{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Land-Ocean contrasts under climate change\n", "\n", "This notebook is part of [The Climate Laboratory](https://brian-rose.github.io/ClimateLaboratoryBook) by [Brian E. J. Rose](http://www.atmos.albany.edu/facstaff/brose/index.html), University at Albany." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## A recent tweet that caught my attention..." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "

actual trends pic.twitter.com/abnDJGeawr

— Gavin Schmidt (@ClimateOfGavin) April 13, 2019
\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%HTML\n", "

actual trends pic.twitter.com/abnDJGeawr

— Gavin Schmidt (@ClimateOfGavin) April 13, 2019
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Statistics such as the global average or zonal average temperature do not tell the whole story about climate change!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Some observational results on land-ocean warming differences from a recent paper" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Reproduced directly from {cite:t}`Byrne:2018a`:\n", "\n", "\n", "\n", "> A–C) Surface-air annual (A) temperature, (B) specific humidity, and (C) relative humidity anomalies averaged from 40∘S to 40∘N and best-fit trends (1979–2016) over land (red solid lines and asterisks) and ocean (blue lines and asterisks). The best-fit trends in the land–ocean contrasts in temperature and specific humidity (δTL−δTO and δqL−δqO, respectively) are also plotted (black asterisks). Land values are from the HadISDH dataset (13, 14) and ocean values are from the ERA-Interim reanalysis (15). Ocean specific humidity anomalies are calculated assuming fixed climatological relative humidity (Materials and Methods). Also shown are land anomalies and associated trends (dashed lines and circles) estimated using the simple theory (Eqs. 2–4) and subsampled to the months and gridboxes for which HadISDH observations are available. Error bars on the trends indicate the 90% confidence intervals corrected to account for serial correlation (Materials and Methods).\n", "\n", "Byrne and O'Gorman (2018): Trends in continental temperature and humidity directly linked to ocean warming, PNAS 115 (19) 4863-4868, https://doi.org/10.1073/pnas.1722312115" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Looking at land-ocean warming patterns in the CESM" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import xarray as xr\n", "import cartopy.crs as ccrs\n", "from cartopy.util import add_cyclic_point" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The following repeats the calculation we already did of the Equilibrium Climate Sensitity (ECS) and Transient Climate Response (TCR):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Attempting to open the dataset http://thredds.atmos.albany.edu:8080/thredds/dodsC/CESMA/cpl_1850_f19/concatenated/cpl_1850_f19.cam.h0.nc\n", "Attempting to open the dataset http://thredds.atmos.albany.edu:8080/thredds/dodsC/CESMA/cpl_CO2ramp_f19/concatenated/cpl_CO2ramp_f19.cam.h0.nc\n", "Attempting to open the dataset http://thredds.atmos.albany.edu:8080/thredds/dodsC/CESMA/som_1850_f19/concatenated/som_1850_f19.cam.h0.nc\n", "Attempting to open the dataset http://thredds.atmos.albany.edu:8080/thredds/dodsC/CESMA/som_1850_2xCO2/concatenated/som_1850_2xCO2.cam.h0.nc\n" ] } ], "source": [ "casenames = {'cpl_control': 'cpl_1850_f19',\n", " 'cpl_CO2ramp': 'cpl_CO2ramp_f19',\n", " 'som_control': 'som_1850_f19',\n", " 'som_2xCO2': 'som_1850_2xCO2',\n", " }\n", "# The path to the THREDDS server, should work from anywhere\n", "basepath = 'http://thredds.atmos.albany.edu:8080/thredds/dodsC/CESMA/'\n", "# For better performance if you can access the roselab_rit filesystem (e.g. from JupyterHub)\n", "#basepath = '/roselab_rit/cesm_archive/'\n", "casepaths = {}\n", "for name in casenames:\n", " casepaths[name] = basepath + casenames[name] + '/concatenated/'\n", " \n", "# make a dictionary of all the CAM atmosphere output\n", "atm = {}\n", "for name in casenames:\n", " path = casepaths[name] + casenames[name] + '.cam.h0.nc'\n", " print('Attempting to open the dataset ', path)\n", " atm[name] = xr.open_dataset(path, decode_times=False)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# extract the last 10 years from the slab ocean control simulation\n", "nyears_som = 10\n", "# and the last 20 years from the coupled control\n", "nyears_cpl = 20\n", "clim_slice_som = slice(-(nyears_som*12),None)\n", "clim_slice_cpl = slice(-(nyears_cpl*12),None)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "Tmap_cpl_2x = atm['cpl_CO2ramp'].TREFHT.isel(time=clim_slice_cpl).mean(dim='time')\n", "Tmap_cpl_control = atm['cpl_control'].TREFHT.isel(time=clim_slice_cpl).mean(dim='time')\n", "DeltaTmap_cpl = Tmap_cpl_2x - Tmap_cpl_control\n", "\n", "Tmap_som_2x = atm['som_2xCO2'].TREFHT.isel(time=clim_slice_som).mean(dim='time')\n", "Tmap_som_control = atm['som_control'].TREFHT.isel(time=clim_slice_som).mean(dim='time')\n", "DeltaTmap_som = Tmap_som_2x - Tmap_som_control" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "def make_map(field, title=None):\n", " '''input field should be a 2D xarray.DataArray on a lat/lon grid.\n", " Make a filled contour plot of the field, and a line plot of the zonal mean\n", " '''\n", " fig = plt.figure(figsize=(14,6))\n", " nrows = 10; ncols = 3\n", " mapax = plt.subplot2grid((nrows,ncols), (0,0), colspan=ncols-1, rowspan=nrows-1, projection=ccrs.Robinson())\n", " barax = plt.subplot2grid((nrows,ncols), (nrows-1,0), colspan=ncols-1)\n", " plotax = plt.subplot2grid((nrows,ncols), (0,ncols-1), rowspan=nrows-1)\n", " # add cyclic point so cartopy doesn't show a white strip at zero longitude\n", " wrap_data, wrap_lon = add_cyclic_point(field.values, coord=field.lon, axis=field.dims.index('lon'))\n", " cx = mapax.contourf(wrap_lon, field.lat, wrap_data, transform=ccrs.PlateCarree())\n", " mapax.set_global(); mapax.coastlines();\n", " plt.colorbar(cx, cax=barax, orientation='horizontal')\n", " plotax.plot(field.mean(dim='lon'), field.lat)\n", " plotax.set_ylabel('Latitude')\n", " plotax.grid()\n", " fig.suptitle(title, fontsize=16);\n", " return fig, (mapax, plotax, barax), cx" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, axes, cx = make_map(DeltaTmap_cpl, title='Surface air temperature anomaly (coupled transient)')\n", "axes[1].set_xlim(0,7) # ensure the line plots have same axes\n", "cx.set_clim([0, 8]) # ensure the contour maps have the same color intervals\n", "\n", "fig, axes,cx = make_map(DeltaTmap_som, title='Surface air temperature anomaly (equilibrium SOM)')\n", "axes[1].set_xlim(0,7)\n", "cx.set_clim([0, 8])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The Equilibrium Climate Sensitivity is 2.89 K.\n", "The Transient Climate Response is 1.67 K.\n" ] } ], "source": [ "def global_mean(field, weight=atm['som_control'].gw):\n", " '''Return the area-weighted global average of the input field'''\n", " return (field*weight).mean(dim=('lat','lon'))/weight.mean(dim='lat')\n", "\n", "ECS = global_mean(DeltaTmap_som)\n", "TCR = global_mean(DeltaTmap_cpl)\n", "\n", "print('The Equilibrium Climate Sensitivity is {:.3} K.'.format(float(ECS)))\n", "print('The Transient Climate Response is {:.3} K.'.format(float(TCR)))" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0.98, 'Places that warm more than the global mean in CESM simulations')" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Make a map like Gavin's... places where warming is > global average\n", "fig = plt.figure(figsize=(18,5))\n", "\n", "ax1 = fig.add_subplot(1,2,1, projection=ccrs.Robinson())\n", "# add cyclic point so cartopy doesn't show a white strip at zero longitude\n", "field = DeltaTmap_cpl.where(DeltaTmap_cpl>TCR)\n", "wrap_data, wrap_lon = add_cyclic_point(field.values, coord=field.lon, axis=field.dims.index('lon'))\n", "ax1.contourf(wrap_lon, field.lat, wrap_data, \n", " levels=[0, 100], colors='#81090A',\n", " transform=ccrs.PlateCarree())\n", "ax1.set_title('Coupled transient (TCR = {:.3} K)'.format(float(TCR)), fontsize=14)\n", "ax2 = fig.add_subplot(1,2,2, projection=ccrs.Robinson())\n", "field = DeltaTmap_som.where(DeltaTmap_som>ECS)\n", "wrap_data, wrap_lon = add_cyclic_point(field.values, coord=field.lon, axis=field.dims.index('lon'))\n", "ax2.contourf(wrap_lon, field.lat, wrap_data, \n", " levels=[0, 100], colors='#81090A',\n", " transform=ccrs.PlateCarree())\n", "ax2.set_title('Equilibrium SOM (ECS = {:.3} K)'.format(float(ECS)), fontsize=14)\n", "\n", "for ax in [ax1, ax2]:\n", " ax.set_global(); ax.coastlines();\n", "\n", "fig.suptitle('Places that warm more than the global mean in CESM simulations', fontsize=18)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Key Point\n", "\n", "The **enhanced warming over land** is not just a feature of the transient, but is also found in the equilibrium response!\n", "\n", "We cannot understand this result solely in terms of heat capacity differences.\n", "\n", "**This motivates some detailed study of surface processes and the climatic coupling between land and ocean.**" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plot the \"land amplification factor\"\n", "\n", "Plot the time average warming over land **per unit zonally averaged warming of the surrounding oceans**\n", "\n", "$$A \\equiv \\frac{\\delta T_L}{\\delta T_O} $$\n", "\n", "where $\\delta T_L$ is the near-surface air temperature increase **over land**, and $\\delta T_O$ is the **zonally averaged** near-surface air temperature increase **over ocean**." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# The land-ocean mask ... same for all simulations\n", "landfrac = atm['cpl_control'].LANDFRAC.mean(dim='time')" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Zonally averaged ocean warming\n", "DeltaTO_cpl = DeltaTmap_cpl.where(landfrac<0.5).mean(dim='lon')\n", "DeltaTO_som = DeltaTmap_som.where(landfrac<0.5).mean(dim='lon')\n", "\n", "land_amplification_cpl = DeltaTmap_cpl.where(landfrac>0.5) / DeltaTO_cpl\n", "land_amplification_som = DeltaTmap_som.where(landfrac>0.5) / DeltaTO_som\n", "\n", "fig, axes, cx = make_map(land_amplification_cpl, title='Land warming amplification factor (coupled transient)');\n", "axes[1].set_xlim(0,2) # ensure the line plots have same axes\n", "cx.set_clim([0, 3]) # ensure the contour maps have the same color intervals\n", "\n", "fig, axes, cx = make_map(land_amplification_som, title='Land warming amplification factor (equilibrium SOM)');\n", "axes[1].set_xlim(0,2) # ensure the line plots have same axes\n", "cx.set_clim([0, 3]) # ensure the contour maps have the same color intervals" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## A simple theory for land-ocean warming contrast\n", "\n", "This section is based on a series of papers by Michael Byrne and Paul O'Gorman:\n", "\n", "- {cite:t}`Byrne:2013a`: Land–Ocean Warming Contrast over a Wide Range of Climates: Convective Quasi-Equilibrium Theory and Idealized Simulations. J. Clim. 26, https://doi.org/10.1175/JCLI-D-12-00262.1\n", "- {cite:t}`Byrne:2016a`: Understanding Decreases in Land Relative Humidity with Global Warming: Conceptual Model and GCM Simulations. J. Clim. 29, https://doi.org/10.1175/JCLI-D-16-0351.1\n", "- {cite:t}`Byrne:2018a`: Trends in continental temperature and humidity directly linked to ocean warming, PNAS 115 (19) 4863-4868, https://doi.org/10.1073/pnas.1722312115\n", "\n", "### The atmospheric dynamics constraint\n", "\n", "The dynamical argument has a few components:\n", "\n", "- Frequent moist convection maintains a nearly moist-neutral lapse rate in the convectively active equatorial regions (\"convective quasi-equilibrium\").\n", "- \"Weak Temperature Gradient\" theory for the low-latitude atmosphere asserts that air temperatures in the free troposphere are nearly homogeneous.\n", "- Therefore the free troposphere is moist adiabatic everywhere.\n", "- The differences between surface air temperature over land and ocean can be expressed in terms of different Lifting Condensation Levels (LCL) {cite:p}`Byrne:2013a`:\n", "\n", "\n", "\n", "\n", "> Fig. 1. Schematic diagram of potential temperature vs height for moist adiabats over land and ocean and equal temperatures at upper levels. A land–ocean surface air temperature contrast is implied by different LCLs over land and ocean. \n", "\n", "A consequence of these constraints is that, under a climate change, the near-surface **moist static energy** content over land and ocean are equal:\n", "\n", "$$ \\delta h_L = \\delta h_O $$\n", "\n", "with the following standard notation:\n", "\n", "- $h = c_p T + L_v q + g z_g$ is the moist static energy per unit mass\n", "- $T$ is air temperature\n", "- $q$ is the specific humidity\n", "- $z_g$ is the geopotential height\n", "\n", "From this we can infer that the **land warming amplification factor** is related to differences in boundary layer moistening:\n", "\n", "$$ A \\equiv \\frac{\\delta T_L}{\\delta T_O} = 1 + \\frac{L_v}{c_p} \\frac{\\delta q_O - \\delta q_L}{\\delta T_O} $$\n", "\n", "which implies that there will be **greater warming over land than ocean** so long as *the moistening rate with warming over ocean is greater than over land*, $\\delta q_O > \\delta q_L$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The surface moisture constraint\n", "\n", "This section is drawn directly from {cite:t}`Byrne:2016a`.\n", "\n", "Consider the following simple moisture budgets for the boundary layers over ocean and over land:\n", "\n", "\n", "\n", "> Fig. 2. Schematic diagram of processes involved in the moisture budget of the boundary layer above a land surface [see text and (1) for definitions of the various quantities].\n", "\n", "The budget over land is\n", "\n", "$$ l h_L \\frac{d q_L}{dt} = h_O v_1 (q_O - q_L) + (h_L - h_O) v_1 (q_{FT,O} - q_L) + l v_2 (q_{FT,L} - q_L ) + \\frac{1}{\\rho_a} E_L $$\n", "\n", "where \n", "\n", "- $l$ is the horizontal length scale of the land\n", "- $h_L, h_O$ are the boundary layer depths\n", "- $v_1, v_2$ are the horizontal and vertical mixing velocities\n", "- $q_{FT,L}, q_{FT,O}$ are the free-tropospheric specific humidities above the boundary layers\n", "- $\\rho_a$ is the density of air\n", "- $E_L$ is the evapotranspiration from the land surface\n", "\n", "The source terms on the RHS are respectively horizontal mixing of boundary layer air, horizontal mixing of free-tropospheric air, vertical mixing, and surface fluxes.\n", "\n", "Now assume that free-tropospheric moisture is proportional to boundary layer moisture:\n", "\n", "$$\n", "\\begin{align*}\n", "q_{FT,L} &= \\lambda_L q_L & q_{FT,O} &= \\lambda_O q_O\n", "\\end{align*}\n", "$$\n", "\n", "Setting the LHS of the moisture budget to zero, we can solve the steady-state budget for land specific humidity $q_L$:\n", "\n", "$$ q_L = \\frac{\\left[ h_O + \\lambda_O ( h_L - h_O)\\right] \\tau_2}{h_L\\left[\\tau_1(1-\\lambda_L) + \\tau_2 \\right]} q_O + \\frac{\\tau_1 \\tau_2 }{\\rho_a h_L \\left[ \\tau_1(1-\\lambda_L) + \\tau_2 \\right]} E_L $$\n", "\n", "where for convenience we have defined horizontal and vertical mixing timescales\n", "\n", "$$\n", "\\begin{align*}\n", "\\tau_1 &= \\frac{l}{v_1} & \\tau_2 &= \\frac{h_L}{v_2} \n", "\\end{align*}\n", "$$\n", "\n", "The two terms above quantify the relative importance of remote ocean specific humidity and local evapotransipiration on land specific humidity. We can rewrite this as\n", "\n", "$$ q_L = \\gamma q_O + q_E $$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### The \"Ocean-influence\" box model\n", "\n", "The simplest form of the moisture constraint comes from assuming that the influence of evapotranspiration on boundary layer specific humidity over land is negligible. \n", "\n", "Setting $E_L = 0$ we get simply\n", "\n", "$$ q_L = \\gamma q_O$$\n", "\n", "where the proportionality is\n", "\n", "$$\\gamma = \\frac{\\left[ h_O + \\lambda_O ( h_L - h_O)\\right] \\tau_2}{h_L\\left[\\tau_1(1-\\lambda_L) + \\tau_2 \\right]} $$\n", "\n", "We now make one more assumption: the proportionality $\\gamma$ remains constant under climate change. Then changes in boundary specific humidity are related through\n", "\n", "$$\\delta q_L = \\gamma \\delta q_O $$\n", "\n", "where the constant can be evaluated from the reference climate:\n", "\n", "$$ \\gamma = \\frac{\\overline{q_L}}{\\overline{q_O}} $$\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Combined theory: dynamic and moisture constraints\n", "\n", "Combining the dynamic and moisture constraints gives the change in land warming amplification factor **solely in terms of the ocean warming and moistening*:\n", "\n", "$$ A \\equiv \\frac{\\delta T_L}{\\delta T_O} = 1 + \\frac{L_v}{c_p} (1-\\gamma) \\frac{\\delta q_O}{\\delta T_O} $$\n", "\n", "which implies that there will be **greater warming over land than ocean** so long as the land surface is drier than the ocean surface ($\\gamma < 1$) and the air gets moister with warming over the ocean ($\\delta q_O > 0$).\n", "\n", "Notice that with the combined constraints we are able to make this prediction without using an information about the land surface conditions other than the reference specific humidity (parameter $\\gamma$)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Relative humidity changes over land\n", "\n", "The **relative humidity** is well approximated by\n", "\n", "$$ r = \\frac{q}{q^*} $$\n", "\n", "(over land or ocean) where $q^*$ is the relevant **saturation** specific humidity.\n", "\n", "For small climate changes we can thus write *fractional* changes in relative humidity as\n", "\n", "$$ \\frac{\\delta r}{r} \\approx \\frac{\\delta q}{q} - \\frac{\\delta q^*}{q^*}$$\n", "\n", "and the fractional change in saturation is governed by the Clausius-Clapeyron relation, which is well approximated by\n", "\n", "$$ \\frac{\\delta q^*}{q^*} \\approx \\alpha \\delta T $$\n", "\n", "with the CC rate\n", "\n", "$$ \\alpha = \\frac{L_v}{R_v T^2} \\approx 6 \\% / K $$\n", "\n", "We typically assume that **relative humidity remains constant over the ocean**, so $\\frac{\\delta r_O}{r_O} = 0$ and thus\n", "\n", "$$\\frac{\\delta q_O}{q_O} = \\alpha \\delta T_O $$\n", "\n", "while over land we find instead\n", "\n", "$$ \\frac{\\delta r_L}{r_L} \\approx \\frac{\\delta q_L}{q_L} - \\alpha \\delta T_L $$\n", "\n", "An implication of the moisture constraint above is that the **fractional** changes in specific humidity must be the same over land and ocean:\n", "\n", "$$ \\frac{\\delta q_L}{q_L} = \\frac{\\delta q_O}{q_O} = \\alpha \\delta T_O $$\n", "\n", "Combining this with the dynamic constraint then gives\n", "\n", "$$ \\frac{\\delta r_L}{r_L} \\approx - \\alpha (1-\\gamma) \\frac{L_v}{c_p} \\delta q_O $$\n", "\n", "The conclusion is that **the relative humidity over land must decrease** along with the amplified warming over land.\n", "\n", "See {cite:t}`Byrne:2016a` for discussion and caveats." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Evaluation of simple land amplification theory\n", "\n", "To summarize the above derivations:\n", "\n", "1. The dynamic constraint gives the amplification factor $A$ as\n", "\n", "$$ A \\equiv \\frac{\\delta T_L}{\\delta T_O} = 1 + \\frac{L_v}{c_p} \\frac{\\delta q_O - \\delta q_L}{\\delta T_O} $$\n", "\n", "2. the moisture constraint (in its simplest form) gives\n", "\n", "$$\n", "\\begin{align*}\n", "\\delta q_L &= \\gamma \\delta q_O \\\\\n", "\\gamma &= \\frac{\\overline{q_L}}{\\overline{q_O}}\n", "\\end{align*}\n", "$$\n", "\n", "so that the amplification factor is simply\n", "\n", "$$ A = 1 + \\frac{L_v}{c_p} (1-\\gamma) \\frac{\\delta q_O}{\\delta T_O} $$\n", "\n", "We are going to evaluate this theory quantitatively against the CESM simulations." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "from climlab.utils.constants import Lhvap, cp, Rv\n", "\n", "def land_amp(deltaQO, deltaQL, deltaTO):\n", " return 1 + Lhvap/cp*(deltaQO - deltaQL)/deltaTO" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Look at zonally averaged specific humidity over land and ocean\n", "qL = atm['cpl_control'].QREFHT.where(landfrac>0.5).isel(time=clim_slice_cpl).mean(dim=('time', 'lon'))\n", "qO = atm['cpl_control'].QREFHT.where(landfrac<0.5).isel(time=clim_slice_cpl).mean(dim=('time', 'lon'))\n", "\n", "qO.plot(label='Ocean')\n", "qL.plot(label='Land')\n", "plt.legend(); plt.grid();\n", "plt.ylabel('Specific humidity (kg/kg)');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Amplification factors using dynamic constraint only" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# Compute changes in specific humidity\n", "Qmap_cpl_2x = atm['cpl_CO2ramp'].QREFHT.isel(time=clim_slice_cpl).mean(dim='time')\n", "Qmap_cpl_control = atm['cpl_control'].QREFHT.isel(time=clim_slice_cpl).mean(dim='time')\n", "DeltaQmap_cpl = Qmap_cpl_2x - Qmap_cpl_control\n", "\n", "Qmap_som_2x = atm['som_2xCO2'].QREFHT.isel(time=clim_slice_som).mean(dim='time')\n", "Qmap_som_control = atm['som_control'].QREFHT.isel(time=clim_slice_som).mean(dim='time')\n", "DeltaQmap_som = Qmap_som_2x - Qmap_som_control" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'kg/kg/K')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Increase in specific humidity over oceans per degree warming\n", "DeltaQO_cpl = DeltaQmap_cpl.where(landfrac<0.5).mean(dim='lon')\n", "DeltaQO_som = DeltaQmap_som.where(landfrac<0.5).mean(dim='lon')\n", "\n", "(DeltaQO_cpl / DeltaTO_cpl).plot(label='coupled transient')\n", "(DeltaQO_som / DeltaTO_som).plot(label='equilibrium SOM')\n", "# Simple estimate of the moistening rate from Clausius-Clapeyron\n", "alpha = Lhvap/Rv/288**2\n", "(alpha * qO).plot(label='Clausius-Clapeyron moistening rate', linestyle='--', color='grey')\n", "plt.legend();\n", "plt.ylabel('kg/kg/K')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that the normalized humidity increase is nearly identical in the two models, and very well predicted by Clausius-Clapeyron." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Compute the land amplification factor based on dynamic constraint only\n", "# Note that this requires knowledge of actual specific humidity changes over land\n", "\n", "predicted_land_amplification_cpl = land_amp(DeltaQO_cpl, DeltaQmap_cpl.where(landfrac>0.5), DeltaTO_cpl)\n", "predicted_land_amplification_som = land_amp(DeltaQO_som, DeltaQmap_som.where(landfrac>0.5), DeltaTO_som)\n", "\n", "make_map(predicted_land_amplification_cpl, \n", " title='PREDICTED land amplification factor (dynamic constraint only - coupled transient)');\n", "make_map(predicted_land_amplification_som,\n", " title='PREDICTED land amplification factor (dynamic constraint only - equilibrium SOM)');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Amplification factors using dynamic + moisture constraint" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Make a map of the \"gamma\" factor, ratio of land specific humidity to surrounding oceans\n", "qL_map = atm['cpl_control'].QREFHT.where(landfrac>0.5).isel(time=clim_slice_cpl).mean(dim=('time'))\n", "gamma_map = qL_map / qO\n", "make_map(gamma_map, 'Relative dryness of land surface compared to oceans, $\\gamma = q_L / q_O$');" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "predicted_land_amplification_simple = land_amp(DeltaQO_cpl, gamma_map*DeltaQO_cpl, DeltaTO_cpl)\n", "make_map(predicted_land_amplification_simple,\n", " title='PREDICTED Land warming amplification factor (dynamic+moisture constraints)');" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Summarize the zonal average results (Plot coupled model only)\n", "plt.figure(figsize=(10,6))\n", "land_amplification_cpl.mean(dim='lon').plot(label='Simulated', color='blue')\n", "predicted_land_amplification_cpl.mean(dim='lon').plot(label='Dynamic constraint theory', \n", " color='blue', linestyle='--')\n", "predicted_land_amplification_simple.mean(dim='lon').plot(label='Combined theory', linestyle='--', color='grey')\n", "plt.legend();\n", "plt.grid();\n", "plt.ylim(0.6, 2.2);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compare to CMIP5 multi-model mean {cite:p}`Byrne:2016a`:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "> Fig. B1. The CMIP5 multimodel mean (a) land–ocean warming contrast (expressed as an amplification factor) and (b) surface-air land pseudo relative humidity change normalized by the global-mean surface-air temperature change (solid lines) and as estimated by the combined moisture and dynamic constraints (dashed lines). The amplification factor and land relative humidity changes are estimated for each land grid point and for each month of the year before taking the zonal and annual means." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Our results are consistent with Byrne and O'Gorman in that the simple theory captures the amplification signal in the **southern subtropics** quite well, but strongly overestimates the amplifcation in the **northern subtropics**.\n", "\n", "The simple \"ocean influence\" theory works best in the hemisphere dominated by ocean!\n", "\n", "We may get more insight into the weaknesses of the theory by looking more carefully at the relative humidity changes, and the role of land-surface evaporation changes (neglected under the \"ocean-influence\" theory)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Critical evaluation of assumptions" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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0Q+LbhBDz0QnBaegm6M8tZJ6ykt96kl8KdQ/zWU7r0EXhWSl0awrYoQvdWRz+5vkph8noGponhBBz0bnfVATqK4rybtoxRan/+Un/WdSJJ7yR1kA7gy7i0hjgyww9o8VRd/JbXkV5NuT0jCtKWeb33OKsM8XyWy3iM+lw2t8mZHY/+xWdS+wMIE4I0SzDvkfKf+5HH6CbuN5BUZRwIcTH6HryVwshvJWn5/WloyjKYSHEB8D3QucmvAzdiII1OgExBngFuKwoyj4hxOfA9DRXouXoRqoaopvjEEWay3Eh8oAQwgqoCnyXYZsn4ANMUxTly5zykYEbQB9gjaIouY4KKIoSg67uFoY76ETkF0KIaHTPy5H8Nx/pPKS7p9Uk+5GRZoAzOhfoAqcNNEAntjONDAshnNHNVcvJNUxS3lHKwCx6+cn+w3/RtCpns69L2r73M2yrgW7yaDC6Xr5H6Hxae6Tt/5IsUZLQvczWoHsAR6Dr8WmclvZrGY4zBVbzn+vBg5zSTNv+TtpxmSJrZTkmV3vzKJuh6HqbkoBr6ObVHCT7aEn6uaTjnHbMnGz2ZXs+2URrykfZO6Dr6bsNxKPz1T6Eztc4z/35KI9u6EKDJqB7gW4GqmU5ptDRtApQTwpSZnnew2xsy1c5oXMVuJpWHpfQ/V7yXT9yKqsClEMDYCs695oEdC/ij4qx/ucn/fzUiZzu1wPgryzb2qUd2ynLubXRuU4koGv0f0XmaFZFqjsFLa/C1Ku087J9xuW3LIvy2yzOOpOf8s7lvi/jv2d7UZ9Jp4A/sqlXSg6fLzOUQxLwdZZzqwFxwIJ8Xr8Fuo6JAP4LALMbXeh5vSzHdkM3TyEi7dp30I2aPBXhKT95yHDsq+jcRm0zbKuVduxb+czHd2n1oUJ+ji/KB53IOJxWzvfRjQx9B/hnOKYJEJTD+bOAM0VI+3104ZuzK4OtJZ1/+Sm9j0i70RLJC4kQ4g10k9arKv+tci+RSPJACPElupEIAyVDtCiJBEAI8Rq6kRVnJYcoYc87QogdQKiiKMMzbHsT3aiKR37KRQjxN+CmKEpRRqILjRBiD5CkKEqvtO9vowv33D2bY28CKxRFmVHItCujG9nprCjKmTT3xrfQLQ/QVtEFnpE8h8g5I5IXEqELHdgbncvEJilEJBKJpFhZgS6IwbjSNqQ0EELUB9qje8dkpC3wQwEEWiN0c0FKiwY8PV+klRDiQYbPk6iQ1fMrRLJLO+09PAD4SQhxCV2wnjpACylEnm/knBHJi8p8dMP4x9FFiJFIJBJJMaEoikYI8Tq6xuuLiBO6RSUzdXQpivJqfhMQQliimztUKquTpwVbsCWzYHgDeKMk0k5Lfx+6BT4lLxDSTUsikUgkEolEIpGUCtJNSyKRSCQSiUQikZQKUoxIJBKJRCKRSCSSUkGKEYlEIpFIJBKJRFIqSDEikUgkEolEIpFISgUpRiQSiUQikUgkEkmpIMWIRCKRSCQSiUQiKRWkGJFIJBKJRCKRSCSlghQjEolEIpFIJBKJpFSQYkQikUgkEolEIpGUClKMSCQSiUQikUgkklJBihGJRCKRSCQSiURSKkgxIpFIJBKJRCKRSEoFKUYkEolEIpFIJBJJqSDFiEQikUgkEolEIikVpBiRSCQSiUQikUgkpYIUIxKJRCKRSCQSiaRUkGJEIpFIJBKJRCKRlApSjEgkEolEIpFIJJJSQYoRiUQikUgkEolEUipIMSKRSCQSiUQikUhKBSlGJBKJRCKRSCQSSakgxYhEIpFIJBKJRCIpFaQYkUgkEolEIpFIJKWCFCMSiUQikUgkEomkVJBiRCKRSCQSiUQikZQK+qVtgEQikUgkEklxYmdnp3h6ehZrmnFxcZiamhZrmmWNFyGP8GLks6zl8dy5c6GKothnt0+KEYlEIpFIJM8Vnp6enD17tljTPHjwIO3atSvWNMsaL0Ie4cXIZ1nLoxDCN6d90k1LIpFIJBKJRCKRlApSjEgkEolEIpFIJJJSQYoRiUQikUgkEolEUipIMSKRSCQSiUQikUhKBSlGJBKJRCKRSCQSSakgxYhEIpFIJBKJRCIpFaQYkUgkEolEIpFIJKWCFCMSiUQikUgkEomkVJBiRCKRSCQSiUQikZQKUoxIJBKJRCKRSCSSUkG/tA2QSCQSiUQikUhKEq1W4Zp/NPtvBrP5TAI4B9OumkNpmyVBihGJRCKRSCQSyXNIbFIqR++EsP9mMAduhRASk4QQ4GWhh1LaxknSkWJEIpFIJBJJmUAI8T4wBlCAK8AowAT4G/AEHgAvK4oSUUomSso4PqFxOvFxM5hTPmGkaBTMjfRpU9WeDtUcaFfNnitnT8hRkTKEFCMSiUQikUhKHSGECzABqKkoSoIQYi0wBKgJ7FMUZaYQ4mPgY+CjUjRVUgZZetSHv0764hMaB0AVBzNeb+lF++oONPKwxkAlp0mXVaQYkUgkEolEUlbQB4yFECnoRkT8galAu7T9fwIHkWJEkoUFB+9ibmTAtJdq0aG6A242JqVtkiSfCEWRXnMSHUIIFeBtamraWqVSGZa2PRKJpHyQmpoaFx8ffwC4rMiXiqQICCEmAjOABGC3oiivCiEiFUWxynBMhKIo1tmc+ybwJoCjo2OjNWvWFKttsbGxmJmZFWuaZY3ynMeJB+Kpb69iVO28my/lOZ/5pazlsX379ucURfHObp8cGXnBEUI4mZiY9LWxsRnq4uJSvUWLFqru3bvbGhkZlbZpEomknBAdHa3dunVr+Pnz57Vubm4XQkJCViYlJW2Tfv2SgiCEsAb6AF5AJLBOCDEsv+crirIIWATg7e2ttGvXrljtO3jwIMWdZlmjvOUxOVXL48gEHobHg94FnJycaNeubp7nlbd8FobylEcpRl5AhBBVrK2thxgbG79at25dm1dffdXypZdeUlerVg0hRGmbJ5FIyh96Y8eOtdNqtVy6dKnrpk2b2vz999+xLi4u/rGxsX9GR0evUxTlUWkbKSnzdAJ8FEUJARBCbABaAEFCCGdFUQKEEM5AcGkaKXl2KIpCRHwKD8PjeRgej194PA/D4tO/B0QloM0wFutsJTtSyyNSjLwgCCE8rK2tR6rV6pEtW7Y0HzVqlE3v3r1VDg4ymoREIike9PT0aNCgAQ0aNDCeNm2asZ+fn/2mTZtm/fHHH1MrVKgQGhsbuygmJma1oihBpW2rpEzyEGgmhDBB56bVETgLxAEjgZlpfzeXmoWSYicpVcPjiIT/xEb6JwG/8Hhik1IzHW9vboi7jQlNvGxwszHBPcPH0UJ6mJdHpBh5jhFC2Jibmw83MzN7q1GjRrZvvvmm9cCBA/VtbGxK2zRJIXj48CHXrl0jMTGRpKQkNBoN+vr6GBgYZPqrVqtxd3fH3d0dlUpV2mZLXmDc3Nx49913Dd599137gIAA+zVr1sxaunTpJy4uLo8iIiJ+TkhIWKcoSmxp2ykpGyiKckoI8Q9wHkgFLqBzuzID1gohRqMTLINKz0pJYYmMT+bQ7ZDMgiMsnoDoRDLONDPU10sXF029bP4TG7YmuFobY6KWTdfnDXlHnzOEEAZ6enpdnZ2dJ1WuXLnWm2++aTF8+HBDJyen0jatzKLVagkPD+fatWtcunQJY2NjzM3N2bhxI76+voSFhREbG0tqaiqpqalYWloSExNDdHQ0KpUKIyMjjI2NMTIywsjICFNTU6ytrdHT0+O9996je/fu6ddJSUlBURT09fXR19cnPj6ea9eu4eTkhKurK7dv32bRokVcuXKFq1evEhISgkqlQqVSYWpqSoMGDdKvpaenR2pqKtHR0cTHx6d/YmNj8fPzy5THzp07s2vXLumGJyk1nJ2def/999Xvv/++vY+Pj/2yZct+WbZs2SwXF5eTgYGB32u12sOKomhL205J6aIoyhfAF1k2J6EbJZGUY77fc5vlJ3yf2l7J3pRONR1pV9WBSvam2JkZoqcn31UvEjKa1nOCEKKqo6PjB0KIvn369DF66623LOvXr1/aZpUZtFot0dHRJCUlYWJiwsCBA7l9+zaRkZHExsZibm5OnLUZao8KaOMT0cbGY1m1EWpbe1QmpuipDUGlQgA7xwzF0tISCwsLtFot8fHxvPHGG2zcuBEAfX19UlN1w8qOjo6oVKp0wfBkpMLAwAAvLy+u376NvpMtmqhY0GrRxsYDYOJdB+uhPVFZmqFoFQx9VQgDNUJPFyc9yT0ZgMRb9wn6dlG+ymDGjBkEBwcTGBhIaGgoZmZm2NjY0LFjR1599dXiLG5JLsTFxaFWqzEwMChtU0odRVE4fvw48+fPj9i/f39CamrqX6GhoT/L+SWSouLt7a2cPXu2WNMsTxOCC0tJ5jEuKZWjd0O5FRjDraAYbgXG4BMahyZt0odapUdFe1OqO5lTzcki7a85zpZGxd6RJu/ls0cIIaNpPY8IIYyMjY0HWllZfdisWTOnyZMn27300ktCNnJ0aLVaDh06xOrVq1m8eDEAVlZW1K5dm6NHj+Lh4YF+k1bYGKhBpcJaCFJjYrBs3QR9C8ts07z1v/cBSElJYdeuXRw8eJB9+/Zx8eJFgPQRD2tra9555x169uyJo6MjlpaWmJmZoZcmJip9NJ2Y6CgqDRiJnr4+iqKgiY0hJSKciOMHsKzRHNM4B52nNEAWN1jDh2rdX+PqmEz+XGeTJwghSA2PJDUojGRff6K27gfAtHkDAgICUKvVqNVqQkND2bdvHwArV64scTGSkpLClStXePz4MUFBQXh6enL//n2EELi5uVG9enU8PDwK/cLZsWMHI0eOJCoqikGDBnHx4kXu37/PzJkzmTBhQjHnpuAkJCTw+eefs2HDBvz9/VGpVDRs2JBWrVrRq1cvmjZt+kK61AkhaNmyJS1btrSOj4+3Xrt27aTvv/9+lIuLy73g4OBvU1NTtyuKkpp3ShKJpKxjaqhP11pOdK31n6dGYoqGeyGxmQTKKZ9wNl30Tz/G3Eifao46YfJEqNSqYIGpoWzCPi/IkZFyiBCioqOj48cqlarPq6++ajJu3DgzT0/P0jbrmfKk3ubWeDVr1Yi4k5cwb9cEk2b1MBceCD0VEScPk+j3gNib1yCb+u/U/xUs6nujKArahHi0KSlsHzOUCxcu4Ovri6+vLxs3bqRy5cqcunad1Ehd9FKHlwZh4lkJAxu79BGM0uDJqElGfF/7OP3/5s2b06NHD7y9vWnUqBH29vbFdu2QkBAWLVrE1atXiYyMpG3btixfvjxb17Hq1atjZ2fHtWvXiIjQlaFWqy2UIFmxYgUjRox4avuXX37JF19k9fh49uzbt49OnToB8MknnzBs2DAePXrEwYMH2bp1K4GBgfTu3Zuvv/4ae3t7NBoNhoYv7kTMa9eu8dNPP0Vv3rw5XqvVrggJCflBUZSA0rZLUn6QIyOFo6zkMSo+JU2cRKeLlJuBMcQk6vomqjuZs/O9NoVOv6zksyQpa3mUIyPPAUIIPT09vS5OTk5fNmzYsNLUqVNt+/Tp89yOgiiKwsmTJzl48CDx8fFMmjQJKysrACIiIngyCb9GjRo0btyYESNGULFiRZYsWcKSSzcxq1kXAxdH0GiI2XcCm2ot0HMyRBMfh6LRkBwaki5E3EaPx8jNE21yEioj43Qb4m5ew3/17wD03PgXbm5uWFhYoNFoiLNx4JyfP5rYGABUpmZY1PNGrwzcD8OH6kyCRNFqMWlaj6R7Dzm0aSstW7YssWsHBQXx9ddf06NHDwYMGMDFixeZPn06lStXZv369axbt45bt25hZmZGQkICAQEBeHh4ULduXXr27ImiKIUSI8OHD2f48OEkJibi4+ODl5cXZWmtnI4dO6IoCnfu3OG7776jZcuWmJubU7duXVq1aoVGo+Hff/9l3759+Pr6YmBggKenJ97e3nh7ezNixAjs7OxKOxvPjFq1avHbb79ZzJs3z2LNmjUfzJ49e5SLi8uFoKCgLzUazQm5sKJE8nxjaWJAEy8bmnj9F3BHURQCohL5bNNVrvtHl6J1kuJGipEyjhDC3Nra+m1HR8d3u3btajZlyhSr2rVrl7ZZxUpKSgqxsbFYW1uTlJTEsmXL2LFjB5s3/xe9sXHjxrz00ksAZBwFEkKwfPlyNpy7RFJQACmhuvDzEaeO4jpyLJHsQGVmTuCGNWiSEnWjGGlzZG06dMOsag2MKrgBoDIyRpuSTMzl8yT4+WIXGQLoet2HDx9OQEAAHTp04ER0IiZVqqO2tdfNKTG3KJI/q7lv/tpVMR75v0ZGQZJ8/xHJvv5E+z7CxMSkUDbml9q1a7Nz507effdd/Pz8GDx4MM2aNcPV1ZWqVaty5coVbG1tuXLlCr6+vpiamlK5cmWmTZtG06ZNi3x9IyMjatSoUQw5KRmqVKnCb7/9xsKFC7l79y7Xrl3Dz88PPz8/Xn75ZZycnPjhhx8YMGAAi7dv5s7q1axevZojR46wevXqMiWwngXGxsaMGjVK9dprr9mdOnWq87ffftvw9OnTkebm5rNiY2OXK4qSVNo2SiSSZ4MQggpWxlgaG6DWLz3vA0nxI8VIGUUIUcHBweETFxeXl999913zsWPHGj0ZGSivKIrCtWvX2LdvHwcOHODo0aOEhYWl79dqtVy+fJm33norfZuZmRk+Pj6ZeoXDw8NJSkoiIiKCf//9Fx8fH1b4RxB56ggpoSGAQkpoMEmB/lT+30zi790hwc+HBJ97qG3s0MTHkhTwGKtGzdA3twAg4ZEvfot+BMC0Wi3mTHyHJk2a0LBhQy5fvqw7JiGBf//9N90Ouy69MfGqXKiyyK8Aye2c/IgTbVwC8WevkhoYQnBwMM/Cna9t27ZcvHiRzZs3079/fyZPnszVq1eZOXMmISEhbNu2jU6dOnH+/Hni4uLYtWsXAwcOLBYxUtxERUVx79494uPjad68ebHN6xBCUKVKFapUqfLUPldXV3x8fFj4v+m8v+kvYg6eZsv+vRgb60btFi9eTNu2bfHy8kofSVKpVM91pDQhBM2aNWPz5s22QUFBtj/++OMPf/zxx1d2dnaLw8LCvpcrvUskLw4pGi0arVLokXRJ2UOKkTKGEKKWs7PzjKpVq7b8/PPPrV9++WVVeXfFunHjBl9++SXr169Ho9Gkb7e3t0+fwDxkyBBOnDhBixYt+Oqrr5g3bx5hYWF88803mXznt2zZwtGjR/Hx8eHMmTP4+vrStm1bAk6fRpuQAICesQlCCPxXLsWuRz9Ct29MP9+ycQv0rawwsLEjZPc2DO0dQAjCDuxKPyb25tVM9terVw9bW1vCwsIYMWIEm2/cRRMXi56hIdGXz4HQQ0+txtDRGQOr3NdwKYwIySutnERJ0rarBK5fiZ6pMU5OTvj7+z8TMQK6xe/69evHiRMnWLlyJb169UIIwd69e7G2tubcuXNoNBqio6OxtrZ+JjblxcOHD9mxYwe+vr6Ehoby8OFDTpw4gbm5OY8fP8bW1pbQ0NASubafnx/3798nJiaGKlWqYGZmxooVK4jash+zNo2xGdWf2EOnid5+mPd+n4/BlCnExMToAhZoNAi1AS0bN6Fx48a0adOGbt26FfsoilarTR/RUqvVGBsb4+npiZubW3pghmeBo6Mj33zzjelnn31m+scff3w0e/bst5ydnf8NDAycpiiKzzMzRCKRlAotK9ux7XIAO68G0r2Oc2mbIykG5AT2MoIQor6zs/OPHh4etb7++mvbDh06PDeKf/ny5YwcORLQTZ7WarX4+fmhUqkYMGAAXl5eXLx4kZ07d9KrVy82bNjA+vXr0ydetWvXjgMHDrBkyRLeeOMNAP766y+Sk5MZP348nTt3xtLSEq1Wi7+/P2ZmZlyv05y7M6YijIwxquCKnr4BmoQ4UmNiUDSpKBoNQk+FvoUFxm5e/PbBeFq2bImLi0u2eUhJSeG7775j+/btGBsbY2xsjFqtRl9fH41GQ2xsLKdPnyZGX41TvyHprl9ZKU4x8oScxIg2NZWwWweJ+GcXSqoMSJQdQUFBLF++nNWrV+Pn50f37t0xNzfn9OnT3Lp1C7VaTWpqKo0bN+bll19Or39FJTIykhMnTvDbb78RGBjIqVOncHV1pU6dOvj5+WFkZMTbb7+Nubk5jRo1osORdZnO18TGQaoWv4lf4/nnLDRx8ST7+pN8/xENwpI4c+YMx48fp06dOsViL8Du3bvp2rUrtWvXxsXFhfj4eO7fv094eDgVK1akSpUqvPnmm2zcuJEaNWrg7u6Oi4sLrq6uODs7l1i0MI1Gw+bNm7Wff/55eHh4+LGAgIDJiqLcLZGLScoNcgJ74SgPeUzVaOnx0xGSUrXsfr8NhvoFf7aUh3wWlbKWx9wmsEsxUsoIIRo4OTnNq1ixYq25c+faNmvWrLRNKhKpqalERkYSFRVFdHQ0NjY2uLu7pwurw4cP07Zt22zPbdq0KadOnQLA3d2d8PBwevXqxbx583B0dOTmzZvp8wG8vLxITEwkIEAXYEdPTw9DQ0MSEhIYMGAAx/XN0De3JOHBXVJjY0iNitQtNmhqhoGtPSha4h/cI/7OTaKiorCwsChy3pOTk3Vrj9hb4TlmSrYRtUpCjED2gkRRFO58MQn0VSgpUoxkRVEU9PT0qFq1Kr/99ht169Zlzpw5LFq0iG7dutG2bVtatWpF9erVi7Xnf+3atQwd/iombta4DGiEsas1aktjjCpY5doB8eBR3lHPUoLDiNl1lJh9J1i3bh0DBw4sNrsVReHLL7/k119/xc7Ojg4dOqBSqbh48SL37t0jICAAS0tLoqKinjp3yJAhrF69uthsycm+PXv2MHny5NCQkJDjgYGBk6QoeXGRYqRwlJc8HrodwsjfT9O6ih0tKtlR28WCWhUssTFV5+v88pLPolDW8iijaZVBhBC1nJyc5rds2bLW3Llzbcuiv3xBURQFb29vHj58iJWVFZaWljx+/JiYmBiMjY2xtbXl999/R6vVkpqaipOTE+Hh4VSvXp3u3btTt25dpk+fTlxcHCYmJjRr1gxLS916H7du3eLQoUPs2rWLGzdu4OnpiYODA1999RUXL15Eo9Hg4uJCZGQkjo6ORO3ZT0pkuM51S+ihb2GB0DdAGx9HUkgQdRzt8GpQl96ff5rui19U1Go1ISEh2FTyJDk4AEOn7EdZngWpsTHcn60LaduyafkWuCXFk1GOX3/9ldatW9OoUSPq1q3LpUuXcHV1LbbrXL58mZMnTxIZGYlarWb+/Plok1OxbVEZpy618jw/PyLkCQFf/ISSkIRRzcq8sWYJo5f9immLBqxo2pOIiIj036Wzs3OmPB45cgSNRkOFChXSR/6yRu8SQjBt2jS++OILLl++zL59+9BoNHTv3h2tVsvBgweJjo5myJAh1K5dm7t373Lr1i0iIiLo1atX/guskAgh6NKlC5cuXbLbu3fvS5MmTWrh7Ox8PDAwcIKiKE8v+yyRSMotbavaM65dJbZc8ufInf/cZytYGlHLxZLaFSyp7WJBbRdLHMwNnxtPk+cVOTLyjBFCODs5Of3k6OjYfsGCBbbNmzcvbZOKTHJyMitWrOD777/H2NiYo0ePpvurP3r0iCVLlrB58+b0hQG/+eYbGjVqRMeOHbl+/ToWFhYcO3aMf//9l2PHjuHrq2s3bN68mRo1avDZZ59x+PBhOnTowKpVqwCoWbMmERERvPPOO1hZWXH+/Hl+/10XhrdVq1YcO30GJfm/QDtCbYjK2BiEQM/QiJTQYBzs7AgKCsLc3JwrV67g4eFRLOXxzjvvsPaOLzatO2baXlKjIvDfyEhSUAC+v85Bbe9IckgQU6ZMYfbs2SV23fJKUlISRkZGqNVqkpKSWLBgAatXr+bQoUP5fmlt27aNkJAQPDw88PLywsvLi8DAQPT09HBwcEg/rk6dOqSkpPDSSy+RnJyMoigsvXAc08Z1MK5brVjzpYmJIyUgRPfxD4JUXWhrfUc71K6ONLdyIjIyEh8fH7p160blypUxMzPjww8/BHQjkk/cDitUqECXLl0YPXp0nu5eAQEBVKhQIdO2pUuX8vrrrxdr/gqCoijs3LlTmTBhQlh0dPQ/wcHBUxVFiSw1gyTPFDkyUjjKYx4j45O57h/NVf8orj7W/fUJjUtfRszOTE2tJ+KkgiW1Klhy7/Ip2rdvX7qGlzBl7V5KN60ygBDCzN7e/ktTU9OR33//vU3fvn31yrtST0lJYcWKFXz99ddUqlSJjz/+mA4dOuDv78+CBQv49qd5aGPjEQb6GFRwQIlNSQ+9W61aNaKiooiNjSU2NhaViSl2XXoTsnsbevoq/lr0G2vXrmXDhg0AXL9+nRo1atC7d2+2bdsGBmrs2nUh6twJ0FMxqEsnEhISOHnyJDNmzOCbe0FEnj5G6J5t2HV9CcuGTVAZmxCwfiUxl84h9A1QtFpAwdTYmH379hVbNKdPPvmEWT/+ROWPv8q0PS8xYnkv9yilUZVyXgQvxkMQvGMzkScOAWDsVZmHp0+8UGtTFITFixczffp0bty4QUJCAtWrV+fIkSPUrFkzX+c/fvwYV1dXhg8fzsOHD7l27Rrjx49n69atnDt3jnXr1mFpacnZs2f5etMa4k9fxrxzC6wH90QUwr+5KGji4tEzNsrkNqiNSyD2+Hm0sfEoSclo4hJIeeiP44dvoGdqjKLVkuzrT8Llm8TsO8mksW/nKWp37NhBjx49MDQ0JFmjQdFqUZmaUbuiFw4ODtjb26d/HBwc6Ny58zMJqKDRaFi2bFnKF198EREfH/9DRETE94qiPL0yqOS5QoqRwvG85DEuKZUbAdFcfRzFVf9orvlHcycohlSt7j1sog/13G1p6GFFjzrO1HQuWoj+skhZu5fSTasUEUIIMzOzkTY2NnNHjBhh/u233xoUV3SsuLg4Ll26RM2aNSmNsL8TJkxg4cKFLF68mNdff5179+4xZcoU5s+fT0JCAiorc6wGdcOiexuEEKh9Dbjx6URUKpWuAfjBpxjdvUXs3u3YduyOaZXqhOzeyu2LF/Dy8sLJyYlz587Rs2dPAgIC+Pvvvzl27BgqM3M0cbFEnDyMU/9XeLRsAXPmzGHVqlVcuXKFFvOXo2doiFWz1lh6N9eNiKSR6OeLkasHZjXrYFqlOkLfgJeUOJo1a8a3336LtbU1b775ZqEfSp9++inffvstpjVqo0lMRJXPiEZ5CZHciPEQJD72w8DaBoQARWHGu+PKvRDRaDQIIUokUtPSpUsxMjLi7t27eHh4YGZmxsGDB6lcuTJqdd4+x9evX8fJyYnly5cDcPLkSYYNG0bbtm05d+4cgwYNAmDy5MkYVHDAsLI7MXuOE7PnOB7LZhZ7fnJDZfr02jJ6psZYdM558Uuhp4ehlyuGXq6Yt23Kd1Pn8svurayb8R3dunWjadOmVKtWjVatWnH//n3i4uLShUVSUhKGVT1xmDwa/VvJRMTFERoXy7edWxESEkJISAi3bt1i6tSpNGzYkJdeeol27dpRs2bNErnXKpWK0aNHGwwdOtRh9uzZ/1uwYME7arX6reTk5H/zPlsikZRHTA318fa0wdvzvwiXiSkabgfFcM0/mt1nbhCeomHhofv8euAeFe1M6VWvAr3rOlPF0bwULX8xkSMjJYgQoo6tre06IyOjSo8fP9bX09PLFNo2v2i1Wh49esSZM2c4ffo0AQEBrD17DAO/YCpXrszFixfp0aMHx48fZ+vWrdjZ2eHi4oK5efH+oKKiotLncDz5PmLECLZs2YKZmRl2dna0atWKixcvcvXqf+FxHT4YhdrTBZPIp8PepsZEo01JQW1jS9DWf2hkbsTOnTt5ItiCgoIYMWIEMTExhIeHcz80HLtOPTD2qIj+ppUsX76cxo0bp0fqcR7yGuY16xYoX9qUZB79/ANmDp5YakJp3749PXr0oEuXLpiamhYorUOHDmXqibDv0Q/rZq2BnEdG8itEchoZiXLRcHf6h6Cnh+trbxN54jCvdWzLzz//XCDbS5t9+/YxadIkFEUhKSmJBw8eYGFhQdeuXenevTtdunQpNoF17tw55syZw4ULF7CysqJKlSqsXLkSgPHjx+dadk9cvDZs2EC/fv1ot28yCQFRXPl4PQmPI1DbmJIcGQ9aBYcPRqW7YimpGlLDIzFwsC2WPDxLtEnJxJ+6RMyBU6QEhqIkp2BY2R19exv07azRMzUmxT8YbVwCKgszNDFx2L01BCEEhg+zF3falGRib14j/t5tEh7cxUJA69atMTQ0JDw8nIiICOLj47Gzs8PZ2ZkOHTrQv3//IteBDz/8kCVLlqTq6+ufDQkJGaooyoMiJSgpk8iRkcLxIuQR/stneFwyO68Gsu2yPyfvh6FVoJqjOb3qOtOrXgW87ArWBihLlLV7Kd20njFCCIu0eSG9hw0bZuPp6UndunWpXLlyvnv+YmJiWLVqFevXr+fo0aO6KDWOVqgruqFvY4meuRn3v/oZMzMzvvrqK5ydnXnjjTdQqVTpvus1atTA0dERT09PUlNTSUpKYsCAAbRo0SLXtR2Sk5M5deoUx44d4+LFi0RGRmJlZcXff//N/Pnzsba25ptvvmHlypXcvasLVtOuXbv0NM3NzYmNjX0qXaeBr2JRt1HO1w0PpdqNcxw5coTt27dTu3ZtFixYgBCCOVt2kBToj+vIt9AzMGBZp2YMGzaM3377jY4dO1K7dm2uX7+OoVMFVOaWGFhbo7axQ+3ghL6ZBdrkJFLCQ+nnaMWoUaN4a+HhbEc/kmLCGd7Igp07dxITE8OpU6cK1Fs7ceJErl+/Tq9evfhg6lS0CQlUnf59iQmRaFctd6ZNeWr7ypUreeWVV/Jt97NGo9Gwbds2du7cyalTp9DX18fX15clS5bg5uaGgYEBFStWJCgoiB9//JF58+Zha2vLX3/9Rbt27YptDQ2tVsvChQu5d+8esbGxHD9+nHr16vHXX38BEB8fz9mzZ3Fzc8PNzQ19fd1g8pQpU9ixYwf79u1j8NU5ACgaLTe+3U7M7SCSQ2NpvX1igSaflzQ5iYK8SHLP7NGkiYoh8fYD9G0sMazknuM1npyX3+umREWS+NCHuf26Y21tjY2NDcbGxoSGhuLn58f27dvZu3cvP//8M4MHD0ZPT4+UlBSSk5NRq9VkHXH+/fff2b17N97e3jg7O+Pg4EBycjLx8fHcunWLpKQk1qxZExoVFfV7SEjI53I19+cLKUYKx4uQR8g+n8Exiey4ohMmZx7o1lGt7WJB77oVGNLEHUvj8rXmW1m7l1KMPENMTU0HWFhY/DJjxgy71157TT+/DVmNRkNSUhIXLlxgx44dLF26lBYtWvDKK6/wfsg19Iyfbow+GPlRjunFx8dz4cIFwsLCuHXrFiYmJqSmprJx48b0xtU333yDt7c369evZ+fOnZw4cQITExPi4uKoWrUqbdq0wd7enpUrV/Lqq69SsWJFhgwZkn4Ne3t7atWqxZUrV3jllVfo0qULzZs3x8PDgwR9Pcya18ekcR0UjRaTJAf0LSx1i7TFxpAU8JjU2BhUpqYYu1dEZWREwLoVxF27hFarpV69ely6dAkjV3eESh+EIDk4EM+JU9EzUHNnum7C7RtvvMHgwYPp2LEj0dHRzJkzh2++m4swUKNNTACtFpWFJd7VquDs7IyLiwv//PMPH374ISuvZV/3zy75IF3MnT9/Hi8vr3zdQ9Ctnt2gQQP2Xb1BwoN7AEUWI7nNFYl2h6hzJ4k6e5Ikfz8Afv75Z8aPH59vm581169fZ9SoUQghGDRoEC1btkQIgbu7O87OTy9glZCQwEcffcSCBQuoW7cujx494uWXX6Zy5cq4urpSq1YtqlevXiK2Tp06lZkzZ6Kvr4+enh5ubm60bt2a7t278+eff7L39GFc+zfEdUAjhEqP1NhETo/8nZSoBGp80gPLuq4EJFYsEdvyorDiIzuyCpKSuk5Gbv3v/ae2nT9/ntdee42HDx/i6urKrVu3MDAwIDU1FTs7OxwcHIiKitKtNXT9OlqtFoBmzZphYmKCoaEhenp63Lt3Dx8fH9zc3DA1NdX4+fkFR0dHD01JSTlUIpmRPHOkGCkcL0IeIe98+kcmsP1KAFsv+XPpURTmhvqMaunJ6FYVsTQpH6KkrN1LKUaeAUIIFwcHh1WJiYktDx48qGrQoEG+zluyZAm//vorly5dQq1WU716dXxcrTFtUhe1R4W8EygEikZD4i0fIlZtRRMRg3H96pg0rIlhFU/dYoAGBqjMnvYzVxQFTUQ02rgElNRU1C6OCLUBKcFhvJNixb59+zhz5gwxMTHomZuijYnDsKonarUVmoR4UuNiSQkPRUlNRc/AAPRUGNjYkRwcgJ6hEZq4WLZs3kyHDh2YMmUKC5csRRgYoCQnY+TmQVKgP26vj8PQsQIx1y8TsGYZ6OlhYWaGj48Ptd54l5BdW3B9/R0M7R1JiQjDZPcmXn/9dT744ANA17A1MdHlza15f+yrN0PoqTLl8c7O34jxv4Oley3unT+ErW3+3WoCAwMZPXo0u48eQ5OQgOuIsRh7eGUrRgozYV2rSSUpJoykqBDiQx8R6ncRtFrM6zbkzO8LqVixdBq++eHJwpGz53zKe5PN0evdCj29/M/N0aRoURnoEfoglhv7g4gKTCAqMJHoW/rY2NgwdOhQhgwZkkk8vvXWW9jY2NCsWTNq1qxJ5cqVM6V57949VqxYwaJFiwgICODAgQNcu3aN+Ph41q5dyxXfm2gSUzGv7kTt6X1JeBRB5GU/wk7cJ+LsA4RKD0WjRW1rSt2ZAzH1ssN/6yXu/LgXAD0jfVwXfPVMJkaWlCjISHai5FlcN+v1NTFxpIZGoHZzwsjfBEWrJTUmGk18LHqGxmhiY4i5dik9oMOQIUM4X7NJprSU1FSSw0NJCvQn7vZ1bKPD4xMSErYFBQW9pShKxDPLlKREkGKkcLwIeYSC5fO6fzQ/7bvDzmuBmBvq81pLT0a38sLK5Nk9+wpDWbuXUoyUIEIIYWVl9a6lpeVnCxcutPvyyy+Fu7s7a9euzfNcrVaLiYkJRkZGulWMV8x5BhaXDA9GfoTnn7OIWLuD6O26BoBRzcqgr0LEpIICQqUi/t5tnF95HX0TU+J97hFxdD9Crca8Zl1Ulla80bA2Cw8dJ+bKBSwaNCbiyH4AVGbmVBg6CmM3TwASHvqQ+OghiQGP8dAk4qOBlJBgnF8ejqGTC4pGw91vP+V/H3/MZ599hoGBAVevXqVv377cu3ePunXrcicmHqGnwnXk2ExiIdr/NoEX95EQGUSvrh356quvqF27dp5loNFoGDduHMs2bcHSuxlm1etgYGVdICGSnQCJDXqAe9JNDh06hKIoeHp6UrVqVWrVqkX//v1p0qRJmY8Ccv/+ffr374+51U2+/MaCk5ZN8j4pn2i1Cm3CP2T16tWsX7+eqlWrMnv2bFq2bEmnTp3Yt28fnTp1Yu/evYwdO5bZs2ezatUqVqxYwd27dxkyZAjW1tZMmzYNc3NzXnnlFQwNDenYsSOfXvmDx5suUvHNNphVzOxylRIVT+ixu4Qcuk3EhYd4LxqBqaduPkPC4wguf7SepLBYbLw9MR09CqFfcvFCSkMQlOS18+PilZ9jFK2W5JAg1HYOiDxWgFcUhYTrl4k5tDtWExvzekxMzLpcT5CUaaQYKRwvQh6hcPm8ERDNz/vvsP1KIGaG+oxs4cGYVhWxzudCi8+asnYvpRgpIYQQHjYVXHYZV65exbhNZ72UypDiH4z/J98zbtw46tevT926dXMNGXvlyhW6deuG/ox3y3yDMj8k3XtI7LHzoNEijNQYJJmgb2ZO1NmTCH19rJq0wKJ+Y0D38k+NjECbkkzU2RMoGg36FpaAwLRyVaLOnybqzHHc3pyIoYMzetlEOXq86nfi79/GunlbbFp3RE+tJjU2hphL59CePcb9+/fTV1evUaMGN2/eTG94Jicn88msOXi+q3N3yyoakqLDCL9/AdvkR8yYMYO6devmuhbJO++8w5YtWzAaOQ49w//mNORHjGQnQhRFIfjqYVJ8TzFz5kwGDRqEkZFR+mT98kJkZCTNmzfHq7egxQivYqnniqKQGJ2KkYU+Qgj2BOrctLSpGkIP3yb4t1McPnwYT09PLC0tcRvVHJ/FR+jZsyeOjo5cv36d2F5OWHt7opcWalfRKiipGvTUBRcNikaLUP3nkqlJSOHUsMVUfLMND/48juPXHyLUJTO0/yyFSEYyipL82JDknlwgWwuafnGhiY8jbvcWjTY0+HjwQ98+cpSkfCLFSOF4EfIIRcvnrcAYftp/h+1XAjBT6zO6tRejW3lhblS23LfK2r2UoX2LGSGEsHZwnGJcwekbg9d6q0yNqpLknow2OQX/T74HwMTEhKNHj/LZZ58RFBQE6Calnzx5kjNnznDq1Cm2bNmCytYKbXwCjr6PMfQsvlWfSwvDSu6ZJrU+aURYNXk6jKgQQheOFnDo0e+p/Wp7Jxx69Mu1R9OhZ39C92wjNTqKsEO7SfJ/TOJjX4YOGMCkPXvShQjAvHnzCAgIwNXVld6vjUaoVDgPHgnoBIM2NYXQWydJio3AvlozjKwccKrXkW5O4QwcOJBRo0axcOHCbO1QFIX79+8T6+qFSQGESHYiZOfMEaxatYo//vgDJ3191p08med6DLdv3+bvv//G39+fkSNH4u3tzfbt21Gr1ZiYmLB48WIePHiAubk527ZtK5EQqtmRmprKkCFDsGqYQMuReY8uabUKikZBZfC0fU8EB8C1aVsIPXIHANvmFTGvFol5NSeMXawQ+ipiRBKtRvSgtUs96tevz/nlJ6jQpz47du2mRqWqzJw5k++MD2ZKX+gJRCGECJBJiAAE7b2OolW4v+gwNk288KoYmb4vr0ntnq4hZWrie04YPlTnOpcku+MLmn5poDIxxaLvUFXc1YutLZP3+Fna2r0aFRa6uVSMkUgkZY5qTub8+kpDbgfF8MOe28zbe4dlxx8wtk0lRrbwwKSQ75EXGVliBUQIUcHM2elsZESEs5KYxPbOg2nXrh2ef85CT22AZZ+OqKwtcXFx4cqVK8TFxbF+/XrmzJnD1atXadiwIZdMQRjrGqyaqBiMa1VB7eJUyjkrforamMhuJCQjif5++K/5EyUlGfP6jdEzMGT5rBl069YtPSSvVqvF39+f1NRU3NzceP2vf/D/awkOvQZg6d0800JwARd2ExN4HxPbCtzb/yfVe09g0fhOjBs3jhYtWvDdd9/laEtMTAyHDx/GbsTYXG3OTojEBvkQ43+XuNCHGMQH47H6f/Tt25fvvvuO9u3b5ykc/Pz8aNWqFebm5nTp0oV+/fohhMDT0xM9PT2ioqJ4/fXXeeWVV+jRowcPHz58JovNKYrChAkTuBt9jhGzGud6bExoIpu/vILveV0ndL1eLnSaUBUjM11PU0YhAlD1vc6YuNnwcNUpTNxtSY1P4uGa0yQ8isDQ3pzk0FjU1ibc6aYhRq3gYF+DKu92pPL4Dggh+I6DJZLnJ5hVdsC+bVUMHSzweCXzyKina0ie52c8Ji9hknHE4VnP6ciadmmNZpQEprXrY+hR0TRmx8YNDjVrnAm5cbOzoigxpW2XRCIpG1R1NGfBsEZcfRzF3N23mLXzJkuP3mdcu8q80tQdI4Py5cVQmkgxUgAsLS0HG1qY/ZVsqtavaVOZmJgY2rdvT2BgIIpGQ9TmfcQcPM2Art25ffs2o0aNYt26dcyZMwcrKytCQ0OptvJ7rFBIfhSEkpyCWdvG5XLdgdJE0WiIOH6I8MN7UQQoiYlEHjvA77//zksvvZQe4jMgIIChQ4dy/fp1jI2Ndau9Gxhi2bhFtiM1xrYuhN07h3O9jiiKQsCuH+mz52dmzZrFsGHDcnUvsrCwYPr06XyxdBkuQ18Hcl9xPaqSIYqi8OjkZiIfXuX9d96kUaPXad68OS4uLgVyZRJCpC8md/DgQa5du8bjx4+pU6fOU8f26dOHl19+mdOnT+c7/cLy1VdfsenASkYva4ZKP3dBtXbKBVxqW9HnyzqEP4xn8YgT2Fc0o+mQ7N3iDCyN8Xq9FSpjAxKDonF7uTHXz2/FtqkXRs6WxNwMwGtMa2waeeLQ/j8hU5KukA8e2aeLCIsazljUeDoyWGF4kmZuoiS3EYqChtgtLgrqllUW0Te3wLL/q3qhdw43NY8I9zc0NOyTlJS0v7TtkkgkZYfaLpb8MaoJ53zD+W7XbaZvu853u2/RrKItravY0bqKPZXsTZ8LV/ySQoqRfCCEMHNxcVnRunXrDtOnT9dv2LAhAL6+vnTp0oWOHTtinJpKDU9Plt26g5NT5lEOGxsbdu3ahb29PbFxcQh9FUpKKgBG1byeWzFSnL2kKZHhJPj5MrlpPX79dT7u1tZoTU04fPgwFSpU4JdffmHhwoW8/vrrhISEYGdnx5dffsmhQ4fo168fUVFR7N+/H0tLS5Z8+D4DBgyg+tfz0tOP8RAYeDTAQ23Eg0OrOXZoHwYGBnh5eeV7dfuoqCjUtjk3GC3vJWVyy4oP9SPy4VWC/O7n+xrZ4eDgQPPmzTlx4gS3bt3CysoKG5v/FpgMDg5m+/btbNy4kcuXL7NixYpCXys/JCcn8+mnn/L73/N5Y0Xz9NGNnHjbeTm/Bdbni29+Y9GpKWyfdZ0O71Sl/ksu6cd0droJPD1CYt+2GufH/UXUlcfE+4Zh4mlL+JkHACQFP9tO7CfuVfkZ+ShK+uWJ50GQxFw5T+TGbQBmtWrV2uzk5LQuKChovKIo8aVtm0QiKTs08rBh9ZvNOHEvjO1XAjhyJ4T9N4MBqGBpRKs0YdKysh02ZXTSe2khxUgeGBoaNnd2dv7n66+/dhw5cqQqo7L18PDg1KlTTJw4keXLl6NSqVi7di3jxo1LXxxNq9UyYMAABgwYQL2p72D60J+k275oY2Jx/uYD9K0scrr0c0VhI/AoikLorq2Im5dp3749t27d4vHjx/j4+NC0aVOWLFnC8uXLCQ8PTw/b2qtXL06ePMkPP/xAixYtMDExwcbGhp9//png4GDat2/PpEmTwFLX2L3//VcYOrvg3P8V9FrWoJtBOwIDA3nppZcKlEe1Ws3QujXYm8P+TEIk3B+fA3+x4MfviiREnlz38OHDGBgYoCgKrq6uVKtWjYoVK3Lt2jVu3rxJ586d6d+/PytWrMg0j6Y4URSFo0eP8t577xFv+Zixq1piap37fW78eAINejRg4MCB7Nmzh8ubExi5sAkValpme3xWUWJcwYq3VzRl61YtvsuP49C+OrZNSy+8cUbBUBKiJD+jJDnxLIRBbvNInkUUrpLAskET9Ft5EnvsHNf3HDdrVK3GSK1W29HAwKBnSkrK1dK2TyKRlC2aV7KleSVdJ7NfeDxH7oRy5E4IO68GsvbsI4SA2hUs00dNGnpYYaj/Yrt0yWhaOSCE0Hdycprp7Ow8ev369Va5LXw3ffp0vvjii/TvPj4+uLu7s3XrVqZOncqtx35oY+IwrlsNw2pe6NvbYFy3GnqG5eNlXBLk1RBJjY4i4sQh6uorhIeHc+jQofQV3pcsWcLixYs5ffo0Xbt25fHjx0RFRfHWW29haGjI0KFDsba2xs/PL33V+yf1XAjBq6++yoYNG/j9998ZOHAgs2bN4n//+x8mJiYMGzaMjRs3curUqQItdgjg7+9P/fr1MR4wHKMKrtm6aWmSE3h4fD0Gsf58/fXXjBkzpkDXyAutVsujR4+4desW9+7do2rVqrRq1Qp1HvNvinrNZcuW8dNPP5GQkECtYUY07Oea65C0VqOw8fPLRFzSZ+HChRgYGDBmzBhOnTqFvb09M671KpQtWUdOyiP5GV0p6ghJSQmBgkxoL0k78kKblERKVARqW/scA2RkzMuTBWbj4uKYPXs206dPx9raOkGlUn0aGho6T5Ev0mJDCGEFLAFqAwrwOnAL+BvwBB4AL+cV5UxG0yocL0IeoXTymarRcuVxVLo4Of8wEo1WwUSt4mVvN95uVwlHC6O8E8onZe1eytC+BUQIUdHBwWHr2LFjPT///HMT/XysD/BkorS9vT2LFi1i3rx5PNImYdm3E8b1qoOiZJos/aKTUyNEm5JM+KG9KFfOMWrUKDp16kTz5s2fGj3QarX89ddfjBypi4bVsmVLevXqxdSpU1mxYgUTJ05MX02+bt263Lt3D2NjY9asWUODBg34999/+f7777l27RotW7Zk48aNtGnThk6dOtGxY0datGhRqHz98ccfrFy5kkjPHtnuj/S9ilXEZQ4cOIC5uXmhrlHWGDVqFNevX2f69OmcrvBTvhYyfHghnI2fX+b+5UDMzMxYvHgx69atY/fu3YUWIk8oz4IkN5FREm5az2qV9mdlQ1Yy2qRNSk7vAAr+YRkJV25j4l0bu7eH5suX22fEh+zatYuxY8cSHx9PaGgoJiYmipWV1UF/f//+iqJEllQ+XiSEEH8CRxRFWSKEUAMmwCdAuKIoM4UQHwPWiqJ8lFs6UowUjhchj1A28hmTmMKJe2HsvBbI5ov+6OsJXmnqztttK+FQDKKkLOQxI1KMFABLS8uBVlZWC9auXWuX2/og2REbG0ujRo14aCSweqkj6kpuBZqwpCgKyT6P0DMxwsCpfPmGF5aMUYCUk0EErl9Fn3ZtmDt3Lm5ubrme+/jxY44fP07btm1xcHDA2dmZuLg4evfuza6gCGzbdiY1Jprk4EBU5hYkBwWQsGcr69ato0GDBtja2vLgwQNOnjzJiRMnaNasGUOHDi1SfgICAqhduzaPHz+m1fj5T+1vbHAHRVFyDBFc3khOTsbY2JiIiAgsLCzyLSQO/HaHhMgUji2/n56Ol5cXAxdUxqFS0UVaeRQkZWU+SGHXAnlW18wP6Su1R8cSvnwzSfd80UTHYtqiIdYDu5L84DFhf25EZWmOSeM6WPZom2t6ilaLzU9riY2NZf78+XTu3JnExETi4+PZu3ev9v333w+KjIwcGBcXd7xYM/KCIYSwAC4BFTOONgkhbgHtFEUJEEI4AwcVRamWW1pSjBSOFyGPUPby+TAsnp/332HDhcfo6wleberBW+0q4mBeeFFS1vIoxUg+EEIYVKhQYUH16tUHrlu3zjLjBOC8SE5ORgjBjBkz2LRpExcvXkzf5/nnrDzP1yYkEvbnJuJP6s6z7NuJpcPeYt26dcTHx/Pbb7/h7JxzZJ78XKOsE3PwFKp/jzJv3jyGDs1fT2VWkpOTiY2Nxd7FFc8JH6Nv9nSjNmT3NlQ3LxMWFkZAQACOjo7FYX46iqLw6quvcvr0aezt7bG2tmbBggV4eHiwYcMGpkyZwvnz57G0zH5ORHnEw8OD/fv3U6lSpXyLket7A/l35jXOHL5MlSpVAGjQoAHjxo0jsNmm9NEVTaqWMN84EmNSMTLXL7BQKU+ipKyIkdKiJEZp/qrUkrFjx7Jlyxbs7Oz46quv+GHRQvTtrDGqWRmjal6Er9qKy8zJ6a5YT4iNjeXEiRO0bt2a3bt3M23aNM6ePZvts8nHx4d+/fpFBgYG/hIUFPSFoijaYsvMC4QQoj6wCLgO1APOAROBx4qiWGU4LkJRFOtszn8TeBPA0dGx0Zo1a4rVvtjYWMzMzIo1zbLGi5BHKLv5DIrTsvV+Csf9U9EXMKKWmlYuhVtMsazlsX379nLRw9wQQrg4OzvvHjduXKWpU6caFmRBuAYNGmQSH0OHDmXmzJmMHz8+z0qQGhqB/qXD+K04AYBRzcr88O4kAgICmDBhAt9++y13796lZs2a6SFrzczMGDp0KE2aNHluwsTF7D1B9K4j3DxxmkqVKhU6HbVazalTpzB0qpCtEAGw79KLCUP6s2fPnkxCZMuWLbz77rusXr260C5aoJuTsmLFCs6dO0dqaiqHDh2iTZs2tGvXjh07drB169bnSogAVKlShTt37hTo3tXs5ER8ZDItWrRgzZo1dOzYkenTp/PJJ59Qc29NIipcwv9aFPdOhWJqpcbYSk1UQALuDawZPKcheqr81f2conCVJi+66MiJ4phgr2i1JHumZtpmbW2dXje/++47xowZw/z589lU047wvzZj3l43An748GFA52pZq1YtlixZglqt5tGjR0RERDB58uQcn7leXl6cOXPG6uOPP35/5cqVXYQQvRVFCS5SZl5M9IGGwLuKopwSQvwIfJzfkxVFWYROzODt7a0Ud69wWetpLglehDxC2c7nYODgrWBe++MMRnbutGuX6yBgjpTlPGblhRcjVlZW3VxdXVf89ddfdm3b5j5Unx1DhgzB1NSUMWPGpIc0Xb16Nd7e3nTq1Cnbc5yNfbg5cwex94JJjU4EwM7OjlT/UP755x9q1arFzp0709eJGDduHP/88w9qtZrAwECGDx+OmZkZx48fx8io+CY7lSQ5RdlJ8nlE5Oa93Lt8tcgL8W3atImBw0dg16lnrsdNmTuPv3/8HtCNZMyaNYv58+dTq1YtDhw4UCQxAqBSqWjSpAkALVq0oHHjxjx69Ii3336bgrr+lQdq1KjBlStX6NatW/q26KBEdn1/g3Zjq2BfMXtR3qCPKxeXxaTX4d69e9OxY0c++OADtiz0JTExET19gdpYi4WhHkJPYGKpRhRi6lVnp5ulLkikCCk62uQkkgIDSIkIIyUiDG1SEipjY/SMTVBSUwnd+y/CSI2BiyN2Ywfj5ubGrVu3GDx4MNOnT6datWpUr16dn376iZ+Alit2cc9TF1WvbceOkJpK3759uXDhAp9++inDhw/H39+fOXPmkNf7wcDAgLlz55p27tzZ+/XXX79oZGTUNzExseQX9Hm+eAQ8UhTlVNr3f9CJkSAhhHMGNy0p9CTPNduvBGCor8fIFp6lbcoz4YV10xJCqJycnGZ5enqO2bhxo2XWtUEKw4ULF3iyBknaNbCwsCAqKgrrV3tj0bkljqq7+Cw+TGpcErW/6ovh99eoWbMmPXv2pH379ukL9uWGoij069eP+vXr88UXX9B+/5Qy3dDJ2NuZVZCELFyD/vX7TJ06lY8/zncH2FMsWLCAGTNmsHbtWkbtO5XrsfdmfU7n1q349NNPmTdvHnfu3GH79u3cuHGDqVOncubMmULb8TwQEBDAH3/8AYCxsTHvv/9+rsdv2bKFGTNmsHv3biwtLTly5AiDBw/Grh48uhrJhM1tMTDMHLHI71IEGz+/jHe1Nvz7779PXd/FxYVvv/2W4Pq7QIGIx/GYWBngXL3wo0qlKUbK8u+zrJHd6Mit/+nqYI8ePXj8+DE1a9akYsWKmJubExERQUREBNHR0bz77rtUqlSJJUuW8Msvv2BpaYmfnx+urq58+OGHT0Wva9iwIYsXL2bA1b2kBIQQNHMRqZHRRc6Dj48PvXr1iggLC/ssMDDw6cljkhwRQhwBxiiKcksI8SVgmrYrLMMEdhtFUT7MLR05Z6RwvAh5hLKdT//IBNrMPsCrTd2Z1qd2odMpa3nMbc7ICzkyIoSwcXR03DF8+PBa3377rakqh9COBcXZ2ZlZs2ZRpUoVvvnmG86ePUtUVBS9evXilmMiIT/8it/NADq2ac/Kf1Zib28P3QtlP3PnzqVv3778/PPPxKmSUZkaYjaoL8a1qhRLXoqT3Nwvoo+e5b333iMqKqpI12jRogVJSUm6tUbyECNe73/GwT8Xcn/0aN58803++OMPzM3NcXR05OHDh/j4+BQ4rO/zQkpKCv3798fd3Z2jR49iZmbGwIEDcw0m0KVLF/755x8qVqyIra0tkZGRLF++nJYtW9KnTx/Orfej2Suemc65fSSEwT1G8cMPPzyVnlarZdKkSXz88ce8uaI57g1ssHEzKe6sPlPK44KFZY2oqCiOHj1KQEAApqamuR772Wef0bt3b9RqNe7u7k8dr9FoWLBgAQEBASQlJQGg72QHQmDzam9OT/uBSpUqFdoVNs1ty3r48OGz3Nzc2j569Gi4oijFM9v/+eddYGVaJK37wChAD1grhBgNPAQGlaJ9EkmJEhGve1Sc8gknICoBZ0vjUrao5HnhYs2q1eoajo6OlxYtWuQ9e/bsYhMiAE5OTkyYMIGQkJD0l1iFChU4cOAA9+YfJPKSH9qkVPbs2UNBJshnR6VKlbh8+TLXr1+nzsyBJAVFo29rVQy5KFmyihKVSsWNGzcIDQ3lq6++4sKFCxRmtK5evXrUqFGDmzdv5nmsnlqN26hxKK+OZVG8Ht7zllDtqx+o9e3PJFbwYPv27QW+/vPC9u3bEULg+VYY/v7+PHr0CHd3d3x9fXM8x8jIiOXLl3PhwgXWr1/P4cOHuXbtGhYWFiQmJnJ46T2S4jL78ddRd8fLy4usv7/x48dTsWJFHj9+jGtdK1KSn595wCW1MvvzRpJ7crYunbt27aJVq1Z5CpEnPHkmZHd8QkIC7777LlFO1gy9fgDQdfI4TBlN4i0f2rVrR8+ePUlISCh0PkxMTPjnn3/M3nvvvb5OTk4X0tyLJHmgKMpFRVG8FUWpqyhKX0VRIhRFCVMUpaOiKFXS/oaXtp0SSUlRq4Ilv7/WmEcRCfT79Tg3Aoo+WlvWeaHEiLW1dW8XF5eje/fudX3ppZeKLe+KorBnzx5ee+01jI2NGTt2LGfOnMHBwYHZs2fzxhtvoE1MoWbNmsyePZvg4OCnGmGFQQiBo6Mj+qZqhL6KSvU1xZCbkierIGnYsCEajYaIiAj69etHq1atuH//foHSjIuL4/bt2/mOjiX09Z/q9VQUBUXRcu/evQJd+3li7969dOrUCQsHI6Zd7M7OnTtxdnbG3d09z3Pd3d3x8PCgdevWnDp1ilq1ahFj8YBKze3YPe8/kfhprW3cunXrqdGWBw8e8Pfff/P48WOSk5NJik3F0qnoPUJ7AquX+nyRJ3i6hjwXosTwoTrTpyR4IkqeCJMNGzbQp0+fYknbzMyMr776ilEt2iMM/nMQULs44vDucFTTx2FtbU3Pnj2JjY0t9HWEEEyaNEm9evXqmhUqVLhgaGjYsjjsl0gkzzdtqtqz7q3mAAxaeILjd0NL2aKS5YVw0xJCCBcXl0+rVKky5d9//7Wwty+6u0RwcDDr1q3j6tWr7N69O1Pj+bPPPqNnz540btwYlUpFjx49GDduXHoI0+JG6OmhaLSkxiSWSPolwZMGTLWvfuDW7Nnp27/77ju++eYb+vbty7fffkv37t3JK7rZw4cPGThwIP379+eltYUf1dDEx5F6+zpOr7xc6DTKOwMGDKBfv36MadMQY0sDevTrTJe2PVEUJV8uK35+ftjY2LB27Vq8GtvyYFc49V9y4fxGP5oP88T2fCfcu7sTHR3N+vXrM52rKApqtRo7OzsaTEukAQUPKFFWREdePBEkz4vrVsb1gkqCmJgYduzYwa+//lpsaY4YMYImTZqwdvBaRvicyLRPqFR8/fXXVKxYkbFjx7Jy5coiXatdu3acPHnSsXv37lvt7Oy+DA0N/alICUokkueeGs4W/DWmKZ2+P8SSoz60qGxX2iaVGM+9GBFCqF1cXFa3b9++69KlS03V6sL34gUEBLB9+3bmz5/P+fPnM+3z9vamb9++jB07Fju7zBXG2toaa+unQqIXG4/Wn8O8qiNqa1OIK7HLFImMjZSsPanVvvoh037FRUWiR1U+/fRT5syZg7e3N5aWllStWpVBgwali5NHjx6xcOFCFixYwIcffsjSJAOKEuxY39SMixcv8tJLLxETE8PQoUOpUaPGcxNCOTf8/f3Zt28fFSpUIDIykp/7HWbqkc50eKcKx//ey59//smoUaPyTMfR0ZGAgABOnDhBwI1o7Cua4XMmnJRELX+9c5aUiIvs2bMHOzu7p9xnbGxsiIuLY8KmtjhWKfjCh+VFiDwP5DQPrKREidfkN2jTpg22trbFlqa7uzt//vknQ4cOZc+ePfQ4szXT/nb7V1G/fn28vLxITU1FX79or0s3NzfOnj1rPWTIkOmOjo61g4OD31YUpXwMZ0skklLhr5O+CAHjO1QubVNKlOfaTUsIYefo6Hj6vffe67l8+fJCC5HNmzcjhKBChQqMGTOG8+fP07dvX1avXk1oaCharZYzZ87w6aefPiVEngXOveoRefkRqbHlY2Qku4ZKRpcPo0dGWDVpyZkzZxg9ejROTk4cP36c999/H61Wy8WLF2ncuDH16tUjKCgI40/fZIETJHukFNm23n//y/bt2/H19aVHjx707t27UHNYyhP//vsvDRs2ZMuWLbw0qDsejWxISdSwfeY1anVyou+Xdfjkk0/YsWNHnmnZ2dnRu3dvDh06hCZVS71eLhiaqrDzMqXNmEqMXF6Pxo0bEx8fz5QpU6hWrRodOnRgxowZuLu741hXjdok/y6MT1ywypsQefDIvtyPiuQmOIrbdSvh3FV2XT6HRZdWXL9+HeCp32VSUlKB53h07dqVb7/9lnbt2rHQsV6mfUJfn6B+bZg7dy4TJ04sWgbSMDIyYuPGjZajR49+xcHBYb8QouysSCaRSMoUF/0i+fPEA4Y386Che8l1aJcFnlsxIoSo7ujoeOH333+vM3nyZMOi9G7fvXsXCwsLvvjiC/bs2UNycjIbN25kyJAh2NraPvOe86ioKHr27IkQgldeeYW3UlpgUcMZlanhM7WjKOSn57T2zF/4+kEoixNUHLh4mYULF6Kvr4+BgQE3b94kMDCQPa0qF/vE/e4rN3OqSgPUr41n+/bthIY+v76aEyZMYNy4caxdu5b6XyZQs6MTFWpaMPr3Zmi1sPbDi7jWseKHH35g2LBhPHjwINf0bty4gaOjI0ePHqXf9LocWnSH4LuxJMdp2D77Oqf/9sWjgQ3N2zfidMRGOn3tgHGTIJZtn0eHDzwYsaAJ1i55R84qjwLkCeVdhGQkL0FSXKLEamA3LHu0Rc/UmDrNmmDRtRV169bF1NSU9u3bc+TIEd544w1MTEw4cuRIgdIeMWIEGzZsYNSoUUyKNskkcpIePCZZJfjf//5XLPkA3TySb775xvS7775r7uDgcE4IUaHYEpdIJOWe6/7RTF53iZcXnsDB3JApXQu36GF54rl00zI0NGzh6uq6aceOHfa1axc+RvMTJk2axKRJk4rBsuLh119/TY/41KdPH2rVqkWcT+hz606UGh1FSlQkPXvqFjNMTEzEw8OD2jN/gbznVRcaoVIxcOBA6tWrx7179zA2fv7C661fv54NGzbQtGlT2tCGPy9VZenSpQwd15vUJC3aVF00q3t1/uK1117jl19+4bvvvsuUxsGDB/n55585evQoiYmJREdH0296Xer1dMOlliXxkSlpf5PZP/8OTV/xoHYXZ1T6ur6QCjUtaTE8f6GUy6sAgedLhDwhP2IjpwVPC4KBsz0GzrryM2vViNgjZ7lvFI3Nt+8z0qIyI0aMoGLFigC0adOG9evX079//3yn36pVK44fP07v3r3p0bo1273dEPoqzJrXJ2bXEX777Te++OKLIuUhK8OHDzfw9PSsOmjQoNNCiI6Kotwq1gtIJJJyg0arsP9mML8f9eHE/TCMDVQMaeLGG60rYm6U9/pz5Z3nToxYWFj08/DwWLxv3z7b3NZGKM886bnbvXs3nTt3ZuzYsVjVc83VnSi3hQfLOqkxUTSoWSM9AtmhQ4do1aoVByh+d5CsLF68GFfX3Mu2PNO8eXNOnz5N06ZNuXPnDhERESQkJJAUaEC/76tgavvfaJuqx0V+H3yJXbt28fPPP9OuXTt8fHzo378/3377LbNnz8bJyYm5dwelCw07z/+8UMztjejzRZ1821aehccTyoMAKc5nQ3Zzw4r7eaNvZ41Vv87p378kCOXTMfRLtOTw4cO0bNmSCRMmEBwczFtvvZXvdL28vDh+/DhDhgyh2r173OzbgphDp0kNiywx99vWrVuzd+9el+7dux82NDTsm5SUdCLvsyQSyfNCbFIq/5z144/jD/ANi6eCpRFTu1dnSGN3LE2efxHyhOdKjNjZ2Y2rUqXK13v37rUuyQnjpc2T1eLr1dP5OPfu3ZtFixYR/zAcVA5PHV/SDfaSRqj0CQ0NJTk5mZs3bzJz5kyM+gylJMcpktyT0b+ZwuTJk2ndujUmJuV70b3sOHXqFDt27GD8+PFMmzaNhQsXMm3aNE6cOEFoaCivuv/DUbs56cdbOhlz9+5dWrZsSUBAAAA//fQTtftZE9pqK2sSt8ID0oVIfnkeREdWyooIKehvvyDCJK+0n2WnhzDQ5zuDOCxG9OHQsg1Y9uvMtGnTcHd3p0ePHvlOx8LCgi1btjBp0iT8fv6blCGdsTp9I33UpSSoXbs2x48fd+jYseNWCwuL0dHR0ZtL7GISiaTUCY9LZt+NIPZcD+LwnRASU7Q0dLdiStdqdKvlhL7quZ1BkSPPjRixt7f/qE6dOh9v377d6nl0p8nIa6+9Ro8ePXBw0AmPVatW8cUXX3DQI5aQR5mPLctCJLeV2TOidnSmZv369OzZk8uXL6Nq1w1jd88iXzs7NLFxJF69S8Lu22jOXmNJYiJvvvlmka5VVgkPD6dhw4a8/vrrdO3alV27dlG3bl2GDBkC6MKR3rx5k2rV/vNXvXbtGrdu3aJChQp8+eWXLFr2K+PWtS7wtZ83AVJexUd+0yovo6nmbRoT+c8uYvYep169hgwbNoyFCxfy8sv5D9etr6/Pjz/+yPz585k2bRq2bm74+PiUoNW6SFsnT560bdu27e9WVlbjIyMjV5foBSUSyTPlYVg8u68Hsud6EGcehKNVwNnSiJe93ejXwIUGz/kE9bx4LsSIg4PDV40bNx6/adMmq6KE7i0vqFQqnJ2duXPnDjNmzGDPnj2YmJhw96Id+vnwJijpNQEKQm4hf58ghOBqzcaEH92PxcDhGDq5FOmat/73Pp5/zsq0TVEU/pdqx9ipX6H2qECyXwDaxESMjIyKdfJqWaJ79+5079490zZFUahbty5///03ffv2ZeXKldja2nL27FlCQkIICAigQoUKDB8+HNc2Kt5Y3gIr5+zF//MmOLKjrIgQKNmOh6zCJKdrFcf8kKJi1tqb5AePMTAwwNnZmUmTJnHnzh0++eSTAs2rGzduHA0bNmTixIn07t27BC3WYWNjw7Fjx2zat2//q7W1tXFERMTvJX5RiURSIiiKwjX/aHZfC2T39SBuBsYAUN3JnHfaV6ZLTSdqu1g8t3N9C0q5FyOOjo5zW7duPfrvv/+2LGoc+PLGwoUL2b59Ox4eHixduhRhqMZl9hRUlro1GvJqnJSFhkNGcmvkqIxNsO/cq1DpJromErVxL+qTVwgLC0Pvi0mo1Wo0NpYYONjQ1NqJe/fusdDBgZP7DtB62Mtoo3SrLs+YMQNXV9dC56m8sXDhQj799FMAduzYgZGREX5+frRr1w4nJydOnz7NwoULGbyoOo6Vs18LRIqQkqMsjHSWBRtyw6pfJwK/+Y1u3bqxatUqhg0bxpYtW7hw4QLLli3DzCz/0XSbNWvGqVOnStDazFhYWHD48GHrzp07f2dvb28SEhLyyzO7uEQiKTLhccmsPv2QVace8jgyAT0BjT1t+KxnDbrUdMLd9vlz+S4OynXr3dHR8du2bduOWb16tcWTyc0vEv3792fZsmXUqVOHd955h+nTp+P/wzIcp45Fz7BsNxhyIr+uW/lBm5JM7PUrhC87TEpAMD/OmkPDhg1p1aoVSUlJEBDM1DFjadeuHW5ubnh5efHGG2+gZ26KiXdt4s9eZdKkSWzatIm33nqLV155pVjsKsv079+f5ORkhg4dipGRERYWFtSoUYM7d+7g6+uLh4cHHae6ZitEnlcRcrDjf9HDso6olRRlvcGfG6XdySH09bF782VmzpzJrl276N69Oxs2bGDAgAE0b96cjRs3Urly2V1AzNTUlP3791t36tRpuq2tbXJYWNii0rZJIpHkzo2AaJYde8Cmi49JStXSsrIt73WqQscajtiYlt/n+bOi3IoRBweH/zVr1uztF1WIALRs2ZILFy7g6elJrVq1sLCwwO/xQ8KXbcRu7OB8pVHaDYfsKA5BkhwShN/SX9DE65ak13ey58Mlv2L0MIilS5dy/fp15s6di56eHh06dCAsLIw+ffoQHh6O3ZuD0TNUo4mO5UMc2Lx5M6+++ioDBgzA0LD8rOVSGBwdHXn99df58ssvOXXqFIaGhkRGRuLt7c3PP//M++ErqeV0M/348iRA8hrN8HQNeWpbRiEC8GDkRyUmSMqzAClrPP7oO97yiWXNmjVMmTKF8ePHExISgrGxMf369ePKlSulbWKuGBkZsXv3but27drNtLa2jo+IiPirtG2SSCSZ0WgV9lwPYtlxH07eD8fIQI8BjVx5rYUnVR2z9xyQZE+5FCP29vaTGjRo8MH69estX1Qh8gR3d3fmzZvHe++9h6GhIXo2FqgrPZ8hjfNL7K3r+K9cAoBpy4aYd2yOYUU3wpZtJDYoFG9vb15//fVM62VMnDiR7du3k5SURNXVPwCgsjBjLvGMbtuWffv24e/vj5dX/tbDKM/4+fmxZMkSfv/9d7aEzEJ10xKbDg95P3wlUHYESEm7SmUVIunXHfkRUHyjJM+jCCkLnRzvvfceHTt2xMfHhy1btqAoCh9//HG5CUhhYmLCvn37rFu3bv2TpaVlYlRU1D+lbZNE8qITGJXIOd8IzvqGs+d6EI8iEnCxMmZq9+oMbuyGlcnz9zx/FpQ7MWJtbT28Zs2an27dutXKwODFicGcG48fP2bixIksW7aMSP9gTJvVL22TisyThkxBGmqKRkPIzs1EnjoKQIXZUzBwsNXtS9UQe+QMbr9+Qd26dZ86d+VKXUO7RYsWmCUmYmBgQMOGDfn9999Rpk3D09OTuLi4omarXFCpUiW6d+/OqFGj6Nq1K00nR2NkZgCBhUsvJ9GQ3UhEQc4vCIqioI2KJTU8EsOK2Yv1B4/s821TcfA8ipCMlGagDM8/Z/FPrY44OjqiVqtZv349jo6OvP3228TFxfHee+9RHjqyzM3NOXjwoHXz5s1/MzExCY6Pjz9c2jZJJC8KqRotNwNjOOcbkf55HJkAgJGBHt4eNnzaowadazq+kOF4i5NyJUZMTU27eHl5zdu5c6f18+4uk1+0Wi3r169nzZo1/LpuNZbtO6MyMylQQ6cs9GLmRH5dthStljvTpgBg0rgOdm8ORhj8V721sfEIAwOCZi/BQ6Xi/qiPCQsLw9nZGT8/Px4+fEhYWBgpKSkkJibSpk0bLl68CMCxY8cwNzenatWqJZLHsoahoSFr1qwhPj6eyZMns/e9Rxh83hS9ArSd8yMgimtkQ9FqSbx6ByUllZp9HNLTVbRaEi7fJsUvgMj1u9KPd1/0FUKde0dGxlGRkJAQlixZwvz586lfvz6Wlpa8/fbbhXbZet5FSFZyCxFcks+enqt+pa6trjPCwcGBbdu20bt3byZPnsyPP/7I9evXCzSZvbSwsrJi7969Ni1atFivVqvbJCcn3yhtmySS55GohBQuPIzgvG8EZ30juOgXSXyyBgBHC0O8PWx4vZUX3h7W1KxggYEUIMVGuREjBgYGDd3c3Fbu37/fxtxc+uI94Z9//sHW1pYBV/dSYcb7QOEaO+VdkAg9PZz6v4KetxMGFZ5e+BE9gZKcQvJ9Px6+8Rn6b3xGjRo10Gq1REREUKtWLdzcdD3miqJw6NAhqlSpwubNmzlw4ABz5szhRQgbnRETExN+/fVX+vfvj8u/qVztl/fjojSiTMUdv0Dkpr1oQiO4er4yGudKmHduSdjitaSGRqCu6IZ511bE7DqK87QJuQqRB4/s092wAHbt2sXLL79M79692bx5M3fu3OHmzZu8++67nD9/Pt82lgUBYu6rPLUtxuPZhpXMrhxK6tlj4ObMuWX/rR/Ys2dP3nrrLRYsWICfnx/t27fnzJkzxX7dksDFxYXt27fbdenSZZ8QopGiKAGlbZNEUp5RFIX7IbGc843g/MNIzvtGcDs4BkUBPQE1nC0Y1MiVhh7WNPKwxsXKWIbhLUHKhRgRQrg7Oztv37t3r92Thf4kkJKSwrRp0/juu+94O/gyUDYaPSVBXoIkyT0ZQ/fM7leKRkNqeBTauHi08YlY9u9C9LYDKEnJWJibk5CgG249duwYtWrVSj9PCEGbNm0AeOutt3jrrbdKIEflAyEE8+bNo3HjxtTsNyLH4/IjQqK2HSDyn10Y1qiI4wevZxq5KiyauHhMdp1k3dr1VKlShXHjxrH1n60sHjyGxTYVcK/fDEdHRxRFYc61Oxi4OOYrXUVRGD16NGvXruWPP/5g0KBBgG6Nn5iYGC5fvoxGo8m3ncUZJS47shMaBTkvO1GS277ipiQESWpI+FMrp//0008EBgbi6OhIv379ivV6JU2tWrVYtWqV85AhQ44IIRoqihJd2jZJJOWFuKRULvlFcv6hTnycvhdP7K5DAJgb6dPQ3ZqedZ1p5GFNfTcrTA3LRfP4uaHMl7YQwtzJyWn/+vXrHbO+WF50pk2bhoeHBxPP3MBQFL2hU5ZHRyDnBl12Nmti43k0fnqmbbZvDGLBvB/Ztm0bhw8fplq1avzzzz80atSoxGx+HoiNjcXOLvNqmgUdAVFSUon8ZxcW3VoTvfMID9/6ApfZU9C3tSq0XamR0dj98S8uderQvn17AOrXr8/WrVu5e/cuffr04Z133kk/fubMmSzI5xNv+/btnDx5Ej8/P6ytdSvj3r9/n/r16zNw4EDatGlDampqJletvH4/hZkHlRuFFSAlnVZhKejzJ6/j39R3IKljx0zb9PX1GTRoEK+88goXLlzA0dGRevXqFdrmZ03btm2ZN2+e53vvvbdPCNFCUZSU0rZJIilrKIqCb1h8mvCI4JxvJLcCo9GmPeYqO5jRwEGfnk1r0NDDmsr2ZujpyVGP0qRMixEhhMrZ2XnX3LlzPZs3b17a5pQpjh07xpIlS7h48SJtF6/O1znmvsozd8soaTI2RhRFIfmeH7HHzxN/6hIm3rVJvHEf4/rVUVI1aP/Zy+4wDYMHD2bZsmXYpvmTS3InODgYe3v7fAsQJVVD5PpdpEZE6SKZVfYARQF9FWZtm6DvbE/C+esEzVmCy8zJhbZrcdVW9Lj0DVu2bEnfNn36dDw8PJgwYQLu7u6sW7eOtm3bcuzYsfR1YtTdWmHVp2NOyeL55ywmx5gSGxubPqcgMTGRSpUqAbBgwYJM4iyjuMhPg7o4RknKgngoCfJTflnLOyMZz92+fTtz58596vxBgwYxdepUatSoQefOnWnevDldunRhy5YtLFu2DGdn5yLmomQZPHiw6uHDh7Xnzp37jxCir6Ioz2dlkEjygaIoBEYncjsolquPo7jwMIILDyMJi9M9C8wM9anvZsX49pVp6GFNAzdrLE0MOHjwIO2auJey9ZInlGkx4uLi8vvo0aMbDB06tOyHPXmGhISEMHz4cH777bc8hUjWRkterhdlfXTkCVltjDl4GuM9p7A0M2Pcq6/y2rK1HD16lClTpqDyC6VDhw58vf5fXFxcSsnissn9+/f5+OOPiYuLo1q1aujp6WFnZ0e1atVISEhAX1+fjRs3csEwFZtszlc0GpJ9/Tn4yrtUqlSJc+fO8fbbb1PDwYEug/owb9484jo3waxNY2xefYnAbxZiM6IvNq/1I+LTH3njUSoTJkygzob5OdqY0wToe/fuMXjwYNzdM79QRo8eTefOnXF2duZJxL2+ffsSHR3NjBkz+Oqrr/DyCSH8nYE5uorNMYqiXr16vP322yxZsgQjIyNWr17N+PHjdWvRZBkpys7e7H5HOYmQ/HQUlJYAedadGLk9g3ITcTc+nYhGo8HAwIDQ0FAqTfiGFi1aPHWcSqVi6NChnD17lvv37/P333/zxx9/4O/vT58+fTh06BDGxsbFlp+SYMqUKUb37t1rv2HDhpnAR3meIJGUcxRFISg6idtBMdwOiuFOUCy3g2O4GxRLTFJq+nEV7U1pX92Bhu7WNPSwooqDOSo56lHmEWW1U8XJyWlyq1atPl+3bp25nDT0H7GxsbRv356uXbuyzjDnnv38NFxyamCUZTGSXUMles8xrE9cY8OGDZlcLh4/fszff/9NgwYN0t14JP+xfft2hg8fzuTJk6lRowZ3797VPfCDgrh9+zampqZoNBq2+9/DZthL6BkbZTo/5uApItfuoGbFysTHxxMQEICJiQk//fQT/fv3Z8GCBSQlJbF7927ujeiCEIKk+34E/7CMkAcPiY6O5r333uPo0aPMnj2baQQisoRbzannW0lNJWbKXHbv3o23t3eB8u3j48Orr75KeHg4IU1rYNauCUaP/svbk2ukBIeh/X4FDx48SF/s8qeffuLHH39kzJgxvP3221hZWVHtqx8KdP2cKA+jHc9SlBTErU3Raml44wzHjx9n6tSp/PXXX9StW5cFCxY8deyZM2do06YNnTt3ZtWqVZiampKYmMioUaNYu3Yt69evLxfzSTQaDe3bt4+8fPnyO5GRkatK256yhre3t3L27NliTfPgwYO0a9euWNMsa5R2HjOKjjvBsdx5Ij6CY4lJ/E902JqqqeJoRhUHc6o6mlHF0ZzqTub5XuejtPP5LChreRRCnFMUJdsXdpkUI+bm5j2rVau24tixYzKEbxZ+++03tm3bxpYtW6j+9bxM+wramMmtYVGWBUlG7rzyARYWFuzYsaNM/ejKAxcuXKBr164EBwcXKkRt0NzfWfH5DAYOHAhAXFwcKSkpWFlZsXTpUsaMGcN7773HiRMnqF+/PjuauCNUKobciGDnzp1s3rwZNzc3Ll26xMSJE3n06BELFy7kzYALQM6N0CT3ZJIfBxE0azFJYRHo6z89uhEXF0d4eDgpKSm4uLiQ9Tmi1Wo5evQoEyZMIMC1ElZNWz2VRqJbEqG/rqKjsyf//PMParUaRVE4ePAg8+bNw97enokTJ1KzZk1qfvMT8PRvsKCNdylICke1Mwe4dOkSixcvZtmyZTRs2JAPPvgAPb2nQ28GBARQs2ZNbt68SevWrTE1NaVLly6sW7eOEydO4OiYvyAHZYGoqCi8vb3DfHx8uqampp4rbXvKElKMFI5nmce4pFTOP4zgdlAsd4NjuB0Uy+2gmEyiw8ZUTRUHM6o6/ic6qjiYYWtWtLahvJfPntzESJlz0xJCVPXw8PhDriWSPZs3b2bQoEFFFiJPzimLDYv8cnPwRE6cOEFiYiLt27enLArrsoytrW2hwxVr4uLxSBaZ1mkwNTVN///hw4cAJCcnp4fHre7jw/Lly3EY4YC9vT2VKlVCo9EQFhbG4cOH2bNnDwMGDMD4rZcxrlUlx2sbPlSjuDlg4GSH/asvEbpqa/oCdrdu3WLy5MkcOnQIS0tL9PT0SE5OZvz48bz99tvY2OiczfT09GjTpg2h9ZoRtfffbMWIkZ8hLj1HIC4cYciQIaxZswa1Wk379u0JDAzklVdeYfny5cyYMQNzX931M/6ezH2VAkWkehZCxPJeUqbvUZUK9owti8+L1NgYtm7dysaNG+nSpQtdunTJ9XhnZ2feeecdBg8ejEqlokmTJvj4+NCyZctyJUQALC0t2blzp22rVq22CiHqK4oSXNo2SSS5odEqHLsbyobzj9h1LYiEFF1Uwieio0/9ClR1NE8f8Siq6JCUD8rUii1CCDMHB4cdmzdvts/NJ/tF5eDBg1y9ejV9Iu4TitKIyencshoiOCUwBN/XPsb3tY8xNjZm0qRJVK5cmcWLF5e2aeUOOzs7YmNjCQsLy/c5yb7+hP72N9oZS+jVq1eODT8LCwtMTU2pWLEilpaW/Pvvv3h7e1O9enU6duzI4MGDiYyMxMrKiqZNm/LXX3/RqVMnevXqRWpo5FPpaZOS+KFRNWbUcCMp0B9DHxVqQ2si1+5AX18fY3cv+vTpQ6tWrejcuTOPHj3Cz88PX19f9u7dy927d/Hy8qJ379589dVXjB49GqsmLQncuBrTqjVzzK9QqbhevxVarZaRI0emC96+ffsC0LJlS3766ScCLu17qqEe4yHSt2U3dyvr51lQUPGRkWctRBSNhtjb19Gm5D5Ke+HT97C0tExfJyg/fPnllzRu3JjAwECWLl3KgAEDWLFiRVFNLhUqVarEH3/84ejg4LBdCFHmOhglEoCbgdF8s/0Gzb/dx4jfT7P/ZjD9GrqwYnQTzn7WifP/68zfY5vzdd86jGjuSfNKtlKIvECUmQeXEEI4ODismzVrllt5CrX4rIiIiGDEiBEsWLCAurN1k33Lg0tHcZJ4+wFB3yxM/z537lw++OCDUrSofKNWq9HT0yMlJSXPNVwAtMkphC3bwKguPRm/aDy1a9fO9nhFUZg8eTLDhg1jzpw5vP3225iYmDBjxgwmTpzIkiVLqFWrFt999x3h4eH079+f4cOHM2/ePDw9PUGtTU9LEx9H+NED2AT4Mub3eBo3bozvli2oTM3QxMUCoGdohF3nXpyJi8HslTH8GqXh1x+XZjaqYl3s36nC2TvXObbrAAY2tqjtHahQfxTGbh65lpOevj5r1qyhUaNG6OnpcePGDapXr860adP44osvUKvVWNsk5Hh+jId4poIjL54IkqyjJGUJbWoqj1csIiUiDD1DI9xGj0dllP2kco1GQ3R0NP7+/vkO062vr8/UqVNZsGABhw4don///lhaWtKtW7fizMYzo1u3bnpvvvlm9UWLFv0IvJPnCWUYIYQKOAs8VhSllxDCBvgb8AQeAC8rihJRehZK8ktwTCJbLvqz/vxjbgREo68naF/dgf4NXOhQwwFDfRmbSKKjzIyM2NraftCjR48Wr732Ws7LI7/APH78GD09PXr27FnapjxzlFQNiqIwPNmMqlWrEh0djaIoUogUkVOnTuHi4oKTk1Ouxz0RKtH/HqRXgybMnz8/RyECuoUSe/fuzaBBg0hKSiIp6b9Gr4ODA5988gknTpzgyy+/ZMqUKWzfvp0+ffpw7tw5KleujLLlIEl3fQFIiQwn4uh+7t27R2BgIJs3b+bTTz9FExeLTZtOOPYbgvtb72PiWRHzWvVQ2+W8KKrK2BiLuo2w79obq8YtsG7WJk8h8gQjIyNefvllAHx9dbbVrFkTIyMj5s+fT+Cl/TmKjaKIEMt7SemfgvBkVCbjJysFHSV5lmIqbO92utWvw61zZzFJSuDYhNG8aaLF69guBiaGkhT4GICUqAjsXFx455136N27d4GuYWNjw+DBg/n999/ZtGkTw4cP5969eyWRnWfCtGnTTGvVqjXUzMysb2nbUkQmAjcyfP8Y2KcoShVgX9p3SRnmZmA07625QPNv9/P1vzdQ6+sx7aVanP60E4tHeNO9jrMUIpJMlImREQMDg9oVK1acumDBAovStqWsEhgYqAu5WkyRe/KirExgj9l7gtYxurkya1xdOXz4MObm5qVt1nPBlClTMi0KmBuGD9W43Algwvz/ZTspOCtWVlZ8+OGHREZGZppL8oSaNWuyf/9+6tWrh6enJ+bm5hw5coTmzZtjZ2fHxo0bCelcEUNnV/QtLOnWpjUbNmwAwNjYmKpVq6Jt2wk9g+JzJ8zP5POPPvqIrl27AjBw4ECOHDnCxo0b0xvCWedhFaYBn5PwsLyXlKuAyMuNqqh2ZTyvpFy2UmOiCdm5GeF7jznLz2NpaUlkZCSNGjWifv36jB49mqNHjxK2/HfsXh8PgDYhIV0oFpQff/yR6tWr8/777zN69Gjmzp3L/Pk5h5kuy+jp6bF27Vrr+vXr/yaEOKUoSkBp21RQhBCuQE9gBvCkt6kP0C7t/z+Bg8hwxmWSMw/CWXDwHvtvBmOqVjGqhSdDmrhT2cEs75MlLzSlHk1LCGHs4OBwdf/+/RVr1apVqraUZX7++WcuXLjAMa86QPH2UmbXsCgLYiTpri+BXy/g1VdfZeXKlfj4+OjceCTFgr29PTt37qRRo0Z5itybn71H+/bt6dChA59//nmeaZ8+fZpvvvmGMWPG0KtXr2yPiY+Px9ramuTkZObNm8fEiRMBSE1NpUePHtStW5etli6E7t9J+MHd6fc/KSkJR0dHrIaPxdAh91GdvMjrd5TxtxE9fzbLli1LFyOgW/Nn7NixVKpUiQMRRV8sLz8jIDkJksIIhKI8R0pCkITePUz0jsMc2fIvzZo1Q1EUvLy8GD16NB999FF6wIUGDRowatQo3n33XZz7v4LB2aP069ePH374IT2YQX7p27cvI0aMID4+ng0bNqSL3vLK3r17lWHDhp0NCgpqpiiKNu8zyg5CiH+AbwFzYHKam1akoihWGY6JUBTFOofz3wTeBHB0dGy0Zs2aYrUv40KozysFzaNWUbgcouHf+yncidRibgCdPQ3o4GaAmbrsBbx4gryXz5727duX3Whajo6Ov06dOrWCFCK506lTJ77++mss3qyGXiEjIGVHWV38UFEUAr/WrRGwcuVK1q1bJ4VIMfPhhx/SuXNnwsPDcz3u1v/e58CBAwQEBDBhwoR8pd2kSRM2bdqUadvDhw/x9vbG0tKSuLg4AgJ0HbdDhgxJFyKg8+dfvXo1lStX5tq1ayQP74eXlxeNGjUiLCyMqKgokpKSWDagO2OPXChYpilYAzzjSECMtR23bt3KJEbs7e3p378/27ZtA7OiiZH8umLlNEKSV3S84nazKolREtOWDYm/eIM2A/ti2qIBEWt3sHjxYsLDw8m43lSdOnWYNWsWFy9e5Nh3X2NnZ8eAAQN4+eWXWblyJUZGRrlc5T+0Wi2hoaEkJibi7++PlZVVseWltOjUqZMYPHhwjVWrVk1FN8JQLhBC9AKCFUU5J4RoV5g0FEVZBCwCXWjf4g5rWtZCpZYEBcnjOd9wPtt0jRsB8bhYGTPtpYq87O2Gsbrsu2DJe1m2KNU5I4aGhm28vLz6TJgwIX9vjheY6tWrExwczOkP3iy2RkVejYjSjKglhEhvoI4ZMyZ9LQtJ8TFmzBgiIiIICAhgQct6aBL+m4Sd5J6c/pk7dy59+vRh8uTJuTbWHj16xKpVq1i/fj2RkZH8+eefDBw4kF9++YULFy4QFRVFXFwc1tbWzJo1iyFDhjBmzJhs3WJsbW3p3bs3K1euZPny5QDpC1c6ODiwbds2Bg4cyMExQwqU56L8duw6dOP9jz+mXr167Nu3L31769at2b59O9rUwov3gs4Jyen47KJ0lfTk+eJM2zjIDIf3RmIzsh8x+09i2rQew4YNY8GCBdjY2DBw4EC0Wi2//PILQ4YM4eLFi7Rs2ZKrV6/y77//olKp6N+/PxqNJtfr3Lp1ixkzZjBr1iw0Gg0vv/wyI0eOZPPmzTx48KDY8lNazJ4928zS0vJ9IUTOMbLLHi2Bl4QQD4A1QAchxF9AkBDCGSDtrwxfXMpEJ6bw2aYrDFhwgqj4ZH4YXI+DU9oxsoVnuRAikrJHqblpCSGMHR0db548edJd9njnD1NTU4KCgjAzM8N7zPdFSqsgvZmlNULSbMcF/v77b7RabaZeUUnxcP36dWrVqoW+vj7169fH39+f+/fv4/bxWOJOXkQIPRSNhqRbPjy4eh1XV1dCQkJYtWoV586dw8fHh4CAAB4EBIKRPkpSMkY1KqGJjiXZ5xEd27ajY8eOTJ06FdCNdoWHh7N06VJWrlzJtWvX+OGHHxg/fny29l28eJHOnTtja2uLtbU1J06cyLR/6tSp7Nq1ixo1anBYbYm+pRVhB3ejpzbEumU71DZ2pEZHEbhhNfoWlqhMTKhY46VCl1eMh0DRaIi7e5OgLevwsLfDzc2NO3fukJSUhGv399E3zD7iU14UNrJVUUL1FjfFNULy5HmjiYoh7tQlDCu5s3/oeIYNG8alS5e4dOkSGUfS69Spw9WrV9FqtWg0Grp27Urnzp35+OOc5zmvXLmSt99+G9At/lmpUiUARo8ejbe3d/q+8szp06fp3bv35eDg4Abl0F2rHf+5ac0BwhRFmSmE+BiwURTlw7zSkIseFo7c8qgoCjuvBvLFlmuExiYxqqUXH3SuiqlhqTvZFJgX/V6WBmVy0UNHR8fvP/nkE0cpRPKPlZUVwcHBNPphMaSFCy0MZXHhsox4uoZwsON3LIhfgLm5uRQiJUTNmjXTG3D6+vr06NEDGxsbEjUarF7pidBXIfRUWPXvTKtZPzOpqivTpk2jZ8+edOjQAU9PT0Zt3IWHkTHaxAT0jIzRN9MFF0h0S+KhnyEfffQeu3fvplUr3aKCNjY2TJkyhcmTJ7Njxw5atGiRo33169dny5YtTJo0iapVq5KYmJjJ/eaLL76gXr16REZGcvTbb4mIiuLVoUNxcnLil19+wcnJicCHD3n37beZt2IlSf6PUKr3LnR90v3e9BDVamH6QXXU18L4bGxHKlWqxMCvN2Sbbn4WGSxKiN28JrU/S4pjEdWMHR8qS3MsurRCSdXwySef0LJlSw4cOICFReY4Jx988AEzZ84kOjoaS0tLfv31V9q2bcuECRMwMTHJdKxWq+XRo0ekpKTQu3dvli5dmqlONWrUiLVr1zJ27Nh8BWooyzRp0oTBgwd7rVy58gPgu9K2pwjMBNYKIUYDD4FBpWzPC4eiKJy4H8biw/c5cCuEms4WLBnpTV1Xq9I27f/s3XVYVNkbwPHvHbqRlFAQk0WxO7A7106sVddYcxdzzdV13V1dXV17bdfu7u4OwKJFQEq65v7+QPmhAhIzDMj9PA+PMnPvOe8wxH3vOec9kq+ESkZGBEFwdnZ2Pnvv3j3Twv4LPz999913lC1blnUJqdWPc5OM5PZiIb9GR+xtQwA403ghnTp1olmzZowfPz5f+i7qRo8ezfLlywEwqlUfmbo62iXsiXp8n3g/b3TsHLiwcR1Vq1YFyHZltwVOdsycOZNHjx7lOrZ9+/bx7bffUq1aNb755hsqVarETz/9/+ZoXFwc4eHhWFtbA3Dt2jV27drFkiVLEEWRt2/fYm5hSZX+85CpK3f6YXYXoStqn4/cJCMZ9a2IpCYvyUhmv2P6eEZy+/Zt9uzZk2klvUGDBmFra8vcuXOB1DV2o0aNokuXLgA8fPiQUaNGcf/+ffT19QkODmbAgAH8+++/H7WTkpKCsbExr169wtzcPNevpaCIi4ujQoUKIb6+vpULY3WtvJBGRnIn/WuMiE1k9x1/tt3w5dXbGIx1NRjZuDSD65dCXa1wX7sVtfeyIChQIyOCIMgsLS23bdq0SUpEcqh+/frs2rULsXYzBEFI20wtuwrDiIiYIif0+ks6/tmRuLg4hg8fruqwioTg4GD+++8/7MdNIynsLYlvg5EnxPPu3i20LK0o/m1vZBqafLf8HHAu9aRsfj+N3nkQuzxW9ChVqhQODg7cvXuXu3fvAjBs2LC0NSw6Ojro6Px/ilTfvn3x8vICUhfqGxgYoKujzbm/vqfZxHWfta8oOVmEnhs5TRhy0s+HY/OSlChidORTt2/fxtramvj4+EyTkT59+vDTTz/Rt29fRo8ezZ07d6hQoQIASUlJTJw4kUemWhj/OgExIRGTl75M/iF1GteTJ0+4fPkyMTExHD58mPLly2NmZqbQ16AqOjo6rFixwnTo0KHrgTaqjkdS8ImiyB2fcLbe8OHww0ASk+VUtyvGn03L0LaSFdoa0poQieLlezJiZGT0XZcuXaRd1nPB3t6eGzduoHb7NgsWLGDw4MHUGPrnZ3/8M0pQlHHHUlE+jIbEeL3l1dpLOKSY0HbgQAYOHPjZNAuJ4sXHxzN27FhSyn6Dpokpmiam6JUp/9lxn35fZZYIp/9eE1NSeLNvO+sPHMhTjFWqVOHly5dERkaSkpKCkZFRliVc9+3bx99//03r1q3p0qUL/v7+aGhoKHXKnzJ3NFdmEpLRuQVl6hfA09bVKfMiEicnJ65cuULZsp+vyW7WrBnm5uY0b96cESNGcPTo0bQywL179+bq1avo9G1P4LTFpETFIGio0/uaO+fPn6dly5a0bNkSY2Nj+vXrx4ABA76qqaHt2rWTVaxYsbampmbzxMTE06qOR1IwiaLIvnsBLL4aj9+Jq+hrqdOzRgn61C6Jo5W0BZxEufI1GREEwdDKymrOwoULpe/sXGjcuDFv375l+/bt9OnTB0EQuL12wmfTZXI6YpIVZSYiH5IQgBcrzhFy4Rnjhoxk3rx5aGhoKK1fSSpRFNm/fz+TJ08mQE2T4l16pz2X/g53XkbfBDU1dO1KM2zYMB4+fJjn0qlGRkbZOq5y5cqsWbMm7fNt27bRp0+fz9YbfLG/bI4WKCsR+dImh8qqkqWIURJFUTc15qipMSlR9ejVqxdXrlz5rHSvTCbj5MmTHz0miiLr169nz549AMSu2QkyATVTY0roGfH69WvKlStHmzZtPpuu9bVZu3Ztsdq1a68RBKGsKIrJqo5HUrAER8UzZc8jzngEU8JAxvwulehYxRr9QrgwXVI45et3mqWl5S8zZswwzukFgeRjvXv3xtHRkRYtWjBo0CA8Z4zPMiEpiNOzPiQiCW+jeLnqAuZBajx9FZDji0VJ7q1YsYLFixcTX68Z1mXKIwgfX9wq6kLXpv93dHz3Gnt7+7RF8jVq1KBLly5ZJhfXr1/n0KFDmJubU6tWrSwXu3/JoUOH0qp6ZVf6BEOZox45lf7nOTcJY05k9bozS1SUMVULQL9ZHTyee9OrVy92796NunrWf74SExOZPn06kydPZuDAgXTt2pUnnp6khIRTtkoNfvzxR6Kjo3FxcVF4rAWNnZ0d/fr1M1u3bt1IYKmq45EUHMceBTJ13yNiE1OY2eEb7BK9aVq7pKrDkhQx+bZoQxAEewMDg17Dhg1T3eYVX5GSJUuSlJSU5TGKrGyjDKE3vbgzYjPD6nXj1q1bUiKSj6KiopgyZQonT55Er2yFzxIRRTtoaI2npycuLi6UKlWKQ4cOYWdn99Ei9PTWr19Ply5dkMlkPH/+nG7dujF69Gju3r1LTExMjvoWRZG7d+/SuHHjHJXEVvWoQEb9Z/Yz/enjyog9srTWRx/5TRAEzL7rTmJiIr179yY+Pj7L47W0tDh27Bhbt25l5syZdO/encEDBjB27FiOHDlCixYt6NKlCyYmJvn0ClRr5syZ+rq6ulMFQcje8KLkqxabmMyEHff5futdSpjocuSHBgyqXwrZVzRFUVJ45FsyYmVltWzZsmVmWc3zlmSfhoZGWjJi1bUvfuv+JuL2NT6tjlZQR0XCbnvj+dtxzh0+xbx586S1Ifns8OHD1K1bFwcHB4VuipdVO41Wb+PP4FgmTpzInj17ePbsGf/99x9nzpz57Pt2ypQpHD16lLlz57J8+XLOnj0LwMCBAylfvjzjxo3jp59+4tSpU2k/B9HR0fzzzz/MmTOHkydPpm18d/PmTYyMjFJLYueQqhKSnCQi2X0+L/Lj65CdTVYFdXX27t0LQM+ePb94fJUqVXj27Bn79+9HW1sbHR0dlixZUiSngRoYGDB9+vRi5ubms1Qdi0T1Lj4LYe+9ABqUMWPP9/UoY5FxcQiJJD/kyzQtQRAcq1SpUrdVq1b50V2RoK+vj5qaGmFhYUTcvIy2rR3hl88hqKlhVLVWnttX1qiIvW0Iolwkbu0DDu/YR/369ZXSjyRru3btok+fPirpO/2UwuS6Tejfvz/a2tr06NGDgQMHUqFCBUqWLElISMjHx1uWhu6lET0es83Tm9F1qzF9+nRevXpFp06d2Hj4ABpW5mjYWvJu5kwAdKo7kewTgoFjpVzH++FCPLN1FHmdwqXIC/300zPTt/s1bKr4QYUdf/H4338xNzfHz8+PEiVKZHm8trY2Xbp04eeff+avv/7KpygLpqFDh2ouWLCgnyAIv4ii+FbV8UhUp7mjJc0qWHDOM5jzniG0+MZS1SFJirB8SUaKFy++dMmSJaZfU4USVRMEgQoVKuDh4UFiWCjWvQaRFBmOTCP/ZsF5u7ql/T8hIYEVK1bw4MED9PT00NbW5s2bN7i6utKyZUvq7hiBpqkeIBAfGEF8fDwtWrTIt1glHytWrBgJCQkfTVvKzgZ92ZHRmoFPR0zS1jpUrILoVJkdHZrw33//4eLiQo0aNQgICMDJySnDvUz0K1QEYCvgeeMG3t7e1Bz+A5atuqJbuhyCIGBsUwVRFEkOD0Mop4FeBac8j/5EltZCFEUivR8hU9dEXUcfXVObXF/05+Trm5NRj4zWkeQmgSqIicgHR44cQVNTM9sjqtu2beP27dvUqJFhifsiQ0NDgzlz5hhPnjx5DjBS1fFIVEddTcayPlXpvfo6Y7bfZft3dahaspiqw5IUUUqfpiUIgqOtrW3VorBIML998803tP9nIZCCPDkJdQMjkiIj8txuZqMi8vgEoi/f4e3aXbS6+oq///6btWvXIooi9+/fZ8KECTRs2JCyZctiaWlJo0aN6Nu3Lw0aNOBmnzU8+/MUANvqT0VdXf2rKp9ZmIiiSGxsLFN37k97TFGJyAcfpn5lNgUs/WOCINDr8HkWLlzIs2fPaNeuHdeuXaPp+p1f7Kf83MW02rwPkwZN0Hu/CB9A26YkEdcuomlphZWuE/qvkkhOiM3TawJ49N8cXp7ZgJrPRXxOrmTZkLofPZ/dr1t+XOhH2QmZJjFfWvdRkBMRgG7dutGqVStq1arFu3fvvni8IAjUrFlT+p0D9O/fX11HR6e7IAhfx2YqklzT1VRn3cCamOppMevQU1WHIynClD4yYmVl9cv8+fNNld1PUdS3b182f9sZrfIOBF3Yh3HZmry7dwvqN1Z4X+bJ7jz55SCYWLL4+3FERETw6NEjrl27ljbv39zcnCFDhnx0nqOjI97e3hw4cIBKlSoR9TwIm/o2BAYGkpSUVCTnbqtSUlISxZu1IdrzCSWGjoEg1cWSPiGJshPSRkEMfETW392T7U0VM2vz2aN7RD26h9mQP3A/kNq2U9eMF8xnl7F9JQa1r8/ChQvZtm0bI0eO5Pbt29Qe/v/pP1ntrp6bi/y8rgXJquJWQUo6cjI1tPSW3/HeuZPatWvz8OFDGjRooMTIvi5qampMnjzZePr06T8Cbl88QfJVM9PXwtJQC011aRNqieoo9btPEAQrAwODhs2bN1dmN0VWixYtWLdsOSmRUcTdcydeeEv8az9S4uMU1kdyaASh6/dwf/wOVsz5k9j77gwfPhw3NzdWrVrFxYsX+f777zl58iR37tz57PxGjRoxYMAATE1N6dGjB13DHNHW1qZq1aqcO3dOYXFKviwmJoZizlWJD/DFdsBwjINS92rI7XoCRZa7zWgUJSfTqjIagSnVuC8AsW/9iY8IQlM/71MQzMrWYsuWLcTHx9O7d29MTExYuHAht9dO+Oi4TytP5bYClSIXpWc1UpKd8zL7yOj43MjOAvb0RFHExMSE4ODgXPVXlLm6uqpraGgMFARBR9WxSFTPJzSWUmZ6qg5DUoQpNRmxsLCYPH369GLS0LhynD59mg0bNtCvcQu0KjggyuXo1HTC/99/2PttSzxnjM9xm+nvTib6BfJmznJkRvoEvvJj4MCBnx1vbGxM165dadGixRcXkp4+fTptr4hixYoRF6e4pEmSudDQUJo0aYKBsTEyTS1s+n1HsfDUMsq5SSiMXiaknafs/TfyUumrmENVgLRRkXf+HsS+9c9TPLpmtlSvXp3Fi1Pb3LBhA3/99Rfz589n38zueWo7Oxf6ipDdtnNzXH5W71u7di0PHjzAzs4u3/r8WmhrazN8+HADQ0PDIV8+WvI1i09KITQmkbs+ERy4H0CSXHkl3iWSzCgtGREEQUMmk/Xs0aOHVMtXSS5dusSFCxdYsGABhi3qEXPjAW+PX6B5tcpcunQJIFcJyQdhm/Zj3LUlkQfPYmaW9+nFKSkpaXuJ2NraEhAQgFwuJzIykrCwsDy3L8nY2LFjuReTSJnpv2LVrR+GAak/krlNRLLzmKJ9aQ1KRgRBwLHLRADsGnTH3qUPr85vISUpb/G+1HTk33//Zc6cOdja2nLixAl8fX2pXr06MzuVTRsliY8IIujxBWJCfD9rQ5mJR0LJxM8+MpLTEY/stJdXORkd2bNnD8uWLaN69ep57rco+v7773V0dXXHqToOiWppqcuY1taRmMRkxv53n3HnYplz6CnPg6JUHZqkCFFaMqKpqdmpe/fuulpaBWdO8tfGzc2NHj16YGlpyaa2falubcf69ev5/vvvmTdvHjdu3Mh12/KERBJ9XhOwYqvC4u3YsSO7d+8GoHjx4gQEBKCmpoaxsTGmpqb8+++/CutLkjqNZdu2bZw9exbzlu0RZLK0C3lFJSKqkt3kRNfEGmO7SqQkJeJ1fit65iXxv3koT30nVy5Ocvse7Ny5kylTplClShVWrlzJwYMHGTlyJPXr16d83B1CLm3AhiC8T64iOT5a6SMeH2R0QZ9VEpGZrBIaZZX+zm678oRErly5IlXkywMLCwuqVKliJAiClM0VYYIg8F0jBy7+2IRNg2vxjakam69702LxRbr+c5Vdt/2IS0xRdZiSr5zSkhEzM7PJo0ePlnbRUSJdXV22b9/OqlWrGDBgAE5OTty9e5d27dpRu3ZtTp48CeTuQkQeFYOgrYUik8nevXuzbds2YmJiuHfvHs7OzowdO5ZffvkFAC8vL4X1JYEdO3YwY8YM9u/fj9EbrTwlIlnJai1EQUhgrKo0J8X3JhEREXjdOUuE96M8T9fSKGZKVP0WHDp0iPbt27Nhwwbq1KnD8+fPmTFjBlWqVGHfvn3cuHEDQRBoYRXFKdeuiKKY4chFdkcz8iq7fWenf0XFmJvXvLpkTapWrZo20irJnUmTJplZW1tLi9glyGQCjcqZM6qKNtemNGNq2wqExyTy4+6H1PrlNHMOPcUvLO8VCSWSjCilmpYgCJZOTk4ly5Urp4zmJenIZDKGDRvGhQsXSExMxMPDA0jdbff06dMMHTo0V+3Ge3pR65uKigyVypUrU7VqVfr378/Vq1fZuHEjnTt35vr16+zcuRNpU0zFWrVqFX/++Se1atWC1ZdzdK7Ry4RsLbjO7Jj0SUh221KWp/v/ZMSIWGbMmMGyZcvYtH41rt+NpGK3ycjU/1/NLX3M2YlXrGzE0zVPefr0Kc+fP2fgwIFoa2vTunVr6tSpk7Y+avbs2Rw6dIgtW7aQkpJCtK05miWt0CxhBepqpIRGIE9IhBQ58tg4kkMjkMcnYNKvIxoWpjle2J2fEkom5nt83q5uuLq60qFDByA16baxsZEqauVCkyZNABoLgqApiqJyMmBJoWOmr8WwRqX5rqEDN73C2HrDl03XvNlw1Ys2laz4rqEDVUoYqzpMyVdEKSMjBgYGvQYPHmykjLYlGXv06BFt27bF09OT0NBQ1qxZg5OTE25uOb/pJcrlRO4/zaJFixQaoyAILFiwgJSUFJYuXYqJiQk//vgjjRs3pmLFitJdTgX6UHq5evXqWW5smF2ZnaeINSTpF8QrQ42hf3I92ppdu3Zx8eJFevfuTVWncrwL8PzouOxWvfowwqQbZoxR59RKgelLVCclJdGlSxdatmzJzz//jIeHBxcvXiQwMJA7d+6wccosRlesQ23vCKp7BNFNx5Lv7CoyomxVpjRqw9pxk5nVZxBqy/4jOfxdjkYslDmqklWf+XWut6sbAQEBHDx4kCFDhnD37l3GjBlDy5YtiY+Pz3UcRZVMJqNTp05aMplMmu8m+YwgCNR2MGVp76pccmvCdw0duPgshM7Lr9B95VVOPHlDirTgXaIAShkZ0dfX/65Xr14F93beV2jmzJmMGDGCd+/eMXDgQA4ePMj8+fOpVq0aUxs04I+gmGy3lfDcB0FbUyl3GitUqMCBAwfSPjc2NgbA3d0dR0dHhfdXFMXExNCwYUNcXV3pPOv/GwfmJknI7nEfLuDz0seH/2eUDGT1XHbElTdAXehIt27dePr0KWPHjmXSpEnMG9KS30+/znF7H3aZt6jaBq1y9jz5bS0aVubUsC9DfHw8lpaW/PHHH0RHR+Ps7MzcuXPp27cvDg4OlChRgu7dv1x5682bN4Te9WP58uVU2rsi7fEPF/AfRiSUkXzY24YA4O1vrvC2c8vb1Q1/f39atmzJjz/+iImJCWPHjmXy5MlMnjwZdXWlb5v1VRo4cKDhwYMHRwFHVB2LpOCyMtJhSltHxjQry45bfqy/7MXwzXewN9VlSa+q0kiJJE8UPjIiCIK5iYmJhbW1taKblmSha9eu7Nu3D0NDQ06dOsX58+cxNjbm5MmTTJ8+nV2dmmW7rYQXPmg7llZofDExMXh4eODn5/fRjskjRoxAQ0ODSpUqKbS/omzu3Lk4OztzPiL/fgYVObrxoa30H4roR6+cI1FRUfj5+dGnTx/27dvHxIkT+XNAjVzHKggCxvrfYDvwe4p1b41Xs6q8bl6dp13qUXrL71Tev5KUsX349ege6tevT+3atYmIiMhW21OnTuXdu3eULVuWVcWrfPa8skZBPiQiH/6f/nNFyWns3q5u3L9/nwYNGjBw4ECmTp0KwKlTp6hevTpmZmZSMpJLNWvWBKguCIL0BZR8kbpMwFhHAzP91JshQe8SCI+RZvhJ8kbhyYimpma7Xr166Su6XcmXNWjQgA4dOpCQkIAopg6dlilThtmzZzN27Nhst5Pwwgcth6z3DMkOuVzOqlWrsLW1RV9fH0dHR2rXro2trS0DBgwgKCgILS0tEhMTKVu2bJ77k6TavHkzM2bMIP3+PqpeSK7oksBZJSxZqVmzJlu2bEEul1O7dm3mz5/PjBkz0n5esiOjili6DmUpZl4N7bJ2GBs6oRNskDZyoW5qjPmI3gQEBFCjRg369etHZGTkF/sxNzdn//797Nixg8GDB/PuZM7W/eTUp4lHrH84Hr8ew2/HLexsFLexYHaSEG9XN170nciN1gOZTXF+/PFHWrRowcKFC/npp5/SjnNycmLPnj1f3ONIkjlBEGjYsKEGUEvVsUgKLr+wWBYcc6fugjNM3PWAqIRkZnb4hhvTmtGkgoWqw5MUcgpPRiwsLAZ07tw5X3Z1TUxMpEGDBtIOvOnMnj2bW7du0bRp07THhg0bxqtXr4iS+WavSs5zH7TKlcpTHImJiQwZMoQRI0YQEBCAjk7qt0S/fv1Ys2YNampq2NnZUbp0afbs2ZOnviT/d/bsWURRxN7ePu2xTxdmK2p38JzKTfKgKB/Webyu35Lbt2/Tq1cv5HI5ffv25e7du6QkZm8Dzi+V5f10MbeWr2bah0wmY/Hixbx584YFCxZkO3YXFxf+/vtvkg6eR0xWTonN9ElISkISQwOr8M25FIJOPyX4vAcB++4pZIQku4nIh+mm1tbW/PPPPxgbG3Pu3Dl69uz50bHTp09n+fLlVKlSJc+xFWXdunUrZmNj0/PLR0qKmudBUQzecItGi86x9pIXtUuZsnVobc5McGFQ/VIYamt8uRGJ5AsUOiwrCIKajY2Nk5OTkyKbzVRKSgrR0dGcO3eOKVOmsHXrVmrVqoWaWtHdZ7F06c+nV6mpqVG7dm3OPPNG07b4FyvgqJsVY1Pl5tnqz8vLizNnzuDj45N2ETx06FDc3d3ZsGEDpUuXZvXq1TRu3Ji9e/fy6NEjpkyZQrFixejYsSNDhw5l4MCBvH37loEDByq0lHBR1K9fP9atW4e2tjaQswpRuV33UVikJiS6nDx5kmrVqnHx4kUaN26Mubk5yfExqGvpZnl+XvcHKT93MU+mjCExMfGjmwXZYWZmhra2NgnPvdOmUCa9DkatmCEyHe08xfWB/+47hN58RYJ7CP3jlgKpU/66deuGc51q2HSqkuu2M0pC5LHxhG09SFJAEFrlS6HfqCbzrZ0ZNmwYe/bsoXXr1ly/fp2KFSum3cz4VJMmTVi+fDnVqlXLdWwSaNasGUB7IPtD6JIiYf/9AM56BDOskQOD6ttjZZQv95olRYyiR0aq161bVy399BBl0tHR4f79+zRv3pzExETq1auHg4MDL168yJf+CxNLS0uSg7O3y7m2U1muXLmS5TEpKSn06NGD2rVrc+7cOTQ0NAgODuaHH34AUsv4iqLIixcvaNq0KTKZjG7dujF79myeP3/O77//TlBQEGfOnGHz5s0sW7YMbW1tFixYQGKiNP80N5KTkwkKCqJq1apA7pOK/Bw1UUXJXy0tLRo3bszRo0cBaNq0KW1LZT3ikNdE5MMaiVmzZlG8eHGaN89esv9Bw4YN2bFjByErthFx8AzBSzfxetpi3p3K+uc0Oz6MeLw5/pif+43j7t27REREIIoi06dPp0KFClR0qID7kbd57uuDpJAw3sxbgaClSbHe7Ym5dp+I3ceZMmUK33zzDXfv3mXr1q3UrFkz00TkgxEjRqSWr5bk2vuNZw0FQZDm20g+UsfB9P2/JlIiIlEahSYj5ubmHbt06WKqyDazw9TUFH9/f27fvo2vry+rV68mKSkpv8MosDw9Pfn777/Rq1s5W8drWJtz+vTpLOfR37hxgydPnuDn58fWrVuZNm0a7u7ujB49+ovtq6mp0aRJE9auXcvVq1dp3rw5e/fuZdasWfz999/Y29sTHh6e1n9O5vMXZerq6kyePJkBAwYAKDSRyKydvCQtH45XRUKipqaGvn7q0rb58+ezadMmBjirI4riRzulK2LH9A+jAmHbDvHrr7/y999/I5Pl/Fdv06ZNuXnuAoNKOqHtWBrzMf2If/w8T7F9SETig96hH6dGy5YtqVChAkZGH1dm//3331HfdZrT9bvmuI9PR0VEuZy3f2/ll3GTiDpzDe3ypTDp15G4e+6ULFmS0aNHY2dnl/sXJcmVrl27GmhqarZWdRySgqVWKRN0NNQ44y5Nh5coj0KTEU1Nzc7vh3tVonr16tSpU4dFixYxY8YMlcVR0Jibm6Orq4uaUfb28dCrU4WIiAhOnDiR6TGnTp3Cz9qY8v8twX7jQir/0pW7/u78+uuv2Y6rbNmyREVFAVCtWjXmzZtHWFgYJUqUYODAgchkMrS0tJDJZDg4OPDzzz+TkPB1TiFSlNGjR3Pr1q2PHlNUUpK+jczazG4/nx6X3wmJs7Mzz549A8DCwoKTJ0+yYcMG2liF4zljvML6SX8hHn3xFrdu3SIvm8FWr16dxYsXE7blIJp2NiSHZG+0MyP2tiGIKXJ8tlzj+Zg9TJs2jcym2DZt2pSZM2fi7OzMpCi9z57PbC1IRo/HXLtH7ZIOTJo0CYCzDbuje/gyasWMCAwMZMWKFZ+dI1G+9u3ba1laWvZRZQyCIJQQBOGcIAjugiA8EQRh7PvHTQRBOCUIwvP3/xZTZZxFiZa6Gk0dLdh6w5feq69z3jNYukEoUTiFJSOCIOhpa2tbWFpaKqrJXLl+/TpA2l1PCZiYmDBmzBjMNhzhULW2eLu6ZXrBpeWriaCmhk8ZS7Zs2UJc3McLe8PCwjAd0Jk5i37DoGmdtMf978XQo3GHHN/xvXnzJomJiURHRxMTE0NsbCzXr1+nc+fOAFy8eJHExES2bNnC3Llz0dbW5v79+znqoyjR0NCgfPnySms/O4lNRklLdkZQ8pKQ5OTc8nMX06pVK44fP542gurs7MzJkyf5559/8PPzy3UcmYl/7oMYn5irEZHMeI2ZQ0pUbOru7Tn0YUTEd/sNrJ/BnTt3GDNmTJbnDB8+nIULF7JmzRqe9f7898en5XozS1D669nQsmXLtGpvq1evpnPnziSHRaCtrU2FChVy/HokeVe5cmWSkpKqCPk1zzpjycBEURQdgTrAKEEQvgEmA2dEUSwLnHn/uSSf/NbVmaltK+D1NoaB/96izV+X2HPHn8RkuapDk3wlFDky0rBly5YqX328efNmbt++zfTp01UdSoGyYMECRo8eTbNmzbh+/TqiKGZ5B9igWV323LtB8eLFmTVrFgMHDqRatWqY2VgR9/gZlpO/Q8M6dXpx5NELRO4/zeDBg3MU09y5c2nYsCHfffcd9+/fR1NTky1btiCTydLaOnv2LMeOHWPdunX07t0bgI4dO3Ls2DFq1KiBi4sLR45Ie3V9YGZmxoMHD4iNjc1zW3mZopTb0Zj8GiFpvmE3MboGuLm5pSUkZmZm9OzZk2XLlimkjw8X4wkvfZGv3s3MmTMzLDCRWxoaGjRu0ID4p7lbI/fu6Wtij75g586dH1Vfy8ro0aMpWbJklr9fv7SHyHadWJYtW4a3tzeQuhHqh0pZsbGxOV5PA6nTyBo0aECPHj04dOhQjs+XpE5ddHR0VAPKqCoGURQDRVG8+/7/UYA7YAN0Aja+P2wj0FklARZRelrqDGtUmos/NeH37pWRiyITdz2g0W/nWHPxFdEJyaoOUVLICYoabrOyslq9bt2679q2bauQ9iTKsWHDBubNm0d0dDQLFixg0KBBlJ+7+KNj0l9IJPq8JuLAabS/KYNWKVs0S1ojaPy/CJu3qxs1atTgxYsXhIeHk5Obap06deLgwYNpn4uiyP3792nTpg3v3r0jPj4euTz1zkvDhg1p1aoVUVFR1K1blzt37jB37lwAZs2axcyZM3P19fgaGRsb8/LlS1q5bfzywZlIn4R8KIurChktws9rwvLhtSXHRFPuwVWsrKxYv349kLrreaVKldBq2xW9MnkbYUoomUjEnpPo3/WkZ8+e/PHHH3lqLyNLlizh0aNHrFu3DvuNC7N1jr1tCDE+ofhPO86aNWto3759jvp8+/YtpUuXxnD+ONT0s65AlpmxYak3Hq5cuYKamhobN27E29ubkSNHkpsNc+vVq0f37t2ZMGECvXr1Yvv27bmKq6hbsmRJysyZM8dFRkb+repYBEGwBy4CFQFfURSN0z0XLoriZ1O1BEEYBgwDsLS0rP7ff/8pNKbo6OivftZFdl6jKIo8fJvCMa8kPMLk1LNWZ5izyu9F54j0Xua/Jk2a3BFFMcNdhhWWjFhbWz93d3cv8+nCR0nBI4oi169fp0+fPjRr1oxZs2bR7N9dQPb2AUjP29WNihUrsnz5clxcXHJ0bnJyMnv37kUQBKpUqZLhxocHDx4kNjaWXr16ffR4UlISkZGRaGpqYmiYvbUwRcHbt28pVaoU7969o+Z3i798QhY+XLSrMhlRhvSJ1s0fBlO6dGmuX79OmTKpN4QvXLhAhw4dsBjthppOzi62P4w2PnjwgMuXLzN27FguXbpE9erV0dTMvJx2bj1//hwXFxcCAgIotem3bJ1jHHqX17+eY/HixfTt2zdX/Xbo0IF+/frhFu8NQNKbt6hbmmb7ZoQoirxdsY1+VeuyatWqXMWQXqVKldiyZQva2trUr18fT09PTE3zvZZKoffo0SPat29/1sfHR3WLPwFBEPSBC8AvoijuFQQhIjvJSHo1atQQb9++rdC4zp8/T+PGjRXaZkGTk9cYnZBM5dknGeHiwI+tCtf0Sum9zH+CIGSajChkmpYgCNq6urrFpESkcBAEgbp163Lv3j1MTExwdnam+On9hIfe/+g4US4nJTrr6T5+fn54eXnlqs6/uro6PXr0oHv37pnuwN6xY8fPEhFInaJiZmYmJSKf2LZtGx06dMjRCFVmDHzEry4R+ZSRkRHDhw9n+fLlaY+5uLjQv39/moflbO2I54zxbN++nRo1atCyZUuuX7/Oxo0bqVu3rlISEUgtAqGnp8eDBw+ydbw8PgGTwyG4ubnlOhH5QEtLC29XN6LO3+T1lD+IuXov2+cKgoDp4G6sP7SPH3/8MU+FKRITEwkICCAwMJDy5ctjZmZGUFBQrtsrypycnEhKSqqoynUjgiBoAHuAraIo7n3/cJAgCFbvn7cCpNJOBcAt7zBS5CJ1HcxUHYqkkFPUpoc1GjZsqJy/thKlMTY25rfffmP69OmcPXuWyZMn82rvSfTqVQNRJOrkZeRxCWjYWFK8VQ+0rWyA/4+eiKJIyZIlAZg0aRLlypXj9OnTqKurY2xsjJtb6qiJJP+EhoZiY2Oj6jC+KKu1KMpMgD7tt/zcxezu1Yu2bdsyc+ZMjI2NARgyZAh9+/bF033lZ9MYM+I5YzzR0dEMHTqUAwcOUK9ePXR1czeFKafatm3Lrl278P7ll0ynaonJKYRtPYjO41cUb96cgQMH5qnPkJAQ9uzZw+HDhzG98ghhSDci9p5Er17VbCfCMh0tik8ZzvJ/93Lz5k1OnTqVq6Tt+fPnhIeHExQUxNKlS4mPj6dUqVI5bkcCMpkMJycnITAwsDzgkd/9v0+C1gHuoij+me6pg4Ar8Ov7fw/kd2ySz93zCQfggX8EVUoao6+l0H20JUWIQkZGihcv3qpZs2YGimhLkv8MDQ3p3LkzT5484czWnXTUMuNbfStun7tIYnQMq3+eS/yezRzp3QFIrbj14cO0WVs6deqEtbU1Pj4+dOnShV69elGxYkWaNGnCrl27VPzqio6IiAjWrFmTttBfmRSx/0Z+yirervtO0bVrV1xcXNI2TH3z5g2vXr3KViJyb+Jwdu/eTePGjalVqxbNmzfPt0QEYMKECaxevZrHjx9nekyiTwDx7i+5evUq27Zty/MUpp07d1K+fHkMDQ25desWIat3gFxOclBojtpRM9THfEw/ihUrxpQpU3IVS7ly5VBXV6dNmzacP3+eRYsWfXGjREnmmjdvbqSpqVlbRd3XB/oDTQVBuP/+oy2pSUgLQRCeAy3efy5RsfaVraldyoRFJzyp/+tZfj/hydtoqfy+JOcUksZqamq2ql+/viKakqiQmpoaDRs2pGHDhh897urqSkxMDJ07d+bG5cvUXvYv8H6qhUtz3IH9GVTmEgSBZcuW0b179/wIv0iTy+UUK1aMLl265GrKXE6kv6iPshNyNZJh4CNmmhzkts2M4ssOQRA4alKSscOGUa9ePdasWUOVKlVITEwkJSYaNb2MFwCKcjld499ibW1NjRo1mDhxIj169Mh13LllZ2fH/PnzGTRoEOKorhmOTIiJScj0dNPWxeRVRhW1erfrSF2DUvxGVI7aEmQyVq5ciaOjI7/88gva2to5Ol9DQ4OhQ4diaWmJkZERjo6ONG7cGDMzM4VMVyxqatasqWltbd2c/1evyjeiKF4GMnvTVLqORfK5cpYG7Bhel3u+4ay88JLl51+w5tIrutewZVjD0pQ0zb+bMpLCLc8jI4IgCMnJyfbZLQ0pKZy+//57WrRoQYMGDegvxBDn6/XR8+XnLqb83MXYb1yYNlUkPj4+07UgEsWSyWTMnDmT0NCc3ZnOqYwu9HM7QpJVwpHbNnN7niAILA1LRLtLH7r27Uf9GfPRq1CR6GdPPztWnpTE27PHKX39NJcuXcLDw4PTp0/Tu3dv1NTUctV/Xg0dOpSIiAgSfQIyfF7ToQRJfoGf7RukSF27dmXnzp14u7rl+NzixYtTtWpVjh07lqu+Fy9OHcEqUaIE8+fPx8LCgurVq39UrU+SPdWqVSMlJUVVIyOSQqhqyWKs6l+D0xNc6FzFhp23/Gn8+zn+POmp6tAkhYQipmmVcHBwEKU7UF83QRD4888/mTNnDtHR0aQc3YPJ0Z38aGVAi6CXxPm8+uycLVu2MHr0aBVEWzRNnz6de/fuERgYCORtKtWHcz/9+NLxOe0jJzFk59i80rG1w7rXQN7s3YZGMRNiX6T+MX069QcGaSRQ+/k9kjf/Qx1ddTp37syJEycoXrx4nvvNK0EQaNu2LfGPM95zRKalibqFKe7u7kqLoU2bNnh4eHDhwgUedx1FyD/bCVm5HTEpe3sQ9OzZk927d+eqb21t7bRpdiVKlADg3r17dOnSJW0fGUn2GBsbf9jxXJH7kEmKgNLm+izs5swltya0qWTFsnMveOQfqeqwJIWAIn7ZONepU0eaoFsECILAt99+y6+//oq7uzvTpk3j1KlTLF++HL91n5elDwgIyNO0kISEBIVs3ldUqKmpkZCQgIHBx8u3srqoz2nS8SU5SR7y0rai4s2Ijp0D5m27EHHtIlGP7jFYM5EqVaqwf/9+mjVrlrZwe/jw4ejp6Sm077xo0qQJ1cOTMh2ZkOnpEBISorT+tbS0+PXXX/njjz8IDw8n/pEnsbceE3nsAkkhYV88v0KFCvj55ayCWXo1a9YkPj6e8uXLM3/+fLS1tZHL5QwfPpyLFy+iqDL2RUGFChUApGFtSa5YGmqz4NtKmOppMvvQE+lnT/JFeU5GzMzM6tSsWVNavF7EGBoa0r59e3bs2MG9e/cwMjJiaa1v0p5/+vQpgiCgpZW7jZD8/f2pWLEixsbG3Llzh2nTpikq9K+WIAh88803nDx5MsvjlHURn1U/ykwelMGwUlUsu6QWAvDx8WHUqFGcP38eV1dXqlWr9tFaBFEU+e+//3I9xUhRWrZsiYeHB9euXfssIZHHxZPo85p69eopNQYbGxuio6NTvz7q6hh3bk5K2DvezPqb6Mt3sjxXR0cnT9PI5s2bh6amJgkJCQwZMoSIiAhGjRrF1q1bcXFx4cABqQBTdjVs2FBfTU0tw/0AJJLsMNTW4MdW5bntE878o+68DIlWdUiSAizPC9h1dXVrvL+LIimiqlSpws6dOxk8eDCXL1/G3t6ev/76i7Zt2+aoVGdKSgpHjx7l9evXTJ8+nbdv36Kurs7MmTM5cuQIYWFhTJgwQVqHkoUpU6YwZswYkpOzNzVG8n+fLqoPPrIHmbY2f//9NzLZx/dt3rx5w+7du/H29ubkyZM8evSI6tWr06ZNm/wOO42uri7z589n5MiR3LhxA29Xt7T1W/LoWGzNLT4bNVO0ypUr8/DhQ/bu3UvzOvU4sfs4AA8fPqRqw/roVq+ITCfjGxTu7u65XnB+8+ZNvvnmGyIiIvjrr7+wtLSkevXqrF+/Pm0PmSVLltC5c+dctV/UVKlSRcvCwqI2sFXVsUgKr+7VS3DGPZg1l7xYc8mLMhb6tHKypJVTcSrZGEkFJiRp8jwykpycXNrBwUERsUgKsZYtW6aV84XUKVo5mUu/cuVK1NXVGTRoEPv37+fUqVNA6i7t4eHhLFu2DCMjI+rUqcO9e/e4e/cuH3bXfffuHQcPHmTLli1p+6b079+fR48eKf6FFnA9evRg1apVuLm50V+IUXU4hUZGi+ntR/+EuoERNj0GUGbyXLZv386cOXOoX78+jo6OXLlyBRMTE1auXMnBgwcLxI7f/fv3x9jY+LOS2k++m0pERITS+zc3N8fAwIBjx459VJXP2dmZ/l26Er79MCnvPr5D+rLfJP744w/c3NxYuXJljvtMSkqidu3a/P777+jo6FCnTh0A7ty5Q+XKldOOu3DhAikpKbl8ZUWLg4MDWlpa32R1jJCqnyAIP7//vKQgCLXyJ0JJYSCTCaweUINrU5oyu6MTFgZarLzwio5/X6H+r2eZdfAJV1++JTlFrupQJSqW55ERmUxmqK+fcelLSdFSq1YtEhISuH37NoMGDaJJkybMmDEDc3PzLM8LCQlh5IRxWC+chH6CNa+AHgfOpD3/tnU3loUnkeBYjHgHG2o0boSakQHyqBh0Klcg+W0Y+kERODs7c/bs2bTzOnToQKVKlZT1cgus9u3bU6NGDRwcHHj58iWN1/6n6pAKjfSjIxrGJhT/tjf+m1YjpqTwnUNZtCyKo21XAfMWXbirpsY1m0RWP7/EhEidL36f5wdBEBg1ahTLly9P22Hd29WNuXPnEhsbiyiKSr0bKYoib968QUtL67N9Q/766y9C+/Xj0oxliPWrYNytFS/7/0j79u2Ji4vj6tWr5ObG1o4dOwDSRgPLlSv30fNly5bl+fPnrF69WmXVzgobe3t7kpKSvrRz5ApADjQF5gBRpO6cXlPJ4UkKGSsjHVzr2eNaz57wmETOeARz4skbtt/0ZcNVb4x1NWhWwZKu1WyoW9pUGjEpgvI0MiIIgq6hoaH0210CQIsWLTh//jw1a9bE29uboUOHMnTo0LR54AkJCUybNo3+/ftz7dq1tEVt5ccOQqu0HRqWZmltxQf4Ibyf4pXy/nwtX03MR/elxNLpWM8di9WsMaiZGKFVzh6duWM4ffo0/fr1Q11dnRIlSnx0V7SoKV68ONOnT6dWrVqcG9KThJKJJJRMVHVY+UKRr1XbpiSlf5pNmSnzsOkzGLPmbdF3rIjwyUXthQsXaNeunUL6zKsOHTrw8OFD/P398XZ14/Xr1/zxxx+MHTuW3r17K7UohEwmw9LSEk9Pz8+SAiMjIw4dOsSLFy/QvevJDscmTJo0CVEUOXPmTK4SEW9vb/r374+6ujozZswAwNraml27dqUlh7///jtz5sxh27ZtaaOpkqzp6uoik8m+dJextiiKo4B4AFEUw4Hsz8uVFEnF9DTpVt2WNQNqcO/nFqzsV40m5S049fQNfdbeoN3Sy+y9609isjRaUpTkdZqWvaI20ZIUfg0bNuT+/fv8+eefDB06lGrVqqGmpoatrS2TJ0/G1taWgwcPcunSJXr37s2PP/6IiWsXIo9cwKBJbbR8//93TMvKBjExEU2L4qil2005/TFqxgYYd2qGcafmyHS0KLXpNzZv3kxMTAxOTk6cOHEiX19/QTN16lQGDhzIqFGj0h772hOS9K/vQ1KS09f86ZQtQU3ts+QjPVEu5/r169SoUTDW+2ppadG5c2e2bNlCUlISEyZMIDIykjt37vD48WO+++47pfUdGRnJ27dvadmyJWXLluXJkyefHWNmZkZSUhILFy7k0qVLbN26NVcjFrGxsZQqlXrz/vHjxx8Vy3BxcSE2NhYbGxvatGnDy5epu883b96c+Pj43L/AIsTIyEgmCEJWCUmSIAhqgAggCII5qSMlEkm26Gqq07qiFYt7VuHmtOb8+m0lElPkTNj5gIa/neWf8y+JjJVKcxcFeU1GHBwdHXO2Xa7kq1a5cmXGjx9P79696dq1K2pqajRr1ozw8HCaNWtGbGwszs7OGBgYsOrOJaLOXqP41OEUM6/6UTsydXVKTZhBiaE/fNaHlq9mhh8A9hsXoqmpSefOnRk/fjx9+vTh7du3+fLaC6IpU6Zw7NgxRPn/rxFye5H+qYKW2GQVz5dizU2Frw9tJrzwpVixYgWqsMKECRNYvHgxEyZM4NWrVwQEBPDkyRP27dvH1atXuXTpklL69fX1JSYmhhkzZjBlyhR+//33DI+bOnUqSUlJnD9/PtdrbdzcUiuG3b9/n/Lly3/0XLFixfj5558JCwujYcOGXL9+ncOHD1OmTBlpdCSb3n8/ZzVVaymwD7AQBOEX4DIwPx9Ck3yFtDXU6FWrJCfHNeLfQTUpa2HAwuMe1P31DLMOPsHjzTupRPBXLE9rRnR0dMqULVu24BTalxQYs2fPJi4uDi8vL65fv46uri4BAQHcvHmTkJAQOnfuTOKjxLRqP/h+3oaGcbEc9Zk+IfEe7kb//v2ZNm0a9erV4+bNmxgbG+fxVRU+urq6lC9fnlnGFRj/7tlnzysrIUk/glVYRNkJn1XUyo6YK3cZ+359RkHh5OTEvn376N+/Pxs2bMDKyoqYmBiKFy+Om5sbv/3220cLzBXF3t4eSB0lPXr0KH/++SdyufyzamQTJkxgwoQJeepr0qRJTJs2LcNCGStXrmTFihXUrl2bmzdv8uLFC6ysrDh06BDXr1+nQYMGeeq7KChfvrwOqclIhpVARFHcKgjCHaAZIACdRVFU3q6akiJBJhNoUt6CJuUtePr6HWsvv2LrDR82XPXG2kgbl/LmuJSzoEFZM/S18rzsWVJA5OmdLFasmENB2H1YUvDo6emlldS8c+dO2hQWmUxG48aNqVq1Kvv27fuo/KgifWjTe/FiIiMjGTt2LBs3blR4P4XBP//8Q6dOnZg3bx7z1d8iqCv/F/iHJCW3SUlOkxxFjdJkNxH50J88LgH1B88YuH2gQvpXpHr16vHy5cu0z8uWLcuzZ8/o2LGj0vbtMTAwwNvbm8uXLzNx4kTs7e2ZP38+Y8eOVWhZYVEUuXv3Ls7Ozhk+v27dOnx8fChevDiGhoZcuXIFT09Pli1bxpAhQxQWx9fM1tZWV11d3fLTxwVBMEn3aTCwPf1zoih+eYdLiSQbvrE25M8eVZjcpgJn3YM57xnCoQeBbL/ph4aaQA07ExqXN6dxeQvKWepLC98LsTxdlWhqapawsLBQVCySr1T16tUJDg5GV1c3bcfqv/76i549e9KlSxe8Xd0oP3exwvrT8tVMu1i037iQ1b168e2331KpUiUmTZqksH4Ki3r16nHmzBlGjhzJNwYGPO3WIM8JSXJoBEkBQYhJSYhyEa3SJVE3MfrsuNwkJXmZbpUf0scwMcGIS82aYWVlpcKIsqd69eocP36cqlWrYmZm9uUTcsnOzo6SJUuydOlSqlevzrlz51ixYgWnTp3CyclJIX3s37+fwYMHo6Ojw61bt7Cxsfno+enTpyOKIt26dcPR0ZHixYvzww+pUz5NTEwyalLyCUtLS8HU1DSjaVp3SF0nIgAlgfD3/zcmdYz7S1W4JJIcsTDQpletkvSqVZKkFDl3fMI55xnMBc8QFhzzYMExj49GTRqWNUNPGjUpVPL0bomiWFxKRiTZ8WnZ06pVq+Lr60t8fDza2lkvO0oomZjjO+zpE5Jhgfdwd3fHxcWFQ4cOER0djb+/P2XKlKFDhw706dOHkiVL5uwFFTLOzs6cP3+eHj16UHLDcby6NEDd1DjDYz/dvfuD8PBw/v33X9atW0dISAjOzs7o6+uTkpLCw0NbSf6hN+pmGU+ty05SUhASjS9JH6NHz7GULl2aw4cPqzCi7Js6dSqVKlXC3NycpUuXKqzduLg4NDQ0UE+X4AqCwO7du3F0dCQqKorNmzfj4uLCkSNHqF27dp768/X1Zdy4cWzfvp3t27czbNgwZs6cSc2aNdPujHbt2jXt+PHjx9OtWzfMzMxQU1NjzJgxeeq/qLCwsEBHR8fu08dFUSwFIAjCSuCgKIpH33/eBmiev1FKihoNNRl1HEyp42DKlDaOBEbGccEz5KNREwMtdfrWsWNQfXssDaVlzYVBnhawJyUlmRWE2vqSwsfT0xNra+uPKuCk9+ki67xeqDY8u4379+8zbdo0xowZw507d5g5cyY+Pj5UrVqVmTNnfvWL49TV1dm9ezdt2rRBtmQrSYEhHz2f8MqPceFajBkzhh9//JG9e/fy8uVLoqOj+fXXX3FwcODOnTusWrWKN2/ecPr0afbv38+hQ4cYPHgwDW/7fDGG9O/rpx/KpIg1LJ/GuHz5cqpVq0bVqlUzOaNgKVOmDP7+/vj4+Ch0J/LSpUujo6ODg4MD7dq1w8/PD0gt5ZuSkkJCQgIDBgxgw4YNdO3alaioqFz3devWLVxcXBg3bhytW7dm2bJlVKlShdq1a7Ns2bIMzxk2bBgnTpzA2dmZM2fOUKJEiVz3X5S8v9GY1Tzsmh8SEQBRFI8BLsqOSyJJz8pIh161SrKyf3Xu/dyCbd/VxqW8OasvvqThwnO47X7Ii+DoLzckUam8jozo6urqKioWSRFSqlSpDKtcfWmKTl4uKp33/ZP6HwFmndma+v869uh+M5Jf/1hLUlIS8+d/3cVgZDIZU6dOxcrKikmTJhHTsCrqpsZEX7yFjVyd561bU65cOSIjI1m/fj03b94kLi6O5s2bc+/evbQFyp/64YcfKF++PFsGDaLfse0k+gQQefAsZt91R69OlXx9jZ9SRiKSFBzKgoXruXbtWp7bzk/K2CW+bt26mJmZMXHiRLZs2UKHDh24fPkyhoaGtGrVirVr1zJ69Gh+1zlPnTp12LZtG8OHD89xPw8fPqR+SxfKjm3BAecADpxJnXLZ2dwWExMTqlWrlum5lStXZtu2bbl+jUWRhYUFycnJWU19eCsIwnRgC6nTtvoBofkSnESSAQ01GfVKm1GvtBm+obGsufSKnbf92HHbjxbfWDK8kQM17KVpmgVRnpIRdfV8WAkr+Sr5+fkhCAKRkZFUObAqdeZxNuR1YXRG1Az1sZg4mAU/zMPa2prRo0crrO2CatCgQTRs2JDffvuN0NBQ+i5cTMeOHfn0RzopKYmYmJgvViIrVqwY69atY+TIkZQwMqJRo0asbxFP+O4TaNrboFFcNSOoykhExJQUQtfuYt7kyQWqnK+qrF+/ngYNGmBnZ8fs2bN58+YN7du359ChQ3Ts2JEjR46w29EbAEdHR16/fp3jPuLj46nXqRkOw1wwb/j/r3nk4wDmzv2X+fPnSxWyFMzY2Jjk5OTPF4L9X29gJqnlfQEuvn9MIlG5kqa6zO1ckXHNy7Lxmg+brnlz6mkQ9qa6VCtZDL2EJEz9I6lgZYCGWl53uZDkVa6TCUEQBHt7e2n3dUmuxMbGkpCQQKWtf6Kmn/Pq0F8aJcnptB81Q32uXLnCwIEDi0QyAqnTdlavXp3lMRoaGtkuidyhQwc6dOiQ9vmfokixbq0IXrIJ61/GZblxYEGV0fdRv5cx3LYvl+fStF8LIyMjjh07Rps2bQgJCWHlypV8//33uLi4sGXLFkZNm0BpZxfMGpRFFEXk8pzti/f69WuqD2mFTkkTLFt8g7e/Ofa2qVMMTQ4GM/aPPxg4cKASXlnRJpPJkMlkmV4jvK+aNTYfQ5JIcsxUX4sJLcoxwsWBPXf8ufj8LRefv+VtdCKbn15GS12Gs60RVUoYU7VkMaqWNMbKSOfLDUsUKi8jG5o6OtIbJsm5I0eOMGHCBEyHds9VIvJBZqMkuV1/UKdOHSIiIvDx8cHO7rN1m5IcEgSB8N0n0DAxIjk0Ag0LxU8RUqaMvo/myqyZsnEZd+/e/WzvjKLM1taWq1ev4uTkRNeuXVm5ciUzZsygTtfm2LvWw2fbDYwql6BKlTosXLiQadOmfbFwhb+/P61bt8bT7yXGzraUn9Qan4DUWUPnm6Vuptjtn264u0tbWyiLmlrmt4wFQTjH+93X0xNFsalSg5JIckFXU53+de3pX9ceURTZc/wcWtYVuOcbwX2/cDZe9WHNJS8ALA21qFoiNTGpWrIYlWyM0NEsfDfTCpO8JCPSehFJjsnlcnr06MGKFSv4WQxUSJuKWvwsk8lo3rw5W7ZsYerUqVLNcgWIiopCjI+jtHMSvm/yt++8TNH6bGqWKDIqWMbUZVM5efIkUhXBzxkYGLB06VK+/fZbNmzYwNy5c1l1aRd+e+8gj03k9ncbsT3UD0NDQzZt2sSwYcMybOfQoUPIZDLc3d0JNk2i3pKR//9ZjEj9x37jQrxd3fjnn3+wsbFhypQpOdrUNDg4mEmTJrF+/frPpiZK/k9NLcvhzPR10rWBrkCyciOSSPJOEATMdGQ0rmxNh8rWACQkp+AeGMU933Du+0VwzzeC409S/2ipyQS+sTKkbSUrOle1lkZOlCBPyciHPSMkkuz65ZdfiI2NpWfPnszc8Zeqw/nMDz/8QOfOnWnQoAEuLlJhmLy6cOECho7WyNQLz12lTxORlJhYqp98wO7Xr7ly5cpXXwY6Lzp37oy5uTnt27fn1atXVHBrTcQ9P2J83uK77QZt27alZs2abNy4McNk5P79+wwZMgQrKyueh/pRZkzTtETE2///647sbUNofGYSYoocGxsb1qxZw48//gikjryWL1+eMmXKpB1/5MgR2rdvz+vXr7GysmLVqlVs3rwZPz8/zpw5I41yZUIQhEy/MKIo3vnkoSuCIFxQckgSiVJoqatRpYQxVUoYpz32NjqBB+8Tk6sv37LwuAe/nfCgXmlTvq1qS+uKxaX9TBQkL19FHV1d3a+7FqpEYURRZOjQoRw6dIh9+/ZRIQeJiL1tyEcXIspUqVIlDA0NczyvXZIxb29vBPXU65n8fB8VtfN78ttw9Fbvo0TLluzYsSPTUtSS/6tfvz6tW7dm69atqDlqYFrHAdM6DqjraaN+wh8TExN69OiR4bmHDh1i0KBB3GiZQq10j2f2fZMSl4STkxM//fQTJUuW5NmzZ6xfv57o6NRSntbW1qirq3P37l2AtE1XPTw8WLFiBTNnzuTNmzdYW1sr7gvwFdHU1BQFQdAQRTHp0+c+2YldBlQn61LAEkmhYqavRTNHS5o5WgLl8X4bw757Aey958/EXQ+Yvv8xbSoWp0s1G+qVNkNNJs2myK08jYxIa0Yk2RUbG8vmzZvx8fGh7slN2T7vw0LVD/8q82LWfuNC2t30RRAESpcuTVJSEhoaGkrrryiIjIxEzy5/14ooLBEJf4fa0u2MnDCBsWOldbo50aNHD3777Tc0Z9dFeL/swKpdJUy89Xj58iV///13hueFh4e/380+6KPHP/z8fyrw+CMMUnQ4ffo0enp69OrVC0EQ0vYMSl8+/Ny5cxgaGgJQrlw5Ro4cCfw/QZF8TltbWw7oApEZPJ1+J/ZkwAsYkn/RSST5y95Mj/EtyjGueVnu+ISz524Ahx++Zu+9ACwNtehUxYb2zlZUsjGSpnnnUF7GpmVqamrSV1uSLf/++y+dOnXKUSKSkcwuShRlt048BgYG1K1bFwMDAzZs2MClS5dISUlRar9fI1EUOXjwIMVq2Ks6lBzz7DWOkjvPMXToUCkRyYV27dqhr69PuV1RnGu6CEidp7169Wrc3d0zHXksUaIEXl5e2e6nJY60b9+eZs2acfDgQQDu3btHcnIyoaGh7Nu3j40bN/Lu3TsaN26cdl7dunUB+OeffzAySq1eK5fL8fDw4LvvvmPYsGHs37+fuLi43Lz8r8b76WuZzbF0FEXRQRTFUqIolhVFsSVwK/+ik0hUQxAEatibsODbStya1pwVfatR0dqI9Ze96Pj3FVwWnWfhcQ8eB0R+9ZspK0pekpG42NhYhQUi+Xq9ffuW2bNnc8EqZyNpyk48MqJTqRxvx3RHY/4PiFZmDBk7hmZ9e2Bra8vUqVPx9fXN95gKK09PT/z9/TGukn87XitiXxFvVzd++eUXLCwsmDZtmgKiKno0NTXZt28fFy5c4Pz582nVr9rsn4SGhgarV6/O8I90+/bt2bVrF8nR8V/sY63dCM6ePYuJSepsoUOHDmFpacmsWbOoXLkypqamdOnShStXrmBgYPDRuc2bNwfg6dOnALi7u1OsWDFatWqFsbExjo6O/Prrr3z//fd5+joUdvHx8TIgsz/0VzN4rHDtAiqR5JG2hhptK1mxbmBNbk9vzm9dnbE302P1xVe0X3aZpn9c4PcTnrgHvpMSkyzkZZpWbFG/ayTJHlEUCQsLw7baNzk6L/1+Aqpg2Lph2oZ9Sa+DiQ2KpWrVqsyaNYsxY8aoLK7CwtbWlpSUFJZbD2ZM8Eal96eo6llnzpzhn3/+4fLly9LC5jzQ19fHzc2NhQsX0qRJk9THHMwpu7Qr0/tPp1+/fp+V0C5btiyurq6sHLeRGmtdM237fLPfKV26NOPHj6dXr14EBwfj7++Pr68vffr0wcbGhvDwcIYPH87QoUM/O18mk5GcnJz2/pYtW5Y6depw+/ZtypQpw/Dhw2nVqhXffvtt2jkxMTH88ccfPH36FAcHB0aPHv3VrzVJSEgQgIT0jwmCUBywAXQEQahK6jQtAENSp3QphSAIrYG/SB2pWSuK4q/K6ksiyQ1jXU161CxBj5olCItJ5OSTNxx+GMiK8y/4+9wLHMz1aO9sTf86dpgbSOsP08vTyEhMTIzCApF8vRITE5HL5QT9toakN2+/fEI6H9aIePubp33kF706VdJ2DtewtmB/VStu377NDz/8wPz58/nzzz958eJFvsVT2Ojr6zN58mQmTpzI2Sa/5et7lxPpE5HoS7fp168fW7ZsoXz58iqM6uvQr18/njx5wvXr19Me07Eywqp9ZQYNGsThw4c/O2fRokUkBkRyvP68LNsOCAhg6NChCILAmTNnqF69OgYGBvz7778EBAQwYsQIfv7550wTBjU1tbR53erq6pw4cYILFy4wYsQIBEHAyckJT09PRFHk4cOHODo64uHhQadOnYiJiaFSpUqMHTuWw4cPpy2Yz4lr164REBCQ4/Pyk1wuF8XPb+e2An4HbIE/gT/ef0wApiojDkEQ1IDlQBvgG6C3IAg5u7slkeQjEz1NetUqyZahtbk1rTm/dKlIcUNt/j77nMaLzrH0zHNiE6VK2B/kJRmJlZIRSXZYWVkxbdo0EtxfkfDcO8fnF6SLWJeTmwFYcOogMw/toEKNalSoUIGGDRtSu3ZtFixYQFLSZ4VniqzRo0fz7t07Fi9ejLerm9L6UcT0rOSwSELX72HHjh20atVKAVFJtLS0mDdvHqNGjUKe7g+vw3cN8asoY+DAgbx69eqjcwRBwMzMjDFjxlDtiJz4oHeE3nhFfNC7tGO8vb0xMjJKq262ZMkSRo0axcKFC7G0tGTEiBGsWbPmsyTh0aNHbNmyhQcPHjBq1Cjs7Oywt7dnwIABPH78OG2kxMrKit69e2NsbIzDkIbUad8Y3V7f8HqINass7vCgowbllnfjQPgt/vzzT+zt7Zk6dSqBgdnbOykhIYF69epha2vLhg0bcvOlzRdyufyzxXKiKG4URbEJMFAUxSbpPjqKorhXSaHUAl6IovhKFMVE4D+gk5L6kkgUylRfi7617dj2XR1OTXChYVlz/jz1jMaLzvPfTV9S5NL0rbxM04qXpmlJskMmk2FmZoZ6cTP06lRRdTh5ItPWwm7D/2cHiAPkRPoGsrpJNwAWLFjAtm3b2LJlC5UrV1ZVmAWGhoYG//33H/Xr18fOzg5vVzfsNy5UdVgZirl8h+7dutGoUSNVh/JVGTBgAIcPH8bsYALu3VL/5KjraWHTqQqmN6Px8/PDwcHho3P27t3L9evXuXHjBrcH7KJWrVo8fXoWJycnVq5cSdu2balRo0bayEbt2rUZPHgwTk5OyOVymjZtyrx583j16hXOzs5p7U6dOpXDhw9jaGhIYmIi8fGpa1M2b97M1q1bSUxMZOzYsbi7u6OpqcnWrVvpO+N7jJ1LULxVxY9i1DI3wN61HnLghv0a/vzzTxwdHalbty59+/alR48eaGpmnCRraWnh7e1N7dq1GTRoEOHh4YwfP15RX3KFySgZEQShnyiKWwB7QRAmfPq8KIp/KiEUG8Av3ef+QO0MYhsGDAOwtLTk/PnzCg0iOjpa4W0WNEXhNYJqX2evElBdX5sdnolM3vuIZScf06u8JpXMFbtnSWF6L4W8LKixs7ML9vHxKTi3rSUF0oEDB5g4cSLx33dD3ayYqsNRGm9XN0RRZNOmTfz0008cPnyYmjVrqjqsAuHevXu0bNmS8+fP0+7251Nz8kIRa0XE5BTE2Ss5duwYTk5OigpN8t67d++oUKEC//zzD4v1LwEgT0rhTtfVBAUFoa+vn+F5KSkphIeHY2ZmRmhoKD/99BM7duwgJiaGhQsX8tNPPwGpU0FLlCiBtrY2FhYWJCQkUKJECUxMTNi8eXNae15eXmzcuJHGjRtTp04dEhIS0NbW5siRI6xZs4Zjx47h7u7ON998Q7169Xj27Bk///wzmw3uoWNbLMNynWlTSV3diImJ4cCBA6xcuRJNTU3279+f6WsD6Nq1K6dPn+bdu3cEBgZSvHjB2aZDFEWsra39AwMDP6pAIQjCcFEUVwmCMDPj08Q5io5FEITuQCtRFIe+/7w/UEsUxUwX79WoUUO8ffu2QuM4f/78R1XZvkZF4TVCwXidoihy/PEbFhzzwC88lkezWqGvwE0UC8JrTE8QhDuiKNbI8Lm8JCO2trav/f39rXLdgKRI6Nu3L3Xr1uV3g6IzrS/23lNC1+9h8bz51KlTh2+++SbLi5KiYPXq1axatYq3I7siKGhH9rxOz/qQjHz7IIgXL15w4MABqT68kly7do2ePXvSq1cvbrRIISEkiteTj+eoQl1CQgKJiYmfVccSRZHSpUuTnJzM7NmzGTx4cNpzfn5+2Nra5ijW169fU7x4cTw9Pfnpp5+4f/8+JUuWJLqzNcZVSyIIQpbTR0W5nNB/99DYsPhn62Li4+M5ffo0dnZ2VKlSJa3Msb+/PyEhIZQvX56CsIdXdHQ05cuX9wwICKiQ0fOCINQXRfHKlx5TBEEQ6gKzRFFs9f7zKQCiKC7I7BwpGcmdovAaoWC9zj9OerL83Aue/9JWoRsnFqTXCFknI3kqFSOXyxOl+fGSL2nevDn79u1TdRgKp+WrmenFsG7Vb7CYMIgp2/9l+PDh1K5dm8TExAyPLSq+++471NTUiH+qmEX/ilgnouWryfM+E9i8eTNLly6VEhElqlu3Lnfv3uXq1avUOa3On/YDKVYsZyOlWlpanyUiAL6+vgQGBqKjo4OtrS1HjhwBUqcJqqvn/E6jtbU1cXFxrFy5kp07d+Lt7c2oUaOIW/MA91+OfHEdmyCTYTrwW46eOsnu3btJTk5mz5499O7dmz59+tChQwecnZ2Ry+U0atSIoKAgbGxsqFq16kcVvFQpODgYDQ2NrCqOLMvmY4pwCygrCEIpQRA0gV7AQSX1JZHkq7fRCZjqaxXpHdzzlIxoaGiEpt/hViLJSKlSpXj48CHiV7RxYPoL4cySEq1StpiP6EX4uF68iInk5s2b+RligSMIAp07d6ZTlHqeFrNnlQTmVELJRG7fvo2trS329vYKaVOSOTMzM/bv38/Ro0dp0aIFz58/x9DQkOrVq7Nv3760UQK5XJ6j5L1EiRLMmzeP3r17U7t2bdq2bcu///7LkSNHcj31admyZSxdupQbN26gpqZGnz59ePz4MdovY0nw/nIVLEFNDfNRfek3dRKlS5fm7Nmz/Pfff1y4cCHte23cuHFs27YNCwsLAGrVqsXx48e5dOlSrmJWpODgYGQy2ZtPHxcEoa4gCBMBc0EQJqT7mEXmGyTmiSiKycBo4ATgDuwURfGJMvqSSJQpOUWOe+A7dtzyZeq+R7Rfdoldt/2xNCzapX7zNDlNJpMFBQcHY2UlzdSSZK5s2bJUqlSJq7+txWKsKzJdbVWHlG05uejV8tX8qExsetqODpw7d44GDRooKrRCqVGjRixdupTff/8924vZFZV4ZMbS0hJvb2/2799P586dldqXJDUhefToER07diQ8PJxdu3Zx48YNunfvTsuWLalatWralLlmzZrRqVMnBg4cmOUIh0wmY+LEiR89NnDgwDzFuX37doCPFsBramrStWtXbPRs+Jsv31zRqVyBlMgoXu8+go6ODjdv3mTt2rXExcWxbdu2tJ3gP/jtt99o3LgxjRo1onz58ly8eDEtUclvwcHBJCYm+mXwlCagT+r1Q/phqndAN2XFI4riUeCostqXSBRNLhfxDo3hoX8kD/wjeOgfyZPXkcQnpd50MdBWx9nWiO8aOdCuUtG+js5TMpKcnOwfHBysqFgkXykbGxtOnz7NmDFjWL9iK5aThqg6pCzl5eI3s4REq3wpLl68mJewvgoNGjSgbt267Nmzh0GDBmV4jLKTj085ODjw448/sm3bNikZyUfNmjVj48aNjBgxgsGDB3Pz5k1WrlwJgJ2dHbdu3eLRo0f88ssvhIaG0rdvX6ytrfNtI8qzZ8/i7++ftsM7pK73CAwMRC6X4z3prwyTaVEUSXodjIalGYK6GkmBIRg72zJr1iz09fWzLGrh4uLCli1bePfuHSNHjsTS0pKBAwfSqlUrevXqpZTXmZng4GDCwsK8Pn1cFMULwAVBEDaIouiTr0FJJAWUKIq8joznoV8ED/wjeegfwaOASKLiU0uaa2vIqGhtRJ9adlQuYUQlGyPsTfWQFeGpWenlKRl59+6dd1BQkKJikXzFZDIZS5YsYb+9PfHPvNEuZ6/qkD6jzIvgZXXb8p/Pf0prvzBp27Ytp0+fzjAZyc9EJH3S+OTJE1q0aJFvfUtg7Nix9O7dm/Xr17Ns2TLu3buHiYkJYWFh9OrVCy8vL2rVqsWiRYsYP348S5YsQVNTk4ULF9KzZ08EQeDGjRtERkbi5OSEtbU1T58+xdraGgMDA/bu3Uu1atUoU6ZMWp+iKOLl5UXJkiW/uJbE1NQUU1PTjx775ZdfeP36NdWqVWPPnj086DyCyvtXYm8bAkDweU+er76GuZomiaJIvEs1HPuW48GPD1i1atVnozcZ6du3LwDffvstN27c4Oeff2bDhg3s3buXf/75B11d3XxZ4P769ev4uLi4rDZOiRUEYRHgBKQNd4ui2FTpwUkkBUB0QjKXn4dw1iOY854hBEclAKChJlChuCEdKltT2dYIZ1tjylroo66WPzdSCqO8JiPPvby8EoCiPdlNki0aGhqsXLmS0aNHI/48DEFdPcOLz8ymOimLoi+APx0d8XZ1Y/LkyVStWlWh/RRWtWrVYu7cuZ89nt8jIunFxcUViApGRY2FhQWTJ09m8uTJaY/5+PiwZcsW/vrrL54/f05ERASiKKbtRdKnTx/KlCnD3LlzOXjw/2uYO3fuzP79+z9qf9u2bZQpU4YDBw4wf/78tHVbc+fOZfr06TmOd8eOHXh5eREREUHx4sWZNWsWDy5fptPtuYhyEff5Rzh/9hyNGjXCw8MDFxcX5G3aU/n3HswbNY9BgwZ9NNKSFUtLSzp27Ei7du1wc3Pjjz/+4MSJE1hZWeHh4ZHj2HPq2bNnsUBWIx9bgR1Ae2AE4AqEKD0wiUSFfEJjOOMezDnPYK6/CiUpRcRAW51G5cypXcoEZ1tjKhQ3QFtDKcunvlp5LWj86unTpzFIyYgkmzp06MDSpUvpI7PmV9+IDI/5cFGq7KQkPy5+vV3dSExM5NChQyxZskTp/RUGhw4dokmTJh89pspExH7jQmZ17MjWrVvp16+fyuKQpLKzs2PatGlMmzYt7TG5XM7Jkyd5+vQpBw4cID4+noMHD6Knp0eTJk2wsLAgLCyMhg0b4u/vj52dHV27dqVBgwa0atWKkydPAqCvr8/EiROZNGlSrmLz9PRMq7gmiiI//PAD5cuXx9raGhsbG4pbWFK/fn0EQcDR0ZExY8Zwedtljhw5woizckxNTbl16xY1amRY3TJDampqTJw4keDgYN68ecOpU6cICgrC0tIyV68hu549e5YCvMriEFNRFNcJgjA23dStC0oNSiLJZ0kpcm57h3PWI4gzHsG8CkndoqC0uR6D6peiSXkLatgXQ0Ma9ciTPCcjz549k/axl+TIlClTGDlyJPFurmj7Z76YPasF4Xmh7AvfT2OeNCm1mk7z5s2V2m9h4ezszIkTJ1Qdxkd+TvTj3bVrvHnzpkBtPCdJJZPJaN26Na1bt0577EPlrdDQUEqVKkV0dDRGRkZ4eXmllQzu2LEjb968wdDQkGXLltGtWzd0dXVzHUf60s+CILB06VLGjRtHcHAwHh4ebN269aPpX1OmTKF9+/YMHjyYmTNn8vz5c2rWrMnNmzdztCHqkydPPtq88enTp0pPRoKDgwUgNItDPtT1DxQEoR3wGsjZhi4SSQEjl4s8C47i+stQrr8K48rLt0TFJ6OpJqO2gwn969jRtIIFdqZ6qg71q5KnZEQUxXB7e3u5ooKRFA1NmjTByMiI0NuP0S6e9R1CRY6SqOLu+9KlSzlz5gxXrlyR9rB4r3Xr1gwbNozbt2+rdEQkPZmWJmLDavTu3Ztz586pOhxJNnz4eTIzM+Pp06dMnTqVrVu3EhsbS7FixRBFkUOHDmFtbc1///1HmzZtlBJD6dKl0/YLMTQ0/Oh5dXV19uzZw7Bhw2jUqBEhIamzmGrVqkVoaGi2p2w1a9aMa9euERwcTKdOnViwYAENGzbM1R4q2ZGcnExSUlK8mPWuyPMEQTACJpK6v4ghME4pAUkkSiKXi3gGRXH9VSjXX4Vy0yuM8NjUPNvGWIc2FYvTtIIlDcqaKXR3dMnH8vyVTUpKik1KSkJDQ0MR8UiKAEEQmDNnDj/88ANi76oIal+eW5nXpEQVF73xz7xZuOEgV69exdjYON/7L6g0NTUZN24cGzZsAMvSqg4njVFbF279uEjVYUhyoUSJEmzevPmj0QNBEEhISEBDQyNbNwI8PT0ZOXIkffr0YdCgQdmu2hUdHU25cuWoVasWN27c+Ox5PT09tm7dCkBYWBgrVqzA1tY224nIh9dSp04dAIYMGcK6desICAjAzs4u223khL+/PxoaGhmV9U0jiuKHreUjgSbv4xynlIAkEgWRy0U83kRx0juJbZtuc9M7jIj3yYdtMR2aOVpSx8GU2qVMKGGS+1FUSc7kORlRV1f39fHxsUtfsUQi+ZKWLVtiY2NDbxsjfn8Tne3z0icV2U1MVJGIeLu60bp1a3rOm6e0C4bCTEtLK99KtGaXPC4eIyOjHJ0TGBgo7bNUgGlqZv9nPyIigrNnz3L27FmOHDlCz549qVmzJo8fPyY0NJSBAwdmmNTs27cPc3NzfH19kcvlWX5fm5iY5GrhfHpr165l7dq1eWrjS169ekVKSop7Lk6dACxRcDgSSZ5ExCZy/PEbzngEc9MrjMi41OSjhMk7WnxIPhxMsC0mJR+qooiRkYfu7u4NpWREkhOCIPDrr7/SpUsXnj59Sq2l63PcxpdGS1Q1Bcjb1Y2zZ8/y5MkT+vTpo5IYCrLk5GR27tzJ6NGjOfGq4OxTJGhqEJ+QkO3jb9++Tc2aNTl06BDt27dXYmQSZfL09GTgwIH4+PggaGliPrIP5/wCOTt/ElEeb6jsVIl79+5RokSJDNd9LVy4kH///Zdu3brh5eVF6dIFZ7Qvt9zd3VPevn17NxenSnNRJQVCVHwSp92DOPQgkIvPQkiWi9gW06GVU2ryIQY9o2sbqQp1QZHnZCQoKOj8rVu3hnbo0EGqqCXJkVq1atG+fXsmT56M5z//UH7u4ly1k1FSosq1CHfv3qVXr15s2bIFLS3px+JT06dPx9DQkN69ezPnl79UEkNGCaxMR4vIyMhst3Hs2DEcHR2ZOnWqlIwUUvHx8bRs2ZKJEyeyMMGfEsaGCJoa6FSugL1tReRJKUwTWqeVE/5UYGAg7u7u1K1bl549e3Lo0CHGjRuX/y9Ewa5fvx4RHx9/LxenSgVtJCoTl5jCWY9gDj98zVmPYBKS5VgbaTOkQSk6VLbGydowbXTz/PkXKo5Wkl6ekxG5XH7n8uXL0UjlfSW5sHDhQqysrPjxxx/z3FZBWAydUDKR33//nUGDBtGyZUtVh1Pg+Pr6snbtWjw8PFQ2TSuzkTQxRZ7ttW8zZszgt99+4/z583Ts2JGAgABsbGwUGaZEwWJiYjh79izVq1fH2toagKlTp+IX/IY/jeLQ4OMNDr39zUkKCaP1j605ePAg9vb2n7V58OBBevfujYmJCbq6ugVu6mFu3b17NwV4nNFzgiBEkXHSIQDSZj2SfPfQP4J1l7049TSI2MQUzPS16F2rJB0qW1G1RDFpl/NCQBGlAbxfvJAyTEnuGBsbU6lSJW7fvq3qUPLsw0Wuv78/w4cPV3E0BdPOnTv59ttvMTMzU0n/Wa4zkssRBAFRFLNc8JySksK8efOYN28edevWpWTJkgQGBkrJSAEll8uZNWsWc+fOpX79+rx69YpTp04RHBzM0k3/YvP75EzP/dYnloh+/ejQoUOGz/v7++Pg4ID9xoV0UFNj06ZNhIWFMWvWLCW9mswlJCQoZCQ2JSWFsLCwZFEU32X0vCiKBnnuRCJRoHlH3HkcEEmnKtZ0cLamtoMpalICUqjk+TbO+9J/b4KDC87cb0nhMnfuXMaPH8/WNg0zfN7Ap3CN/JuZmREamlV5/qLr8uXLNGvWDCDX0/Jy60sFDwRNDURR5O3bt5keExMTQ+/evWnevDlTp04FUt9vP78sCw9JVEQURYYMGcK///7L33//zeXLl5k9ezatW7emadOm6FQqh5p+xotWEwOCWLduHX/9lflUQh8fH0qWLAnALqNkatWqxerVq1VSHlpbW5vx48fnuZ1Hjx6hqamZ4aiIRFIQiaJIZVtjFnzrTL0yZlIiUggpakz52r17uZleKpFAq1atWL58OW3atGGgejxiSspHz0fZCYUqITEzM0vbT0Dyf3FxcZw/fx4XF5cCl4h4u7rxm15pqlatirm5eYbH3Lt3j44dO6KpqcmhQ4cQBIHDhw9z8uRJbt26pYywJXk0ceJEHj16hLu7O6NGjQJgnkYoSa7tMRvZB4MmdTI9V92sGE5OTowZM4bXr19/9nxSUhKXL19munfqOm/tsvYcrW1HnTp18j05/bAB5K5du/Lc1uXLl+WRkZFH8tyQRJJPZIKAPMstcSQFnUKSkYCAgNOTJk1K+fKREknGOnfuzO3btzl//jz6B7cR/9r/o+ej7ArPnY6UlBRpg8MM3LhxA0dHR+qc2Jiv/WYnEQkNDWXq1KnMnDnzs+cXL15MvXr16NKlC1WqVOFSMye0tbUBOHv2LIBSNtST5N7z588ZO3YsixcvJmhQOyruWY79xoXYb1yIIAhol7VHr5YzmnbWmbYh09Lk7NmzWFtbU61atc+mku7evRt7e3u0y35cuvvYiyf5Pg1RJpMxdOhQgoODSUpK+vIJGUhKSuLo0aOsXr06PjIyUtr5U1JoCAJIuUjhppBkRC6XX4yJiYlRRFuSosvOzo7jx4/zww8/kLh/G4F7tpEUEabQPhSxk/uXBAQEYGtrq/R+CpuXL19Svnz5fO3zS+/3q/4/cuDAAVxcXOjatetnRQfCwsKYMWMG06dP58WLF+xxtkBIt0hZV1eXcePG0bBhxlMMJfnvv//+o1y5cixdupRifTtkOg0rOyrtXcGiRYtYuXIlrVu3ZtGiRaSkpJCSksL8+fN5XOnzn3OZjjbu7rnZoiNvvv32W5KSkggICMjV+ba2trRr1w4vLy8BeKLY6CQS5UlKEdFU/zqKRxRVCnn3RFEMjIuLi0rIQY1+iSQjgiAwcOBAnj17xriObfD550+iPRQzffnDhWlCycS0D0VJ39br16/TqvVI/s/IyIh371LXxOZHUvilPpaZfIOzszNz5sxh5syZLFy48LNjFi1aRO/evWnbti1ltv7x0XPJycksXryYYcOGKTRuSe69efOGkSNHolW+FKirYdCkdp7btN+4kM6dO7N//37WrVvH999/T7HWjXieEIVO1W8+O37l6ElpI2b5qU2bNoiimGHVr6wsX76cqlWrUrVqVebMmYOxsbGnKIpy5UQpkSheYrJcSkYKOUVU0wJAS0vr2o0bN7o1atRIUU1KijADAwPmzJlDrVq1GDp0KO8S4jGsXCPX7WV2YfrhcUWVBU6JjsXHx0caGcmAiYkJgYGB+dLXlxKRuTJrvv/+e9auXUurVq0ynVb36tUrunTpgv3GzxOVFy9eYG5ujqOjo0JiluTd2bNniS9pieXYAQAfjWLlxYf3P3loJ7YfuwhyOWYj+2b4faOtrY1YSOaMeHl5MW7cOCwtLdHT06NcuXIkJCQcV3VcEklOeb2N4W10Amb60i4ThZHCUsnXr1/vPnXqVLyi2pNIANq3b8/BgwcRL58hIUh5F7J5GSlJf168+0saNmyostK1BVnt2rUJDQ0l5tYjlcXgNeAnRoeo4ebmxqlTp2jdunWW63sMDQ0JC8t4quDu3btp166dskKV5NClS5cYO3YsBi3qIchkCktE0lM3N8F0QGdMB36LejHDDI8ZtnNdvk9HzC1LS0tGjhxJmzZtWLNmDQcPHgwLCQk5rOq4JJKcGN+iLIGRcXy74iqvQqJVHY4kFxT22zopKensoUOHpO8CicLVqlWLNm3aEOfzKlfn5yTJyGlS8umxC6o0xtLSMtvnFyV6enps3LgRzX3n0PTJ3uaCuZHZ++c14CemT5/Otm3buHjxYrZGNGrXrs358+c/e1wURTZt2kT//v3zGq5EAV69eoWrqyvr1q1Dp2I5lcaiXbEcS9euZu7cuWlVrgoqXV1d/vrrL9asWYOjoyOXLl1KAW6qOi6JJCeaVrBk+3d1iElI5tt/rnLLW7FrTSXKp7BkRBTFkKCgoJi4uDhFNSmRpKlXrx4x4V75stYAsreu5NPnvF3dOH36NGXLllV2eIVW3bp10dfXZ0vrBvnar7erG/PmzePo0aMcP36cMmXKZOs8GxubDPeMuXLlCurq6tSunfc1CZKcE0WRy5cvM2jQIJo1a0aVKlUYP348P4Tn/8LxT2nZ22A1+wd+2bKefv36kZio2N9ZwcHBbNiwgaioKIW2++rVKwAvURRzV45LIlGhqiWLsXdkPYrpatJ37Q1mH3qCT6hUV6mwUOg4tkwmO3fx4kVFNimRAODo6EjSm8w3o0svfSKhiOQlo/YySkROnTrF9evX+eGHH/Lc59esd+/ebN26Fc8Zed+g7VOZvd/2Gxdy69Yt3NzcsLCwyFZboijy+++/c89K77Pn/v33XwYNGiSVcM5HCQkJrF+/nrFjx+Lk5ES3bt1wdHRk7NixBAYG8odhrKpDTKNuaozFpCHsPHWcX375RaFtX7p0iUGDBuHi4pJWEEIRTp06lRIVFbVbYQ1KJPnMzlSPvd/Xo30lKzZf86Hx7+cZtuk211+FFpp1XEWVQpORN2/ebN+3b59ib9dIJEDZsmVJDspeMqJsmV3wLlmyhHnz5qGrm/tSokXBgAED2LZtGxEREfnWp71tCO72MWzfvj3b56xdu5bHjx9j0PTjjfHkiUns27ePvn37KjpMSSbu3btHhQoV2LNnDzo6OixZsoTAwEB++uknOnbsiNPuv1Ud4mdkmhoYtmrAb3v/U2i7bdu2xc7OjsjISPr27UtKimK2+NqzZ094RESEtNmhpFArpqfJnz2rcGVyU0Y1LsMt7zB6rb5O+2WX2XPHn4RkaUu8gkihyYhcLr944sSJ/JlHIylSLCwskEfHFti7G4mJibx69YoKFSqoOpQCz8HBgfbt2/Pzzz8rtN0vjYIVb+nEwYMHiY7+8tK25ORk3Nzc2L17N4Ka2kfPxd13p1q1alL55nzQv39/ihcvTu0m9YluW48nPRrxn2MxhgXeo9Sm39I2Miyo9OpUIeGZFyWWf76ZZm7p6OiwYcMGwsLCOH/+PG5ubnluUy6X8+jRoxRA9fPcJBIFsDTUZlKr8lyd3IwF31YiMVnOxF0PaLDwHIcfvlZ1eJJPKDQZEUUxXi6X+3h5eSmyWYkkTUGZFuPt6pb24TXgJ5o0aULp0qWpWLGiqkMrFP744w82btxISkz+1bxQ00kt35ydqaRBQUFoampmuJlhzPX70qhIPrh+/TpbtmwhKCiI4r9NQa+Ws6pDyjGZng5iYhL+o+dk6/suuxo3bszmzZuJiYnhjz/+yPNC+Vu3bqGurn5TVOHdHkEQFgmC4CEIwkNBEPYJgmCc7rkpgiC8EATBUxCEVqqKUVL46Giq0btWSU6Ob8SmwbWwNtZhzPZ7nPWVlkYVJAqvfRgVFbX96NGj0jiYRKHkcjkIwhf3A8mPBe7erm64u7szd+5c6tevT9myZfH19eXQoUNoa2srvf+vgYmJCXZ2dsTqKWbqXXbf98qVK2Nubv7F44yNjYmOjiY29uN1CCVMX5Po8YLOnTvnJkxJDty+fZtKlSphu/xnZFqK2QcoM4raZ+hTgkxGiX9mAfD8+XOFtt2+fXtCQkKIjIxElscyxnv27Il+8+bNRgWFllungIqiKDoDz4ApAIIgfAP0ApyA1sAKQRDUMm1FIsmAIAg0KmfOjmF1aFregk1PE/n77PMCO9uiqFF4MhIeHr5/x44dUl01iUJ9SEZU7USdzsycORMXFxciIiKYPXs2x44d4+7duwVm1KawEEURBFmeE8gvnW9vG5LaX4qcBw8eZGtDSj09PapVq8bly5c/ejzslhcGFYpTrFix3Acs+aKEhARWr17NjBkzUNNT3hosLV/NtEREWQmJTEebHj16EBISovC2TU1NMTTMeL+TnNi/f39ccnLySQWElGuiKJ4URTH5/afXgQ8/qJ2A/0RRTBBF0Qt4AdRSRYySwk9bQ42V/atT11qN308+Y8reRzx5HSklJSqmsB3YPxBF8YWVlVV8TEwMenqfV6GRSHJDFEU01FR3M0yUy+nlEUGjnxrRtWtXrl+/joODg8ri+RoYGxsTEp270os5TWDEFDlBp55SrFgxDAwMsnWOsbExcXFxeLv+f05+mzZt+HHM7Bz1Lcm5Y8eOoaenR7du3fhx029K6ePT5EOZo6qXa9hxbtGfNG/enBo1aiitn9zw8fEhJibGXxTFglR8ZjCw4/3/bUhNTj7wf//YZwRBGAYMg9QNHTPaIygvoqOjFd5mQVMUXiNA71LJGGpqsOOWH//d8sNcR6CapRrVLdUpYyxD9hXcXCxM76XCkxEAuVy++9ChQ+N69epV+N9NSYGg6rsWLa685Prz5zx9+hRTU1OVxvK1qFChAn3sqrLENz5bx+fmYtHOKog3J93x2XKd6qWc2H7mDPr6+tk6t2zZsuzcuZOmTZvy7t071q1bx+3bt9m3b1+O45DkjIGBAXK5XGmjjfmZiABoWJiS0LkxY8aM4erVqwVqFHXr1q3xERERq/KjL0EQTgPFM3hqmiiKB94fMw1IBrZ+OC2D4zP8gyCK4mpgNUCNGjXExo0b5zXkj5w/fx5Ft1nQFIXXCKmvc9WIxryNTuD00yBOPHnDuRehnPCOx0xfkxbfWNLSqTj1SpuipV44ZwUWpvdSKclIcHDw2jVr1vTr1avXlydnSyTZpKo/4P9YODP63GoePXokle1VICcnJx4+fIjnP/8AUH7u4gyPy+2Fop1VEA/ddiNPlnN8235cXFxydP7kyZMZP348ZcuWJSkpid69e3P69GlpXVA+ePjwITdv3qTkP7OR6Sru653RVKz82khVr25VfA5f5tWrV5QuXTpf+syOjRs3RsXGxu7Kj75EUWye1fOCILgC7YFm6RbT+wMl0h1mC0jlkCQKYaavRa9aJelVqyRR8Umc8wzhxJM3HLz/mu03/TDQUqdJBQu6VrfFpZx0SassSklGRFF8amVlFRMWFmZuYmKijC4kRYyGhgYpKSmIKSmflVr9QBkXFd6ubnTq1InZs2dLiYiCubi4sHr1aqW1nxydQMR9P54/f57tHdfTMzc3Z8uWLbi7u2NoaIiNTYYzQyQK9u7dOyZMmABASnSMQpMRlXp/M0VNhdNNP+Xu7k50dPQrURRVvs5TEITWgBvgIopi+soRB4FtgiD8CVgDZYGbKghR8pUz0NagY2VrOla2Jj4phasv33L88RtOuwdz8MFrhjQoxZQ2FVBXU/hy6yJPKckIQHx8/IoNGzbMnTBhgpay+pAUHTKZDGNjY1Li41DX+3yaTW4TkQ+Lm7OSmJgoJSJK4OTkhJeXFwkJCWhpKfbXhL1tCKJcG5m2ep7Lnjo6OiooKkl2fBgBnTp1KlvMs7e+J7s+/J74MEKSX6MiAEl+gaipqWFnZ5dvfX7J0qVL3wUHB/+q6jje+xvQAk69/x64LoriCFEUnwiCsBN4Sur0rVGiKEoVOyVKpa2hRtMKljStYElispz5R91Zd9mLJ68j+btPNcz0pUtbRVJaehcREbH277//jlL1XH/J18PExAR57OcLnpWZiDQ+M4n69etz7dq1XPUhyZympibOzs6cOXNGKe2/e/oa7eJGlC1bVintS5TDwMCAli1bUqNGDaVNzUwomZiviQhA7J0n9OzZs8CsF4mPj2f//v2xycnJh1UdC4AoimVEUSwhimKV9x8j0j33iyiKpUVRLC+K4jFVxikpejTVZczq6MSfPSpzzzeCDssu88AvQtVhfVWUloyIohiekJBw/dKlS8rqQlKEiKJIeHg4goLvoGdHSkqKtE5AScaNG4ebm1u2dkXPqchH/gzvMqDAXPxJsi8pKQlNTeXuLZLffm7Ulvj47BVryA+7du1Kkcvl29OV05VIJFn4tpote76vh0wQGLrptsoL63xNlDrx7fXr1z/PmjUrVJl9SIoGT09P9PX1ebUof8uqypNTOHnypDRVR0l69epF9erVmTp1qkLbTQiNRu3CG9q2bavQdiX5o0aNGpw4ceKjssqF3fHjx6lVq2BsjyGKIvPmzQsPDg5epOpYJJLCpKKNEcNdHAiJSiDoXYKqw/lqKDUZEUXxnoeHh6+np6cyu5EUAWpqaiQnJ392J0LZUy281l+mWLFidO/eXan9FFWCILBgwQK2bNlCnGmkQt7PpNfBBEw6Sv/+/WnePMviPZICqmrVqgQEBAB8lpB82Kjw04+CLPbeU54/f07Pnj1VHQoAp0+fJioq6pIoioGqjkUiKWzKWaauZXsWVJC25inclF4SICQkZNrs2bMjlN2P5OtWpkwZZDIZ+ZnYpiQk8ebYY/7++280NDTyrd+ixsrKitatWxN96Xae2xKTUzDecpzp06fz888/KyA6iSoEBASQvhJjdpKOgpqQpETHoL7zFJs2bVJ4oYbcmjFjRmhgYOB0VcchkRRG5d8nI3d9w1UcyddD6clIcnLy8bNnzwZ7eXkpuyvJV0wQBCwsLIiMjFRYm97+WdcMf3vxOc3rN8be3l5hfUoyNmHCBAyuPkLT6+OypzkZKfF2dWN4ENjY2DBs2DBFhyjJRx4eHtSsWRPIfP+ZwuLd4fN06dKFhg0bqjoUAK5cuYKvr+8jURSfqjoWiaQwKqanSaNy5my65kNsorTkShGUnoyIoiiGhoaOnzx5spRCSvIkJSWFxMSPL07zejc0s4QkOTqBlL0vGD16dJ7al2RPjRo1qFChAuMscldC2dvVjUOHDrF06VLWrVun4Ogk+c3Q0JB3794ppK3ksEgSXvkR9/g5ySH5u51GckgYmrfdmTRpUr72m5Vx48aFBgYGjlF1HBJJYTa2WVnCYhLZfM1H1aF8FfJl55bk5ORjFy5cCHz27Fl+dCf5SnXu3Jndu3fjOWO8UvtJiU9Cb8UzmjdvTrt27ZTal+T/ZsyYwfLly9Pe3+yOini7unHgwAGGDh3K4cOHKVGixJdPkhRoBgYGuRoFfdjle663cmWjfR26PgxGe8G/JP26Dpsj16l414uEhesJ33mM+Ofeig/6E/KEREL+2c5PP/1EqVKllN5fdpw7d46AgIDboig+VnUsEklhVt2uGA3LmrH64ivkcqmqVl7lSzIiiqL49u3b70eNGqXyXV4lhVe3bt3Yv3+/wtv9dHSkxR1TdHR0+OuvvxTelyRz6adyZicRsbcNwd42hC1btjB8+HCOHj1KjRo1lBmiJB+IosiJEyeoUaNGllO0PuwVEm8Tx/qmtajpeQdzc3OcnZ0ZP348hoaGbN26lcDAQG7fvs2ZM2c4ffo0Y6s3Imj+Kt4d/7jsvCiXK6xUZ0pEFBX3X6NHPZcCMyoil8sZNWqUNCoikShIaXN94pKk/TcVId/2tE9OTr746NGjhxcuXMivLiVfGQsLiwz3o1DkwtVzTRdx/Phxhg8fLi1az2dv3ryhTJky2TrW3jaEWL8wPH49xs8//8yZM2eoXr26kiOU5Ifz588TFhZG+/btM3w+/YaF8rgEdBdtZuTIkVSsWJHg4GCCg4O5e/cuM2fOpHr16shk//8zV7lyZebMmcP4ceOIOvP/jUwT/d/gO3gq8Y/yPnof9/QFcXNXUrFiRdauXVtg9rnZvHlzUmho6AFRFJ+rOhaJ5Gvg+SaKspYGyGQF42e8MMu3ZAQgKCjouxEjRoTK5fL87FbylUhJSUFNTe3LB36BmJhE3AOPjx7z9jfnfLPfWbVqFQkJCTRt2jTP/UhyxtnZmevXrwOpU6+8Xd3w6DmWWaIl/V9E0+rqK8aGadL4nDteg3fh43aE7+p8y8OHD3FyclJx9BJFWLNmDZ07d2bOnDmoqamlJR5x5lGE+l2jH9H0eBLKLNGSEYEiJTafoHHjxjx48IDJkydjZGSUrX7mzZuHTnwS11u5Mj5Cm8DpSwDQKmufp/j3VmqB+O8Bdu/ezW+//VZgqmfFxsYybdq08ODg4IIxTCORFHKiKPIsKIrylvqqDuWrkK/JiCiKL8LDw3etXr1auZtDSL5K4eHh2b7YyEri6yCCF2/gzYJVRBw4TUpkFI++HcmLFy+YP38+//zzT4G5iChKSpUqRXBwMBMnTuTOnTt06dIFW1tbdu7ciSAIODk54e7uTtmyZZkyZQp+fn7MnTsXfX3pj8HXYs+ePTg6OtK1a1fsNy5EHp9A5NELBM5cSp3XscTGxqKvr8+pU6cICwtjwIABLF++PMf9xMbGIpfL6dq1a9p0TBcXF2Q6uf+5T/R/Q+vWrVm1ahWNGzfOdTs5cevWLebOnfvF42bOnBkdFxe3SBRFqZCMRKIAp54GERqTSN3SpqoO5augnt8dBgUF/Th79uxOXbt2tTI3z7q0qkSSnq+vL3Z2dgB4zhj/0XxyLV/NbC941ixpjW7NSsTeeoQ8Koa4IxexmroELS0tZs6cmVZSVJK/ypUrh6enJ2PGjKFNmzbMmjWLv//+GxsbG1WHJsknu3fvpk+fPtSpU4cQWSIJr/z4tllL+q5eR6dOnRTWj46ODlWqVOHGjRskJ6eW5rxw4QJ2g9rkqr2UqBj0Nhzm5z/+oEuXLgqL80t+++03du/eTbly5TLdUNHT05NNmzYFhoWFFe4ayRJJASGKIn+deY6dqS4dnK1VHc5XId+TEVEUo/X19Sf88MMP/2zfvt04v/uXFF5+fn7Y2toCedt7QJDJMB/Vl+hLt4k6d4O4uDji4+OJiYlBSpBVN+/vswAARhdJREFUq1y5cpw4cULVYUhURF9fn927d3Pq1CliY2Oxt7dXys0BPT09Ll68yObNm5k6dSqvX7+mevXq3Oz/Iw6bF+WoreTwdwT9uoqpw0fRv39/hceaFVEUadWqFT///HOGyYgoiri6uoaFhob2F0VRWmkrkSjAWY9gnrx+x6Juzqir5esEo6+WSr6KMTExO86dO+chLWaX5ER4eDgmJiYK2wRNp1J5xNC3rF+/Hl1dXSkRkUgKAE1NTdq1a0f37t2VOkopk8lwdXXF39+fkydPEhMTw8WLF3PUhpicTMiyzcwcPY7Zs2crKdLMlS1blhMnTlC6dOkMK4Ft3rw5ycfH52RycvKNfA9OIvlKBb1LAMBAO9/v53+1VJKMiKIoBgUF9XR1dX0bGxurihAkhYwoily4cIFN9xW3aXDpivF8M6sjf/75p8LalEgkhYsgCLRo0QJRFDE2Nsbb1S3b50bsO42aoT7Tpk1TYoSZ+1Cp69ixY5w8efKj5968eYObm9vbN2/ejFBFbBLJ16pbdVucrA2Zuu8xwVHxqg7nq6CytE4URV8TE5N5kyZNmrtixQoDVcUhKRxSUlI4fPgw1n2GZHpMdteNpL/YWHR3EU9r6ygkRolEUjgFBwfj5+eHs7Mz8PHviMjIyI8KZ3h6evLs2TMePXrE71cf8MzdXSXle0VR5Nq1a5QsWRJfX19MTEz4448/iImJYfr06bi6uoZHRkZ+J4piznePlEgkmdJUl/FXryq0W3qZH3c9ZMOgmgWmhHdhpdLJbuHh4cv27t37/NKlS18+WFKkqaur061bN2Y1rq2wNq9evcqyZcsYMUK6cSiRFGXm5uaUKFECV1dXdu3aRXx8PLdu3UIQBIyNjRFFkZs3b9KkSRNcXFxYtWoVXl5eXLlyBUtLS5XEvHHjRoKCgvDw8GDs2LG0a9eOSZMmsWHDBrZv35788OHDi7GxsUdUEpxE8pUrY2HA4AaluPAshJDoBFWHU+ipdMKbKIpyQRC69O3b9/bDhw/NjY2NVRmOpIAbMWIE33//PfQZhpDD/Uair94j9tZDvm/Shm7duvHs2TOioqKYOXMmtWrVUlLEEomkMBAEgatXr7JhwwZWr17N6NGjEQSBli1bcvLkSfr06cO5c+dYsGABffv2RVNTcRut5lRoaCirV69m5m/zqPxHD1pfmkZc1Sj60Ifz58+zadMmWrZsGRQUFOSqsiAlkiLANywWS0MtzPWlrQDySuWrb0RR9DU0NBzbv3//FQcPHjSWhrokmWnWrBn6+voEe71Ar0z5HJ2bEhlF3D13LHq6UqtWLUqVKkXVqlWlXdYlEgkAJiYmTJgwgQkTJuDh4YG5uTmmpqZcvXqVw4cPs2LFCooVK6bSGFNSUihTpgyycsWo/Ht3dG2L8XDyHmJ9wyherwmnT5+mZcuWYeHh4T2l6VkSifKkyEWuvHhLswqW0hQtBVB5MgLw7t277cWLF++2bt269kOHDlXdLSdJgff27Vs0ipnk+LwrPy+iy70XuLllf3GqRCIpmipUqJD2/3r16lGvXj0VRvN/MpmMLl26sPfOKbQtDfH47Tg1TMtx/NZx1NTUmDp1akxAQMD6hISEK6qOVSL5mt14FUpEbBKNypmpOpSvQoEpkBwUFDRg2rRp/vfv31d1KJICrHjx4mzp3i7T57V8/5/LisnJvDt9lQNVWmNkZISfnx8PHz7MjzAlEkkhlZiYyOjRo5k3bx7Pnz9n8+bNLFy4EG9vb5XEs3v3bgRBYPz48Xh4eLD/0TnEFDmhP52mbYna7N+/HzU1NY4ePSpft27d0+Dg4MkqCVQiKUKWn3+BuYEWrZyKqzqUr0KBGBkBEEUxRhCE1p07d75y7949c1UPh0sKpooVK/LkyZNsHZvw3IfwLQdpf/4uUVFRdO3alXLlyik5QolEUpht2bKFhw8fEhERQcOGDalRowZHjhyhZs2a2Nvb51scSUlJ/Prrr2zcuBGAJUuWsGTJEgCMjY1xWzIfV9fUZSFeXl4MGTLkTXBwcDtpc0OJRLnu+IRz5UUo09o6oq2Rs/WrkowVmGQEQBTF5wYGBt937tx5zdmzZ4up5XCRsuTr5+TkxKFDh4g2sEC9eWm0AzIvy6tVxg6ZgR7z5s0jMjKSMWPGSHM7JRJJljw8PGjVqhXTpk1DLpczadIkNDU1adq0ab7F8OrVK7799ltMTU05fvw4P/zwA48fP8bR0RETExMWLFiQlhjFxsbSrl270JCQkC6iKIbkW5ASSRG167Yf6jKBXrVKqDqUr0aBmab1QVRU1B53d/f148ePj1J1LJKCx9HRkcOHD/N6+3oiD54loWTiR3uLpP+/oKGO2Xc9mDp1KmPHjuXIEanKpUQiyVxSUhLbtm2jdevWREZGMnDgQG7cuMHy5cvzpf+UlBRWr15N3bp1GTJkCHPnzqV9+/YYGBhw//59Tpw4wfbt29MSEblcTteuXSODgoKmJScn38yXICWSIq62gwnJcpEdt/xUHcpXo8AlIwAhISE/7dix4/q6deu+vIOdpEhxcnJK+3+iX2Da/z9NSj7QKmuHtrY2U6dOxcXFJV9ilEgkhZO/vz9JSUncvn0bY2NjNm/ezMmTJ7GyslJqv4mJifz7779UrFiRLVu2cPDgQW7evEm3bt345Zdf2LFjByYmnxfu+PHHH2Pv37+/JTQ0dJVSA5RIJGk6V7GhuaMFi0548iokWtXhfBUKZDIiiqI8ODi489SpU19dvnxZ1eFIChA7OztWrlxJz549SQ4O++Lxid4BGBsb88svv2BgYJAPEUokksJKW1sbBwcHNm3axIULFwgPD0dPT09p/d25c4effvoJOzs7/vvvPyZPnkzz5s0ZP348Dx8+5NmzZ3Tt2jXDc9etW5e8ffv2G2/evPlBaQGqgCAIkwRBEAVBMEv32BRBEF4IguApCEIrVcYnkYgitHO2IiFZztzDT1UdzlehQK0ZSU8UxVhBEJr36NHj5rlz56zLl8/ZvhKSr9fz58/ZtWtXtmr+P540nzIry+RDVBKJpLCzsrLi2rVrSu/nxYsXTJkyhWvXrjFo0CBOnz7Nq1evGDx4MD169GD69Ok4Ojqir6+f4fnnzp1jxowZLwMDA9uJoihXesD5RBCEEkALwDfdY98AvQAnwBo4LQhCOWmhviS/Bb+LZ9cdf3bc8sM3LBZjXQ3ql5FK+ypCgU1GAERRDNDQ0GjVqlWr89evXzctXlwqoSaBSpUq0b17dxYvXkzdk5syPS72zmOq/1wdmaxADgBKJJIiJjExkZkzZ7JmzRomTpzIxo0b0dbW5tdff2X58uUcOXKEWrVqZdnGs2fP6Nu3b2BgYGBjURTj8in0/LIY+Ak4kO6xTsB/oigmAF6CILwAagHKzxolRV6KXOTCs2C23/TjrEcwKXKROg4mTGxZjlZOxaVqWgpSoJMRgKSkpMf6+vo9W7Rosfvq1avG0lQbSYUKFVi0aNEX53GH/ruXk/sPUr169XyKTCKRSDIWHR2Ni4sL1tbWPH36FAsLC9zd3fnpp58IDQ3l5s2b2NjYZNlGaGgorVu3Dg0JCWkliuKbfAo9XwiC0BEIEEXxwSdVD22A6+k+93//WEZtDAOGAVhaWnL+/HmFxhgdHa3wNguaovAaIXuv82FIMhueJBIWL6ImQLOS6jQtqUFxvQSIeM71K8/zJ9hcKkzvZYFPRgCio6PPWFpajm/Xrt1fZ86cMdTQ0FB1SBIV2rlzJ+XKlSM+Ph5vVzfsNy7M8DhBQ51Xr17la0lOiUQiycj9+/e5ezd1z6Ndu3Zx9OhRbt++zejRo3Fzc0NTUzPL82NjY2nWrFl4cHDwwKSkpEf5FLZCCYJwGshoisM0YCrQMqPTMnhMzKh9URRXA6sBatSoITZu3Dh3gWbi/PnzKLrNgqYovEbI3ut89+A1gscTIJEUEc4HyAkRtahsa0yVEsZULmGMvalugd0yoDC9l4UiGQEICgraYG1tbdevX7+J//33n0FBffMlymdvb8+pU6cwNjbm6dPMF49ZTBjEqDkz2LJlC927d2f06NH5GKVEIpH8X4MGDUhJSWHz5s1cvXqVLl26sHv3bnR0Mt8r6YOkpCTatWsX4evr+1N0dPThfAhXKURRbJ7R44IgVAJKAR9GRWyBu4Ig1CJ1JCT9hg62wGslhyqR0LGyNR2crfAPj+OBfwQP/CJ44BfJjlt+bLjqDYCRjgbOtkapyYltaoJibqCl2sALoUKTjAAEBgbOuXjxov3kyZO7L1y4UHklTiQF2pgxY0hISODs2bOUKlUKLmV8nGYJK6x+Hs0PJo706tVLSkYkEolKyWQyXF1d03ZOzw5RFOnfv3/kkydPloSFha39X3v3HR5VmT58/PvMTHqfJKQRSKghVOlYALFjwb64+OoqAuqCrru6Kiquy093lUVl7agIKwuyiwVRXEQRGx1poff0QsqkJ1Oe948EDBDIAElOMrk/15WLzJwzZ+57Bg7Pfc5TmjA8w2ittwPtjj1WSh0GBmqtjyqlPgcWKKVepmYAe1dA1lQRzUIpRbzVn3irP9f1iQXA4XSxP6+UrWlFbEmzsTWtiDdXHcDpqrlhFxfqR9/4EG66oD1XJEcZGX6r0aqKEa21VkqNnzt3bkxERMTwxx57rOFLSsIjpaWlcdVVV6GUOmNXLbwspKamYrVa0Vq32Nupom2y2+3Y7Xb8/f2NDkW0QFprHnzwwZJVq1b9Jy8v769Gx2MErfUOpdR/gJ2AA/i9zKQljGQxm0iKDiYpOpjfDKp5rqLayY5MG1vSivh+bx7LtmdTUFYtxYibWt00Q7VrkFz/j3/8Y8Nrr71WaXQ8whgdO3Zk48aNDe7nyDnK3/72N9atWyeFiGhR0tLS8Pb2Jj4+nkceecTocEQLo7Xm0UcfLf30008/z8nJmaS1rnechCfSWidorY/Wefy81rqz1rq71vorI2MToj5+3mYGJli556JEnC6Nr5eJ527oZXRYrUarK0YAtNb23NzcK//v//5vy3vvvSertLdB9957L8uWLePIkSMAHL778Xr3+3DQaLp27UpCQkIzRidEw1577TUAnE4nmzZtMjga0dJMmzat7N///vfXOTk5d7WlQkSI1mzWt/tYfSCfv47pRfdomf3VXa2qm1ZdWusqpdRlU6dO/UFr3XvChAlnnopEeJTQ0FAmTJjAX/7yF+bMmVPvXQ9HYTG/ffy3PP300wZEKMSZ3XzzzbRv356wsDBuuukmo8MRLYTWmmeeeabs3Xff/T43N/d2T1rUUAhPtvrAUV5buY9b+rfn9oHxDb9AHNdqixE4vkr7JU8//fS35eXlFzz88MO+Rsckms/jjz/OqFGjmD59OtOmTQMgoX3e8e35mYdQ7drx4IMPNngsrTVbt27Fy8uLLVu2MHbsWMxmWcxINJ2hQ4cydOhQo8MQLYjWmj/+8Y+lCxYs+Lq2EJGxEUK0AoVl1fxx0VYSIwKYfmNPo8NpdVplN626tNYVubm5l77wwgtr/va3v5UbHY9oPmFhYbz99tssWLAAp9N5Slct64COBAUF8fLLLzd4rDvuuIMLLriAXr16MXHiRG6++eamClsIIU7hcrmYNGlSyYIFCz7Lzc29TQoRIVoHrTV//ngbBWXV/HPsBfh7t+rr/IZo9cUI1HTZys3NverVV1/97tFHHy2V7rVtR//+/YmPj+eBBx5g9+7dJ2xz2Z3srEjjscce44YbbjjjcZYtW4bZbMbf3x8fH59Ws1CQEKL1s9vtjB071rZkyZJ/5+bm3iVds4RoPfbklLBiZw4urXnqsxSe/mw7izaksiPTht0p/5Td4THlm9barpS64cMPP5ydlpZ26/z580NkpXbP5+XlxbJly3jwwQfp0aMHgwcPhsm98Y0KZsP4uVQXlOETFcyBAwew2WyEhITUe5z09HTS0tKIiYkhKCgI+bsjhGgOpaWljB49umj37t0v5+bmTjc6HiHE2ekeFcRb4/qz6Ugh2zNsfLY5k/lrUwHwtpjoER1Er7gQesWF0DsuhG5RQXhbPOJeQKPxmGIEaqb9VUpNWLlyZeoVV1zxyJdffhkaECBrI3o6Ly8vpk6dynvvvcf69evhrvUMHDiQqpxignvG0u+Vsex/7Vs6XNyTg6u2Eh4efsoxgoOD6dlT+nkKIZpPbm4uo0aNKsjIyHi0sLDwA6PjEUKcPaUU1/SO4ZreMQC4XJrD+WVsz7CRkmFje4aNz7dk8u91tQWK2UT32gKl97ECJToQH0vbHafqUcUI1CyMCPw1LCwsfciQITNWrFhhjYmJMTos0cQSExNxuVzMnj2b+++///gaJME9YlAmRZcpl3Hw3e+JTmzP7++dxHXXXcegQYNOe6dECCGa0s6dOxk9evTRvLy8O8vKypYbHY8QonGYTIpOkYF0igxkTL84oKZAOVJQzvYMGztqC5QvtmWycH1NgeJlVnSODCQ5NpjkmJqfHjHBhAW0jYliPa4YOaawsHCOn5/focGDBy/64osvIvv27Wt0SKKJKaWYNGkSt912GzNnzuSdd95hKIlcebA7w4cPp/t/ZpKSkkLv3r2ZNWsWsbGxZGRkGB22EKKNWbZsmR4/fnzm0aNHr7Tb7TuNjkcI0bRMJkViRACJEQHc0DcWqBn4nlpboKRkFLMrq5gf9x3lk19+bZfEhPgeL0ySY2v+7Gj1x2TyrEWcPbYYAaioqPhOKXXRlVde+c3777/f/rrrrpNOem2A1Wrl+eef58knn2T+/PmsXr2aZ555hri4OOx2OwDDhw/n6quvNjhSIURborVm5syZ1TNnztydnZ19Wd1VxoUQbYtSio7hAXQMD+C6PrHHn88rqWJXVjE7s2oKlJ2Zxazam4fTVTM5U4C3maSYYHrEBJEcE0KPmCCSooPx82693bw8uhgB0FrvU0pdMH78+G8eeuihpKlTp/rVt0Ce8DyBgYHcf//93H///VRVVbFp0yYqKiq49NJLMZmkLhVCNJ/q6mrGjx9ftmrVquXZ2dl3aK2rjY5JCNHyRAb5EBkUyfBukcefq7Q72ZtTcrw42ZVVwpI6A+VNChIjAhiUYGVwopUhnU4dG9uSeXwxAqC1LlBKDXnjjTdmr1279uaFCxcGBwYGGh2WaEY+Pj5ceOGFRochhGiD8vLyuPbaa23p6ekzsrKyXtAy/7wQ4iz4epnp0z6UPu1Djz+ntSa9sIIdmTV3ULZn2Fi2PYuPNqQBEOGnGJ67haGJ4QxOtNIx3J+WejG+TRQjUDP1L3BPu3btfh44cOCML774IrRLly5GhyWEEMKDpaSkcN111+UXFhb+zmazfWF0PEIIz6CUIt7qT7zVn6t7RQPgdGl2Zxez/lABX6zfw6o9ecfHoEQF+zCktjAZ2slK58jAFlOctJli5Jjc3Nz3fH19N48YMeKL2bNnR1177bUt45sQQgjhURYuXOh85JFHMnJycq7WWu8yOh4hhGczmxQ9Y0PoGRtCov0II0aMYH9uKWsPFbD+UAFrD+bz+dZMAMIDvBmUYKV3+xB6xgbTMzaEyCAfQ+Juc8UIQGVl5SalVO8JEyZ8PWHChKRnn33WT8YQCCGEaAxVVVVMmTKldOnSpetzcnJu0loXGx2TEKLtUUrRNSqIrlFB/L+hHdFacyS/nHWH8ll3qICNhwv5347s4/tHBfvUFjPBxwuU9mF+TX4HpU0WIwBa66NKqcHvvvvuG2vXrr39v//9b2hwcLDRYQkhhGjFjhw5wg033FCUl5f3UnZ29t9lfIgQoqVQSpEQEUBCRAC/GdQBAFuFnZ2ZxezItNX+Wcz3dWbvCva1/FqgxNUUKJ0iArCYG+8ifpstRgC01g5gUkhIyI/9+vV7ZfHixRH9+/c3OiwhhBCt0BdffKEnTZqUW1RUdHNZWdlqo+MRQoiGhPh5MaxzOMM6/zoDV6Xdye7sEnZk2thRW6B8uPYIVQ4XAD4WE0kxNXdPLuwcfsLUxOeiTRcjx9hstvlKqXWjR4/+8s9//nOHRx55xKelDOoRQgjRsjkcDp544onyf//73ynZ2dnXyvohQojWzNfLTL/4UPrFhx5/zuF0cSCvrE6BYmPp1kwKy6qlGGksteuR9H755Zff+vLLL29ZtGhRcEREhNFhCSGEaMGysrIYM2ZMYVpa2uzs7OypWmuX0TEJIURjs5hNdI8Oont0EDfXdiLSWlNW7TzvY8uo7Tq01lXp6en3bt68+e7+/fsfXbVqldEhCSGEaKGWLFniGjBgQM727dt/k5WV9YQUIkKItkQpRaDP+d/XkGKkHgUFBZ+lpaX1u+OOO7ZOnTq13OFwGB2SaAGcTicLFixg3rx5VFVVGR2OEMIgZWVl3H333SUPPPDAD1lZWb0qKipWGB2TEEK0VlKMnIbWOiM7O3vAnDlzXh8yZEhhamqq0SEJg1RWVrJgwQL69OnDgw8+yO9+9zs++ugjo8MSQhhgw4YN9O3bt/B///vfk1lZWaNkfIgQQpwfKUbOQGvtzM7OfjwlJWXM4MGDM95//32HzNLYduTn5/PEE0/g5+fHuHHj2LlzJzabjalTp3L77bcbHZ4Qohk5nU6ee+65yjFjxuxJTU0dnJOT84ZM2yuEEOdPihE3VFVV/ZiTk5M0bdq0jy+//HJbVlaW0SGJZjB69Gh27apZNPmHH35Aa43T6eT555/Hz8/P4OiEaFh6ejot4a6uzWZj2rRplJWVGR3KOTl06BCDBw8ueuedd97KysrqXV1dvd/omIQQwlNIMeImrXVpRkbG2I0bN44bNGhQzkcffSRXxDyUw+HgrrvuoqysjP/85z94WwNYsmQJACaT/JPxNCUlJSxcuJD77ruPQYMGERsbS3JyMrfffju7d+82LC6tNatWrcLlOvsx0du3b+fuu++mb9++9O/fn0WLFtW7X05ODm+++SZTp07lmmuu4a677qK6uvq8Ys7NzeXQoUPs27ePH3/8kXnz5hEbG8v06dNpbRdytNZ88MEH9mHDhmWkpKRcm5mZ+Uettd3ouDyVUmqKUmqPUmqHUuqlOs8/qZTaX7vtKiNjFEI0Ppna9yzZbLYvlVJJjz322L/nz59/8dy5c2UKYA/z+OOPk5WVxYYNG4gccznVBWW8vvRjZsyYgaw/4xnKy8tJS0tjw4YNPPTQQ1x44YVcc801jB8/nvbt21NUVMSf/vQn7r//flauXNlsRajNZiMvL4+ysjKmT5/Oxx9/zHfffceFF15Ibm4uVqsVrTU2m43o6OjjceXl5eHv78+3337LCy+8QFpaGg8++CAHDhzg4MGDXH311VRUVODt7U1OTg4HDx5ky5YtbN++neuvv56kpCTGjx/PjBkzGDJkCEOGDGHq1KnEx8fjcDj47rvv+PDDD1m+fDmVlZVccMEFOBwOUlNTCQoKonv37mRnZ5OSkoK3tzdBQUGYzWaioqKIj4+nV69e5Ofn8/XXX7NkyRIqKiooLi5Ga43D4cDHx4fw8HBuu+02EhISmuWzbkhGRgbjxo0r3LNnz/KcnJyJWusSo2PyZEqpS4ExQB+tdZVSql3t88nAWKAnEAt8o5TqprU+//lEhRAtgpIur+cuLCzsNn9//9fffPPNiDFjxsglcw+gtcbs60P0s5Nx5BVSuHApMdMmYwqo6ZZ1+O7HDY5QnIvq6mpWrlzJ3W+8h91WSPGmdVjMvngHWYnpdwVBMZ1PfU1pIQdXzcdeXkJwTBfiBl2L2dsXW+pOBkZUMHToUPr3709SUhJWqxWz2XxWxeqRI0d49dVXeev9D7FXlKDMFrTTgcUvEIUirPMFmMxe5KR8j7O6EotvAM6qclAKi8kHk8mCy2nH6bJjUmacLjtBgTF0iL+EyMieKPXrKSk7Zwv5+XvRuPD2CsDP1wpd4giM7oTJ4nV8P0dlGWV5qdjSd1FwYDPa6cDldOAfHoe1c3/CEvugTBYqCjNRyoR3oBWnvZIqWx4hBd4EBsTg5XVqF8bS0izSMtagMOGw+mKyeGH28gUFSplxOqrI+mU5kyZN4u233z7Lb7dxaa2ZO3euferUqblFRUX3VlRUfG1oQG2EUuo/wGyt9TcnPf8kgNb6b7WPlwN/0VqvOdPxBg4cqDdu3NioMa5atYqRI0c26jFbmraQI7SNPFtajkqpTVrrgfVuk2Lk/CilIqOjoxcMGzZs4DvvvBMaGRlpdEjiPIXefCUVW3cTOGIwJV//ROTDd+HVLhyQYqSlOHDgAIGBgURFRdW7vbKykm3btrFlyxZ+/PFHvvzyS6q9gjG3j8K32o/IHhfiG/zrHc2QAydO1Wzr7AOAdrmoLMrh6N515O1ei1IKP2sML057jO3bt7N161b27t1LQUEBf/jDH3jllVfOGPeePXt49913Wb58Obv2HiAiaSjWzv3xCQzD5XRg8Q2st6DR2oVSpuNxaq0pK8vGyysQs9kbs9kbrV2YTOaz+hzr5nrqe2pc9ipMFi9UPcc9+TM7n/d0OexsnvcEV155JQ899BBDhw4lPLzm35zdbqeyspKgoKBzfj93HTlyhLvuuqug9m7IJLkb0nyUUluAJcDVQCXwqNZ6g1LqdWCt1np+7X7vA19prRfXc4yJwESAqKioAY0962FpaSmBgYGNesyWpi3kCG0jz5aW46WXXnraYkS6aZ0nrXUecEVAQMCtffv2/ecLL7wQcffdd3tJd57WpbS0lCeeeIJ/7d1C8PWXYlu6koDBfXCVV5D97Ov4xrQnuP8Quh2eyd5n/2R0uG2W1prp06fz2muvUVZWxnPPPUe3bt24+OKLCQ8PZ9myZSxatIilS5fSsWNH+vXrx0UXXcRWRye8A0JOOd7pGtQnPm8lOvIaCgddh3Y6MHv78sniYr797tcr+G+99RZr1649bdxVVVVMnz6dd955B0tcP0ITR9F30F0nNPLNZ4jnZEopAgNjTnru7AsRGnxPBThqfxrPsfc8VpSYLF6Ulpby/vvvM3PmTDZt2kS7du1ISEhgy5YtlJeX88svv9C9e/dGjeMYh8PBK6+8Ujlz5sycwsLCu6uqqr5vkjdq45RS3wDR9Wx6ipr2SBgwFBgE/Ecp1Ymav4Qnq/cqqtZ6NjAbau6MNPZV4ZZ2pbkptIUcoW3k2ZpylDsjjUgpFRIVFfVGYmLiNR9++KG1S5cuRock3PTll18yefJkjnaKpmLbXpxFNuLfeBa/nEBc1dWU7dtFwU8rsQQEkbdlo8ymVY81a9ZgtVoBjjcaKysrWb9+Pb6+vnTr1o0NGzaQmZlJZWUl/v7+JCQkEB8ff8ZxAp3//BxFeVtxpmRTmZEKShF35wScpSXkf7+CwVHh7Nu3j4KAEKoy07EOv4yowJ5nVXycrWONaHtFCQUHNpOzfRUdLroV8yU90S4X9pWbuHVwHEVFRSz6chXlBZkERiXQ8aLb8PIPbvR4PE1RJy8qC3OoLrfhGxxJccYe0tcvxeWoZuLEibzzzjuN9l6bN2/mzjvvzD969Ojc3Nzcp7TW8qUYQCn1P+DvWutVtY8PUFOY3AfSTau5tIUcoW3k2dJyPFM3Lbkz0oi01jbgTovFMuziiy+ef88990RNmzYtQBquLd+oUaNIrywjrHc3fDrFkz/vU3KeeZP4e3+P2T+AoJ59CUzqRfZnH2HtmsTmb5aTlJRkdNhNQmvt1tiH8vJy1qxZww8//MCPP/7I3r17cTqd2O127r33Xnr37s0jjzxCp06dyMvL4/Dhw4wYMYIOHTrg6+tLaWkphw8fZvfu3TzwwAMopcjPz8fhcOB0OsnLy2P5z2twVpQR0C0Z3/iOBPXqh19CZ5TJhCUwiNjf3M23zzxC0nWTsZQVETzgdiy+ASfEeTYNfu/d6QBUJ7VvcN+i1J0cWPE+QbFdSbjkNwS3705VSj771y7AUqVYWN4Ds48f0X1G4RsWfbw4au0FyLHPyF3ufJYnCz1oB6yAFVuwD5HBFxKRNIzCg5uZPXs2Xbt2JTk5mYCAAMxmM76+vnTp0oXQ0FC336OwsJDHHnus+IsvvjiSk5MzVmu986wDFY3pM2AUsEop1Q3wBo4CnwMLlFIvUzOAvSuw3qgghRCNT+6MNBGllMVqtf4xICDg0VmzZoXfeOONJum61TJd+PGDpC/eRNpH6/Ht1ZWoR8dTeTCV3L+/h8nLm7g7J+AbFw/UjCEoWv8zbPiJFStW0LdvX4OjPz82m42Ee2/HVVVNaPsLKN6yAdumtfh3SSKoV1/sBQXYC/JwVVXhE9Mek48P5Qf3UZWThbO0GJ/oWELDuxIQ2YHguO6YLF44Kks5/MMitNZE97mUoJjOOKsrsVeU4BtSM6aqpOOv/xbshfnk//ANlqAQLIFBYDKhlMLsH4B3ZBReoVaUpea6SdCRhs9X7jb2G2pUn6kRbevsQ9raJeTu+IHEkeMIiulC+vovsKXvIrr3SKL6XHrCAPJzKYiaS3VS+yZ/z3MpSE4nzecwubt+RrucuOxVNWNbHNWYq4sZPnw4L730Ej179jzt610uF3PmzLFPmzYtv7S0dGpJSclcWbzQeEopb2AO0A+opmbMyMrabU8B91LTX/APWuuvGjqe3Bk5N20hR2gbeba0HGUAu4GUUlHR0dHvdO7c+ZLZs2dbk5OTjQ6pVSguLiYkpOZK8tChQwkKCqJTp04UFRXxwAMPMGLEiEZ5n5HfPsqeGf8je/kOgq8dia6uxq9PEj7dEiidt5KSHVvQdjvt73kAn6jY46+zbd5A+J6tfP/997TWqZ2LioqIvWAgql0Avn5R2DauwVlWSscpj2PbsBpHaQleoWF4R7TD5OOLbdNazAGBBHbviU9MHNbisHoHNje3xio+6mqoECk48AuHVv0ba+cB+ASHk7drNRHdhxDdZxRmb1+3Y2vuwsNo51uUnHawvcvJMzd05aabbuLRRx9lxowZ9e63bt067rvvvvy8vLxPc3Jy/qS1Lj6vgESLJcXIuWkLOULbyLOxczyQV8pnmzMI9LEwacSpM1A2RLppGUhrnQPcaLFYho4aNeq9K664ov2MGTNCoqPrG8PXOrnbreds3HLLLcd/P3lg8KJFi1i3bh2DBw8GagYHl5WVYbVamThxIkopxo4dS4cOHaisrCQ5OfmE+CorK6mqqiIkJITD6ZGYrx5DQLkflTv24SiwUbJiNZjN+ERG49+5O1VZ6ZQf3H9CMRLcbyBZudlcddVVfP3118dn/mnpSktLWblyJcuWLePdf31IUO8LaHfNjSizmYjLrjm+X7vRNwEn3omIHdGnzoFo9iVTz6V707k09t1pMAfFdiMiaRj28mKc1ZV0vXoS/uGxJ+wjhcipvHenn1NBcnIRcuzOmr2okHH+mvfff58Xd3Xk3Xff5e677z7l9QcOHGDKlCmFmzdv3p2dnX2fdMkSQoiG5ZVU8cW2TD7dnMG2dBsmBWP6xTX6+0gx0kwcDsdapVTvTz755NYVK1bMHD9+vPXJJ58MaEnTrp2LtLQ0OnToAEBcXBx33nknL774IgDXX389ERERJCYm8swzz+ByuTCZTOTn57Nq1SquvPLK007X+eijj/LNNzXTzQdffymW0GCq07OpTNmH8vflsicfRldVU30kE3v2UZTFjCnAD6ethIAhfZk3aTmOwmLQmi4RUXTt2pWIiAg6derErl27WLhwIZdeeinZaQewxETiP6A3lisupHLXAUp//gV7Zh6OshJM+XkEdEsmZMCQE+JTShFx5XUc+PITJk2axOLFp8wy2aIkzHsRZ1EJGU/MwKdTB3x7d6Pj/X/EK8x6wn7udIM6pqWOfTjXRv7ZNJK9/ALpeNGtp90uhUj9zrYQObkIcVZXUJK5n+L0AvpTxYYNG7CNG8c333xDfXed8/PzmTp1avGSJUtyCgoK7q+url55XgkIIYSHq6h28vXObD7dnMGP+47idGl6xgbz9LU9uL5vLFHBvg0f5CxJMdKMavsl/1cp9dnbb7/90AcffPDnP/zhD8GTJ0/29ff3Nzq8emmtWb9+PfPmzaO0tJTw8HCysrKIiIggNjaW0tJSBg0axKFDh8jIyODFF1/kpptuYunSpSxduhSA3r17M3/+fA4ePEjnzp3Jzc2le/fuTJw4kQkTJtC1a1dcLhdXXHEFHTp0wGQycdVVV1FWVkbSvSPJ+GItyscb7w6xWH93E9ruxHm0ELwsBF02jCA6gsmEvagAk7dPzbiDOvGXZ6TyS0kJf734Qvbt20d1dTXr168nLy+Pe39cQnV6NrbPv0VXV+PdMY6oy27Ct30HTF7eZ/xsqrIzwenkqy0pdJ/+CnueeaRJv4tzlTCvpjh0FBShK6vxio8m5JrheKWemJ+7hUhLKkIaq1HfWGMapAip39l8vnULEJfTQXH6bobHw86dO9m7cyfDhg0jqXsSQ4YM4dNPP613ZrvCwkJeeumlsg8++MBWVlb2ZGlp6XyttatRkhFCCIO4XBq7y4XDqXE4f/3d7nThcGkcThd2p8bhcrG/0InfwXwcrtrttc/bnRqnq/7X7M4uYXlKNmXVTuJC/Zg0vBM3XhBHt6imXedJxowYSCkVEB4e/oi3t/eUhx9+OHjy5Mm+AQEBDb+wCSxevJiUlBSGDx/Orl27+PLLL6moqODw4cOkl5cQOHwQ5pBAnCVlmEODMaVX4SgpxmTxwhIahqu6CmdZGa6KcpTZDEqhnU6004myeBHQrQd+HRKxFxzF7OePJTiEUr9sSr9dQ3VGDqYAf6p2H8BZUo5XVDjeHeNqpkhNz8ZVUYmutuMqLQcg4KL+xF1151nneHJju+4g6rNVlZNJ+ty3CeiejHX45eh+NdO1Grko4shvH62JIf3EhTcdRcVUbN5F6Y8b0VXVhN9zM8HeXU95/emKkcYoPlpyI7wxB1efSUv+DJrCuRYgjsoybGk7saXtRhceplevXowdO5a+ffvSp08fgoODT3ucgoICXnrppbK5c+faKioqni8uLn5Pa119XomIVknGjJwbT8tRa13b4K7biHfx48+rGTh4yK/b6mmY133+5Ma84/jzta9x1X3u1H2Pb3fqE/Y9+TgNvd7VxE32IF8L1/aO4cYL4hicYMVkarwu+DKAvYWrW5RMmTIl+Pe//73vmf7DbQoxMTFkZ2cDcMcdd3DrrbcSEhJCXFwc3bt3J/FfL52wv0/qme8anK2qDjXtBW13YM/MpTo1E8xmvGLbYfL1wVVegSO/CPYU4hXRjqDkPvUe52y6GYH7BYmrqorirRspP7iXitTDoBTWS0YRNnR4vfs3910Sp9PJRYseoDKnmKx0fxyFxdjTs6jccwjn0UJ8e3cnYHBv/C5Ixjf91FusZ/rczrcYaemN8KYuRlp6/o3lfLpgaa0pzT5A3q7VuAoOc/nll3P11Vdz7bXXEhMTc4aj1MjNzWXmzJll8+bNs1VUVPxfbRFiP+skhMeQYuTcrFq1iuHDR7h99f2Mjejj20+/r93lwunUpzx35tfUbdj/WmDU+3xTt97rsJgUFrPCYjId/9PLXPOc1ynPmbCYFF7mU5/3Onac47+bTjrGqa8/vq3Oa3bt2E7/fv1qtteJy+sM7+3nZcbciAVIXVKMtBJKKf+wsLDJ3t7eD99+++1Bf/7zn4Pat2+chtLjjz9OZGQk48aNw2w2c+TIEQAGDBiAyWTi8OHDJCYmAjWL1w0dOvSE1yfMe/GsC5AzNXDP567EubzfmdSNxbZpLTlL/oOXNRyTt2/NNLMmE47SErytEQT3G4BfQhcsIaENDtpv6oLE6XTy2Wef8cILL7B5+zZMgf5YIsJQPt6YQ4PxionEp1sCPonxKEvNrFen+w4b+uzOpyBp6Y3xpipGWnrejaExBqMXZ+4lY+NXxFv9mDJlCuPGjXN7vZC9e/cyffr0ohUrVtjKysqeLy0tnStFiICWX4xU2p2kF1aQUVRBpd15vPHd6FffGygmjj3vdNW8xu5w1b+8fRMwKU5oPB9rMJtNqt4G+6kNblXv6+s2uE/drjCbTRzct5eeyT1Oeo17DfbTFQgtbfmGllY8SzHSyiilLH5+freHhIT8ZdiwYRHPPvts2PmuZ3HJJZfw008/HX/cr18/qqurycvLw2q1kp2dzQMPPMDTTz+NUV3FWoL169czZMivg9VDQ0N54IEHuPXWW+nbty9mc+NOZbt79262bdtGaGgoF1xwAZGRkafdV2vNvn37WLNmDevXr+fTTz8lLi6O5557jhEjRrTp7020Pi6XixkzZjBr1ixmzZrFLbfcgsnU8BRtWmtWr17NM888k7979+60vLy8pxwOx1eyVoioy+hiRGtNXkkVqQXlJ/ykFZSTVlBBdnHlOcVw5gZznavydRrsJzTM676+noZ7RnoqXRITT2ic1y0MTmiY19fwP8PV/1+LiZrfG7ML0NlqaQ31ptDScpSpfVsZrbWDmhVnFy5ZsmTEunXrXoiOju765JNPht94443KYnH/a6uqqsLXt6ZbTr9+/QgLC2PXrl1kZ2dz8cUXY7VaGTRoEGPHjqW1z+zVGAYPHsy6deuOFyRFRUWsWbOGF154odHf66mnnuKFF15gzJgxFBcX88svvzB06FDeeOMNOnc+dQ7vF198kb/+9a/ccMMNDBgwgJUrV3rsKvDCc9ntdtLT05k/fz7Tpk0jMjKS2267rcHXVVRUsHDhQueMGTMKiouLf8nMzHxKa72pGUIWol7l1Q7SCipOKDSO/Z5eWE6l/dc5E5SC6GBf4q3+XNw1gg5WfzpY/YkL88PPy3zaBnvdxr65Ga6+r1qVzciRp44pFKIpSTHSgtVe6VsFXKiU6jRlypTH//CHP9x03333BT744IN+7dq1a/AYPj4+LFy4kCeeeIItW7acsG3x4sVMmDCB119/ncmTJxMSEkJoaCiRkZGEhobi6+tLu3btSE5OplevXvTu3bvVrKdxPrp27UpUVBS9e/fmqquu4uGHHz7rY2zevBmr1UrHjh3r3X7o0CHeeOMNCgoKCAsLA6C8vJy3336bESNGsH79emJjT1y3IiwsjO7du9OhQwfS09OZNm0aRUVFALz22mt07979rOMUoillZGTw6aefsnTpUnbv3k1VVRWFhYVERUURGxvL8OHDeeKJJ854jCNHjvDqq6+WfPTRR+VOp3NeXl7eq1rrrGZKQbRxuSWVHMwrI7WgnB/3VfNp9ubjhcfR0hPnRgj0sRBv9adzZACXdo+kg9Wf+NqfuFA/fL2MXyRWiJZIipFWQmt9EJiklHrk5Zdfvvudd955bNCgQcF/+tOfwocPH37GqyVjx45l7NixVFRU8NNPP7Fp0ybWr19PamoqTz/9NB06dKCiogKbzUZhYSH5+fkUFRVRUVFBVlYW27dv56OPPmL79u107dqVefPm0bNnz+ZLvpmFhYWxb98+VqxYwezZs3n++ee5+OKLiY+PJyoqim7dupGcnExycjJeXl4ADB8+nJ07d3L55ZdjtVp566238PX15e9///sJxczKlSu5/vrrcTqdvPTSS4SFheFyucjMzCQlJYXy8nIyMjKYNWvW8fVajpkwYQIWi4X8/HzMZjNdunTBbrczf/58kpKSWLBgAXfccUezflZCnCw3N5dly5bx8ccf8/PPP3PDDTcwceJE+vfvj6+vL+Hh4Xh7n3n8mdPp5KuvvuIf//jH0b179+YWFRU9X1FR8V8ZDyKaS25xJf/4eg//3ZTOsQ6ACogLK6SD1Z/Le0QRX3t341jREebv1eLGDQjRGsiYkVZK1ZzxhsTGxj7u5eV18f333x84fvx43zONOXBXUlISe/bsOf44LCyMQYMGERYWxqJFi/j666+54oorzvt9WousrCxWr15NdnY2WVlZ7Nu3j5SUFI4cOUKPHj3o2bMn27ZtY/Pmzae8Njk5mR07dhx/vHXrVgYOHIjD4SA6OhqLxUJubi7BwcEkJibSt29fRo4cyZgxY7BYLHz88cds27YNp9NJWVkZBw8eZP/+/aSlpREcHEy7du2IjY3FYrHw/PPPM2DAgOb8aIQ4wYoVK7jyyiu55ZZbuPHGG7nxxhvPqvtnamoqb7/9dvm8efPKtNZfZWVlzdBapzRhyMJDneuYkUq7k3d/OMhb3x/A7nRx17AELu3ejg5Wf/ZuXcfloy5tgmhbjpY2zqCptIU8W1qOMoDdwymlQoKDg3/n5+f3UL9+/UKmTJkSftVVV3E2Y0vqWrNmDf/617/45Zdf2Lp1K1VVv86k9N577zF+/PjGCr1VKykpISUlhZSUFHJycigoKCA7O5u0tDQOHjxIcXExPXr0oE+fPlx++eWMGTOG0tJSfvjhB7799lu2bNnC3r17MZvNREREoJSioqKCwsJCysrKMJlM9OvXj+uvvx4vLy/8/PxITEyka9euJCYmHr8rI0RL8dRTT/Hxxx+zc+dOtwajA1RWVrJkyRL9z3/+M//QoUO5NpttRnl5+SKtdUUThys82NkWIy6X5vOtmbz0v91k2iq5umc0T45OomP4rxODtLTGXVNoCzlC28izpeUoA9g9nNbaBsxSSv1z+fLl/bZt2/YwMPrmm2/2mTRpUnDv3r3rew02m42CggKCgoKON4YBhg0bxrBhw07YNz8/n+XLlzN16lR++uknbrnlFsLDw4mMjKRTp05uNzw8SVBQ0CmfVV2FhYXs2LGDbdu2MWfOHCZPnozT6WTYsGEMHz6cm2++mR49ehAbG3vKrf3KykoyMjJISEho9Bm8hGgq48eP55tvvsFsNnPHHXcwZ86c4xNo1KW1Zt26dbz55ptFK1asqHC5XP/Nzc19Q2u914CwRRtX5XAy6cNNrNqTR6+4YF75TT+GdPL88ZFCtBRyZ8RDKaW8LRbL6KioqD+ZTKaeubm5YTExMaSmptK9e3cyMzMpKyujffv22Gw2ALp160aXLl2IjY3FarUSHh5OdHQ0sbGxREZGEhQUhMvlYtasWaxcuZKdO3dSWFgIQK9evYiJicFqteLv74/ZbKa6uhq73c7rr7+O1Wo18uNoEQ4dOkRERARBQUFGhyJEk9Fa07VrVw4cOABA//79yc/PRylFUlISCQkJ5cuWLSt3OBwbs7OzZ7pcru+01k6DwxYext07I06XZsrCX1i2PZu/XJ/MXcMSTjvlbEu70twU2kKO0DbybGk5yp2RNkhrXQ18BnymlArz8/O7vaKi4vedOnWKGz16dFDnzp29xo0bR3BwcM186Hl57Nu3j/3795OTk0N+fj779+8nOzubzMxM8vLyKCkpoaSkBIvFgsViISYmhqCgIFJTU493V6rPb3/7W6677rrmTL9FOraopBCeTCnF/v37AVi9ejVZWVn8/PPPlZ988knZ5s2bD3777bev2O32z7XWZQaHKto4rTXPLElh2fZsnr62B7+7SM7RQhhBipE2QGtdCLwDvKOUipo9e/bYoKCg373yyitxY8eODbjtttv8e/XqRbt27bjooosaOhaVlZX4+vqe0rWourqanJwccnJyiIiIID4+XroYCdHGuFwuNm7cyKJFi0o++eSTSrvdvq+goGBORUXFx1rrIqPjE+KY+WuPsGBdKoMTrfx2SAejwxGizZJipI3RWucAs6gZYxL60ksvXffBBx+Md7lcPS+88ELTTTfdZL3oootUQ6t5l5XVf1HTz8+PhIQEgONduIQQnq2kpITvvvvOtXjx4oLNmzc7zWbzxpycnPcdDsfXcgdEtFSRQT5EBvmw/lABA6Z/w6ge7bi+Twwju7eTNUGEaEZSjLRhtVcp5wPzlVLmxYsXD/juu+9u9Pf3v0xr7WNweEKI1qOirKzsi8LCwqXAdi2DEUUrcHWvGK5Ijmb9oQK+3J7JV9uz+XJbFgHeZq5IjuK6PrFc0i0CH4sUJkI0JSlGBAC1A0jX1/4IIYQQHs9sUgzrHM6wzuH85fqerD1YwBfbMvnfjmw+25JJkK+F6/vG8pfrPXehXyGM1vbmYxVCCCGEOInFbOLirhH8/ZY+bHjqcj64ZxA9YoJZsC6VwvJqo8MTwmNJMSKEEEIIUYeX2cSl3duRHBOMv7eZdkHSc1mIpiLFiBBCCCFEPQ7kldI5MvCU2SOFEI1HihEhhBBCiHocOlpGl3aBRochhEeTAexCCCGEEPX49k8jKK9yGh2GEB5NihEhhBBCiHr4WMwyta8QTUy6aQkhhBDCUEqpfkqptUqpLUqpjUqpwXW2PamU2q+U2qOUusrIOIUQjU/ujAghhBDCaC8Bz2mtv1JKja59PFIplQyMBXoCscA3SqlutWtjCSE8gNwZEUIIIYTRNBBc+3sIkFn7+xjgI611ldb6ELAfGFzP64UQrZTcGRFCCCGE0f4ALFdK/YOaC6UX1j4fB6yts1967XOnUEpNBCYCREVFsWrVqkYNsLS0tNGP2dK0hRyhbeTZmnKUYkQIIYQQTU4p9Q0QXc+mp4DLgEe01h8rpW4H3gcuB+pb4EPXd3yt9WxgNsDAgQP1yJEjGyPs41atWkVjH7OlaQs5QtvIszXlKMWIEEIIIZqc1vry021TSv0LeLj24X+B92p/Twfi6+zanl+7cAkhPICMGRFCCCGE0TKBEbW/jwL21f7+OTBWKeWjlEoEugLrDYhPCNFE5M6IEEIIIYw2AZillLIAldSO/dBa71BK/QfYCTiA38tMWkJ4FilGhBBCCGEorfVPwIDTbHseeL55IxJCNBfppiWEEEIIIYQwhBQjQgghhBBCCEMoreudIU8IIYQQolVSSuUBRxr5sBHA0UY+ZkvTFnKEtpFnS8uxo9Y6sr4NUowIIYQQQjRAKbVRaz3Q6DiaUlvIEdpGnq0pR+mmJYQQQgghhDCEFCNCCCGEEEIIQ0gxIoQQQgjRsNlGB9AM2kKO0DbybDU5nteYkUifDrraVdmI4bQe2tfb6BAM5fRVRodgGGcb/uq1d9sdY+bt7TA6BMMEW9rmeR4gzFxudAiG2rHdvlxrfbXRcQghPNd5LXpY7arkwojbGiuWVqU6qb3RIRjK1tnH6BAMU9Kx7RZiVR2qjQ7BMAnt84wOwTBXRO82OgTD3Br8i9EhGCqpQ1aE0TEIITybdNMSQgghhACUUlcrpfYopfYrpZ44w36DlFJOpdStzRlfY3EnT6XUSKXUFqXUDqXU980d4/lqKEelVIhSaqlSamttjvcYEef5UErNUUrlKqVSTrNdKaX+WfsZbFNK9W/uGN0hxYgQQggh2jyllBl4A7gGSAbuUEoln2a/F4HlzRth43AnT6VUKPAmcIPWuifQqrrBuPld/h7YqbXuC4wEZiqlWltH7LnAmbpRXgN0rf2ZCLzVDDGdNSlGhBBCCCFgMLBfa31Qa10NfASMqWe/KcDHQG5zBteI3Mnzt8AnWutUAK11a8vVnRw1EKSUUkAgUAC0qsGBWusfqIn7dMYA/9I11gKhSqmY5onOfVKMCCGEEEJAHJBW53F67XPHKaXigJuAt5sxrsbWYJ5ANyBMKbVKKbVJKXVXs0XXONzJ8XWgB5AJbAce1lq7mie8ZuPO52C48xrALoQQQgjhIeqbneTkKQRfBR7XWjtrLqi3Su7kaQEGAJcBfsAapdRarfXepg6ukbiT41XAFmAU0BlYoZT6UWtd3MSxNSd3PgfDSTEihBBCCFFz1Ti+zuP21Fw1r2sg8FFtIRIBjFZKObTWnzVLhI3DnTzTgaNa6zKgTCn1A9AXaC3FiDs53gP8XdescbFfKXUISALWN0+IzcKdz8Fw0k1LCCGEEAI2AF2VUom1A5nHAp/X3UFrnai1TtBaJwCLgQdbWSECbuQJLAEuUUpZlFL+wBBgVzPHeT7cyTGVmjs/KKWigO7AwWaNsul9DtxVO6vWUMCmtc4yOqiTyZ0RIYQQQrR5WmuHUmoyNbNkmYE5WusdSqn7a7e35nEix7mTp9Z6l1Lqf8A2wAW8p7Wud/rYlsjN73I6MFcptZ2a7kyPa62PGhb0OVBKLaRmJrAIpVQ68CzgBcdzXAaMBvYD5dTcDWpxzmsF9hCvdloWPWybZNHDtkkWPWybZNHDtiupQ9YmrfVAo+MQQngu6aYlhBBCCCGEMIQUI0IIIYQQQghDSDEihBBCCCGEMIQUI0IIIYQQQghDSDEihBBCCCGEMIQUI0IIIYQQQghDSDEihBBCCCGEMIQUI0IIIYQQQghDSDEihBBCCCGEMIQUI0IIIYQQQghDSDEihBBCCCGEMIQUI0IIIYQQQghDSDEihBBCCCGEMIQUI0IIIYQQQghDSDEihBBCCCGEMIQUI0IIIYQQQghDSDEihBBCCCGEMITSWp/7i5VKASobL5xWJQI4anQQBmrL+UvubZPk3ja15dwBfLXWvYwOQgjhuSzn+fpKrfXARomklVFKbWyruUPbzl9yl9zbGsm9beYONfkbHYMQwrNJNy0hhBBCCCGEIaQYEUIIIYQQQhjifIuR2Y0SRevUlnOHtp2/5N42Se5tU1vOHSR/IUQTO68B7EIIIYQQQghxrqSblhBCCCGEEMIQUowIIYQQQgghDOFWMaKUuloptUcptV8p9UQ925VS6p+127cppfo3fqjGcCP3cbU5b1NKrVZK9TUizqbQUO519huklHIqpW5tzviakju5K6VGKqW2KKV2KKW+b+4Ym5Ibf+9DlFJLlVJba/O/x4g4G5tSao5SKrd2DaX6tnvyua6h3D32XAcN519nP0883zWYuyef74QQxmqwGFFKmYE3gGuAZOAOpVTySbtdA3St/ZkIvNXIcRrCzdwPASO01n2A6XjIYD83cz+234vA8uaNsOm4k7tSKhR4E7hBa90TuK2542wqbn73vwd2aq37AiOBmUop72YNtGnMBa4+w3aPPNfVmsuZc/fIc10dczlz/h55vqs1lzPk7snnOyGE8dy5MzIY2K+1Pqi1rgY+AsactM8Y4F+6xlogVCkV08ixGqHB3LXWq7XWhbUP1wLtmznGpuLO9w4wBfgYyG3O4JqYO7n/FvhEa50KoLVua/lrIEgppYBAoABwNG+YjU9r/QM1uZyOp57rGszdg891gFvfPXjm+c6d3D35fCeEMJg7xUgckFbncXrtc2e7T2t0tnmNB75q0oiaT4O5K6XigJuAt5sxrubgzvfeDQhTSq1SSm1SSt3VbNE1PXfyfx3oAWQC24GHtdau5gnPUJ56rjtbnnSuc4sHn+/c4cnnOyGEwSxu7KPqee7k+YDd2ac1cjsvpdSl1PwHfXGTRtR83Mn9VeBxrbWz5gK5x3AndwswALgM8APWKKXWaq33NnVwzcCd/K8CtgCjgM7ACqXUj1rr4iaOzWieeq5zmwee69z1Kp55vnOHJ5/vhBAGc6cYSQfi6zxuT83V0LPdpzVyKy+lVB/gPeAarXV+M8XW1NzJfSDwUe1/zBHAaKWUQ2v9WbNE2HTc/Tt/VGtdBpQppX4A+gKe8J+zO/nfA/xd1yxUtF8pdQhIAtY3T4iG8dRznVs89FznLk8937nDk893QgiDudNNawPQVSmVWDtAdSzw+Un7fA7cVTvTzFDAprXOauRYjdBg7kqpDsAnwP/zsKtEDeautU7UWidorROAxcCDHvIfszt/55cAlyilLEopf2AIsKuZ42wq7uSfSs1VUpRSUUB34GCzRmkMTz3XNciDz3Vu8eDznTs8+XwnhDBYg3dGtNYOpdRkamYPMQNztNY7lFL3125/G1gGjAb2A+XUXDVt9dzMfRoQDrxZe8XMobUeaFTMjcXN3D2SO7lrrXcppf4HbANcwHta6zNOCdpauPndTwfmKqW2U9N16XGt9VHDgm4kSqmF1MwOFqGUSgeeBbzAs8914FbuHnmuO8aN/D1WQ7l78vlOCGE8VdPLQgghhBBCCCGal6zALoQQQgghhDCEFCNCCCGEEEIIQ0gxIoQQQgghhDCEFCNCCCGEEEIIQ0gxIoQQQgghhDCEFCNCCCGEEEIIQ0gxIoQQQgghhDDE/weUMxrY41QJ1gAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Recompute gamma for the warmer climate.\n", "# We assumed it did not change with global warming\n", "\n", "# Look at zonally averaged specific humidity over land and ocean\n", "qL_2x = atm['cpl_CO2ramp'].QREFHT.where(landfrac>0.5).isel(time=clim_slice_cpl).mean(dim=('time', 'lon'))\n", "qO_2x = atm['cpl_CO2ramp'].QREFHT.where(landfrac<0.5).isel(time=clim_slice_cpl).mean(dim=('time', 'lon'))\n", "\n", "# Make a map of the \"gamma\" factor, ratio of land specific humidity to surrounding oceans\n", "qL_map_2x = atm['cpl_CO2ramp'].QREFHT.where(landfrac>0.5).isel(time=clim_slice_cpl).mean(dim=('time'))\n", "gamma_map_2x = qL_map_2x / qO_2x\n", "make_map(gamma_map_2x, 'Relative dryness of land surface compared to oceans (2x CO2), $\\gamma = q_L / q_O$');" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plot the percentage change\n", "make_map((gamma_map_2x-gamma_map)/gamma_map * 100, title='Percent change in gamma');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The error is pretty small." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Relative humidity change" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "RHmap = atm['cpl_control'].RELHUM.isel(lev=-1, time=clim_slice_cpl).mean(dim='time')\n", "RHmap_2x = atm['cpl_CO2ramp'].RELHUM.isel(lev=-1, time=clim_slice_cpl).mean(dim='time')\n", "DeltaRHmap = RHmap_2x - RHmap" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "make_map(RHmap, title='Control relative humidity');" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "make_map(DeltaRHmap, title='Relative humidity change (transient coupled)');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Looks like a big source of error in the simple estimates of land amplification here is the unexpected relative moistening over the arid regions of North Africa and Arabia." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "skip" } }, "source": [ "____________\n", "\n", "## Credits\n", "\n", "This notebook is part of [The Climate Laboratory](https://brian-rose.github.io/ClimateLaboratoryBook), an open-source textbook developed and maintained by [Brian E. J. Rose](http://www.atmos.albany.edu/facstaff/brose/index.html), University at Albany.\n", "\n", "It is licensed for free and open consumption under the\n", "[Creative Commons Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/) license.\n", "\n", "Development of these notes and the [climlab software](https://github.com/climlab/climlab) is partially supported by the National Science Foundation under award AGS-1455071 to Brian Rose. Any opinions, findings, conclusions or recommendations expressed here are mine and do not necessarily reflect the views of the National Science Foundation.\n", "____________" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.4" } }, "nbformat": 4, "nbformat_minor": 4 }