{ "cells": [ { "cell_type": "markdown", "id": "8176fcde-f5dc-4a55-8044-12c791d8d455", "metadata": {}, "source": [ "# Tracer budgets MOM6 NCAR configuration\n", "The following variables are required at double precision output for closing the **heat** budget:\n", "\n", "'opottemptend', 'T_advection_xy', 'Th_tendency_vert_remap', 'boundary_forcing_heat_tendency', 'opottempdiff', 'opottemppmdiff',\n", " 'frazil_heat_tendency', 'KPP_NLT_temp_budget', 'T_lbdxy_cont_tendency'\n", " \n", "The following variables are required at double precision to close the **salt** budget: \n", "\n", "'S_advection_xy', 'Sh_tendency_vert_remap', 'boundary_forcing_salt_tendency', osaltpmdiff', 'osaltdiff', \n", "'KPP_NLT_saln_budget'*1e-3 (because there is a bug in the conversion factor), 'S_lbdxy_cont_tendency'\n", " \n", "A short run with all this output at double precision is available here: /glade/scratch/deppenme/archive/gmom.e23.GJRAv3.TL319_t061_zstar_N65.testbudget2.001/ocn/hist/\n", " \n", "Description of what they are can be found in the labels of the plot below. \n", "\n", "\n", "--------------\n", "\n", "TO DO: \n", "- test different vertical coordinate\n", "- test different temporal resolutions" ] }, { "cell_type": "markdown", "id": "7bf4f7e4-c0ee-422d-93e5-891409c8b7d2", "metadata": {}, "source": [ "### Load modules, start cluster" ] }, { "cell_type": "code", "execution_count": 1, "id": "08bf9a8b-58ee-4142-a3bc-3c88a40734eb", "metadata": {}, "outputs": [], "source": [ "# Load required modules\n", "import warnings\n", "warnings.filterwarnings(\"ignore\") # I don't want any warnings (: \n", "\n", "# the usual suspects\n", "import numpy as np\n", "from datetime import date\n", "from matplotlib import pyplot as plt\n", "import cartopy.crs as ccrs\n", "import xarray as xr\n", "import glob\n", "import nc_time_axis # it says I need this to plot.. not sure \n", "\n", "# dask helpers \n", "from distributed import Client\n", "from ncar_jobqueue import NCARCluster\n", "\n", "# get mom6-tools \n", "import mom6_tools" ] }, { "cell_type": "code", "execution_count": 2, "id": "b847c1bc-2f88-4d6a-a6bb-fa064da3ca73", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cluster = NCARCluster(cores=4,\n", " processes=1,\n", " resource_spec='select=1:ncpus=1:mem=10GB',\n", ")\n", "cluster.scale(40)\n", "client = Client(cluster)\n", "client" ] }, { "cell_type": "code", "execution_count": 3, "id": "54838b55-e588-435f-ada9-a3acaaee9c00", "metadata": {}, "outputs": [], "source": [ "# get the data\n", "dirname = \"/glade/scratch/deppenme/archive/gmom.e23.GJRAv3.TL319_t061_zstar_N65.testbudget2.001/ocn/hist\"\n", "static = xr.open_dataset(*glob.glob(f\"{dirname}/*static*.nc\"))\n", "ds_hb = xr.open_mfdataset(\n", " sorted(glob.glob(f\"{dirname}/gmom.e23.GJRAv3.TL319_t061_zstar_N65.testbudget2.001.mom6.hm_0001_01_??.nc\")),\n", " coords=\"minimal\",\n", " data_vars=\"minimal\",\n", " compat=\"override\",\n", " use_cftime=True,\n", " parallel=True,\n", ")\n", "ds_hb.coords.update(static.drop(\"time\"))" ] }, { "cell_type": "markdown", "id": "e84499a4-7fd3-4ed4-8c25-e41403a7e257", "metadata": {}, "source": [ "## Heat budget " ] }, { "cell_type": "code", "execution_count": 4, "id": "6ba0f9b7-b4dd-4d85-aa42-fe9d95894c19", "metadata": {}, "outputs": [], "source": [ "# try for one location first \n", "ds_0N140W = ds_hb.sel(xh=-140, yh=0, method='nearest')" ] }, { "cell_type": "code", "execution_count": 15, "id": "70393c4c-14cb-4682-ac33-7d9b2610003f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(5,6))\n", "\n", "ax.plot(ds_0N140W.opottemptend.isel(time=5), ds_0N140W.zl, label='grid cell time tend')\n", "ax.plot(ds_0N140W.T_advection_xy.isel(time=5), ds_0N140W.zl, label='horizontal convergence advective heat flux')\n", "ax.plot(ds_0N140W.Th_tendency_vert_remap.isel(time=5), ds_0N140W.zl, label='across layer adv remapping vertical')\n", "ax.plot(ds_0N140W.boundary_forcing_heat_tendency.isel(time=5), ds_0N140W.zl, label='boundary forcing')\n", "ax.plot(ds_0N140W.opottempdiff.isel(time=5), ds_0N140W.zl, label='parameterized dianeutral diffusion')\n", "ax.plot(ds_0N140W.opottemppmdiff.isel(time=5), ds_0N140W.zl, label='parameterized mesoscalte neutral diffusion')\n", "ax.plot(ds_0N140W.frazil_heat_tendency.isel(time=5), ds_0N140W.zl, label='frazil ice formation')\n", "ax.plot(ds_0N140W.KPP_NLT_temp_budget.isel(time=5), ds_0N140W.zl, label='Non-local KPP')\n", "ax.plot(ds_0N140W.T_lbdxy_cont_tendency.isel(time=5), ds_0N140W.zl, label='Lateral diffusion')\n", "\n", "ax.set_ylim(500,0)\n", "ax.legend(loc='lower left')\n", "ax.set_title(r'0$^{\\circ}$N, 140$^{\\circ}$W')\n", "plt.savefig('hb_0N140W_mom_zstar.png', bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 6, "id": "bebae6e2-de73-418b-aaef-618638492a70", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(5,6))\n", "\n", "ax.plot(ds_0N140W.opottemptend.isel(time=5), ds_0N140W.zl, label='grid cell time tend')\n", "ax.plot((ds_0N140W.T_advection_xy\n", " + \n", " ds_0N140W.Th_tendency_vert_remap\n", " +\n", " ds_0N140W.boundary_forcing_heat_tendency\n", " +\n", " ds_0N140W.opottempdiff\n", " +\n", " ds_0N140W.opottemppmdiff\n", " +\n", " ds_0N140W.frazil_heat_tendency\n", " +\n", " ds_0N140W.KPP_NLT_temp_budget\n", " +\n", " ds_0N140W.T_lbdxy_cont_tendency).isel(time=5), ds_0N140W.zl, label='sum others')\n", "\n", "ax.set_ylim(500,0)\n", "ax.legend(loc='lower left')\n", "\n", "plt.savefig('hb_0N140W_mom_zstar_lhs_rhs_doubleprec.png', bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 8, "id": "c6fffe98-e9b5-47ea-ae9c-2303808706ad", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 718 ms, sys: 22.2 ms, total: 740 ms\n", "Wall time: 4.01 s\n" ] } ], "source": [ "%%time\n", "xr.testing.assert_allclose(ds_hb.opottemptend, \n", " (ds_hb.T_advection_xy+ds_hb.Th_tendency_vert_remap+\n", " ds_hb.boundary_forcing_heat_tendency+ds_hb.opottempdiff+\n", " ds_hb.opottemppmdiff+ds_hb.frazil_heat_tendency+\n", " ds_hb.KPP_NLT_temp_budget+ds_hb.T_lbdxy_cont_tendency), rtol=1e-10)\n", "\n", "# This goes through so the heat budget is closed" ] }, { "cell_type": "markdown", "id": "7a002dce-d762-4c79-8fad-e7b6bb2b490d", "metadata": {}, "source": [ "## Salt budget " ] }, { "cell_type": "code", "execution_count": 5, "id": "27e50e0b-ea06-4dd7-908b-2fd1cf4b5a1e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, '0$^{\\\\circ}$N, 140$^{\\\\circ}$W')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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DP4KVAwxeARY2po5KkkxKJhXJqEHug/iyzZecvHuS4X8P51b8rbw3KkJW5mY0r1se0w/XzaDVwtoxusnHBiyECvVMHZEkmZxMKlKuOjl3Yl6HedxOuM3Qv4dyKeaSSeMJql8x46cSkFp2fw5nN0Cnj6BeB1NHI0klgkwqUp4CqgawqMsi0rRpDP17KEtPL2XfjX1ExEWgzXxXVDEIqm/CTvD0NF2H/fktsPMT2P0Z+A2BZq+YLiZJKmFkR72UL+5O7iztupRx28cx8/BMdbm1mTW1ytbCuawzzg7OOJd1po5DHWqXrV0kxRlrOhXxNL9CQHyk7g6vqAtZv6Ivgzb14boubaD7N/I2YknKRCYVKd9qlKnB2l5ruZt4l/D74VyOvUz4/XDCY8M5E32GbVe3ZWm5VLSpSO2ytdVk4+LggnNZZ6rZV8Nc82inXkJKWt4r5Yd+xH3UBYi6qBufov85+WEFAN0gyLpQsT64d4PyGQMgy9fT3X4sSVIWMqlIBaIoChVtK1LRtiJNqjTJ8lhKegrXHlwjPDacy/cvEx4bTvj9cLZe2Upscqy6noXGgpplamZp3egTjqO1Y67Hj4gpwHTC6am6OV/U5BGWkUAu6G4FfvisdCX2y9fTzV6pTxrl64FDDVmuRZIKQCYVqdBYmllS17EudR3r5njsXtI9tVWjTziX719mz409WeY9cbRyVBOMPuE4OzhT074mFmYW3IhJyrpjIeDBrZyXqqIuwL1wyDynio2TbgR83Xa61oe+1eHkIm8FlqRCIudTkUwqTZvGjbgbaqsm8yW1qKQodT0zxYwaNhUom2JN4OlWKIpC01prcYm+RvmkBw+HQppbg1Nd3e29aovDVZdEZEXip46cT6X4yZaKZFLmGnNql61N7bK1aUMb3UIh4Pph7h9bzpXI44TH3eCyNpbwuAeEW5gjaIUCvGAVB1XLUUZTmdq2VajnVJ/O9foQWL05ZvKSlSSZhEwqUskRcw2Or4BjKyDqAmXNbfCu6ot3rfZqq+PTQ2nAeQDmdZiXpXWz49ZB1l3dShW7KvSp14fe9XpTzV7OKS9JxUkmFcm0kuPgzF9w7De4rJt7ntotoMX/wKMXWJfNsnrIrn204Tyg0KJ6C1pUb6E+lpKewo5rO1gbtpZ5x+Yx79g8AqsF0te1L21rtsXSzLJYn5okPY1kUpGKn1YLV/6F0OVw+k9IjdfNzBg0WXf3VTlno5teu5dg9DFLM0u6OHehi3MXbsTdYN2Fday7sI4JuydQzqoc3et2p2+9vtQrJ8upSFJRkUlFKj5RFyH0N91Uv7HXdMUYvfuB73O6cvN5DCJMTkvn9v3kjCrFuatuX51X/V7lZZ+X2X9zP3+E/cHys8tZenopvhV96evaly7OXbC1KOLBlJL0lJFJRSpaiTFw6g9dq+T6Id188XXaQodpUP8ZsMz/P/Ub9wowRiWDmcaMltVb0rJ6S6ISo9hwaQNrwtYwdd9UPj/0OV1dutLHtQ8+FXyKZV4YSXrSyaQiFY1LuyFkEZzdpJsTvqI7dJgOPgOh7KN1nl9/hKSSWXmb8gz3HM4wj2EcizzGmrA1bLq8iTVha6jnWI++rn3p79YfG3M5ZkWSHpVMKlLhO/8P/DYQbMqB/3DwHQzVGj52jaxb95PyXikfFEXBr5IffpX8mNRkEpvDN/NH2B/MPDyTkNshfBP0jWy1SNIjkklFKlzxUfDnOKjsBaO2FepI9aIYqGtvaU9/t/70d+vPopOL+Drka9ZfXE+ver0K/ViS9DSQpe+lwiMEbHwTEu9Bnx8LvfSJUsRTCA/zGIZ/ZX8+PfQpEXERRXosSXpSyaQiFZ6Ta+D0Omj7DlTxKvTdF/UVKTONGR+1+AghBO//936xzxUjSU8CmVSkwnE/QtdKqREAzV8vkkMURz9HjTI1mBwwmcO3DvPr6V+L/HiS9KSRSUV6fELA+td0peb7zAOzoumqK66u8971ehNUI4jvjnzHhXsXiumokvRkkElFenwhi+HCNug4Q1cNuIgU1w1ZiqIwtflU7C3tefffd0nNPNujJEm5kklFenwH5+kuezV+sUgPY6Ypvtt8K9hUYGKTiZyJPsOR20eK7biSVNrJpCI9ntQk3XzuddqApmhPJ0uz4j1dW1VvBcCJuyeK9biSVJrJpCI9nsizINKhsmeRH8rKonhPVwcrB2qXrc3JuyeL9biSVJrl+VeqKMpCRVHuKIpyMtMyJ0VRtiqKEpbxvVymx95RFOWCoijnFEXpXFSBSyXE7YzTorJ3kR/K0qz4J97yquAlWyqSVAD5+ei3GOiSbdlkYLsQwhXYnvE7iqJ4AIMAz4xt5iiKIqfge5LdPgXmNrp53ouYpXnxN6y9K3hzJ+EOt+NvF/uxJak0yvOvVAixB4jOtrgXsCTj5yVA70zLVwghkoUQl4ELQEDhhCqVSLdOQGUPKIbpe61MkFS8KugGcZ6MkpfAJCk/HvWvtLIQ4iZAxvdKGcurA9cyrXc9Y1kOiqK8pChKsKIowZGRkY8YhmRSQuhaKpULf/S8IaZoqbg7uWOumMt+FUnKp8L+KzV0z6fBKoBCiPlCiMZCiMYVK1Ys5DCkYpGaAInRxdJKAdO0VIQQlLEsw5X7V4r92JJUGj3qX+ltRVGqAmR8v5Ox/DpQM9N6NQBZme9JZWkHDZ+H4EUQ/m+RH87WsviLas8Onc295Hv0d+tf7MeWpNLoUZPKemB4xs/DgT8zLR+kKIqVoigugCtw6PFClEq0Lp+DUx344yVddeIiZGdVvPd8hN4JZcmpJfR360/zas2L9diSVFrl55bi5cB+oL6iKNcVRXkR+AzoqChKGNAx43eEEKeA34HTwGbgVSFEelEFL5UAVvbQbwHE3Ya/Xtf1sxSR4mypJKUlMeW/KVSxq8Jb/m8V23ElqbTL869UCDHYyEPtjaz/MfDx4wQllTLV/aHd+7BtGhz9FRoNLZLDmGkUrC00UAwV6WeHzib8fjjzO87H3tK+6A8oSU8IOaJeKhzNXwfnVvD3JIi6WGSHsSuG1or+stcAtwEEVgss8uNJ0pNEJhWpcGg0utkezSxgzYuQllIkh7Et4n6VzJe93vR/s0iPJUlPIplUpMLjUB16fg8RR2HXJ0VyiKJuqfxw9AfC74czvfl0edlLkh6BTCpS4fLoCa6dIHR5kezezqpok8rm8M20rN5SXvaSpEckk4pU+JIfFFktsDLWRZtU3Mq5EREnh1ZJ0qOSSUUqXELA7dNQyaNIdm9vZW64REMhaVS5EZdiL3EvqWjH3EjSk0omFalw3b8BybG6IpNFoIy1RZHsV69hpYaA7g4wSZIKTiYVqXDdPq37XqloJu0qW8SXv7wqeGGhseDonaNFehxJelLJpCIVrjundN8rNSiS3dsXcUe9lZkVnuU9ZVKRpEckk4pUuG6fgrI1wMaxSHZf1B31oLsEdjLqJElpSUV+LEl60sikIhWu26eLrD8FMvepFF13fcNKDUnTpnEq6lSRHUOSnlQyqUiFI/Ee/PMeRJ6Bqr5FdpiiHqcC4FfJDzPFjI8OfMS+iH1FfjxJepLIpCI9nvRUOPgjzGoI+2fr5ldp/lqRHc7KouhP2XLW5fg66GsS0xIZs3UMY7eN5cK9C0V+XEl6EhT/rEfSk0EIOPc3bJ0CURfApQ10/hiqeBfpYS00xfM5qF2tdrSs3pLfzvzG/OPz6fdXP/q69uVVv1epYFOhWGKQpNJItlSkgrt5HJb0gBWDQdHAc7/DsD+LPKEAWJgZmrG6aFiaWTLCawSb+m7iOffnWBe2jmf+eIZ5x+aRkJpQbHFIUmkik4qUf/dvwp+vwo+tdXd5PfMljN0Hbp1BKZ5/9uZmxX/KOlo7MilgEut6r6NFtRbMDp1Nj7U9WHdhHelaOQedJGUmk4qUt5QE2D0TvveHYyuh+TgYfxQCRutK3RcjSxMkFb3aZWvzTdtvWNJlCZXtKjPlvyk8u+FZ9kfsN1lMklTSyKQiGafVwrEVumSy82Nw7QDjDkGnj4psHEpezIvx8pcxjSo3Ytkzy/ii9RfEpcbx0taXZGe+JGWQHfWSYeH/6m4RvhkK1RpC/4VQ2/Tl4C1M2FLJTFEUurh0oW2ttiw/s1x25ktShpLxFyqVHLdPwYohsLgbxEdC3wUwakeJSChQvB31+WFlZqV25g92H8y6sHV0+6Mb847NIzY51tThSVKxky0VSTf/yck1cGQp3AgGCzto9z40exUsbU0dXRaaYrohoKAcrR2ZHDCZwe6D+TbkW2aHzmbB8QV0qN2B/m79aVy5MUoJjV2SCpNMKk8rIeDaITj6C5xcC6nxUNEdOn8CPoPArrypIzQoNV1r6hBype/MPxd9jtXnV7Px0kY2Xd5E7bK16eval551e8pLY9ITTSaVp038XV3n+5Ff4O45XavEqy80Gg41GhfbrcGPKqWEJxW9+k71ea/Ze7zV+C22XtnK6vOr+SbkG74/8j1BNYPo59aPwKqBmGnMTB2qJBUqmVSeBtp0uLRTl0jObgJtKtRoAj2/B88+YFXG1BHmW3Jq6Ugqetbm1vSo24MedXtwKfYSf5z/g/UX17Pt6jaq2lWlj2sf+tTrQxW7KqYOVZIKhUwqT7KYq3B0GYQug9hrYOMEAS9Bo6FFNt9JUSstLRVD6jjUYUKTCYxvNJ6d13ay5vwa5oTOYd6xebSo1oJ+bv1oXaM1FpriHfsjSYVJJpUnTVoynNuk63S/uEO3rG5b6PQh1H8GzK1MG99jKm0tFUMszSzp7NyZzs6duf7gOn+E/cGfF/7kfzv/RwWbCvSu15u+9fpSs2xNU4cqSQUmk8qT4s5ZOLoUji2HhCjdRFlt3ga/IVCutqmjKzQp6U9WWZQaZWowvtF4XvF7hb3X9/JH2B8sPLmQn078RNOqTenn2o/2tdpjaWZp6lAlKV9kUinNkuPg1FpdX8n1Q6CxgPpddZ3uddvCE9gJ/CS0VAwx15jTtlZb2tZqy+3426y7sI61F9by9p63cbRypEfdHvR37U8dxzqmDlWSciWTSmkjBNwIgSNL4OQfkBIHFdx0pVN8BoF9RVNHWKRKc59KflW2q8wY3zGM9hnNgYgDrAlbw/Kzy1l6eikNKzWkr2tfOjt3xsbcxtShSlIOMqmUJslx8OcrcPpPsLAFz77QaBjUDCjxtwIXluS0Jz+p6GkUDc2rN6d59eZEJUbx18W/WBO2hin/TeH7I9/zbdtv8a5Y9NMNSFJByDItpcW9K7CwM5z5C9q+D2+dg96zoVbTpyahPM3K25RnhNcI1vdez8+dfsbCzIIRm0ew/uJ6U4cmSVnIpFIahP8HC9pCzDV4bhW0mQjWZU0dlUmU1DItxUVRFAKqBrCi2woaVmrIe/++x8zDM0nTppk6NEkCZFIp+YIXwi89dWNMRm/XlZ9/imme7pyicrR2ZF7HeQxpMISlp5fyyrZXZAFLqUSQSaWkSk+FDW/ChjegThCM2gYVXE0dlck97S2VzMw15kwOmMyM5jMIvh3M4I2D5ZwuksnJpFISxUfB0j4Q/DM0H6+bA95Ek2KVNDKn5NTHtQ8LOy8kMS2RIZuGsOPqDlOHJD3FZFIpaW6dhAVBugrCfebrRsI/geNNHpVsqRjmV8mPFd1WUMehDq/vfJ15x+ahFU/PnXJSySGTSklyej383El36Wvk3+D7rKkjKnFkUjGusl1lFnddTI86PZgdOpsJuyeQkJpg6rCkp4xMKiWBVgu7Poffh0Ildxi9E2r4mzqqEkl21OfOysyKj1t+zITGE9h+dTtD/x7K9QfXTR2W9BSRScXUUuJh9QjY9Qn4DoYRm6BsVVNHVWLJ2RPzpigKwz2HM7f9XG7G32TwxsEcunnI1GFJTwmZVEzt8E+6EfJ120PvuWBhbeqISjQz2VTJt+bVm/NDux+ISY7hzd1vyj4WqVjIpGJqvs+BSxu4uB1Wj4TEGFNHVKI52sq5RvLr6J2jTNg9AWszayYHTEajyD93qejJs8zU7CvC0HXQfqquo/7HVnDtsKmjKrGc7GQJ+LwIIVh6eikvbH4BG3Mbfn3mV7rX6W7qsKSnhEwqJYFGA63ehBf+0f2+sDPs/VrXgS9l4WQrk0pu4lPjmbhnIjMPz6RVjVYs776c+k71TR2W9BSRSaUkqdkExuwFj56wfTos7Q0Pbpk6qhLFwUZe/jLmUswlntv4HFuvbOV/jf7Ht22/pazl01kjTjIdmVRKGhtH6L8IeszSDYCc2wLCtpo6qhJDIzvqDdocvpnBGwcTkxzD/I7zedH7RdmHIpmEPOtKIkUB/+EwZjeUqQLL+sPmd3Xzz0tSJqnaVD4/9DkTd0/EtZwrv3f/naZVm5o6LOkpJpNKSVaxPozaDk1Gw4HZ8HNHiLpo6qhMTrZVdCITIhn1zyh+PfMrz7k/x6LOi6hsV9nUYUlPOZlUSjoLa+j2JTy7TDdR14+t4dgKU0clmVjwrWAG/DWAM9Fn+LzV57zT9B0szGR/k2R6MqmUFg26w9j/oKovrB0Df7wEyQ9MHZVUzIQQLD65mFFbRlHGsgy/PfMbz9R5xtRhSZJKJpXSxKEGDP8Lgt6BE6t0rZbz/4AQpo7MJNLSn65brq/dv8brO1/nq5CvaFerHcu7LadeuXqmDkuSsjA3dQBSAWnMIGgyOLeCP1+F3wZCzabQ/gNwbmnq6IpVfHI6DrZP/ueiu4l3mXdsHmvOr8FcY86ExhMY5jFM1kGTSiSZVEor5xYw7jAcXQq7v4DF3aBuO2g3Bao3MnV0xSI5LR14cvsR7qfcZ/HJxfx65ldS01Pp59aPMT5jqGhb0dShSZJRMqmUZmYW0PgFXXXjwz/D3q9gQVtw7w7t3odKDUwdYZFKTnsyL38lpSWx/OxyfjrxE/dT7tPVpSvj/MZRq2wtU4cmSXmSSeVJYGEDzcdBo2FwYC7s/wHmBILPs7pLZU4upo6wSOhaKk+ONG0a6y6sY+6xudxJuEPL6i15vdHruDu5mzo0Sco3mVSeJNZlIWgSBIyG/76Fg/Ph5Gpdsmk9EcpWM3WEhSop9cloqWiFlq1XtvLD0R8Ivx+Ob0VfPmv1GU2qNDF1aJJUYDKpPIlsnaDjDGg6FvZ+CSFLIPQ3XbJp8QbYlTd1hIWitF/+EkKw/+Z+vjvyHaejTlPPsR6z2s4iqGaQ7ISXSq08b51RFKWmoig7FUU5oyjKKUVRXs9Y7qQoylZFUcIyvpfLtM07iqJcUBTlnKIonYvyCUi5KFsVun0FrwWDZ1/YPxu+84Wdn0LSfVNH99hK8+WvE5EnGL1lNGO2jiEmKYaPW37M6h6raVurrUwoUqmWn/sx04C3hBANgGbAq4qieACTge1CCFdge8bvZDw2CPAEugBzFEUxK4rgpXwq5wx95sLY/VC3Lez+TJdc/psFqYmmju6RJZfCy1+XYi7xxs43eG7Tc4TFhDE5YDJ/9fmLnnV7YqaRfyZS6Zfn5S8hxE3gZsbPDxRFOQNUB3oBQRmrLQF2AZMylq8QQiQDlxVFuQAEAPsLO3ipgCq5w7NLIeIo7PgItk6BA3Og9QRoOAzMS9dcJaWppXIz7iZzj83lz4t/YmNuwyt+rzDMYxh2FnamDk2SClWB+lQURXEGGgIHgcoZCQchxE1FUSplrFYdOJBps+sZy7Lv6yXgJYBateStksWqWkN4fg2E/wc7PoSNb+laLW3fBe8BugGWpUBp6FO5l3SPn078xIqzKxAIhjQYwijvUThZO5k6NEkqEvlOKoqi2ANrgP8JIe7nct3X0AM56ogIIeYD8wEaN278dNYZMTXnFjDyb7iwXTcp2Nox8O83ujEu7t11JfhLsJJ8+SshNYFfTv/C4lOLSUxLpGfdnrzi+wpV7auaOjRJKlL5SiqKoligSyjLhBB/ZCy+rShK1YxWSlXgTsby60DNTJvXACIKK2CpkCkKuHbQjcY/sx52fgwrn4fq/tB+KtRpY+oIjUoqgZe/UrWprDm/hnnH5hGVFEW7mu0Y32g8dR3rmjo0SSoW+bn7SwF+Bs4IIb7O9NB6YHjGz8OBPzMtH6QoipWiKC6AK3Co8EKWioRGA569dZ35vWbDg9vwS0/4pTfcOGLq6AxKKUGXv7RCy+bLm+m9rjcfH/yY2mVr8+szv/Jdu+9kQpGeKvlpqbQAhgInFEUJzVj2LvAZ8LuiKC8CV4EBAEKIU4qi/A6cRnfn2KtCiJL3kVIyzMwcGj4PXv0heKFunMuCtuDRS1dXrIKrqSNUlZQ+lQM3D/BNyDfqWJPZ7WfTqnoreWuw9FTKz91f/2J8sr32Rrb5GPj4MeKSTM3CGgJf0SWYA3Ng3/dwZgP4Pacr/eJQw9QRmrylcibqDN8e+ZZ9EfuoaleVj1t+TDeXbvLWYOmpJkfUS7mzLqtLIk1G6QpWHv4Jjv+uG53f8k2Tjs43VUvl2oNrfH/0e/6+/DcOVg5MaDyBQe6DsDKzMkk8klSSyKQi5Y9dBejyKTQbC7s+17VeQpZAi/HQ7BWwsi/2kIq7pRKVGMX84/P5/fzvmCvmjPYezUivkZSxLFOscUhSSSaTilQwjrWg92xdMtnxoe5usYM/6gpWNh4J5sX3ab24Bj/Gp8bzyynd7cHJ6cn0de3Ly74vU8m2Ut4bS9JTRiYV6dFUrA/P/grXQ2D7NNg8SVdbrO07upL7xdCvUNQtldT0VFadX8WPx38kOimajrU78lrD13BxeDKnEpCkwiCTivR4avjD8L/g4k7YNg3WjYX/vtPdKeberUgHUKYU0Rz1WqHln/B/mHVkFtfjrtO4cmO+b/c9PhV9iuR4kvQkkUlFKhx120KdIN0Ayu0fwsohUL0xdJgKLq2L5JBFMaJ+f8R+vgn5hjPRZ3Ar58ac9nNoWb2lvD1YkvJJJhWp8CiKbjxL/W5w7DfY9Rks6aEbrd/+A13NsUJUmC2VU1Gn+DbkWw7cPEA1u2p80vITutXphkbJTyFvSZL0ZFKRCp+ZuW62Se+BuluQ934F84N0v/f6odA68wujoz4lPYXp+6ez/uJ6HK0cebvJ2zxb/1kszUpXxWZJKilkUpGKjoU1NB+nSzD/facbnZ+eAv0X6crCPCbtYzZU0rXpvLP3HbZc2cKLXi/yoveL8vZgSXpMMqlIRc+6LLSfAjaOsOV92FwZun7+2J34luaPnpiEEHx88GO2XNnChMYTGO45PO+NJEnKk0wqUvFp/ho8uAX7f4AyVaDVm4+1OwuzR09KP4T+wKrzq3jR60WZUCSpEMmkIhWvjh9C3G3d/C32laHhkEfelYXZo7VUlp5eyvzj8+nn2o/XG73+yMeXJCknmVSk4qXRQK85EB8J618D+0rg2vGRdvUoSeWvi38x8/BMOtTqwJRmU+StwpJUyOT9klLxM7fUjcav4gW/D4PrwY+0m4ImlV3XdjHlvyk0rdqUz1t/LqsJS1IRkElFMg2rMjBkta6lsmwA3L1Q4F1Ymue/lRFyO4QJuyfg7uTOd22/k7cMS1IRkUlFMh37SvD8H6Bo4Nc+uk78AjDP523JZ6PPMm77OKraVWVuh7nYWdg9SrSSJOWDTCqSaZWvC0NWQXwU/NofkmLzvWl+Ln9dvX+Vl7e+jL2lPQs6LaCcdbnHiVaSpDzIpCKZXvVG8OwvEHkGVj4Pacn52swij8tfdxLu8NLWl0gX6fzY8Ueq2FUpjGglScqFTCpSyVCvA/SaDZf3wNox+Roub5lLSyU2OZYxW8dwL+keczvMpY5DncKMVpIkI+QtxVLJ4TtIN4Zl6we6MSxdPst11L2xPpWE1ATGbR/HlftXmNNhDl4VvIoqYkmSspFJRSpZmo+HB7fhwGyo1Qw8+xhd1dzIiPqvgr/i+N3jfNXmK5pVbVZUkUqSZIC8/CWVLIoCnT4Ch5pwbEWuq5ppciaVlPQU/r78N93rdKdD7Q5FFaUkSUbIpCKVPBqNbl6WC9shMcboaobaKf/d+I8HqQ/o4tylyMKTJMk4mVSkksmzL2hT4dwmo6sY6m7ZHL4ZBysHmlWTl70kyRRkUpFKpuqNwKEWnFqb702S0pLYdW0XHWp1wEJjUXSxSZJklEwqUsmkKODZCy7uhMR7hlfJdgHs3xv/kpCWQGfnzsURoSRJBsikIpVcnn10l8DOGr4Elv3y1+bwzThZO9GkSpNiCE6SJENkUpFKrmqNwDF/l8ASUhPYc30PHWp1wFwj75SXJFORSUUquRRF11q5tBMSog08/LCpsuf6HhLTEuniIu/6kiRTkklFKtk8+4A2Dc5uzPFQ5qtfm8M3U8GmAo0qNSq+2CRJykEmFalkq+oHjrUNXgLTN1TiU+PZe30vHWt3lBNvSZKJyaQilWzqJbBdOS6B6VsqO6/tJEWbIgc8SlIJIJOKVPJ59gGRDmf+yrJY36fyz+V/qGRbCb9KfiYITpKkzGRSkUq+qr5QzsXgJbD7Kff5N+JfOjt3RqPI01mSTE3+FUoln6KAR0/dXCtJ97Ms3ndjH2naNDrV7mTCACVJ0pNJRSod6nXQXQIL36suEgL2ReyjjGUZOWeKJJUQMqlIpUPNZmBhp6tcnEGr1bIvYh/NqjaTAx4lqYSQSUUqHcwtwaUVXHyYVKJTr3M74TaB1QJNGJgkSZnJpCKVHnXbw71w9dfwhKMABFaVSUWSSgqZVKTSo177LL9eSQildtna1ChTw0QBSZKUnUwqUunhVEdXYDLDtcQTspUiSSWMTCpS6aEouktgGdJEMi2qtzBhQJIkZSeTilS6ZLoEpsFMzp0iSSWMTCpS6eLSWv2xqrU7dhZ2JgxGkqTsZFKRShdrB/XHWjZ+potDkiSDZFKRSq165nVMHYIkSdnIpCKVWg0f3DJ1CJIkZSOTilSqCCEQGT/XunfIpLFIkpSTTCpSqRIWE6b+XDN6H2i1JoxGkqTsZFKRSpVtV7apP9umRMG1AyaMRpKk7GRSkUqVLeFb1GmE0xRLOLXOlOFIkpSNTCpSqXEx5iIXYy+qv18t3wJO/ykvgUlSCSKTilRq6Fopivr7hYodIO6WvAQmSSWITCpSqbHlyhYaVW6k/n6lfCswt5aXwCSpBJFJRSoVLsVc4kLMhSxz0aeY2emmGZaXwCSpxJBJRSoV/rnyDwoKHWp3yPqAZx95CUySSpA8k4qiKNaKohxSFOWYoiinFEWZnrHcSVGUrYqihGV8L5dpm3cURbmgKMo5RVE6F+UTkJ4OW8K30LBSQyrZVsr6gFsXeQlMkkqQ/LRUkoF2QghfwA/ooihKM2AysF0I4Qpsz/gdRVE8gEGAJ9AFmKMoilkRxC49JS7FZlz6cu6U80Ere3DtKC+BSVIJkWdSETpxGb9aZHwJoBewJGP5EqB3xs+9gBVCiGQhxGXgAhBQmEFLT5et4VsB6FAr66UvITIKtnj0lpfAJKmEyFefiqIoZoqihAJ3gK1CiINAZSHETYCM7/rrEtWBa5k2v56xLPs+X1IUJVhRlODIyMjHeArSk27LFd2lr8p2lQ2voF4CW1u8gUmSlEO+kooQIl0I4QfUAAIURfHKZXXFwDKRY4EQ84UQjYUQjStWrJivYKWnT3hsOOfvnc9y15eevqHy8BLYenkJTJJMrEB3fwkhYoBd6PpKbiuKUhUg4/udjNWuAzUzbVYDiHjcQKWn05YrWwBy3vWVnbwEJkklgqJelza2gqJUBFKFEDGKotgAW4DPgTZAlBDiM0VRJgNOQoi3FUXxBH5D149SDV0nvqsQIt3YMRo3biyCg4OzLEtNTeX69eskJSU9xtOTSrvIhEgURaGCTQV12f2YWBRAWNtS1tpCt1Bo4f4NsLQHm3KGdyY9dW7cuJFSsWLFm6aO4wmjBU6mpaWN8vf3v5P9QfN87KAqsCTjDi4N8LsQYoOiKPuB3xVFeRG4CgwAEEKcUhTld+A0kAa8mltCMeb69euUKVMGZ2dnFMXQFTXpSZecnoz2npbKdpWzJJXbN26ioCDKOFK5rPXDDaJtICUBKruDPGckID09Pc3Ly+uuqeN4kmi1WiUyMtLj1q1bPwE9sz+eZ1IRQhwHGhpYHgW0N7LNx8DHBQ/3oaSkJJlQnnIJqQkAlLEok78NrB0gKRbSksHCOu/1JUkqMI1GIypWrBh769Ytg33rJXpEvUwoT7c0bRoAFmYWBh/PcXZoMtbL2E6SpKKh0WgERvJHiU4qphQVFYWfnx9+fn5UqVKF6tWrq7+npKQ80j6DgoLI3ndkSqtWraJBgwa0bds2y3KtVsv48ePx8vLC29ubJk2acPny5cc6VkxMDOXLl1fHluzfvx9FUbh+/ToAsbGxODk5oc1091a6SEejaNAoGsLDw/ntt99yP4gmY4xtLldbFy5ciLe3Nz4+Pnh5efHnn3/mustp06bx5ZdfAvDBBx+wbdu2XNdfv349n332GQDr1q3j9OnTuceczYgRI3BxcVHPtebNmxdoe1MLDw/Hyyu3m0ML7sCBAzRt2hQ/Pz8aNGjAtGnTcl1/165ddO/eHYCDBw9qtm7damds3d9//72sl5dXgzp16ni6uLh4vvTSSzUeJcZz585Zzps3z+lRttWbMWNGpQcPHpT6/8n56VN5KpUvX57Q0FBA94/F3t6eCRMmmDaoQvbzzz8zZ86cHEll5cqVREREcPz4cTQaDdevX8fOzujfZb44OjpSpUoVzpw5g4eHB/v27aNhw4bs27ePgQMHqv84NJqHf1Np2jTMMoox6JPKc88993Cn2ZsqmozTOaOlkp6ejpnZw2IO169f5+OPP+bIkSM4ODgQFxdHQcZIzZgxI891evbsSc+eusvM69ato3v37nh4eOT7GABffPEF/fv3L9A2uUlLS8PcvPT+qQ8fPpzff/8dX19f0tPTOXfuXL63PXz4sNmVK1fsO3bsGG/gMeu33nqr1vr16y80bNgwKTU1la+++uqRxjeEhYVZrVy50unll1+OfpTtAX788cfKo0ePji5Tpkypvi++1GfF4hQSEkKbNm3w9/enc+fO3Lypu6kkKCiISZMmERAQgJubG3v37gUgMTGRQYMG4ePjw7PPPktiYqK6ry1bthAYGEijRo0YMGAAcXG6ogXOzs5MnTqVRo0a4e3tzdmzZwGIi4tj5MiR6qfsNWvW8PPPP/PGG2+o+1ywYAFvvvlmjriXL1+Ot7c3Xl5eTJo0CdD9g/z33395+eWXmThxYpb1b968SdWqVdV/8DVq1KBcuXK5xj1jxgyaNGmCl5cXL730EobuKmzRogX79u0DYN++fbzxxhtZfm/evDnh4eG0atWKRo0a0aVlF44dPgbA5MmT2bt3L35+fvy4YD7p6elMf/8dmjRpgo+PDz/++CNozNm1L5i2XXry3HPP4e3tneX4d+7coUyZMtjb2wNgb2+Pi4uL+to1adIEX19f+vXrR0JCQo74R4wYwerVq3N9nxYvXsy4cePYt28f69evZ+LEifj5+XHx4kUaNXpYtj8sLAx/f/8cxzBm/PjxalL7559/aN26NVqtlhEjRvDyyy/TqlUr3Nzc2LBhgxrHgAED6NGjB506dSI+Pp4XXniBJk2a0LBhQ7WFdurUKQICAvDz88PHx4ewsDDi4+Pp1q0bvr6+eHl5sXLlSsD4+R8SEoKvry+BgYHMnj3bYPxxcXG0b99efb30xzd2rOzvW9WqVQEwMzNTk/ShQ4do3rw5DRs2pHnz5jmSTXh4OKtXrzafN29eZXd3d4/NmzfbZ378k08+qfLWW2/dbNiwYRKAhYUFkydPjgQ4f/68ZWBgoJubm5tHYGCgW1hYmCVAv379nEeMGFGzYcOG7jVq1PBetGhROYD33nuvenBwsL27u7vH9OnTK6WlpTFmzJgaXl5eDdzc3Dy++OKLCgAbNmwoExAQUL9Lly51XFxcPHv27Omi1Wr56KOPKt25c8eiTZs2bk2bNnXL94lREgkhTP7l7+8vsjt9+rT687T1J8XAefsK9Wva+pM5jmnM1KlTxcyZM0VgYKC4c+eOEEKIFStWiJEjRwohhGjTpo148803hRBCbNy4UbRv314IIcRXX32lrnPs2DFhZmYmDh8+LCIjI0WrVq1EXFycEEKIzz77TEyfPl0IIUTt2rXFrFmzhBBCzJ49W7z44otCCCHefvtt8frrr6sxRUdHi7i4OFGnTh2RkpIihBAiMDBQHD9+PEvsN27cEDVr1hR37twRqampom3btmLt2rVq3IcPH87xfK9duyZq164tfH19xZtvvimOHDkihBC5xh0VFaVu//zzz4v169fn2O+iRYvU18PPz08kJiaKFi1aCCGE6NChg9i+fbuIj48XiYmJQgghtgVvE95+3kIIIXbu3Cm6desmhBDi1vUI8cVnM8Xk96cKIYRISkoS/v7+4tLFi2LnqgXC1tZGXLp0Kcfx09LSRKdOnUTNmjXFiBEjssR49+5d9ef33ntPfQ+mTp0qvvjiCyGEEMOHDxerVq0SQhh/nxYtWiReffXVHOsLIURQUJA4evSoEEKId955R90+s+HDhwtnZ2fh6+srfH19xXPPPSeEECI+Pl54eHiIHTt2CDc3N3HhwgV1/c6dO4v09HRx/vx5Ub16dZGYmCgWLVokqlevrr4v77zzjli6dKkQQoh79+4JV1dXERcXJ8aNGyd+/fVXIYQQycnJIiEhQaxevVqMGjVKjSkmJkakpKQYPf+9vb3Frl27hBBCTJgwQXh6euZ4XqmpqSI2NlYIoTuP6tatK7RarcFjZTd9+nTh6OgoevfuLebNm6eeH7GxsSI1NVUIIcTWrVtF3759hRBZz5UxY8akTJky5ZoQIjj7V4MGDeL37dt3ytBjbdu2jZk1a9ZlIUTwN998c7l9+/b3hBDBffv2vdulS5fotLS04ODg4JM1a9ZMEkIE//XXX+eCgoJi9Nt/8cUX4RMnTrwhhAhOSEgI8fT0jD9z5szxv/7665y9vX3ahQsXjqWlpQX7+vrGbd68+awQIrhatWrJERERoYbiKYlfoaGh4cLA//PS2yYuZsnJyZw8eZKOHTsCuksr+k9PAH379gXA39+f8PBwAPbs2cP48eMB8PHxwcfHB9BdIz59+jQtWrQAICUlhcDAQIP7+uOPPwDYtm0bK1asUNfRtxzatWvHhg0baNCgAampqTk+nR8+fJigoCD0VQuGDBnCnj176N27t9HnWqNGDc6dO8eOHTvYsWMH7du3Z9WqVSQmJhqNe+fOncycOZOEhASio6Px9PSkR48eWfbbokULPvvsMy5fvoyzszPW1tYIIYiLiyMkJISAgABSU1MZN24coaGhpJFG+MVwgzHu3rOb0+fO8fdf6wBdn0zYhQtYajQENPJVWyCZmZmZsXnzZg4fPsz27dt54403CAkJYdq0aZw8eZL333+fmJgY4uLi6Nw57+Laht6n3IwaNYpFixbx9ddfs3LlSg4dOmRwPUOXv2xtbVmwYAGtW7fmm2++oW7duupjAwcORKPR4OrqSp06ddRWU8eOHXFy0l3m37JlC+vXr1f7h5KSkrh69SqBgYF8/PHHXL9+nb59++Lq6oq3tzcTJkxg0qRJdO/enVatWnHy5EmD539sbCwxMTG0adMGgKFDh/L333/neE5CCN5991327NmDRqPhxo0b3L592+Cxsvvggw8YMmQIW7Zs4bfffmP58uXs2rWL2NhYhg8fTlhYGIqikJqamud7kF9Hjx61+/vvvy8CjB07Nnr69OlqX0vPnj1jzMzM8Pf3T4qKijJ4F8m2bdvKnj171nb9+vXlAB48eGB2+vRpa0tLS+Ht7R1ft27dVABPT8+EixcvWhZa4CVAqUgqU3t4mjoEhBB4enqyf/9+g49bWVkBun9caWkP7z4ydAebEIKOHTuyfPnyfO9LCGFwX6NGjeKTTz7B3d2dkSNHGjzWo7CysqJr16507dqVypUrs27dOjp16mQw7qSkJF555RWCg4OpWbMm06ZNMzho1dXVlXv37vHXX3+pycjf359Fixbh4uKCvb0906ZNo3LlyoSGhnLq7ikaVW+UYz/65/XJF9/wbJ/uWZbvWrsEO1sbo89LURQCAgIICAigY8eOjBw5kmnTpjFixAjWrVuHr68vixcvZteuXfl6jSDne25Mv379mD59Ou3atcPf35/y5cvnuU1mJ06coHz58kREZC1Qkf280P+euR9MCMGaNWuoX79+lnUbNGhA06ZN2bhxI507d+ann36iXbt2hISEsGnTJt555x06depEnz59DJ7/MTEx+bpLc9myZURGRhISEoKFhQXOzs4kJSXh5uaW41gffPBBju3r1q3L2LFjGT16NBUrViQqKoopU6bQtm1b1q5dS3h4OEFBQXnGkZmbm1vSwYMHbQMDAxPzXvsha2tr9Y/K2N+XEEL56quvrvbr1+9+5uUbNmwoY2VlpW6Uce48Ube5yj6VfLKysiIyMlL9o0pNTeXUqVO5btO6dWuWLVsGwMmTJzl+/DgAzZo147///uPChQsAJCQkcP78+Vz31alTJ3744Qf193v37gHQtGlTrl27xm+//cbgwYNzbNe0aVN2797N3bt3SU9PZ/ny5eqnSmOOHDmi/uPSarUcP36c2rVrG41bn0AqVKhAXFyc2u9gSGBgIN99952aVAIDA/n222/Vu5xiY2N1LUAF1q9cT3q67k6uMmXK8ODBA3U/QW2CWPLzfPXT6fnz54mPj9fdAWbkDz0iIoIjR46ov4eGhlK7dm0AHjx4QNWqVUlNTVXfs8eVPWZra2s6d+7M2LFjDX4AyM2VK1f46quvOHr0KH///TcHDx5UH1u1ahVarZaLFy9y6dKlHIkDoHPnznz//ffqP8GjR48CcOnSJerUqcP48ePp2bMnx48fJyIiAltbW55//nkmTJjAkSNHqF+/vsHz39HREQcHB/79918Ao69dbGwslSpVwsLCgp07d3LlyhUAg8fKbuPGjWrcYWFhmJmZ4ejoSGxsLNWr62rVLl682OBxbW1txYMHDwxOvfHOO+/c+vrrr6seP37cCnStr2nTplUGaNiwYfxPP/1UDuDHH390aty4cZyhfeg5ODikx8XFqcfp2LFj7Ny5cysmJycrAMePH7e6f/9+rv9v7ezs0mNjY0v9/+RS/wSKi0ajYfXq1UyaNAlfX1/8/PzUTmZjxo4dS1xcHD4+PsycOZOAAN0MABUrVmTx4sUMHjwYHx8fmjVrpl6yMOb999/n3r17eHl54evry86dO9XHBg4cSIsWLdRLYplVrVqVTz/9lLZt2+Lr60ujRo3o1atXrse6c+cOPXr0wMvLCx8fH8zNzRk3bpzRuB0dHRk9ejTe3t707t2bJk2aGN13ixYtuHbtGo0bNwZ0SeXSpUtqUnnllVdYsmQJzQObE34xXP20rY/D19eXHxfM5/nnhuDm7k6jRo3w8vJizJgxutaCojGaVFJTU5kwYQLu7u74+fmxcuVKvvvuOwA+/PBDmjZtSseOHXF3d8/19cmvQYMG8cUXX9CwYUMuXrwI6C4/KopCp04G5obJoO/c138lJyfz4osv8uWXX1KtWjV+/vlnRo0apSbz+vXr06ZNG7p27cq8efOwts458HPKlCmkpqaqt1JPmTIF0N3p5+XlhZ+fH2fPnmXYsGGcOHFC7bz/+OOPef/997G0tDR6/i9atIhXX32VwMBAbGwMtxKHDBlCcHAwjRs3ZtmyZeprbOhY2S1dupT69evj5+fH0KFDWbZsGWZmZrz99tu88847tGjRQv3wkV3btm3TN27c6Gioo75p06aJn3/++bXBgwfXqVOnjqebm5vnzZs3LQDmzp17denSpRXc3Nw8li9fXn7OnDnXDB4gQ0BAQKK5ubmoX7++x/Tp0yu98cYbd93d3ZO8vb0buLq6eo4ePbp2ampqri2S4cOH3+3atatrae+oz7P2V3EwVPvrzJkzNGjQwEQRlS7du3fnjTfeoH17gwUOSqWE1AQux16mVtlalLHMOqJeX6ZF41COCvZWWTeMuaobVV8la99SSfHll18SGxvLhx9+WCj7GzFiBN27dy/UW5CfJCdPnkzw8vI6Y+o4nkTHjh2r4Ovr65x9eanoU5EMi4mJISAgAF9f3ycqoYBu4COgjlMxxODHPo05aNN1rZUSVpGhT58+XLx4kR07dpg6FEkqMjKplGKOjo559sWUVvoSLeaaAp6iGjNA6KoWl7BZrNeuLfxJxIz1JUiSqcg+FalEyk9LxaBso+olSSpeMqlIJVKaNg1FUdAoxk9Rg1e3ZFKRJJOSSUUqkdK16ZgpZnmMgTDwmL5loy3wFD6SJBUCmVSkEilNpBW8PwVkS0WSTEwmlVzoCw/q6YsFFkTmUuiFISYmhjlz5uRr3ezxlyZmihmp2lS0ooAFW9MyRvI/SkLKJDIykqZNm9KwYUO1QGhhmDdvHr/88kuO5Y9bMr6kTatQEIUd+65du7KMIZs5c2bFH374oWDlCwyIiIgw9/HxcW/QoIHH5s2b7atXr+598+bNEnGzU/bYHnU/s2bNKj9s2LBaAEuXLnUMCQkp8Gx3JeIFeVKlpaVlKYVeGPRJ5ZVXXim0fRa37CXpDXG0ciQ2OZYHKQ9wsHIwuI7BC2MJUbrJuqzyOVukEdu3b8fd3Z0lS5bkul5+nktmL7/88mPFJeVt165d2NvbqwNq33777fzPb5CLDRs2lKlXr17SH3/8EV4Y+ytMRRHbunXrHNPS0mL9/f1z1lzKhWypPKIrV67Qvn17fHx8aN++PVevXgV0g9HefPNN2rZty6RJk7K0bjKPkraxsWH37t1ER0fTu3dvdYS6vpTLtGnTeOGFFwgKCqJOnTrMmjUL0JWAv3jxIn5+fkycONFoSfHc/PLLL/j4+ODr68vQoUPzfD7jx4+nefPm1KlTRy3B8uyzz7Jp0yZ1nyNGjGDNmjWkp6czceLErCXp0f2ht23bVi1Jr9VqeeWVV/D09KR79+4888wz6r5DQkLo1rEbz3Z4lh7P9MgxxUCXbs8Q2KoF+/fpSoOkp6czYcIEvL288GnVhe+XrgNFMVqqPa/3MTQ0lLfffptNmzbh5+eXZcoC0JW9nzFjBi1btmTVqlVGpwOYPHkyHh4e+Pj4qHPxZJ70y1jJ+Owt4u7du6u1yMaOHUvjxo3x9PRk6tSpeb7Xzs7OvPvuuwQGBtK4cWOOHDlC586dqVu3LvPmzVPX++KLL9T3LPN+e/fujb+/P56ensyfP19dbm9vz3vvvYevry/NmjXj9u3bOY5trDS9sSkh5s6dy9tvv53ldXjttdcA+PXXX9WR92PGjFFH0G/evJlGjRqpY7XCw8OZN28e33zzDX5+fgQHB2vefPPNah988EHlI0eOWHt7e6sjqs+dO2fp5ubmAbB3717bJk2a1Pf09GzQsmVL1ytXrmQpFLlv3z6bqVOn1ti5c6eDu7u7R1xcnJJ5P66urmqBwg8++KDym2++WS01NRUvL68GGzZsKAPw6quvVn/ttdeqA8yZM8fJ29u7gbu7u8dzzz1XOy0tjbS0NPr16+fs6urq6ebm5jF9+vRK2V9TQyX5c4sN4JVXXqlet25dTzc3Nw/9JGS//fabg75l07x5c7dr165laWBs3brVbtu2bY7vv/9+DXd3d49Tp05lG2WcC0Oli4v7K6/S92LTJCEWPlO4X5sm5ThmdhqNRi1B7uvrK2rWrKmWNe/evbtYvHixEEKIn3/+WfTq1UsIoStF3q1bN5GWliaEyFoKXW/9+vWiZcuWIiUlRYwbN05MmzZNCCHE9u3bha+vrxBCV3I9MDBQJCUlicjISOHk5CRSUlLE5cuXs5QWN1ZSXAgh7OzscjynkydPCjc3NxEZGSmEeFiyPrfn079/f5Geni5OnTol6tatK4QQ4o8//hDDhg0TQuhKpteoUUMkJCSIH3/8UXz44YdCiEwl6S9dEjt37hS2trZqSfpVq1aJrl27ivT0dHHz5k3h6OgoVq1alaXE+u342+KL+V+I4SOGCyEeTjFw63qEWLbkV9EmqK0QQog5c+aIvn37itToa0LcOCKibkfkWqo9M2PP29D7ple7dm3x+eefq6+5oekAoqKihJubm/pe3Lt3T31f9aX0jZWMz37sbt26iZ07d2Z5v9LS0kSbNm3EsWPH1NfG0DQGtWvXFnPmzBFCCPG///1PeHt7i/v374s7d+6IihUrCiGE+Oeff8To0aOFVqsV6enpolu3bmL37t1ZjpeQkCA8PT3VKQIAdeqAiRMnqu95ZsZK0xubEuLOnTvq+SWEEF26dBF79+4Vp0+fFt27d1eneBg7dqxYsmSJuHPnjqhRo4Z6TuljzfwanzhxIv6NN96I0Je/r1+/fsKpU6eOCyGC33333esTJ068kZSUFOLn5xd348aNUCFE8Pz58y/279//rshW6v277767PHTo0Dv63/Wl6s+ePXu8Xr16ifrlU6ZMufbGG29ECCGCDx8+fNLFxSXxjz/+OO/u7p6QmJgYEhIScrJt27YxSUlJIUKI4CFDhtz5/vvvL+/Zs+d0YGBgrH4/kZGRR7PHYKwkf/bY9F+3bt06Wrt27aT09PQs+7xz585R/bKvvvoqfNSoUbey76dv3753Fy5ceDH7PvVfsvT9I7CxsVFnfwTdJyf9td/9+/er5c6HDh2a5RPWgAEDjF4SCQsLY+LEiezYsQMLCwv+/fdf1qxZA+jK2EdFRREbGwtAt27dsLKywsrKikqVKhn8NCiMlBSvUqWKwePv2LGD/v37U6FCBQC1NHpuz6d3795oNBo8PDzUGLp27cr48eNJTk5m8+bNtG7dGhsbG7Zs2cLx48fVVkdsbCxhYWFYWloSEBCglqT/999/GTBgABqNhipVqqizT547d04tsS4QJKYkUq1qNTUWfbl5Hx8frl7VFSXctm0bL48Zg3lKLFiWwalCVaOl2rPL7Xnn5tlnnwWMT2NQtmxZrK2tGTVqFN26dVOnt9XLb8n47H7//Xfmz59PWloaN2/e5PTp0+qUCsboL796e3sTFxdHmTJlKFOmDNbW1sTExLBlyxa2bNlCw4YNAd2EWmFhYbRu3ZpZs2apgzavXbtGWFgY5cuXx9LSUn1O/v7+bN26NcdxjZWmNzYlRMWKFalTpw4HDhzA1dWVc+fO0aJFC2bPnk1ISIhaUy4xMZFKlSpx4MABWrdurZ5T+nM5N717947+9ddfnT755JNba9euLbdy5cpLx48ftwoLC7Np166dG+iKqFasWLFQ6ug3btw4aeDAgVGDBg2qt2PHjjPW1tZi8+bNZU6ePGnr6+vbACApKUlTqVKltGeffTbm2rVrVsOHD6/Zo0eP2D59+tzPvr/cSvIb4uTklG5lZaUdNGhQ7W7dusU+++yzsQCXL1+27N27d43IyEiLlJQUTc2aNZML4/lCaelT6Vp4Hd1FJfOtr8am3o2Pj2fgwIEsWLCAatV0/yiFgdpr+n3pS6uD8fLqxkqKGyOMlNDP7flkjkMfr7W1NUFBQfzzzz+sXLlSrZAshOD777/PMR/Jrl27cpRiNxZf5hLr4bHhpKSnqOs/LDevIS0t/eFzSkuE9BQoW83gfvIrP68NPHyPRS7TGBw6dIjt27ezYsUKfvjhhyzlWXJ7H8zNzdFqH96goH8/L1++zJdffsnhw4cpV64cI0aMyPW91tO/ZhqNJst7qdFoSEtLQwjBO++8w5gxY7Jst2vXLrZt28b+/fuxtbUlKChIPZ6FhYUav7FzM7fS9Mae+7PPPsvvv/+Ou7s7ffr0QVEUhBAMHz6cTz/9NMu669evz/f7pTd06NB7AwYMqDNo0KB7iqLg7e2dfOjQIZt69eolhoaG5l7V1Qhzc3OR7f3K0q1w6tQpmzJlyqRnFKtMFEIoAwYMiJo9e/aN7Ps6efLk6bVr15adM2dOpZUrVzqtWrUq/FFi0rOwsCA0NPTM+vXry65YsaLc3LlzKx04cOD8uHHjar3++uu3hgwZErthw4YyM2bMqJb33vJH9qk8oubNm6uTZi1btoyWLVvmuc3IkSMZOXJklomIMpfH37VrFxUqVKBs2bJG95G9nLqxkuLGtG/fnt9//52oqCgAoqOjH/n5DBo0iEWLFrF37141iXTu3Jm5c+fmLEmfTcuWLVmzZg1arZbbt2+rfQbZS6zbm9lz5vQZ4lNz7kOvU6dOzJs3j7R0AdYOREdHGy3Vnt2jPO/MjE0HEBcXR2xsLM888wzffvttlhYvkGvJeGdnZ0JDQ9FqtVy7dk2dzOv+/fvY2dnh4ODA7du389WyyY/OnTuzcOFCtS/oxo0b3Llzh9jYWMqVK4etrS1nz57lwIEDBdqvsdL0xqaEAF1LdN26dSxfvlxtDbZv357Vq1dz584dQHfOXrlyhcDAQHbv3s3ly5fV5ZDzbyQzT0/PZI1GwwcffFCtT58+0QA+Pj5J0dHR5tu2bbMDSE5OVoKDg/N911ONGjXSoqOjzW/dumWWmJio/PPPP+qdJUuWLHGMjo4237Fjx9kJEybUunv3rlmXLl3ub9iwodyNGzfMAW7fvm12/vx5y5s3b5qnp6czYsSImI8++ujGiRMnbLMfq6Al+WNjYzXR0dFmzz77bOy8efOunTlzxhZ0k4bVqlUrFWDx4sUG74yzt7dPz6tcvyGlo6VSAs2aNYsXXniBL774gooVK7Jo0aJc179y5QqrV6/m/PnzLFy4EICffvqJadOmMXLkSHx8fLC1tc3zbqPy5cvTokULvLy86Nq1K5MmTaJHjx40btwYPz+/PMu2e3p68t5779GmTRvMzMxo2LAhixcvLvDzAd0/82HDhtGzZ08sLXWT140aNYrw8HAaNWqEEIKKFSuybt26HNv269eP7du34+XlhZubG02bNsXBwUEtsT5+/HhiY2NJS0vj2dHP0sjX8GRdAKNGDuf8kX/x6TgICysbRo8ezbhx43Ls53//+x+enlknfHuU551Z5ukAkpN1VxA++ugjypQpQ69evUhKSkIIwTfffJNj20WLFvHCCy9ga2ubpWXXokULXFxc8Pb2xsvLS53b3tfXl4YNG+Lp6UmdOnXUS26Pq1OnTpw5c0ad48be3p5ff/2VLl26MG/ePHx8fKhfvz7NmjUr0H7ffvtthg8fztdff027du3U5fr5ZHx8fPDz81OnhADdjKYeHh6cPn1aXe7h4cFHH31Ep06d0Gq1WFhYMHv2bJo1a8b8+fPp27cvWq2WSpUqsXXrVnr06EH//v35888/+d///pfjn2Lfvn2jP/zwwxqff/75DdBNurVixYqL48ePr/XgwQOz9PR0ZezYsbcbN26cr7uerKysxFtvvXUzICCgQY0aNZLr1auXBHDz5k3zqVOn1ti2bdu5evXqpY4aNerOSy+9VPOPP/4If//992+0b9/eLeP5iFmzZl21tbXVvvjii85arVYBmDFjxvXsx5o7d+7V4cOHO3/33XdVypcvn/bLL7+E5xZbTEyMWffu3evp53X56KOPrgG89957EYMHD65buXLllMaNG8dfvXo1R0f8kCFDoseOHes8b968yqtXr77o6emZr0tksvS9ZDJxcXHY29sTFRVFQEAA//33n8G+oJtxN7mXfA+3cm6Ya8zV0vdWTuVxsLGAuNtwPwIqNgCLAt9WLz3BZOn7oiNL30slTvfu3YmJiSElJYUpU6YYvbmgnHU5opOiiU2OpbxNtpa6EBAfBRZ2MqFIUgkgk4pkMvmZBx7A2twaa3Nr7iXfw8n64R0+CkBKPKQnQ5nKRRKjJEkFIzvqpVKhnFU5ktOSSUrLdpk7IUpXRNLa0SRxSZKUlUwqUqngYOWAoijcS76nLlNEOiTGgE25jMm5JEkyNZlUpFLBTGNGWcuyxCbHqsssUmIBLdg+dq1ASZIKiUwqUqlRzqpclqrFFsnRYG4Dljlu55ckyURkUjFCP1o8s2+//bZA1YEXL15MRESE+vuoUaM4ffp0gWPZtWtXjjIfJZ2+QuzjCg0NVQtX2lrYYmH2sM6fWXoS2JWeVkr2kuwFldu0BwWZEiE/HrcU/+MYPHgwPj4+Bsf25Mft27fp3r07vr6+9OzZ06ZNmzb18trG1ta2IeiKQ86bNy/vei+SUTKpGDF48GB1pLXeihUr1HIkeUlPT8+RVH766Sc8PDwKNU49Q2UyTOlx/nlmljmpKIpCOaty6mOpaem6/pRCVlSvZWlKKqZy69Yt9u3bx/Hjx3njjTfytU329+uDDz6gY8eOHDt2jPXr1yfOnDkzRzkUY8LCwqxWrlwpk8pjkEnFiP79+7NhwwZ1lHR4eDgRERG0bNnSaKnzzCXRly9fTnBwMEOGDFHLp2eejCh7yW4wXircmMWLFzNgwAB69OhBp06diI+P54UXXqBJkyY0bNhQLYO/ePFievfuTY8ePXBxceGHH37g66+/pmHDhjRr1kwtb7FgwQKaNGmCr68v/fr1IyEhAdCVtX/55Zdp1aoVbm5ubNiwQd1vr1696NKlC/Xr12f69OlqbPoJwnbt2kVQUBD9+/fH3d2dIUOGqHW8Nm3ahLu7Oy1btmT8+PE5WmMpKSl88MEHrFy5Ej8/P1auXMmsz2Yx4e2JDHzuWYa+MYPwq9dp1aoVjRo1olGjRtknZ8Lb2xtfX18mT54MwMWLF+nSpQv+/v60atWKs2fPqs8x85QFmaml9b298fHx4fvvvwd0c640bNgQb29vXnjhBfVccXZ2ZurUqep0BGfPns1Rkn3v3r1ERkbSr18/mjRpQpMmTfjvv/+A/E97kJmhxwyVsw8PD6dBgwaMHj0aT09POnXqpJaeN1aKP7fpDIy9t4cPH6Z58+b4+voSEBDAgwcPaNWqVZZyNS1atMhSogV0o/vv3LmjvkahoaE0a9YMHx8f+vTpw717uhs1goKCePfdd2nTpg3fffddln3cvHmTGjUe1lls2rRpIuhKlgQGBrp5eHg0cHNz8/j1118dyea9996rHhwcbO/u7m6w9LyUD4ZKFxf3V16l7z87+JkY8feIQv367OBnOY6Z3TPPPCPWrVsnhBDi008/FRMmTDBa6lyIrCXRhchZjlz/u7GS3cZKhe/cuVN069YtR3yLFi0S1atXV7d/5513xNKlS4UQulLrrq6uIi4uTixatEjUrVtXLXletmxZMXfuXCGErhz6N998I4QQallzIYR47733xKxZs4QQuvL3nTt3Funp6eL8+fOievXqIjExUSxatEhUqVJF3L17Vy2Nrn+++rL7O3fuFGXLlhXXrl0T6enpolmzZmLv3r0iMTExy2swaNAgo88xcxn4qVOnCh9vbxEedknEPbgn4uPjRWJiohBCiPPnzwv9ubRp0yYRGBgo4uPjs7zG7dq1E+fPnxdCCHHgwAHRtm1b9TlmnrIgM7W0fsZ7ExUVpcZ/7tw5IYQQQ4cOVV/H2rVrq6/d7NmzxYsvvqjGri/JLoQQgwcPFnv37hVCCHHlyhXh7u6urpefaQ8yy/6YsXL2ly9fFmZmZuLo0aNCCCEGDBignjPGSvHnNp2Bofc2OTlZuLi4iEOHDgkhHp7XixcvFq+//roQQohz584JQ3/32Z9H5pimTJmibt+mTRsxduxYg6/F5s2bhYODgwgKChKvvvpqyuXLl48JIYJTUlKCo6KijgghgiMiIkJr1qyploS3sbFJF0IE//XXX+eCgoJihJFy7/JLlr5/LPpLYL169WLFihUsXLjQaKlzPX0RvNwYK9ltrFR4bjp27Khuv2XLFtavX69OApWUlKROttW2bVu15LmDgwM9evQAdOXQ9Z8WT548yfvvv09MTAxxcXFZ6lENHDgQjUaDq6srderUUT/hd+zYkfLldf0affv25d9//6Vx48ZZYgwICFA/Ofr5+REeHo69vT116tRRX4PBgwdnmQTKKKGlU8dO2NjYEKNNwj5dYdy4cYSGhmJmZsb58+cBXTn8kSNHYmtrq77GcXFx7Nu3jwEDBqi707cuwPiUBdu2bePll1/G3Nxc3dexY8dwcXHBzc0NgOHDhzN79mz+97//qa8F6MrC60vrG9pv5j62+/fvq4UQ8zPtQW6MlbOvVasWLi4u+Pn5qfGFh4fnWoo/r+kMsr+3Dg4OVK1aVS1Vry+QOmDAAD788EO++OILFi5cyIgRI3J9DtljGj58eJb3ztjfWufOnbl06RKbN29m2bJlGn9/f48TJ06cKl++fPr//ve/GgcOHLDXaDTcuXPH8vr16+a1atUqWdeOS7lSkVQmBUzKe6Ui0Lt3b958802OHDlCYmIijRo14saNG0ZLnYPxsveZCSNlz3MrFW5M9nLya9asoX79+lnWOXjwYI6S55nLoeuvSY8YMYJ169bh6+vL4sWLs4x4zx6v/ndjyzMzVMJfPGrNuZQENVHEpt7jx1lzqFy5MseOHUOr1WJtrSvVYug11mq1ODo65qgYrGfsvTO0r7zif1ii33BZeH08+/fvx8bGxuj2ee3DGGGknH14eHiOfScmJuZail/kMp2BsffW0L5sbW3p2LEjf/75J7///vtjz0uf29+ak5MTzz33HD4+PsmvvfZa6pYtW+zv379vFhUVZX7ixIkzVlZWonr16t6JiYmyC6CQyRc0F/b29gQFBfHCCy+oHfTGSp0bYqwEt7GS3cZKhedX586d+f7779V/eEePHi3Q9g8ePKBq1aqkpqZmKcUOsGrVKrRaLRcvXuTSpUtq4tq6dSvR0dEkJiaybt26fFfOdXd359KlS4SHhwOwcuVKg+tleQ21abqyLBmE0HI76jZVq1ZFo9GwdOlSdZrZTp06sXDhQrVfKDo6mrJly+Li4sKqVasythccO3Ysz1jV0voZ/9ijo6Nxd3cnPDxcPQ+WLl2qfqI2Jvv50KlTJ3744Qf1d2PJztj2uT1mrJy9MbmV4s/vdAZ67u7uREREcPjwYUB3Xulfu1GjRjF+/HiaNGmS56RaDg4OlCtXjr179wL5e41BNxGd/n2Pi4vjypUrVi4uLimxsbFmFSpUSLWyshJ//fVXmYiICEsDx0yPi4uTI2kfg0wqeRg8eDDHjh1j0KBBQNZS5/p55fWXgrLTd3Bnn+e8YsWKasluX19ftRn/9ttv884779CiRQv1n2NBTJkyhdTUVHx8fPDy8mLKlCkF2v7DDz+kadOmdOzYMUcJ/fr169OmTRu6du3KvHnz1BZBy5YtGTp0KH5+fvTr1y/HpS9jbGxsmDNnDl26dKFly5ZUrlwZBweHHOu1bduW06dP6zrqlywAHo5TsbMoS+9hvVm8ZDHNmjXj/Pnz6qfXLl260LNnT3VKAP0lwWXLlvHzzz/j6+uLp6enejNDbkaNGkWtWrXw8fHB19eX3377DWtraxYtWsSAAQPw9vZGo9Hw8ssv57qfHj16sHbtWrUTetasWQQHB+Pj44OHh0eWOeMNyTztQfaO+uyPderUieeee47AwEC8vb3p37+/0YSkt2jRIl599VUCAwOztJ5GjRqFh4cHjRo1wsvLizFjxuTacrK0tGTlypW89tpr+Pr60rFjR3VyL39/f8qWLcvIkSNzjUVvyZIlTJw4ER8fH0JDQ/nggw/y3CYkJITGjRvj4+PDkCFDbIYOHXq3TZs2CaNGjYo+duyYnZeXV4Nff/3VycXFJUdp+4CAgERzc3NRv3592VH/iGTpeylPI0aMoHv37vTv3z/Lcv30ypk/bReEvvS9EIJXX30VV1dX47eRpqfCndNg5cDtRCsUFCycyhIRfxknayeq2uecKlgqeSIiIggKCuLs2bNoNEX/mVaWvi86xkrfy5aKZDILFizAz88PT09PYmNjc1z/zyLuNggtlHlYHt9CsaCcdTnuJd8jJT2lGCKWHscvv/xC06ZN+fjjj4sloUimIVsqUsmXlqJrpdg6gWMtdZIu2/LlsbKAsJgwHKwcqG5f3dSRSiWMbKkUHdlSkUqvuFu67/Y5J/GyMLPAydqJmKQYktPyNdupJElFSCYVqWRLS9LNmWJXAcxz3KwDQAWbCmgUDXcSjd/dJElS8ZBJRSrZ7t8CRQP2xmd2NNeY42TtxP3k+ySmJRpdT5KkoieTilRypSZC0j2wqwiZqhMbom+tRCZEFlNwkiQZIpOKEVFRUfj5+eHn50eVKlWoXr26+ntKyqPdaZS5oKSpLF68mHHjxhXKvj755JNC2Y9R92/qpgq2y3u4gJnGjAo2FXiQ8oCE1IQCH2rdunWPNC3B+vXr+eyzzwq8XXYl4dwoDM7Ozty9e9ckx37U8zEgIKD+nj17cp2UZ8OGDWXatm1bD2DZsmUO7777bhWAiIgIcx8fH/cGDRp4bN682X7hwoXl6tSp49m0aVO3gsbxv//9r9q6devKPNKTKEFKRZkWUyhfvrw6wnnatGnY29szYcIE0wZVwnzyySe8++67RbPzlHhIjoUyVcFMd5qmpaWp9bcMcbJ2IiopijsJd3B2cC7Q4datW0f37t0LNDVBWloaPXv2pGfPngU6llQ0jJ2PWq0WIYTBum6PYsiQIbFALOiSTb169ZL++OOPcIBWrVq5fvfdd1d79OiR+0hTA7799tuIvNcq+WRLpQBCQkJo06YN/v7+dO7cmZs3bwK6T5mTJk0iICAANzc3taxEYmIigwYNwsfHh2effTbLqPrcyudnL5sOuoGCI0eOVMuvr1mzhp9//jnLYMEFCxbw5ptv5oh70aJFuLm50aZNG7W8OugGNeqLBMLDcvVguGx6ZpMnTyYxMRE/Pz+GDBkCwNdff42XlxdeXl58++23Bl9De3t73nrrLRo1akT79u2JjIxUY89Sdv/WJdCYM2LcpCwl6Q8dOkT3Xj1o37kj7YNaq9MDLF68mH59+/H686/T0qclX337lcHy/oZK3+/bt4/169czceJE/Pz8uHjxYr5L5Gdu+elbsn5+ftjY2LB7926j0xHkdm5k5uzszLvvvktgYCCNGzfmyJEjdO7cmbp162YZgW/o/YqPj6dbt274+vri5eWllsIxVrJ/8uTJeHh44OPjo36Aun37Nn369MHX1xdfX191aoHevXvj7++Pp6en0UKgv/76KwEBAfj5+TFmzBiDVSKMne+5TeOQuaXdvXt3du3aleN81Jf4nzFjhqWnp6fHxYsXLYcMGVLLy8urQb169TzfeOONagaDzmT16tVlXVxcPP39/euvXr3aUb981qxZ5YcNG1Zr3759NlOnTq2xc+dOB3d3d4+33nqrakhIiP1rr71We8yYMTX06+m3a9u2bb0NGzaUSUtLo1+/fs6urq6ebm5u6sj9fv36OS9atKgcwJ9//lmmQYMGHm5ubh4DBgxwTkxMVACqV6/u/cYbb1TTl+8/evSodV7Po9gZKl1c3F95lb6/+fHHIvz5oYX6dfPjj3Mc05ipU6eKmTNnisDAQHHnzh0hhBArVqwQI0eOFELoynC/+eabQgghNm7cKNq3by+EEOKrr75S1zl27JgwMzMThw8fzrN8vqGy6W+//bZa9lsIIaKjo0VcXJyoU6eOSElJEUIIERgYKI4fP54l9oiICFGzZk1x584dkZycLJo3b66Wkh8+fLhYtWqVuq6+XL2xsunZ6dcXQojg4GDh5eUl4uLixIMHD4SHh4c4cuRIjm0A8euvvwohhJg+fboaS5ay+5MmiFkfvi3Eg9s5StLHxsaK6+FXxe3rN8X6jX+r0wPoy/vHxMaI/ef2C/sy9mLOnDlCiKzl/XMrfZ/5tchvifzspfmFEGL9+vWiZcuWIiUlxeh0BMbOjexq166d5Xl4e3urUxhUrFgx1/dr9erVYtSoUeq+YmJijJbsj4qKEm5ubkKr1aqxCiHEwIED1dcuLS1NxMTECCEeTiWgn/JA//7Vrl1bREZGitOnT4vu3bur5+bYsWPFkiVLDD4/Q+d7btM4ZH69u3XrJnbu3CmEyHo+Xr58WSiKIpYuXZooMkq137p166gQIjg1NTW4SZMmDw4cOHBKCBHcpEmTB7t37z4tMpV1j4+PD6lcuXLK8ePHT6Snpwd37do1Wl8S/7vvvrs8dOjQO9l/zr6v7I8FBQXF/PXXX+f27NlzOjAwMFa/PDIy8qgQIrhv3753Fy5ceFF/7GPHjp0QQgT37t377vTp068KIYKrVauW/NFHH10VQgR/+umnVwYOHBgpClCuvjC/ZOn7x5ScnMzJkyfp2LEjoJu4qGrVh6VBMpc61xdJ3LNnD+PHjwfAx8cHHx8fgDzL5xsqm75t27YsM1GWK6eb8bBdu3Zs2LCBBg0akJqaire3d5a4Dx48SFBQEBUrVgR05cKNFcDUM1Y2vXXr1ka3+ffff+nTp49ae6tv377s3btX3YeeRqNRa509//zz6nPNUnb//j06t2kOthWArCXpdSPvX+JS+GXMzM1Jz1SDqm3btjiUdaC+ZX3sy9rTtnNb4GF5/7xK3+s9aol8gLCwMCZOnMiOHTuwsLAwOh2BsXPDEP3lNW9vb+Li4tQpDKytrYmJiTH6frVq1YoJEyYwadIkunfvTqtWrYyW7B83bhzW1taMGjWKbt26qROm7dixg19++QXQVSHW12ebNWsWa9euBeDatWuEhYWpUyCArjUUEhKilr9PTEykUiXDfWOGzvfcpnHIr9q1a+Pn56cWi1uyZInT4sWLK6SlpSmRkZEWx44ds9ZP4JVdaGiodY0aNZK9vb2TAYYMGRL1008/VSxQAEa4u7snX7t2zWr48OE1e/ToEdunT5/7mR8/duyYdY0aNZJ9fHySAUaMGBE1e/bsSsAdgOeee+4eQEBAQML69esLf+rTx1QqkkqVorpuXwBCCDw9Pdm/f7/Bx42VOjdUAlwIkWv5fEP7EkbKiY8aNYpPPvkEd3d3o0X6jJU0Nzc3R6vVqvvX34AgjJRNz414xMoM+tjUsvv1nVk891t2hZyBjFIemUucT5kyhRbNm7P450VExj2gW+eO6mP6183RyhEzjRn3xX2EEGp5/7xK3+s9aon8+Ph4Bg4cyIIFC6hWTXd1RRiZjiDzc89L5mkKsk9hoC81b+z9CgkJYdOmTbzzzjt06tTJaP+Pubk5hw4dYvv27axYsYIffviBHTt2GFx3165dbNu2jf3792Nra0tQUJBaMFJPCMHw4cP59NNP8/38sp/vhl63kJAQ9ZwFchw3s8zv09mzZy1/+OGHyiEhIWcqVqyY3q9fP+ekpKRcL//n9/0xxtzcXGSONTk5WQNQsWLF9JMnT55eu3Zt2Tlz5lRauXKl06pVq8L16+X1t2RtbS30+09LS3u8IIuA7FPJJysrKyIjI9WkkpqayqlTp3LdpnXr1moJ8ZMnT6qTYRWkfL5e9jLp+mlVmzZtyrVr1/jtt9/U8vyZNW3alF27dhEVFUVqaqpa9h1017NDQkIA+PPPP9XS5vktm25hYaFu07p1a9atW0dCQgLx8fGsXbuWVq1a5dhGq9Wq/Ti//fYbLVu2BDLK7lepQmrUVZat2wzmVjm2BV1LpUoVXQtx2dJfDK6jKAoaRUNKWgr3Ux5+CMyt9H3m0vGPWiJ/5MiRjBw5MsvzNjYdgbFz41EYe78iIiKwtbXl+eefZ8KECRw5csRoyf64uDhiY2N55pln+Pbbb9WE2r59e+bOnQvoWuf3798nNjaWcuXKYWtry9mzZzlw4ECOmNq3b8/q1avV8yY6OporV64U6DkZet2cnZ0JDQ1Fq9Vy7do1Dh06pG6T+XzM7t69e2Y2NjZaJyen9GvXrpnv2rUrZ0nsTPz8/JKuX79ueerUKSuAFStWFHje+rp166acOnXKNj09nQsXLlgcP37cDuDmzZvm6enpjBgxIuajjz66ceLEiSx3nvn5+SXduHHD8uTJk1YAv/zyS/lWrVoVuOPfVGRSySeNRsPq1auZNGkSvr6++Pn5ZZkP3ZCxY8cSFxeHj48PM2fOJCAgAChY+Xy9999/n3v37uHl5YWvry87d+5UHxs4cCAtWrRQL4llVrVqVaZNm0ZgYCAdOnSgUaNG6mOjR49m9+7dBAQEcPDgQfWTXX7Lpr/00kv68uI0atSIESNGEBAQQNOmTRk1alSOS1+g+/R46tQp/P392bFjh1rKXFd2P4COA0bi7uEFGP4A9vbbb/PJZ5/SvXfPXKcH0CgaLM0tuZNwJ8snP2Ol7wcNGsQXX3xBw4YNuXjxYoFL5F+5coXVq1ezcOFCtbM+ODjY6HQExs6NR2Hs/Tpx4oTaUf7xxx/z/vvvGy3Z/+DBA7p3746Pjw9t2rThm2++AeC7775j586deHt74+/vz6lTp+jSpQtpaWn4+PgwZcoUmjVrliMmDw8PPvroIzp16oSPjw8dO3ZUb2zJD2OvW4sWLXBxccHb25sJEyZkOZ8zn4/ZBQYGJnp5eSW4urp6Dh061Nnf3z8ut+Pb2tqK77///kr37t3r+fv7169Zs2aBxxF07NgxrmbNmsn169f3fP3112t6eHgkAISHh1u0bNmyvru7u8cLL7zgMmPGjOvZjz1v3rzwAQMG1HVzc/PQaDRMmDCh1AzAkgUlnwDdu3fnjTfeoH379qYOJU/29vbqJ+ocoi9BSgJU9oRcLj3oC0ralC9PGWvjgyJjkmO48eAGLg4u2FrkOgxBekLJgpJFRxaUfALFxMTg5uaGjY1NqUgoeUpNBEu7XBNKQdia6xJJUprx6+6SJBWufHfUK4piBgQDN4QQ3RVFcQJWAs5AODBQCHEvY913gBeBdGC8EOKfQo5bQjcFbF59MSWN0VZKehqkp6h3fBUGC40FZhozWQ9MkopRQVoqrwOZm5GTge1CCFdge8bvKIriAQwCPIEuwJyMhCRJxulLq1jY5L5eJnlduFUUBRtzGxLTZVKRpOKSr6SiKEoNoBvwU6bFvYAlGT8vAXpnWr5CCJEshLgMXAAevRdSejqkZvzjL0jfRz66A23MbUhOSyZda7xTX5KkwpPflsq3wNuANtOyykKImwAZ3/Ujm6oD1zKtdz1jmSQZl5oAZpZqna/CYmOua/kkp8sJvCSpOOSZVBRF6Q7cEUKE5HOfhnpZc3ymVBTlJUVRghVFCdbXf5KeYqmJBbr0lV/WZrrSSLJfRZKKR35aKi2AnoqihAMrgHaKovwK3FYUpSpAxnf96LjrQM1M29cAclTfFELMF0I0FkI01pcQKUlk6fu8FVrpe20apCcX7NIX+br6hYWZBeYa8zyTSmkofb9r1y61fEphHTe/HvX1edzzbdSoUXket3nz5o+8f6nw5ZlUhBDvCCFqCCGc0XXA7xBCPA+sB4ZnrDYc0I8OWw8MUhTFSlEUF8AVOEQpoy99Hxoayssvv8wbb7yh/m5paXha26dNoSWVfPanZC5/UxA25jZFklT0pe8nT578SHE9juI+bm6vz6O+L/nx008/5TkdQV6DkKXi9TjjVD4DOiqKEgZ0zPgdIcQp4HfgNLAZeFUI8UT0ksrS9w8Vaun71EQWLPuDJq3aPSx9n5Cgxmis9H2ntllL3/fu3ZsePXrg4uLCDz/8oJa+79OhD5F3I0nXppe60vebN2/G3d2dli1bqsUW9c9Xf9y//vqLpk2b0rBhQzp06MDt27cB3TxAL7zwAkFBQdSpU4dZs2ap2xsrS5/5HFi9ejUjRoww+PoEBQXx7rvv0qZNG7777jujMRgzbdo0hg8fTqdOnXB2duaPP/7g7bffxtvbmy5duqjlVvQtuCtXruDq6srdu3fRarW0atWKLVu2ZIl5165dBAUF0b9/f9zd3RkyZIhaTWHlypUO+jL2I0aMqKmfcEsqfAXqFRVC7AJ2ZfwcBRgccSeE+Bj4+DFjU+39/Tx3r+VaVaHAKtS0p9XA/E/OJoTgtdde488//6RixYqsXLmS9957j4ULFwK6T2uHDh1i06ZNTJ8+nW3btjF37lxsbW05fvw4x48fV0tK3L17l48++oht27ZhZ2fH559/ztdff62WLKlQoQJHjhxhzpw5fPnll/z00098+OGHODg4cOLECUBX+8vS0lIt82FhYcGiRYv48ccfs8R98+ZNpk6dSkhICA4ODrRt29Zg+ZTMtmzZQlhYGIcOHUIIQc+ePdmzZ0+WKsWfffYZP/zwg1ojKiQkhEWLFnHw4EGEEDRt2pQ2bdrkOFZ8fDyNGjXiq6++YsaMGUyfPp0fPpxA326dGT3xQ0BXkubnn3/mtddeA+D8+fNs27YNMzMz7t+/z7o1a7Ewt2Df0aO8++67rFmzBtDV0Dp69ChJSUnUq1ePzz//nKNHj/Lq+FdZv3I9vpN8eemll5g3bx6urq4cPHiQV155hR07dtCzZ0+6d+9O//79AV3tKkPrZY9n8eLF6nPTvxZ//fUXM2fOpHnz5kydOpV27dqxcOFCYmJiCAgIoEOHDvz4448Gz43MkpKSGD16NDt27KBevXpqdefsWrZsyYEDB1AUhZ9++omZM2fy1VdfAXD27Fl27tzJgwcPqF+/PmPHjuXChQusXLmS//77DwsLC1555RWWLVvGsGHDDO6/efPmOV4f0A2+3b17N6A7H43FYMzFixfZuXMnp0+fJjAwkDVr1jBz5kz69OnDxo0b6d27t7pu7dq1mTRpEi+//DJNmzbFw8ODTp065djn0aNHOXXqFNWqVaNFixaEhIRo6tatq7z++uu1d+3addbd3T2lR48eLrkGJj2WUlGluCSQpe+LsPR96iucvHCN98e00pW+j4ujc+fO6jbGSt9rzMzRpmctfa8vC+/g4ECPHj0A8PPxY8/hPUTGRJaq0vdnz57FxcUFV1dX9fUyNCHW9evXefbZZ7l58yYpKSm4uDz8n9mtWzesrKywsrKiUqVK3L59u0Bl6XOTOcnlFoMxXbt2xcLCAm9vb9LT0+nSpQugK/Gv/xvKbNSoUaxatYp58+YZrSAdEBBAjRo1AF3LMSIiQgkNDbWuWbNmsru7ewrAoEGDogurjL2UU6lIKgVpURQVWfo+d49V+j4tmRHjJ7Huz7/w9fVl8eLF7Nq1S13HWOn7W/fv07Prw0+r2cvC63+3MLdApAsSUxJLXen7/Kzz2muv8eabb9KzZ0927drFtGnT1Mcyvyb68ym3svSZj5dbWXnI+jrkFoMxmUv6W1hYqMfWl/TPLiEhgevXdbUX9fPKGNsnqM+3RNQ3fJrI2l/5JEvfF1Hp+8CmADyIi6dq1aqkpqaqr5khmUvf//brUqPrZWeuMcfc1rxUlb53d3fn8uXLXLx4EcDoh5DY2FiqV9cNBVuyZInBdTLLrSx95cqVOXPmDFqtVp2EC7K+PoURw6OYNGkSQ4YMYcaMGYwePTrf2/n6+iZdu3bN6ty5c5YAK1euLHAZeyn/ZFLJJ1n6vohK30/UXQL6cPo0mjZtSseOHXF3dzf6OmQufZ+WS+n77Mw0ZqSkp7Bk6ZJSU/re2tqa+fPn061bN1q2bEnt2rUNHnvatGkMGDCAVq1aUaFC3rXTcitL/9lnn9G9e3fatWuX5fJu9tfncWMoqN27d3P48GE1sVhaWrJo0aJ8bWtvby++/vrrK126dHH19/evX6lSpdQyZco8ETcPlUQlomkoS98/nlJd+v7eFUi+D1W8jW+Ujb70vYWjE+Xs8nd7d1xKHFfuX6F22drYW9rnvYH0RNCXvo+NjdU4ODhotVotw4YNq+Xq6po0derUnM1vKd9k6fsn0BNR+j41ocCDHvUK8nHI2lyOrH+affvttxXc3d09XF1dPe/fv2/25ptv3jV1TE+qUtFRLxlW6kvfa9MhLQmsc53ZtVCYa8yxMLMgKV3OrfI0mjp16h3ZMikesqUimY5+8qximpXRxtyGxFTZUpGkoiSTimQ66hwqj5pUCtYfaGNuQ6o2lTRt0ZUVkaSnnUwqkumkJoDGHMyMzzOfm4LeYqIvgy/7VSSp6MikIplOSiKY2zz6nPQFzCr6MvhyznpJKjoyqZQSzs7O3L1rmhtWwsPD8fLyAiA4OFgtL5KcnEyHDh3w8/Nj5cqV7N27F09PT/z8/IwWSMwiUy6ZN28ev/zyS1GEL0lSMZJ3fxWBtLQ0zM1L10ubnp5utJ5VZo0bN6Zx48aAbnR4amqqWs7k5ZdfZsKECUbLxeRgbgPJD9Rti5p+9kcrM6s81pQk6VHJlkouevfujb+/P56enlkK+W3evJlGjRrh6+urjg+ZNm0aL730Ep06dWLYsGFcuXKF9u3b4+PjQ/v27bl69SoAq1atUkfF6ws0njp1Si1D7uPjQ1hYWIHjyq0Mfm5lzj/44AOaNm2ao6ZZSEgIvr6+BAYGMnv2bHW5fqKoO3fu8PzzzxMaGoqfnx8//vgjv//+OzNmzGDIkCFZJpQCGDdunFrRd/LkyXh4eODTqisTps0EbTrTpk1Tiy6GhobSrFkzfHx86NOnj1qSRj/FQJduzxDYqgX79/2bn7dRpU8q+jErkiQVvlLxcXrn4vncuXKpUPdZqXYd2o54Kdd1Fi5ciJOTE4mJiTRp0oR+/fqh1WoZPXo0e/bswcXFhejoaHX9kJAQ/v33X2xsbOjRowfDhg1j+PDhLFy4kPHjx7Nu3TpmzJjBP//8Q/Xq1YmJiQF0l35ef/11hgwZQkpKivpPvyBx6efmyF4G/8yZM0bLnMfHx+Pl5cWMGTNyHGPkyJF8//33tGnThokTJ+Z8/SpV4qeffuLLL79kw4YNAOzfv18tj565IGRm0dHRrF27lrNnz6IkxRITfvzhrcUZhg0bph77gw8+YPr06er8LGlpaWzeuInt23fwxacf071T/gd9JqcnoygKFppHuzFAkqS8yZZKLmbNmoWvry/NmjXj2rVrhIWFceDAAVq3bq2W9nZyelibrmfPntjY6O4w2r9/P8899xwAQ4cO5d9/dZ+qW7RowYgRI1iwYIGaPAIDA/nkk0/4/PPPuXLlirqPgsRlZ2enlsE/e/asWgY/c5lzPz8/tm/fzqVLugRtZmZGv379cuw/NjaWmJgY2rRpo8ZfWMqWLYu1tTWjRo3ijw2bsbWxzpJUsh97+PDh7NmzR31cPy2Aj48P165eKdCxk9OTsTKzylflX0mSHk2paKnk1aIoCrt27WLbtm3s378fW1tbgoKCSEpKMlqCHoyXRIeHJcXnzZvHwYMH2bhxI35+foSGhvLcc8/RtGlTNm7cSOfOnfnpp59o165dgeICw2Xwcytzbm1tbbAfJbfnmF+Zy+rDwzLq5ubmHDp0iO3bt7NixQp++PYsOzatNbabHB5OC6AhLa1gNQGT0pKwszD+HkmS9PhkS8WI2NhYypUrh62tLWfPnuXAgQOArlWxe/duLl++DJDl8ldmzZs3VyfVWrZsGS1btgR0s901bdqUGTNmUKFCBa5du8alS5eoU6cO48ePp2fPngbLoOcVFxgug59bmXNjHB0dcXBwUFtXuZWiN6Z27dqcPn2a5ORkYmNj2b59O6Ar0xIbG8szzzzDt99+S+jpc1laKg4ODpQrV06dknnp0qVqq+VxpGvTSdOmyU56SSpipaKlYgpdunRh3rx5+Pj4UL9+fZo1awboytbPnz+fvn37otVqqVSpElu3bs2x/axZs3jhhRf44osvqFixolqme+LEiYSFhSGEoH379vj6+vLZZ5/x66+/YmFhQZUqVdRphQsSl97AgQMJDQ1Vy+BnLnOu1WqxsLBg9uzZRsuo6y1atIgXXngBW1vbLLMw5lfNmjUZOHAgPj4+uLq6qmXwHzx4QK9evdRW3zcfTcnRp7JkyRJefvllEhISqFOnTr5LnOdG3vklScVDlr5/wpSmMvgAPLgJD25BFR/Q5H1LMzwsfW/u6IRTPkvf30u6R0RcBK7lXLE0y982UumnL31v6jieRLL0/ROu1JbB19/em5Zzrvi8FKTXR975JUnFQ17+ekKUxjL4QKakkgSWBSwsWYCsIu/8kqTiIVsqkmmZZ/RxFHE9rqS0JNmfIknFQCYVybQUDZhZPVJSyW+bQ975JUnFRyYVyfQsrIu0pSLv/JKk4iOTimR65ta6jnqhzXvdRyBrfklS8ZFJJRf29vbqz5s2bcLV1ZWrV68ybdo0qlevjp+fH15eXqxfvx7A6PLikLkgY2HJ/Pwf1YgRI1i9ejUA3377LQkJCTlXeow7wPJD3vklScVHJpV82L59O6+99hqbN2+mVq1aALzxxhuEhoayatUqXnjhBbUkibHlUn6SStFcApN3fklS8ZFJJQ979+5l9OjRbNy4kbp16+Z4vEGDBpibm+eYQMvY8mnTpvHCCy8QFBREnTp1mDVrlvrY119/jZeXF15eXmpV3vDwcBo0aMDo0aPx9PSkU6dOeU6AZax0/IULF+jQoQO+vr40atSIixcvEhcXR/v27WnUqBHe3t78+eefue47Pj6ebt264evri5eXFytXrgRgxowZNGnSBC8vL1566SWyD6qdNWsWERERtG3blrZt22bdqXoHWNG0VOSdX5JUfErFOJWYvy6SEhFfqPu0rGaHY4+cSSKz5ORkevXqxa5du3B3dze4zsGDB9FoNFSsWDFfywHOnj3Lzp07efDgAfXr12fs2LEcP36cRYsWcfDgQYQQNG3alDZt2lCuXDnCwsJYvnw5CxYsYODAgaxZs4bnn3/eaNzGSscPGTKEyZMn06dPH5KSktBqtVhaWrJ27VrKli3L3bt3adasGT179jT6qX7z5s1Uq1aNjRs3ArpaZKCbL0VfXmbo0KFs2LCBHj16qNuNHz+er7/+mp07d1KhQoWsO9WYgZklpBaspZKfdoe880uSipdsqeTCwsKC5s2b8/PPP+d47JtvvsHPz48JEyawcuVK9Z+wseWZdevWDSsrKypUqEClSpW4ffs2//77L3369MHOzg57e3v69u2rFlV0cXHBz88PAH9/f8LDw43GbKx0/IMHD7hx4wZ9+vQBdBWKbW1tEULw7rvv4uPjQ4cOHbhx4wa3b982un9vb2+2bdvGpEmT2Lt3Lw4ODgDs3LmTpk2b4u3tzY4dOzh16lTeL3Bm5kVzB5jspJek4lUqWip5tSiKikaj4ffff6dDhw588sknvPvuu+pjb7zxBhMmTMixjbHlmenLt4NuTpO0tLQcl4tyWz9f879nY2z/y5YtIzIykpCQECwsLHB2dlbL1Bvi5uZGSEgImzZt4p133qFTp068/fbbvPLKKwQHB1OzZk2mTZuW6z4MMrfWTS0sBOS37yMfq8nbiSWpeMmWSh5sbW3ZsGEDy5YtM9hiKSytW7dm3bp1JCQkEB8fz9q1a2nVqlWB92OsdHzZsmWpUaMG69atA3SX9hISEoiNjaVSpUpYWFiwc+fOPMviR0REYGtry/PPP8+ECRM4cuSImkAqVKhAXFycerdXdmXKlOHBgweGd2xhDQhIL0i/St5ZRd75JUnFq1S0VEzNycmJzZs307p165z9AYWkUaNGjBgxgoCAAEA34VbDhg1zvdRljLHS8UuXLmXMmDF88MEHWFhYsGrVKoYMGUKPHj1o3Lgxfn5+RvuO9E6cOMHEiRPRaDRYWFgwd+5cHB0dGT16NN7e3jg7O9OkSROD27700kt07dqVqlWrsnPnzqwPZr6tuBAvVck7vySpeMnS91LJkJ4Gt09A2WpgXznXVfWl762dylPWJvcWyPno89hY2FCzTM3CjFYqJWTp+6IjS99LJVvyfd33Qu5QtzK3IiE1AW0RjdaXJCkrmVQk0xMC4m7rEopV2fxvl48rWuWty5OmTSM2OfbR45MkKd9kUpFML/m+7nZi+8r5v/OL/I1TsbOww9rcmqjEqFzvsJMkqXDIpCKZXtwd0FiAjWOBNstPUlEUhfLW5UlOTyYuNe6RwpMkKf9kUpFMKyUeUuLAvpJubpUCyV+rpqxVWcw15kQlRhU8PkmSCkQmFcm04m6DYga25Qu8aX6vlGkUDeVtyhOfGk9iWsEHjkqSlH8yqeTCzMxMLWPfo0cPYmJiCrS9vnR8REQE/fv3L4IIS7nUJEiKBbuKuvpfRaicVTk0ika2ViSpiMmkkgsbGxtCQ0M5efIkTk5OzJ49+5H2U61aNaOjzJ9q8XcABewebUBpQYYzmmnMKGddjtjkWFLTUx/peJIk5U0mlXwKDAzkxo0bAFy8eJEuXbrg7+9Pq1atOHv2LACXL18mMDCQJk2aMGXKFHXb8PBwvLy8TBJ3iZWeAgnRusteZo9YQqWAg+SdrJ0AiEqSrRVJKiqlokzL33//za1btwp1n1WqVKFr1675Wjc9PZ3t27fz4osvArpyI/PmzcPV1ZWDBw/yyiuvsGPHDl5//XXGjh3LsGHDHrlV89SIiwSEroP+ERW08IqlmSUOVg7cS7pHRZuKmBXxJTdJehrJlkouEhMT8fPzo3z58kRHR9OxY0fi4uLYt28fAwYMwM/PjzFjxnDz5k0A/vvvPwYPHgzo5hSRjNCmQcJdsHZ8OEHXIyl4Pa/yNuXRCi33ku89xnElSTKmVLRU8tuiKGz6PpXY2Fi6d+/O7NmzGTFiBI6OjoSGhhrcRhYuzIf4KBDaPGt85eVRXmobcxvsLOyISozCydoJTYFvY5YkKTfyLyofHBwcmDVrFl9++SU2Nja4uLiwatUqQDdPybFjxwBo0aIFK1asAHTzlEgGaLW6DnrLMmBpa5IQytvoSrfcT7lvkuNL0pNMJpV8atiwIb6+vqxYsUKdW8XX1xdPT091XvfvvvuO2bNn06RJE3WaXSmbxGjd5a8yj9dKgUe5+KVjb2GPlZmVLN0iSUWgVFz+MpW4uKxlPf766y/1582bN+dY38XFhf3796u/T548GQBnZ2dOnjxZRFGWIkLoSrJY2ICl/ePv7xGziqIolLcpT0RcBPGp8dgXRiySJAGypSIVp6RY3cyOBSwcaczj7MHBykFXukXeXixJhUomFal46Mvbm1nq7voqFI+eVjSKBidrJ+JS4khKSyqkeCRJkklFKh4pcZCakFE4snDukHvc3ZSzLoeiKLK1IkmFqEQnFdmJ+gSJuw0ac7ApeOHIomKuMaeclSzdIkkFpdVqFcDgdKolNqlYW1sTFSXvznkipCZA8oOMwpGFd8oVRnunvE15hBBEJ0UXwt4k6cmn1WqVyMhIB8Dg3Ucl9u6vGjVqcP36dSIjI00divS4EqIgNRHKWoLy+CPZ78fEogCRsdFoCuFSWkxSDHfS73DX9q4cDPmEuXXrlnl6evqjVSyVjNECJ9PS0kYZejBfSUVRlHDgAZAOpAkhGiuK4gSsBJyBcGCgEOJexvrvAC9mrD9eCPFPQaO2sLDAxcWloJtJJc29KzCrBTQbC80+LpRdfv/e5yiKwogpb2Jv9fifi0LvhPLy3y8zOWAyQxoMKYQIpZLCw8PjhBCisanjeJoU5GNZWyGEX6Y3aDKwXQjhCmzP+B1FUTyAQYAn0AWYoyiKrNz3tNo/W9ej3mxsoe/arJA6/P0q+eFX0Y+lp5eSpk0rlH1K0tPqcdr6vYAlGT8vAXpnWr5CCJEshLgMXAACHuM4UmkVHwVHfgHvgeBQo9B3X4jdM4zwHMGNuBtsv7q98HYqSU+h/P5ZCmCLoighiqK8lLGsshDiJkDGd30N8+rAtUzbXs9YJj1tDi+AtERoMb5Idl9YLRWAoJpB1CpTi8UnF8ubQyTpMeT3gnQLIUSEoiiVgK2KopzNZV1Df+k5/kozkpM+QcUpinIun7HkpgJwtxD2U5SevhinexTarjKp8NrHk4rkdVzBisLa1dP3XheNx4mxdmEGIuUtX0lFCBGR8f2Ooihr0V3Ouq0oSlUhxE1FUaoCdzJWvw7UzLR5DSDCwD7nA/MfJ/jsFEUJLumdcjLGwiFjLBwyRqmw5Xn5S1EUO0VRyuh/Bjqhuz95PTA8Y7XhwJ8ZP68HBimKYqUoigvgChwq7MAlSZKkkic/LZXKwNqMyafMgd+EEJsVRTkM/K4oyovAVWAAgBDilKIovwOngTTgVSFEepFEL0mSJJUoeSYVIcQlwNfA8iigvZFtPgYKZ1BCwRTq5bQiImMsHDLGwiFjlAqVIu90kSRJkgqLrEkhSZIkFZoSmVQURXFSFGWroihhGd/LGVmvi6Io5xRFuaAoyuS8tlcUpbyiKDsVRYlTFOWHbPvalbGv0IyvStmPVwJi9FcU5UTGvmYpSu4DNYoqxozH3slY/5yiKJ0L+joaO2amx5WM53hBUZTjiqI0Kop483j9ii1GRVGcFUVJzPS6zTNhjAMURTmlKIpWUZTG2fZXUl5HgzE+6usoFSIhRIn7AmYCkzN+ngx8bmAdM+AiUAewBI4BHrltD9gBLYGXgR+y7W8X0LiEx3gICEQ3FuhvoKuJYvTIWM8KcMnY3iy/r2Nux8y0zjMZz1EBmgEHiyLeEhSjM3CygH8nRRVjA6B+9veyhL2OxmIs8Osovwr3q0S2VDBeAiazAOCCEOKSECIFWJGxndHthRDxQoh/gcKY6q9YY1R0Y4HKCiH2C91fzy9GjlnkMfL4pXhyO2bm2H8ROgcAx4zXoLjiLe4YH0WRxCiEOCP+397Zq0gRRFH4O6D7ALqCKAgraKChIpuYGYkGYihOqu8w+BCCxmZmghgIgomxrqJioLJi4CIGCu6aTFQGXcisW/0zMzVdrZwPmmm663YdDsPc6eb2rRBSLyMPxscGjaYwQ00qdS1gpmlqB9MlPsW9eMt8S2rtAdK3xqMxPnWtvjW2teJp87FLK5+6McvQm6JvjQBrkl5JeibpfIu+ZWpcZL7SGmF2H01Giq2nIukpcDhxatz1Eolji5SyXQshbKl60fMBcF3SiOFoTF6rkI9NMXt8pLqrmnXOujG59S4Sk1PjV+BYCOG7pDPAQ0mnQwjbA9L4v/poMlIsqYQQLtSdk1TXAmaapnYwXeL/1rMVP3ck3QfODUzjlxi/61ohhBsFNNbGpHxkb1Lp0sqnbsxKTr0N9KoxhDABJnF/Q9ImcBJ4UUDjIvMV1TinjyYjQ338VdcCZprnwAlJa5JWqNZweTRD/B8k7ZO0Gvf3A5eoWSqzlMb4qGRH0np8pDRqi1mixmQrnhl8bJpzWvsoVgatAz+jB9n0pgwrpVHSIcV1hyQdjxo/FdJYx5B8TDKnjyYny6wCmHcDDlIt/PUxfh6Ix48Aj6fGXQQ+UFWIjNvi47nPwA/gF9U/pFNUFVcbwBvgHXCb9qqWXjXG42epfqQ3gTvEl1cLaRzH8e+JVWiz+Jiak6ri7WbcF3A3nn/L7gqfLHo7fA970whcjZ69Bl4ClwtqvBK/dxPgG/BkgD4mNc7ro7d8m9+oN8YYk42hPv4yxhjzD+KkYowxJhtOKsYYY7LhpGKMMSYbTirGGGOy4aRijDEmG04qxhhjsuGkYowxJhu/Aa1UpkxwNNjfAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# figure with all components\n", "fig, ax = plt.subplots(1, 1, figsize=(5,6))\n", "\n", "ax.plot(ds_0N140W.osalttend.isel(time=3), ds_0N140W.zl, label='Tendency of Sea Water Salinity Expressed as Salt Content')\n", "ax.plot(ds_0N140W.S_advection_xy.isel(time=3), ds_0N140W.zl, label='Horizontal convergence of residual mean advective fluxes of salt')\n", "ax.plot(ds_0N140W.Sh_tendency_vert_remap.isel(time=3), ds_0N140W.zl, label='Vertical remapping tracer content tendency for Salt')\n", "ax.plot(ds_0N140W.boundary_forcing_salt_tendency.isel(time=3), ds_0N140W.zl, label='Tendency due to parameterized mesoscale neutral diffusion')\n", "ax.plot(ds_0N140W.osaltpmdiff.isel(time=3), ds_0N140W.zl, label='Tendency due to parameterized dianeutral mixing')\n", "ax.plot(ds_0N140W.osaltdiff.isel(time=3), ds_0N140W.zl, label='across layer diffusion')\n", "ax.plot(ds_0N140W.KPP_NLT_saln_budget.isel(time=3)*1e-3, ds_0N140W.zl, label='KPP non local salt')\n", "ax.plot(ds_0N140W.S_lbdxy_cont_tendency.isel(time=3)*1e-3, ds_0N140W.zl, label='Redi')\n", "\n", "\n", "ax.set_ylim(500,0)\n", "ax.legend(loc='lower left')\n", "ax.set_title(r'0$^{\\circ}$N, 140$^{\\circ}$W')\n", "# plt.savefig('sb_0N140W_mom_zstar.png', bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 6, "id": "e3106ff1-cf89-4310-9cce-b63111affd34", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, '0$^{\\\\circ}$N, 140$^{\\\\circ}$W')" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# figure with total tendency and sum of components \n", "fig, ax = plt.subplots(1, 1, figsize=(5,6))\n", "\n", "ax.plot(ds_0N140W.osalttend.isel(time=3), ds_0N140W.zl, label='Tendency of Sea Water Salinity Expressed as Salt Content')\n", "\n", "\n", "ax.plot((ds_0N140W.S_advection_xy + ds_0N140W.Sh_tendency_vert_remap + \n", " ds_0N140W.boundary_forcing_salt_tendency + ds_0N140W.osaltpmdiff + \n", " ds_0N140W.osaltdiff + ds_0N140W.KPP_NLT_saln_budget*1e-3 +\n", " ds_0N140W.S_lbdxy_cont_tendency).isel(time=3), ds_0N140W.zl,\n", " label='budget')\n", "\n", "\n", "ax.set_ylim(500,0)\n", "ax.legend(loc='lower left')\n", "ax.set_title(r'0$^{\\circ}$N, 140$^{\\circ}$W')\n", "# plt.savefig('sb_0N140W_mom_zstar.png', bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": 7, "id": "10982ca8-d724-43fe-9467-39782982399d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 904 ms, sys: 73.5 ms, total: 977 ms\n", "Wall time: 8.95 s\n" ] } ], "source": [ "%%time\n", "# test whether it closes all over \n", "\n", "xr.testing.assert_allclose(ds_hb.osalttend, \n", " (ds_hb.S_advection_xy+ds_hb.Sh_tendency_vert_remap+\n", " ds_hb.boundary_forcing_salt_tendency+ds_hb.osaltpmdiff+\n", " ds_hb.osaltdiff+ds_hb.KPP_NLT_saln_budget*1e-3+ds_hb.S_lbdxy_cont_tendency), \n", " rtol=1e-10)" ] }, { "cell_type": "code", "execution_count": null, "id": "4ee1a9fd-3555-4a26-b97d-129ab9e26104", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:miniconda3-mom6]", "language": "python", "name": "conda-env-miniconda3-mom6-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.5" } }, "nbformat": 4, "nbformat_minor": 5 }