk/0lVUtwInwCANC1W1dc1EvrdhXPcTlWSNZCM5gFu40bN2LgwIEaQeaVV16BIAh4+eWXceuttwIA7rvvPvTs2RPz5s2Lq2CXmZkJp9Op0c6dOHHCNDp38eLFmDp1Kj744ANcdtllhsd6vV54vV7NdrfbHVUDiPZ8Go5QrXra4XTUeQN1irWzqGiuHQzXmnTdLjfcrob1oYXEEBaWLUSKIwW/T/19VGWZPichumdpyFkPA6fTaekapJ+Ky+WC29mw3k9DQRAE2Rxr5x0KodpJg+AQGuyAEw0hMQSc9SDRa4fx6MvUKTTOxWdLw+591mf7E4ICSG8cl8sFt8NCXci5t8P4GcRjXI4VrPViNlIXFBSgS5cumu2rV69GWloabr75Znlbly5dMGHCBGzZsoW1eFt4PB707dtXozpdtWoVhgwZonveokWLcPPNN+Pdd9/F5ZdfHtc61jVk8IQe1eHqBu9A2tAjl06GTqI0XIpjQX2VfqxoiA7lsazThuoNmFc6DzXhmpiVea7QFKJiWe4rHvfe0PuYhkZ9jhlqIZynOzGGWbA7c+YMMjOV2f+PHj2KkydPYtiwYXA4lEV16tQJp05Fl/KChfvvvx+vv/463nzzTfz666/43//9X+Tn5+POO+8EEDGj/vGPf5SPX7RoEf74xz/imWeewaBBg1BUVISioiKUlpbGva51ARl0QOu49vn34dXSV7G2em1dVssyTWFAY6VB3n8Mq7SlZgtKw6XY4dsRu0IZCIvhuA9W0foe1sWAtLxyOT4s/zCqZxHNs6wvwY5lEsxpGPB0J9ZgFuxSU1NRUFCg2LZ1a8Tm3bdvX83xgiAgISH+Du+TJk3Cc889h8ceewy9e/fG2rVrsWzZMuTk5AAACgsLFTntXnnlFQSDQdx1111o06aN/O++++6Le13rArKzojX+9dXrAQDbfdvjcn3FQBTFQGF3CRhf2IfN1ZtxJnTG9rWtEm/hoCEKdvHoHOvyPoNiEG+XvY2PKz6us2vaQfGc4/R49vj34GjwqO3ckwExgHll8/B55ecxrlkt8fjGol3NgFN3RNs3NLWUOsw+dj179sQXX3yByspKJCcnAwA+/vhjCIKAESNGaI7fv38/2rZtG7uaGjBt2jRMmzaNum/evHmK32vWrIl/heoRxSy0ntuvCNG2xsKuxm5N9Rrs9u/GlpotuCvjLv3yxTC2+bahvas9slzRrZYSzX2ylk9jh28Hfqz5EVenXI10Z3zTQbDWqbFwPHgcpeFSlIYbtqY+3gNSLASmI4EjKA+Xozxcbq8ODcAU29jb87lOtKZY8l03BYGeWWN366234vTp0xg5ciReeOEF3HvvvViwYAGys7MxatQoxbGhUAhr165Fjx7sUXac2EA22vrurKK5vl2NkOTzFkTQ8LiffT9jffV6vFf+nq3rkIJcvJ+zXvmrq1ajNFwaE7O61cjexu6zQt5vQ+7o4202Isu3E919Ingirpo6iXibYsOIv1meY59ov4PG3l9ZhVljd+ONN+Lrr7/G/PnzsW3bNoiiiNTUVLz22msa/7qlS5fi1KlTGDt2bMwrzDHGzBQbS8rD5djp24me3p5IdiRrrhkrwS4e9xHtkmck8dakmJVvt9OLyqcqDu+nLnPhOYg5bQghxe+GRLy/A7MVXnyiD4cDh5HnzoNb0EbkLauMPq9ZvWnsKFogno+xYcJ97KxhKSPpW2+9halTp2Ljxo1o3rw5xo4di/bt22uO83q9ePbZZzFx4sSYVZTDhlnwRCw7ro/LP8aZ8BkcCRzBdWn6CZ7tYNcExSqsxHKgiLvGzuSe7Aol0XRwjX0GTD6zoBikCi0NgXg/Z7M2sLxyOQ4FDqGrpyvGJmsn6gFRmQmfNYeo4hyGe6yLew8j3GAF/KZO1D52jby/sorlJcWGDRuGYcOGGR4zduxYrq2rJ+oy0utMOBKgUBgqpO5vyBq7WBJvTYpZ+bHwY7RKY3FGDothBMQAvA5lHkqyzmZm+2iIdiIVb9cKM43docAhAMBu/26qYOcW3Apf3jDCcIJ9RQBWjNpqUAxin38fst3ZsuWABXISDET6TlfsVtnkxBCNdtWitaGpaez49OQcg+ys6mPAbSym2GjLjLePnZXnWN8au1h1lPEwgy0pX4KXS1/WOPaTdVYP8A2JeA9C5ABp5/l7BOUyX3a+BSZTrMFA/n3N91hRtQKLyxdbuq5GY2fga1kQLMDrJa/jN792icbSUGmD9tM8F4hpVGwT8KVkGhHmzJmD6upq2xf54Ycf8OWXX9o+n8OOmY9dXfqQ1IdgVy/CbBw6CkuCnYXFsEliZoqN1f3HoWlK2uT9/v2K7eRAHE+NXbTUtynWDLUJ2055LNpfo3uX3q3VqFyaKVaPT8s/RaVYiS8rlePYXv9ezCubh6WVSy1dm2MN9fuPKiqWa+wiPProo8jLy8Pjjz+OAwcOMBUcCATwySef4PLLL8egQYPwyy+/mJ/EiRqFxq6+ZyZRXN7KDEsURfjCPmvlNyYfu3hp7Egzn8W20hBM5WXhMmZtm5EAEhQbrmAXd41dlG3LDdVzjZPmyqiedp+Ruq5G5filNc9U/FjzIwDgQIBtXFSztWYrPin/pEFrjeuCslAZ9vj36LafaAU77mNHYc+ePXjooYcwc+ZMzJw5ExdddBEGDRqEPn36ICsrCxkZGaiursbp06exd+9efP/991i3bh1KSkrQoUMHLFiwAJMnT473vXBwbmrszPiw4kMcCx7DH9P+WO/m53iUWRc+dg2ho7RyH8eCx7CkfAnaONvoBu6Qg6XaZBhvU2xIDKEoWBR9moY4+zKa1c8tuOET9SdNRs+VlWiDJ+w+F7U/cn2YU6WE8Xv8e3CB94I6v74VzJ7zseAxfF/9PUYmjURzZ3NLZc8rmwcRIvxJfvTwxj5NWlPzsWMS7Nq3b4+3334bjzzyCF5++WW88847+PHHH6nRT6IowuFwYMSIEbjjjjtwzTXXNNgFdc9FGoImJRbXt3IfUu66X/2/Mpff0DV2VkydsfCxs9rZxUPgsCLY/eKLWAD0AncAKAQSl6Ds6hQauziYYtdXr4/J6i6K7yAeJn+T9+iGGz7oC3axMMUq6lOHgp0VU6yEOrgiVhNldXRxQ8FKm1tSvgQA8HnF57gp/SZr1zn7Do8EjlAFu5hq7OrbklUHWAoB6ty5M5555hnMmTMHO3bswHfffYejR4+iuLgYiYmJaNmyJXr06IHhw4ejWbNmcaoyx4hzJnjCZjRgXd1zjVi7YH29a+xsJJZVl2tZsKtn0wbLgOoX6eYzQOVjFwdTbKyW7KtLUyxVsFNFvapRTyrsaL2i1djZ1bRZMcVKJDoSbV3LDLvfMBARCjdUb0Andye0d2vTj9U1FeGKmJcZy+AJrrHTQRAE9OrVC7169Yp1fThREqsExXv9e1EVrkKvBGvvuClExe7x78HyyuUxKUsXkfxTW/7hwGH571j42FkdHOvbGZlFsCM1dupZusIUW4cpgkpCJVhTtQb9EvoxDcLxTndi9p2Z5fezo/VSE21UbKxMsTSTfFGwCIlCrTBH/g1EJ5DFii01W/CT7yf85PsJ92XcF9Oy69vqI6F+/w3BdaQhw5P2nGOYDQSspgMpo3wHdwdkODOYrx8rE11D/vi+qfxG8buuo2Krw9X4pOIT+XcsfOyi0tjF6P6t3IdVwc5IAKnL4InllctxPHQchysOMw3C8R6QzMokfeiCYtDQpE37bbk+OkFTdWGKVQt6JaESTQoVtWDXECgJlcSt7IbSD0dbj4bkolQX8Dx25xix9skxcpymEauPxs6HKJ79j+lYhmdTFiozNOeR1401RgO6+p3Ewseusc2ALWvs1D46xPuvy3QnVs1UdWqKpXwTZLLh7b7tmu9B/VwbU/CEWkutFvBPhk5qzlFr6GLlYxdNOfHUGtb3d65HrNx8zlW4YHeOEYsPkWz4VjucWM2M4m2CMqM0VIq3yt7Cm6VvavZF68jLgtF7VGtN6kVjV88rT7AMZkYaO1I7wxoVu8e/Bz/7fmasIR2r7yrueewsDHIbqjdgXdU6w/PtTCb17pH13u0KvxpTLINJXn1/DUGwi+cyaHbaXDwyL8Qyj53d7+hk8CSWVy6Pq4Y0VnDB7hzDtAEzfHNkGVY7jViZ6Oo7QXF+MB8Am8ayvoMnYpGg2Oostr7TnbBAapeMfHTUmpqwGEZYDKM6XI3PKj7Dfv9+iKKI5ZXL8U3VN5YT4ZJY1a7EW7tg9h7VQtO+wD7D/dH6K9oR7Oz2M5q6Mwj4DUlrJRHPFFYN5X6jDp4gzrc7EVhcvhh7/HvwRcUXUdWlLuA+ducYsfCxIxt+PBb0ZqEgWEAWWudY6Szj3flptCIxuh5rpNip0Cl44EGaM416fKMInlA9M3IQJ02xYTGMt8vehhNOtHW1xcHAQRwMHMQ9ze6Rj5EExn3+fSgNl6JvQt+Y1psk3r5BZuWrtyULyYb77dQxWo1dzEyxDCb5hhhR2RQFOyvCfLSBFxLSpKU4XGzr/LqEC3bnGLE2xUalsbN5/aOBo9jl32W5HFG04GNncpxRZ1nXplj1YBKr65PaFb0BqzJciYVlCwFA4ezPopk9FDiEsnAZenp76tbBrraFfD9hMUzVWpKaOKNnSAp5FWIFSsOlAIDUcCr1fOna0jJSrZ2t0c7dznK9WajL4AkWwS7JkaT4bWW9VZY62DkmZqZYGxq7ukz4rkdc62CjyUXlL6hzrlkbORg4iAxHBpo5m5meG61w3hDeuRm2bDj5+fkoKyszPKa8vBz5+fm2KsWxTyxm+LRBjJVY+F4dCR5RlmmlnBiNffWtsTM0HaguZ1U4CopBHAkc0WiqaBSH6LNTFoHj04pPsbpqNY4Hj+vWhTzXblSsnvnPqI66CYqJw0hh0egdnwqdMq2vXCalyxVFEZXhSurxLN/zieAJ27nDzNquul2oBTujNDLR1ofVrSNWGjsmH7s4CXZR+diR7dSkL4hmYlGfGE1mjwSO4LOKzzC/bD7buXHIYvCb/zd8U/VNgwnMsCXY5eXl4fnnnzc8Zu7cucjLy7NVKY59zAZcq6bYaKIl7aLOnRVvwYkG+ZzMVPlxXxHA7PoWn89XVV/ho4qPsM5X6whvNRrRiibJSOiw+24Vgp2OpsVIONZbUkxP0DSa7FSJVazVpn5/q6pW4fXS1xW5CeXrkgMF5VGdCZ3BovJFeKP0DeY6kJhNxNTbEoQEZf1inMdO72+jcmMxgQXY0t7E8luPR5qgWOdkrAvBjkUYMnpWR4NHjc+tA43dl5Vf4mffz/jF/0tUZccKW4KdKIpMC7Nz6p5oFnanlhGFYGe3U1AvLK5Xzi++X7CsYhnTsVbRG9Rp1LnGToXVjmqPfw8AoFKs1RLplaG3nWxbBwMHccCvvwh6cahYty3a1dgpTKksGju1Zkmka+z06mP0LVWFLQh2FJ9VaSm8zdWbNfvMvqeiYBHztWlYbdtmv2nlVYWrsN+/X38AJ4rQEzTj4WNnJypWfX/RaNrstn01LJMcu9eJtysAEP1kwOyezVxZrGL0DM+EzkRVdqyIW1Ts0aNHkZqaan4gJ6ZYabR6g1U0M5pYdATqhcX1+KrqK+wN7LV1DVONncA+C26sPnYkuoKdzmBMHr/LvwufV34OX5i+0sPGmo34oeYHajmx0LboaVpYNXaKFTh0NHNGWjlWjZ0oioaDAi1nYryd9c2082Y+dCw+du+Vv4cvKr/QXWaNxfwal8ARkzx2NAwFTIsT6XjcU6xzMtrqzy3KqHZM4ORvs3u2orHzpfhQFLI/WbKa9zVeMAdPPPbYY4rfa9asoR4XCoVw9OhRvPfeexg4cGBUleNYxyxaUaGFAH2gqe/EtWpHeEvCajw0dmLYsLPSu6ZP9EEURSQ4Eqj7WSHfR2W4El9Xfc10fSuwCPmiKMoCL+2aPtEHL7wAtJ31xpqNGJA4QHtdu9oWYpauNzAYaZ712rieYPdO2TuK88nnpecfp0aEaBiMRBsUjL6nA/4DKAmXMF3bqE565ZPb2rva42jwqHaAZfCxk9LD7PPvQ5+EPsx1iLe2yE6qFiMfuzDCioTOVsqKRmNH3sf66vUYmzxWeZ0YWc9Y34HVe4k2zYzZ+RpXFp3nERJDKOxTiI+qP8Kd3jvhFbzU44zuj1xDvD5hFuxmzpwp/y0IAtasWaMr3AFA27Zt8a9//SuaunFsYKUzDCNMHWgUPkdRzELtdiixCk+PBhZTH+1YeZso4u3St1ElVuHPzf7MrIXUK1MSqr6q/ErjUxKLjps1AEHq1My0O6yaplho7EJiCAExgK8qv0InTyd09nQ2PB7QF/pYk3OT5zBr7HQmUhJUjZ1OPY8FjuHzys+ZrmtWJ+KHdv/ZtiUJLGY+ddH6wtWlYGcnKlZjihViI9hFA1nv3f7dGJwwWJGaSE+ArApXoSxchtau1kx1rAtTLEs/pCZWGjtye024Bl4nXbAzotEJdqtXrwYQ+dAvueQS3Hzzzbjppps0xzmdTjRv3hxdu3aFw8HzH9c1VqJyrPpVxfr6umWoTY+Mgot49j/WYw33i/qCHYspNIywPOAXBYvQwd2BqV56ZUqDBi0CMyYaO50y9AQLM0d71tUcyGKs5ExUDwZba7bit8Bv+C3wG+7z3Kc5xkizpKux06mPCFHXlGuEqWAHdlPsidAJpmua1snE3Cld3ymwCXZ2oleZBL4oJi+rKlfBJ/pwefLlSkHs7HsTIECEyGTGNFp5wkyzryZWZna7Privl74OESKuS70ObVxtqMeYCf6xgOwraHWtDFdqkoIrTLEmJnQ7wRNGk3mjb5h0R6lPmAW7kSNHyn8/+uijuPjiizFixIi4VIpjHytm1AP+A+jq7RpVGUbEKlqtPjR2elGTNGiDDlnnM6EzMRPszAQqu7D40plpY60EfFg9TnOeqHw/tMhbI0FUT7tIvms9s6mVCYT6mvFMUEyaymNVvrRN0kTpadMdcCCMsOGAyCLY6f1tt52IoijnxCwJlyDDmaEp0w03/PBHbxLUufeSUAlSHCmapQDJZxmNKda0fzJ57kcCR+AVvFhVuQoDEwci151LrWOdaOxU9yKKIl4vfV1zTjQ+drqTWAt9vh4NRWNnS6U2b948vP/++7GuCycGmHWGZAeyomoFdbYTjWAXC6GQ5UOM1vzIYqam/U0710zYOhM+E3X9pDqwOLjbgUV7a9a2jDpGlsSjeseUhcoMnfaDCFp6n4B+9DjLs1QLdqyDsgjrgle8/UtNhUVJsNPT2J19jq6zOoJoB/+YC3YGZUiCmOQmYScq1qyOBcECzC+bj0VliwzrFg3RmMeBSPtdVrEMRaEifFrxqW4dWd8By/dQHCrGbt9uiKJomCidSbtmMSpWbxLLeq+NwcfOlmBXXFzMI14bKEbmJ0DbmdAcv+s73QmLaUs3DUeMOksrZkUzwc7OotFG6TnigVXBjnbPRwJH5Hqy5tOilVkZrsShwCGIoogD/gN4q+wtfFn5pW69QmLIVNA00thZHbxEUbS3woJoHDxBQ+9bNAt6Yi7fZCImm2IljZ3Oc9QT/EiYNHY6GiK5XYkhfFD+AdZWrdW9Dq1+1LqfLVMS7OxExSoiqiltYrdvNwDgdPi0cVlR5Dk2dRUxmwQLQLVYTd0VLx+7BWULsKJqBfYF9ikDodQaO702Q9yTVVMsSzs0asd++HXTDMU6j6BdbAl2vXv3xm+//RbrunBigNmAo26wZC4zvWOsEIuOgOVDpH1AVjo0Uw2PTgoM1rLIbbGYxcVbY8fSgZq927XVa7HDtwNAdB3cgrIF+LTiU+wJ7MFW31YA2sXn1VGxtHZvpIljMcUaJT5WCFmMWjg9U6yL8IgxGtisaiX1KA2VYkHZAvzq+9U8QbEUPKEjuEnnSGZGo/6HyZfORGN3MHAQBcECbPNtMy3L7JqyKfZsQnQ7pljFBJDW5onX/XXl1/rP26bMVBwqxsHAQeY60tqf5GNII95uMAXBAkvWERrkc99Ss8U0ClZXKUD6VZu0hcXli03rVZ/YEuz+/ve/4/PPP5cDKjgNB7OBQN3I1b5Jq6tWY3nlcsMyork+Cywft53VBlQH1v5JEQAN/T4YBE+j4AsWWGeZ6mvZhcnHjsHfRvJnshJQoC5fEoT3+/drklXT6hUCXWNn5BPIorEzitCzI0yLMA6eUNdFU08TnyzWZ76ueh2KQ8VYWbWSWViUNI16JnG9qFkSqz52yj9FwzJYrqluA3ZMsUbtyMz1Zad/pyKiPRZuK9I6znp1YrmOFVcCFqz4CwbFoGHqIhbLDKmx21C9wZKgq1umxXyA0uTsmpRrLJ0XL5iDJ0iKi4sxZswYjB49GldffTX69++PrKws6sz1j3/8Y9SV5LDD6gwtQZpig2JQ1rgYlWFELJxt7WrszMph3QewDfBGZSl8wAxMBawzZWlAZXmndrDsY6cjREidOqswayQIBMWgZnk52nmrq1Yj25WtOcZIyNdNd2IyUEvHGwkMeugJdob1tCBAsh5LDqQrq1ZS66HepmeKle5d1tgxTqZo1zD6W2pPsVzr1I4p1lDzyyBYB8RAbd3i0Feqy1UfIwvIFtqsRDzcQYIIKn3sVNdgqae6rzGKoAWsC4ssSBOfFEeKpfPihS3B7uabb4YgCBBFER9++CE+/PBDAEqThBShxQW7usVMY6Zu1KTGLuYmPZvyRjQaO6Ny9KANuNEKdtF0ErQyjUyxcRXsLKQ70TsPMBiQKVoZiSCCSBQSTcv3i36qH6NRffUGZFZTrB1tiwjz4Al1ygwrgz9rPfSEZUPBziTdiayxi5MpVnoOlgU7g+enMcXaWQHBRDPPmgsxliZPQ63v2X1kXVnrGA+CYtCwr2XSrpn0r5rxhGF5Q6tWFuncaKKbY4ktwe6tt96KdT04McKyxo5cL9TET4mFWHRWLJnCWRPqMl3PZNZrNlM1C1Kh5SeTsGoGqUvBbp9/H/KD+dTr6F1TmrmymjKM6h4SQ4rEziExJAsY6vdPux6rJsyOKdaOtsVsSTFaWXoCN01AVNf3ZPAkllcux+DEwejk6SRvV6fdMMIseEL6zaKxs+rHRW4/HT6NynClZv1eM0HZqM1KgrtsirXhY8ei4bVTt2gwEmRogp0R8aqjREAMGE6mmLRrqm9f3SbMlsGjlmlxMi6dazU4Kl7YEuxoiYk58aEmXIPCUCFyXDmapbZosCYclSAbsNVZCs3pNhYdgd0Qd+psWldRxP6cYq2xYxEKdAcQyuGx6HDVwmlZqAxLK5fqXkfvmtLAq36HLOlOaBo7MrDAJ/qQJCRRyzdrD0ZRxnozdaO0CHY0dmHQV3oxEg6sXEd9j8sql6EkXIKllUvlpM2A/lrM1AmK2tRalz52KrbWbEW2u9bkHob5Sg8skdGSHyfLZMSqKbY+tGFmkwNRFBXfi2Ed45zHTu0fayd4Qn2M+n7iZYqlLrHYMBR2DUS85OjyQfkH+KziM90FtNWYpjsx8L8wc0BXo5497/bvRkGwgOlcI4yERQk7OadYr6c+11a6E1VEpmKZNhudVV372NGWyWIS7M52dKwJPg0FO1XnSq6lqh5EqVHSjFGxen5Euho7UbT1zNUm/7AY1pSl/n716smS7oS2RBmgjMI1w1RjZyL4KY7Ve2Yi/Rj18cdDxxWCcTQaMvJ8Sxo7UURluFK+72g0drEInqAhItIXv17yOoqCRdT+VJ07zk6fpIcVc6RGY2fDFKu+np5gJwnwIujpiqyaYmkTgUZtipU4fPgwFi5ciO3bt6O0tBRpaWno3bs3/vCHPyA3NzdGVWzaSPmPdvt3UxfQVmM2+BoJTSxaMD2KQkVYUbnC1rlqWGZtZomVza5vqrFjGOCNzldvC4gBplxfeucbpjuJgVOz+h5pmhCWRL56Gjs9jN6R2rGaTBtjpLETRREl4RLDd6wnTNmJirVi8lcvGq85xmKyZJIwwthSswUHAwdxVcpVusfZ8bGTrAVmPnZ2BV75bwMNUTNHM+W1GZbwMtSGqoInWAbzAAJ4vfR1XOS9CCOSRmh87IJiEDt9O5HjzlGsciGh8ENnmCjZQRRFuS9eVrkME1MmKvdDZPIljWcdJYJi9METZvWS3rtLcMnBKzTtOWvAm0RADMjfklSHRi/YvfTSS3jggQcQCAQUD//DDz/EY489hqeffhr33XefQQkcK7BqQMwGHCPhJxqNXXGomKl+LBhpFSVonTCLL0VY1OYSMxPMzAZYluccQAAJSNA9nlIotbx4mW80HarJM9HrcOWo2Bhp7MjnSGrsNAu4E7+/q/kOW2q26F5HXT89B3gjU6wtHzsGwY7VLKWX7mRD9QYAYNbw65Wv3maWoNiOj50oiop3qj6Gdi3yvtVtgBpxTLyn48HjaOtsW6tVVqc7YUyOCwDbfNswImmExhS7tWYrNtVsAqqB+zKMxz9FG7Lgy7ylZgvccKNXQi/qfnWdaN+20WoPAHAqdArLKpYhz52nOC/WBGGc7oTJfG+wfi95rEtwyf1qCCGN5tpqiipS+Gtogp0tU+yyZctw7733olmzZnjyySexceNGHDx4EJs2bcJTTz2FjIwM3H///Vi6dKl5YTFg7ty5yMvLQ0JCAvr27Yt169bpHltYWIgbbrgB559/PhwOB6ZPn14ndYwWmtp3c/VmrKhcodtB5Afztf5dlM5VIhqNHW2GEyuNHY2ffT9rtmk6BUoQxpLyJVhYtlB5LKWaUZtiKRo7aYFoW6ZYg2cSi2hmI0GJViddU6zFdCeGGjsxqBiUWE2xaqEOMBaSLJtioTSfsg7KYTGsyRxgJFCzCNuK8ol7rAprTem044zKJ83EZgmK7fjYbajegFdKX8H+4H7qMTS/SPWEizyG5r9IHr+uep0inZM6KtZq7jKyDOlv0hUFiL2PXXm4HBuqN2BN9RrdyHP1BIDWl5B9Gu2dfVX5Fc6Ez+BH34+19bWRL/No4Ch+qvlJ91yNxk71TvV8da1oEtXL3gHmYx2Lxo5sL+eEYDdnzhy0aNECP/74I/7+979j4MCByMnJwYABA/C3v/0NW7duRfPmzfHvf/871vXVsHjxYkyfPh0PP/wwtm3bhuHDh2P8+PHIz8+nHu/z+dCyZUs8/PDD6NWLPuNpiNAa4qaaTRq/NvJD8It+rKpcBQBUnxDAmmZKjdHsWV22FcxMqieCJ7A/sB9qzIShMMIoDBWiOFyMwmChYT2t+M6wLN22umo1Xi59GfmBfFuCXTSraLCgEZTMghHMBDtWjZ2B5kttio3GTMmaWNbMGZ52nBWNHSl8lIXLDBOy2k25AES+fb162TGTyxo71SRSI/gZ+dip3oG0qsgvwV+o11QTQkgj+Jql7VCX95PvJ8X5QK3GLgyldovlvaonAmb+XnoaW9Y2pMiDpzqHtl6vQ3BQ+1PyuYXEkKasaPpz8h4/rPgQa6rXaJIGSwQQMIyEVV/TTHhXX5/c7zj7n/oatHKYzPJn34VZ4vD6wJZg9+OPP+K6665D27ZtqfvbtWuH6667Dlu3bo2qciz8+9//xtSpU3HbbbehW7dueO6555CdnY3//ve/1ONzc3Px/PPP449//CPS09PjXr9YYTSbVGgyVA32t8BvCIpBLCxfqNHuAeaNmdUUS9XY2VwRwcgfCoDGfCNhpuHQE0wqxAr87PtZ0Wnq5TajXZtFYydlnP+u+jtbfiNGpthYCHax1tix+jsalSlC35ctGkd1QHl/im/AwCxEHm/H90h93Lvl78oTL7meBkvZmQ0gZH31AifU5RjVj7w+TWOn2E8x1Z4KnaJqT1mh1UfdX5F1YBHsaJNRRUodnXbBUkeamwfruXa+YXX7oJnDqZkLVFGxtG+JtuJLNP1MUYi+tmpQDGrGNqPnImvsDCaEejlJBUGQBbuYaOzOHmPmIlEf2PKx8/v9SE5ONjwmOTkZfr9+5xIL/H4/tm7digcffFCxfcyYMfjuu+9idh2fzwefr3ZALysrAwAEAgEEAgG903SRzrFybkgM6R7vC/nkfbRO+1DNIRSHilEcKtY4xZeFylDqK0WSIwn+oPZ9BYNBBEC/rkJDEKKcGwraej7BkPKjCoWU9y6E6B9PMKw8zx/0IxCuPY8U3EjeL3sfAQRw3H8cIxNGRq4Zrv3wA6Ha9/x25dvU+qrvMxCiX8sDj+Y5+/1+/BT4Ca2drdHa2TpSZlB5L4FgAAEEqJ1rOBy29ZxJQgjB7/dDEAQExADV1O0P1D5P9TuSEc9+F6r7DyMsl09CHvdd9XdoLjZX7CffKfmcpY7ZAa1GwgWXZrAIhZVtiHy/YbH2+ZHX09M6BoIBjRM8y/MPBAOK6wLA4eBhzTFSO5VM97TrhELaupF1qAnX6O5Tfyfy9mAQAYH+vYjBsxp/8lmRg9/ZV0A+54UVyuWuWJ4Teb66DZ0JnsHXwa/l3/6gX5GTT4CgKd8f1vZL0jGSEC0Ea99lTaBGDshQf4O0csi2Fwgp/c0DgQDCYdWEIhiS+1Py/lj7SrI/8wf81PZP1lsQBQSCqr4pGIAvVNu2AqGAwh0lEAjQg6cY27lUBklFsIJ6bhhhzdjhD/ghCpEKqffJFgFiTNBoG1XjhXT/gijACSeCCMIX9CmeJXkcEGk3ZvdaE6zRaBzV31CsYX3+gmhDrdK7d2/4fD78/PPPcLm0smEwGETPnj3h8Xiwfft2q8UzU1BQgHbt2mHDhg0YMmSIvP3JJ5/E/PnzsWfPHsPzR40ahd69e+O5554zPG7mzJmYNWuWZvu7776LpKQkW3Vn5dCIQ5E/RCB3XS51X+buTKSciCxlcnjIYYgu5Stt9XMrnOhxIvIjDKqeNmdtDmoyanC8x3HluTtbIek0/R4PDz0M0Rm5VtrRNJS1L1Psb/lLSyQXG08AaJzqcgoVrWtXxEg7kobmB2sH/JrUGhRdpJ0BJhYnorpFtfy77Za28FTVzsbDzjDyh9JN9ADg9DmRvTmSJ+vk+SdRmVWpub78Pgha7GmB1OOpim2+FB8K+xRqjk0+kYzm+5vjyOAjZysFZO7JxKlupwAAuWtzAQDVGdWKdyG9B9r1vaVetPmpje59qaGVAUTagAABpzqdQkXbCs3+tlvbwlMZeZ6n806jLLtMc0ziqURk7cpCSYcSlOSWKPZ1WN8BjrCy8flSfSi8SPucyPKqMyPvlHzOh4YdAhwRIV9qgxIOvwNhj3KwSyxORNYvWfLvo/2PIpgYGQCdNU5kfx9578XnFaO8XWRJIlrZQORdCCEBx3vVvp+EMwlIKk5C8olkOEIOHB5+WHNe622tUd6uHJWtKjX7JNpsawNvuRcAEEgM4Fj/Y/I+ISQgZ0MOAKC8dTmKuygDlrJ2ZOF4z0idPGUeBBOC8nOQ2pX6Hkkyf81EysnaJZHI76X19tYo6l2keFZhRxj5wyL7mx1qhpLcEiQfT0bLPS0BaNsZ+X3R9gNAakEqWuxrAcC8bbTd2hZOv1P+lhwBBzps7KA4xp/kR0G/WlcVd4Ub7X5sB6C2/2r3fbvIcxaA9pvaw+WPjGkVrSpwqusp3evnrs1F/uB8hN2RZ9x8b3NUZ1TL7TV3ba7mO2n1cysknYn0pzVpNSjqHenHMg5kIP2o1oLkT/TDl+5DSlEKBAiK+8n+LhtHBx6V26i70o1AcgAtf2mJkxeelLe12NcCRb1q+8vsjdnwpfpwontkTEgpTEFly0p53Mhdm4sTF5xAVabKTzMM5K7P1X0e0vsk3zP5jlOPpaL5/kg/enhE7feRUpCi6G86bOgARyjST/iSfSjsW9sGhKAA0SWi1S+tkFScpLkGoO2Pq5pX4UT3E4pvQj02AMpxJelkElr92op6fxLS+CYKovy9k3WPB1VVVbjhhhvkLCR62E5Q/Je//AVjx47F008/jb59+8r7tmzZghkzZmDPnj2YM2eOneIto9YCsGQkt8KMGTNw//33y7/LysqQnZ2NMWPGGD5cPQKBAFatWoXRo0fD7aanHpCYWzE38ocAdBzdEZ1dneEUnBBFEf+tjJibu/fqjgvcFwAAXq14VaOtGNh/ID6v+TzyQ6fNjR8/HvmhfCyrWabY3q9fP+S6cqnnvFzxsjxb6pDXATsDOxX7+/Ttg/Nc5+neGxkuTvJ1zdfYE6wVyvM65mFot6Hy74JQAT6p/kRzXnrLdFSHawW7YcOHIdOZKf+uEWvwZuWbuvVJSEjAhAkTAACralZhb3Cv5vry+yDo0bOH/PwljoeO48PqDzXH5rbNRb/cfphfNR8AIDgE5PbMxalAZACRrn84eBhLa2qDj/r064OOro7U6zfLaCafxwKtDAAYM34M3IIbb1S8Qd0/bFjt89zg24CfAj9pjmmd1Rrjc8djs28ztgaUrhijx46GV/AqthWFivBR9Ue6dW2Z1RL5oYjwID1nsu17nV7UQKmdSvWmolQsVZbTqiUm5NQ+o/mV82WNU0Ji7XtfU7MGu4K7Igfp5L7t068PPPDgs5rP5G01GTWoyajB6U6n0dzRHBTrFgYPGYydgZ1yu6IxaMggtHFGhPTiUDEWVy+W9zmdTrmevwR+wbe+bxXn9hvQT24zSelJ8MGHajHyPZDtY61vreZbBSIT9i7uLvJvn+jDG5WRtjB08FB8WP2h4lmR+7t26YpN/k1o264tRp83GoC2nXkSPIp60Nphhw4dMLJLRGtu1jaGDBuCRCER71S9AwBwu92K8jf4NuBk+CRIi3p6Wrp8zH8rIm3oslGXYWHVQgQRxIWjLpT7rN2B3fjG943u9SdMmIDXKl6TNWbdLuyGglABDoYOyvs3+jZiW2CbfE6//rX96bHgMXxa8ykAoGvXrrio50Waa0jPqEePSNsn28Sll12Kd6reQQghTEiYgG2ObSgMF6JP3z5YURNJd5KamoqBAwfK1wGASy+9FAXhAqysiawT3C67HQ4GD8or5EyYMEHR/0kIDsGwn5HqSvaj5Dsub1eOgR0HopOrE16ufFne3iy7GSpCtYLdZWMuQ4IQySBwInQCS6qXyPs8Lg988KFP30h/SPYFEur++EDwAJbXLEdGswxUiBWoFCsxZPgQtHIqBbcjviP4PBAZJzNbZ2JCXu290q7Tq08vdHF3QVAM4tXKVwEAY8eM1U0nFAska6EZtgS7e++9F+vXr8fHH3+MAQMGIDExEVlZWTh+/Diqq6shiiImTpwY93QnmZmZcDqdKCpSam9OnDiBrKwsnbOs4/V64fV6NdvdbrepYGaE1fO/8X2DUpRiWNIwpT+ZA3I5NH8Jj0ubaT5BSFDkBXO5XVT/AKfTqVtHhX+JoL2u0bnrq9Zjq28rfp/ye7Rzt1PuPKt9l8wMDodDUY7esi1qk7HD5YDbFTkvIAZMfdscAnEd0gpGPF/qeU6HZr/kk6Qm0ZUIp7t2nwgRTqcTUtWlctSmENo1ZATj+rHidDnhdrgjdac8KvJ5OgL0dyA4hEhdKBYDwSXA7WB7ThKSSQaobU+kmTHRkagxO3odXmjc41TPSO0r5nQ5I7naCMuPnk+R0+k0XAVGyj2pxuF0KMx+emVL9VRfQ4QIp8uJEEIazadUvoT6W1C0Dx0PmY3+jSgUC3Fp0qUQBEFhsvW6vHIdpLLI/W5nZJsgCIZt0aydyu0H5kufOVwO+IgPlaybX/TjpwrtxEP6xskIW6/bC5fgQlAMYkXNCtyUdhOaOZtRn7H6XhT+VU4BTtEptz232635ThTvl+jHDL9vACfEE+jl7qX4Xlxul9yO23rb4qfgT0BY2Q6cghOCS9nmnG4nhADhSiAo27nb7YbXrx3vyOdrhABBfsZqgo4gXG7ley0Jlyjrd7YfkupP4hAcgFj7HGnXcDgd2BfehwxnBlq7WsMhRp6H0+GEKxxJeUL2ZfJ1Q7X9sLq/oLllhJ3hyDHE43O73XEV7Fj7eVs6Q6fTiQ8//BDz58/HqFGj4PV6kZ+fD6/Xi4svvhjz58/Hxx9/DIcjvgtbeDwe9O3bF6tWKR2QV61apTDNnkv84v8FhwKHsNNfO+M2y0lEE9iGJQ5T/FZHSpHb9TBzNjU6V4qIW1+9XnueWBvFRCtHz3FeLydWSAzhvyX/xVulb+nWR42lqFgLAQ0uuNicsg2iOFmvZRXp/esJzizO3lIHSGtLP/t+xuqq1ab5u/RWF5CuKb1nF1zUwZ+2zSjqr1qsxsslL+Nn389MQRnqoA5W1EEXNMza3YKyBZhbMlfjf6c+Xi/ASK9cILJu9C/+X1AaLpXrK0FLUEz+rfetklgNRmBJY1EWpmswzCZx5Pt3CS7FROpE6ISt+tKCJzTWJJ37Y06ZQ0ZNE9GsDjiY052IEBVWHVp70BOqrXhuUYMyBLdme4WodPswCpJStzPaOzoSOIKVVSuxuHyx4hgHHPJ7pgZPGARk0K4jjXlmATz1QVQrT0yZMgVTpkyJVV1scf/992PKlCno168fBg8ejFdffRX5+fm48847AUTMqMeOHcPbb9c6vUt+fxUVFTh58iS2b98Oj8eDCy64gHaJBkVADODTik8V2+ToHAsfnVojpA71l9CNZhT1B0qzc0loHYiczV5wIigGUS1WY17pPHRyd8KwpGG65aoHM6mcsnAZU10US6SpOmwjWJZuI+vEkoCZtTypzFggC3ZnZ8VG6F1T2i79v52rHY4FI35im2s2AwByXDno6OkIgH7vpEM4Lb2DpGlOEBKoHSlLRJ/6nQYQwDdV3yhMkXqIEG1FfKujOvWOkZDehxNOOdXHmfAZAJCfqbpeEkEEqc9BfZxRHeRoQghUwU36Wzj7n1nZlgU7BuGsPFzrK8iSroKWjscJp6IdWVnIXf2+zAZ2vShvs2cj7VesjkAIZw6hNpWHOrefWVQs7VkZre3MKrzQhCcBgsJdhoZRuhN1Jobllcs1558KKf0iFe347ASFmuDe4Lq0/k7um4hDzwnBriEwadIkFBcX47HHHkNhYSG6d++OZcuWIScn4mRcWFioyWl30UW1vgxbt27Fu+++i5ycHBw6dKguq24LWoOUtpkNtiQ0M48V4Uy93W6CYiPtitRR7fFH/O22+rZqzdAEavOT1MEZpX4gUa/jKf/NqLHzi35sr9mOTp5Ohs/N6gAHGOdVipXGTrpnvYXVFR2fgeAK1CbI7ejuiOJQscLsL/l9AfqCnYRCsBOVgp1X8NLdByjmXaN0JyzbSexq7AIiPapZXbaE/D4EJ9OqCNtqtmm20TCru1pII7VBtO/CAYfcn9Spxg5h+4Ld2f3SYE/Tupi+K8o6v2oNHWuCYtZvmOzLyG+DFE416U4oE0mzFVZY+30gsqIHudKJemUPktJwKVaWraSWLV/DQKMvCIIsSO3w7WDKZ0pagAw1dgbvg/aMaCmozgnB7tChQ3j33XfltWLT09PRu3dv3HDDDXW6Vuy0adMwbdo06r558+ZpttnNr9ZQkRqp3sdIFexUs1L1guNmqK9FFZ7OHhIUgxAgUAfcQ4FD+Nn3M3p4e2jqayZgSJoMszqyCna0a6j/NrrOhuoN2OHbgY01G3FNyjX0ckWt1obFlGs4YMaoPSs0dmdp5miGoBhEhVjBNBBJC9tLCaCznFm6CUP1yiE7b5rGTtLMeh1eeodLG6jI5MaUdyDvYzTF2hGmjcyjZN3UdaHliKPVszCkH0FKwtpepONIjR1NuNczA2oLZLoscbi5KVZPsNOb/Kk1dvJAT3FnsaJdla7JqrELikF8VlEbfMMi8OcH8vFJxSfyNoXGDg5ZoFIIGoKgrSeUiZ3ViZ/JetLqoea98veox9L6Zr1ExXrXVl9PaofLKpchUUg0LYssT68d065VI9ZgZeVKnO85HznuHMPjG6JgZ9sJ7l//+hfOP/98PPLII1iyZAlWrVqFJUuW4B//+AfOP/98/Otf/4plPZssesINifSB632MtNmJWshSLzMjwTpzI7Uw5DF+0Y/XSl7DkvIlmv0S31QpI8+kTlnPQV26tplztfQ8WAZUvXOB2gHMaO1QALorgKiPtSPY1YmPnWqwA4BsV3atMzBxGSPBqDxcjkqxEg440MrVinqMWTkSfsLTXy3Y6Zliac+KVVA3M7sDWk0NK0arQdDqJr0PqZ2bCXaaetoUXqmmWIpGjtyvl5iapT56x5gdH0IIJaES6vG6GjuVNknqB8m+j7aiAA2awKRw5xC1ZkupzF/9vyq3Mwh2q6tWK7ZJVhLp/dDM5TRTLADTBMVmfR0LtPGEJfGvUTsnnydtzFGfT/52CI7a921inSoOFeNX/6+yIE27b9YJQH1gS7B76623MGPGDGRmZuLpp5/Gpk2b5LVin376abRo0QIPPfQQVVvGsYZZ1CBAaOx0OiI/JQxOo7EDXWMnz0pEEdtrtuN4MJInS31slahdm1KEiKOBo/DDr5t5nIbaFEtSEa6QAy7MhF61IGCGno+dmamb9DWinU9C87NiWZLMcKmmWAl2lOAJp0A38RiZ/aWo0AxnBtyCW3dw06s7uc3Ix84reKnCv9ls3Ej4YDbFMgiAalgEO1o9qclio9DSmgp2onLAEgS64HYmdCZSP6KNRLv0nZW27Bf9iojKMMKoDEdyBOoll5bqKQkYtDVu9RKZq1ELKWofO6N2aNWKQBMSpetL3yvNf1CAucbOiin2u+rvmOtO+5ZY1uM1Eu7taMTICYj8vi3cM1mG4niRorGLYZq1aLAl2D377LPIysrCtm3b8Je//AUDBgyQ14p94IEHsG3bNrRs2bJO1oo913ExWMsl3zLdaFFKBB1NsDNa3zM/mI9vq7/Fe+XvUTUWtI9dhKgQ+OQBg3EmTBvQPq/4XI6EM3NytqqxkzqNomCRwjldejYflX9EPY9F40ZuZ9IKMWjsWH2BzFAP2qSw5ISTauLRu2ZQDOJEMBJVKDnvWzXF6mkGRYioCdfI7VlPY0dNTUDRhNFgGdTjaool6wmtBpWsg11YNXbkBIv81qTvV1og/nzP+bELnqAI/Xrf+cnQSU2Zr5e+rrgHNWofO9pSaZLwYVZfdVtRm2Kj8Vmm7Vc/B6meUvuQ9qtNtFQfOzONnc7z2+7bjo3VGw3rarReNIvGjsUUa4SizxBFpUsBETxxJnQGO307NRMZap0YfOwaihkWsCnY7d27F9dddx1atdKaWQAgKysL1157Lfbu1U/EydHnSOAIllUsw+bqzUwaO1rYNYl6QCFNJxLqWZwELQDheOg483qnkhM9UNvRGWlFSkOlcodJ08ZIqQgAhhxoKmd7Vkg/FiDSQR0IHND1YbIaFWsHESL2+5WOwiwpJliQJg/kMl3yNQS6/5TeNc+Ez2BjTaTjl96P3tqNleFK2RePRK/s9dXr8UrpKzgQOABAP3iCKmiTPnYG74BFG6Gn3TbDL/pNvxu1LyDAFgxiBdaJFc3USm6vCEfSVHTydKIK/2aYCazS33qaecl6QCYhByLtmDUqlla2bIo1E+xUwVpqUyxNGFhXvQ7V4WrDyY4eam2QrLETlBo7UuDUWyuWFP7ItCks9ZGeuxlSO0lzpGFIQiT9GJPGzix4wux8ldabDPIhgyfeLnsbX1d9LacO07vntVVr5bW+adcxm4DUB7Zq0rJlS9NEeR6PBy1btrRVqaZOlViFvYG9yA/mMzUWs45IPVipw/sB6AZP0Mo8EjzC3IGTfhBSR6Q3a9vr34t5ZfNwPBTpOMzu3UybKd2POoGtHtIzoeXDsxqVqjszpzxn9QyT/L9EWAzji8ovFNtkR2AGDeC3Vd/i04pPqYO65ENH05TqOcazCPayiUgnl9cbpW/gh5ofNOeZtS0p5UeiI9GWj52Rxo5Vu2tXY2fJxy5KjZ1eu2A2xRLBEeQkS7o22V7s5LFjFez0fG2lwIl0R7piu1/06977keARHAwc1GjsSJgFO5XGjmaaVZdRI9bgy8ovNWWZCvw0jZ3aFCsozcyRjXRfQPIYauoPG64GakjhWfITNfr2yPrR/gYYNXbEs3yz9E15Yi8I9OCJI4EjmvNItvm24auqr3Trec742F1//fX48MMPUVWl9asCIvnhPvzwQ0yePDmqyjVVmjmaAYDCMdgIqYNh1dg5BSd1sDX6mMmPPygG2cwqEOVZPVkGzecPiEQ6qetphN5+tSDCqrGTzlPn/wojbNihGDnW0rYbzY7Vs0Cj8lhmr2ExjJ99P2O7bzsOBQ6hIFSgOUa6X1ljpxrEWTR2tOcjDdxq4as6XI1ToVO2zVLS9Tq6O9JNsSYmMCMhnUWwi0ZjZwZZruRyQNXYMQy86jr+6vsV+/37Teuu9iklownJ7eTAbccUSxPYaJMHPY0d6WtJEhADhu/4s4rPDIVmVlOsWpD7LfCbJnG83sTYKuR3qK6n1D5oplg9txkzU2w0JnXZj5GonzR5NHovLP2MVXNnlVglpwFygB48If1tVUCTBUHRXt3iiS3B7vHHH0ePHj0wcOBALF68GMeOHUMgEMCxY8fw3nvvYfDgwejVqxcee+yxWNe3SdDM2QxApFGyCCVyR6Qz41Crv0ktjISeVkqenavSMNgS7M52JjSNXVlIm0HebHam1+EnC8ny9QHrpthEhzKM/mjwqMYMSmKlQ6D5Z9Ec5lkEO6PQfYmffT8roo5pz17d6aqfO80xXn1NaW1HRf1UJiKJrb6tWFi2ULfOLM+zjasNUhwp9OAJE8doqe40jS9r8ISd4AUrwROFwUJZm0lr5yyCJXnM8eBxrKxaiS8qvzAVCqX2LvsOCUpTrBwlLmnsyAAbAz9aFo0dDb0JnPSu1G3PD7+pZkgdPEHCHDxhYlaUUv/QYDHFqt8Ta/AEWX/SFClRI9YoV56gpP8xTfEkijgWPEa1hkjfhzSRccBhmsEA0FoOpLJIWIQndd0lk7le8IT0t9XJWkP2sbOVxy4pKQlA5OXecMMNmv2iKGLXrl3ycRKCICAYNLexN3W8ghdJQhKqxCpZg3B1ytVYV71Ok1Ub0PrEqFF3VDRTrFm6E3LAY815R37cZBk0zcVbZW9ptpkJdnommiRHEipCFQiLYdSEa3SXHdJw9pEkCAkog/Kc3wK/6Z4WrcaOVhaLzwt1NQBRRH4wH62crZDoSMTh4GHTekkaOz0TJstMmra+rJ7GzgwWwc6obFZTrLQ+qFWs5nyU8Ik+03UkpUFml2+XvM2ujx15zF5/rb+zmfAqCZTjk8cD0AZPqDV2ehNFM2grnFjxsZNQa+z8op9ZKykJHB1cHZAfjCSyt2uKpV2DddJn1ofQNHbS9dXfAtmmaZOQGrHGdOUJs3rvC+zDssplSHOkUc/9oPwD2SfZCafuKigkHnjgh99wAmlHsJMgXQpiorFT9dWNXrAbPnx4gwnrPVfJcGagKlhr6k4QEvR9ymSNsI7GTjV4kTPs2iKMfezUqntWjZ1CsDPQ2NEwNcVSOnwHHPIMPoAAXi19lfmDlZ4Ja+JLCTNnffV2oyXFdDV2tMWuKYLdbv9urKxaiWQhGbc1u00zo6YJ72r/F7WgyCLY0dqmnsbODCZH8rNlsgp2ZJsz0tix1s+OX42VPHYewSNvs6uxI/nZ97OiHixIqUMECIr+Xj2RpKXE0U0NJIpyWczBEyb9gFqw0/MlJVEHT4xPHo/PKj5DYaiQeYlGs37MKBE2mVgZYBPs1BNZdUJxtQlUKkPj5xdWauxo+eDMtLr7/PsAgDppFkURheHaoCin4GTS2LkEFyCqnoXqsehN5kl0U90ItRo7hWBrkuBfD41g14BkIls925o1a2JcDY4ayZwoobdyA8CgsVNFb7ngogZPGM3k1ZnZWaNiyWtLnQnrwGJqiqU8j0QhUT6vPFxu6WOVnglLJDKJleAJUx87UQRNDqKaYs9qPMjz9wUiHW6lGBmU9dbPJVHn8tJoCigRj+qOn/bM1CaiWGIkNNIGJYWzuDSoU7SMLNj1sbOSw0sh2FGeLYsTOgnp18pqapSQ3qO0hq+kBSJN9+o2oteXkJon2vdNS3diprFLcKhMsQz9y+FARJMtPdsERwJ6J/RGYWUhqsQqLChbgOJQsWEZ6n6Vtl+vH9BLrnsmdAanQ6dxnuc8RTum+tipTLHSN6HQ2FG0yzVijaFQypKA20jzrHZ9ccJpqqkmI1aNgidY+hK9tkdqnu2sNKKmIZtiG058LkcB2bEDytmGGpofHAmLxi6MsKFvEovGLsORoTmXHERkjR3DAAeYd+i0/YmORHp0mAWsDpos/kTk9lj52LEkhVULdtRVSFSzWPXgarQAvLoM2rZ4dHhGwgHtWQUQkO9LNsNFo7Gz4WPHMmDSNHY0WHwB9bCaHFetHVX7bdGCJ1jS/bCmqrFqimVhb2CvpmxJ+DgROmEq1AHmz/GD8g+Y3WOk+3677G18UfkFjgSOaNxfNKZY0E2xah879TP90fejoXsKy8TFSAOn7t+dgrkp1iN4qKubqOvOEhVrlMNQEuTJfjHa4IlzXrDbuHEjHn74YTzxxBMoKNBG33HYUc9CBQi6H5OeX5aEuhMhZ9hkGUa+FupOhnYtdf2CYlDp22TgYwcA/RL6KetponY309hZXUpMbU7q4elhdLiMkRlFLTzQnJlp64Pa9bFToxHsKO9Y7Xei57xME0AlaO9C3haH/k4WNijmDz2hR31/tAkOC3ZNsSwuDFJbIDUcNA2b1ckHiZmmSb6GKiWI3N5UWiDFyhMmGrvVVavlNmmm6Zb+NusHaIE7rJDt1qqgz5LPTTJnq1H3gepncSJ0QtN36qY7UWmvFX21jpAmaQyznFmafWbtW4RoqoEjccJpagUhV6iJNnhCD1IrqBDsbJpiz7l0Jw888AASEhJw+vRpeduSJUswfPhwzJ49G//3f/+HPn364NixYwalcIxQz0LJiB41VgU7PR87vU4I0NfYeQUvBiQMwBXJV2g6HnXnZeZjpxHsbETFJgq1uc2saiYkZKGMwS8EMP6w1WXQ/G7UPjGAVuNB04CwCHbq2bORKZY2c23maMYUFUv1sYunKdagbD3NtfQdGDn9s2DXFMui6aN9y7TvRS04qXO5xQI5UbgqT5o60Io0cakjZtXs8u/CpupNusfQBDuzd2RHYydB9iGs37sEuTqNVTQaO1W7cMChaMchMaR5DurIXukdkP0e6TZD0wLrBT+YauwsCMFOwWnal5PuQUb9DIuPnR6kxq46XGsKLwmXUH2fzVBrpxu9xm716tW4+OKL0bx5c3nbI488gvT0dLz99tt4+umnUVxcjGeeeSZmFW1qqGehhj52JuHaGtW4TlSsniMsQPGxk2bTcGBw4mB09HTUfLxqzYCRxo6cTZHbjKAJdh7BE73GToxesNPT2InQ5gskn4du0AVNY0cxXZhhFIShbkfNHc3R3dudKkDWt4+dUfCE7gRHtfSebY0dg0mVhpVIVvL50jRsmuAVi0IJC2qNkPQ+P634VLECDC2JtZHz/enQacWxJBp/U8RXsCOfm9W2oOcnR6KnuaRp7EgBXvJnJMvRrDwBeroTsl5kW6U9J7VlCIgIrAVBY4ubVY0di780LX2TZuWJaDR2gkOut+IZQcR3Nd9FrbFr9IJdfn4+OnfuLP/eu3cv9uzZg3vvvRc33ngjHnjgAUyYMAHLli0zKIVjhC2NnY5QwKKx84t+w45KvWg0reNWdzzqzkteeYLiY+c8+5+6nkbomf+kelgV7NRmJNZZKXWAOvsuNBo7iimWrKcVUyzNdGGGeqBxV7g1STulug9JHKJ4xoamWJqPnc6SYrHAKHhCbzCV2h/p9G9nGaCoNHZmpljK+2cJdrDrL2iEng9XabgUH1d8LO8j89yZBXKR5bBSVxo71rx6VtATcE+HTyt+i1BmEBAEQRNEoGeKlb8zSr9H9je57lxNPWgZANRLKqqhBXIY4RAcppo2WgCO+m8gur5EgAAPIlpLcg1zAIYJ0/VQrzHb6AW7iooKpKSkyL/Xr18PQRAwfvx4edsFF1yAo0e166tx2KAKdjqCjpkpVj3Q0TR2tATBZJmk6YUcoBTripqZYs/WgzZQuQSXJkDEjsaOvDfy+tIHbYSsbYiBKVbapi6DNrhLi9qT59n1saNpPEik9+iGG9clXofWP7eujRQTtSsOAGDqcKlCdj0FT+ghr9AircFK+Q5YsBs8AQBFoSLjsimmTCbBLp4au7PPWC+9EKBtIyyCHauPndE7csFlSziXINttNGY+PViDXNQWk5AYYjbFklHLtHKl5+iEE4MTBiv22/FPpK0tawSTxg70ZensRMXqQSZKVo9NRqlp9FD31Q0p3YmtltymTRvs2bNH/r18+XKkpKSgb9++8raysjJ4vfZnUk0dOxo7Vi0CTWNXEi4xLFvPFEuWoy5TrTH7uuprHAwcVKxGIdfp7L2RA5RdjZ3aFHu+53xkubROwmrUZjBmwY4yyH9b/W2kDHXwhBjWdPZ2NXaKpb9oQhxtDUhJaBMEZDoz4QxoO1TpGLUJzif6sLF6I06HTmtNsbRB32YeOxaMTLFqJKFerbGjLa3HwpnwGUtRqVYED9r77+juaHqeWRStEXrPUE6Ae/Y7MwqQsWKKlX31TFYIYRHs7L5D+XwLE0k7sK65+qv/VywuXyz/Vi+LRg2eAD14goR0/RAgaIRXO4JdEEHmsQZgN8XGO3hCgKBrQmbNzao+J1Z1izW2pnkjR47EokWL8J///AcJCQn45JNPcOWVV8LprP1I9u3bh/bt28esok0NjY+dwK6xU/tnqKFpKvQCJ2gaO4VgR3Sq6g+D5kv3WcVn9DpJg4eFjlZvfVK1xs4NN1OnrdaWsGRLB6wFT9C0PQrBTmcgoEVBkvdEM4/QTNGy0Eacq+5Q1QOq9P911esAAFtrtmqcrgUIcMGlMLPXSfAEw6DuETzwi/5aHzux9hnQ2oUbbsPI0T3+Pbr7aLjg0l0fWQ1NMBqUOAg/+n40PM9qUm0SBxxUQVWtEWIJkGGZZBquu0zJY2fUfKI1nyo0dnEQ7OympVELT7TvX29JMRJSEyVA0NwjzcfOtG5i0JLG2i24mUyxEtQ2cJZoJjCkj52akBiy7F6h0dg1IMHOVkt++OGHkZiYiHvvvRe333473G43Hn30UXn/yZMnsWbNGgwdOjRmFW1qWNHYqQfkFs4WuDLlSnRwdaAe74RT01mamXsU/h4iXWOn/jCsRKWqI7sAc98Z2odEzvykTpWlYwG0/kFxiYqFVmNHChFW8tjRlnkioQl20gBBPju10zIp+NAIQdsJ0lwFZFNslCYKmhndisZO6szlqFhSY0c5P9ZmTaas+2eFJvX77+7pzuSoHo1gp/cM1c75Rho71qhY8npmGhJWjR2JVX87xQQnDqY0u4JdQAxQ0yCRSO/HyOWBdP2gCnZ1oLFzCebmcj2NnXqiq1ffJCEJlyVdZngNAYLuZF1v+bdUR6pueWofu4aELcGuU6dO2LVrF55//nm88MIL2LlzJ7p37y7vP3z4MKZNm4ZbbrklZhVtaqg7LEMfO0qixDx3nq75kRZ+rqdRECHiZPCkIjxc3VlIGEV7miH7PhD1MOukacKaE07NdrfAprGzbYo1EuxoUbEGnaKejx1tgCDbAzVXVVgbDEMGDkjI0bWqQdnMd4dEEATNvRoFT4xKHMWsIUl0aIUWaRBmMsUKdFOsXrqTaJzxadDa0YWeC6nHqCOTWe+T9oxY0Zv0aEyxRj52VkyxNnzsJiRPQDtXO83x6jolCAmGg7Fe/WllsWIUuMJqilWjyQFK0ShpopYp75EMnlAHMbCsCMFSNzNY+l9yHdcwwtjt342KcIWmjei1cxEi0zXUGj/pt54p9pKkS3Bp0qW61wQaZroT21PTNm3a4O6776bu69evH/r160fdx2FD3UitRMUaOTtL2zVZzHU0docDh7G+er1iG5kbKVYau86ezob1oEE1xVKEVmbB7mwnHIuoWPLaimvAeDk2PY2d0YoRQKTuhaFCHAwclLfRopxpGjtdU6yBUEHLu6VeosvIRJTqSEV3b3fs8O3Q7FPTwtkCpeFSzfXI/0vXob0LWWN3VjMqtTEyKSpJkiNJ1+fUDrR2lOfOwy/+XzTH0NwqAP17M7oGK3rfhjqPnWGAjKBsQ4amWIM0PdJ5leFKnAydjJQNAZ09ndHc2RwLyhZQry9B00oZEQtTrEtw6ebmtK2xQ0Ap2FE0SrLm2abGziW4mN1N1Ne1oqVyw9xiQr7HNVVrEEYYee48tHK2UhxnpGE007jSkvx7BS/8oj8SEELpl2nZGiTCCKM8XI7CUKFcfkMh9qFUnJhAE+xYV56QIwZ1PiZaB60nUB0JHtFsU8wCDcyBrJ1aspCMPt4+APQjomgDm5mPnVwPMcRkilX7B7HOZo0EWCecuDrlahwJHsGWmi2ma/LK2ldVJ0NNLEy8xxBCeL/8fcV+mmCndrgGtNG1tHerRn0Pko8didEz9wpe5oE005mJA4EDmuuR/wciz5qWSkealUttnBTspPV2SaIxa9KQzExk+1U/G0koVgtGrH6KLO1bTzjUew+yqc9AY6enlTUzxa6qXEVtn+XhcrxT+o4iHYhRBLT6vgUIlgbYWARPGGn67Grs1KbY0Nn/aJj52On5lDrhtO12YGUCLl3DCafuPTgFp0ZbfTBwEC2dLRXHGX2bZu9PgGBZY+cUtBYgCREi3ix9U1F+Q8G2YHfy5Em89dZb+OGHH1BSUoJQSPvCBEHA119/HVUFmyrq2YeVqFjpXL3jaSYoK9o1MumlkSmWlc6eznQzgmgs2FF97CiCXbVYHTNTbAtHCxSHletI0qJ85ToKAjq4O8AJJ7Zgi0IoNqqDGprGTpqB65VJNcWyaOxE8wkCLWpX18eOZu50sAt2hk77xHfiFJxUzYnaFCu1dQ88uhq7WCINqOSgpr532RSraoOsvoQsZkSP4KH6XUajsVMLFWGEcShwCF9X6vf7QTGIfYF91H3VYrVG4DN6BjSNndUca7S/zSD7I5fg0kwOJGwHT4hBzbl6fbTaz5FEo7Ej7tEluGyZYgFrOUKlaxi9l1bOVpqkyM0czTT9jFGwB8vkR92XSP67FeEKbA1v1Z4DbeJ8CfV415DSndgS7Hbs2IFLLrkEZ86cMTQrNaQbbeyoc7yR6EUzGgmCmlUiLMzA9KJi7XZieh+kUdg7oONjR5lh9fL2wpaaLab10ARPUD4P2uBmJNjJJkPC/CR1CB54NL6NtHcpgq7lk4T9MMJUk6aRxo4WPKHnY0d7P+r2EkZYq7EzOD9BSDDtiNMcaeif0B81Yo1mH81MrNfeJXOTVGdZsBPogp2eVsAsWlYPJsFOMsWq/GWldqMntOqVR0NPsBMEgSqYqJesYtHYiaKITys+NayH0QL0Rui5XpDQUnqwlsmi8ZHeixtu+ds11NhZ8EUjCYgBzblkvksSQ42dqq9WJ2RmNeH39vZGhjMDq6tWR+piRbA7+/3RtOPXp16P/GA+enp7anI8ChA0wlO0GjtBEBTfsTTp09UkGqRqKRfLNeU3FGzpnv/yl7/g9OnTePjhh3Hw4EEEAgGEw2HNP5oWj2MPo+AJgK5F012CDGFNI7QyYOnlsdPzu2jtbG1Ynl3BjoZaY3eh50JkODOYBj718mk0jR2tE68UK3UXZVdrG0jtmtehddJfVrEMO3w7ND5WumaYs4MYTXCtCldptpHrpKrLsOJjp66PKFI0dgbBEwlCgukAfEv6Leju7U49n2qK1Wnv0ntUJ8gml58jSRLoGju7CWxp0bemGjsoNXZmGjmznI+AfqoIXY3d2T5Bum/a96D2dWRJ61ISKjE9hkR+1xRFgVFABwt2E6KTz9vo2ev1CxLnuc+jbg8iqBFq1JYCCTmPHeX5qN1mFKZYAzOjGiec6OntKX8bVgQ70hSrJsuVhf4J/eEQtFakM+Ez2OpTatEMfezMNHZn753UUpoFSjkFp+77VWtQG71gt3HjRlx11VV47LHHkJOTo8hfx4kdanOZUedO5kczimYEzqqQo2iDJ0MncSJ4QlNHPVNsv4R+GJgwULc82gfhgcfUtKvnE6HQRhlEjKkJI6y4Ju156/mkVIr0PIBq/yCztRsDCGB11WqN4GxkitXDUGMnKNsWYN+/SzrHisaOJQWCun60bSwaO6ljlu5Lzm+oEzyR4KBrE+123LRIbQjK8tTBEyyRySRMGjud1VdYy9Zb6QWw9mxYc/pJGE0wND52Av2bSBaSqWWT55NLo9Egv31SOHALbvTw9lDWQ/VN6aEn+J0MnWSebNNSRUkYmWKtRAFL50n3LQl2eim1SFhMsSz7AX1BjGXiTxPszEzRRqZYNY1esPN4PDjvPPpMgxM71IKdkaMrLQWJFY2dBOtgu7Fmo6aOelqlBCEB2a5spnL7J/QHAFycdLFpp6gXxURLYUBuO899Hm5KuwktnC0U56p91fTSqdA4HTotR/GR0DR2UmdulGxTOkZ653ozZKNOxygqVh1NKtUN0EZXswp26vZG84Oj7beDOuAD0H8Wco64s0K7JFh4BI+uFoj2bmw711M0drQIRUC7Xq+Rf5uibgwTF71BjFVTZbjyRBzdboyCJ4zMwyyozzd6FuSx5CTGAQcuSboEY5PHavab9WGtXK109/1Q/YPhueT1AQPLh17whIXnJJ0nfRc14Yh7RDtXO1ySdInhuVLbjsXkxCE4MDxxOHWfmSuQ1EbJ78As4bEVrWajF+wuueQSbNli7rPEiR0sgp3afKOrsYN2QWkJq7mcyHL0Zk1eh9fwAyIHhcEJg3Fb+m3o6u1qyz9FPYjSnoUTTjRzNtP4LGkEO8ozSnGkaLYB0PUrUgcgkO/JKNWAJJRJAwRNSCPLpSF1viRWfOxYHfeByOChJ7yrz89z50W2MwoDrNozvYFKbWomfez0/LZiKdipB1RA6+QvDTaS4C3VkcUU28zRjKluev2HaSoKC3nsYgWZ5qKugicA43dMPj/yb+l65PfMIjRdnXK1ZgUXkgpR33eXxMjlAagVeNSTCXkZRwY/O7VgJ000BQhId6QbnqvwsTOA9b31SeiDFEHbD5uZvWWNHSwIdgbpTtQ0esHu//2//4dffvkFc+bMiXV9OARWTLG0gAbWaB6SaLLu65WbICRoOjrSV0Jxn4KAZEfEbGKqsaOZYlVmLysBAICyc6B18u1c7TAgYYBhvUjU6ziS78nIv0Na4k0v0tSojhI0Uw7Vxw50Hzsj3x01IkT08PbAyMSRmn3ks08SknBF8hWmddc7X97G6G9Fbpfuj/Sx0xMWaO/GrlaKNsirB1lZsEMI31V/h98CvwFQBk/Q8MCDq1OuZhp89AZwVt8klrViYwVNu8gcPEE5Tq9+mu/JQPhQaOwogp1inWuG96G2GEjo+d3pYWaulyPhBbpgl+POMb2G1Pbl1EGE/6XZu5fepanGzkrQi+pYvQAzElkAt6KxMwie0Cu/IWBrFH/88cdx4YUX4u9//ztefvll9OrVC+npWqldEAS88cYbUVeyqWLXFGtmvjnPcx5zR2cG+YEZmWLJD+jKlCtxKnQK31V/B8DchGAFPR87RSLSs9toUYa0tU5JHIIDgxMH4/ua75nqQ/OxI5c600OaravfuToXlNH7ogmu0j3TtJp6/l2spliH4EAvby98W/2tYp9aMyUNEtF0mFRTrJ7G7uyxam2Yno9drE2xDjiokxAyGlXyfwuJIfxQU2uCM9PYjUoahTRnGpN2R1djxzjg1qXGjnz+VoInzILM1NA0qXroCW6yYEcMp+pk3dTy4KJer4WzBfYH9uue18bZRk6KS9ZFb+JBrrSi8LE7+5zGJY9DVbgKb5W9pXtNmrYLMPfzJetnNrZYaUMsAV3SdyxZO2g+dmaCnUNwxHyJwbrAVo3nzZsn/33gwAEcOHCAehwX7GIHbckmkkVlizSDtvpDGp00GhnODLR2ttY1m7J0SIp6ER+YXpnSh3FT2k1wCA6kOdJQHKJHeJG0dLUEDIKvdDV2FG0UTZChabTIhbVpHaXVwZ3mYyeZPI06FUljZ2YmMZrl0jSesllG0Aq/Ut3Uvpqsgp26XFrkNM0EbAbtPbCY5eTrEPdHLoekq7ETnNToO9s+dpR6mfnYqa+p955Zo2bJa6hhXaDdyOc05ho7QoAwci2h1YlF0CDXC2ZFnSpEXQeFqZZhaNVbqzjFkUJNhUSeRyIHiBH3LaA2NQuZu5JqihVcSHPqm4SlcwFtn6XXTyrOFfQFc9o1WKC6yajMs6OSRmGXbxeqQ9WK60ejsRufPB4tnC00K6CQ5TcEbAl2Bw8eND+IEzXqhm40cyCXXFL7dUkkOZLQxtUm8kNHeLOqsSPrOCxxGNZWr1Xsn5A8Qf67mbMZ9Ty9D/p89/kIJgXR2tUaC8sWavYzRcVSzBRqDRUJKdgBkRx4P/l+0pTHCs3HThpUjDoVKXeb+p2r62z1fRkFT5BCHXkMq4+dGskfUe9dR+NjR9PYmQUEhRFWaDHdcEdSzqgUzU44qb6UtqNidUyxZHlyPi2Vn5CZ4GZlzVw9YUPdph1wKCYFRm3MKDluNFA1dpR7NAtKoeESXNTvADB2/yDrRL5TqimWQWCkJVOX6pTmTMOp0Cnqeeo2QvtOyVVYFBo7UrDTqSNthQi1j50Ey/NWl8GyP0lIQpWoTddkVFaeOw+d3J3k5NcCBKpbDjlpMIuKVWuAjUyzjd4Um5NjbpPnRI9GsGN8XXqDAcugalXtTJbZ29sbHd0dsbxyuZxsUloD1ug8vQ9CEAR093a3VB91Z0lLd2LUwaiX3BqVNAoXei7Eu+XvRsq3MMMH6Bo7K0uWqd+5euCxmlvNKHgijDAOBw/X1t2C0EAKWFelXIWqcBUynBma42xp7AwGdDIyWq9Nyz52Ylg2w7rggkNwUJ2wnQJdsLObx07PFKvnY0e7pq5gZ0GrymKK/X3K75EfzFe4Ghi1eclxnkVIz3PnKdYytlpXlvaiHsypZcMF31lTgOa5Glgrst3ZECCgubM5ysO1yWlp/S3LhEsQBF2rgJH/rdrsThOuHXDIWjtSY6cWUmi4BbdWeFSlOyG3swo0Zs+E7NuSHcmoChkIdhQfO0EQMDhxsCzYqQVZminW1DwsCHCISmG4MQh2sZ1mcWKLqp2wChVy8ITqeCbzQBQaO0EQkO5M183pxlKGFawET7AKEeps+wAUZgqzyCs1an8ycuUJlogrM40di0mChLYOLCnYfVbxmWY7+X70EoSSnXKOOwfdvN3k34qceUKMBDtG8yxQOwiEEJJXPZACdGjLhznhRKqQyly+GboaO+IeJC2CZpki0L9l9X4WodNMOJTKoWnw9MhyZWnK0IM16MgBZe4wI1Me6zshzyW/KZqAYFSviakTMTxpuNJnl2KqZu6raRo7wWGozVevdEO7PvkeZY2d6t3qCfpGS/hZ0dg54FDk91O/v57enorfpM+zXvYB8ro01O2GrJtUd1KwY1Fk0AJ0rNSpPojKK7CmpgY//PADCgoK4PPRnaH++Mc/RnOJJo26obAKXVJjVs/6zPwJABsaO0pne3HSxfis4jPLSYmNGJ88Hl9WfqnYRks6ymKKpQ2C0uxW1tgRx5PP0UrGdbIcsk5k+gHSLERD/c7JgUeESH2Omc5MVASNnelpGlO1NpDmtJ4gJFCX+DJb9F2CJlCaEUtT7OlQZHF5KSKRNoDoaezsQlsGSZ0MV1djhzrQ2JFJeiFoyjJ6T9Ii7SzXt5I2ghZ1yoJDoGtH9ephxRSr145pGjtmgVOnbZN9dTtXOxwLHpN/D0gYgM01m+XftFyd5Hs0S3ci0cHVAfnBfPRK6IUN1Ruo9bTiY/en9D8pVtchr93L20sTQU+2fb2E0rSyAMiaVvWknhTKaIIdS5tUv1czf9eGgG3B7j//+Q8eeeQRlJaWUveLYkQ1ygU7+2j8Ryz6JKkFO9oSVmqiyWMnkefOw53N7jQ0J1j1teri6YLO7s74xf8LzoTOIIQQuni6YEXVCsVxmuAJQStY6fnlhBCq9bFTfbx9vH1wOHAY53mspSKgaVQkQc4pOBVmIRpmGjvaIJbmTAO0Ab8KaFpNdcJnmlCqJxwYrhmt8+xjkceO5hOohjTFSkE7zZ3NAehMDuCUNXokrMvaSaQ70pHpzERPb0/qkm9UwU7Hf8psMNEbVFxwyZMVFlOsejAE6NqnNEca2rjaMK8qAFgzZdN82Fgxaovqeqjvzegdq33Y5O1n23GSkIQ8dx5EiJro0VbOVjgROmFeeZwV7IhVQnp4eyBJSMLewF4AQAd3B4gQZXM5LXiCNEMqgicM7n1iykTUiDXUwDapLHUbkky+NIxSNbVwttB8/2TbN5tY6bUltRBG1k0aj6xq7FgjpxuSYGfLFPvRRx/hnnvuQXZ2NubMmQNRFDFx4kQ8+eSTGDduHERRxO9+9zu8+eabsa5vk8JuQ5HOU3cuZuviJQqJ1IYuldcvoR9zHc2uxeJjpznnrM/d8KThGJU0iq55U2lCZI2HwUDhhlu+b8kHS/0xD08ajhvTb2TSeirqQxl4ST83s47FTqi9UdJTdb2A2oFJV2Ono6kgYdV0xNrHzmwbUDsIhBGW19ts4Yho7GiZ/x2CA6kOrSnWTGBQ09vbG/+T8j9wCS6NwKDWnugtRk7LSUkKo2aCXaKjVlvIEjxhZIolr3Fz2s0YlzxOUw8jrEwaybpa6QcFCKb5L/UENMDCmtQUU6wgCLgy5UpMTJkY1WoFalOsG25FzjsHHIqkwDThnxTiyIAwI42dQ3AgyZFE/S71cqPqLeFG1ktdhlQ/NQqNHWViZVS23nZSWJQ1drCmsWNNYm114hdPbAl2zz33HFq1aoWNGzfif//3fwEAvXv3xt///ncsXboUCxYswCeffFJnQRZz585FXl4eEhIS0LdvX6xbt87w+G+//RZ9+/ZFQkICOnbsiJdffrlO6llX0ExogP5akRLtXO3Q3tVes31M0hhMTp2MPt4+uteKhljPdGh+XEYmQI/gkT96OTGwRc2lbl0kjR1xTVljB6ep36PZfqrGzqJgRzNrAoRvk8FA2NbVFgBwofdCpmvZEexozYNqijVZuux06DQKggUAan3DUhwpmJQ6CWOSxsjHO+GES3DhhtQbFO4EVjtuI6FcrU0wNcUSggSpcTDLCUj6RLKYYtWDv/ra6uvKv+OosbOKFcFOfa+GGjsd/1AjVwEzWEyxbsGtmZjSzIlqAV3qO6S0TmohTO+dGeVwtKKxU79vIxM4oBTCkgSt7yuJ+prSeyOfE+laQ15f8exstDO9+7WzUlK8sCXY7dixA1deeSWSkmoffihU+1JuuOEGXHrppXjssceir6EJixcvxvTp0/Hwww9j27ZtGD58OMaPH4/8/Hzq8QcPHsSECRMwfPhwbNu2DQ899BDuvfdefPjhh3Gvq1Vsa+x0Bjgz01dbV1v08PbAZUmXoYu7i7zdJbjQytVK1zct2jrGWrAzi4SSrjcmaQwShURcnnK5rGGUHJOtaub0oAl2ZOStWcditp82ENG0TWpoHbxex6R2rie5KuUqTEqdhO4e/ehlXVMsq6aWpp2zEjxx9l6l557jylFE7LZ2tUamM1P+LQ0ALV0tFUtbWcVMsCPRW16O5r9Fa8t63zapOWfS2MGhq7k1mjDoXb+TuxNaOFtgbNLYetXY6fp5WhA2FRMcE1Mxzd1Dopunm5wGilWwU78jsg3o5bGT6kgmrldo9XTeWaYzE729vdHG2UZxTYCeaYFViDXzr9XT2NHcJVg0diJERUCGdL9G+QY9Fcb9fqYzU/e5NSTBzpaPXSAQQMuWLeXfiYmJKCkpURzTs2dPvPrqq1FVjoV///vfmDp1Km677TYAEW3iihUr8N///hezZ8/WHP/yyy+jQ4cOeO655wAA3bp1w5YtWzBnzhz87ne/o17D5/MpgkPKyiKRdYFAAIGANsmtGdI5ZueSH72l64Tpx5uVkSQmIRQMoYujC0pQIm8XQyICgQDdyV+0WDepiqGw4m87Zai5JfkWBAIBRdlS3R2h2g8+HI5cr5OjE85LOg+CKMAjRj7o0lDEZ9QNd0zqJF2LNOMFw5HOJhwKwykqO8pe7l74KfCT/FsI6w9q4XAY4bC2M0kMaZ311YiiKN9fOBgpQ/1+5f3ENQRRVZ8g0AItEAzqO/WJYUL4JNqLGDLWgKnrRxIOhhEQAgiFiTrr9KtkewCAZkIzzbtNE9PQytEKyUKy4l4U7dTiSihCSKi9V5UZNxgMKsvTiZ+R2i95by6xttsOBUMIQPUcCNwiITASh5C5ysj3Ew6GEQgpn40v6ENADCAXuejv6Y8sRxbzt5GOdIxJjGhDa4LaoBtdiLqKYVH3etL3VXsw/T0pnj/xp5VvXNFPEZeg1k9VBfL6F3sulq9NKkTkY0MinGFCcAwJiucRCoYUAkw4GEYgrOz3BFHr5B8KhhTPxqjfHeIegkPCIXmFC/lYVXXDoTB1BR/p/pQ3pjxPvV/qFwHAFapt4+lCbaYF+RxV1yFC1PazwaAibyWtPxGDtcdnCBlI/zEdh0Yc0pxzU9JN8MMPT8hDXdEHAELhUEzGDCNYyxdEq44jADp37ozhw4fLPnQXXHABMjMzsXbtWvmYSZMm4euvv8apU/Qki7HA7/cjKSkJH3zwAa6++mp5+3333Yft27fj22+/1ZwzYsQIXHTRRXj++eflbR9//DGuu+46VFVVwe3WzpxnzpyJWbNmaba/++67Cq1lrDky8AhC3siXlLs2FwAUjU6P1KOpaHGgheZ4qQwJdVlZO7KQWBIRCs7knEFpTkTIafVzKySdSYIoiDg8/LDinOTjyWi5pyWsUt66HMVdIv5OGfszkH7MeCFpPWj3V9miEicvPAkAaPlLSyQXJ6MmrQZFvSO59dLz05FxKENRzvELj6O6RTXcFW4EUgJIOpmEVr/qa2tY3gMAtPitBVKLIhq0w0MPQ3SKcAQcCLvDaLWzFcralaEmIzLgtdzVEkJYwInutU7WGfszcOa8M9Syk4uSEUwMwpeuDL7osKEDjgw6AtGp/2mT782f7EdB3wIIQQGiq/Yc6XmWZJegJK8EAJBYnIjq5tWyeVTdpmgUdypGedtI3i9viRdtdkQ0AdXNqnG853Hd8+T3mVmJkxecVOyT3mvxecUobxcpO6UwBRVttNHAbX5sg8I+tUswpR1JQ/ODzTXH0aKMqzKqcKJH5H24ql0IJppEpVDqCAD5g/MRdtcOKO2+b4fjPY7L5XVY1wH5w7VWBunbI7/HhNMJqGkeaTPSNxtyh3Bk8BHN+SlFKahoHXkmrbe3lr8B8l2Tz639pvaoyKqQ3zdZBzNo30T64XRkHI58a2FHGPnD6JYUEiEkIHN3pvwNk+9LfQ2pr5O2J55OhCiI8jcl4apxIZgQedbeUq/8zZj1iSTkt0x+E6kFqWixT7nuK9nmAcBT5oE/za+5Jtm+JFpva42QJyTff/vN7VGdUS33l223tIUoiCjsWyjvd/lc8Cf6UdA/4mrgrnRDCAnyNQEg66csJJQm4PCISB9u1u+SdZPagC/Fp/iWWu1sBU+FB0cHHdWcr362J88/icqsiIDWcldLJJ9SauIKehfI9c1Zm4Pj3Y9HJpIiUJ1ZrSjzxAUnUJVZm+dOCAnI2RBx/ZLeYebuTJR0KEEwKag4tzq9Gsd7HZevIz0PT7kHbbe1rW0DIpC7TnkPAKjjIHl+PKmqqsINN9yA0tJSpKXpa9Btaez69++PH3/8Uf49btw4PP/883jqqadwxRVXYP369fjoo49w2WWX2SmemVOnTiEUCiErK0uxPSsrC0VFRdRzioqKqMcHg0GcOnUKbdq00ZwzY8YM3H///fLvsrIyZGdnY8yYMYYPV49AIIBVq1Zh9OjRVEFS4u3Kt+VklBMmRFT3cyvmmpbfMa8jhnYdqjleKkNCXdawgcOQ5Yw8mx/8P+AHf2TNyoH9ByLblQ1RFPHfyv8qzmnfrj0uPe9S0zqp2RXYhTW+NQCAC7tdiJ69ehqfoAPt/g4FD2FZzTIAQP++/ZHrysWp0Cm8X/0+AKDzeZ0x4AJlTq2var7Cb8HfIKREBvacNjm4OO9ipusa0bNHT3TrE8nptrByIUrFUnmA79+vP34J/IJDoUMAgD59+sALLz6r+Uw+v8cFPbDWt1ZTLgBkt8/GmfAZHA8rhaNxY8ZhfuV8w2jb7HbZGN5hOFatWoUhg4ZgSWCJQqjr4e6B4ROGAwC2+bdho38jAKB1q9bID+XL2h51m6KxzrcOPwd+BgBktsiUzzkWPIZPaz7VPU86bn9wP1bUKKOf+/XthzxXHtb61mJnYCcA4LwO5ym0nRLDhw6X3z0AdOrYCYO6DTKtNwDkB/PxRc0XAICkpCSUiWVM5wFA9z7d0c0defdvVLyheB+jRo3Cwqra1VT+Z/z/UNvUgP4D0MHVAVv8W/C9PxIF2bZlWxwIRZZxHDRgENq52qFarMZbldq1Pi/ocIF83rDBw7CkegkAIMGdIK+hmdshV36Gl11yGXYGdmJLoDaK9/JBl1NTtqih1f/8zuej34WRoCta/0HD6XRiYN+B8nPv16kfunbrSr1GXl4ehnUdJm9v2bIlQgjhWOiY4rikxNp31zyjOQrDEeHErE8kIb/l7f7t+M4fWes6NycXw7sMVxxLtnkAyGiWIX+n5DXJ9iUxbMgwVIvVWFqzFAAw5pIxOBQ8hG983wAARo4YCQcccvu59OJLkexIRmm4VN6WlpoGL7woCBfI5Q4eNBhtnW3le7yg2wXo1auX7v2SdZPaYXGoGIurF8vHDOg3AJmOTMyrmqc5X/1sv6n5BruDuwEAffv0RUdXR8X+pdVLcTgUEZgun3C5vP3L6i9xMHRQUeaK6hXYH6pdT9fpdGrGyJ69emKzf7OsUZT2F4QK8En1J/J1pOMz0pSTfYfgoPZvYTGMlyu1fvkp6SlM/WE0SNZCM2wJdtdeey0eeughHDp0CLm5uZgxYwY+/PBDPPzww3j44YchiiLS09Px9NNP2yneMmqbt5RqxcrxtO0SXq8XXq82ytPtdhsKZmaYnU8uEm7lOk6Hk3q8WRlJ7iS4nZFjnEEi/4/LU3uuKvew3rXMcIUJPwenK6rnKCGVoVgyxhV5xkmOJKBa/3qJgUQgCHl9xgRnQkzq5HV55XJSnakoDZYq6uYJeWTzhsvpQoIjASCUDR6nvs+H4BA0JgkA8Lq9pmv+uhy1z8Dj9oBcNleAgEtSLpF/O0NOxXnOsFM227I8I2dAua6m/J4Et+Je1cjHidprSO9QCNR+s4nORMV9dPd0Rwd3h8gzrNaey4LC900A8zrKyUIyuiR0gdsROV8URMW5HpfyverVR/r2PKHa4z1Oos24IvdCmmIThURZaPM6vbgm5Rq4BJdykXrSkd1B5Gx0eyNmxLPP8bb020wjFI3QPGvW3OWEh0JuQq78HNV08XZRlO9wOOimQeLdORwO2VRq5Rsn74V8H7Q+kGzzgHJsIY+l+T16XB7FPSS5kyLt0Fe7n/QT87q9cDuUbcQpOCPfF2ESdrvccLuIwAGncd9N60e9Dq/iW3K73Lp9lLpsl7+2zm6nduy7xHkJvqn8Br0Teivfqc8ht3dpe1W1dlUKdXkOp0Phtyftb+9qjwxfBlIdqYpz0p3pivV5BQjU56Nn5BQhxmTMMIK1fFuC3dVXX60wfbZs2RLbt2/H66+/jgMHDiAnJwdTpkxBu3bt7BTPTGZmJpxOp0Y7d+LECY1WTqJ169bU410uF1q0aEE9p76INt0JQHeG1oPmlA0YOxjHoo6xhuYobbZ8lzpYIlbBE2THrQ5qcMKpSZug7ujN0p3QgifkNCoGQohREIO6DuoFz6OJGGaJylOjlxICAJo5msnb1O9sRNIIuAU3zoSUpmwr9SevzRoVOzppNLp5uikniganGgYlmARPSN+23qTUL/qR7c4GAEV+Mj3BXxAEha9lNEIdYCHyWYWUZ1CAQA0G6pfQD+d7zlcEvUjHkwNvV09X7PbvxqCEQVhZtdJWXciyJcyCJ6KKihUcCt9bp6BcoUaAQF8dQpXuhBbBanZtvf1GUbGs96p4ZpT2muZIw1WpVzGVVRIuMT1GHTxB1uPGtBvl+7si+Qrs9O/EEPcQrMEa+Ti9+5JSaqn7g0YfPJGfnw+Px4PWrVvL2zIyMvDXv/41ZhVjwePxoG/fvli1apVC0Fy1ahUmTpxIPWfw4MH4/PPPFdtWrlyJfv36xV3atopd4Yf8wCemTMSXlV/i4iR9s6KEnjBj9OHGJN0JY6Ja5vIoHRJ5b0FK9l47q3SwQHZm6qSbgiBoUleoO07W9YElpEzwLGsgkufo1RnQZmqPZtk5EhvuvZoye3p7oiJcgTx3nmL9TvIYWu4tq9cB2OsrQDC9hiAI8kLnF3r0U8XQ1jomNSmyYKfzjBXRk8R71nuHDjg0wlI00CYNtO9PTYYzA9enXq+bqFZK/ky7HjnAjkkag6GJQ+EVvDEV7MjvktY/qifDmc5Mef1sMxxwoK2rLdq62qK5IyLgqhMiJzgS0NfbF2GE5VyFmkTTlAhWo9+0eqjvh1amui9hiq63KfBLjEwaifVV62VXJdqkq5mjGS7wXoAdvh3IdmUr9pHvp6OnIzp6OmoCE4y+YSmhPYnV5SbjiS3BLi8vDzfffDPeeOONWNfHMvfffz+mTJmCfv36YfDgwXj11VeRn5+PO++8E0DEP+7YsWN4++23AQB33nknXnrpJdx///24/fbbsXHjRrzxxhtYtGhRfd4GMxmODJwJ053pJcgPqIO7A/6U/iemwYwcMFjX9IyFxi6u6U4oHRJtFqdZpcMkwTJ5LaOZGjkAqAcpJ5zKZw5BI1RZ1dhJz9LsPCPNmbrzVgsHDsHBbJJUl092qKwaMKPUJi7BhRFJIwAA+/z7qMcY5dMyvbaNtslyjgAB16Zei/xgvmGqGFqaCfLdSlGO6m90TNIY7AvsU67VqaNxIiMlHXCgq6crfKIP7VzRW1zU9XILbt0oSnU9pVyDJGOSxuBI8Ai6ebpp9knnjkgagQ/KP0D/hP4QBAEpQorpNVnQW2+WJfXOBd4L0MzZTPNMaW1FWu/62tRr5W20lWKGJQ1TnKd+1uo+QJPGhmHyoS5b3T+pE1p3cnfCb4HfqN+YnSXX9Djfcz7O95yP5888r9n3+9Tf43ToNNq726O1qzWyXdmy1toKVse9Rq+xa968OZo310aV1QeTJk1CcXExHnvsMRQWFqJ79+5YtmyZnBy5sLBQkdMuLy8Py5Ytw//+7//iP//5D9q2bYsXXnhBN9VJfUJrPL9L/R0OBg6ilbMVdvt3Y5tvm+l5rBoKtSrfqB5Wy9acF0fBjtYhkdtonbxdU6ypYEd0rup8TAIExXUECJp8ZlYTFNOSldIwmj2rBwR1Qs9oNHbk36wdIaupSy2M03II6pVncHEZ5gTFlOKpGgVnMzRzNjMpSqt1VCS7JtYBJa/VzdsN3bxK4Ucvj5h6WTZBEHBRwkWG9WJFLVS7Bbfs/2cH2n2paetqi7ua3aVox9FqiACVxs5kLVva6h19E/pqjqPm3KP0qSxCkXrSpP6O1Rols76F9t2qz1En2j7Pcx66ebspVsqg1S8W70OPdq52sgDtElzo5OlkqxyjfoJW/0Yv2A0fPhybNm2KdV1sM23aNEybNo26b968eZptI0eOVET1NlRoDSvZkYzu3sgMv5WrFZNgF+21jZLk2v5A4+diZ5oIk2YKUvvxMAt2FO1Va2dr2exCdq6a2S4cGsFO3RmrzxmbNFaxPi7LahHUelO0mvI11Ro7UDR2FtBLRs2ssaPcC22b+p3pmWKttFk79bVarhE0TQlNOGapp54WnmX1DrtoNHY6iZhjhZ7Gmnw+zR3NcQzKqFkrZQPmCZRZJxO0d0U17TL4pmpcKoh2n+5Il1eJGZgwEEeDR9HF0wVG0CZ/NIFVLQDmunOp5ZEWCzOfZ7161CWGGjsisFHCap7LeGJrVJ49ezZ27tyJWbNmGSYm5URHQwlMIMu7Je0WQ9ORnTLjWV+aEELT2LV2tpb9WQB2UyzZeQ5JGILJqZPR2lXre2rkiyNHrhH7jYInOro7oqu3q2K/tOap+hqmjtEGK3+ofUfipbGTUutYOV/eRhFANBo7abkt9VqPNlcbGJw4WLFEV11AW6OTXP9VEpRYviGy/ZlpnGKFxsfOxtrH0VxP3i4IuDntZvwx7Y8YkjgE7VztcGmS9TRNEmbaQNYl12jCAPX7Ik5nXXWBrOMVKVfI7X5Q4iD8PvX31tw1pAmjyn9XrbEzaks9PD0wJmkMhiUOi2pFFxrxWKfVqsZO3W/WJ7a+sn/961/o3r07HnvsMbz66qvo1asXsrKytI1ZEBqEH15jJRbBE7G4NvkhpznT0NbVFjv9kbxXdjV2deZjR6kfLXO4IAgYnjQcn1Z8CoA9GpAsP9udjVauiIlcQqGxozgeqzV26m/IbKY+Mmkkfiv9TXO8WRswekZqk41a+IyVYJfgSMCf0v+E/GA+llcuZzpfr84Ae/CPXY1dM0cz/Cn9T/i2+lv85PuJuQxA3xfSDKmuLV0tkSAkoI2rDbp6ukKEiOPB47J2hGw3uho74poewYMhCUMQRlg3k34sUD/r5s7mOB5S5l1s7miO8P6wIimyXYyea7qzNhnv71N/Tz3mAs8F2OXfhR7eHvjZ97Nin16fyNo+adCEAdqkhSZkac5TC9HE8G5HU6rnruESXHIf4RAczMtDCoJgakan0dbVFvsC+8wPjDFGfSjNpaBRmmKdTidmzpyJRx55RGHeLCwsRGFhIfUcLtjVD7E2xdIE9mivVWcaO0ZTLADkunNxY9qNqApXMa23CgAtnC1QGYwk56IJPAqNHcXkSVvQncTsXpIcSRiWOAzrq9crrmGqsTN4/urno46KHZU0Cu+Xv48BCcokz3aulehINB10WE2xelrWaAQ7zXUFIebfF8txqY5URRBUT29PQE+prKO8UN93/8T+AIC1VWuZ6mIHdZseljgMPtGHA4ED8rbrk67HsiPLohLshiQOwY6aHRiaONR2GQBwcdLF6ObphjauNoaCndXgCSvri9L6EbN+QH0NEaIyktqC6ZNWnl5EdVT+q4z08vaCW3DHJJjHCkb3QvNPjIfW0C7Mgp0oinK4/8GDB+NWIU4tsQhMiAVGA2OsfXJigVGHFELIsINo4WxBdfxV8/uU3yM/mI/WrtbIr4gE50h+UGRnbWSyUZtizQQYXTMTpdO35GOnqpdag6MWvFq5WuHPzf5s6HupVz877YVVI6JXH0GILFQuvRe7pljp73gJdi2dLXEydJJy9NlzovzW9O47ngOS+j0lOZJwRcoV+LD8QxwNapehAuw93/4J/dHP2y/qZ+QSXGjvbm9aLzNTLOtkgmaKpZp2bUyEyfQ8dgQ7vT6CzIFoN1DPUj0Eh+xXXpcYPWfWvq++sGWKlSJOOfGlLn3sLkvSX/7NULBrgBo7vcCAKWlTcChwCBd69fOGsdLO3Q7t3O1wJFC7Pqc0kyU7a3J2Sw2egNIUC0Q0Tz7Rp3FMVg/M0oBsR7Azev5GPnaScGSlYzPTNlhJu8B6jhqFYGfTFBvNoMViiv1d6u9QFCzC8eBxbKzZSD3PzrUk9O67LgW7eBLvSaYi3QkxdNKen/ob0vWxo0XFmkxkWPtLsmw7ScX12r6R33CSEL+1042IRxs2artW84vWNXX31XHqDKudaRd3F42wo0iBoHY+j7VgVwcJioGIj02vhF4xdeAmBRyaxs4sEbDaxw4AxiWPQ2d3Z4xNHhs3jZ3CnG7y/Ml7rA8HYVZTrBFmfpdWrh0TKMV6BS9y3DmKtBixFOysRGbGCl2zYbyeaxzR09jRtG6sefM6uTtpo7lNJjKs7TfaaGe9fpS2gsT45PEYmjiUmnuwsWL0zM4pjV1DNLudy9gWmmLwnkjhRONHEWMfu3gSb40BzaFaz4lWPWvW+NidLSvXnSs7xZOrKTAJdpSVCmjYfS52QvrNBiUr2kWjcgD9lQ3ItDRW2l4s2jq1XIOyyHuLZRSursYuihVAzGB19FftbJAoBDti6KRNdlg1dl6HF39K/xP2+vcq0hipkZbOSxASmPp38ex/0aA3qaT52JmlTmmMGPWR0SyrWBdYEuyeffZZvPXWW8zHC4KA/fv3W64UJ0J9Ck1kZ29kio114s9YE4sIYVZoGjujuqjz2NEEEhanaVriTzvCEgt2NHZmWkc7ddE7xyW4qNoSo7x9rNeR/o6FhsssevCqlKsQEAO21mplyWPHcnwsOJc0dnq+xbTvXd0GjZ4xi/bHJbgwrdk0S88tlpNaXY1dPb/HRCER1WI1Wjtbmx9sEcPgCUJjK/nGkumy6htLgl1JSQlKSkriVBVOrIiJYAd9wS4W/nHx0oQAxnWPNbRr6Wm11AKxIAiKxb6paVjiZIo1ei5dPV1199lZDzHa9mJFGNTzfSEdvuvDFDsmeQy+rPySudwcd935MccqTYM6eTZQ/wN/LCHzB5LQvgn1JM3MNMsiXFsJgBAhore3N/YF9qGzuzPzeXp1IidDpaFS+e/6Nklem3otdvh2UFf1iJY2rja6+0jB7sqUK/GT7yfF8n31jaVRb+bMmQiHw5b+cexTnxo7PT8xIDZRsfEMniCpS8HOiilWjrAknh/N7Mbii0g7xoqPHUlzR3PDxK12hACze7CjXdSrv57/pFGKBtZrM0fFUsboLp4uUSXEjSex0th19XbVpJxhSc2h2ddAhUG9wAAWjZ2Z5jXNkWa/Yjp4HV78Ie0PGJDIlpbICPKdZDgzAES0ZayJ3ONFhjMDI5NGatbhjoZJiZMwMGEghiQO0T2G7E9SHCkYmjg0Lu/QLg07tKOJY7eDsyrM0GaCRp293pqyDQXyA4t3/RRRrWcHKz1zpd5zuyL5CpSGS6mOx3Wtsctz51GFo97e3tjp24n+Cf0NyzWrH4sQxxJBqutjpyfYEZoFu+b5aE2x5CAYz3ZptX7xXCpN71k3xH7DDD1/R5rGroOrA371/woAuCH1BiQ5jKNF27nbYVTiKFloipZYm9fJ9zU0cSj2+PfY6gsaAy2cLdDabWzajfcKKtHSsGvHsQVrpzkqcRR2+ndicOJgzT5Dwa6BpztxCS7c2exO2dwZTzKdmbjIe5EioTGLKZako6ejbvksz4bm82jXx06vwxqZNBLDEofZMr2YvWu1OVvjeG7hHeqZYo1SNBhhVvfBCYOxsWYjRiSOwNpq9kS/DUmwi+cal+eUj52OkEqbyJ3vOR9uwY0sVxazNqlXQq+o6qcgBnJduiMdbZxt4BE8Cg1Va1drxbKJTZGGnu6kYdeuiWPbzMl4Xq+EXrqdiVFnHxMfuxgJdqmOVEXkqERdmQgEQcCIpBGKbXq+MLZySTG8S1rUqZlWSu+ZG9XRrj+NlXdNFeys+NixaOxi6GM3IHEALvReiGRHsqlg1xiFmWhpCvdM09gJgoDzPOfVQ21ihyAIuDb1Wp4Ng0J9+xaawfPYNWDqNSqWUWMXk6jYKDqOiSkTkevOxaTUSVHXI1aMSByBls6WGJM0RrHdTsCIVVOs1OGYRYnpvbdUJ9tSalawkoPLjg8eCZPGzm5UrE47tRO52pA0di1dLeNUk8atsftdyu+YjrPz/uNNrEyxXKij09EdsbLEMh1RLGHW2PFAiLqnX0I/HKs4hk7uTpbOi7dgF4uPPVYdewtnC0xMmRiTsmJFmjMNN6TdEJOyjJ4TbeUJSeMmRWi1c7fDwrKF2nJV73BC8gQUBAvQxR37fFRW3vWwxGH4puobRYSZJcEuxho78tLRtlkWIbE+6O3tDQDIccU+EtdOHruGIvS1d7eXV4GhMTFlInb7d2NgwsA6rhmnvmntao0bUm9gXlO8ruGm2AZMrjsXU9OnIlmwNiOMhRaNWWMXpSO6+m+OEpZnQ9PYOQSHoc+Ouo109nRGZ4+9tAhW6mfWXrp6uiLPnado8+T5bZxtkO5M19WS6Al2pMbOUoJiG+1Uz/+oobZzl+BCv4R+cSnbisbOCy988KGtq21c6mKHS5MuxbLKZRicoPVDJhOJc5oe8dR0RwsX7Bo4dsK469IUW98+do0VO6ZYvX12TOP19czNgicECJo2T54zNnks0p3puuUb5rGT/rbg62jlOd2efjtqxBo0czZjPudcx8ok8/dJv8dv4d9wkfeiONbIGp09nXGn6054HfWb1sMq8Uw6zWn4cMHuHCTWS4qpiYVg1wRlOVsYDYyyKVbQauyiKTfW0EzFLMfStpm1NyaNnYXvw8q1kxxJSIJ+WouGZH6tK6xo7NId6Rji1c8dVl80NqGOw+HBE+cgsVj70aiMWK8V2xQ1dnZumSl4glEbVZdCBlk/s+z51Hsk/dxM6q0r2AnRpzuJlqbYzvXeV0P1TTpX4Bq7pg3X2J2DxOKjZtXY2dX8NHXBjtkUy5LuhOJjF6vrxwKyjZglwzbT2Jm1t26ebthSswVZTmWyZ7ttlgt20aH3rAckDkCVWBU3v04OpynDBbtzkFis/WgYFRuDAaqpC3axxI7Gri5NseTrNdXYmaQ7MWsrzZ3NcVv6bZo0BFYCOPTO41hH7/l5BA/GJEfSAQUC2jWSOdFRp983p8HB334D5NChQxAEAYIgoF27dgiF6EtU/fzzz5jefDqmN5+O/zfw/8nbYyHYGQkIse404jl4FhUV4bbbbkObNm2QkJCALl264LHHHoPf77dc1ooVKzBq1CikpaUhNTUVo0aNwooVK6jH3nzzzfI7JP9Nbz4dTw580ta96D0nVm0Uba3aukBhigVFY2fBdYCl3smOZI3mkhTm6ktjV9/ratYF7VztFL+5gFG3XJZ0GZKEJFlo5jRNuMauAeNyuVBQUIAVK1ZgwoQJmv1vvPEGXC4XgsGgIv1DLHzsBiUOQmGoEN093TX7yEHSrtlXMWDGScYoKirCwIEDceTIEVx11VXo0qUL1q9fj0cffRQbN27E0qVL4XCwDTwLFy7EjTfeiMzMTNx0000QBAHvv/8+xo0bhwULFuAPf/gD9bz77rsPzZo1k39vqt6ElBYpcTPxGa1h6IRTXtUhFsI/K1Z87GiolxyLtg5289hFS5YzC728vZDu0I/qbexcmnQpwlVhHAwcBGA/HRLHHhd6L8QFnguaZKAOpxYu2DVghgwZgp9++glvvvmmRrDz+/1YuHAhJkyYgM8++0wxcMVi0E52JOPGtBup+8iBMRaCXby0R3//+9+Rn5+PuXPn4s9//jOAiNB7yy23YP78+Zg/fz5uueUW03LOnDmDu+++G5mZmfjxxx+RnZ0NAJgxYwb69OmDu+++GxMmTEBGRobm3OnTpyM3N1f+/fyZ52NzcwSsKzs4BEdM1pC0SiwFO7sDVoPwsRMEjEoaFbPyGiKJjkQMThhcK9hxjV2dw4U6Dv/qGjCJiYmYNGkSPv/8c5w6dUqx77PPPsOpU6eogokk2ImiiDfffBNDhw5FWloakpKS0K9fP7z55puacwoKCvDoo49i0KBBaNWqFbxeL3JzczFt2jScOHFCcawAAQvvWojpzafj2KFjmDt3Lrp164aEhATk5ORg1qxZpiuVxFuwKy8vx+LFi9GxY0fceeedtdcSBMyePRsOhwOvvfYaU1kffPABSkpKcM8998hCHQC0adMG06dPR0lJCT744IOY34Ma9XOSzF6swROxEMjtwKpR1CUGVVWk6LGZ7kRCSkpLMys3dAYkDIAbbgxNHBq3a5gFw3A4nPjCBbsGzq233ipr50jefPNNtGrVCv/zP/+jOSfFkQJRFHHjjTdi6tSpOHXqFG644QbcdtttqKysxNSpU/HAAw8ozlm7di2eeeYZZGVlYfLkybjnnntw3nnn4b///S8GDx6M0tJS+VhykJzz0BxZILzjjjsAADNnzsQjjzzCfI/x6Pw3btwIn8+H0aNHawbyNm3aoEePHti8eTNqampMy1qzZg0AYMwYrd/K2LFjAQDffvst9dylS5fiqaeewrPPPouvv/4a4VBE4I3mnm9Ouxljk8biQs+FmrJYfSPDYj2ZYmk+diaSG6nls22KtanFoL2nHHcOrk29Fjen32yrzPpkcOJg3NnsTmQ4tdrleMA1dhxO3cNNsQ2cgQMH4sILL8Sbb76J++67DwBw7NgxrFy5EtOnT4fLVfsKr0q5CidDJ5HjysHrr7+Od999F1OnTsXLL78sH+f3+/H73/8ezzzzDCZPnoy+ffsCAC655BIUFRUhJUWZ9f/tt9/GTTfdhJdeegkPP/wwAOUguevHXdixYwfatGkDAHjkkUfQuXNnvPjii3j00Ufh8Xio90WWMeexOZZW2Jg+fbrCb43G3r17AQCdO9PTKXTu3Bk//fQTDhw4gAsuuMB2WdI26Rg1d999t+J3y04t8cfX/oguve2vyZruTFesvkAOnqzpTuorz5UdU2yiIxGjk0bDKTjtafwQewGjIS17ZZV4+70lOhLlv7lZkMOpe7hg1wi45ZZb8MADD2Dr1q3o27cv5s2bh1AohFtvvVVxXI47BznuyELeL730EpKTk/HSSy8phD+Px4N//vOf+Pzzz7Fo0SJZsGvVqhX12lOmTME999yDr776ShbsSP4040+yUAcAmZmZmDhxIubPn489e/agR48emnMApSbkmcefYXwSEW6++WZTwU7SMKan0x3V09LSFMfZLSs5ORlOp1NTzsiRI3HllVdiwIAByMzMxKFDh/DKK6/ghRdfwMu/exn/t/7/AONbYMZOupO6FOyCCMp/2xHsAOACr7HwbUYsgi44bKQ6UjE2eSw8oE/qOBxOfOGCXSNgypQpmDFjBt58801ZsBs4cKCupqmqqgo///wz2rZti6eeekqzX8obtXv3bsX2jz76CK+88gp+/PFHnDlzRpFmpaCggHqtCy7S1qF9+/YAgJKSEqb7Ox44jlYuumDZWFH7Pnbt2hXPPvssfnH8glX/XoWv5n6Fv734t5hcizV4giTVkVpngRQhsbYd0dZyrQshMxYrpFhZY7ap09XTtb6rwOE0Wbhg1who1aoVJkyYgEWLFuHKK6/Evn37ND5yJGfOnIEoijh27BhmzZqle1xlZaX89zPPPIMHHngALVu2xJgxY9C+fXskJkZMKs899xx8Ph+1jOS0ZM02SUOol38PiH/whKRd09PIlZWVKY5jLatFixaKfZWVlQiFQkzlAMDAGwdi1b9XYf/m/UzHk+iZtaysPHF1ytUoC5chy5VVZ4lhSY0d7R48Qvw1O3bNjw7BgcEJg+EX/UhzpsW4VhwOhxN7uGDXSLj11lvx6aefYurUqUhMTMTkyZN1j5XMjH379sWWLVtMyw4Gg3j88cfRtm1bbN++HS1btpT3iaKIp59+OvobUEEKI08/9rQiD58ZLD52Zr5ve/fuhcPhQMeOHU2v17lzZ2zZsgV79+7VCHZmvnxqLm9/OZ7AE0jwJZgfzIjCx85Eq9TB3SFm12UlKAYN92e7snGB5wJkOjPjVodofOIGJA6IYU04HA4nvnDBrpEwYcIEtG7dGseOHcONN94oC280UlNT0a1bN/z6668oKSkxFYJOnTqF0tJSXHrppQqhDgC2bNmC6upq3XNjYUab8/gcS8ez+NgNGjQIXq8Xq1atgiiKCk1RYWEhfv75ZwwcOBAJCeYC1siRI7Fo0SKsXLkSgwYNUuyTVp4YOXIkU93Lt5cDADrnxWeNTNbgibrETLATBAGjk0fHtQ4tnC1wfer1liYQHA6H0xjhseiNBJfLhc8++wwff/wx/vnPf5oef++996Kqqgq33367wuQqcfDgQRw6dAhAxNSbmJiIH3/8EVVVVfIxZ86cwT333GN4nVgkKD4VPAVRFJn/kQl/9UhLS8OkSZNw4MABvPzyy7X1FUXMmDED4XAYt99+u+Kcqqoq7N69G/n5+Yrt1113HdLT0/Hiiy/iyJEj8vbCwkI899xzaNasGa699lp5e1FREfbv15pajx07hnvvvRcADDWuerAsKdYQ/cCy3ZHcf/Wd+iLLlWUp+prD4XAaI1xj14jo378/+vfvz3TsHXfcgU2bNmH+/PnYsGEDLrvsMrRt2xbHjx/H7t27sXnzZrz77rvIzc2Fw+HAtGnT8Mwzz6BXr1644oorUFZWhi+//BI5OTlo2zb2qR3qYuWJp556CqtXr8Zdd92Fr776Cl26dMG6deuwYcMGjB07FjfddJPi+O+//x4XX3wxRo4cKeeuA4CMjAy89NJLmDJlCvr06YPrr78eDocDixcvxvHjx/HOO+8oVp3YvXs3LrnkEgwbNgxdu3ZF8+bNcejQIXzxxReorKzETTfdhOuuuy5m92nFx64+aONqg0mpk5Dm4D5qHA6HE2+4YHeOIggC5s2bhwkTJuC1117DF198gYqKCrRq1QqdO3fGnDlzcNlll8nHz549G82bN8e8efMwd+5cZGVl4frrr8esWbPQvbt2vdh0IRIscJ77PHv1qwPBrk2bNti8eTP+8Y9/YOnSpfjiiy/QoUMHzJo1C3//+9+Z14kFIK8TO3v2bMybNw8A0KdPH8yfP19OUixx3nnnYerUqfj++++xZMkSlJeXIz09HUOGDMHUqVMxadKkWN6mwszcEDV2ANDa1bq+q8DhcDhNAi7YNUByc3MhiuwmTqNjr7vuOibtkNvtxkMPPYSHHnpIs08y2ZKsXLAS4gKRGm04c+ZMzJw50/iCdZQerE2bNnjjjTeYjh01apThsxw3bhzGjRtnWk52djbzcmVWYDHF0t5HpjMTp0Kn0MVjPykyh8PhcBoHjdrH7syZM5gyZQrS09ORnp6OKVOmmOZO++ijjzB27FhkZmZCEARs3769Tupal+Tm5jL5oUWDIAhRZbCvC41dU4Smsbsm5RqMTx6PwYmD66FGHA6Hw6lLGrVgd8MNN2D79u1Yvnw5li9fju3bt2PKlCmG51RWVmLo0KHUxL0NkdWrV2PSpEnIzs6G1+tF8+bNMWzYMDz77LNM65w2VGIh2Pl8Pjz22GPo0qULEhIS0KZNG9x2220oKiqyXNbevXtx3XXXoWXLlkhMTETPnj3x0ksvIRzWrqm6f/9+zJw5E1deeSXatWsHQRBsCdJr1qyBIAim2s2LvBchRUhBb29v6n4ygIUWoJDoSEQXTxe8v+h9DBgwAMnJycjIyJBzIlph+/bteOihhzB27Fi0bNkSgiBg1KhRlsrgcDgcTvxotKbYX3/9FcuXL8emTZswcOBAAMBrr72GwYMHY8+ePTj//POp50mCH8282JAIBoO466678OqrryI5ORnjx49Hp06dUFpaipUrV+L+++/Hyy+/jKVLl6JTp071XV3LRCvYhcNhTJw4EStWrMDAgQNxzTXXYP/+/XjrrbewatUqbN68Ga1bs/l17dq1C0OGDEFVVRWuu+46tGvXDl9++SXuuece7NixA6+++qri+HXr1mHWrFlwOp3o1q2bLUHSCiOSRmB44nDdBMVmgh0APPnkk3j44YfRoUMH3HnnnaioqMB7772Hr776Cr169VL4WxrxySefYPbs2fB4POjSpQtOnTpl/YY4HA6HEzcarWC3ceNGpKeny0IdEMldlp6eju+++05XsLODz+dTrLwgrVoQCARsZe+XzjE698EHH8Srr76Kfv364YMPPkC7du3kfaFQCE888QT++c9/Yvz48di0aRM1r11drSxgh2C4NrdZMBhEIGytrvPnz8eKFStw3XXX4Z133pGFnvnz5+P222/HX//6V7z55ptMZd15550oLS3Fp59+ivHjxwMAHn30UVxxxRV47bXXcO211yq0UoMHD8a6devQs2dPJCYmIjU1FYD15x0MRp5BKBSK6l15RS/aO9vDCSeEoICAoCxr7969ePTRR9G5c2d899138ioZt99+O4YNG4Y77rgDO3fuVKwprMdVV12FCRMmoHv37iguLkaHDh0gimKDbmtNkcb0Plj6Qw4n3jSGdshat0Yr2BUVFVEXrm/VqlXMNSizZ8+mLs21cuVKJCUl2S531apV1O0FBQV47rnnkJqairvvvhs//fQTfvrpJ8Ux/fv3x4gRI7B27VpMmzYNN9xwg7xPykX3/vvvY/78+fj+++9RXV2NnJwcXHvttRgwQJlJ3+/3Y9myZVizZg1OnDiBcDiM9PR0dOnSBb/73e/i4q8XcoeAsy5fq1evhstnrSnOmRNJanzZZZfhyy+/lLe3bNkS7du3x+LFi3H55ZfLy6LpcezYMaxbtw49evSAKIpYtmyZvG/cuHH45ptv8Pjjjyvy+0msXr0aQER7WFVVpTjXjEWLFmHx4sUAgCeeeAJPPPGEvO+VV15BVlYWgMgk4oMPPsDmzZtx+vRpJCcno3v37rj++uuRnZ0tnyOtwfolvoSad955B8FgEBMmTMCGDRsU+y6++GIsX74c//rXv3DRRRcx17+wsBBnzpwBABQXF1u6d06cGFH7Z2N8H3r9IYdTlzTkdkgbh2g0OMFu5syZhuubAsAPP/wAgL7upHqVgVgwY8YM3H///fLvsrIyZGdnY8yYMYYrQOgRCASwatUqjB49Gm63W7P/kUceQTgcxp133qkQ2NR07NgRPXv2xIYNG7BgwQJ5e1JSEvx+P5555hlUV1dj6tSpKC0txfvvv4/Zs2fjrbfeUpR7ww03YMmSJejRoweuuOIKeDweHDlyBN9++y1SUlIwYcIEy/doRrVYjbcq3wIAXHLxJZYSx9bU1GDv3r3o0qULbr75Zs3+q6++Gi+++CLS09NNTYyvv/46AGDSpEma+xw/fjyefPJJ7N+/3/AZOBwOJCUlWXpOycnJ8Hg8eOeddzBixAiMGFE7Kl999dVo1qwZiouLMXz4cOzbtw8jR47EgAEDcPjwYXz00UfYvn07vvzyS81KGDQkf9K//OUvCvN0IBDApk2bsHz5ctTU1Fh+z9IEqkWLFnFpIxxrzK2YK//dmN6HWX/I4dQFjaEdStZCMxqcYHf33Xfj+uuvNzwmNzcXO3bswPHjxzX7Tp48KWs7YoXX64XX69Vsd7vdUTUAvfM3b94MABgzZoxh+T169EDbtm1x7NgxFBUVKTQ4hYWF6NatGzZv3iyX8cADD6BPnz6YPn06rrnmGqSmpqK0tBQffvgh+vXrh02bNsHprI2qDIVCKC8vj+oe582bR/VnDIgBbK3ZCgAoSiiCV4g836uuugq9e/c2LPO3335DOBxGly5dqHWTzPAHDx40rfuBAwcAAF27dqUe26lTJ2zZsgWBQMBUO2vlOV122WVwuVx45513cPHFF1MDKB5++GHs27cPM2bMwJNPPilvX7FiBcaNG4epU6di9+7dpvn49u3bh5SUFEX7kJCSTx84cMDye5aOFwShwXaETZXG+D6i7U85nFjQkNsha70anGCXmZmJzEzzxcAHDx6M0tJSfP/997JpcfPmzSgtLcWQIUPiXc24ImlCaAOxmuzsbBQUFKCwsFBz/OOPP65oCF27dsWtt96K//znP/j0009x4403QhAEiKIIr9erEOoAwOl0mq7Jasa8efPw7bffGh6zAivkv3Nzc00Fu9LSUgCQfcXUSFpU6bhYlRWN2d0qfr8fixYtQosWLfCPf/xDsW/s2LEYO3YsVqxYge+++w7Dhg0zLKu0tJTqtgBANlWzPCtOw6a9qz2OBo+ipbOl+cEcDuecpdGmO+nWrRvGjRuH22+//f+3d+dRURxrH4B/g8wwgDCIyjLsQRQXNK4IKhA1aFyCSYyIKy7EiHG7uXr1fhowSpBo1KhxuRpQE4O7cQ1RBBFlUaMmKkJcICqCCrLJJkt9f3imQzszMMAQYHifczgeqqu7qptXeKe6uhoJCQlISEiAn58fRo0axXtwwtHREUePHuW+f/HiBW7cuIGkpCQAQEpKCm7cuNHgTzY2FNmCum/efhYKhQpv0w0aNAgAuPX7DA0NMXz4cFy6dAm9evXCV199hdjYWLx69Uot/Tt//rzC972WVJZgw4sN2PBiA/Ir8rlyRbdWW6Lk5GQUFxejX79+ChNK2cMcmrgOI6mbEfojMFB3ILxaezV2VwghjajZJnYAsHfvXjg5OcHT0xOenp7o3r07fvjhB16dlJQU3mjE8ePH0bNnT4wcORIAMH78ePTs2ZP3ovjGJpsHVfWF88o8fvyYt49M27ZtFd6ik92mrnpNDh06hP/+97/Izc3F//3f/8HNzQ3t2rXDggULVJ6s+U+Sja4pG2WSzUNQNgpXl2PVZS5lfcjaVTatQPbzVmWkTSKRKK1XXFzM1SHNm66WLnqLe0NfS7+xu0IIaURN7lZsbRgbG/MeGlDkzVdE+fr6NvlRIVdXV5w/fx7nzp2rdvJ/cnIynjx5AgsLC7nbsNnZ2aisrJRL7mTzEqv+IdfX10dQUBCCgoKQmpqK6OhobNu2Dd9++y2Ki4uxffv2Op+Lsjl25awcV0uuvu6T+ClEAhEA1ebY2dvbQ0tLC3fv3lW4XVbu4OBQY/9kdRQdizGGe/fuQSqVQl//n/1jKUskFc0jrVquSsLp4OCA+Ph4ZGZmyn0AePLkCVeHEEJI89esEztNNXXqVKxevRo7duzAv/71L7Rvr3jOTFBQEABg+vTpcttkTzy+Od8wNjYWAJQmT3Z2drCzs4OPjw9MTExw/Pjxeid26p5jJxaL0a9fPyQkJOCvv/6CjY0Nb/uZM2ego6PDW+NQGdktzTNnzmDJkiW8bZcvX0Zubi63tp26yeY0VlRUyG1zdHSEWCzGlStXUFRUJHc7VnZNa7pWAODu7o74+HicOXMGU6ZM4W2T3cp1d3evwxkQQghpapr1rVhN1bFjR8yfPx/Z2dkYPXo0MjIyeNsrKyuxcuVK/Pjjj7C3t8e///1vhcdZvnw5b0HD5ORkhIaGQiKRwMvr9Tyc58+f4/Lly3L75uTkoLS0VG4duOTkZCQnJ6t8LqrMsSuoKKj1HLtPPvkEwOuFnKuOyoaFheHOnTvw9vaWG81S1PeOHTvCzc0N0dHRvLW/ysrKuIcW/Pz8VD7f2jA2Ngbw9+30qkQiEXx8fJCVlYXg4GDetsjISPzyyy/o0KEDBgwYUGM706ZNg7a2NoKCgni3ZG/fvo3o6GjY29tj8ODBvH0ePnyI5OTkJnkrnhBCiHI0YtdEff3118jLy0NoaCgcHBwwcuRI2NvbIz8/H2fOnMHdu3fh4OCA06dPK7wdZ25ujtzcXLz99tsYOXIk8vLyEB4ejpKSEuzYsYN7W0J6ejqcnZ3RtWtX9OrVCxYWFsjOzsaxY8dQVlaGxYsX847buXNnAPK3uGtLiL+f1hULxLXef8qUKdi/fz/27duH1NRUeHh44MGDBzh8+DCsrKwQEhIit4+yvm/duhWurq744IMPMG7cOEilUkREROCPP/7AzJkz8c477/DqZ2Vl8ZLpsrIyZGVl8ZLSXbt21XgOjo6OkEql2LdvH/T09GBpaQmBQIDZs2dDIpEgJCQEMTExWLVqFeLi4uDs7Iy0tDQcOnQIenp6CAsLq3GpE+B18hoYGIhly5ahe/fuGDt2LAoLCxEeHo6Kigps3bpV7q0TU6ZMQUxMDKKjo3lv3UhOTubWxZPNz0tOTubOvV27dtzi0YQQQhoBI7WWl5fHALC8vLw67f/q1Sv2888/s1evXtVY9+zZs+zjjz9mUqmUCYVCZmRkxFxcXNg333zDioqKFO5jY2PDbGxsWHZ2Nps5cyYzMTFhOjo6rE+fPuzYsWO8ujk5OSwwMJC5ubkxc3NzJhKJmFQqZcOHD2e//vqr3LEBMHWFTWFFIXtZ8bLO+5eUlLAVK1awDh06MJFIxExNTdn06dPZkydPFNavru8pKSls7NixrG3btkxHR4d17dqVbdy4kVVUVMjVTU1N5Y6l7EtVCQkJzN3dnRkYGHD7pqamctufP3/O5s2bx2xsbJhQKGTt2rVjY8eOZTdv3lS5DZkff/yR9enTh+nq6jKJRMKGDRvG1qxZozAO3d3dGQAWHR3NK4+Ojq72vG1sbGrdL9Ky1eb3ISENpTnEoaq5h4Cxeg69tED5+fnck4Z1ffPE6dOnMWLEiCa7ECLRfBSHpCmgOCRNQXOIQ1VzD5pjRwghhBCiISixI4QQQgjREJTYEUIIIYRoCErsCCGEEEI0BCV2hBBCCCEaghI7QgghhBANQYkdIYQQQoiGoDdP1IFs6b/8/Pw67V9WVoaioiLk5+c32fVyiOajOCRNAcUhaQqaQxzKco6alh+mxK4OCgoKAABWVlaN3BNCCCGEtCQFBQWQSCRKt9ObJ+qgsrIST548gYGBAQQCQa33z8/Ph5WVFR49elSnN1cQog4Uh6QpoDgkTUFziEPGGAoKCiCVSqt9TziN2NWBlpYWLC0t630cQ0PDJhtApOWgOCRNAcUhaQqaehxWN1InQw9PEEIIIYRoCErsCCGEEEI0BCV2jUBHRwcBAQHQ0dFp7K6QFozikDQFFIekKdCkOKSHJwghhBBCNASN2BFCCCGEaAhK7AghhBBCNAQldoQQQgghGoISO0IIIYQQDUGJXT1s2bIFdnZ2EIvF6N27N2JjY7ltjDEEBgZCKpVCV1cXHh4euH37Nm//0tJSzJ07F+3atYO+vj7ef/99PH78mFcnJycHkydPhkQigUQiweTJk5Gbm/tPnB5pJuoThy9evMDcuXPRqVMn6OnpwdraGvPmzUNeXh6vDYpDUpP6/j6sWve9996DQCDAzz//zNtGcUhqoo44jI+Px+DBg6Gvrw8jIyN4eHiguLiY297k45CROtm3bx8TCoVsx44dLCkpic2fP5/p6+uzv/76izHG2OrVq5mBgQE7fPgwu3nzJvP29mbm5uYsPz+fO8ann37KLCws2NmzZ9m1a9fYO++8w3r06MHKy8u5OsOHD2fdunVjcXFxLC4ujnXr1o2NGjXqHz9f0jTVNw5v3rzJPvzwQ3b8+HF27949du7cOebg4MA++ugjXjsUh6Q66vh9KLNu3Tr23nvvMQDs6NGjvG0Uh6Q66ojDuLg4ZmhoyIKDg9mtW7fYn3/+yQ4ePMhKSkq4Ok09Dimxq6N+/fqxTz/9lFfm6OjIlixZwiorK5mZmRlbvXo1t62kpIRJJBK2bds2xhhjubm5TCgUsn379nF10tPTmZaWFouIiGCMMZaUlMQAsISEBK5OfHw8A8CSk5Mb8vRIM1HfOFTkwIEDTCQSsbKyMsYYxSGpmbri8MaNG8zS0pJlZGTIJXYUh6Qm6ohDZ2dntmzZMqVtNIc4pFuxdfDq1Sv89ttv8PT05JV7enoiLi4OqampyMzM5G3X0dGBu7s74uLiAAC//fYbysrKeHWkUim6devG1YmPj4dEIoGzszNXp3///pBIJFwd0nKpIw4VycvLg6GhIbS1X79KmuKQVEddcVhUVAQfHx9s3rwZZmZmcu1QHJLqqCMOnz17hsTERJiYmMDV1RWmpqZwd3fHxYsXuX2aQxxSYlcHWVlZqKiogKmpKa/c1NQUmZmZyMzM5L5XtB0AMjMzIRKJ0KZNm2rrmJiYyLVvYmLC1SEtlzri8E3Z2dlYuXIlZs2axZVRHJLqqCsOFy5cCFdXV3h5eSlsh+KQVEcdcfjgwQMAQGBgIPz8/BAREYFevXphyJAhuHv3LoDmEYfajd2B5kwgEPC+Z4zxymrarkhNx1D1OKTlUFcc5ufnY+TIkejSpQsCAgKqbaO645CWqT5xePz4cURFReH69eu1akNRO6Rlq08cVlZWAgBmzZqFadOmAQB69uyJc+fOITQ0FMHBwQqPoaidxkQjdnXQrl07tGrVSi47f/bsGUxNTbnbCMq2A4CZmRlevXqFnJycaus8ffpUrv3nz5/LfeogLY864lCmoKAAw4cPR+vWrXH06FEIhUJuG8UhqY464jAqKgr379+HkZERtLW1uWkAH330ETw8PABQHJLqqSMOzc3NAQBdunTh1encuTMePnwIoHnEISV2dSASidC7d2+cPXuWV3727Fm4urrCzs4OZmZmvO2vXr1CTEwMXF1dAQC9e/eGUCjk1cnIyMCtW7e4Oi4uLsjLy8Ply5e5OomJicjLy+PqkJZLHXEIvB6p8/T0hEgkwvHjxyEWi3nHozgk1VFHHC5ZsgR//PEHbty4wX0BwPr16xEWFgaA4pBUTx1xaGtrC6lUipSUFN4x/vzzT9jY2ABoJnHYKI9saADZY9Xff/89S0pKYgsWLGD6+vosLS2NMfb6sWqJRMKOHDnCbt68yXx8fBQud2JpackiIyPZtWvX2ODBgxUud9K9e3cWHx/P4uPjmZOTU5N6rJo0rvrGYX5+PnN2dmZOTk7s3r17LCMjg/uiOCSqUsfvwzdByXInFIdEGXXE4fr165mhoSE7ePAgu3v3Llu2bBkTi8Xs3r17XJ2mHoeU2NXDd999x2xsbJhIJGK9evViMTEx3LbKykoWEBDAzMzMmI6ODnNzc2M3b97k7V9cXMw+++wzZmxszHR1ddmoUaPYw4cPeXWys7PZxIkTmYGBATMwMGATJ05kOTk5/8TpkWaiPnEYHR3NACj8Sk1N5epRHJKa1Pf34ZsUJXYUh6Qm6ojD4OBgZmlpyfT09JiLiwuLjY3lbW/qcShgjLHGGy8khBBCCCHqQnPsCCGEEEI0BCV2hBBCCCEaghI7QgghhBANQYkdIYQQQoiGoMSOEEIIIURDUGJHCCGEEKIhKLEjhBBCCNEQlNgRQgghhGgISuwIqQMPDw8IBILG7obapKWlQSAQwNfXt7G7Umu+vr4QCARIS0tr7K5wGis+NCEuU1JS4OXlBVNTUwgEAtja2jZ2l+pt7dq10NHRwaNHjxqsjalTp8LGxgYlJSUN1gZpHrQbuwOENLba/iGkl7UQ0jAqKirwwQcf4MGDB5g8eTIsLCxgZGTU2N2qlxcvXiAoKAgzZ86ElZVVg7WzfPly7N27F+vXr8fSpUsbrB3S9FFiR1q8gIAAubIVK1ZAIpFgwYIFCvfZs2cPioqKGrhn/xwLCwvcuXMHEomksbuiERorPpp7XKampuLOnTuYNWsWtm3b1tjdUYtvvvkGeXl5+Pzzzxu0nQ4dOmDMmDEICQnBvHnzoK+v36DtkaaLEjvS4gUGBsqVrVixAkZGRgq3AYC1tXXDduofJhQK4ejo2Njd0BiNFR/NPS6fPHkCADAzM2vknqhHWVkZQkNDMWDAALz11lsN3t6kSZNw+PBhhIeHY+bMmQ3eHmmaaI4dIXWgaC7Trl27IBAIsGvXLpw4cQLOzs7Q09ODhYUFli9fjsrKSgDA3r170bNnT+jq6sLa2hpr165V2AZjjPujYGhoCD09PfTp0wehoaEq97OyshI7d+5Ev379YGxsDD09Pdja2mLMmDG4cOECV0/ZHDvZeZaXl2PlypWws7ODjo4OOnbsiC1btijt9+7du+Hm5gYjIyPo6enBwcEBn376KR4+fMirW1BQgICAAHTt2hW6urowMjLC8OHDcfHiRZXPUaaiogLBwcHo0KEDxGIxHBwcsGbNGu66v+nChQsYPXo02rVrBx0dHTg4OGDZsmUKR7zKy8sRHBwMe3t7iMVidOjQAcHBwXjw4EG1162qqvFx7tw5DBw4EPr6+mjbti2mTp2K7OxsXv2qP5MHDx5g7NixaNOmDfT19TF06FD8/vvvcv1UR7sy27dvR9euXSEWi2FlZYXFixejpKQEAoEAHh4eCvdRJDs7GwsXLuRix8TEBN7e3khKSuLVs7W1hbu7O4DXH6wEAgHX7+rI5lg+ePAA69evR9euXaGjo8P9TKqbgxkYGAiBQIDz589zZefPn4dAIEBgYCCuXbuGYcOGwcDAABKJBB988EGt5nJGREQgMzMTH3/8Ma88LCwMAoEAa9asUbjf6dOnIRAIMH/+fK7M1tYWtra2yM3Nxbx582BlZQVtbW3e9RkxYgT09fURFhamch+J5qERO0LU7OjRozhz5gzGjBmDAQMG4NSpU1i1ahUYY2jTpg2+/PJLeHl5wc3NDYcPH8aiRYtgbm6OiRMncsdgjGHSpEn46aef0LFjR0yYMAEikQhnz57FjBkzkJSUpDQhrGrp0qX4+uuvYW9vjwkTJsDAwADp6emIjY1FVFQU3NzcVDonHx8fJCYm4r333kOrVq1w4MABzJkzB0KhEH5+frx++/j4YP/+/bCwsICPjw8MDQ2RlpaG/fv3Y/jw4dyo0osXL+Dm5obbt29j0KBBGDZsGPLy8nDs2DG88847OHjwIMaMGaPydV+wYAESEhIwbtw4iMViHDlyBIsXL8a9e/ewfft2Xt1t27bB398fbdq0wejRo9G+fXtcuXIFQUFBiI6ORnR0NEQiEVd/+vTp+OGHH2Bvb485c+agtLQUGzZsQHx8vMr9kzlx4gROnjyJ0aNHY/bs2bhw4QL27NmD+/fvK0xo09LS4OzsjC5dumD69Om4f/8+d43u3LkDU1NTtbf7xRdfYOXKlTA3N8cnn3wCbW1tHDx4EMnJybU61+zsbPTv3x/37t2Dh4cHxo8fj7S0NBw6dAinTp3C2bNn4eLiAuD1z+/GjRvYvXs33N3dueTx7bffVqmtuXPnIiEhASNHjsSoUaNUvi7KXL16FWvWrIGHhwdmzZqF69ev4+eff8bNmzdx69YtiMXiGo9x7tw5AED//v155d7e3li4cCF27tyJRYsWye23c+dOAJAbdSstLcXgwYNRUFCA0aNHQyQS8c5TJBKhd+/eiIuLQ2FhId2ObakYIUQOAGZjY6N0u7u7O3vzv09YWBgDwIRCIbt8+TJXnp+fz0xMTJienh4zMzNj9+/f57Y9fPiQiUQi1r17d96x/ve//zEAbMaMGaysrIwrLy0tZaNHj2YA2NWrV2s8D2NjY2ZhYcEKCwt55ZWVlSw7O5v7PjU1lQFgU6dOVXiezs7OLC8vjytPTk5m2trarFOnTrz63333HQPAhgwZwoqKinjbioqKeG1OmDCBAWChoaG8epmZmczKyoq1b9+eFRcX13iOU6dOZQCYqakpS09P58oLCgqYk5MTA8AuXLjAld++fZtpa2uznj178vrDGGPBwcEMAFu7di1XFhkZyQCwPn368M4pIyODmZmZVXvdqpLFh7a2Nrt48SJXXl5ezjw8PBgAFh8fz5XLfiYA2OrVq3nHWrZsGQPAgoOD1d5uSkoKa9WqFbO2tmZZWVm869m1a1cGgLm7uzNVTJ8+nQFgS5cu5ZVHREQwAMzBwYFVVFRw5dHR0QwACwgIUOn4jP3987e0tGR//fWX0u2pqaly2wICAhgAFh0dLdcHAGzfvn28+pMnT2YAWHh4uEp969u3L9PS0mKlpaVy2+bMmcMAsJiYGF7506dPmVAoZM7OzrxyGxsbBoB5enrK/d+qauHChQwAi4qKUqmPRPPQrVhC1GzixIno27cv972BgQFGjRqFoqIizJ49mzfXxsrKCgMHDsTt27dRXl7OlW/evBn6+vrYvHkztLX/HlgXiUQICgoCAISHh6vUH5FIxDsG8PpJYGNjY5XPKTg4GIaGhtz3nTp1woABA5CSkoKCggKu/LvvvkOrVq2wdetW6Orq8o6hq6vLtZmVlYX9+/djyJAhmDZtGq+eqakpFi1ahOfPnyMyMlLlPs6bNw9SqZT7vnXr1vjiiy8AALt37+bKt2/fjvLycmzcuFHuGixevBjt27fnXdsff/wRwOunDquek5mZGe9WmaomTJiAAQMGcN+3atUKU6dOBQBcuXJFrr6dnZ3cqM6MGTOU1q9vu+Hh4aioqMDnn3+Otm3bcuWtW7fGsmXLVG7v1atXCA8PR9u2beX2GzZsGIYNG4a7d+8iLi5O5WNWZ9GiRWqdY+jm5gZvb29e2fTp0wGoft0fP34MIyMj3uivzKxZswD8PTons3v3bpSVlfFGwqtas2aN3P+tqmQjeI8fP1apj0Tz0K1YQtSsZ8+ecmXm5uYAFN9WMjc3R0VFBZ4+fQoLCwsUFRXh5s2bkEqlWL16tVz9srIyAFDptti4ceOwbds2dOvWDd7e3nB3d4eLi0utb9H06tVLrszS0hIAkJubCwMDAxQWFiIpKQkdOnSAg4NDtce7cuUKKioqUFJSovABlbt37wJ4fY6jRo1SqY+DBg1SWnbjxg2uLCEhAcDr+U+KEkehUMi7trK5bK6urnJ1FZXVpKZr+aYePXpAS0tL5fr1bVdd55ucnIzi4mJ4eHhAT09PbruHhwd+/fVX3LhxAwMHDlT5uMr069ev3seoqrY/J0Wys7OVLnHi5OQEFxcXHDp0CJs2beKeSA8NDUXr1q3lkkoAEIvFcHJyqrbNqh+eSMtEiR0halZ1ZEtGNmJW3TZZwpaTkwPGGNLT07FixQql7RQWFtbYl40bN+Ktt97Crl27sGrVKqxatQpisRjjxo3DN998g3bt2ql0ToqWQZH1u6KiAsDff+wsLCxqPN6LFy8AAJcuXcKlS5eU1lPlHGVMTEwUlmlpaSEvL0+ubdnIZ03y8/OhpaXFG72Sqcs8LlWuZX3q17fd/Px8AED79u3l6tfmfGXHUbaP7MnXqj+b+qjvnLo3qeO66+rqori4WOn2Tz75BNOmTcPevXvh7++PixcvIjk5GX5+fmjdurVcfRMTkxrX3ZS1pyiZJi0D3YolpImRJX+9e/cGY0zpV3R0dI3HEgqFWLRoEW7fvo309HT89NNPGDRoEPbs2cN7WEMdZH8I09PTa6wrO8fPP/+82nNUtMagMs+ePVNYVllZyfsjLWs7Pz+/2rar1q+srFT49OjTp09V7l9zIbs+z58/l9tWm/OVHUfZPrJyRR926kJZwiMb7aw61UFGXUmlMu3bt+c+SCji7e0NIyMj7nas7F9lt2FVWUxd1p6ixJy0DJTYEdLEGBgYoHPnzrhz506tbrXVRCqVwsfHBxEREXBwcEBkZGS1owm11bp1a3Tp0gWpqancrVRl+vbtC4FAUKenSpWJjY1VWlb1FrizszOAv2/J1qRHjx4AoHAumLrmhzUl6jpfR0dHiMViXLlyReESMjExMQBUf+q1rtq0aQNA8QeO69evN2jbTk5OKCkpUTrfTVdXF5MmTcL169cRExODgwcPonv37rw5urWVkpLCtU1aJkrsCGmC5s2bh6KiIvj5+Sm8HZmamlrjelqlpaWIioqSewVaYWEhCgoKIBQK0apVK3V2G3PmzEFFRQX8/f3lksaSkhJuNMHMzAzjxo1DXFwc1qxZo/A1bYmJibV6i8LGjRu5BW4B4OXLl/jyyy8BAFOmTOHK/f39oa2tjblz5yp8d2dubi7vD75sZHPlypW893BmZmbi22+/Vbl/zcX48eOhpaWFdevW8UYpCwsLVb59Dbx+aMfHxwdZWVkIDg7mbYuMjMQvv/yCDh068B7oaAh9+vQBALn18A4dOsQllw1Fti7f5cuXldaRPUQxYcIE7v98fSQmJsLc3LzGea5Ec9EcO0KaoFmzZiEhIQG7d+/GpUuXMHToUEilUjx9+hTJyclITEzETz/9VO0L0ouLizFkyBC89dZbcHZ2hrW1NV6+fImTJ08iMzMT//nPfxQ+rVcfs2fPRkxMDA4cOAAHBwe8//77MDQ0xMOHD/Hrr7/i+++/59am27JlC1JSUrB48WL88MMPcHFxgUQiwaNHj/Dbb7/h7t27yMjIUHmuUN++fdGjRw94e3tDR0cHR44cQVpaGvz8/Hjr9XXr1g1btmzB7Nmz0alTJ4wYMQL29vbIz8/HgwcPEBMTA19fX+6VVkOHDsXEiROxd+9eODk5wcvLC6WlpThw4ACcnZ1x4sQJuYcbmrNOnTphyZIl+Oqrr+Dk5ISPP/4Y2traOHLkCJycnHDr1i2VzzckJAQxMTFYtWoV4uLi4OzszK1jp6enh7CwsAa/dmPGjIGdnR127dqFR48eoWfPnrhz5w6ioqIwYsQInD59usHa9vLywsKFCxEZGYkPP/xQYZ1u3brB1dUVcXFxEIvFmDRpUp3bu3//PlJTUzF79uw6H4M0f5TYEdIEyVbcHzFiBHbs2IGTJ0/i5cuXMDExgYODA9auXYuhQ4dWewx9fX2EhITg3LlziI2NxbNnz9CmTRs4OjoiJCRE4VN36uj3vn374OnpiZ07d2LPnj1gjMHCwgLjxo1D7969ubrGxsaIi4vD5s2bsX//fuzduxeVlZUwMzNDjx49sHz5cpUf7gCADRs24MCBA9i5cyceP34MKysrhISEKHxHp5+fH95++22sW7cOFy5cwPHjxyGRSGBtbY2FCxdyy4DI7Nq1C46OjggNDcWmTZtgaWmJBQsWYMiQIThx4oTa5ok1FUFBQbC0tMSmTZuwbds2mJiYYPz48Zg/f36tzrd9+/ZITEzEypUrcezYMcTGxkIikcDLywsBAQHo1q1bA5/J69ud586dw8KFCxEVFYWEhAT0798fFy5cwMmTJxs0sbO1tYWnpycOHDiAb7/9FkKhUGG9qVOnIi4uDmPHjoWRkVGd25MtzSMbBSQtk4ApugdCCCGkRjt37oSfnx83AqjpIiMj8e6772Lx4sUICQlp7O40C2fOnMGwYcOwb98+pR+m/P39sXXrVsTExKj8Npg3lZeXo2PHjrC1tUVUVFR9ukyaOUrsCCGkBpmZmTA1NeU9lZieno4BAwbg8ePHSE1NVbpeWXP0/PlzGBsb8+Zg5ubm4t1338XVq1cRFxfHvQqM1MzT0xNPnjzBH3/8IXfr+fnz57Czs4O1tbXc+3NrIywsDDNmzMCVK1d4I+Ok5aFbsYQQUoPVq1fj1KlTGDRoEExMTPDw4UOcPHkSBQUFCAwM1KikDgD27t2LtWvXYvDgwZBKpcjIyEBERASePXsGX19fSupqadOmTQgPD0dGRga3zuOpU6dw7do1HDp0CIWFhbVa2kcRgUCAHTt2UFJHaMSOEEJqEhERgXXr1uH3339HTk4OxGIxunfvDn9/f0yYMKGxu6d2ly9fRlBQEK5cuYIXL16gVatW6Ny5M3x9feHv769RD4s0Fl9fX+zevRtSqRSfffYZli5d2thdIhqCEjtCCCGEEA1BH7sIIYQQQjQEJXaEEEIIIRqCEjtCCCGEEA1BiR0hhBBCiIagxI4QQgghRENQYkcIIYQQoiEosSOEEEII0RCU2BFCCCGEaIj/B0L/Fq1b/A/RAAAAAElFTkSuQmCC",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"english = Transport(args, sections, 'h.English_Channel'); ds.append(english)\n",
"plotPanel(english, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Fram Strait"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fram = Transport(args, sections, 'h.Fram_Strait'); ds.append(fram)\n",
"plotPanel(fram, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Florida Bahamas"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"#florida1 = Transport(args, sections, 'h.Florida_Bahamas', debug=True); ds.append(florida1)\n",
"#plotPanel(florida1, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Florida Bahamas extended"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"florida2 = Transport(args, sections, 'h.Florida_Bahamas_extended'); ds.append(florida2)\n",
"plotPanel(florida2, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Florida Cuba"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"florida3 = Transport(args, sections, 'h.Florida_Cuba'); ds.append(florida3)\n",
"plotPanel(florida3, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Gibraltar Strait"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"gibraltar = Transport(args, sections, 'h.Gibraltar_Strait'); ds.append(gibraltar)\n",
"plotPanel(gibraltar, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Iceland Norway"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"#iceland = Transport(args, sections, 'h.Iceland_Norway', debug=True); ds.append(iceland)\n",
"#plotPanel(iceland, observedFlows=sections) "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Indonesian Throughflow"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"indo = Transport(args, sections, 'h.Indonesian_Throughflow'); ds.append(indo)\n",
"plotPanel(indo, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Mozambique Channel"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"mozambique = Transport(args, sections, 'h.Mozambique_Channel'); ds.append(mozambique)\n",
"plotPanel(mozambique, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Pacific undercurrent"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"euc = Transport(args, sections, 'h.Pacific_undercurrent'); ds.append(euc)\n",
"plotPanel(euc, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Taiwan Luzon"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"taiwan = Transport(args, sections, 'h.Taiwan_Luzon'); ds.append(taiwan)\n",
"plotPanel(taiwan, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Windward Passage"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"windward = Transport(args, sections, 'h.Windward_Passage'); ds.append(windward)\n",
"plotPanel(windward, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Robeson_Channel"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"roberson = Transport(args, sections, 'h.Robeson_Channel'); ds.append(roberson)\n",
"plotPanel(roberson, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Yucatan_Channel"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"yucatan = Transport(args, sections, 'h.Yucatan_Channel'); ds.append(yucatan)\n",
"plotPanel(yucatan, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Bosporus_Strait"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {},
"outputs": [],
"source": [
"#bosporus = Transport(args, sections, 'h.Bosporus_Strait', debug=True); ds.append(bosporus)\n",
"#plotPanel(bosporus, observedFlows=sections)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Save netcdf"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Saving netCDF file with transports...\n",
"\n"
]
}
],
"source": [
"print('Saving netCDF file with transports...\\n')\n",
"if not os.path.isdir('ncfiles'):\n",
" os.system('mkdir -p ncfiles')\n",
" \n",
"# create a dataaray\n",
"labels = [];\n",
"for n in range(len(ds)): labels.append(ds[n].label)\n",
"var = numpy.zeros((len(ds),len(ds[0].time)))\n",
"ds_out = xr.Dataset(data_vars={ 'transport' : (('sections', 'time'), var)},\n",
" coords={'sections': labels,\n",
" 'time': ds[0].time})\n",
"for n in range(len(ds)):\n",
" ds_out.transport.values[n,:] = ds[n].data\n",
"\n",
"ds_out.to_netcdf('ncfiles/'+args.casename+'_section_transports.nc')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python (mom6-tools)",
"language": "python",
"name": "mom6-tools"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
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