{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Time Series of Phytoplankton Bloom Timing and Environmental Drivers from 2007-2020 at Station S3 (201905 model run)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To run this notebook, pickle files for each year of interest must be created in the 'makePickles201905' notebook." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import matplotlib.dates as mdates\n", "import matplotlib as mpl\n", "import netCDF4 as nc\n", "import datetime as dt\n", "from salishsea_tools import evaltools as et, places, viz_tools, visualisations\n", "import xarray as xr\n", "import pandas as pd\n", "import pickle\n", "import os\n", "import bloomdrivers\n", "\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### To recreate this notebook at a different location, follow these instructions: " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# The path to the directory where the pickle files are stored:\n", "savedir='/ocean/aisabell/MEOPAR/extracted_files'\n", "# Change 'S3' to the location of interest\n", "loc='S3'\n", "# What is the start year and end year+1 of the time range of interest?\n", "startyear=2007\n", "endyear=2021 # does NOT include this value\n", "# Note: What is the model run?\n", "\n", "# Note: non-location specific variables only need to be done for each year, not for each location\n", "# Note: xticks in the plots will need to be changed\n", "# Note: 201812 bloom timing variable load and plotting will also need to be removed" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "1.1363636363636362" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "modver='201905'\n", "# lat and lon information for place:\n", "lon,lat=places.PLACES[loc]['lon lat']\n", "# get place information on SalishSeaCast grid:\n", "ij,ii=places.PLACES[loc]['NEMO grid ji']\n", "jw,iw=places.PLACES[loc]['GEM2.5 grid ji']\n", "\n", "fig, ax = plt.subplots(1,1,figsize = (6,6))\n", "with xr.open_dataset('/data/vdo/MEOPAR/NEMO-forcing/grid/mesh_mask201702.nc') as mesh:\n", " ax.contour(mesh.nav_lon,mesh.nav_lat,mesh.tmask.isel(t=0,z=0),[0.1,],colors='k')\n", " tmask=np.array(mesh.tmask)\n", " gdept_1d=np.array(mesh.gdept_1d)\n", " e3t_0=np.array(mesh.e3t_0)\n", "ax.plot(lon, lat, '.', markersize=14, color='red')\n", "ax.set_ylim(48,50)\n", "ax.set_xlim(-125,-122)\n", "ax.set_title('Location of Station %s'%loc)\n", "ax.set_xlabel('Longitude')\n", "ax.set_ylabel('Latitude')\n", "viz_tools.set_aspect(ax,coords='map')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Strait of Georgia Region:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# define sog region:\n", "fig, ax = plt.subplots(1,2,figsize = (6,6))\n", "with xr.open_dataset('/data/vdo/MEOPAR/NEMO-forcing/grid/bathymetry_201702.nc') as bathy:\n", " bath=np.array(bathy.Bathymetry)\n", "ax[0].contourf(bath,np.arange(0,250,10))\n", "viz_tools.set_aspect(ax[0],coords='grid')\n", "sogmask=np.copy(tmask[:,:,:,:])\n", "sogmask[:,:,740:,:]=0\n", "sogmask[:,:,700:,170:]=0\n", "sogmask[:,:,550:,250:]=0\n", "sogmask[:,:,:,302:]=0\n", "sogmask[:,:,:400,:]=0\n", "sogmask[:,:,:,:100]=0\n", "#sogmask250[bath<250]=0\n", "ax[1].contourf(np.ma.masked_where(sogmask[0,0,:,:]==0,bathy.Bathymetry),[0,100,250,550])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### *** Stop and check, have you made pickle files for all the years? ***" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# loop through years of spring time series (mid feb-june) for bloom timing for 201905 run\n", "years=list()\n", "bloomtime1=list()\n", "bloomtime2=list()\n", "bloomtime3=list()\n", "for year in range(startyear,endyear):\n", " fname3=f'springBloomTime_{str(year)}_{loc}_{modver}.pkl'\n", " savepath3=os.path.join(savedir,fname3)\n", " bio_time0,sno30,sdiat0,sflag0,scili0,diat_alld0,no3_alld0,flag_alld0,cili_alld0,phyto_alld0,\\\n", " intdiat0,intphyto0,fracdiat0,sphyto0,percdiat0=pickle.load(open(savepath3,'rb'))\n", " # put code that calculates bloom timing here\n", " bt1=bloomdrivers.metric1_bloomtime(phyto_alld0,no3_alld0,bio_time0)\n", " bt2=bloomdrivers.metric2_bloomtime(sphyto0,sno30,bio_time0)\n", " bt3=bloomdrivers.metric3_bloomtime(sphyto0,sno30,bio_time0)\n", " years.append(year)\n", " bloomtime1.append(bt1)\n", " bloomtime2.append(bt2)\n", " bloomtime3.append(bt3) \n", "years=np.array(years)\n", "bloomtime1=np.array(bloomtime1)\n", "bloomtime2=np.array(bloomtime2)\n", "bloomtime3=np.array(bloomtime3)\n", "\n", "# get year day\n", "yearday1=et.datetimeToYD(bloomtime1) # convert to year day tool\n", "yearday2=et.datetimeToYD(bloomtime2)\n", "yearday3=et.datetimeToYD(bloomtime3)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# loop through years of spring time series (mid feb-june) for bloom timing for 201812 run\n", "shortyears=list()\n", "bloomtime1_18=list()\n", "bloomtime2_18=list()\n", "bloomtime3_18=list()\n", "for year in range(2015,2020):\n", " modver18='201812'\n", " fname3=f'springBloomTime_{str(year)}_{loc}_{modver18}.pkl'\n", " savepath3=os.path.join(savedir,fname3)\n", " bio_time0,sno30,sdiat0,sflag0,scili0,diat_alld0,no3_alld0,flag_alld0,cili_alld0,phyto_alld0,\\\n", " intdiat0,intphyto0,fracdiat0,sphyto0,percdiat0=pickle.load(open(savepath3,'rb'))\n", " # put code that calculates bloom timing here\n", " bt1_18=bloomdrivers.metric1_bloomtime(phyto_alld0,no3_alld0,bio_time0)\n", " bt2_18=bloomdrivers.metric2_bloomtime(sphyto0,sno30,bio_time0)\n", " bt3_18=bloomdrivers.metric3_bloomtime(sphyto0,sno30,bio_time0)\n", " shortyears.append(year)\n", " bloomtime1_18.append(bt1_18)\n", " bloomtime2_18.append(bt2_18)\n", " bloomtime3_18.append(bt3_18) \n", "shortyears=np.array(shortyears)\n", "bloomtime1_18=np.array(bloomtime1_18)\n", "bloomtime2_18=np.array(bloomtime2_18)\n", "bloomtime3_18=np.array(bloomtime3_18)\n", "\n", "# get year day\n", "yearday1_18=et.datetimeToYD(bloomtime1_18) # convert to year day tool\n", "yearday2_18=et.datetimeToYD(bloomtime2_18)\n", "yearday3_18=et.datetimeToYD(bloomtime3_18)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Combine separate year files into arrays:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# loop through years (for location specific drivers)\n", "\n", "years=list()\n", "windjan=list()\n", "windfeb=list()\n", "windmar=list()\n", "solarjan=list()\n", "solarfeb=list()\n", "solarmar=list()\n", "parjan=list()\n", "parfeb=list()\n", "parmar=list()\n", "tempjan=list()\n", "tempfeb=list()\n", "tempmar=list()\n", "saljan=list()\n", "salfeb=list()\n", "salmar=list()\n", "zoojan=list()\n", "zoofeb=list()\n", "zoomar=list()\n", "mesozoojan=list()\n", "mesozoofeb=list()\n", "mesozoomar=list()\n", "microzoojan=list()\n", "microzoofeb=list()\n", "microzoomar=list()\n", "intzoojan=list()\n", "intzoofeb=list()\n", "intzoomar=list()\n", "intmesozoojan=list()\n", "intmesozoofeb=list()\n", "intmesozoomar=list()\n", "intmicrozoojan=list()\n", "intmicrozoofeb=list()\n", "intmicrozoomar=list()\n", "midno3jan=list()\n", "midno3feb=list()\n", "midno3mar=list()\n", "\n", "for year in range(startyear,endyear):\n", " fname=f'JanToMarch_TimeSeries_{year}_{loc}_{modver}.pkl'\n", " savepath=os.path.join(savedir,fname)\n", " bio_time,diat_alld,no3_alld,flag_alld,cili_alld,microzoo_alld,mesozoo_alld,\\\n", " intdiat,intphyto,spar,intmesoz,intmicroz,grid_time,temp,salinity,u_wind,v_wind,twind,\\\n", " solar,no3_30to90m,sno3,sdiat,sflag,scili,intzoop,fracdiat,zoop_alld,sphyto,phyto_alld,\\\n", " percdiat,wspeed,winddirec=pickle.load(open(savepath,'rb'))\n", " # put code that calculates drivers here\n", " wind=bloomdrivers.janfebmar_wspeed3(twind,wspeed)\n", " solar=bloomdrivers.janfebmar_irradiance(twind,solar)\n", " par=bloomdrivers.janfebmar_spar(bio_time,spar)\n", " temp=bloomdrivers.janfebmar_temp(grid_time,temp)\n", " sal=bloomdrivers.janfebmar_temp(grid_time,salinity)\n", " zoo=bloomdrivers.janfebmar_zooplankton(bio_time,zoop_alld)\n", " mesozoo=bloomdrivers.janfebmar_mesozooplankton(bio_time,mesozoo_alld)\n", " microzoo=bloomdrivers.janfebmar_microzooplankton(bio_time,microzoo_alld)\n", " intzoo=bloomdrivers.janfebmar_depth_intzoop(bio_time,intzoop)\n", " intmesozoo=bloomdrivers.janfebmar_depth_intmesozoop(bio_time,intmesoz)\n", " intmicrozoo=bloomdrivers.janfebmar_depth_intmicrozoop(bio_time,intmicroz)\n", " midno3=bloomdrivers.janfebmar_mid_depth_no3(bio_time,no3_30to90m)\n", " \n", " years.append(year)\n", " windjan.append(wind[0])\n", " windfeb.append(wind[1])\n", " windmar.append(wind[2]) \n", " solarjan.append(solar[0])\n", " solarfeb.append(solar[1])\n", " solarmar.append(solar[2])\n", " parjan.append(par[0])\n", " parfeb.append(par[1])\n", " parmar.append(par[2])\n", " tempjan.append(temp[0])\n", " tempfeb.append(temp[1])\n", " tempmar.append(temp[2])\n", " saljan.append(sal[0])\n", " salfeb.append(sal[1])\n", " salmar.append(sal[2])\n", " zoojan.append(zoo[0])\n", " zoofeb.append(zoo[1])\n", " zoomar.append(zoo[2])\n", " mesozoojan.append(mesozoo[0])\n", " mesozoofeb.append(mesozoo[1])\n", " mesozoomar.append(mesozoo[2])\n", " microzoojan.append(microzoo[0])\n", " microzoofeb.append(microzoo[1])\n", " microzoomar.append(microzoo[2])\n", " intzoojan.append(intzoo[0])\n", " intzoofeb.append(intzoo[1])\n", " intzoomar.append(intzoo[2])\n", " intmesozoojan.append(intmesozoo[0])\n", " intmesozoofeb.append(intmesozoo[1])\n", " intmesozoomar.append(intmesozoo[2])\n", " intmicrozoojan.append(intmicrozoo[0])\n", " intmicrozoofeb.append(intmicrozoo[1])\n", " intmicrozoomar.append(intmicrozoo[2])\n", " midno3jan.append(midno3[0])\n", " midno3feb.append(midno3[1])\n", " midno3mar.append(midno3[2])\n", "\n", "years=np.array(years)\n", "windjan=np.array(windjan)\n", "windfeb=np.array(windfeb)\n", "windmar=np.array(windmar)\n", "solarjan=np.array(solarjan)\n", "solarfeb=np.array(solarfeb)\n", "solarmar=np.array(solarmar)\n", "parjan=np.array(parjan)\n", "parfeb=np.array(parfeb)\n", "parmar=np.array(parmar)\n", "tempjan=np.array(tempjan)\n", "tempfeb=np.array(tempfeb)\n", "tempmar=np.array(tempmar)\n", "saljan=np.array(saljan)\n", "salfeb=np.array(salfeb)\n", "salmar=np.array(salmar)\n", "zoojan=np.array(zoojan)\n", "zoofeb=np.array(zoofeb)\n", "zoomar=np.array(zoomar)\n", "mesozoojan=np.array(mesozoojan)\n", "mesozoofeb=np.array(mesozoofeb)\n", "mesozoomar=np.array(mesozoomar)\n", "microzoojan=np.array(microzoojan)\n", "microzoofeb=np.array(microzoofeb)\n", "microzoomar=np.array(microzoomar)\n", "intzoojan=np.array(intzoojan)\n", "intzoofeb=np.array(intzoofeb)\n", "intzoomar=np.array(intzoomar)\n", "intmesozoojan=np.array(intmesozoojan)\n", "intmesozoofeb=np.array(intmesozoofeb)\n", "intmesozoomar=np.array(intmesozoomar)\n", "intmicrozoojan=np.array(intmicrozoojan)\n", "intmicrozoofeb=np.array(intmicrozoofeb)\n", "intmicrozoomar=np.array(intmicrozoomar)\n", "midno3jan=np.array(midno3jan)\n", "midno3feb=np.array(midno3feb)\n", "midno3mar=np.array(midno3mar)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# loop through years (for non-location specific drivers)\n", "fraserjan=list()\n", "fraserfeb=list()\n", "frasermar=list()\n", "deepno3jan=list()\n", "deepno3feb=list()\n", "deepno3mar=list()\n", "\n", "for year in range(startyear,endyear):\n", " fname2=f'JanToMarch_TimeSeries_{year}_{modver}.pkl'\n", " savepath2=os.path.join(savedir,fname2)\n", " no3_past250m,riv_time,rivFlow=pickle.load(open(savepath2,'rb'))\n", " # Code that calculates drivers here\n", " fraser=bloomdrivers.janfebmar_fraserflow(riv_time,rivFlow)\n", " fraserjan.append(fraser[0])\n", " fraserfeb.append(fraser[1])\n", " frasermar.append(fraser[2])\n", "\n", " fname=f'JanToMarch_TimeSeries_{year}_{loc}_{modver}.pkl'\n", " savepath=os.path.join(savedir,fname)\n", " bio_time,diat_alld,no3_alld,flag_alld,cili_alld,microzoo_alld,mesozoo_alld,\\\n", " intdiat,intphyto,spar,intmesoz,intmicroz,grid_time,temp,salinity,u_wind,v_wind,twind,\\\n", " solar,no3_30to90m,sno3,sdiat,sflag,scili,intzoop,fracdiat,zoop_alld,sphyto,phyto_alld,\\\n", " percdiat,wspeed,winddirec=pickle.load(open(savepath,'rb'))\n", " deepno3=bloomdrivers.janfebmar_deepno3(bio_time,no3_past250m)\n", " \n", " deepno3jan.append(deepno3[0])\n", " deepno3feb.append(deepno3[1])\n", " deepno3mar.append(deepno3[2])\n", "\n", "fraserjan=np.array(fraserjan)\n", "fraserfeb=np.array(fraserfeb)\n", "frasermar=np.array(frasermar)\n", "deepno3jan=np.array(deepno3jan)\n", "deepno3feb=np.array(deepno3feb)\n", "deepno3mar=np.array(deepno3mar)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# loop through years (for mixing drivers)\n", "\n", "halojan=list()\n", "halofeb=list()\n", "halomar=list()\n", "\n", "for year in range(startyear,endyear):\n", " fname4=f'JanToMarch_Mixing_{year}_{loc}_{modver}.pkl'\n", " savepath4=os.path.join(savedir,fname4)\n", " halocline,eddy,diss,depth=pickle.load(open(savepath4,'rb'))\n", " fname=f'JanToMarch_TimeSeries_{year}_{loc}_{modver}.pkl'\n", " savepath=os.path.join(savedir,fname)\n", " bio_time,diat_alld,no3_alld,flag_alld,cili_alld,microzoo_alld,mesozoo_alld,\\\n", " intdiat,intphyto,spar,intmesoz,intmicroz,grid_time,temp,salinity,u_wind,v_wind,twind,\\\n", " solar,no3_30to90m,sno3,sdiat,sflag,scili,intzoop,fracdiat,zoop_alld,sphyto,phyto_alld,\\\n", " percdiat,wspeed,winddirec=pickle.load(open(savepath,'rb'))\n", " # put code that calculates drivers here\n", " halo=bloomdrivers.janfebmar_halocline(bio_time,halocline)\n", " halojan.append(halo[0])\n", " halofeb.append(halo[1])\n", " halomar.append(halo[2])\n", "\n", "halojan=np.array(halojan)\n", "halofeb=np.array(halofeb)\n", "halomar=np.array(halomar)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Bloom date" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# plot bloomtime for each year: \n", "fig,ax=plt.subplots(1,1,figsize=(10,7))\n", "p1=ax.plot(years,yearday1, 'o',color='firebrick',label='Metric1 (201905)')\n", "p2=ax.plot(years,yearday2, 'o',color='b',label='Metric2 (201905)')\n", "p3=ax.plot(years,yearday3, 'o',color='orange',label='Metric3 (201905)')\n", "p4=ax.plot(shortyears,yearday1_18, 'x',color='firebrick',label='Metric1 (201812)',markersize=10)\n", "p5=ax.plot(shortyears,yearday2_18, 'x',color='b',label='Metric2 (201812)',markersize=10)\n", "p6=ax.plot(shortyears,yearday3_18, 'x',color='orange',label='Metric3 (201812)',markersize=10)\n", "ax.set_ylabel('Year Day')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Spring Phytoplankton Bloom Date by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0],p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Monthly average wind speed cubed (January-March)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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REREREUkCGkkjIiIiIiIiIpIEUoNOQCRerVq1cpmZmUGnISI1zFdffbXBOdc66DyqimqniFQF1U4RkfiVVTvVpJFqJzMzk5kzZwadhojUMGa2LOgcqpJqp4hUBdVOEZH4lVU7dbqTiIiIiIiIiEgSUJNGRERERERERCQJqEkjIiIiIiIiIpIEypyT5quvvmqTmpr6ONAHNXSqUiEwJz8//6pDDz10XdDJiIiIiIiIiEjildmkSU1NfXy//fbr2bp165/q1KnjEpVUbVNYWGjr16/vtWbNmseBs4LOR0REREREREQSb2+jY/q0bt16qxo0VatOnTqudevWW/AjlkRERERERESkFtpbk6aOGjSJETrOOqVMREREREREpJZSU0BEREREREREJAkkfZMmJSXl0B49evQq+lmwYEG9gw8+uAfAggUL6j3yyCMtitb99NNP0yZOnNg03n0MHDiw+/Tp09PLiv/85z/vsmHDhpSK/C0iIlL1sqdM4d1Bg3i1SxfeHTSI7ClTgk5JRCTpjRsHmZlQp46/HTcu6Iz2zsyeNLN1ZjYnLPZPM5tvZrPNbJKZNQtb9kczW2xmC8zslECSFhHZi6Rv0tSvX79w/vz53xf9dO/effc333wzH2DRokX1J06cuKdJM3PmzPTXX3897iZNeXz44YeLW7VqVVAVjy0iIpUje8oUZmdlkbtqFThH7qpVzM7KUqNGRKQM48bBiBGwbBk4529HjKgWjZqxwKklYu8AfZxz/YCFwB8BzKwXMBToHdrmYTPTF7AiknTKvLpTskpPTz84Jyfnm6ysrA4//vhjgx49evQ677zzNj355JOtd+7cWadHjx6NbrrpptUXXXTRluHDh3ecN29eWkFBgWVlZa269NJLN2/fvt2GDh3aeeHChQ26du26c+fOnba3fXbo0KHvzJkz523durXOaaed1nXgwIHbZ86c2aht27a7p06durhRo0Zu7ty59a+++uqOmzZtSm3QoEHh448/vuzggw/emYhjIiIiMH/0aApycyNiBbm5zB89mowhQwLKSkQkuWVlQU5OZCwnx8eHDQsmp/Jwzk03s8wSsbfD7n4OnB/6fQgwwTm3C1hiZouBgcBnZe1j56YVLHzuhohY857H0frQsynM28niibeU2qZlv1Np2e808nM28+P/bi+1vNUhQ2jR63h2b13H0ldGlVre5vCLaNb1SHZuXM7yN+8ttXy/o35Bk84DyFm7iOx3Hiq1vP2xv6JRRh+2Z89h1QePlVqecdK1pLftytYlM1nzybOllnc87SYatOzI5kWfsu6LiaWWZ56VRb0mbdj0/TQ2fF36S5ADzr2D1PRmbJz9Jhtnv1VqeZeL7qZO3Qas/2oyP817v9TybpfeD8DazyewZXHkP0+d1Pp0GXoPAKs/foZtS7+KWJ6a1pQDzvsrACvfH8OOlXMjltdt3JrOQ/4EwIp3HiR37eKI5fVb7E+nwSMBWPbGaHZtWhGxPK1tF/Y/6ToAlky5k7xt6yOWN+zQmw7HjQDgx5dvIz93S8TyxpmH0u7oywBYPOFmCvN3RSxv2uUI2v5sKECp5x3ouVeTnntlKX+T5sor92fOnFKnBFVInz45PPnkirJW2bVrV50ePXr0Ath///13vfPOOz8ULRs1atTKe++9t+3777+/GKBt27Z5M2fObPjMM88sB7j22ms7HHfccVtffPHFpRs2bEgZMGBAz7POOmvrfffd1zotLa1w4cKF33/xxRdpRx11VK940l6+fHmD55577scjjzxy2eDBgw945plnmv/mN7/ZdNVVV3UaM2bMsr59++6aNm1aw2uuuabj559/vjD+AyMiIvsid/XquOIiIgLLl8cXr0auBIo+6XXAN22KZIdipZjZCGAEQLcOzasyPxGRUsy52BdvmjVr1tL+/ftvAAJr0hSNmokWe+211xqHN2keeOCBluFNmj59+vTctWtXnZSUFAewZcuWlNdff33RzTff3OH6669fd9ZZZ20D6NWrV89HHnlk2THHHBPxHcLAgQO7jx49esUxxxyTEz6S5uSTT+62bNmyOQBZWVn75eXlWVZW1tq2bdselJmZuWfkzO7du+3HH3+MbKGVYdasWa369++fWd71a6sBAwa4mTNnBp2GiCShdwcN8qc6lZDWvj0nfvRRmdua2VfOuQFVlVvQVDtFJJbMTH+KU0mdOsHSpWVvG3TtDI2kec0516dEPAsYAJzrnHNm9h/gM+fcc6HlTwBvOOdeLuvxVTtFpCqUVTvLP5JmL82UZOSc46WXXlrcv3//XSWXme31DKeY6tWrt6ezlZKS4nJzc+sUFBTQuHHj/Pnz53+/zw8sUoWyp0xh/ujR5K5eTVq7dvQYOVKnf0iN02PkSGZnZUWc8pSSlkaPkSMDzEpEJLmNGuXnoAk/5Sk93cerIzO7HDgDOMEVfyOdDewftloGULqrLyISsKSfOLgsTZs2Ldi+ffueCb+aNGlSsH379j1/03HHHbf13nvvbVtYWAjAJ598kgZw9NFHb3/uuedaAHz55ZcNFi5cWOERQi1atCjMyMjY/eSTTzYHKCws5LPPPkur6OOKVAZNpiq1RcaQIfQbNYq09u3BjLT27ek3apQakiIiZRg2DMaM8SNnzPztmDHJPR9NLGZ2KnALcJZzLnyU/CvAUDOrb2adga7AjCByFBEpS7Vu0gwcODA3NTXVde/evdcdd9zR5rTTTtu2cOHCtB49evR67LHHmt91112r8vPzrUePHr26du3a+09/+lMHgJEjR67bsWNHSrdu3Xr9/e9/369v3747KiOf8ePH//jUU0+16t69e6+uXbv2fvnll5tVxuOKVFRZk6mK1DQZQ4Zw4kcfcebixZz40Udq0IiIlMOwYf7UpsJCf1sdGjRmNh4/8W93M8s2s+HAQ0Bj4B0z+9bMHgFwzs0FXgC+B94Cfuuc05VbRSTplH9OGqlympOmfHRucPxe7dLFX1OzJDPOXLy4dFykFgp6XoWqptopIlVBtVNEJH5l1c5qPZJGRMonrV27uOIiklhm9qSZrTOzOWGxf5rZfDObbWaTzKxZ2LI/mtliM1tgZqcEkrSIiIiIVDo1aURqgR4jR5KSFjlFkiZTFUkqY4FTS8TeAfo45/oBC4E/AphZL2Ao0Du0zcNmloKIiIiIVHvlv7qTiFRbRXNy6OpOIsnJOTc9dBnZ8NjbYXc/B84P/T4EmOCc2wUsMbPFwED8vAwx7dy0goXP3RARa97zOFofejaFeTtZPPGWUtu07HcqLfudRn7OZn783+2llrc6ZAgteh3P7q3rWPpK6cvAtDn8Ipp1PZKdG5ez/M17Sy3f76hf0KTzAHLWLiL7nYdKLW9/7K9olNGH7dlzWPXBY6WWZ5x0Leltu7J1yUzWfPJsqeUdT7uJBi07snnRp6z7YmKp5ZlnZVGvSRs2fT+NDV+Xnkj9gHPvIDW9GRtnv8nG2W+VWt7lorupU7cB67+azE/z3i+1vNul9wOw9vMJbFkc+c9TJ7U+XYbeA8Dqj59h29KvIpanpjXlgPP+CsDK98ewY+XciOV1G7em85A/AbDinQfJXRt56mr9FvvTabBvxC97YzS7NkVepDOtbRf2P+k6AJZMuZO8besjljfs0JsOx40A4MeXbyM/d0vE8saZh9Lu6MsAWDzhZgrzIy+k2bTLEbT92VCAUs870HOvJj33RESkcqlJI1JLZAwZoqaMSPV1JVD0Sa8DvmlTJDsUK8XMRgAjALp1aF6V+YmIiIhIJdDEwUlEEweXjyZwE5GqEPTkl6GRNK855/qUiGcBA4BznXPOzP4DfOacey60/AngDefcy2U9vmqniFSFoGtnVVPtFJGqUFbt1EgaERGRJGVmlwNnACe44m9VsoH9w1bLAFYlOjcRERERqXxJP3GwmR169tlndy66n5eXR/Pmzfsfd9xxXSrj8dPT0w/e2zrPPfdcs27duvXq0aNHrz59+vScOnVqo6JlF1xwQWaLFi36d+3atffeHue1115r/M477zSsaM4iIlLzmdmpwC3AWc65nLBFrwBDzay+mXUGugIzgshRRERERCpX0jdp0tLSChcsWJC2fft2A5g0aVKTtm3b5sXzGHl5ca1eyplnnrl1/vz538+fP//7J554YunVV1/dqWjZlVdeueGVV15ZVJ7HmTZtWuOPPvqo0d7XFBGR2sTMxuMn/u1uZtlmNhx4CGgMvGNm35rZIwDOubnAC8D3wFvAb51zBQGlLiIiIiKVKOmbNAAnnHDClhdffLEZwPjx41ucd955m4qWvf/+++kHH3xwj549e/Y6+OCDe8yaNas+wAMPPNDytNNOO+D444/vMmjQoG5btmypc/7552d269atV7du3XqNHTu2WdFjXHfddR26d+/eq3///j1WrFhR6hSwpk2bFtap4w/Vtm3b6pjZnmWnnXba9tatW+eX3ObOO+9sc+CBB/bu1q1brzPOOOOABQsW1HvmmWdaP/LII2179OjR66233lKzRkREAHDOXeyca+ecq+ucy3DOPeGc6+Kc2985d1Do5+qw9Uc55w50znV3zr0ZZO4iIiIiUnnimpNm+b+WdC8Za9S38aYWJ7ZaX7irsE72w8u6llze5NCmG5od02Jj/tb81FVPrDgwfFnH33VeUJ79/uIXv9h0++23t7vooos2z5s3L3348OEbP/3000YA/fv33zljxoz5devWZfLkyY1vvvnmjKlTp/4A8PXXXzeaPXv23LZt2xZcc801HZo0aVKwcOHC7wHWr1+fApCbm1vniCOO2P7ggw+uvPrqqzMefPDB1vfcc8/qkjk888wzzW6//fYOmzZtqvvyyy/vdeTMAw88sN+yZcu+S0tLcxs2bEhp1apVwWWXXba+UaNGBX/961/XlufvFhEREREREZHao1qMpDn88MNzs7Oz6z/22GMtTjzxxC3hyzZt2pQyePDgA7t27dr75ptv3n/hwoUNipYNGjRoa9u2bQsApk+f3uR3v/vduqJlrVu3LgCoW7euGzp06BaAQw89dMeyZcvqRcvhsssu27xkyZK5EyZMWHzbbbdFvdRpuO7du+eec845nR9++OEWdevWjX0JLRERERERERER4hxJU9bIlzr16xSWtTy1SWp+eUfORHPqqaduvv322/d/++23F6xbt25P3rfcckuHn//859veeeedHxYsWFDv+OOP3zPaJz09vbDod+cc4acp7ckrNdUVncqUmppKfn5+6ZXCnHbaaduvuuqq+qtXr05t165dqdOcirz//vuL3nzzzcaTJ09uds8997RftGjRnPj+YhERERGRBFq7Ftq0gSjvmUVEJDGqxUgagGuuuWbDTTfdtGrgwIG54fGtW7emZGRk7AZ49NFHW8Xa/thjj9163333tSm6X3S6U3nMmTOnfmGh7/d8/PHH6Xl5eda2bduYDZqCggJ++OGHemeeeea2hx9+OHvbtm0pW7ZsSWncuHHBtm3byr1fid/kyZP51a9+xZAhQ3j77beDTkdEpFpQ7RSp5Z56yjdm9tsP5s4NOptqQ7VTRKpCtWnSHHjggXl//vOf15WM33LLLWv+8pe/ZBxyyCE9CgpiX9ziH//4x+rNmzendO3atXf37t17vfHGG43Lu+/x48c379atW+8ePXr0uvbaazs+++yzPxaNvjnzzDM7H3300T2WLFlSv23btv3+9a9/tcrPz7dLLrmkc7du3Xr16dOn169//eu1rVq1KjjvvPM2v/766800cXDVOfvss3nssccYO3YsEydOrPDjvfXWW3Tv3p0uXbpw1113lVq+YsUKjjvuOHr27Env3r25//77I5ZfeeWVtGnThj59+uyJ7dy5k4EDB9K/f3969+7N7bffHrFNQUEBBx98MGeccUa5com2DxGReCS6dkL8tXBv68faZ2ZmJn379uWggw5iwIABEdts3ryZ888/nx49etCzZ08+++yzCv/tItXKO+/45syVV/r7mZnQu3egKVUnyVY7y9o+1vvLf/3rX/Tu3Zs+ffpw8cUXs3PnTqDs+hhrGxGpHOZc7OlSZs2atbR///4bEphPrTZr1qxW/fv3zww6j2Q3YMAAN3PmzFJx5xzOOerUqcNNN93EsGHDOOSQQ/Z5PwUFBXTr1o133nmHjIwMDjvsMMaPH0+vXr32rLN69WpWr17NIYccwrZt2zj00EOZPHnynnWmT59Oo0aNuOyyy5gzZ86ePHfs2EGjRo3Iy8vj6KOP5v777+dnP/sZAPfddx8zZ85k69atvPbaa3vNJdo+RCR+ZvaVc27A3tesnpKpdhbtN55aWNb6Ze0zMzOTmTNn0qpV6cG2l19+OYMGDeKqq65i9+7d5OTk0KxZs33+20WqjdmzoX//yNjSpdCpU9wPpdqZHLXzsMMOK3P7aO8vV65cydFHH833339PWloaF154IYMHD+aXv/xlzPpY1jYiUn5l1c5qM5JGJJqlS5fSs2dPfvOb33DIIYewYsUKbrnlFk477bQKvVACzJgxgy5dunDAAQdQr149hg4dypQpUyLWadeu3Z79NG7cmJ49e7Jy5co9y4855hhatGgRsY2Z0aiRH0iVl5dHXl7envmSsrOzef3117nqqqvKnUu0fYiIlCXo2gnx18Ky1i/vPsNt3bqV6dOnM3z4cADq1aunBo3UfCtX+pEz4Q2amTPBuX1q0NQ2yVw7y9o+1vtLgPz8fHJzc8nPzycnJ4f27dvvtT5G20ZEKo+aNFLtLViwgMsuu4xvvvmGKVOm8O677/LSSy/xyCOPRF1/0KBBHHTQQaV+3n333Yj1Vq5cyf7777/nfkZGRkQDpqSlS5fyzTffcPjhh+8154KCAg466CDatGnDSSedtGebG2+8kXvuuYei0+n2NRcRkb1JhtoZby2MtX5Z+zQzTj75ZA499FDGjBmzZ50ff/yR1q1bc8UVV3DwwQdz1VVXsWPHjvIePpHqZds2OPBAyMgojr32mm/OHHpocHlVQ8laO8vaPlZN7dChAyNHjqRjx460a9eOpk2bcvLJJ5dZH2NtIyKVJ66rO4kko06dOu0ZHn/99ddz/fXXl7n+Rx99VK7HjXYqYLQrhAFs376d8847j3//+980adJkr4+dkpLCt99+y+bNmznnnHOYM2cOS5cupU2bNhx66KF88MEH+5yLiEh5JEPtjLcWRlu/T58+Ze7zk08+oX379qxbt46TTjqJHj16cMwxx5Cfn8/XX3/Ngw8+yOGHH84NN9zAXXfdxd/+9rdy/Z0i1UJeHpx+up97psjDD8M11wSXUzWXrLUz1vavvfZazJr6008/MWXKFJYsWUKzZs244IILeO655+jRo0fM+hhrm0svvbRcf6eI7J1G0ki117Bhw7jWL+83GhkZGaxYsWLP/ezs7KjDOfPy8jjvvPMYNmwY5557bly5NGvWjGOPPZa33nqLTz75hFdeeYXMzEyGDh3KtGnT9rzglTcXEZHyCrp2hitvLYy2/t72WXTbpk0bzjnnHGbMmLFnm4yMjD2jcc4//3y+/vrruI6JSNJyDn77W6hXr7hB84c/QGGhGjQVlKy1M9b2ZdXUd999l86dO9O6dWvq1q3Lueeey6efflpmfYy1jYhUHo2kkVqnvN9oHHbYYSxatIglS5bQoUMHJkyYwPPPPx+xjnOO4cOH07NnT37/+9+X63HXr19P3bp1adasGbm5ubz77rvccsstnHHGGfzjH/8A4IMPPmD06NE899xz5c5FRKQqVWbthPhrYaz1y9rnjh07KCwspHHjxuzYsYO3336b2267DYD99tuP/fffnwULFtC9e3fee++9UhN0ilRL990HN91UfP/cc+GFFyAlJbicarFE1c5Y2/fu3Tvm+8uOHTvy+eefk5OTQ1paGu+99x4DBgwosz7G2kZEKo+aNCIxpKam8tBDD3HKKadQUFDAlVdeSe+wy1IOHjyYW2+9lWeffXbP5V0B/v73vzN48GAALr74Yj744AM2bNhARkYGd9xxB4cddhiXX345BQUFFBYWcuGFF5a6HGI8uUTbR9FEbyIiiVae2vn444+zYcOGuGrh6tWrY64fa58//vgj55xzDuAnurzkkks49dRT9zzmgw8+yLBhw9i9ezcHHHAATz31VBUdFZEEeOkluOCC4vt9+8Lnn0N6enA5SblVRu0sa/toDj/8cM4//3wOOeQQUlNTOfjggxkxYgQQuz6WtY2IVI5qcQnuZ555ptnll19+4Ndffz334IMP3hnv9hdddFGnm2++ee2hhx66s0OHDn1nzpw5r127dvnh6wwaNKjrunXr6hYUFNjAgQO3PfPMM8tTU1PJzc21888/v/N3332X3qxZs/wXX3zxx+7du+9esGBBvffff7/R1VdfvQnggQceaDlz5syGzzzzzPJ9/Tt1Ce7yiXUpRBERAFavhnvu8d8kh0+SuRe19TKyIlLNffopHHVU8f0GDfzltNu2TcjuVTtFROJX7S/BPWHChBaHHHLI9meffTbu6wzn5+czceLEZYceemiZzZ0pU6b8sGDBgu8XLlw4d+PGjXWffPLJ5gD3339/q6ZNm+YvX758zrXXXrv297//fQbAokWL6k+cOFHXPRYRSRYrVvhvjNu3h3//239wERGpqRYt8pfTDm/QzJsHubkJa9CIiEjlS/omzZYtW+rMnDmz0VNPPbV00qRJzYvir732WuMBAwZ0P+mkkw488MADe19yySUdCwoKAEhPTz/4xhtvbN+vX78e7733XqOBAwd2nz59epljPVu0aFEIkJeXZ3l5eVY0m/prr73W7Morr9wIcMUVV/z06aefNi4sLCQrK6vDzJkzG/Xo0aPXHXfc0QZgzZo1dQcNGtS1U6dOfa6++uryf30rCbVkyRIOP/xwunbtykUXXcTu3bujrnfqqafSrFmzUsPvhw8fTv/+/enXrx/nn38+27dvr3BON998M71796Znz55cf/31e2bonzZtGocccgh9+vTh8ssvJz8/P+r2KSkpeyaiO+ussyqcj0i1snQp1KkDHTv6DycADzwAF14YaFo1TUVrZ/jkme3bt+fss88GYP78+RxxxBHUr1+f0aNHV0qusfb1wQcf0LRp0z3L/vrXv0bdftiwYXTv3p0+ffpw5ZVXkpeXF7H8yy+/JCUlhZdeeqlS8hWJy4YN0KQJdOtWHJs+3U8W3KNHcHlJVFX1vnPLli2ceeaZ9O/fn969e1fK6Zqxauc///nPPfE+ffqQkpLCpk2byr19VdR5kaSwZBxMzoTn6/jbJeMq5WHjatLMf+rq7iV/1nw6rjVAwe6cOtGWr/vy5ZYAeds3ppZcVp59jhs3rtmxxx67pV+/fruaNWtW8PHHH+9ptnz33XcN77///hULFiyYu3Tp0vrPPPNMc4Dc3Nw6ffr0yZ09e/b8U045pdyfoI8++uiurVu37t+wYcOCK6644ieAtWvX1uvcufNugLp169KoUaOCtWvXpo4aNWrlgAEDts+fP//722+/fR3A999/nz558uQf582bN/eVV15pvnjx4rrl3bckzi233MLvfvc7Fi1aRPPmzXniiSeirveHP/yBZ599tlT8X//6F7NmzWL27Nl07NiRhx56qNz7PvbYY1m6dGlE7NNPP+WTTz5h9uzZzJkzhy+//JIPP/yQwsJCLr/8ciZMmMCcOXPo1KkTTz/9dNTHTUtL49tvv+Xbb7/llVdeKXc+ItXa4sX+W+TOnf2HE4BHH/W/X3ddsLnVQBWtnR999NGeOnXEEUfsuRpeixYteOCBBxg5cmTcOY0dO5a//OUv5d4X+A8RRcuKJhEuadiwYcyfP5/vvvuO3NxcHn/88T3LCgoKuOWWWzjllFPizlekQnJz4dBDoXVr2LbNx8aP9zVv0KBgc5OYqup953/+8x969erFrFmz+OCDD7jppptiNoBKird2/uEPf9gT/8c//sHPf/5zWrQofUJBVdR5kaS1ZBzMGAE5ywDnb2eMqJRGTdKPpHnhhRdaXHzxxT8BnHfeeZvCT3nq27fvjl69eu1OTU3lwgsv3PTRRx81Aj+q4Je//OVP8e7r448/XrRmzZpZu3fvrvPqq682AYg2Z4+ZRZ3I5+ijj97asmXLgvT0dNelS5edP/zwQ/14c5Dy+/Of/8z999+/535WVhYPPPBAmds455g2bRrnn38+AJdffjmTJ0+Ouu4JJ5xA48aNS8WbNGmy57Fyc3MpGnV1/fXX7/lWdurUqRxzzDEUFhbu9e8wM3bu3Mnu3bvZtWsXeXl5tG3blo0bN1K/fn26hb4pO+mkk3j55Zf3+ngiNd78+b4507VrcWzsWP9BRZMX7lVQtbPItm3bmDZt2p5vWNu0acNhhx1G3bqR32t8+eWX9OvXj507d7Jjxw569+7NnDlzyvEXxt5XeQ0ePBgzw8wYOHAg2dnZe5Y9+OCDnHfeebRp0yauxxTZZ4WFcNFF/nTOosvE/+MfvuYNHRpsbrVIsr3vNDO2bduGc47t27fTokULUlNTq7x2jh8/nosvvjiu7WPVeZFqbVYWFORExgpyfLyC4rq6U48rHlkQa1lKvfTCspbXbdQyv6zl0axZsybl888/b7Jw4cK0a6+9loKCAjMz99///jcb2FOkihTdr1evXmFq6r5duCo9Pd2dccYZmydNmtTsnHPO2brffvvtXrJkSb0DDzwwLy8vj+3bt6e0adOmINq29erV29O8SUlJcXl5eRZtPakcw4cP59xzz+WGG26gsLCQCRMmMG3atD1XWSrp+eefp02bNjRr1oyi50dGRgYrV66Me99XXHEFb7zxBr169eLee+8F4K677uKwww5j0KBBXH/99bzxxhvUqbP3PugRRxzBcccdR7t27XDOce2119KzZ0+cc+Tl5TFz5kwGDBjASy+9xIoVK6I+xs6dOxkwYACpqanceuutcX8gEakWvvsO+vWLjI0frw8pcQqydgJMmjSJE044Yc8Hj1gOO+wwzjrrLP70pz+Rm5vLpZdeSp8+fSq8r88++4z+/fvTvn17Ro8eXebVT/Ly8nj22Wf3fDBbuXIlkyZNYtq0aXz55Zdx5SKyT7Ky4O9/L75/1VUwZoxvVEtCJdv7zmuvvZazzjqL9u3bs23bNiZOnEidOnWqrHYC5OTk8NZbb+11FHl567xItZYT43pBseJxSOpLcD/77LPNzz333I3PP//8sqLYYYcd1v3tt99uBP50p/nz59fr2rXr7pdeeqnFVVddtX5f9rNly5Y6mzdvTunUqVNeXl4eb731VtOjjjpqG8Dpp5+++cknn2x54okn7njqqaeaH3HEEdvq1KlD06ZNC7Zv355SOX+p7IvMzExatmzJN998w9q1azn44IPp1KkT3377bcxt1q8v/RQp2ewrj6eeeoqCggKuu+46Jk6cyBVXXEF6ejqPPfYYxxxzDP/617848MAD96xb9AZ/8eLFDB48mHr16tG5c2cmTZrE4sWLmTdv3p5vak866SSmT5/OMcccw4QJE/jd737Hrl27OPnkk4nVfFy+fDnt27fnxx9/5Pjjj6dv37579i9S7X39tR/iH+7llyHsFBYpvyBrJ/hvYa+66qpyrXvbbbdx2GGH0aBBgz3fWG/cuJETTjgBgE2bNrF79+4930w/++yz9O3bN+a+DjnkEJYtW0ajRo144403OPvss1m0aFHM/f/mN7/hmGOOYVDoVJIbb7yRu+++m5QUvfxLFXv8cfjVr4rvH3ssTJ0K9eoFllJtl2zvO6dOncpBBx3EtGnT+OGHHzjppJMYNGgQTZo0qfTaWeTVV1/lqKOOinqqU7h46rxItZXeMXSqU5R4BSV1k+bFF19sefPNN68Ojw0ZMuSnZ599tsXFF1/800EHHbT9pptuypg/f37a4Ycfvu0Xv/jF5n3Zz9atW+ucfvrpXXbv3m2FhYV21FFHbf3DH/6wHuCGG27YcN5553Xu2LFjn6ZNmxZMnDjxB4CBAwfmpqamuu7du/e65JJLNjRv3jzq6BqpWldddRVjx45lzZo1XHnllWzbtm3Pm+mSnn/+eXr27MnmzZvJz88nNTWV7Oxs2rdvv0/7TklJ4aKLLuKf//wnV1xxBQDfffcdLVu2ZNWqVXvWu+KKK/YsP/bYYxk7diyZmZl7lk+aNImf/exnNGrUCIDTTjuNzz//nGOOOYYjjjiCjz76CIC3336bhQsXRs2l6G844IADOPbYY/nmm2/UpJHq74sv4Gc/i4y9+iqUmFRR4hdU7dy4cSMzZsxg0qRJ5Vp/06ZNbN++nby8PHbu3EnDhg1p2bLlng9FY8eOZenSpVHnVoi2r/BvdQcPHsxvfvMbNmzYQKtWrUptf8cdd7B+/XoeffTRPbGZM2cyNDRya8OGDbzxxhukpqZq9KJUnqlT4dRTi+9nZMCcOdC0aXA5yR7J9L7zqaee4tZbb8XM6NKlC507d2b+/PkMHDiw0mtnkQkTJuz1VKd467xItdV/lJ+DJvyUp5R0H6+gpG7SzJgxo9TpUX/605/Wgb+6U1paWuHrr7/+Y8l1cnJyvon1OCtXrvyu5Pr7779//pw5c+ZFyyE9Pd29+eabpfZRv35999lnn5X8xLyx6Jf3339/cbTHk8p1zjnncNttt5GXl8fzzz9PSkpKmd9oABx33HG89NJLDB06lKeffpohQ4aUe3/OOX744Qe6dOmCc45XX32VHqErKSxbtox7772Xb775hsGDB3P22Wdz+OGH7/UxO3bsyGOPPcYf//hHnHN8+OGH3HjjjQCsW7eONm3asGvXLu6++26yskqf4/jTTz+Rnp5O/fr12bBhA5988gk333xzuf8mkaTz8celJ8GcOhVOPjmYfGqgRNfOIi+++CJnnHEGDRo0KNf6I0aM4G9/+xtLlizhlltuiWui9mj7WrNmDW3btsXMmDFjBoWFhbRs2bLUto8//jhTp07lvffeizhtdcmSJXt+/+Uvf8kZZ5yhBo1UjlmzoORpM8uW+avWSdJIpvedHTt25L333mPQoEGsXbuWBQsWcMABBwCVXzvBX03qww8/5Lnnntun7UVqnM7D/O2sLH+KU3pH36ApildA0k8cLFKWevXqcdxxx3HhhReWe/j53XffzX333UeXLl3YuHEjw4cPB/w3pOFDMwcNGsQFF1zAe++9R0ZGBlOnTsU5x+WXX07fvn3p27cvq1ev5rbbbsM5x/Dhwxk9ejTt27fniSee4KqrrmLnzp17zef888/nwAMPpG/fvvTv35/+/ftz5plnAv6Shz179qRfv36ceeaZHH/88aVynTdvHgMGDKB///4cd9xx3HrrrfTq1Suu4yiSFKZN8/MshDdo3n/fT46pBk2lSnTtLBLtW9g1a9aQkZHBfffdx5133klGRgZbt27lmWeeITU1lUsuuYRbb72VL7/8kmnTppX7b4y2r5deeok+ffrQv39/rr/+eiZMmLDn1IPBgwfvGQV59dVXs3btWo444ogyL9UtUmHZ2b7uhTdovv7a1z01aJJOsrzvBD+R8aeffkrfvn054YQTuPvuu2nVqlWV1E7wI79PPvlkGjZsGBEPr52xto9V50Wqvc7D4OylcEmhv62EBg2ARbt6UZFZs2Yt7d+//4ZK2ZPs1axZs1r1798/M+g8KsLMngTOANY55/qEYv8EzgR2Az8AVzjnNoeW/REYDhQA1zvnpkZ73HADBgxwM2fOBKCwsJBDDjmEF198ka7hV3oRkerjrbfgtNMiY598AkcemdA0zOwr59yAhO40gVQ7RZLI1q3Qty8sD5tg8vXXYfDg4HLaR6qdIiLxK6t27m0kTWFhYaGmj0+A0HHe+/Wak99Y4NQSsXeAPs65fsBC4I8AZtYLGAr0Dm3zsJmVezbG77//ni5dunDCCSfohVKkOnrlFf8NcniDZsYM/w1yghs0tYlqp0iA8vLghBP8HDNFDZpHH/V1rxo2aGoT1U4RSZS9zUkzZ/369b1at269pU6dOrGH3EiFFBYW2vr165sCc4LOpaKcc9PNLLNE7O2wu58D54d+HwJMcM7tApaY2WJgIPBZWfvYuWkFC5+7gVTgrb+eCeSz/qvJtD70bArzdrJ44i2ltmnZ71Ra9juN/JzN/Pi/20stb3XIEFr0Op7dW9ex9JXSkz21OfwimnU9kp0bl7P8zXtLLd/vqF/QpPMActYuIvud0uf9tj/2VzTK6MP27Dms+uCxUsszTrqW9LZd2bpkJms+ebbU8o6n3USDlh3ZvOhT1n0xsdTyzLOyqNekDZu+n8aGr6eUWn7AuXeQmt6MjbPfZOPst0ot73LR3dSp24D1X03mp3nvl1re7VJ/daq1n09gy+LIf546qfXpMvQeAFZ//Azbln4VsTw1rSkHnOdPFVj5/hh2rJwbsbxu49Z0HvInAFa88yC5ayOnc6rfYn86DR4JwLI3RrNrU+RlyNPadmH/k64DYMmUO8nbFnklhYYdetPhuBEA/PjybeTnbolY3jjzUNodfRkAiyfcTGH+rojlTbscQduf+YlCFz53AyU173mcnnvxPvfWr4e53wPQpW4d6uQVsn7yg/y0bREseM7/hCTyuVdb9OrVix9/LDXVmohUJefgmmt8Q6bILbfAXXcFl5PERbVTRBKlzCZNfn7+VWvWrHl8zZo1fdD8NVWpEJiTn59fG65VdyVQ9EmvA75pUyQ7FCvFzEYAIwC6dWhelfmJSFVZuw7mlZij/cuZ0P9g+GoyzIt9KWQRkWpr9Gj4wx+K759/PkyYALqUu4hI9TdrFkyeDLeX/jJ2X5U5J43IvgiNpHmtaE6asHgWMAA41znnzOw/wGfOuedCy58A3nDOvVzW44efGywi1cBTT8GVV0bG5s+H7t2DySeG2jSvgogkwAsvwEUXFd8/6CA/31Z6emApVQXVThGplb74An72s+L7W7dC48bl3rys2pnUl+CWmsPMLsdPKHyCK+4MZgP7h62WAawqua2IVFOPPOKH94dbvBgOPDCYfEREEuGTT+Doo4vvN2oEP/4IrVsHl5OIiFSO6dPh5z+PjL3xRlwNmr3RKUxS5czsVOAW4CznXE7YoleAoWZW38w6A12BGUHkKCKV6P77/YTARQ2aunVh6VI/J4MaNCJSUy1c6GtfeINmwQLYtk0NGhGR6m7qVF/jwxs077/v39+WvEppBalJI5XKzMbjJ/7tbmbZZjYceAhoDLxjZt+a2SMAzrm5wAvA98BbwG+dcwUBpS4iFXX33f7F68Yb/f3GjSE7G3bvhk6dAk1NRKTKrF8PDRtGnsL58cf+jXu3bsHlJSIiFTd5sn9/e2rYBYw/+8zX+GOPrZJd6nQnqVTOuYujhJ8oY/1RQOlL2ohI9XHHHfCXvxTfb90aZs+G/fYLLCURkSqXkwNHHuknjSwycSJceGFwOYmISOV4/nkYNiwy9s03fn6xKqaRNCIiEj/n4P/+z3+zUNSg2X9//43yunVq0IhIzVVQ4K/Q1LBhcYPmnnt8XVSDRkSkenv8cf/+NrxB8/33vsYnoEEDatKIiEg8nIPf/x7q1IF//MPHunaFTZtg+XJo1SrY/EREqtKtt0JqKrwcuhDl1VdDYWHkJbZFRKT6KZpT8Ve/Ko4tXuzf+/bsmdBUdLqTiIjsXWEhXHst/Pe/xbG+feGjj6Bp0+DyEhFJhDFj4Ne/Lr5/4on+ah516waXk4iIVNyoUfCnPxXfT0+H+fP9CPGAqEkjIiKxFRbCVVfBU08Vxw47DKZN85eVFRGpyd58EwYPLr7fqZOfc6tJk+ByEhGRinHON2b+/vfiWJs2/hTWJDhlX6c7iYhIafn5cMklkJJS3KAZNAh27IAZM9SgEZGa7Ztv/LD38AbN8uWwdKkaNEnEzJ40s3VmNicsdoGZzTWzQjMbUGL9P5rZYjNbYGanJD5jEQmUc3DDDf60/aIGzQEHwIYNsHZtUjRoQE0aEREJl5cH557rh/CPH+9jJ50EubkwfbofAioiUlMtX+6bM4ccUhz79lv/xj7Aoe8S01jg1BKxOcC5wPTwoJn1AoYCvUPbPGxmKQnIUUSCVlgIw4f75swDD/hYv36weTP88AO0bBloeiWpSSMiIrBrl//GuF49mDTJx84808fffhsaNAg2PxGRqrRlC2Rk+NOZirz1lm/O9O8fXF5SJufcdGBTidg859yCKKsPASY453Y555YAi4GBCUhTRIKSnw8XXeRHhj/5pI8deSRs3+5PbUrSeRXVpBERqc127oTjj/dNmDff9LELLvAjal55xTdtRERqqt274bjjoFkzWLnSxx5/3DdnTtHZMDVMB2BF2P3sUKwUMxthZjPNbOb69esTkpyIVKJdu+D00/3I8Bde8LGTT/Yjwz/5BBo2DDa/vVCTRkSkNsrJgaOPhrQ0eP99H/vFL/w3Di+84C8xKwmjeRVEEsw5f5nV+vXhgw98LCvLx4cPDzQ1qTIWJeaireicG+OcG+CcG9C6desqTktEKk1ODvz85/7Lxzfe8LFzz/UN+alTq83IcDVpRERqk23bYMAA/w3CJ5/42K9+BQUF8MwzfjioBGEsmldBJDHuvtvPS/D44/7+hRf6GnjnncHmJVUtGwifWCgDWBVQLiJSmbZtg0MP9e9vp4feNl16qf/y8eWX/YiaakRNGhGR2mDLFujTx1+V5KuvfOy66/xEamPG+A8sEhjNqyCSABMm+EmBb73V3z/kEP+t68SJqoG1wyvAUDOrb2adga7AjIBzEpGK+Okn6N7dv7/9+msfu/pq33h/9tlq++WjxrOLiNRkmzbBwIF+5voif/iD/ybZoo38lmqgA/B52P0y51UARgB07Nix6jMTSUbTp/vh70WaNPE1sVWr4HKSSmFm44FjgVZmlg3cjm94Pwi0Bl43s2+dc6c45+aa2QvA90A+8FvnXEFAqYtIRaxb5xvtRXOJAYwcCffcUyPe3+prAxGRmmj9en+lkpYtixs0f/6zHzlTQ17AarEqn1dh3DjIzPSDCzIz/X3ZOx23ylehYzp/vq914Q2aRYv8yEI1aGoE59zFzrl2zrm6zrkM59wTzrlJod/rO+faOudOCVt/lHPuQOdcd+fcm0HmLiL7YOVKP9F727bFDZq//MW/v/3nP2vM+1uNpBERqUnWrPGnNW3cWBz76199g0ZqiiqdV2HcOBgxwp8FArBsmb8PMGxYZe2l5tFxq3z7fEzXrvWX0t61qzj26adwxBFVlquIiFShpUuhSxd/GlORf/7Tj56pgTSSRkSkJsjOhkaNoF274gbNPff4K5WoQVPTVOm8CllZxR+Ki+Tk+LjEpuNW+eI+pjk5vkm9337FDZqXXvJ1UA0aEZHqZ+FCPzqmc+fiBs3DD/u6XkMbNKAmjYhI9bZ0qb9c9v77w44dPvbAA/7F6w9/CDQ1Kb/QvAqfAd3NLNvMhpvZOaE5Fo7Az6swFcA5NxcomlfhLSp5XoXly+OLi6fjVvnKfUwLCuCcc/xVPebO9bH77vN18LzzqjRHEYlhyTiYnAnP1/G3S3T+p8Thu+98c6Z79+LY2LG+rl9zTWBpJYpOdxIRqY4WL4auXSNjjz5afC6AVCvOuYtjLJoUY/1RwKiqyKVjR39aSbS4xKbjVvn2ekydg5tvhtGjixdee61vVNeQeQlEqqUl42DGCCgIDYXLWebvA3TW+Z9Shi+/9Be8CPfCC3DBBcHkExCNpBERqU6KJsIMb9AUfbOgBo1UglGjID09Mpae7uMSm45b5SvzmD7yiJ9NuKhBc/LJsHs3PPigGjQiQZuVVdygKVKQ4+Mi0Xz8sa/d4Q2aV1/1729rWYMGNJJGRKR6+O476NcvMjZ+PAwdGkw+UmMVTcialeVPK+nY0X8o1uS3ZdNxq3zRjulT57/OcZeeUbzSAQfAt99C48aB5CgiUeTEOFcxVlxqr3fe8U32cO++CyecEEw+SUJNGhGRZPb113DooZGxl1+Gc88NJh+pFYYNU3NhX+i4Vb49x/Srr2DAALg3bGF2NnToEFRqIhJLekd/ilO0uAjAK6/AkCGRsY8/hqOOCiafJKPTnUREEiB7yhTeHTSIV7t04d1Bg8ieMqXsDWbM8MM+wxs0RcM+1aARkdpi2TJfCwcMKI7Nnu1roRo0Ismp/yhIKXGuYkq6j0vtNnGir+nhDZqZM31NV4NmDzVpRESqWPaUKczOyiJ31SpwjtxVq5idlRW9UfPJJ/7F6/DDi2NTp/oXrzPOKL2+iEhNtHkztGsHmZnFsbff9rWwb9+gshKR8ug8DAaOgfROgPnbgWM0aXBt9tRT/v1t+Gn6333na3rJEeOi051ERKra/NGjKcjNjYgV5OYyf/RoMoq+SXj/fTj++MgN338fjj02MUmKiCSD3bvhxBPho4+KY08+CVdcEVxOIhK/zsPUlBF46CG47rrI2MKFpa9QKhE0kkZEpIrlrl4dOz51qv9mIbxB8/HH/psFNWhEpLZwzjdi6tcvbtD8+c/FcRERqT7uvtu/vy1q0DRoAEuX+pquBs1eqUkjIlLF0tq1KxVrs2MHZ/7wA5x6anHwiy90Tq6I1D6jRvnLaY8d6+9fcgkUFMBf/xpoWiIiEgfnfHPdDG691cdatYJVqyA3Fzp1Cja/akRNGpEaJu4JaqXK9Rg5kpS0NADabd/OmT/+yOFr1xav8M03/oVt4MCAMhQRCcDzz/s383/6k78/cKB/Iz9unG/aiIhI8nMOfv97X7fvvNPHMjNh/Xr/E+XLSimb5qQRqUGKJqgtmv+kaIJaoHjuE0m4jCFDSJs+nZb33Re54LvvoE+fYJISEQnKhx9Gns7ZooWfo6Bly8BSEpEALRkHs7IgZ7m/THf/UZrPpqIScUwLC+Hqq+Gxx4pjvXv70/abNavcfdUy+ppCSjGzI8zsP2Y228zWm9lyM3vDzH5rZk2Dzk9iK2uCWgnI2LFgFtmgmT/ff+ugBk2Notopshfz5vmRM+ENmsWLYeNGNWhqMdXOWm7JOJgxAnKWAc7fzhjh47JvqvqY5uf701JTUoobNAMHwrZtMGeOGjSVQE0aiWBmbwJXAVOBU4F2QC/gT0ADYIqZnRVchlKWMieolcR69FH/YSR8wsvFi31zpnv34PKSKqHaKVKGNWugbl3o1as49tlnvh4eeGBweUngVDuFWVlQkBMZK8jxcdk3VXVMd++GIUN8PR8/3seOPx5ycvy8io0aVezxZQ+d7iQl/cI5t6FEbDvwdejnXjNrlfi0pDzS2rUjd9WqqHFJkAcegBtuKL5fty4sWqTJ0mo+1U6RknbsgAED/OjBIv/7H5xzTnA5SbJR7aztcpbHF5e9q+xjmpsLZ5wB06YVx846C158EerV27fHlDJpJI1EiPJCuU/rSDDCJ6gtkpKWRo+RIwPKqBa55x4/cqaoQdO4MWRn+28d1KCp8VQ7RcLk5/s38I0aFTdo/v1vP3JGDRoJo9oppHeMLy57V1nHdPt2OPxwSE8vbtBccgnk5cGUKWrQVCE1aaTczOy7oHOQsmUMGUK/UaNIa98ezEhr355+o0bFPWmwrhAVh7/+1TdnbrnF32/dGlavhq1boUOHYHOThDGz/c1sgpl9ZGb/Z2Z1w5ZNDjA1kcQpusJH3brw6qs+dv31fnLJ8BGGIiFm1sPM3jSz183sQDMba2abzWyGmfUMOj9JgP6jICU9MpaSDu0Hw+RMeL6Ov9UcNeUX65j2H1W+7Tdv9hMAN24MM2b42IgRUFDgr76XqpNxqpqOsEQws3NjLQL2S2Qusm8yhgyp0JWcdIWocnDOXzL2738vju2/P3z1lW/SSG30JPAy8DkwHPjQzM50zm0ENJRKar6HHoLrriu+P3iw/6ZVb+albGOAfwKNgGnALcAVwBnAQ8AJwaUmCVF0xaHwKxG1HwxLni6eV6Vo4tvw9SW2aMe0PFd32rDBn6K6bFlx7Pe/h9Gj/ReSkjB65ZSSJgLjABdlWYME5yIBKOsKUbW+SeMcjBwJ4Vdq6toVPv/cX0JWarPWzrlHQr9fZ2aXAtNDE15Gq6ciNcMrr/iJJIt06+Yb1ppAUsqnsXPuVQAz+5tzbkIo/qqZ3RFgXpJInYdFNhAmZ8ae+FZNmvIpeUzLsno19O3rr7RX5M9/hjvuUHMmIGrSSEmzgdHOuTklF5jZiQHkIwmmK0RFUVjovyF++OHiWN++8NFH0FRXBxUA6ppZA+fcTgDn3HNmtgZ/xZKGwaYmUgW+/NJfcrWIGaxcCZqoXuKTEvb7fSWWacKL2kqTCSfG8uW+sb5rV3HsH/+AW28NLicBNCeNlHYjsDXGMs32VwvEuhJUrbxCVGEhDB8OKSnFDZrDDoNt22D2bDVoJNzjwOHhAefcu8AFQKmmt0i1tWSJb8iEN2i++87Xy9r4OiEV9R8zawTgnNvzTYiZdQHeDSwrCZYmE65aixf7Ot6pU3GD5sEH/YhxNWiSgpo0EsE595FzLmqb2jk3M9H5SOLpClH4idGGDfPNmSef9LFBg/zlZGfM0DB+KcU59y/n3IdR4t84504KIieRSrVpk59z64ADimPvvuvf1PfpE1xeUq055x51zm2PEl/snLsxgJQkGVR04luJbu5c35zp2rU49sQTvo5fe21weUkpatKISITKukJUtZSXB+ed5ye6fP55HzvhBMjNhenT/SUIRURqk1274MgjoWVLP6kkwNNP+zf1J2hOVxGpAp2HwcAxkN4JMH87cIzmo9lXX3/tmzPhDfUJE3wdv/LK4PKSmDQnjYiUUtErRFU7u3fDOefAG28Ux04/Hf73P6inU+JFpBYqLIQrroBnnimO3XEH3HZbcDmJSO0Rz8S3Et1nn/kme7gpU+Css4LJR8pNTRoRqb127vTNmGnTimPnnQfjx0PdusHlJSISpL/9LbIZc9ll8NRTUEcDsEVEkt60aaVHOr79Npyks6+rC73aSlRm9nczaxZ2v7mZ3RlgSiKVJycHjj4a0tKKGzTDhkF+Prz0kho0ss9UO6Vae/ZZPyS+qEHzs5/50z2ffloNGqlSqp0ileD1130ND2/QTJ/uT2tSg6Za0SuuxHKac25z0R3n3E/A4ODSEakE27fDgAHQsCF88omPDR/uJwp+7jk/UbBIxah2SoRx4yAz0/c4MjP9/aQzbZp/Y3/ZZf5+q1awcaMfKt+gQbC5SW2h2imyr156ydfwM84ojs2Y4ZszgwYFl5fsM53uJLGkmFl959wuADNLA+oHnJPIvtmyBY46ys9qX+S3v/WXGzQLLi+piVQ7ZY9x42DECD94D2DZMn8f/OC9wM2dW/rKTD/+CJ07B5OP1GaqnSLxeuYZuPzyyNisWdCvXzD5SKVRk0ZieQ54z8yeAhxwJfB0sCmJxGnTJhg4EH74oTh2003wz3+qOSNVRbVT9sjKKm7QFMnJ8fFAmzSrV0NGhp8cuMgXX/h6KRIM1U6R8nrkEbjmmsjY/PnQvXsw+UilU5NGonLO3WNm3wEnAAb8zTk3NeC0RMpn/Xo4+GBYubI4lpXlJ8NUc0aqkGqnhFu+PL54lVuzBtq1i4xNngy16Wp+kpRUO0XK4d57YeTI4vupqbBokT+XVmoUNWkkJufcm8CbQechUm5r1vih+xs3Fsf++lf485+Dy0lqHdVOKdKxoz/FKVo8oXbtKj23zP33w/XXJzgRkdhUO0WicM6/l/3LX4pjzZrBnDnQoUNQWUkV08TBEsHMPg7dbjOzrWE/28xsa9D5iUSVnQ2NGvlviIsaNPfc41/Y1KCRBFDtrLkqMvHvqFGQnh4ZS0/38YRwzo8eLNmgKSxUg0aSgmqnSAzOwc03+xefogZNRgasXQs//aQGTQ2nkTQSwTl3dOi2cdC5iOzV0qXQpYu/OlMRfTssAVDtrJkqOvFv0TpZWf4Up44dfYMmIfPRdOkSOR8XwM6dUF9zsUryqHG1c8k4mJUFOcshvSP0HwWdk2GWcKk2Cgvh2mvhv/8tjvXoAZ9+Cs2bB5eXJJRG0kgpZlbHzObs47ZPmtm68O3N7AIzm2tmhWY2oMT6fzSzxWa2wMxOqWjuUku8/bb/drhz5+IGzaOP+m8d1KCRgFSkdkpyKmvi3/IaNsz3kwsL/W2VN2iuuMLXx/AGzZo1vj6qQSNJqMbUziXjYMYIyFkGOH87Y4SPi+xNQQFcdhmkpBQ3aA45BLZuhXnz1KCpZdSkkVKcc4XALDPbl7PmxwKnlojNAc4FpocHzawXMBToHdrmYTNL2Yd9Sm0xZYr/8HFKWD+vqDlT9PW2SEAqWDslCSXdxL9lefBBXx/Hji2OffONr49t2waWlsje1JjaOSsLCkp0dQtyfFwklrw8OPdcPwnws8/62DHHwI4d8NVX0LhmDDKT+Oh0J4mlHTDXzGYAO4qCzrmzytrIOTfdzDJLxOYBWOmr6gwBJjjndgFLzGwxMBD4rMLZS80yYQJcfHFk7Mwz4ZVXgslHJLZ9qp2SnJJm4t+yvPsunHRSZOzFF+H884PJR2TfVP/amROjexsrLrXbzp3+ynpvv10cGzwY/vc/jXoUNWkkpjsSsI8OwOdh97NDsVLMbAQwAqBjUr07lir15JMwfHhk7JJL4pu5UySxElE7JUFGjYqckwYSPPFvWRYtgm7dImO33QZ36Cko1VL1f+Kmdwyd6hQlLlJkxw44+WQ/x0yRCy/0721T9dFcPJ3uJLEMds59GP4DDK7kfZQaWgO4aCs658Y45wY45wa0bt26ktOQpPPQQ37YfniD5te/9sP21aCR5JaI2ikJMmwYjBkDnTr5ktSpk7+fkIl/Y9myxScT3qA55RRfH9Wgkeqr+tfO/qMgpcTl3FLSfVxk61bo399fjbSoQXPllZCfDxMnqkEjEdSkkVhOihI7rZL3kQ3sH3Y/A1hVyfuQ6uSee/yHj+uuK479/vf+w8cjjwSXl0j5JaJ2SgIlfOLfWAoKfH1s1qw4Vr++r49vvRVQUiKVpvrXzs7DYOAYSO8EmL8dOEZXd6rtNm3yV9tr2hRmz/ax66/3LypPPOEnChYpQS07iWBm1wC/AQ4ws9lhixoDn0bfap+9AjxvZvcB7YGuwIzK3EH2lCnMHz2a3NWrSWvXjjbHHce699/fc7/HyJFkDBlSmbussUoey0o9drfdBn/7W+mYvhWWaiLBtVNqm9JzuvmmTR191ybVW42rnZ2HqSkj3tq1fuTM2rXFsf/7P7jzzug1XSSMXt2lpOeBM/ENlDPDfg51zu31VcfMxuMn/u1uZtlmNtzMzjGzbOAI4HUzmwrgnJsLvAB8D7wF/NY5V1BZf0j2lCnMzsoid9UqcI7cVatYNm5cxP3ZWVlkT5lSWbussaIdy0o5djfd5F+owhs0d9+tYftSHVW0dj5pZuvCL0NrZi3M7B0zWxS6bR627I9mttjMFpjZKdEftXYYNw4yM32/IjOzhp0Redxxpd/Mb93qa6QaNFIzVKh2iiSdFSv8KU377VfcoPnb33zdHjVKDRopF73CSwTn3Bbn3FLn3MX4U5GOd84tA+qYWedybH+xc66dc66ucy7DOfeEc25S6Pf6zrm2zrlTwtYf5Zw70DnX3Tn3ZmX+LfNHj6YgN7fMdQpyc5k/enRl7rZGinYsK3Tsrr7av0jdd19x7MEH/QvYzTdXIFORYFS0dgJjgVNLxG4F3nPOdQXeC93HzHoBQ4HeoW0eNrNaOV563Dg/se+yZb58LFvm71f7Rs0f/+hr5AcfFMd++MH/kbocq9QglVA7RZLDjz/6ut2xo58cGOBf//J1+09/CjY3qXbUpJGozOx24Bbgj6FQPeC54DKKX+7q1ZW6Xm0W6xjFfeyGDfMvYI8+Whx74gn/AnbttRXIUCQ57GvtdM5NBzaVCA8Bng79/jRwdlh8gnNul3NuCbAYGFixzKunrKzIKy+Bv5+VFUw+FTZ+vK+Rd91VHHv/fV8jDzgguLxEqlhNeN8ptdS8eb5uH3hgcWzMGF+3b7wxsLSkelOTRmI5BzgL2AHgnFuFPz+42khr165S16vNYh2jch+7s87yL2DPP18cGz/ev4BdeWUlZCiSNCqzdrZ1zq0OPc5qoE0o3gFYEbZedihWipmNMLOZZjZz/fr1+5hG8lq+PL540po509fISy4pjv33v75GHntsYGmJJNA+1U6dKiqB+fZbX7d79SqOPfecr9u/+lVgaUnNoCaNxLLbOecIXRLbzBoGnE/ceowcSUpaWpnrpKSl0WPkyARlVH1FO5blOnZF8ym8+mpxbPJk/wI2dGjlJyoSvETUzmgntLtoKzrnxjjnBjjnBrRu3boKUglWx47xxZPOqlW+Rh52WHFsxAhfI6++Ori8RBJvX2vnWHSqqCTSF1/4un3wwcWx//3P1+3ALv8nNY2aNBLLC2b2KNDMzH4FvAs8FnBOcckYMoR+o0aR1r49mJHWvj2dhg2LuN9v1Chd3akcoh3LMo/dIYeUnk9h6lT/AqbjLTVbZdbOtWbWDiB0uy4Uz8bP3VAkA1i1j/uo1kaNgvT0yFh6uo8ntdxcXyM7hA2A6t3b18jw00FFao99qp06VVQS5oEHfN3+2c+KY2++6ev2OecEl5fUSLoEt0TlnBttZicBW4HuwG3OuXcCTituGUOGqAlTScp1LLt08ZNbhvvwQzjmmKpLTCSJVHLtfAW4HLgrdDslLP68md0HtAe6AjMqlHg1VfSlZVaWP8WpY0ffoEnaLzNjXZWpsFBX/JBarZJrZ8SpomYWfqro52HrlXmqKDACoGO1GZonVeJ3v4N//zsy9sEH8POfB5GN1BJq0khMoRfHateYkQC0bg0bNkTGPv8cDj88mHxEArQvtdPMxgPHAq3MLBu4Hd+cecHMhgPLgQtCjz/XzF4Avgfygd865woq7y+oXoYNS+KmTLhOnUpPlrNrF9SrF0w+IkkmAe874zpVFBgDMGDAgKjrSA13+eXwzDORsYcfhmuuCSYfqVXUpJEIZraN6C9YBjjnXJMEpyTJrG5dyM+PjH3zDRx0UCDpiASlorUzdPnZaE6Isf4oINlP6hGAAQPgq68iY2vXQps20dcXqUWq6H3nWjNrFxpFo1NFJT6nnw5vvBEZe+op+OUvA0lHaifNSSMlvYf/dvZOoI9zrknop7EaNAL44fpm/ie8QfP9936ZGjRSO6l2SqSRI32dDG/QzJrl66QaNCJFqqJ2Fp0qCqVPFR1qZvXNrDO1+FRRieLww33NDm/QFE0IrAaNJJiaNBLBOXc2cAqwHnjMzD40s9+YWYtgM6v5sqdM4d1Bg3i1SxfeHTSI7ClT9r5RIhXNmVByPoXFi/0LWM+eweQlkgRUO5PDuHGQmenLVGamv59wN93ka+W99xbHxozxdbJfvwASEkleFa2doVNFPwO6m1l26PTQu4CTzGwRcFLoPs65uUDRqaJvUctPFZWQAw7wNXtGWL/u7bc1IbAESqc7SSnOuS3AU2b2NHAR8CDQALgv0MRqsOwpU5idlUVBbi4AuatWMTsrCyD4iY8LCiA1SqlYtqwaXedWpOqpdgZr3Dh/9eqcHH9/2TJ/HxI0Z83EiTB0aGRs+HB4/PEE7Fyk+qpI7dSporLPGjYsfsEo8umncMQRweQjEkZNGinFzI4ELgYGAR8D5zjnPgo2q5pt/ujRexo0RQpyc5k/enRwTZpdu6BBg9JxNWdEolLtDFZWVun32zk5Pl6lTZpFi6Bbt9Jxp7lGRcpDtVMSJtYV9mbN0khHSSpq0kgEM1sKbAYm4C89mB+KHwLgnPs6qNxqstzVq+OKV6lt26BJlNPAV62Cdu0Sn49INaDaGbySF07aW7zCdu6EtLTScTVnRMpNtVMSorAQUlJKxxctgi5dEp+PyF6oSSMlLcXPsn8KcDKRlyt0wPEB5FTjpbVrR+6q0hcYSEtkU2TjRmjVqnQ8Oxs6dEhcHiLV01JUOwPVsaMf6BctXuksypV88/KinxoqImVZimqnVJW8PKhXr3R8+XLYf//ScZEkoXcTEsE5d2zQOdRGPUaOjJiTBiAlLY0eI0dW/c5XrYrehFFzRqTcVDuDN2pU5Jw0AOnpPl5pojVnVq6E9u0rcScitYdqp1SJWCMd162D1q0Tn49InHR1J4lgZkfvZXkTM+uTqHxqi4whQ+g3ahRp7duDGWnt29Nv1KiqnY/mxx/9B46SjZj16/1wfTVoRMpNtTN4w4b5iyh16uRLW6dO/n6lzEdjVrpBM3Wqr5Vq0IjsM9VOqVTbtvlaXbJBs3mzr9dq0Eg1oZE0UtJ5ZnYP/tKEX+EvidgA6AIcB3QCbgouvZorY8iQxEwSPHcu9InyfmfLluhz0YhIeah2JoFhwyp5kuCDD4Zvv42M3XIL3HVXJe5EpFZT7ZSKi3XK/o4dfkilSDWjJo1EcM79zsyaA+cDFwDtgFxgHvCoc+7jIPOTCvjySxg4sHQ8Jyf6kFARKTfVzhrmzjvhz3+OjHXqBEuXBpKOSE2l2ikVEuuU/V27os9FI1JNqEkjpTjnfgIeC/1Idff++3B8lHn3du+GunUTn49IDaXaWQN89BEcc0zpuK7YJFJlVDsDsmQczMqCnOWQ3hH6j4LOlTkUsQr9+CMceGDpeH5+9Ks4iVQzatKI1FSvvALRTp8qKIA6mo5KRGSPzZuhefPScTVnRKQmWjIOZoyAgtBM6znL/H1I7kZNrFP2CwujT+wuUk3pk5pITTN1qn+hKtmgKSz0HzjUoBER8Yre2Jds0DinBo2I1FyzsoobNEUKcnw8Gc2Y4Wt1eIMmJaW4VqtBIzWMPq2J1BT/+59/kTr11Mi4XsBEREozKz0sPidHzRkRqflylscXD8orr/haffjhxbH99vN1Oj8/uLxEqpiaNBKVmc00s9+GJnOTZPbMM/4F7LzzIuP6Jlgk4VQ7q4Fol9P+4QdfLzWJukggVDsTLL1jfPFEGzu29Kjwfv18nV69OrC0RBJFTRqJZSjQHvjSzCaY2SlmGoqRVB56yL+AXX55ZFzNGZEg1cjaOW4cZGb6syUzM/39amfgwNLNmVdf9fXygAOCyUlEitTI2pm0+o+ClBKXpk5J9/Eg3Xijr9NXXFEc69DB1+lZswJLSyTR1KSRqJxzi51zWUA34HngSWC5md1hZi2Cza6W+8c//AvYdddFxtWcEQlcTayd48bBiBGwbJkvMcuW+fvVplFz++2+Zn75ZXHs1lv9H3PGGcHlJSJ71MTamdQ6D4OBYyC9E2D+duCY4CYNbtHC1+n77y+OFY2cyc4OJieRAOnqThKTmfUDrgAGAy8D44CjgWnAQcFlVkvdeivcfXfpuBozIkmlptXOrCw/VUu4nBwfH5bEFwHhrbfgtNMiY717w5w5weQjImWqabUz6XUeFvyVnKINlmrQAHJzE5+LSBJRk0aiMrOvgM3AE8CtzrldoUVfmNlRgSVWG119NTz6aOm4mjMiSacm1s7lMeaRjBUP3LJl/pysklQzRZJWTaydUoZYZ7KpTosAatJIbBc4536MtsA5d26ik6mVLroIXnihdFwvYCLJrMbVzo4dfd8jWjyp7Nrlv4EtSTVTpDqocbVTolBzRqRc1KSRqJxzP5rZ6UBvoEFY/K/BZVVL/PKX8PTTpeN6ARNJejWxdo4a5eegCT/lKT3dx5NGtDf+BQV+pmMRSXo1sXZKmGg1unNn+DFqX06k1tO7F4nKzB4BLgKuAwy4AOgUaFI13Tnn+Bex8AZNgwaaEFikGqmJtXPYMBgzBjp18iWqUyd/Pynmo4l2Oe2ffvI1Uw0akWqjJtZOIXqNPu44X6PVoBGJSe9gJJYjnXOXAT855+4AjgD2DzinmunYY/0L2OTJxbFBg/wLmCZOE6luamTtHDYMli6FwkJ/G3iDpmfP0m/8v/vO181mzQJJSUQqpEbWzlorWnPmsst8jZ42LZicRKoRNWkklqLuQI6ZtQfygM4B5lPz9OvnX8A+/LA4dtZZ/gVs+vTg8hKRilDtrEq/+52vm/PnF8cmTPB1s0+f4PISkYpS7awJojVnbr3V1+hop/KLSFRq0kgsr5lZM+CfwNfAUmB8kAnVGB07+hew774rjhV9uzBlSnB5iUhlUO2sCi+84Ovmv/9dHLvhBl83L7oosLSiGTfOX1yqTh1/O25c0BmJVAuqndWVc9GbM/ff75f94x/B5CVSjWniYInKOfe30K8vm9lrQAPn3JYgc6r2GjaMnHkT4Lrr4IEHgslHRCqdamclmzMH+vaNjHXvHjmSJomMGxc5yfKyZf4+JMEpYiJJTLWzGioogNQoHyXHj4ehQxOfj0gNoiaNlGJmLYFLgB6h0Dzg+eAyquaizWiflQV33pn4XESkyqh2VqLNm6F589LxJJ9EPSurdC8+J8fH1aQRia5G184l42BWFuQsh/SO0H8UdK7mxWDXLn9hi5LeeQdOPDHx+YjUQDrdSSKYWU9gDnAosBBYBBwGzDGzHmVtKyVEG/p5993+Q4YaNCI1impnJSks9HWzZIOmmlzlbvny+OIitV2Nrp1LxsGMEZCzDHD+dsYIH6+Otm/39blkg2bePF+f1aARqTQaSSMl/Q24wTn3QnjQzM4DRgHnBZJVdRJt5MzDD8M11yQ+FxFJFNXOiopWO3fuhPr1E5/LPurY0Z/iFC0uIlHV3No5KwsKSgytK8jx8eo0mmbDBmjdunR8xQrIyEh8PiK1gEbSSEl9S75QAjjnXgZ06YyyRBs58/TT/tsFNWhEajrVzn0VrXZmZ/vaWY0aNACjRkF6emQsPd3HRSSqmls7c2IMoYsVTzbLl/vaXLJBs2GDr89q0IhUGTVppKQd+7is9or2AePll/0L2GWXBZOTiCSaame8Tj+9dO388ENfOzt0CCanCho2DMaMgU6d/J/WqZO/r/loRGKqubUzPcYQuljxZPH998UFLNy2bb4+t2wZTF4itYhOd5KS2pjZ76PEDYgy1rEWizY0/6234JRTEp+LiARNtbO8Ro+GP/whMvbvf/tLatcAw4apKSMSh5pbO/uP8nPQhJ/ylJLu48loxgw4/PDS8V27oF69xOcjUoupSSMlPQY0jrHs8UQmkpScgzpRBqBNnw6DBiU+HxFJFqqdezNtGpxwQmTs7LNh0qRA0hGRpFBza2fRvDPJfnWnjz+O/h62oCD6e14RqXJq0kgE59wdQeeQlAoLISWldPzLL2HAgMTnIyJJRbWzDCtWlJ45t04d/wFARGq1Gl87Ow9LvqZMkddfhzPOKB0vusqeiARG7VGRshS9UJVs0Hz3nR9VowaNiEh0eXm+fpZs0DiXdA2aceMgM9P3jjIz/X0RkRrpued8bS7ZoHHO/6hBIxI4jaQRiSY/H+rWLR1ftAi6dEl8PiIi1Um0N/lJ+u3suHEwYgTkhKaNWLbM3wfNLSMiNcgDD0Sf+8u5xOciImXSSBqRcLt3+w8RJRs069f7FzE1aEREYjvkkNKNmC1bkvrb2ays4gZNkZwcHxcRqfZuu83X35INmqKRMyKSdDSSRqIys2bAZUAmYc8T59z1AaVUtXJzIT29dPynn6BZs4SnIyLVU62rnUWuvRb+85/I2IoVkJERTD5xWL48vriIVL5aWzur0jXXwCOPlI6rMSOS9NSkkVjeAD4HvgMKA86l6mzfDo2jXFRg69bocRGRstWO2lnkiSfgqqsiY59/Hv0yrkmqY0d/ilO0uIgkTO2qnVXpnHNg8uTI2H77werVgaQjIvFTk0ZiaeCc+33QSVSZLVuij5DJyYG0tISnIyI1RqXXTjO7AfgVYMBjzrl/m1kLYCL+W+elwIXOuZ8qc79linbJ1mefhUsvTVgKlWXUqMg5acAPrBw1KricRGqhmv2+MxGOPBI++ywyduihMHNmMPmIyD7TnDQSy7Nm9isza2dmLYp+gk6qwjZu9OfllmzQ7Nzph3+qQSMiFVOptdPM+uAbNAOB/sAZZtYVuBV4zznXFXgvdL/qLVvma2h4g+amm3z9rIYNGvCTA48ZA506+T+tUyd/X5MGiyRUzXzfmQhFxSu8QXPmmb4uq0EjUi1pJI3Eshv4J5AFFJ286oADAsuoIrZvh8MOg/nzI+N5eZCq/wYiUmkqu3b2BD53zuUAmNmHwDnAEODY0DpPAx8At5SZ2LrdZD8UeV5Po4Ma0+zoFhTuLmTVmBWltmkysClNBjajYO0WVl872QfPHxta2JSm1x5P44ObkPdTHmvHrSq1fbNjW9CoT2N2r9vFuhfWlFre4qRWpHdvyK6VO1k/aW2p5S1Pb01a53Ryl+Sw8fX1pZa3Pqct9Ts0IGfBDja9s6HU8jYX7ke9NvXZPmcbmz/YVGp522Htqdu8Lmf12srPR4YNRPoJsh+Cdr/sQEqjVLbO2MzWGVtKbd9+xP7UqVeHzR9vYvu320otz7i2k3+49zeyY+72iGVW1+jwa39O1ca315O7MHL24joNU2h/hZ/TZ8Nr69i5NDdieWqzVPa7tAMA6yetYdfKXRHL67auR9uL2gGwduJq8tbvjlhev0N9Wp+zHwBrnltJ/ub8iOUNMtNodUYbAFY9lU3hjsjLpqd1S6flya0BWPnoclxe5DwXDXs3ovlxLQFKPe8gjufe9nxWj11ZannTo5rXiOfetm+2suWT0oPgqtNzr5LUrPediVCnTun5Za66Ch57LJh8RKTSaCSNxPJ7oItzLtM51zn0s9cXSjN70szWmdmcsFgLM3vHzBaFbpuHLfujmS02swVmdkqV/CWjR/v5ZcIbNPn5/oUtSRs02VOm8O6gQbzapQvvDhpE9pQpQackIuWzT7WzDHOAY8yspZmlA4OB/YG2zrnVAKHbNtE2NrMRZjbTzGbm5eXFv3fn4PTTITMzMv7zY+Hgg+N/PBGR6Cq7dtZcZv4nvEHzf//n76tBI1IjmNMM3xKFmb0CDC369jaO7Y4BtgPPOOf6hGL3AJucc3eZ2a1Ac+fcLWbWCxiPH8bfHngX6OacK4jx8AAMGDDAzYxn+OaQIfDKK/C738G99ybtZWCLZE+ZwuysLApyi7+5SklLo9+oUWQMGRJgZiI1m5l95ZwbUMHH2KfauZfHHA78Fl9bvwdygSucc83C1vnJOdc8+iN4cdfOF1+ECy+MjGn0oYiUkKy1s7LEXTurSrT3r/fd59/fiki1U1bt1DstiaUA+NbM3gf2jKHe26UQnXPTzSyzRDjWsPwhwATn3C5giZktxjdsSsx6VkHVbBTK/NGjIxo0AAW5ucwfPVpNGpHkt0+1syzOuSeAJwDM7O9ANrDWzNo551abWTtgXcXSjuK///W3AwbA9Omas0tEqlKl184aI1pzZuxYuPzyhKciIomhJo3EMjn0UxkihuWbWdGw/A74yy0WyQ7FSjGzEcAIgI41/LqouTEukRgrLiJJZTKVVzsBMLM2zrl1ZtYROBc4AugMXA7cFbqt/G701Kn+tm7dSn9oEZESJlPJtbNac87POVPSlClw1lmJz0dEEkpNGonKOfe0mdUDuoVCC5xz+zChQZminXcU9fw759wYYAz4YaeVnEdSSWvXjtxVpSdBTGvXLoBsRCQeVVQ7XzazlkAe8Fvn3E9mdhfwQuhUqOXABRXcR2lqzohIgiTofWfyi9Wc+eAD+PnPE56OiARDTRqJysyOxZ+atBTfTNnfzC53zk3fh4eLNSw/Gz8BZpEMoHR3opbpMXJk1DlpeowcGWBWIlIelVw7AXDODYoS2wicsK+PKSKSTKqidlYrBQXR5/v6+mtN0i5SC+nqThLLvcDJzrmfO+eOAU4B/rWPj/UKfjg+RA7LfwUYamb1zawz0BWYUYGca4SMIUPoN2oUae3bgxlp7dtr0mCR6qMya6eISG1R6bXTzG4wszlmNtfMbgzFYl5xNBC7d/s5Z0o2aFat8qNqkr1Bs2QcTM6E5+v42yXjgs5IpEbQSBqJpa5zbkHRHefcQjPb69h3MxuPnyS4lZllA7fj50woNSzfOTfXzF7AX60kHz+Mv8wrO9UWGUOGqCkjUj3tU+0UEanlKrV2mlkf4Ff4C1LsBt4ys9dDsffCrjh6K/5iFomVkwMNG5aOb9wILVokPJ19smQczBgBBaELcuUs8/cBOg8LLi+RGkBNGollppk9ATwbuj8M+GpvGznnLo6xKOqwfOfcKGDUPmUoIpJ89ql2iojUcpVdO3sCnxdd0tvMPgTOIfYVR2PavW432Q8ti4g1OqgxzY5uQeHuQlaNWVFqmyYDm9JkYDMKtuezeuzK4gX5+fDJxzSdPYHGQF6j/Vh76l1w9CBISYHntwHbaHZsCxr1aczudbtY98KaUo/f4qRWpHdvyK6VO1k/aW2p5S1Pb01a53Ryl+Sw8fX1pZa3Pqct9Ts0IGfBDja9s6HU8jYX7ke9NvXZPmcbmz/YVGp522HtqTsri23rjmHL+qGRC+el0m5kPimNUtk6YzNbZ2wptX37EftTp14dNn+8ie3fbiu1POPaTgD89P5GdszdHrHM6hodfu0vIrLx7fXkLoy8anudhim0vyIDgA2vrWPn0sgrpqY2S2W/S/11StZPWsOulbsiltdtXY+2F/l5INdOXE3e+t0Ry+t3qE/rc/YDYM1zK8nfnB+xvEFmGq3O8NdIWfVUNoU7Ir9/TuuWTsuTWwOw8tHluLzIqTYb9m5E8+NaApR63kEFnnshTY9qTuODm5D3Ux5rx5WeZaJaPPea12XbN1vZ8slPpZa3+2WHavPcK4uaNBLLNcBvgevx5wZPBx4ONCMRkeSn2ikiEr/Krp1zgFGhSddzgcHATGJfcTRC+FVFe+zXowJphOTthk8/LR1ftAhe2ljxxw9CznJ8L6yEwp0JT0WkpjHnavSFcqQCQrPsd8dfcSlpZtkfMGCAmzlzZtBpiEgNY2ZfOecGVMLjqHaKSK2RrLUzdJr9b4Ht+FPrc4ErnHPNwtb5yTlX5rw0FaqdK1ZAx46l47t3V/8r6E3O9Kc4lZTeCc5emuhsRKqdsmqnJg6WqEKz7C8CHsJ/k7HQzI4JMidJvOwpU3h30CBe7dKFdwcNInvKlL1vJFKLqXaKiMSvKmqnc+4J59whoYmIN4Uef23oSqOUuOJo5dq40U8IXLJBU1DgJwROpgbNvk7+238UpKRHxlLSfTyReYjUQDrdSWIpmmV/AYCZdQPGA4cGmpUkTPaUKRGXAs9dtYrZWVkAmtRYJDbVThGR+FV67TSzNs65dWbWETgXOALojL/S6F1EXnG08px7LkyaFBkrLPRNm2RTkcl/i5bPyvKnPqV39A2afZk0WJMQi0TQSBqJpdQs+0AStf2lqs0fPXpPg6ZIQW4u80ePDigjkWpBtVNEJH5VUTtfNrPvgVfxVxD9Cd+cOcnMFgEnhe5XHudg6lT/+6hR/r5zydmgAd9gKYic/JSCHB8vj87D/KlNlxT6231tqFQ0D5EaRiNpJBZdoaSWy129Oq64iACqnSIi+6LSa6dzblCU2EZiXHG0UpjBjh1V9vCVLmd5fPGanodIktBIGonlGmAufpb9G/ATrl0daEaSUGnt2sUVFxFAtVNEZF+odgYhPcqkxmXFa3oeIklCTRqJyjm3yzl3n3PuXOfcOc65fznndgWdlyROj5EjSUlLi4ilpKXRY+TIgDISSX6qnSIi8VPtDEhlT/5b3fMQSRI63UkimNl3+EsfRuWc65fAdCRARZMDzx89mtzVq0lr144eI0dq0mCRKFQ7RUTip9oZsMqc/Lcm5CGSJNSkkZLOCDoBSR4ZQ4aoKSNSPqqdIiLxU+0MWudhydEMSZY8RJKAmjQSwTm3rGTMzFoBG51zMb/pEBGpzVQ7RUTip9opIlKa5qSRCGb2MzP7wMz+Z2YHm9kcYA6w1sxODTo/EZFkpNopIhI/1U4RkdI0kkZKegj4P6ApMA04zTn3uZn1AMYDbwWZnIhIklLtFBGJn2qniEgJGkkjJaU65952zr0IrHHOfQ7gnJsfcF4iIslMtVNEJH6qnSIiJahJIyUVhv2eW2KZzg0WEYlOtVNEJH6qnSIiJeh0Jympv5ltBQxIC/1O6H6D4NISEUlqqp0iIvFT7RQRKUEjaSSCcy7FOdfEOdfYOZca+r3oft2g8xMRSUaqnVIdjBsHmZlQp46/HTcu6IyktlPtFBEpTSNpRERERGq4ceNgxAjIyfH3ly3z9wGGDQsuLxEREYmkkTQiIiIiNVxWVnGDpkhOjo+LiIhI8lCTRkRERKSGW748vriIiIgEQ00aERERkRquY8f44iIiIhIMNWlEREREarhRoyA9PTKWnu7jIiIikjzUpBERERGp4YYNgzFjoFMnMPO3Y8Zo0mAREZFko6s7iYiIiNQCw4apKSMiIpLsNJJGRERERERERCQJqEkjIiIiIiIiIpIE1KQREREREREREUkCatKIiIiIiIiIiCQBNWlERERERERERJKAmjQiIiIiIiJBWzIOJmfC83X87ZJxQWckIgFQk0ZEREQq1bhxkJkJder423H6nCEiUrYl42DGCMhZBjh/O2OEGjUitZCaNFJrZE+ZwruDBvFqly68O2gQ2VOmBJ2SiEiNM24cjBgBy5aBc/52xAg1akREyjQrCwpyImMFOT4uIrWKmjRSK2RPmcLsrCxyV60C58hdtYrZWVlq1IiIVLKsLMgp8TkjJ8fHRUQkhpzl8cVFpMZSk0ZqhfmjR1OQmxsRK8jNZf7o0QFlJCJSMy2P8XkiVlxERID0jvHFRaTGUpNGaoXc1avjiouIyL7pGOPzRKy4iIgA/UdBSnpkLCXdxyVYmtBZEkxNGqkV0tq1iysuIpIszOx3ZjbXzOaY2Xgza2BmLczsHTNbFLptHnSeRUaNgvQSnzPS031cRERi6DwMBo6B9E6A+duBY3xcgqMJnSUAatJIrdBj5EhS0tIiYilpafQYOTKgjERE9s7MOgDXAwOcc32AFGAocCvwnnOuK/Be6H5SGDYMxoyBTp3AzN+OGePjIiJShs7D4OylcEmhv1WDJnia0FkCkBp0AiKJkDFkCODnpsldvZq0du3oMXLknriISBJLBdLMLA9IB1YBfwSODS1/GvgAuCWI5KIZNkxNGRERqQE0obMEQE0aqTUyhgxRU0ZEqhXn3EozGw0sB3KBt51zb5tZW+fc6tA6q82sTbTtzWwEMAKgoyaFERERiU96x9CpTlHiIlVEpzuJiIgkqdBcM0OAzkB7oKGZXVre7Z1zY5xzA5xzA1q3bl1VaYqIiNRMmtBZAqAmjYiISPI6EVjinFvvnMsD/gccCaw1s3YAodt1AeYoIiJSM2lCZwmATncSERFJXsuBn5lZOv50pxOAmcAO4HLgrtDtlMAyFBERqck6D1NTRhJKTRoREZEk5Zz7wsxeAr4G8oFvgDFAI+AFMxuOb+RcEFyWIiIiIlJZ1KQRERFJYs6524HbS4R34UfViIiIiEgNojlpRERERERERESSgJo0IiIiIiIiIiJJQE0aEREREREREZEkoCaNiIiIiIiIiEgSUJNGEsbMbjCzOWY218xuDMVamNk7ZrYodNs84DRFREREREREAqEmjSSEmfUBfgUMBPoDZ5hZV+BW4D3nXFfgvdB9ERERERERkVpHl+CWROkJfO6cywEwsw+Bc4AhwLGhdZ4GPgBuKeuBdq/bTfZDyyJijQ5qTLOjW1C4u5BVY1aU2qbJwKY0GdiMgu35rB67stTypkc1p/HBTcj7KY+141aVWt7s2BY06tOY3et2se6FNaWWtzipFendG7Jr5U7WT1pbannL01uT1jmd3CU5bHx9fanlrc9pS/0ODchZsINN72wotbzNhftRr019ts/ZxuYPNpVa3nZYe+o2r8u2b7ay5ZOfSi1v98sOpDRKZeuMzWydsaXU8vYj9qdOvTps/ngT27/dVmp5xrWdAPjp/Y3smLs9YpnVNTr8uiMAG99eT+7CnIjldRqm0P6KDAA2vLaOnUtzI5anNktlv0s7ALB+0hp2rdwVsbxu63q0vagdAGsnriZv/e6I5fU71Kf1OfsBsOa5leRvzo9Y3iAzjVZntAFg1VPZFO4oiFie1i2dlie3BmDlo8txeS5iecPejWh+XEuAUs870HOvJj33RESk5jCz3wFXAQ74DrgCSAcmApnAUuBC51zpFy8RkQBpJI0kyhzgGDNraWbpwGBgf6Ctc241QOi2TbSNzWyEmc00s5l5eXkJS1pEREREqhcz6wBcDwxwzvUBUoChaAS3iFQD5pzb+1oilcDMhgO/BbYD3wO5wBXOuWZh6/zknCtzXpoBAwa4mTNnVmWqIlILmdlXzrkBQedRVVQ7RaQqJGPtDDVpPsefYr8VmAw8ADwIHOucW21m7YAPnHPdy3os1U4RqQpl1U6NpJGEcc494Zw7xDl3DLAJWASsDb1IErpdF2SOIiIiIlK9OedWAqOB5cBqYItz7m32YQT3+vWlTxUWEalKatJIwphZm9BtR+BcYDzwCnB5aJXLgSnBZCciIiIiNUHoaqFDgM5Ae6ChmV1a3u2dc2OccwOccwNat25dVWmKiESliYMlkV42s5ZAHvBb59xPZnYX8ELoVKjlwAWBZigiIiIi1d2JwBLn3HoAM/sfcCShEdxhpztpBLeIJB01aSRhnHODosQ2AicEkI6IiIiI1EzLgZ+FLlaRi3+vORPYgR+5fRcawS0iSUpNGhERERERqTGcc1+Y2UvA10A+8A0wBmiERnCLSJJTk0ZERERERGoU59ztwO0lwrvQCG4RSXKaOFhEREREREREJAmoSSMiIiIiIiIikgTUpBERERERERERSQJq0oiIiIiIiIiIJAE1aUREREREREREkoCaNCIiIiIiIiIiSUBNGhGplrKnTOHdQYN4tUsX3h00iOwpU4JOSUREREREpEJSg05ARCRe2VOmMDsri4LcXAByV61idlYWABlDhgSZmoiIiIiIyD7TSBoRqXbmjx69p0FTpCA3l/mjRweUkYiIiIiISMWpSSMi1U7u6tVxxUVERERERKoDNWlEpNpJa9curriIiIiIiEh1oCaNiFQ7PUaOJCUtLSKWkpZGj5EjA8pIRERERESk4jRxsIhUO0WTA88fPZrc1atJa9eOHiNHatJgERERERGp1tSkEZFqKWPIEDVlRERERESkRtHpTiIiIiIiIiIiSUBNGhERERERERGRJKAmjYiIiIiIiIhIElCTRkREREREREQkCahJIyIiIiIiIiKSBNSkERERERERERFJAmrSiIiIiIiIiIgkATVpRERERERERESSgJo0IiIiIiIiIiJJQE0aEREREREREZEkoCaNyF5kT5nCu4MG8WqXLrw7aBDZU6YEnZKI1BJm1t3Mvg372WpmN5pZCzN7x8wWhW6bV8X+x42DzEyoU8ffjhtXFXsREalhloyDyZnwfB1/u0TFU0TKT00akTJkT5nC7KwscletAufIXbWK2VlZatSISEI45xY45w5yzh0EHArkAJOAW4H3nHNdgfdC9yvVuHEwYgQsWwbO+dsRI9SoEREp05JxMGME5CwDnL+dMUKNGhEpNzVpRMowf/RoCnJzI2IFubnMHz06oIxEpBY7AfjBObcMGAI8HYo/DZxd2TvLyoKcnMhYTo6Pi4hIDLOyoKBE8SzI8XERkXJQk0akDLmrV8cVFxGpQkOB8aHf2zrnVgOEbttE28DMRpjZTDObuX79+rh2tnx5fHEREQFyYhTJWHERkRLUpBEpQ1q7dnHFRUSqgpnVA84CXoxnO+fcGOfcAOfcgNatW8e1z44d44uLiAiQHqNIxoqLiJSgJo1IGXqMHElKWlpELCUtjR4jRwaUkYjUUqcBXzvn1oburzWzdgCh23WVvcNRoyA9PTKWnu7jIiISQ/9RkFKieKak+7iISDmoSSNShowhQ+g3ahRp7duDGWnt29Nv1CgyhgwJOjURqV0upvhUJ4BXgMtDv18OVPps5sOGwZgx0KkTmPnbMWN8XEREYug8DAaOgfROgPnbgWN8XESkHFKDTkAk2WUMGaKmjIgExszSgZOAX4eF7wJeMLPhwHLggqrY97BhasqIiMSt8zA1ZURkn6lJIyIiksScczlAyxKxjfirPYmIiIhIDaLTnUREREREREREkoCaNCIiIiIiIiIiSUBNGhERERERERGRJKAmjYiIiIiIiIhIElCTRkREREREREQkCahJIyIiIiIiIiKSBMw5F3QOInExs/XADmBD0LlE0QrlFQ/lFR/lFZ948+rknGtdVckETbVznyiv+Civ+CRjXvuSk2pncJLxOQTKKx7JmBMor3hVau1Uk0aqJTOb6ZwbEHQeJSmv+Civ+Civ+CRrXkFK1mOivOKjvOKjvMovGXNKBsl6XJRXfJIxr2TMCZRXvCo7L53uJCIiIiIiIiKSBNSkERERERERERFJAmrSSHU1JugEYlBe8VFe8VFe8UnWvIKUrMdEecVHecVHeZVfMuaUDJL1uCiv+CRjXsmYEyiveFVqXpqTRkREREREREQkCWgkjYiIiIiIiIhIElCTRkREREREREQkCahJI0nPzLqb2bdhP1vN7EYz+4uZrQyLD05ALk+a2TozmxMWa2Fm75jZotBt87BlfzSzxWa2wMxOSXBe/zSz+WY228wmmVmzUDzTzHLDjtsjCc4r5r9bIo5XjJwmhuWz1My+DcUTeaz2N7P3zWyemc01sxtC8UCfX2XkFejzq4y8An1+JQvVzX3OS3UzvrxUO+PPS7Uzial27nNeqp3x5aXaGX9egT3HAqmbzjn96Kfa/AApwBqgE/AXYGSC938McAgwJyx2D3Br6PdbgbtDv/cCZgH1gc7AD0BKAvM6GUgN/X53WF6Z4esFcLyi/rsl6nhFy6nE8nuB2wI4Vu2AQ0K/NwYWho5JoM+vMvIK9PlVRl6BPr+S8Ud1M668VDfjyKvEctXO8uWl2llNflQ748pLtTOOvEosV+0sX16BPceCqJsaSSPVzQnAD865ZUHs3Dk3HdhUIjwEeDr0+9PA2WHxCc65Xc65JcBiYGCi8nLOve2cyw/d/RzIqIp9x5tXGRJyvMrKycwMuBAYX9n73Rvn3Grn3Neh37cB84AOBPz8ipVX0M+vMo5XLAn7/5iEVDfLmVfQz+tYeZUh0ONVRLWz/HkF/RxT7YyLamc58wr6eR0rrzKodqp2VjinMjap8LFSk0aqm6FEFrJrQ8PengwfjpdgbZ1zq8H/JwbahOIdgBVh62VT9n/oqnQl8GbY/c5m9o2ZfWhmgwLIJ9q/WzIcr0HAWufcorBYwo+VmWUCBwNfkETPrxJ5hQv0+RUlr2R9fgVFdXPfqG6Wn2pn+fMKp9qZ3FQ7941qZ/mpdpY/r3CBPccSVTfVpJFqw8zqAWcBL4ZC/wUOBA4CVuOHCyYTixJL+DXvzSwLyAfGhUKrgY7OuYOB3wPPm1mTBKYU698tGY7XxUS+IUv4sTKzRsDLwI3Oua1lrRolVmXHK1ZeQT+/ouSVzM+vhFPd3MckVDfjpdoZa2eqndWSauc+JqHaGS/Vzlg7S8Lamci6qSaNVCenAV8759YCOOfWOucKnHOFwGMEN/x2rZm1AwjdrgvFs4H9w9bLAFYlMjEzuxw4AxjmQidJhobebQz9/hX+PMluicqpjH+3QI+XmaUC5wITw3JN6LEys7r44j/OOfe/UDjw51eMvAJ/fkXLK1mfXwFS3YxT0M/raJL5ea3aGXdegT/HVDvLRbUzTkE/r6NJ5ue1amfceQX6HEt03VSTRqqTiG5zUQEJOQeYU2qLxHgFuDz0++XAlLD4UDOrb2adga7AjEQlZWanArcAZznncsLirc0sJfT7AaG8fkxgXrH+3QI9XsCJwHznXHZRIJHHyswMeAKY55y7L2xRoM+vWHkF/fwqI69kfX4FRXUzDkE/r8vIK5mf16qdceQV9HNMtbPcVDvjEPTzuoy8kvl5rdoZR15BPscCqZsuAbNH60c/Ff0B0oGNQNOw2LPAd8Ds0H+GdgnIYzx+OFsevks6HGgJvAcsCt22CFs/C9/RXQCcluC8FuPPh/w29PNIaN3zgLn4Wce/Bs5McF4x/90Scbyi5RSKjwWuLrFuIo/V0fihkLPD/s0GB/38KiOvQJ9fZeQV6PMrmX5Q3dyXvFQ348grFB+Lamc8eal2JvkPqp37kpdqZxx5heJjUe2MJ6/AnmNl5FRlzy8LPYiIiIiIiIiIiARIpzuJiIiIiIiIiCQBNWlERERERERERJKAmjQiIiIiIiIiIklATRoRERERERERkSSgJo2IiIiIiIiISBJQk0ZEREREREREJAmoSSMiIiIiIiIikgTUpBERSTJm1tPMHjGzl8zsmqraRkSkJlHtFBGJn2pn8lGTRqQGMrN/mdmNYfenmtnjYffvNbPfm9mn+/DYfzGzkVHiWWY218xmm9m3Znb4Pv8BFcgjtGw/M5tgZj+Y2fdm9oaZdSvjsTLNbE4V5ZJmZh+aWUp5H885N885dzVwITAg7LEeNbOjyruNmdUzs+lmlhrP3yNSW6l2qnaG1lftFImDaqdqZ2h91c5KoiaNSM30KXAkgJnVAVoBvcOWHwl84pw7sjJ2ZmZHAGcAhzjn+gEnAisq47H3IRcDJgEfOOcOdM71Av4PaBtEPsCVwP+ccwXxbGRmZwEfA++FhQ8HPi/vNs653aHfL4ozZ5HaSrVTtVO1UyR+qp2qnaqdlUhNGpGa6RNCL5b4F8k5wDYza25m9YGewDdmth32dPTnmdljoW8l3jaztKIHC31bscDM3gW6R9lfO2CDc24XgHNug3NuVehx55vZ06FvOl4ys/Swx73UzGaEvgF5tKjrX0Z8b3kAHAfkOeceKQo45751zn1U8psLMxtpZn8J3U2NlmcFcwEYBkwJO87zzexxM5tjZuPM7EQz+8TMFpnZwLCcXwm9mRkW2rYnsNA5V2BmDc3sdTObFXqci6JtEzK5xH0RiU21U7WzyGRUO0XKS7VTtbPIZFQ7K0xNGpEayDm3Csg3s474F83PgC+AI/BDEmeHut3hugL/cc71BjYD5wGY2aHAUOBg4FzgsCi7fBvY38wWmtnDZvbzsGXdgTGhbzq2Ar8JPW5PfKf9KOfcQUABMKyMeHnyAOgDfLW3YxRFqTwrmouZ1QMOcM4tDQt3Ae4H+gE9gEuAo4GR+G9eMLNjzewBM3sUeCO03WnAW6HfTwVWOef6O+f6AG/F2Ab8G6VYx0pEwqh2qnaG7U+1U6ScVDtVO8P2p9pZCXS+mEjNVfStxpHAfUCH0O9b8MNSS1rinPs29PtXQGbo90HAJOdcDoCZvVJyQ+fc9tALyCD8NwoTzexW4ANghXPuk9CqzwHXA6OBE4BDgS/NDCANWAc0iRFvsbc8KihanjsrmEsr/BuPcEucc9+FtpsLvOecc2b2HaFj7pz7AH/swp0CXBH6/TtgtJndDbzmnPsotH7JbQh9A7LbzBo757aVeQREBFQ746XaKSKg2hkv1U6JSSNpRGquovOD++K72p/jv9E4Ev9CWtKusN8LiGziuv9v735CbArDOI5/n5SxGDWZmoUFNpoNxZSsLRWLKRsLWVFiITslZGNhoyyslZSSrCchEquhJv8VliJ2Qw3zWLxHc+fOde/cezHH+H7q1py3c97z3Fn83nrP+57b6WaZ+T0z72TmKeAI1RORFtf+PA7gUmZuqT6jmXm6Tfui6gCeUAa4Vr4xP/dWtair8bjfWr403QPm/59nG45n+cXEebUEdqh6UkVmvqR8xyngbESc7FDHAGXgl9SZ2bmQ2SmpE7NzIbNTPXGSRlq+7lNeqvapGsg+AUOUAfNBF/3cBcajvC1+NbC7+YSIGI2IjQ1NW4B31d/rorzgDWAv5QVjUF4sticiRqo+1kTE+jbtHeuo3AIGIuJAQ33bqqWw74GRiBiOskd6V8N1rersq5bM/AysiIjmAbNbO4DbDd9nLTCdmZcpT4fGfnVhRAwDHzJzps8apP+F2TlXn9lpdkqLZXbO1Wd2mp19cbuTtHxNUZY9XmlqG8zMj4vtJDMnI+Iq8JgyAN5rcdogcCEihihPDV4DB6v2Z8D+KHtWXwEXq36fRsQJYCLKLwHMAIcz82Gb9k51UC3hHAfOV0tfvwJvgaOZORMRZyj7pN8AzxsuXVBnZk73U0tlgrL392abczrZCVxrON4MnIuI2aqmQ22u3cH8vcKS2jM7zU4wO6VumZ1mJ5idv0VkLmbllCR1LyI2UPaublrqWpZKRGwFjmXmvj76mAS29/JUIiKuA8cz80Wv95f0d5mdZqek7pmdZudy4XYnSfqDMvMRcDuqn1DssY+xHgfKlcANB0pJ/xqzU5K6Z3YuD66kkSRJkiRJqgFX0kiSJEmSJNWAkzSSJEmSJEk14CSNJEmSJElSDThJI0mSJEmSVANO0kiSJEmSJNWAkzSSJEmSJEk14CSNJEmSJElSDThJI0mSJEmSVAM/AFOoq8jfoXMpAAAAAElFTkSuQmCC\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,windjan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,windfeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,windmar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Wind Speed Cubed ($\\mathregular{m^3}$/$\\mathregular{s^3}$)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Wind Speed Cubed by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "# ---------- Jan ---------\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(windjan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Wind Speed Cubed ($\\mathregular{m^3}$/$\\mathregular{s^3}$)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(windjan,yearday1)\n", "ax2[0].plot(windjan, y, 'r', label='Fitted Line')\n", "ax2[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2,transform=ax.transAxes)\n", "ax2[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[1].plot(windjan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Wind Speed Cubed ($\\mathregular{m^3}$/$\\mathregular{s^3}$)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(windjan,yearday2)\n", "ax2[1].plot(windjan, y, 'r', label='Fitted line')\n", "ax2[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2,transform=ax.transAxes)\n", "ax2[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[2].plot(windjan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Wind Speed Cubed ($\\mathregular{m^3}$/$\\mathregular{s^3}$)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "y,r2,m,b=bloomdrivers.reg_r2(windjan,yearday3)\n", "ax2[2].plot(windjan, y, 'r', label='Fitted line')\n", "ax2[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2,transform=ax.transAxes)\n", "ax2[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[1].set_title('Bloom Date vs. January Average Wind Speed Cubed')\n", "\n", "# ---------- Feb ---------\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(windfeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Wind Speed Cubed ($\\mathregular{m^3}$/$\\mathregular{s^3}$)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(windfeb,yearday1)\n", "ax3[0].plot(windfeb, y, 'r', label='Fitted line')\n", "ax3[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2,transform=ax.transAxes)\n", "ax3[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[1].plot(windfeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Wind Speed Cubed ($\\mathregular{m^3}$/$\\mathregular{s^3}$)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(windfeb,yearday2)\n", "ax3[1].plot(windfeb, y, 'r', label='Fitted line')\n", "ax3[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2,transform=ax.transAxes)\n", "ax3[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[2].plot(windfeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Wind Speed Cubed ($\\mathregular{m^3}$/$\\mathregular{s^3}$)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "y,r2,m,b=bloomdrivers.reg_r2(windfeb,yearday3)\n", "ax3[2].plot(windfeb, y, 'r', label='Fitted line')\n", "ax3[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2,transform=ax.transAxes)\n", "ax3[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[1].set_title('Bloom Date vs. February Average Wind Speed Cubed')\n", "\n", "# ---------- March ---------\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(windmar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Wind Speed Cubed ($\\mathregular{m^3}$/$\\mathregular{s^3}$)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(windmar,yearday1)\n", "ax4[0].plot(windmar, y, 'r', label='Fitted line')\n", "ax4[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[1].plot(windmar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Wind Speed Cubed ($\\mathregular{m^3}$/$\\mathregular{s^3}$)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax4[1].set_title('Bloom Date vs. March Average Wind Speed Cubed')\n", "y,r2,m,b=bloomdrivers.reg_r2(windmar,yearday2)\n", "ax4[1].plot(windmar, y, 'r', label='Fitted line')\n", "ax4[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[2].plot(windmar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Wind Speed Cubed ($\\mathregular{m^3}$/$\\mathregular{s^3}$)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "y,r2,m,b=bloomdrivers.reg_r2(windmar,yearday3)\n", "ax4[2].plot(windmar, y, 'r', label='Fitted line')\n", "ax4[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Monthly average solar radiation (January-March)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,solarjan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,solarfeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,solarmar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Solar Irradiance (W/$\\mathregular{m^2}$)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Solar Irradiance by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "ax.invert_yaxis()\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "# ----Jan----\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(solarjan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Solar Irradiance (W/$\\mathregular{m^2}$)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(solarjan,yearday1)\n", "ax2[0].plot(solarjan, y, 'r', label='Fitted line')\n", "ax2[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[1].plot(solarjan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Solar Irradiance (W/$\\mathregular{m^2}$)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(solarjan,yearday2)\n", "ax2[1].plot(solarjan, y, 'r', label='Fitted line')\n", "ax2[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[2].plot(solarjan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Solar Irradiance (W/$\\mathregular{m^2}$)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax2[1].set_title('Bloom Date vs. January Average Solar Irradiance')\n", "y,r2,m,b=bloomdrivers.reg_r2(solarjan,yearday3)\n", "ax2[2].plot(solarjan, y, 'r', label='Fitted line')\n", "ax2[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# ----Feb----\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(solarfeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Solar Irradiance (W/$\\mathregular{m^2}$)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(solarfeb,yearday1)\n", "ax3[0].plot(solarfeb, y, 'r', label='Fitted line')\n", "ax3[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[1].plot(solarfeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Solar Irradiance (W/$\\mathregular{m^2}$)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(solarfeb,yearday2)\n", "ax3[1].plot(solarfeb, y, 'r', label='Fitted line')\n", "ax3[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[2].plot(solarfeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Solar Irradiance (W/$\\mathregular{m^2}$)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "y,r2,m,b=bloomdrivers.reg_r2(solarfeb,yearday3)\n", "ax3[2].plot(solarfeb, y, 'r', label='Fitted line')\n", "ax3[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "ax3[1].set_title('Bloom Date vs. February Average Solar Irradiance')\n", "\n", "# ----March----\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(solarmar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Solar Irradiance (W/$\\mathregular{m^2}$)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(solarmar,yearday1)\n", "ax4[0].plot(solarmar, y, 'r', label='Fitted line')\n", "ax4[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[1].plot(solarmar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Solar Irradiance (W/$\\mathregular{m^2}$)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(solarmar,yearday2)\n", "ax4[1].plot(solarmar, y, 'r', label='Fitted line')\n", "ax4[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[2].plot(solarmar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Solar Irradiance (W/$\\mathregular{m^2}$)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "y,r2,m,b=bloomdrivers.reg_r2(solarmar,yearday3)\n", "ax4[2].plot(solarmar, y, 'r', label='Fitted line')\n", "ax4[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "ax4[1].set_title('Bloom Date vs. March Average Solar Irradiance')\n", "\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Monthly average surface temperature (January-March)" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,tempjan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,tempfeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,tempmar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Surface Temperature ($^\\circ$C)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Surface Conservative Temperature by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "ax.invert_yaxis()\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "# JAN\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(tempjan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Surface Temperature ($^\\circ$C)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(tempjan,yearday1)\n", "ax2[0].plot(tempjan, y, 'r', label='Fitted line')\n", "ax2[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[1].plot(tempjan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Surface Temperature ($^\\circ$C)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(tempjan,yearday2)\n", "ax2[1].plot(tempjan, y, 'r', label='Fitted line')\n", "ax2[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[2].plot(tempjan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Surface Temperature ($^\\circ$C)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "y,r2,m,b=bloomdrivers.reg_r2(tempjan,yearday3)\n", "ax2[2].plot(tempjan, y, 'r', label='Fitted line')\n", "ax2[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "\n", "ax2[1].set_title('Bloom Date vs. January Average Surface Conservative Temperature')\n", "\n", "# FEB\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(tempfeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Surface Temperature ($^\\circ$C)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(tempfeb,yearday1)\n", "ax3[0].plot(tempfeb, y, 'r', label='Fitted line')\n", "ax3[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[1].plot(tempfeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Surface Temperature ($^\\circ$C)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(tempfeb,yearday2)\n", "ax3[1].plot(tempfeb, y, 'r', label='Fitted line')\n", "ax3[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[2].plot(tempfeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Surface Temperature ($^\\circ$C)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "y,r2,m,b=bloomdrivers.reg_r2(tempfeb,yearday3)\n", "ax3[2].plot(tempfeb, y, 'r', label='Fitted line')\n", "ax3[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "\n", "ax3[1].set_title('Bloom Date vs. February Average Surface Conservative Temperature')\n", "\n", "# MARCH\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(tempmar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Surface Temperature ($^\\circ$C)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(tempmar,yearday1)\n", "ax4[0].plot(tempmar, y, 'r', label='Fitted line')\n", "ax4[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[1].plot(tempmar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Surface Temperature ($^\\circ$C)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(tempmar,yearday2)\n", "ax4[1].plot(tempmar, y, 'r', label='Fitted line')\n", "ax4[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[2].plot(tempmar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Surface Temperature ($^\\circ$C)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax4[1].set_title('Bloom Date vs. March Average Surface Conservative Temperature')\n", "y,r2,m,b=bloomdrivers.reg_r2(tempmar,yearday3)\n", "ax4[2].plot(tempmar, y, 'r', label='Fitted line')\n", "ax4[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Monthly average surface salinity (January-March)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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rxAKj0G7EF862419/s/L1zyUwmTB+dMtn5I0wuhxf5FkcuO+rBJ8KGLQr/OTkW/DP92DgrMCpmgd7vZSXh4ELza+olX8epJL8/YiIRDxzJZ6HT0REREQqipkNwH94TwyMTKpSzOw6YKRzLuQoDJGKVNX/fkREcmgkjYiIiEiYBU6bugl4uqp8wDSzePPLSUeZWWf8aJYZB7ufSHmrin8/IiJFUZFGREREJIzM7Cj8vB7xwP+FNZjSqY1fCWg3/vS3mcDjYY1Iapwq/PcjIhKSTncSEREREREREYkAGkkjIiIiIiIiIhIBVKQREREREREREYkAMeEOQKS0mjdv7hITE8MdhohUM/PmzdvinGsR7jgqinKniFQE5U4RkdIrLneqSCNVTmJiIikpKeEOQ0SqGTNbHe4YKpJyp4hUBOVOEZHSKy536nQnEREREREREZEIoCKNiIiIiIiIiEgEUJFGRERERERERCQCFDsnzbx581rGxMQ8DXRHBZ2KlA0sOnDgwNV9+vTZFO5gRERERERERKTyFVukiYmJefqwww47qkWLFtujoqJcZQVV02RnZ9vmzZu7btiw4Wng3HDHIyIiIiIiIiKV72CjY7q3aNFilwo0FSsqKsq1aNFiJ37EkoiIiIiIiIjUQAcr0kSpQFM5As+zTikTERERERERqaEivigQHR3dp0uXLl1zLsuWLat99NFHdwFYtmxZ7SeeeKJpzrZff/117PTp0xuVdh/9+vXr/Pnnn8cV137KKad03LJlS3RZjkVEaq7UmTP5sH9/3uzYkQ/79yd15sxwhyQiEvGSkyExEaKi/HVycrgjkkhiZpPNbJOZLcrX9l8zW2pmC81shpk1ztd3h5mtMLNlZnZGWIIWETmIiC/S1KlTJ3vp0qWLcy6dO3fe/8MPPywF+Pnnn+tMnz49t0iTkpIS9/bbb5e6SFMSn3322YrmzZtnVcRji0j1ljpzJguTkshYvx6cI2P9ehYmJalQIyJSjORkGDsWVq8G5/z12LEq1EiQZ4EhBdpmA92dcz2B5cAdAGbWFRgJdAvc53Ez0xewIhJxip04OFLFxcUdnZ6e/kNSUlKbX3/9tW6XLl26XnDBBdsmT57cYu/evVFdunSpf8stt6RddNFFO8eMGZOwZMmS2KysLEtKSlp/6aWX7tizZ4+NHDmyw/Lly+t26tRp7969e+1g+2zTpk2PlJSUJbt27Yo688wzO/Xr129PSkpK/VatWu1///33V9SvX9/99NNPdcaNG5ewbdu2mLp162Y//fTTq48++ui9lfGciEjkWjpxIlkZGUFtWRkZLJ04kbbDhoUpKhGRyJaUBOnpwW3p6b591KjwxCSRxTn3uZklFmj7IN/Nb4ELAz8PA6Y55/YBK81sBdAP+Ka4fezdtpblU28Kamty1CBa9DmP7My9rJh+W6H7NOs5hGY9z+RA+g5+ff3uQv3NjxlG066/Y/+uTayaNaFQf8vjLqJxpxPZu3UNa959oFD/YSddRsMOfUnf+DOpsx8r1N964DXUb9udPamLWP/pU4X62w6+gbhWndi1MoUNX71QqD/hzFuo2yyBHT9/zaY50wv1J56bRO2GLdm2+GO2fF/4C6fDz7+HmLjGbF34LlsXvleov+NF9xNVqy6b573B9iWfFOo/8tKHAdj47TR2rgj+9UTF1KHjyP8AkPbl8+xeNS+oPya2EYdf8A8A1n0yid/W/RTUX6tBCzoM+ysAa2c/SsbGFUH9dZq2o/3Q8QCsfmci+7atDeqPbdWRdoP/CMDKmfeSuXtzUH+9Nt1oM2gsAL++dhcHMnYG9TdI7EP8yZcDsGLarWQf2BfU36jjCbQ6fiRAodcd6LVXnV57xYn4Is2+ffuiunTp0hWgXbt2+2bPnv1LTt+ECRPWPfDAA60++eSTFQCtWrXKTElJqff888+vAbjhhhvaDBo0aNcrr7yyasuWLdF9+/Y96txzz9314IMPtoiNjc1evnz54jlz5sSedNJJXUsT05o1a+pOnTr11xNPPHH10KFDD3/++eeb/OEPf9h29dVXt580adLqHj167Pv444/rXXfddQnffvvt8vJ8PkSk6slISytVu4iIwJo1pWsXCeEqIOeTXht80SZHaqCtEDMbC4wFOLJNk4qMT0SkEHOu6HmBFyxYsKpXr15bALjqqnYsWlRo3pYy6d49ncmT1xa3Sc6omVBtb731VoP8RZpHHnmkWf4iTffu3Y/at29fVHR0tAPYuXNn9Ntvv/3zrbfe2ubGG2/cdO655+4G6Nq161FPPPHE6gEDBgR9X9OvX7/OEydOXDtgwID0/CNpTj/99CNXr169CCApKemwzMxMS0pK2tiqVaveiYmJuSNn9u/fb7/++mtwCa0YCxYsaN6rV6/Ekm5fU/Xt29elpKSEOwyREvuwf39/qlMBsa1bc9oXX4QhIgnFzOY55/qGO46KotwpVU1ioj/FqaD27WHVqsqORooS7twZGEnzlnOue4H2JKAvcL5zzpnZ/4BvnHNTA/3PAO84514r7vGVO0WkIhSXOyN+JE1ZOOd49dVXV/Tq1WtfwT6zg57hVKTatWvnVraio6NdRkZGVFZWFg0aNDiwdOnSxYf8wCJSLXUZP56FSUlBpzxFx8bSZfz4MEYlIhLZJkzwc9DkP+UpLs63ixTHzK4AzgZOdXnfSKcC7fJt1hYo/A2KiEiYlbxIc5ARL+HQqFGjrD179uRO+NWwYcOsPXv25E6GPGjQoF0PPPBAq2effXZNVFQUX331VexJJ52UcfLJJ++ZOnVq03POOWf3d999V3f58uVlHiHUtGnT7LZt2+6fPHlyk6uuump7dnY2c+bMiT3hhBMyDn5vkaotdeZMlk6cSEZaGrHx8XQZP15zreST81zoORIRKbmceWeSkvwpTgkJvkCj+WikOGY2BLgNOMU5l3+U/CzgRTN7EGgNdALmhiFEEZFiVemRNP369cuIiYlxnTt37nrJJZdsGTdu3NaJEyfGd+nSpestt9ySdt99960fO3ZsQpcuXbo656xt27b7PvnkkxXjx4/fNHLkyA5HHnlk127duqX36NHjt/KI56WXXvr1mmuuaX///ffHHzhwwIYPH75NRRqp7nJWLsoZJZKzchGgIkQ+bYcN0/MhIlJKo0apKCNFM7OXgIFAczNLBe7Gr+ZUB5gdGDn/rXNunHPuJzN7GVgMHACud85p5VYRiTgln5NGKpzmpCkZnRscWTTfilQX4Z5XoaIpd4pIRVDuFBEpveJyZ1SoRhGRktLKRSJlZ2aTzWyTmS3K1/ZfM1tqZgvNbIaZNc7Xd4eZrTCzZWZ2RliCFhEREZFypyKNiJRJbHx8qdpFJKRngSEF2mYD3Z1zPYHl+CH8mFlXYCTQLXCfx80sGhERERGp8lSkEZEy6TJ+PNGxsUFtWrlIpHScc58D2wq0feCcOxC4+S1+JRKAYcA059w+59xKYAXQr9KCFREREZEKU6UnDhaR8NPKRSKV4ipgeuDnNviiTY7UQFux9m5by/KpNwW1NTlqEC36nEd25l5WTL+t0H2a9RxCs55nciB9B7++fneh/ubHDKNp19+xf9cmVs0qvC5yy+MuonGnE9m7dQ1r3n2gUP9hJ11Gww59Sd/4M6mzHyvU33rgNdRv2509qYtY/+lThfrbDr6BuFad2LUyhQ1fvVCoP+HMW6jbLIEdP3/NpjnTC/UnnptE7YYt2bb4Y7Z8P7NQ/+Hn30NMXGO2LnyXrQvfK9Tf8aL7iapVl83z3mD7kk8K9R956cMAbPx2GjtXfBPUFxVTh44j/wNA2pfPs3vVvKD+mNhGHH7BPwBY98kkflv3U1B/rQYt6DDsrwCsnf0oGRtXBPXXadqO9kN9sXz1OxPZty14kc7YVh1pN/iPAKyceS+ZuzcH9ddr0402g8YC8Otrd3EgY2dQf4PEPsSffDkAK6bdSvaBfUH9jTqeQKvjRwIUet2BXnvV6bUnIiLlS0UaESkzrVwkUnHMLAm/EklyTlOIzUKuAmBmY4GxAEe2aVIh8YmIiIhI+dHqThFEqzuVjGbZF5GKEO4VSswsEXjLOdc9X9sVwDjgVOdceqDtDgDn3L8Dt98H/u6c+6bQg+aj3CkiFSHcubOiKXeKSEWo0qs7mVmf8847r0PO7czMTJo0adJr0KBBHcvj8ePi4o4+2DZTp05tfOSRR3bt0qVL1+7dux/1/vvv18/pGzFiRGLTpk17derUqdvBHuett95qMHv27HpljVmK9sYbb3DNNdcwbNgwPvjgg3CHIyJyyMxsCHAbcG5OgSZgFjDSzOqYWQegEzC3LPtS7hQRKT3lThGpCBFfpImNjc1etmxZ7J49ewxgxowZDVu1apVZmsfIzCzV5oWcc845u5YuXbp46dKli5955plV48aNa5/Td9VVV22ZNWvWzyV5nI8//rjBF198Uf/gW8qhOu+883jqqad49tlnmT698DngpfXee+/RuXNnOnbsyH333Vfq7R5++GG6d+9Ot27d+L//+z8A9u7dS79+/ejVqxfdunXj7rsLn2uflZXF0Ucfzdlnnw3AsmXL6N27d+6lYcOGuY8HcNVVV9GyZUu6d+9e6LFEJPKZ2UvAN0BnM0s1szHAY0ADYLaZzTezJwCccz8BLwOLgfeA651zWWXZf1XInVB8rktMTKRHjx707t2bvn3zvph66KGH6NatG927d+fiiy9m7969JXo8EZGDCVfuLCp3FZUHD+X/0aL2UdIYRaQMnHNFXubPn7/KOZcSzktsbGzW9ddfnzZ58uRfnHMp55133pY777wzdeDAgTuccykff/zx4t69e+/p0qVLeu/evffMnz//R+dcysMPP7xyyJAh2wYNGrTjuOOO27Vjx47vL7jggi2dOnVK79SpU/qUKVNW5Dz+DTfckHbkkUem9+zZc8+aNWvmFxfP7Nmzl3To0CEjf9vSpUsXduzYMajtn//855rDDz88o1OnTulnnXXWtqVLly5s1qxZZosWLfZ37tw5/d13311a8LEDz3exvxNdHH369HGhZGdnu6ysLOecc3/+85/dvHnzQm5XUgcOHHCHH364++WXX9y+fftcz5493U8//VTi7X788UfXrVs399tvv7nMzEx36qmnuuXLl7vs7Gy3e/du55xz+/fvd/369XPffPNN0GM+8MAD7uKLL3ZnnXVWyP21atXKrVq1Krfts88+c/PmzXPdunUr0zGL1GRAiouAHFdRl6qeO50rPte1b9/ebd68OagtNTXVJSYmuvT0dOeccyNGjHBTpkzJ7VfuFCk75c7KzZ3OFZ27QuXBQ/1/NNQ+ShOjiBSvuNwZ8SNpAC677LJt06dPb5Kenm5LliyJO+GEE37L6evVq9feuXPnLl2yZMniu+++e92tt96as0Qp33//ff2XXnpp5bfffrv89ttvj2/YsGHW8uXLFy9fvnzxWWedtRsgIyMj6oQTTtizbNmyxSeccMKeRx99tEWoGJ5//vnGHTp06HbBBRd0mjRp0qqDxfzII48ctmjRosXLly9f/Oyzz67u3Lnz/ssvv3zzuHHjNi5dunTxkCFD9pTDU1PjrVq1iqOOOoo//OEPHHPMMaxdu5bbbruNM888k2OOOaZMjz137lw6duzI4YcfTu3atRk5ciQzZxZegaGo7ZYsWcLxxx9PXFwcMTExnHLKKcyYMQMzo359P6AqMzOTzMxMzPLmAU1NTeXtt9/m6quvDhnXRx99xBFHHEH79rkDuhgwYABNmzYt0/GKSM1RFXMnHFquO3DgABkZGRw4cID09HRat26d26fcKSKlEQm5E0qXuw71/9FQ+yhNjCJy6Eq1utOah1Z2LthWv0eDbU1Pa745e192VOrjqzsV7G/Yp9GWxgOabj2w60DM+mfWHpG/L+FPHZaVZL/HHXdcRmpqap2nnnqq6WmnnRa0BuS2bduiL7roog6rVq2qa2YuMzMzN7v0799/V6tWrbIAPv/884bTpk37NaevRYsWWQC1atVyI0eO3AnQp0+f3z788MOGoWK4/PLLd1x++eU73n333fp33XVXm9NOO215cTF37tw5Y/jw4R3OPffcHaNGjdpRkuOUQ7Ns2TKmTJnC448/ziOPPMKHH37Izp07WbFiBePGjSu0ff/+/dm9e3eh9okTJ3Laaafl3l63bh3t2rXLvd22bVvmzJlT6H5FbXfeeeeRlJTE1q1biY2N5Z133skdepqVlUWfPn1YsWIF119/Pccdd1zu/W+++Wb+85//hIwRYNq0aVx88cUleGZERIpWFXNnccyM008/HTPj2muvZezYsbRp04bx48eTkJBAbGwsp59+OqeffvpBH0tEpCjhzp3FCZUHu3fvfkj/j4ZSHjGKyMFVmSW4hwwZsuPuu+9u98EHHyzbtGlTbty33XZbm1NOOWX37Nmzf1m2bFnt3/3ud7mFpLi4uOycn51zQdXhHDExMS4qKirnZw4cOBBqadNcZ5555p6rr766TlpaWkx8fPyBorb75JNPfn733XcbvPHGG43/85//tP75558Xle6IpaTat2/P8ccfD8CNN97IjTfeWOz2X3zxRYke149CCxbqNVTUdkcddRS33XYbgwcPpn79+vTq1YuYGP/SjY6OZv78+ezYsYPhw4ezaNEiunfvzltvvUXLli3p06cPn376aaHH3b9/P7NmzeLf//53iY5BRKQoVTF3Fuerr76idevWbNq0icGDB9OlSxd69OjBzJkzWblyJY0bN2bEiBFMnTqVSy+9tETHIiJSULhzZ3FC5cEBAwaU+v/RioxRRA6uVEWa4ka+RNWJyi6uP6ZhzIGSjpwJ5brrrtvSqFGjrH79+mW89dZbDXLad+3aFd22bdv9AE8++WTzou4/cODAXQ8++GDLyZMnrwXYvHlzdM5omoNZtGhRna5du+6Lioriyy+/jMvMzLRWrVoVWaDJysril19+qX3OOefsPv300/e0bt266c6dO6MbNGiQtWvXruiSH7WURL16pVswq6TfaLRt25a1a9fm3k5NTQ0aJl+S7caMGcOYMWMAuPPOO2nbtm3QfRs3bszAgQN577336N69O1999RWzZs3inXfeYe/evezatYtLL72UqVOnAvDuu+9yzDHH0KpVq1Ids4hIQVU5d4aSc9+WLVsyfPhw5s6dy8aNG+nQoQMtWvgzmc8//3y+/vprFWlE5JCFO3cWJ1QeHDBgQKn/Hy1KecQoIgdXZUbSHHHEEZl/+9vfNhVsv+222zZcffXVHR555JHD+vfvv6uo+//73/9OGz16dEKnTp26RUVFuTvvvHP9FVdcsaMk+37ppZeaTJ8+vVlMTIyrW7du9gsvvPBrzuibc845p8O3337bYPv27TGtWrXqefvtt6//wx/+sPWSSy7psHv37mjnnF177bUbmzdvnnXBBRfsuPDCC4949913G//f//3fGs1LEx4l/Ubj2GOP5eeff2blypW0adOGadOm8eKLL5Zqu02bNtGyZUvWrFnD66+/zjfffMPmzZupVasWjRs3JiMjgw8//JDbbrsNgH//+9+5o2Q+/fRTJk6cmFugAXjppZd0qpOIhEW4c2dxfvvtN7Kzs2nQoAG//fYbH3zwAXfddRdNmjTh22+/JT09ndjYWD766KMSnTolIlJeyjt3FqWoPAil/3+0omIUkZKJ+CJNenr6DwXbzj777N1nn332boDTTjvtt1WrVuWeSvTwww+vB7jxxhu3Altz2hs1apT9+uuvryru8UePHr199OjR2wtuM2HChA0TJkzYECq+N998c2Wo9nnz5hUaNdSzZ899y5cvXxxqe4k8MTExPPbYY5xxxhlkZWVx1VVX0a1bt9z+oUOH8vTTT9O6desit7vgggvYunUrtWrV4n//+x9NmjRh4cKFXHHFFWRlZZGdnc3vf//73KW2i5Oens7s2bN58sknC/VdfPHFfPrpp2zZsoW2bdtyzz335H5jIiJSmSoqd0LRuW7jxo0MHz4c8BMFX3LJJQwZMgSACy+8kGOOOYaYmBiOPvpoxo4dmxuLcqeIRIrS5M5QuWvQoEFF5sFD+X+0qPxYXIwiUj4s1LmFORYsWLCqV69eWyoxnhptwYIFzXv16pUY7jgiXd++fV1KSkq4wxCRasbM5jnnqu0wC+VOEakIyp0iIqVXXO6sEktwi4iIiIiIiIhUdyrSSI22evVq+vTpQ+/evenWrRtPPPFEyO0+//zz3OHyr776alDfbbfdRvfu3enevTvTp08vc0zF7evWW2+lW7duHHXUUdx44425s+z379+f3r1707t3b1q3bs15551X6HHnz5/PCSecQLdu3ejZs2fIWP/4xz9Sv379Mh+DiFRvJc2dDz74IF27dqVnz56ceuqprF69GoBPPvkkN2f17t2bunXr8sYbbwAwatQoOnfuTPfu3bnqqqvIzMwsc7xDhgyhcePGhU4t/eijjzjmmGPo3bs3J598MitWrAD8CiY33ngjHTt2pGfPnnz//fchH3fMmDH06tWLnj17cuGFF7Jnj59qbufOnZxzzjn06tWLbt26MWXKlDIfg4hUfSXNnX/6059y8+ORRx5J48aNc/uee+45OnXqRKdOnXjuuedy26+88ko6dOiQe7/58+eXOd7S5s7t27czfPhwevbsSb9+/Vi0KPTitsXF+umnn+Y+P6ecckqZj0GkKlKRRmq0+Ph4vv76a+bPn8+cOXO47777WL9+faHtEhISePbZZ7nkkkuC2t9++22+//773Pv/97//ZdeuIuevDrJq1SoGDhxY4n19/fXXfPXVVyxcuJBFixbx3Xff8dlnnwF+Urr58+fnFmLOP//8Qo8bFxfH888/z08//cR7773HzTffzI4dO3L7U1JSgm6LiBSlpLnz6KOPJiUlhYULF3LhhRdy6623AjBo0KDcnPXxxx8TFxfH6aefDvgizdKlS/nxxx/JyMjg6aefLnFcAwcOZNWqVYXa//KXv/DCCy8Uar/uuutITk5m/vz5XHLJJdx7772AX0nv559/5ueff2bSpElcd911Iff30EMPsWDBAhYuXEhCQgKPPfYYAP/73//o2rUrCxYs4NNPP+WWW25h//79JT4OEameSpo7H3roodwc+cc//jH3/7pt27Zxzz33MGfOHObOncs999zD9u1502n+97//zb1f7969SxxXeeXOf/3rX/Tu3ZuFCxfy/PPPc9NNNxW5z1Cx7tixgz/84Q/MmjWLn376iVdeeaXExyBSnahII1XW3/72Nx5++OHc20lJSTzyyCOleozatWtTp04dAPbt20d2dnbI7RITE+nZsyc5q3rlWLx4MaeccgoxMTHUq1ePXr168d5777Fz5046d+7MsmV+/uiLL76Yp556qkQxFbUvM2Pv3r3s37+fffv2kZmZWWgp7t27d/Pxxx+HHElz5JFH0qlTJ8Av0diyZUs2b94M+GXj//KXv/Cf//ynRDGKSNVVmblz0KBBxMXFAXD88ceTmppaaJtXX32VM888M3e7oUOHYmaYGf369cu9z4033sg//vEPAN5//30GDBhQ5H4LOvXUU2nQoEGhdjPLLazv3LkzdynZmTNncvnll2NmHH/88ezYsYO0tLRC92/YsCHgR95kZGRgZrmPu3v3bpxz7Nmzh6ZNmxITE/FrNYhIMSozd+aXf2XP999/n8GDB9O0aVOaNGnC4MGDee+994q9f2XmzsWLF3PqqacC0KVLF1atWsXGjRtLtC+AF198kfPPP5+EhATALyUuUhOpSCNV1pgxY3KHeWZnZzNt2jSGDRsWNIQ+/2Xx4tALa61du5aePXvSrl07brvtttw3mpLo1asX7777Lunp6WzZsoVPPvmEtWvX0qhRIx577DGuvPJKpk2bxvbt27nmmmvKdLwnnHACgwYNIj4+nvj4eM444wyOOuqooG1mzJjBqaeemvvBoShz585l//79HHHEEQA89thjnHvuucTHx5cpRhGJfOHKnc888wxnnnlmofZp06blfgDJLzMzkxdeeCF3dZL77ruP6dOn88knn3DjjTcyZcqUQsXs0nr66acZOnQobdu25YUXXuD2228HYN26dbRr1y53u7Zt27Ju3bqQjzF69GgOO+wwli5dyh//+EcAbrjhBpYsWULr1q3p0aMHDz/8cJljFZHwCkfuXL16NStXruR3v/sdcPDclJSURM+ePfnTn/7Evn37gMrNnb169eL1118H/P+aq1evDlmcLyrW5cuXs337dgYOHEifPn14/vnnyxSnSFVVJf5jeP755xubWZ8ffvih7qHc/6KLLmo/b968ugBt2rTpkZaWVujrrP79+3fq3Llz144dO3a75JJLEg4cOABARkaGnXXWWYcnJCR079mzZ5dly5bVBli2bFntJ554omnO/R955JFml19+ecIhHaAcksTERJo1a8YPP/zABx98wNFHH0379u1zh04WvHTt2jXk47Rr146FCxeyYsUKnnvuuVJV/E8//XSGDh3KiSeeyMUXX8wJJ5yQ+23p4MGD6dGjB9dff33QcP3hw4fTu3dvhg4dSkpKSu6b+cHmLFixYgVLliwhNTWVdevW8fHHH/P5558HbZP/25aipKWlcdlll+W+Sa9fv55XXnkl98OFiFRv4cidU6dOJSUlhb/85S9B7Wlpafz444+cccYZhe7zhz/8gQEDBtC/f3/An7L51FNPMXjwYG644YbcIvOUKVNy82hKSgpDhw6ld+/euUvRFuehhx7inXfeITU1ldGjR/PnP/8ZgFArX+aMkiloypQprF+/nqOOOip3rq/333+f3r17s379eubPn88NN9xQ4lNhRSQyhSN3Tps2jQsvvJDo6Gig+Nz073//m6VLl/Ldd9+xbds27r//fqByc+ftt9/O9u3b6d27N48++ihHH310yFGERcV64MAB5s2bx9tvv83777/PP//5T5YvX37QeESqmypRpJk2bVrTY445Zs8LL7zQ9OBbBztw4ADTp09f3adPn73FbTdz5sxfli1btnj58uU/bd26tdbkyZObADz88MPNGzVqdGDNmjWLbrjhho1//vOf2wL8/PPPdaZPn17qeKR8XX311Tz77LNMmTKFq666it27dxf7jcacOXNyb8+aNSvosVq3bk23bt344osvShVDUlIS8+fPZ/bs2Tjnck8pys7OZsmSJcTGxrJt27bc7WfMmMH8+fN555136Nu3b+6b+ejRo4vdz4wZMzj++OOpX78+9evX58wzz+Tbb7/N7d+6dStz587lrLPOKvIxdu3axVlnncW9997L8ccfD8APP/zAihUr6NixI4mJiaSnp9OxY8dSPQciUrVUZu788MMPmTBhArNmzcod5p/j5ZdfZvjw4dSqVSuo/Z577mHz5s08+OCDQe0//vgjzZo1C5rDYfTo0bl5tG/fvrzzzjvMnz+fGTNmFPscbN68mQULFnDccccBcNFFF/H1118D/tvptWvX5m6bmppa7Lfd0dHRXHTRRbz22muA//Bz/vnnY2Z07NiRDh06sHTp0mLjEZHIV9n/dxYcaVhcboqPj8fMqFOnDqNHj2bu3Lm521VW7mzYsCFTpkxh/vz5PP/882zevJkOHToUeoyiYm3bti1DhgyhXr16NG/enAEDBrBgwYJi4xGpjiK+SLNz586olJSU+lOmTFk1Y8aMJjntb731VoO+fft2Hjx48BFHHHFEt0suuSQhKysLgLi4uKNvvvnm1j179uzy0Ucf1e/Xr1/nzz//PK64/TRt2jQbIDMz0zIzMy2nKv3WW281vuqqq7YCjB49evvXX3/dIDs7m6SkpDYpKSn1u3Tp0vWee+5pCbBhw4Za/fv379S+ffvu48aNa1sxz4jkN3z4cN577z2+++47zjjjDBo0aFDsNxrHHXdc7u1zzz2X1NRUMjIyAD8j/VdffUXnzp1LvP+srCy2bt0KwMKFC1m4cGHu5JcPPfQQRx11FC+99FK5rFCSkJDAZ599xoEDB8jMzOSzzz4LOt3plVde4eyzz6Zu3dADzvbv38/w4cO5/PLLGTFiRG77WWedxYYNG1i1ahWrVq0iLi4ud5Z+EameKit3/vDDD1x77bXMmjUr5NwCoUb/Pf3007z//vu89NJLQUPyV69ezQMPPMAPP/zAu+++y5w5c8r0HDRp0oSdO3fmfks7e/bs3Jx67rnn8vzzz+Oc49tvv6VRo0aFTgd1zgWtBvXmm2/SpUsXwOfrjz76CICNGzeybNkyDj/88DLFKyLhV5n/dy5btozt27dzwgkn5LadccYZfPDBB2zfvp3t27fzwQcf5I5EzJk3yznHG2+8Qffu3YHKzZ07duzInST96aefZsCAASFPwS8q1mHDhvHFF19w4MAB0tPTmTNnTqFT+0Vqgogv0iQnJzceOHDgzp49e+5r3Lhx1pdffplbbPnxxx/rPfzww2uXLVv206pVq+o8//zzTQAyMjKiunfvnrFw4cKlZ5xxxp6S7uvkk0/u1KJFi1716tXLGj169HaAjRs31u7QocN+gFq1alG/fv2sjRs3xkyYMGFd37599yxdunTx3XffvQlg8eLFcW+88cavS5Ys+WnWrFlNVqxYUau4/UnZ1a5dm0GDBvH73/8+dyhoaSxZsoTjjjuOXr16ccoppzB+/Hh69OgBwF133ZX7rcd3331H27ZteeWVV7j22mvp1q0b4OdM6N+/P127dmXs2LFMnTqVmJgYli9fztNPP80DDzxA//79GTBgQO7M9wdT1L4uvPBCjjjiCHr06EGvXr3o1asX55xzTu79Qs3rkJKSwtVXXw34b6w///xznn322XJdnlFEqp7Kyp1/+ctf2LNnDyNGjKB3796ce+65uY+xatUq1q5dW2iJ1XHjxrFx40ZOOOEEevfuzT/+8Q+cc4wZM4aJEyfSunVrnnnmGa6++mr27i12kGyu/v37M2LECD766CPatm3L+++/T0xMDE899RQXXHABvXr14oUXXuC///0v4CcvPvzww+nYsSPXXHMNjz/+eO5jDR06lPXr1+Oc44orrqBHjx706NGDtLQ07rrrLsBPMPr111/To0cPTj31VO6//36aN29e6udZRCJLZeVO8EXskSNHBp1q2bRpU/72t79x7LHHcuyxx3LXXXfRtKkf2D9q1KjcfLRlyxb++te/VnruXLJkCd26daNLly68++67QRMt5+TOomIFOOqooxgyZEjuEt5XX311bgFHSmFlMryRCC9G+euVyeGOSErJQp3bmGPBggWrevXqtSXn9tIp4wqVeht37r/tsBNHbc7anx71c/KfOxXsb9p98JaWx16wNXPP1phfXkk6In9fl9FPLDtYgAMHDux40003bRo+fPiue++9t+XatWtrP/nkk6lvvfVWg7///e+tU1JSlgH83//9X7OFCxfGTZ48eW1MTEyfvXv3zss5B7Jfv36dJ06cuHbAgAHpbdq06ZGSkrIkPj7+QKj9paen2/Dhww8fN27c5uHDh+/q2LFjt/fff3/5EUcckQnQrl277t99992SlJSUuAceeKDVJ598sgL8nDRff/11/WnTpq0GGDBgQKekpKS00hSJFixY0LxXr16JJd2+purbt69LSUkB/ClFxxxzDK+88kruaUYiIofCzOY55/qGO46KotwpIhVBuVMkgqxMhrljISs9ry06DvpNgg6jwheXFFJc7ozokTQbNmyI/vbbbxtef/317du0adPjscceO2zWrFlNcpaNKziJX87t2rVrZx/qUpdxcXHu7LPP3jFjxozGAIcddtj+lStX1gY/amLPnj3RLVu2zAp139q1a+dWvKKjo11mZmboWQalXCxevJiOHTty6qmn6o1SRKSElDtFREpPuVOqhAVJwQUa8LcXJIUnHjkkpapkFDfyJbp2XHZx/bXqNztQkpEz+b3wwgtNzj///K0vvvji6py2Y489tvMHH3xQH/zpTkuXLq3dqVOn/a+++mrTq6++enNpHj/Hzp07o3bs2BHdvn37zMzMTN57771GJ5100m6As846a8fkyZObnXbaab9NmTKlyQknnLA7KiqKRo0aZe3Zs6f04xyl3HTt2pVff/013GGIiFQpyp0iIqWn3ClVQvqa0rVLRIrokTSvvPJKs/PPP397/rZhw4Ztz1nlqXfv3ntuueWWtkceeWS3hISEfZdddtmOQ9nPrl27os4666yORx55ZNejjjqqW/PmzTP/8pe/bAa46aabtmzfvj0mISGh+6OPPnrYxIkTUwH69euXERMT4zp37pw7cbCIiIiIiIhIWMQllK5dItKhnRNUSebOnVto5M1f//rXTeBXd4qNjc1+++23C5W009PTfyjqcdatW/djwe3btWt3YNGiRUtCxRAXF+fefffdQvuoU6eO++abb5YXaN6a80POXDUiIiIiIiIiFa7XhNBz0vSaEL6YpNQieiSNiIiIiIiIiJRAh1F+kuC49oD5a00aXOVE9Eia4px99tm7zz777N3hjkOCmdlk4Gxgk3Oue6Dtv8A5wH7gF2C0c25HoO8OYAyQBdzonHs/HHGLiIiIiIhUeR1GqShTxWkkjZS3Z4EhBdpmA92dcz2B5cAdAGbWFRgJdAvc53Ez02TMIiIiIiIiUiMdrEiTnZ2drWWkK0Hgec4Odxxl5Zz7HNhWoO0D59yBwM1vgbaBn4cB05xz+5xzK4EVQL9KC1ZEREREREQkghzsdKdFmzdv7tqiRYudUVFRrlIiqoGys7Nt8+bNjYBF4Y6lElwFTA/83AZftMmRGmgr1t5ta1k+9aagtiZHDaJFn/PIztzLium3FbpPs55DaNbzTA6k7+DX1+8u1N/8mGE07fo79u/axKpZhSfWanncRTTudCJ7t65hzbsPFOo/7KTLaNihL+kbfyZ19mOF+lsPvIb6bbuzJ3UR6z99qlB/28E3ENeqE7tWprDhqxcK9SeceQt1myWw4+ev2TRneqH+xHOTqN2wJdsWf8yW72cW6j/8/HuIiWvM1oXvsnXhe4X6O150P1G16rJ53htsX/JJof4jL30YgI3fTmPnim+C+qJi6tBx5H8ASPvyeXavmhfUHxPbiMMv+AcA6z6ZxG/rfgrqr9WgBR2G/RWAtbMfJWNj8JzbdZq2o/3Q8QCsfmci+7atDeqPbdWRdoP/CMDKmfeSuXtzUH+9Nt1oM2gsAL++dhcHMnYG9TdI7EP8yZcDsGLarWQf2BfU36jjCbQ6fiRAodcd6LVXnV57IiIiIiLhVmyR5sCBA1dv2LDh6Q0bNnRHp0ZVpGxg0YEDB64OdyAVycySgANAck5TiM1CFgPNbCwwFuDINk0qJD4RERERERGRcDLnNEBGypeZJQJv5UwcHGi7AhgHnOqcSw+03QHgnPt34Pb7wN+dc98UetB8+vbt61JSUiooehGpqcxsnnOub7jjqCjKnSJSEZQ7RURKr7jcqdExUuHMbAhwG3BuToEmYBYw0szqmFkHoBMwNxwxioiIiIiIiIRblV2CWyKTmb0EDASam1kqcDd+Nac6wGwzA/jWOTfOOfeTmb0MLMafBnW9cy4rPJGLiIiIiIiIhJeKNFKunHMXh2h+ppjtJwCFZ0sVERERERERqWF0upOIiIiIiIiISARQkUZEREREREREJAKoSCMiIiIiIiIiEgFUpBERERERERERiQAq0oiIiIiISJVjZpPNbJOZLcrXNsLMfjKzbDPrW2D7O8xshZktM7MzKj9iEZGDU5FGRERERESqomeBIQXaFgHnA5/nbzSzrsBIoFvgPo+bWXQlxCgiUioq0oiIiIiISJXjnPsc2FagbYlzblmIzYcB05xz+5xzK4EVQL9KCFNEpFRUpBERERERkequDbA23+3UQJuISERRkUZERCTMNK+CiEiFsxBtLuSGZmPNLMXMUjZv3lzBYYmIBFORRkREJPyeRfMqiIhUpFSgXb7bbYH1oTZ0zk1yzvV1zvVt0aJFpQQnIpJDRRoREZEw07wKIiIVbhYw0szqmFkHoBMwN8wxiYgUoiKNiIhI1VLieRU0ZF9EqjMzewn4BuhsZqlmNsbMhptZKnAC8LaZvQ/gnPsJeBlYDLwHXO+cywpX7CIiRYkJdwAiIiJSKiWeV8E5NwmYBNC3b9+Q24iIVFXOuYuL6JpRxPYTgAkVF5GISNlpJI2IiEjVUuJ5FSRPcjIkJkJUlL9OTq6e+6xsNeEYRUREKpNG0oiIiFQts4AXzexBoDWaV+GgkpNh7FhIT/e3V6/2twFGjao++6xsNeEYRUREKptG0oiIiISZ5lWoWElJeYWEHOnpvr067bOy1YRjFBERqWwaSSMiIhJmmlehYq1ZU7r2qrrPylYTjlFEItDKZFiQBOlrIC4Bek2ADhq+J9WHRtKIiIhItZaQULr2qrrPylYTjlFEIszKZJg7FtJXA85fzx3r20WqCRVpREREpFqbMAHi4oLb4uJ8e3XaZ2WrCccoIhFmQRJkFTjPMivdt4tUEyrSiIiISLU2ahRMmgTt24OZv540qWIntw3HPitbTThGEYkw6UWcT1lUu0gVpDlpRESA1JkzWTpxIhlpacTGx9Nl/HjaDhsW7rBEpJyMGlX5xYNw7LOy1YRjFJEIEpcQONUpRLtINaGRNCJS46XOnMnCpCQy1q8H58hYv56FSUmkzpwZ7tBEREREJEevCRBd4DzL6DjfLlJNqEgjIjXe0okTycrICGrLyshg6cSJYYpIRERERArpMAr6TYK49oD5636TtLqTVCs63UlEaryMtLRStYuIiIhImHQYpaKMVGsaSSMiNV5sfHyp2kVERERERCqCijQiUuN1GT+e6NjYoLbo2Fi6jB8fpohERERERKQmUpFGRGq8tsOG0XPCBGJbtwYzYlu3pueECVrdKUKkzpzJh/3782bHjnzYv78mdBYRERGRaktz0kghZnYCcCnQH4gHMoBFwNvAVOfczjCGJ1Ih2g4bpqJMBMpZeStnYueclbeAiPt9KXeKiJSecqcUsjIZFiRB+hq/tHavCdVvDpqacIxyyDSSRoKY2bvA1cD7wBD8m2VX4K9AXWCmmZ0bvghFpCapKitvKXeKiJSecqcUsjIZ5o6F9NWA89dzx/r26qImHKOUiUbSSEGXOee2FGjbA3wfuDxgZs0rPywRqYmq0Mpbyp0iIqWn3CnBFiRBVnpwW1a6b68uI01qwjFKmWgkjQQJ8UZ5SNuIiJSHqrLylnKniEjpKXdKIelrStdeFdWEY5QyUZFGSszMfgx3DCJSs1SVlbfMrJ2ZTTOzL8zsTjOrla/vjTCGJiISscysi5m9a2Zvm9kRZvasme0ws7lmdlS445MwiEsoXXtVVBOOUcpERRoJYmbnF3G5ADgs3PFJeGh1HQmXKrTy1mTgU+CP+DkVPjOzZoG+9uEKSkQkwk0CHgemAh8D7wFNgH8Cj4UxrqpjZTK8kQgvRvnrqj6vSa8JEB0X3BYd59uri5pwjFImmpNGCpoOJAMuRF/dSo5FIkBVWl1HqqcqsvJWC+fcE4Gf/2hmlwKfBya8DJVPRUQEGjjn3gQws38656YF2t80s3vCGFfVkDMBbc78JjkT0ELVndskJ+7qvPJRTThGKRMVaaSghcBE59yigh1mdloY4im77GxYtw7atQt3JFVScavrVIEPziKVpZaZ1XXO7QVwzk01sw34FUvqhTc0EZGIFZ3v5wcL9NWuzECqpOo6AW2HUVU7/pKoCccoh0ynO0lBNwO7iugbXolxlJ9//QsSEsDMX+69FwoUHaRoVWh1HZFweho4Ln+Dc+5DYARQqOgtIiIA/M/M6gM45x7PaTSzjsCHYYuqqtAEtCLVkoo0EsQ594VzLmRmd86lVHY85WLcOGieb/XGv/0N4uJ8weakkyClah5WZakqq+uIhJNz7iHn3Gch2n9wzg0OR0wiIpHOOfekc25PiPYVzrmbwxBS1aIJaEWqJRVppPpr3hw2bwbnYO1auPTSvL6vv4Zjj80bZTNhgkbZFFBVVtcRERERqVE0Aa1ItaQijdQsbdvCCy/4gk12NiQnQ9Omef1//WveKJv+/WHevPDFGiGq0Oo6IlKe1q2D55+H/fvDHYmIiITSYRT0mwRx7QHz1/0maa4TkSrOnNOiE1K19O3b16VUxClKa9fCHXf4wk0o//oX/OlPUFeLXIlUR2Y2zznXN9xxVJRS586TT4avvsq73aiRP1103Diop7mQRcRT7hQRKb3icqdG0khIZvYvM2uc73YTM7s3jCFVvHbtYOpUP8omK8v/3KRJXv+dd0JsbN4om++/D1+sIhKRqlXufOklOOusvNs7d8L48VC/vs+DUVFw112wdWv4YhSRaqFa5U4RkTJSkUaKcqZzbkfODefcdmBo+MKpZFFRMGoUbNvmizarV8Mll+T1f/kl9OmTN5fNv/8Ne/eGL14RiRTVJ3e2awdvveVzoHOwaJHPizmcg3/+08/7lZMLb7wRUlPDF7OIVFXVJ3eKiJSRijRSlGgzq5Nzw8xigTrFbF+9JST406ByRtk8/zw0bpzXn3+UzSmnwA8/hC1UEQmr6ps7u3XLG23oHKxcCdddF7zNo4/64k5O0ebKK2HZshI9fHIyJCb6GnliYtFnnopItVR9c6eISCmpSCNFmQp8ZGZjzOwqYDbwXJhjigxRUXDZZbB9e94om5Ej8/o//xyOOcZ/QLnzTj/q5sCB8MUrIpWp5uTOxER4/PG8os3GjX5er/yeew66dMkr2px3XsgJ2ZOTYexYn05z0urYsSrUiNQg1Sd3ar5PESkjTRwsRTKzM4FTAQM+cM69H+aQgAifwC0723/TfOONfv6G6Gg/8qZxYzj9dDjzTBgyBA47LNyRikgB5TX5pXJnwK5d8MQT/pSoPXtCbzNoEPz1rySOHsTqNVaou317WLWqYsMUkbJR7izA8uWyhx+G66/3/w+KiORTXO5UkUaqnIgu0hS0Ywd8+CG8+66/pKX59mOO8QWbM8+E446DmJiwhikiWqGkwu3dC88+C/fe65f3DuF7jubv/J03OQcwzHztW0Qil3JnAX/6E/zf/xVuv+kmX7Ru0KDcYhORqkurO0mJmdmXgevdZrYr32W3me0Kd3xVTuPGcOGF8Mwz/kPJDz/4pbzr1YP77vNL3LZsCRdd5E8L2Lgx3BGLyCFQ7iyBunX98t2pqf50gAMH/ApS3brlbnIMPzCLYWykFa9wIXc1fgTmz/cjEqshzcMjNV21zJ0PPeRz3IoVfvR0jocfhoYN/Uibs8/WMEERKZJG0kiVE/Zvg8vLjh0we3beKJsNG3x7ziiboUP9KBsNkRWpFPo2OHySk2HsNY4BGe8xmNk0Yyun2OckulV+g0aNfFF7wAB/6dMHatUKa8xllTMPT3p6XltcHEyaFLyIlkikU+4sgZ07ISkJ/ve/wn1dusDkyXDCCWXbh4hUKRpJI6ViZlFmtugQ7zvZzDblv7+ZjTCzn8ws28z6Ftj+DjNbYWbLzOyMssZepTRuDCNG+Dfm9evh++9hwgT/X/p998FJJ0GLFn5SYo2yEYl4ZcmdNd2oUTDpKWNJ+zMZbw9yd/vn+OqFlX4G4alT/WjDX36B227zH2QaN4bBg/2pA599BhkZ4T6EUktKCi7QgL+dlBSeeETCpUbkzkaN4LHH/AibzEx48MG8vqVL4cQT/Qib2rXhxRcja/LhlcnwRiK8GOWvV2rIn0hF00gaCcnMkoE7nHNrSnm/AcAe4HnnXPdA21FANvAkMN45lxJo7wq8BPQDWgMfAkc654od1x7J3waXm+3b/Vw277wD772XN8qmT5/guWw0ykak3JTHt8GHmjsrQ7XInRs3whdf+FX0Pv8cFi70H2Zq14Z+/fJG2px4YsTP+xAVFfpzmObhkapGubOMZs6Eq66CbdsK991zjy9O1wnTauQrk2HuWMjKV1GOjoN+k6CDhvyJlIUmDpZSM7OPgWOBucBvOe3OuXNLcN9E4K2cIk2+9k8JLtLcEXjMfwduvw/83Tn3TXGPXy0+aJRGdjYsWOBPiXrnHfjmG9/WtGneilFnnAGtWoU7UpEqrZw+aBxy7qxo1TJ3bt8OX32VV7RJSfHz10RH+1NHc4o2J5/sc2YESUz0A4UK0opWUtUod5aj+fP9eZDffVe47/LLYeJEP8q6sryRCOkhElVcezhvVeXFIVINFZc7taSMFOWeSthHG+DbfLdTA22SX1QUHH20v9x5p/9Qkn8um2nT/HZ9+vh5bM4803+jrFE2IuFQGblTcjRp4ifgPPtsf3vPHvj2W1+w+ewzf3rBAw/4vh498oo2AwbAYYeFL2782a2h5qSZMCF8MYmEkXInQO/eMHeu/zktDf7857z/855/3l/AnxI/aRJ07Vqx8aQXMbCpqHYRKReak0aKMtQ591n+CzC0nPdhIdpCDu0ys7FmlmJmKZs3by7nMKqYJk3g97+HKVP8XDbz5vklbevW9f/dn3iiXzHq4ovh73+Hjz8Od8QiNUll5E4pSv36cNpp8I9/+CLNjh2+YHPvvRAf75cAv+gi/3PnznDNNfDCC6GHtFSwUaP8Z6z27f0pTu3ba9JgqdGUOwuKj/cr4DlXeMKqr77yK+OZ+e3ee69iYohLKF27iJQLne4kIZnZ9865Ywq0LXTO9SzBfRPR6U7hsW1b3iib994rPNnwiBH+W5i6dcMTn0gEK6ch+4ecOyuacid+2e8ffsg7PeqLL/zoRICEhLxRNkcf7U+XitJ3WSIHo9xZyZzzBeerrircd+edMGwY9O1bPvlLc9KIVBit7iQlZmbXmdmPQGczW5jvshL4sZx3NwsYaWZ1zKwD0Al/LrIcqqZN/bfEzz7rR9ncd19w/yuvQGys/+bFDD79NBxRilQ7lZw75VDFxMCxx8Itt/jJOrds8XN+Pfqon4x99mx/DtKxx/pTRnNy5a23wv794Y5epNpR7jwEZjB6tC/WOAeffAKHHw4NG8L99/tc1q4dXHcdvP9+2XJXh1G+IBPXHjB/rQKNSIXTSBoJYmaNgCbAv4Hb83Xtds6FmHa+0P1fAgYCzYGNwN3ANuBRoAWwA5jvnDsjsH0ScBVwALjZOffuwfYRcd9oFJA6cyZLJ04kIy2N2Ph4uowfT9thwyr98Qtu1+Pcc2l1661FP/DIkf4UKo2ykRqqLN8Gl0PunAycDWzKtzJeU2A6kAisAn7vnNse6LsDGANkATc6594/2D4iPXdGBOdg+XLo0qX47S6/3M93E+ErSIlUhnDmzspQpXLntm3w9tvwxht+RHV6us9TQ4f6ETZDh/rlwEUk7DSSRkrMObfTObfKOXcx0A74nXNuNRAVGO1ysPtf7JyLd87Vcs61dc4945ybEfi5jnOuVU6BJrD9BOfcEc65ziUp0ES61JkzWZiURMb69eAcGevXszApidSZMyv18UNtN++550h94w3/IWT/fv9tcX7TpgWPsvnss3KJWaQmKGvuBJ4FhhRoux34yDnXCfgocBsz6wqMBLoF7vO4mZXrTOHJyX71oagof52cXJ6PHsHM/Fw1Od9QO5c3UWd+zz/vv7XOyZdnngmbNlV+vCJVXDnkTsmvaVO47DJ47TU/UvDNN/0I608+gUsu8StDnX46PP44pKaGO1oRKYKKNBKSmd0N3AbcEWiqDUwNX0RVw9KJE8nKyAhqy8rIYOnEiZX6+AfdrlYtePLJvA8hc+YU3tnAgXkfQC6+GPbuLZdjEKnODjV3Ouc+x486zG8Y8Fzg5+eA8/K1T3PO7XPOrQRWAP3KFnme5GRfw1292qeH1av97RpTqCnossuCizbvvFN4m/feg1at8nLm0UfDr79WfqwiVZT+76wAsbF+5bunnvKnwH/1Fdx8M6xaBddf70+JOvZYP7H6okU+v4lIRFCRRooyHDgX+A3AObce0Ljug8hISytVe0U9fqnj6Ncv7wPI/v1w9dXB/QVH2Xz+ealjF6khyjN3tnLOpQUeJw1oGWhvA6zNt11qoK1cJCUFLwsNhRcWqdHOPDO4aDNnjv92Or/58+GII/JyZps2fsJiESnKIeVOM5tsZpvMbFG+tqZmNtvMfg5cN8nXd4eZrTCzZWZ2RuhHrYaio/3qn//5DyxbBosXw7//7dv/9jfo0QM6dvTzdX3+OWRlhTtikRpNRRopyn7nJyxyAGZWL8zxVAmx8fGlaq+oxy9THLVq+W9dcj6AfBNisa1TTsn78HHppbBv38EfV6RmqIzcaSHaQn4FamZjzSzFzFI2b95cogdfs6Z07TVev37+VKecnLlsGXTvHrzN+vV+taicvBkTAx99FJ54RSLToebOZ4mgU0WrBDM46ii4/Xb49ltYtw6eeMKf6vnYY/5/vMMO85MTz5xZuGovIhVORRopystm9iTQ2MyuAT4EngpzTBGvy/jxRMfGBrVFx8bSZfz4Sn38co3j+OODR9mMGRPcn5zsJxvO+fDx5Zel34dI9VGeuXOjmcUDBK5zJj1Jxc/dkKMtsD7UAzjnJjnn+jrn+rYoONqjCAkJpWuXAo48En78MS9vrlsHv/td8DZZWXDaaXl508yPWBSpuQ4pd0bSqaJVVuvWcO21/lTOzZvh5Zf9vDUzZsB550Hz5v56yhTfLyIVTkUaCck5NxF4FXgN6Azc5Zx7NLxRRb62w4bRc8IEYlu3BjNiW7em54QJ5ba6U0kfv8LiqFULnn4678PH118X3qZ//7wPHZdfrmVrpUYp59w5C7gi8PMVwMx87SPNrE5gYs1OwNxDjzrYhAkQFxfcFhfn2+UQtG7tR83k5M0dO/w8XwVdfHFw0ebhhzVHhNQY5Zw7w3KqaLXQsCGMGOG/gNu8GWbP9l/OzZsHV13lR9gMGAAPPgi//BLuaEWqLS3BLVVOlVoKsSbZvx/GjfPftBTlyy/hpJMqLyaRUijLMrLlsO+XgIFAc2AjcDfwBvAykACsAUbkLElrZknAVcAB4OaSrI5XmtyZnOznoFmzxo+gmTABRo0q9WFJSezd6087ePjh4re78074+999sVwkgoQzdwb2nwi85ZzrHri9wznXOF//dudcEzP7H/CNc25qoP0Z4B3n3GshHnMsMBYgISGhz+rVqyv+QCKZc35erTfe8KdALVzo27t390t7n3ce9OnjC8wiUiLF5U4VaSSIme0m9NwGBjjnXMNKDqkQFWmqiK+/Lr4gc8UVMGkS1K5deTGJFKMsHzSUO6XcZGX5yT3vvLP47caM8YWdepoyTsIr3LkzRJFmGTDQOZcWOFX0U+dcZzO7A/+g/w5s9z7wd+dciMn38ih3hrBypS/WvPEGfPEFZGf7AnJmpl/d7uOPoXHjcEcpEtGKy5063UkK+ghYDNwLdHfONQxcGkTChwypQk48MW94/759cOWVwf3PPQd16uQN7Q81QbFI1aHcKeUjOhruuCMvf2Zn+9NMC3rmGahfPy+HnnMObNlS+fGKlE1F5M6wnCpao3To4Jfz/vRT2LgRnn3Wr2IHfsRNkyZ5uWnJkjAGKlI1qUgjQZxz5wFnAJuBp8zsMzP7g5k1DW9kUqXVru1Pg8r50BFqcuETT8x7Q7/qKs1lI1WKcqdUGDM/aib/st8zZxbe7q23/FLgOXm0Xz9YtarSw61IycmQmAhRUf46OTncEUlZlTV3Bk4V/QbobGapZjYGuA8YbGY/A4MDt3HO/YQ/hXQx8B5wvXNOa02XVfPmfnT0ypWQmurnrcmva9e8vPTmm+GJUaSKUZFGCnHO7XTOTQHOBJ4A/gFcGdagDlHqzJl82L8/b3bsyIf9+5Ma6h9bqXwnnZT3YWPvXj/BcH5TpgSPsvn22/DEKVIK1Sl3SoQ799zgos2XX0KjRsHbfPed/7Y7J48mJubNI1EFJSfD2LGwerU/5NWr/W0Vaqq+suRO59zFzrl451wt51xb59wzzrmtzrlTnXOdAtfb8m0/wTl3hHOuc0nm8pJSatMG0tL8H2lGBpx9dnD/uefm5aR//lOTo4sUQUUaKcTMTjSzR4HvgZOA4c65B8McVqmlzpzJwqQkMtavB+fIWL+ehUlJKtREmjp1/KlPOR82Pv+88DYnnJD3pn711f6cZ5EIU11yp1RBJ53kV43KyaM//eSXAs9v9Wro1Ssvl8bGwmefhSXcQ5GUBOnpwW3p6b5dqjblzmqqbl0/cibntM177gnuv+suPyzOzBdv9u0LT5wiEUhFGgliZquAx4F1+FntJwO/mdkxZnZMOGMrraUTJ5KVkRHUlpWRwdKJE8MUkZRI//7Bo2wKLinzzDP+9KmcDxpz5oQnTpF8qlPulGqga1dYtiwvl65d63Nrfnv3wsCBwct+v1ZokZuIsWZN6dqlalDurCHMfFEmJye98UZw/5tv+qKOGbRuDevXhyVMkUgRE+4AJOKsws+yfwZwOn52/RwO+F0YYjokGWlppWqXCFSnDkyd6i/gR9mcckrwNscfn/fzNdfA//6nJWolHFZRTXKnVENt2waPUty+3Z8r9OqrwdtdeGHw7f/9D667LiKW1U1I8IOBQrVLlbYK5c6aZ9iwvFOdfvrJL+WdIy0tbxJi8AtL5P9fT6QG0EgaCeKcG+icGxS4/C7fz4Occ1XqjTI2Pr5U7VIFDBiQ9y1MRgZccklw/1NPBY+y+e678MQpNU51yp1SAzRpAq+8kpdP09PhD38ovN311+edjmAGd98NBw5UfrzAhAkQFxfcFhfn26XqUu4UunXLy0XbtkHv3sH9+U95nzw5LCGKVDYVaSSImZ18kP6GZta9uG0iRZfx44mOjQ1qi46Npcv48WGKSMpV3bp+xsicN/ZPPim8Tb9+eW/s116ruWykwlSn3Ck1UGysHzWTk08zMwvPHwHwj3/4kYo5efW663zBvBKMGgWTJkH79n7X7dv72wXPiJWqRblTgjRp4pfwds4XhK++Orh/zJi8/HP99X6uG5FqyJxm1ZZ8zOwh4Dj80oTz8Esi1gU6AoOA9sAtzrmwDVHo27evS0lJKdG2qTNnsnTiRDLS0oiNj6fL+PG0HTasgiOUsNu7F0aPhmnTit7mu++gb9/Ki0kinpnNc84d0ouiuuVOkSDO+YrIuHEH33bNGmjXruJjkoih3CmV4oknfGE4lGOPhQ8/hIYNKzcmkTIoLneqSCOFmFkT4EL8DPvxQAawBHjbOfdlOGMDvVnKIfjkE/hdMaOmx42DRx+FGE3TVZOV5YNG4P7KnVJzvP46XHDBwbf74YfCpy9ItaLcKZXuiy/8KfChmMHSpYVXuBOJMCrSSLWiN0spk4wMuPJKePnlord55ZXCE2hKtVfWDxqRTrlTKtSkSf600oN57z0444yKj0cqjXKnhNWaNXDMMbB1a+j+t9+GoUMrNyaREigud2pOGhGpWWJjYfr0vLkXPvqo8DYjRuSd81y3LuzfX/lxiohUJWPH5uVV5/wHo1CGDAle9vuZZyo3TpGKtDIZ3kiEF6P89crkcEdU/SUkwJYteZOgFywCn3VWXr65777wxChSSirSiEjN9rvfBa9wUtC+fX4p8Jw3+Ndfr/wYRUSqmqFDg4s28+aF3u7qq4OLNn/7W+XGKVJeVibD3LGQvhpw/nruWBVqKlNsrB+t55yfVDgpKbj/jjvycs0FF+hLOIlYKtKIiOSIjQ3+UPHQQ4W3ueCCvDf4uDi9wYuIlMQxxwTn11WrQm93773BRZuLLvLbi0S6BUmQVeDLnqx03y6Vz8znk5yc8+qrwf2vv573JVxCAmzYEJ44RUJQkUZCMrMUM7s+MJmbSM108815b+7btxfuz8gIHmUzY0alhyiRRblTpITatw8u2mzbFnq7l1+GqKi8PJuU5JfmlWqlWuTO9DWla5fKdcEFeflmwYLgvrVrIT4+L898F7bFxEQAFWmkaCOB1sB3ZjbNzM4wMwt3UCJh07hx8AeKiRMLb3P++Xlv8A0bQmZmpYcpYafcKXIomjQJzrF794ZeneVf/4JatfJybf/+oU9Vlaqm6ufOuITStUv49OyZl2u2bIGuXYP7+/XLyzEvvBCeGKVGU5FGQnLOrXDOJQFHAi8Ck4E1ZnaPmTUNb3QiEeCWW4ofZbN7N9SunfcmP2tW5ccolU65s+pLTobERD94IzHR35YwqFMHli3Ly7PZ2fDYY4W3+/JLqFcvL9e2b+8/dEmVUi1yZ68JEB0X3BYd59slcjVrBj/95PNMZiZccUVw/+WX5+WXm2/2uUikgqlII0Uys57AA8B/gdeAC4FdwMfhjEsk4hQcZfOf/xTeZtiwvDf5P/0JsrIqPUypHMqdVVdysl+kaPVq/6e8erW/rUJNBDCD668PzrUPPFB4uzVroEWL4Hltfvml8uOVUqvyubPDKOg3CeLaA+av+03y7VI1xMTAs8/m5ZiHHw7uf/hhiI72eeWkk/wXciIVwJwmY5MQzGwesAN4BnjNObcvX9/rzrnzwxVb3759XUpKSrh2L1I627dD04N8Cfj5537IvoSVmc1zzvUt62Og3FllJSb6wkxB7dsXPc+tRJBp0+Diiw++3XffQd8y/alLPsqdUiN88olfETSU2rVh8WI44ojKjUmqtOJyp0bSSFFGOOdOdc69mP+NEiCcb5QiVU7BeRbefbfwNgMG5H3je+qpGmVTtSl3VmFripjfs6h2iTAjRwbn208+Cb3dsccGj7R5553KjVNCUe6UyDZoUF5uWbkSGjTI69u/Hzp2zMsps2eHL06pFmLCHYBEJufcr2Z2FtANqJuv/R/hi0qkGhgyJG852Z07oUOH4DltPv7YD7fN8cUXcPLJlRujHDLlzqotISH0SJoEzftZNQ0cGLx8948/+glDCzrrrODbzzwDV11VoaFJMOVOqVISE2HXLv/zb7/Buef6/99ynH563s8TJ/p5DEVKQSNpJCQzewK4CPgjYMAIoH1YgxKpbho18svO5nwz88wzhbfp3z/vm5nTT9comwin3Fm1TZgAcQXm/YyL8+1SDfToETzSZu1an4cLGjMmeKTN3/8eXOyRcqfcKVVWvXrw0Ud5E5zfemtw//jxeblk5Eit/CkloiKNFOVE59zlwHbn3D3ACUC7MMckUr1ddVXeh4cdO/yExPnNnu1H2eS82X/9dTiilOIpd1Zho0bBpEl+DpqchYImTfLtUg21betzbf6V+rp3L7zdPff45b5ycu+YMSqYlz/lTqn6zOD++/NyyksvBfdPn5638mfHjrBpU3jilIinIo0UJSNwnW5mrYFMoEMY4xGpWRo18h8Yct7on3qq8DYnnZT3oWHIEH1oiAzKnVXcqFF+kuDsbH+tAk0N0rixPyUqJ+/u3Vv4VCiAyZODC+annea3lbJQ7pTqJ/88WT/8ENz3yy/QqlVeHpkxIzwxSkRSkUaK8paZNcYvg/g9sAp4qbg7iEgFuvrq4G97809YB/D++8EfGr75JjxxinKnSHVRpw689VZe7s3KgnHjCm/30UcQG5uXfzt39qeySmkod0r11rt3Xi7ZtAk6dQruP//8vBzyxz+GJUSJHCrSSEjOuX8653Y4517DnxPcxTl3V7jjEhH8t727duW92T/xROFtTjwx783+rLP8sACpcMqdItVYVBT8v/8XPK/Nv/5VeLvly6FZM59/69SBf/7Tn1YV4ZKT/XyoUVH+Ojm58vat3Ck1SosWPk84BxkZhfsfeyzvf7j4eP0PVwOpSCOFmFkzM/ujmf3PzP4HXANEhzsuESnCtdfmfWDYts1/o5vfO+9AdHTeG/6cOeGJs5pT7hSpge64I7ho88ILwf3798Ndd0GTJnk5+C9/gQ0bwhNvEZKTYexYv7qZc/567NjKKdQod0qNVrducA4ZNCi4f8OG4P/hNEqvRlCRRoKY2VHAIqAPsBz4GTgWWGRmXcIZm4iUQJMmkJ6e92b/+OOFtzn++Lw3+3PO0Tc05UC5U0QAuPTS4A9cK1bANdcEbzNxov92PCcPX3ONn58ijJKS/FtHfunpvr0iKXdWEyuT4Y1EeDHKX6+sxGFY1c3HH+flj4kTC/fnjNIzg7lzKz8+qRTmtKSg5GNmrwIvO+deLtB+AXCJc+6C8ESWp2/fvi4lJSXcYYhUPdu2QZs2xU9wOWcO9OtXeTFFEDOb55zre4j3Ve4UkYPbsAEefBD++9+itxkxAv76V+jZs9LCiooKvcq42cHr+MqdNdzKZJg7FrLyVfmi46DfJOigmdfLzddf+wUjivLII5rLpoopLndqJI0U1KPgGyVA4BzhEOtSikiV0bSpP/c55xuaxx4rvM1xx+V9QzNsmEbZlJxyp4gc3GGHwX/+EzwR/D//6eeuyfHKK9CrV14uPuMM+OKLCg0rIaF07eVIubOqW5AUXKABf3tBBQ/DqmlOPDF44uGCbrwxeMVPqdJUpJGCfjvEPhGpaq6/Pu8Nf8sWqFUruH/WrLzzoK+4AtavD0+cVYNyp4iUXuPGftTM3r0+F6enw6OPQsuWedt88AEMGJD3Aez44+Htt0MPfTlEEyZAXFxwW1ycb69gyp1VXfqa0rVL2bVoEbzqXNOmwf3vv5+XLy67DA4cCE+ccshiwh2ARJyWZvbnEO0GtKjsYESkkjRr5ie4zPHoo/5bmRzPP+8v4P85ePRR+P3v/T8AAsqdIlIeYmPhhhv8BSAzE156Ce69F37+2bfNmQNnn513ny5dfKHnoosg5tD+tR8VOCslKQnWrPEjaCZMyGuvQMqdVV1cAqSvDt0uFS8qCrZuzbt97bUwaVLe7alT/SXHunXQunXlxSeHRCNppKCngAYhLvWBp8MYl4hUpj/+Me9bmt9+g3vuyevbvBlGjvT/GJjBlVdqlI1yp4hUhFq14PLL85brzcqCmTPh2GPztlm61E9YXKuWz8mtW/tJ44ubfyyEUaNg1Sp/luuqVZVSoAHlzqqv1wQ/B01+0XG+XSrfk0/m/f/23XeF+9u0yRtl8/nnlR+flIgmDpYqRxO4iYTZnDlw002hl/Ju1cpPXjdiRJUbZVOWyS+rAuVOkWrIOfjsMz/S5qOPQm8TF+dH2lx/PTRsWO4hKHcKK5P9HDTpa/wIml4TNGlwpFm9GhITi+5/8EH4058qLRzRxMEiIlKejjsOvv3WfzjYswf+/ve8vo0b/ZD7nFE2V10FaWlhC1VEpFozg4ED4cMP8749nzcPLsi3KFJ6Otx5JzRqlPcN+u23h558VORQdBgF562CS7L9tQo0kad9+7wckZEBbdsG9//5z3n54ZxzynXOKyk9FWlEROTQ1asHd9+d98b/9dfBS3hPmeKH3ptBfLxftURv/CIiFeeYY+DVV0me6khs7ziS5Uyvd1XwNvff70c+5nwoGzcOVq4MT7wiUrnq1oW1a/P+dxs9Orj/rbfyvmyrXRt27w5PnDWYijQiIlJ+TjjBnwaVM8rm7rvz+jZs8JMN57zxjxnj20REpFwlJ8PYsf4Mh5/pxMjfnqFenCN5qoPU1MKnNTz5JBx+uM/NmmNMpGaZPDmvYDN5cnBfZqY/TTKnoLt0aXhirGE0J42EZGaNgcuBRPKtAuacu7GIu1QanRssUkV9842fyybURHbx8X4umwsuCNtcNuUxr4Jyp4hEgsREX6ApqH17PylwkO3b/Yp9997rvzX/5Rc/yqaElDtFqqnvv4c+fYruf+01OP/8younmtGcNHIo3sG/Uf4IzMt3ERE5NCecAHPn5o2yueuuvL60ND/ZcM4om6uvrqqjbJQ7RSTs1qwpRXuTJj4f79/vc3MpCjTlSLlTJNIcc0zeCJstWwr353yxZga33FL58VVjKtJIUeo65/7snJvinHsu5xLuoESkmqhXzy/rnfPm/+WX0DfflwnPPONH15j55SJff72qzGVT7rnTzG4ys0Vm9pOZ3Rxoa2pms83s58B1k3KJXkSqhYSE0rVHAP3fKRLJmjXL+5/twAE46aTg/gcfzCvY9OjhT5OSQ6YijRTlBTO7xsziAx8GmppZ03AHJSLV1Ekn+dOgnPMT1P31r3l969f7b2tyRtlcc41fRSoylWvuNLPuwDVAP6AXcLaZdQJuBz5yznUCPgrcFhEBYMIEv/J2fnFxvj1C6f9OkaoiOtp/uZZTtMk//yDAokX+1Mmcok3k/s8WsTQnjYRkZtcDE4AdQM6LxDnnDg9bUAE6N1ikhvnqKz+XzbwQI9/btvVz2Zx3XpnnsimneRXKNXea2QjgDOfc1YHbfwP2AWOAgc65NDOLBz51znUu7rF6JvR079z6ZlBb/d4NaHxyU7L3Z7N+0tpC92nYrxEN+zUma88B0p5dV6i/0UlNaHB0QzK3Z7IxufBko40HNqV+9wbs37SPTS8XPn2t6eDmxHWux751e9k8o/A/cc3OakFshzgyVqaz9e3NhfpbDG9FnTZ1SV/2G9tmFx6K3fL3h1G7ZR32LNrNjk+3FepvNao1tZrUYvcPu9j51fZC/fFXtiG6fgy75u5g19ydhfpbj21HVO0odny5jT3zC69+0faG9gBs/2Qrv/20J6jPahltrvXDGrZ+sJmM5elB/VH1omk92i+RuuWtTexdlRHUH9M4hsMubQPA5hkb2LduX1B/rRa1aXVRPAAbp6eRuXl/UH+dNnVoMfwwADZMXceBHQeC+usmxtL87JYArJ+SSvZvWUH9sUfG0ez0FgCse3INLjP4/8l63erTZFAzAFIfKzw5il57Ff/aS06GH6ZspXeTPdStAx06BBZ0KufXXsvz4yMud5Yn/d8pUgrvvANnnVV0/1dfwYknVl48EUxz0sih+DPQ0TmX6JzrELgc9I3SzCab2SYzW5Svrchh+WZ2h5mtMLNlZnZGBR2LiFRlJ50EKSl5o2ySkvL6UlP9pHU5o2yuvRY2bQpfrIeYO4uxCBhgZs3MLA4YCrQDWjnn0gAC1y1D3dnMxppZipmlZGrosUiNMmqUT5cDT4Hjjw/XVDMlVt65U0TCYejQvBE2v/xSuP+kk/JG2Dz2WOXHV0VoJI2EZGazgJHOufSDbhx8vwHAHuB551z3QNt/gG3OufvM7HagiXPuNjPrCryEH8bfGvgQONI5l1XEwwP6RkOqvtSZM1k6cSIZaWnExsfTZfx42g4bFu6wqqYvvvCjbH74oXDf0qXQudjBJUHKaSTNIeXOgzzmGOB6fG5dDGQAo51zjfNts905V+y8NMqdIlIRIjV3lhflTpFykJHhl50r6ou04cP9alFhWuEzHDSSRg5FFjDfzJ40s0dyLge7k3Puc6DguN5hQM7kb88B5+Vrn+ac2+ecWwmswBdsRKqt1JkzWZiURMb69eAcGevXszApidSZM8MdWtXUv79fItI52LUL7rwzr6+o5U0q1iHlzuI4555xzh3jnBuAz68/AxsDpzkRuA7r8CERkTIq99wpIhEkNtbPTeMcZGf7oX75zZiRNyo6Z7W5GkxFGinKG/hzg7+m7EshFjUsvw2Q/0T01ECbSLW1dOJEsjKCz+/Pyshg6cSJYYqoGmnQwM+KmTPMdvDgcETxBuWXOwEws5aB6wTgfPwIxFnAFYFNrgBU5RORquwNyjl3ikiEMoOpU/P+X5s0Kbj/n/+EOnX8dmPGwNat4YkzjGLCHYBEJufcc2ZWGzgy0LTMOVfeExqEGs8W8vw7MxsLjAVIiOD1I0UOJiMtrVTtUrVUUO58zcyaAZnA9c657WZ2H/By4FSoNcCIMu5DRCRsKun/ThGJRNdc4y8A69bBn/4Er7zib0+e7C8AAwfCE0+U6lT2qkojaSQkMxuIH1L/P+BxYHlgvplDUdSw/FT8BJg52gKFl2gAnHOTnHN9nXN9W7RocYhhiIRfbHx8qdqlainn3AmAc66/c66rc66Xc+6jQNtW59ypzrlOgevCy8eIiFQRFZE7RaQKatMGXn7Zj7DZswduuy2v79NPoUsXP8KmXTv48MOwhVnRVKSRojwAnO6cOyUwD8IZwEOH+FhFDcufBYw0szpm1gHoBMwtQ8wiEa/L+PFEx8YGtUXHxtJl/PgwRSTlrDxzp4hITVHuudPMbjKzRWb2k5ndHGgrcsVREYkw9erBfff5gk1WVvBpUamp/rT2nJWinnzSz3VTTahII0Wp5ZxblnPDObccqHWwO5nZS8A3QGczSw0Mxb8PGGxmPwODA7dxzv0EvIxfreQ9/DD+Yld2Eqnq2g4bRs8JE4ht3RrMiG3dmp4TJmh1p+rjkHKniEgNV66508y6A9fgF6ToBZxtZp2A24GPnHOdgI8Ct0Uk0kVF+VOicuaxmT0b8k+BMW4cREf7gs1tt8Fvvx36vlYmwxuJ8GKUv16ZXNboS01LcEtIZjYZPz/MC4GmUUCMc250+KLytBSiiFSEclpGVrlTRGqUSMydZjYCOMM5d3Xg9t+AfcAYYKBzLi1wCv6nzrliJ7hQ7hSJcMuWwXXXwSefFO674AJ4+GF/GlVJrEyGuWMhKz2vLToO+k2CDqOKvt8hKC53auJgKcp1wPXAjfgJfj/HnyMsIiJFU+4UESm98s6di4AJgUnXM4ChQAoFVhzNWT2vOPs37Sf1sdVBbfV7N6DxyU3J3p/N+klrC92nYb9GNOzXmKw9B0h7dl2h/kYnNaHB0Q3J3J7JxuTC0zE2HtiU+t0bsH/TPja9vKFQf9PBzYnrXI996/ayecbGQv3NzmpBbIc4Mlams/XtzYX6WwxvRZ02dUlf9hvbZm8p1N/y94dRu2Ud9izazY5PC0951mpUa2o1qcXuH3ax86vthfrjr2xDdP0Yds3dwa65Owv1tx7bjqjaUez4cht75u8u1N/2hvYAbP9kK7/9tCeoz2oZba71Iyi2frCZjOXpQf1R9aJpPbotAFve2sTeVcErasY0juGwS/0H9s0zNrBv3b6g/lotatPqIj9P4MbpaWRuDl4Kuk6bOrQYfhgAG6au48COA0H9dRNjaX62f1mtn5JK9m/BJwnEHhlHs9P9/JrrnlyDywweMFGvW32aDGoGUOh1B3rthX7t1YXzp8D5ED8sjuh/3Mmur7ewq+t5vvvmwNw19evTelwiUcf1Kfq11zYJstLZnjaa33aektexJAaLX1Our73iqEgjITnn9pnZY8Bs/DcbmmVfROQglDtFREqvvHOnc26Jmd0feLw9wALgQPH3ypN/VdEuh3U51DBEpLI1aQJPPQVzd8Cc7bA2FVb+6vv27IGTT4YDe6HflTDkemjRnKAFh9PXhH7c7L0VHHgwne4kIQVm2X8OWIV/5bYDrnDOfR6+qDwNOxWRilBOQ/YHotwpIjVIVcidZvYv/KqiN6HTnURqHufg1Vdh9OjQ89Xcf79f+vvtTpBeeAQTce3hvFXlGlJxuVMTB0tRtEKJiFRJqTNn8mH//rzZsSMf9u9P6syZB79T+VHuFBEpvYpY3all4DoBOB94iaJXHBWpviJgItywM4MRI/xoGudgzhzo2TOv/7bboHZtGL4aJsdA/jpOdBz0mhD6cSvoudXpTlKUQrPsm5lWKBGRiJY6cyYLk5LIyvDnAWesX8/CpCSAylpBS7lTRKT0KiJ3vhaYkyYTv4LodjO7D3g5sProGmBEGfchEtkKToSbvtrfhnKfCLdK6dcPFizwP69dCzfdBDNm+NsfHfBrvwH0rAsP/SP0c1WBz61G0khRUszsGTMbGLg8BcwLd1AiIsVZOnFiboEmR1ZGBksnTqysEJQ7RURKr9xzp3Ouv3Ouq3Oul3Puo0DbVufcqc65ToHrwjOTilQnC5KCVyoCf3tBUnjiiUTt2sHrr/sRNrt3w/jxeX0L98Kp4/1InA4d4NNP8/oq8LlVkUaKch3wE36W/ZuAxcC4sEYkInIQGWlppWqvAMqdIiKlp9wpUhGKmgi3qPaarn59+O9/fcEmKwv+3//L61u1CgYN8gUbM3hnNWSHeIxyeG51upOE5JzbBzwYuIiIVAmx8fFkrC+8pGRsfHyl7F+5U0Sk9JQ7RSpIXEIRE+EmVH4sVU1UFIwb5y8AH3wAV10F6wJLmz8VuACMAX4X+LkcnlsVaSSImf2IX/owJOdcz6L6RETCrcv48UFz0gBEx8bSJf/Q1Qqg3CkiUnrKnSIVrNeE4HlToPiJcKVop58Oqan+5yVL4MrzYe5Sf/sZYABQp3yeWxVppKCzwx2AiMihypkceOnEiWSkpREbH0+X8eMrY9Jg5U4RkdJT7hSpSDkT2C5I8qfhxCX4IkJNnjS4PBx1FMxZ4icP/uJ22JIKDduX23OrIo0Ecc4VGg9nZs2Brc65Ir/pEBGJFG2HDauslZxyKXeKiJSecqdIJegwSkWZilJBz60mDpYgZna8mX1qZq+b2dFmtghYBGw0syHhjk9EJBIpd4qIlJ5yp4hIYRpJIwU9BtwJNAI+Bs50zn1rZl2Al4D3whmciEiEUu4UESk95U4RkQI0kkYKinHOfeCcewXY4Jz7FsA5tzTMcYmIRDLlThGR0lPuFBEpQEUaKSj/au8ZBfp0brCISGjKnSIipafcKSJSgE53koJ6mdkuwIDYwM8EbtcNX1giIhFNuVNEpPSUO0VEClCRRoI456LDHYOISFWj3CkiUnrKnSIihel0JxERERGRcpKcDImJEBXlr5OTwx2RiIhUJRpJIyIiIiJSDpKTYexYSE/3t1ev9rcBRo0KX1wiIlJ1aCSNiIiIiEg5SErKK9DkSE/37SIiIiWhIo2IiIiISDlYs6Z07SIiIgWpSCMiIiIiUg4SEkrXLiIiUpCKNCIiIiIi5WDCBIiLC26Li/PtIiIiJaEijYiIiIhIORg1CiZNgvbtwcxfT5qkSYNFRKTktLqTiIiIiEg5GTVKRRkRETl0GkkjIiIiIiIiIhIBVKQREREREREREYkAKtKIiIiIiIiIiEQAFWlERERERERERCKAijQiIiIiIiIiIhFARRoREREREREROTQrk+GNRHgxyl+vTA53RFWaijQiIiIiIkByMiQmQlSUv07W5wwRkeKtTIa5YyF9NeD89dyxKtSUgYo0IhJxUmfO5MP+/XmzY0c+7N+f1Jkzwx2SiIhUc8nJMHYsrF4NzvnrsWNVqBERKdaCJMhKD27LSvftckhUpBGRiJI6cyYLk5LIWL8enCNj/XoWJiWpUCMiIhUqKQnSC3zOSE/37SIiUoT0NaVrl4NSkUZEIsrSiRPJysgIasvKyGDpxIlhikhERGqCNUV8niiqXUREgLiE0rXLQalIIyIRJSMtrVTtItWdmf3JzH4ys0Vm9pKZ1TWzpmY228x+Dlw3CXecIlVdQhGfJ4pqFxERoNcEiI4LbouO8+2locmHc6lIIyIRJTY+vlTtItWZmbUBbgT6Oue6A9HASOB24CPnXCfgo8BtESmDCRMgrsDnjLg43y4iIkXoMAr6TYK49oD5636TfHtJafLhICrSiEhE6TJ+PNGxsUFt0bGxdBk/PkwRiYRdDBBrZjFAHLAeGAY8F+h/DjgvPKGJVB+jRsGkSdC+PZj560mTfLuIiBSjwyg4bxVcku2vS1OgAU0+XEBMuAMQEcmv7bBhgJ+bJiMtjdj4eLqMH5/bLlKTOOfWmdlEYA2QAXzgnPvAzFo559IC26SZWcuwBipSTYwapaKMiEil0+TDQVSkEZGI03bYMBVlRIDAXDPDgA7ADuAVM7u0FPcfC4wFSNDEGiIiIhKJ4hICpzqFaK+BdLqTiIhI5DoNWOmc2+ycywReB04ENppZPEDgelOoOzvnJjnn+jrn+rZo0aLSghYREREpsfKafLiaUJFGREQkcq0BjjezODMz4FRgCTALuCKwzRXAzDDFJyIiIlI25TH5cDWi051EREQilHNujpm9CnwPHAB+ACYB9YGXzWwMvpAzInxRioiIiJRRh1E1tihTkIo0IiIiEcw5dzdwd4HmffhRNSIiIiJSjeh0JxERERERERGRCKAijYiIiIiIiIhIBFCRRkREREREREQkAqhIIyIiIiIiIiISAVSkkUpjZjeZ2SIz+8nMbg60NTWz2Wb2c+C6SZjDFBEREREREQkLFWmkUphZd+AaoB/QCzjbzDoBtwMfOec6AR8FbouIiIiIiIjUOCrSSGU5CvjWOZfunDsAfAYMB4YBzwW2eQ44LzzhiYiIiEh1YWZ/CozeXmRmL5lZXY3gFpGqICbcAUiNsQiYYGbNgAxgKJACtHLOpQE459LMrOXBHmj/pv2kPrY6qK1+7wY0Prkp2fuzWT9pbaH7NOzXiIb9GpO15wBpz64r1N/opCY0OLohmdsz2Zi8vlB/44FNqd+9Afs37WPTyxsK9Tcd3Jy4zvXYt24vm2dsLNTf7KwWxHaII2NlOlvf3lyov8XwVtRpU5f0Zb+xbfaWQv0tf38YtVvWYc+i3ez4dFuh/lajWlOrSS12/7CLnV9tL9Qff2UbouvHsGvuDnbN3Vmov/XYdkTVjmLHl9vYM393of62N7QHYPsnW/ntpz1BfVbLaHNtAgBbP9hMxvL0oP6oetG0Ht0WgC1vbWLvqoyg/pjGMRx2aRsANs/YwL51+4L6a7WoTauL4gHYOD2NzM37g/rrtKlDi+GHAbBh6joO7DgQ1F83MZbmZ/uX1fopqWT/lhXUH3tkHM1ObwHAuifX4DJdUH+9bvVpMqgZQKHXHei1V51eeyIiUj2YWRvgRqCrcy7DzF4GRgJd8SO47zOz2/EjuG8LY6giIoVoJI1UCufcEuB+YDbwHrAAOFDsnfIxs7FmlmJmKZmZmRUUpYiIiIhUEzFArJnFAHHAejSCW0SqAHPOHXwrkXJmZv8CUoGbgIGBUTTxwKfOuc7F3bdv374uJSWlMsIUkRrEzOY55/qGO46KotwpIhUhUnOnmd0ETMCP4P7AOTfKzHY45xrn22a7c67YU56UO0WkIhSXOzWSRipNzqlMZpYAnA+8BMwCrghscgUwMzzRiYiIiEh1EJhrZhjQAWgN1DOzS0tx/9wR3Js3Fz5VWESkIqlII5XpNTNbDLwJXO+c2w7cBww2s5+BwYHbIiIiIiKH6jRgpXNus3MuE3gdOBHYGBi5TeB6U6g7O+cmOef6Ouf6tmjRotKCFhEBTRwslcg51z9E21bg1DCEIyIiIiLV0xrgeDOLw5/udCp+wYrf8CO370MjuEUkQqlIIyIiIiIi1YZzbo6ZvQp8j1+o4gdgElAfeNnMxuALOSPCF6WISGgq0oiIiIiISLXinLsbuLtA8z40gltEIpzmpBERERERERERiQAq0oiIiIiIiIiIRAAVaUREREREREREIoCKNCIiIiIiIiIiEUBFGhERERERERGRCKAijYiIiIiIiIhIBFCRRkREREREREQkAqhIIyIiIaXOnMmH/fvzZseOfNi/P6kzZ4Y7JBERERGRai0m3AGIiEjkSZ05k4VJSWRlZACQsX49C5OSAGg7bFg4QxMRERERqbY0kkZERApZOnFiboEmR1ZGBksnTgxTRCIiIiIi1Z+KNCIiUkhGWlqp2kVEREREpOxUpBERkUJi4+NL1S4iIiIiImWnIo2IiBTSZfx4omNjg9qiY2PpMn58mCISEREREan+NHGwiIgUkjM58NKJE8lISyM2Pp4u48dr0mARERERkQqkIo2IiITUdtgwFWVERERERCqRTncSEREREREREYkAKtKIiIiIiIiIiEQAFWlERERERERERCKAijQiIiIiIiIiIhFARRoRERERERERkQigIo2IiIiIiIiISARQkUZEREREREREJAKoSCMiIiIiIiIiEgFUpBERERERERERiQAq0oiIVEOpM2fyYf/+vNmxIx/270/qzJnhDkkOgZl1NrP5+S67zOxmM2tqZrPN7OfAdZNwxyrhlZwMiYkQFeWvk5PDHZGISBWwMhneSIQXo/z1SiVPCT8VaUREqpnUmTNZmJRExvr14BwZ69ezMClJhZoqyDm3zDnX2znXG+gDpAMzgNuBj5xznYCPArelhkpOhrFjYfVqcM5fjx2rQo2ISLFWJsPcsZC+GnD+eu5YFWok7FSkERGpZpZOnEhWRkZQW1ZGBksnTgxTRFJOTgV+cc6tBoYBzwXanwPOC1dQEn5JSZCeHtyWnu7bRUSkCAuSIKtA8sxK9+0iYaQijYhINZORllaqdqkyRgIvBX5u5ZxLAwhctwx1BzMba2YpZpayefPmSgpTKtuaNaVrFxERIL2IJFlUu0glUZFGRKSaiY2PL1W7RD4zqw2cC7xSmvs55yY55/o65/q2aNGiYoKTsEtIKF27iIgAcUUkyaLaRSqJijQiItVMl/HjiY6NDWqLjo2ly/jxYYpIysGZwPfOuY2B2xvNLB4gcL0pbJFJ2E2YAHFxwW1xcb5dRESK0GsCRBdIntFxvl0kjFSkERGpZtoOG0bPCROIbd0azIht3ZqeEybQdtiwcIcmh+5i8k51ApgFXBH4+QpAs0LXYKNGwaRJ0L49mPnrSZN8u4iIFKHDKOg3CeLaA+av+03y7SJhFBPuAEREpPy1HTZMRZlqwszigMHAtfma7wNeNrMxwBpgRDhik8gxapSKMiIipdZhlIoyEnFUpBEREYlgzrl0oFmBtq341Z5EREREpBrR6U4iIiIiIiIiIhFARRoRERERERERkQigIo2IiIiIiIiISARQkUZEREREREREJAKoSCMiIiIiIiIiEgFUpBERERERERERiQAq0oiIiIiIiIiIRABzzoU7BpFSMbPNwOoK3k1zYEsF70P71/61/8jaf3vnXIsw7LdSKHdq/9q/9l9BlDvLrqa+drR/7b8m77/I3KkijUgIZpbinOur/Wv/2n/N278cunD/7rR/7V/7V+6sisL9u9P+tX/tP7Jyp053EhERERERERGJACrSiIiIiIiIiIhEABVpREKbpP1r/9p/jd2/HLpw/+60f+1f+5eqKNy/O+1f+9f+I4jmpBERERERERERiQAaSSMiIiIiIiIiEgFUpJEaxczamdknZrbEzH4ys5sC7f80s4VmNt/MPjCz1kXcf5WZ/RjYLqW89p+vf7yZOTNrXsT9h5jZMjNbYWa3h2H/FXL8ZvZ3M1sXeNz5Zja0iPtXyPGXYv8V9vs3sz8Gju0nM/tPEfevsN9/CfdfUb//6fme+1VmNr+I+5fp+OXQKG/W7LxZTjEodyp31jjKnTU7dypvKm+WiXNOF11qzAWIB44J/NwAWA50BRrm2+ZG4Iki7r8KaF7e+w/cbge8D6wOtQ8gGvgFOByoDSzIuW9l7L8ijx/4OzD+IPetsOMvyf4r+PgHAR8CdQJ9LSv5+A+6/4p+/efb5gHgroo4fl3K/XWrvFkD8mZZY6jg50C5M28b5c4IuxTzulHurAG5syz7r+DjV97M2yZi86ZG0kiN4pxLc859H/h5N7AEaOOc25Vvs3pAhUzWVNT+A90PAbcWs+9+wArn3K/Ouf3ANGBYJe6/zA6y/4Op6OOvcMXs/zrgPufcvkDfphB3r8jjL8n+y+xgz7+ZGfB74KUQdy/z8cuhUd6s2XmzHGIoM+VO5c6qSLmzZudO5U3lzbJQkUZqLDNLBI4G5gRuTzCztcAo4K4i7uaAD8xsnpmNLa/9m9m5wDrn3IJi7tIGWJvvdiplSPaHsH+ooOMPNN0QGP472cyahLhLhR1/CfcPFXf8RwL9zWyOmX1mZseGuEtFHn9J9g8V+/sH6A9sdM79HOIu5Xr8cmiUN2t23jzEGEC5U7mzhlPurNm5U3lTebO0VKSRGsnM6gOvATfnfKPhnEtyzrUDkoEbirjrSc65Y4AzgevNbEBZ9w8cAJIo+k06924h2g7pG4hD3D9UwPEHnv//BxwB9AbS8MMPC90tRFuZj78U+4eKO/4YoAlwPPAX4OVAhT/obiEeqryOvyT7h4o7/hwXE/obDSjH45dDo7xZs/NmGWIA5U7lzhpMubNm507lTeXNQ6EijdQ4ZlYL/8ea7Jx7PcQmLwIXhLqvc2594HoTMAM/HK6s+z8C6AAsMLNVQFvgezM7rMBdU/Hn8OZoC6yvxP1X1PHjnNvonMtyzmUDTxXxuBV1/CXdf4UdP/7YXnfeXCAbKDiRXoUdfwn3X5HHj5nFAOcD04u4a7kcvxwa5c2anTfLGINyp3JnjaXcWbNzp/Km8uYhc5U4AY4uuoT7gq+MPg/8X4H2Tvl+/iPwaoj71gMa5Pv5a2BIeey/wDarCD2JWwzwK/7NLWcSq26VuP8KO34gPt/PfwKmVebxl3D/FXn844B/BH4+Ej/E0irx+Euy/wp9/QNDgM+KuW+Zj1+XQ7sob9bsvFkOMSh3KnfWyItyZ83OncqbyptluVTajnTRJRIuwMn44WoLgfmBy1B8lXVRoP1N/MRuAK2BdwI/Hx74I10A/AQkldf+C2yT+4aVf/+B20Pxs5P/Utn7r8jjB14Afgy0zyLwBlZZx1+S/Vfw8dcGpgZeg98Dv6vk4z/o/ivy+AN9zwLjCmxfrsevy6FdinndKG8eZP8VefxUUt4sawwV/Bwodyp3RuylmNeNcudB9l+Rx4/+51TerAJ50wJBiIiIiIiIiIhIGGlOGhERERERERGRCKAijYiIiIiIiIhIBFCRRkREREREREQkAqhIIyIiIiIiIiISAVSkERERERERERGJACrSiEiFMLMkM/vJzBaa2XwzO+4g2z9rZhcGfn7azLoeZPtxZnZ54Ocrzaz1IcT4qpkdXoLt4s3sAzMbaGZvleLxa5vZ52YWU9rYRKRmUu5U7hSR0lPuVO6sTvQLFJFyZ2YnAGcDxzjn9plZc6B2Se/vnLu6BNs8ke/mlcAiYH0pYuwGRDvnfi3B5kOA90v62Dmcc/vN7CPgIiC5tPcXkZpFudNT7hSR0lDu9JQ7qw+NpBGRihAPbHHO7QNwzm1xzq0HMLO7zOw7M1tkZpPMzAre2cw+NbO+gZ/3mNkEM1tgZt+aWatA+9/NbHzgW5C+QHLgm5OzzGxGvscabGavh4hxFDAz33ZjzGx5YN9Pmdlj+bYdArxbIMZjzewHMzvczFqY2Wwz+97MnjSz1YF/EADeCOxLRORglDuVO0Wk9JQ7lTurFRVpRKQifAC0C7z5PG5mp+Tre8w5d6xzrjsQi//mozj1gG+dc72Az4Fr8nc6514FUoBRzrnewDvAUWbWIrDJaGBKiMc9CZgHYH7I6t+A44HBQJecjcwsGujsnFucr+1E4AlgWOAbkbuBj51zx8D/b+9uXq2q4jCOfx8HmXCDJBqEIg2KiCZKb4hCWhFEOCpqEhiC/gOOgiCbSPNApaiEBlkODCKSKFJoYiENjCJoUIaKGGVpXNF7+TXYy+7WvPfcE+fC6fT9jM7ee+299p48C9bb4RCwplfPN8CDA75RksDsNDsl/Rtm5xyzcwLYSSNp5KrqInA/sAM4B7yX5IV2eXOSY0lOAI8C9w143GXg6nrc48CdA+ou4B3g+SS3Auu5bjSiuaO9G8BDwNGq+rWqrgAHe+UeBo71ju8FXge2VNXJdm4jcKDVfxj4rfc+s8DlJLcs+JWS/vfMTrNT0vDMTrNz0rgnjaQl0RqJI8CR1jBuTXIA2AM8UFU/J9kF3DzgUVdaAwgwy+Jy623gQ+AScLCqZm5QZrpX9z+mvvY8CRzuHZ9p961jbi3yQvcDLG/vIkkLMjuvYXZKWhSz8xpm53+cM2kkjVySe5Lc3Tu1FviJucbplyRTwDMjqvIC8PeIQVuHfBp4Cdg/zz3fAXe1318CjyRZmW5H/Kd75R4DPusdnweeAnYn2dTOfQE8C5DkCWDl1cJJbgPOtZESSZqX2Wl2Shqe2Wl2Thpn0khaClPAa23a5wzwA7Cjqs4neQM4AfwIfDWi+vYD+5JMA+urappuV/vb+2t6r/MRsAn4tKpOJdlNN730NPAt8HtbX3ypqv7o31hVZ5NsAT5Osg14BXg3yXPAUbpRjwut+Ga69cqSNIjZaXZKGp7ZaXZOlMzN5pKkydF2yf+6qt6c5/oK4HNgQ1XNJpmqqottROMQ8Bbd5nGrq+rVAXUtB2araibd30DubZvJ0Xb4f7Gqvh/Zx0nSEjE7JWl4ZqdGyZk0kiZOkuPAn8DO+cpU1XSSl4FVwElgV5LH6abGfgJ8UIvvxV4DvJ9kGd2Gc9vbe9zUnmNDKWnsmZ2SNDyzU6PmTBpJkiRJkqQx4MbBkiRJkiRJY8BOGkmSJEmSpDFgJ40kSZIkSdIYsJNGkiRJkiRpDNhJI0mSJEmSNAbspJEkSZIkSRoDfwFwMZm/nMyeuQAAAABJRU5ErkJggg==\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,saljan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,salfeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,salmar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Salinity (g/kg)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Absolute Surface Salinity by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "# JAN\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(saljan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Salinity (g/kg)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(saljan,yearday1)\n", "ax2[0].plot(saljan, y, 'r', label='Fitted line')\n", "ax2[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[1].plot(saljan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Salinity (g/kg)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(saljan,yearday2)\n", "ax2[1].plot(saljan, y, 'r', label='Fitted line')\n", "ax2[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[2].plot(saljan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Salinity (g/kg)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax2[1].set_title('Bloom Date vs. January Average Absolute Surface Salinity')\n", "y,r2,m,b=bloomdrivers.reg_r2(saljan,yearday3)\n", "ax2[2].plot(saljan, y, 'r', label='Fitted line')\n", "ax2[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# FEB\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(salfeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Salinity (g/kg)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(salfeb,yearday1)\n", "ax3[0].plot(salfeb, y, 'r', label='Fitted line')\n", "ax3[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[1].plot(salfeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Salinity (g/kg)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(salfeb,yearday2)\n", "ax3[1].plot(salfeb, y, 'r', label='Fitted line')\n", "ax3[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[2].plot(salfeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Salinity (g/kg)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax3[1].set_title('Bloom Date vs. February Average Absolute Surface Salinity')\n", "y,r2,m,b=bloomdrivers.reg_r2(salfeb,yearday3)\n", "ax3[2].plot(salfeb, y, 'r', label='Fitted line')\n", "ax3[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# MAR\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(salmar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Salinity (g/kg)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(salmar,yearday1)\n", "ax4[0].plot(salmar, y, 'r', label='Fitted line')\n", "ax4[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "\n", "ax4[1].plot(salmar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Salinity (g/kg)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(salmar,yearday2)\n", "ax4[1].plot(salmar, y, 'r', label='Fitted line')\n", "ax4[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[2].plot(salmar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Salinity (g/kg)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax4[1].set_title('Bloom Date vs. March Average Absolute Surface Salinity')\n", "y,r2,m,b=bloomdrivers.reg_r2(salmar,yearday3)\n", "ax4[2].plot(salmar, y, 'r', label='Fitted line')\n", "ax4[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Monthly average Fraser river flow (January-March)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fraseryears=years[:-1]\n", "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,fraserjan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,fraserfeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,frasermar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Flow (m$^3$s$^{-1}$)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Fraser River Flow by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "ax.invert_yaxis()\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "# JAN\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(fraserjan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Flow (m$^3$s$^{-1}$)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(fraserjan,yearday1)\n", "ax2[0].plot(fraserjan, y, 'r', label='Fitted line')\n", "ax2[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[1].plot(fraserjan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Flow (m$^3$s$^{-1}$)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(fraserjan,yearday2)\n", "ax2[1].plot(fraserjan, y, 'r', label='Fitted line')\n", "ax2[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[2].plot(fraserjan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Flow (m$^3$s$^{-1}$)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax2[1].set_title('Bloom Date vs. January Average Fraser River Flow')\n", "y,r2,m,b=bloomdrivers.reg_r2(fraserjan,yearday3)\n", "ax2[2].plot(fraserjan, y, 'r', label='Fitted line')\n", "ax2[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# FEB\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(fraserfeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Flow (m$^3$s$^{-1}$)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(fraserfeb,yearday1)\n", "ax3[0].plot(fraserfeb, y, 'r', label='Fitted line')\n", "ax3[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "\n", "ax3[1].plot(fraserfeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Flow (m$^3$s$^{-1}$)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(fraserfeb,yearday2)\n", "ax3[1].plot(fraserfeb, y, 'r', label='Fitted line')\n", "ax3[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[2].plot(fraserfeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Flow (m$^3$s$^{-1}$)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax3[1].set_title('Bloom Date vs. February Average Fraser River Flow')\n", "y,r2,m,b=bloomdrivers.reg_r2(fraserfeb,yearday3)\n", "ax3[2].plot(fraserfeb, y, 'r', label='Fitted line')\n", "ax3[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# MAR\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(frasermar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Flow (m$^3$s$^{-1}$)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(frasermar,yearday1)\n", "ax4[0].plot(frasermar, y, 'r', label='Fitted line')\n", "ax4[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[1].plot(frasermar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Flow (m$^3$s$^{-1}$)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(frasermar,yearday2)\n", "ax4[1].plot(frasermar, y, 'r', label='Fitted line')\n", "ax4[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[2].plot(frasermar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Flow (m$^3$s$^{-1}$)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax4[1].set_title('Bloom Date vs. March Average Fraser River Flow')\n", "y,r2,m,b=bloomdrivers.reg_r2(frasermar,yearday3)\n", "ax4[2].plot(frasermar, y, 'r', label='Fitted line')\n", "ax4[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st'https://open.spotify.com/track/5la5PTcDm8oQuzHX9ssVZf)\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Monthly average surface zooplankton concentration (January-March)" ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 40, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,zoojan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,zoofeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,zoomar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Zooplankon Concentration ($\\mu$M N)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Surface Zooplankon Concentration by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "ax.invert_yaxis()\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(zoojan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax2[1].plot(zoojan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax2[2].plot(zoojan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax2[1].set_title('Bloom Date vs. January Average Surface Zooplankon Concentration')\n", "\n", "\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(zoofeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax3[1].plot(zoofeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax3[2].plot(zoofeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax3[1].set_title('Bloom Date vs. February Average Surface Zooplankon Concentration')\n", "\n", "\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(zoomar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax4[1].plot(zoomar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax4[2].plot(zoomar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax4[1].set_title('Bloom Date vs. March Average Surface Zooplankon Concentration')\n", "\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Monthly average surface mesozooplankton concentration (January-March)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,mesozoojan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,mesozoofeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,mesozoomar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Mesozooplankon Concentration ($\\mu$M N)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Surface Mesozooplankon Concentration by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "ax.invert_yaxis()\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(mesozoojan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax2[1].plot(mesozoojan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax2[2].plot(mesozoojan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax2[1].set_title('Bloom Date vs. January Average Surface Mesozooplankon Concentration')\n", "\n", "\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(mesozoofeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax3[1].plot(mesozoofeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax3[2].plot(mesozoofeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax3[1].set_title('Bloom Date vs. February Average Surface Mesozooplankon Concentration')\n", "\n", "\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(mesozoomar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax4[1].plot(mesozoomar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax4[2].plot(mesozoomar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax4[1].set_title('Bloom Date vs. March Average Surface Mesozooplankon Concentration')\n", "\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Monthly average surface microzooplankton concentration (January-March)" ] }, { "cell_type": "code", "execution_count": 42, "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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6RowYMe7yyy8fmpeXN+6UU04ZFXkjpkyZkv/22297APbt25cwcODACZH7TJ48OX/s2LFjxo4dO+b111/3Aixfvjx56tSpo2fPnj08Pz9/3I033pj7i1/8IjsSw3e/+92B//u//5vdXGwrVqxI+utf/7r9+eefTwd45plnUr785S+PiGyzfPny5DPPPDMP4B//+EfKcccdVzB27Ngxs2bNGlFeXm4DGDhw4IRbb711wOTJk/MfeeSR9HvuuSdz/PjxY/Lz88eee+65IysrK20Aa9eudU6aNKlg/PjxY2666abc6KMeP/3pT3PGjx8/ZvTo0WO///3v53bx26CUiiMbFi0i6Pc3agv6/WxYtChGESmllOqL/AE/O8p28MmeT3h508v89bO/8smeT2IdVq+3fcmSjNdOPnnCS3l5k187+eQJ25cs6ZIC3VlnnVX+7LPPpgE8/fTTGZdccklJ5LaKigrbV7/61WHjx48fM2bMmLFPPvlkWk1Njdx99925L730UnpBQcHYhx9+OP3mm2/OveKKK4aecsopoy6++OLhy5cvT45UjcvLy22XXnrpsNGjR48dPXr02EcffTQt/LjVQ4cObTPJbkmrszr3JB6PJ/Tyyy9vycjICO3bty9h6tSpBVdeeWUZwM6dO11PPvlk4bRp03Z8+ctfHvH444+nf+c73ylpaV+5ubn177zzziaPx2PWrFnjvOKKK0Z88cUX6wFWr17t/eyzz9YWFBTUbdy40XHRRReN/OlPf1oUDAZ54YUX0j/55JMjjjIsWbIk7YwzziifOHFibVpaWvDdd9/1XHTRRRU33njj0IqKCltKSkro6aefTr/00ktL9u3bl/B///d/A95+++1NKSkpoQULFvT/xS9+kbNo0aJ9AC6XK7Ry5cqNAPv377ffcsstxQDf+973cu+7777MBQsWFN1www2Dv/Od7xR961vfKvn1r3+dFYnjH//4R8qWLVtcq1evXm+MYebMmXn/+te/kmbNmlXVpW+GUiou+Pft61C7Ukop1R71oXqKfcUUVRcdcTpYfZAiX+O2qrojf6redsptnDjwxBhEHx+2L1mSsXbhwqGh2lobQG1RkWPtwoVDAYbNndtintQeX/va10ruvPPOAZdddlnZ+vXrPdddd92h999/Pwng9ttvHzBjxoyKZ599dntxcbH9hBNOGHPBBRdU/PjHP967YsUK7+OPP74T4Oabb3avXr3a89FHH21ISkoyy5cvT47s/7bbbhuQkpIS3LRp0zqAgwcP2jsTb0S7E99vLPvG4C+KvvB0xYNGjM8e73tkziOtlrQjQqGQ3HTTTYM+/PDDJJvNRlFRkWP37t0JAAMHDqydNm2aH+D444/3bd++3dnavurq6uS6664bum7dOrfNZmPHjh0N20+cOLG6oKCgDiA/P78uLS2t/r333nPv27cvcdy4cb7+/fsHm+7vmWeeybjxxhuLAC655JKSJ554IuPUU0/1nXHGGRVLly5Nvfbaa0v/85//pD7wwAO7X3nlleStW7e6pkyZUgAQCARk8uTJDd/2r3/966WRyytXrnTfcccdAysrK+3V1dX2008/vRzgs88+S3rttde2AFx//fWH7rrrrkEAr7zySsrbb7+dMnbs2LEAPp/PtmHDBpcmvkqp5rgHDLC6OTfTrpRSSkUYYyirKTucvPoONpvURk6H/Iea3Y9d7GR7sxtOI9JHkO3JbtQWOeUk5RzjZxlfNj3wwMBI0hsRqq21bXrggYGdTXynTp3q3717t/Phhx/OmDlzZnn0bW+99VbKq6++mnbffff1B6itrZUtW7Y4mtvPeeedV5aUlHTEZF1vv/12ytKlSwsj17Oyso7Iv45Gr6n4PvTQQxmHDh1KWLNmzXqn02kGDhw4we/32wAcDkfDC2a3202kPSEhwQSD1uvk8/kkss3ChQtzsrOzA3//+9+3hUIh3G735MhtHo8nFP241157bfGf//znzKKiosRrr732iG/x/v377R9++GHKpk2b3DfccAPBYFBExPzpT3/affnll5f84Q9/yM7MzAxOnDjRl56eHjLGcOqpp1a89NJL25p7nsnJyQ2PP2/evOHPPffclpNPPtl/33339fvvf/+b3Nx9Iowx3HTTTft+8IMfFLfxciqlutjuZcvYsGgR/n37cA8YQMGttzJozpxYh9WqgltvZfWCBY26O9tdLgpuvTWGUSmllDoWfAGfVX1tLnn1HVmlDYSa72Ga4c5oSFbHZo3ljGFnNJvIZnuzSXOlYZNeM9KyV6s9eLDZZLOl9o4677zzyu68887Br7322saioqKGnNIYw3PPPbdl0qRJtdHbv/vuu96m+/B6vaGmbZF9iEhzN3VKuxPf9lZmu0t5ebk9MzMz4HQ6zUsvvZS8d+/eNt+0wYMH13788cfeGTNm+JYsWZIeva9BgwbV2e12HnjggX6R5Lg5X/va18oWLlw4sL6+Xi655JLCprc/8cQT6RdffPGhp556akek7cQTT8x/7bXXkr7yla9Ufuc73xn28MMPZ371q18tATjjjDOqb7nlliFffPGFc/z48bWVlZW2bdu2JU6cOLG26b59Pp9tyJAhgdraWlm6dGnGgAEDAgDHHXdc1aOPPpr+zW9+s/SRRx5p6Ks/a9asirvuuit33rx5JampqaFt27YlOhwOM3DgQJ0pS6luFJkkKpJARiaJAnpM8ltVV8XWkq1sLtnM5kObrfOSzWScUsYFH9jIrE6g2FvPE186yLpN3yTzDz8m05N5xKmfu98RbSnOlG75B6WUUqrj6oJ1bD60mQ3FG9hVsav57sa+g812LwbwJnobEtVBKYP4Uv8vtZjIZnoySbQnHuNnqNrDmZVVV1tUdES+5MzKquuK/X/7298uTk1NDU6ZMsUf3U15xowZFffcc0/Oo48+utNms/Hee++5TznlFH9KSkqwqqqqXUc9zjjjjIp77703+5FHrPzz4MGD9q6o+vb4im8gEMDhcJjrr7++ZNasWXnjx48fM27cON/w4cNr2rrvbbfdduCyyy4bsXTp0n7Tp0+viLTfdNNNRZdccsnIF154If3UU0+tdLvdzR5tAHC5XGbatGkVaWlpwYSEI1+uZ599tt8Pf/jDRgPi5syZU/rEE09knHfeeVVnnXVW+XPPPdfvmWee2Q7W+OKHHnpo++WXXz6irq5OAO688849zSW+t912294pU6aMGThwYN2YMWN8VVVVdoD7779/19y5c4ffd999/c8555yypKSkIMDFF19csXbtWteJJ55YAFb1esmSJds08VWqe7U2SdSxTHx9AR9bSrY0JLZbSrY0JLr7qhqP2+2f1J9RGaPI/PK5FF2Vhz15AFU15Uz3FTPGV0yxv5hiXzGbSzbzwe4PKPYVUx9q/k9Jgi2h1cS4ueQ5yZGkybJSSnVCRW0FG4o3sP7getYXW6cNxRvYWrKVoDmcIyTYEsj2ZpPlySLbm01eRl6LiWyWJwuv44jCnOqFRt9ww57oMb4ANqczNPqGG/Z0xf5HjhwZ+OlPf1rUtP2Xv/zl3nnz5g0pKCgYa4yRQYMG1b755ptbZs2aVblo0aIBBQUFY2+55ZZWJxO5++6791177bVDRo0aNc5ms5nbb79979VXX102f/78Qc8//3xGTU2NLScnZ+LcuXOL77333iPHbLVAjGl5DeRVq1ZtnzRpUky7zX7wwQfuefPmDVuzZs1RT13dGcFgkHHjxo199tlnt06YMOGI5DQWKisrbV6vN2Sz2Vi8eHH63/72t4x///vfW7ti36tWrcqcNGnSsK7YV1fyer2muro61mEo1ayX8vKgub+lIszesqVLH8sf8LOlZEujpDaS5O6pbPy/LMebQ15GHqP6jWJURvjUbxQj00eS7Gx15MQRjDFU1lVS7Ctu83TIf6jhcsg0f1zRYXccmRS7w4mxp/nk2ZPYpdNMKKVUj2eMYX/VfivBLV7fKMndW3n4936iLZFR/UYxJnOMdcoaQ0FmAcPShpHuStcDjR0gIj5jTI/M/juam21fsiRj0wMPDKw9eNDhzMqqG33DDXs6O763p2stl+nRFd9f//rXWQ899FD2b37zm5h0s165cqVrzpw5o2bNmlXaU5JegPfee89z4403DjHGkJKSEnz00Ue3xzqmePTUmqfYfGgzBiuhMcZgMEQOFkUut9TW9D7dtp8W9uu0O0lyJDV7SnYmN9vuTnDrP8ej0NWTRNXU1zTqltyQ5JZsZnfF7kbbZnmyGNVvFDNHzGRUxqiGRDcvI48UZ8pRPX5zRIQUZwopzhRGpI9o+w5AyIQorylvV5K8av8qin3FlPhLGj7TTbkT3IerxpHk2J1JfmY+V064kgx3l6zSoJRSx1wwFGRb2baGxDY60S2vPTx3ULIjmYLMAmaOmNkoyR2RPoIEW4/+Wa9iYNjcuSXxnuh2RI+v+KpjSyu+h81aMotXtrxyRLsgDclh5HJH2oBGtzfX1tn9gDXGp7K2kqq6qhYTieaeW6tJcmLziXRrSbUn0RP3E1k0HeMLYHe7mbhwYYtdnWvra9laurVR1+RIoru7Ynej9yzTk3k4qQ1XbSPXU13NrgXfawVDQUprSo9MkH3hKrK/cfvB6oOU15bjSnBx2bjLmH/CfKYOnKoHcJRSPZI/4GfToU2Nqrcbijew6dAmaoOHayz9k/ozJtOq2kaS2zGZY8hNztW/b90sniq+fVGvrfgqFUsvX/ky0DjR7Y2MMfjr/VTVVbV4iiTIjU6Bw5eLqosoLC1stH30+KG2eBO9rSfKUQm11+HFleAi0ZZIoj0Rh91Boi18HnW9vbcl2hO7PfGOJLdNZ3XOPn8WG4o3NDvmdmf5zkbJbT93P/Iy8jh92OkN3ZIj1ds0V1q3xt+T2G32hqpue63av4qHVj7EE6uf4LFVjzEpZxLzT5jP3AlzO9ylW6mepqymjFe2vMLyTcv5eM/H5GXkMXnAZCbnTuZLA77E4JTBvfp/VLwq8ZccMf52/cH1bC/b3vC33yY2hqcNZ0zWGM7LO68hyS3ILCDdnd7GIyilOkorvqoRrfiq9jDGUBusbTWZbjapDrS+bV2wSyYaPIJd7A3JcXOJcntua0ikW9nGGMP2su0N1dud5TsbjXFNd6U3qtZGqrd5GXnaTbcLVNZW8tSap/jTij+x6sAqkhxJXDXhKuafMJ9J/SfFOjyl2m3ToU0s37Sclza9xDs73iFogmR6Mjll8ClsLd3KuoPrGv62ZHoyrUR4gJUIT86dzNDUoZoMHwPGGHZX7D7cNTkqyS2qPjznj9PuJD8z/4jxt6P7jcaV4IrhM1DN0Ypv79ZaLqOJr2pEE18VS3XBuoYEuC5YRyAYsM5DgUaXu+y2LthX08p3qjP1iMmkIoluP0+/GL2yfYsxho/3fMyDKx9k6RdLqamv4aRBJzF/8nz+Z9z/4E50xzpEpRoJBAO8t+s9Xtr4Ess3L2fToU0ATMiewOzRszl/9PlMGTgFu80OWDO4rz6wmpV7V/Lpvk9ZuW8law+ubZh5PcOdYSXBUQnxiPQRmgwfpUAwwNbSrUeMv91QvKHRkkBprrRGyW3kfGjq0Ib3TvV8mvj2bpr4qnbTxFepjgmZEIGglUSHTIhkR7L+uOxBSv2lPLbqMR5c8SAbD20k3ZXO1ZOuZv4J88nPzI91eKoPK/GX8K/N/2L55uW8suUVymrKcNgdnDn8TM4fdT7njz6foWlD272/mvoaVh9YbSXCe1eyct9Kvij6gkAoAFhJWSQZjpyPzBgZ93MwtFdVXRXbSrextXQrhaWFbC3ZSmFZIYWlhWwr3dbwOgIMShnU7PjbbG+2/v2PA5r49m69OvG12+2TR40a1TBjzLJly7bk5+c32x9yypQp+YsWLdp12mmn+Y5dhK0LBAJkZ2dPuvLKK4v/8Ic/dMm6Wd1JE1+lVDwyxvDfHf/lwRUP8o/1/yAQCjBj2AzmnzCfCwsuxGF3xDpEFeeMMWwo3tDQhfm9Xe8RMiFyvDl8ZdRXmJ0/m5kjZpLkSOqyx6ytr+WLoi9Yue9wZXj1gdUNw0pSnCkc3//4hjHDkwdMZlS/UXGZDBtj2Fe173BSW1pIYdnhyweqDzTaPtWZysiMkYxIH0Feel5DcluQWaBzBxwD5fX1uGw2nLZj/1nUxLd1IjJ5zpw5JS+88MI2OJzrHHfccdVvvvlmi2s4vv/+++5du3Y5LrvssvLmbn/77bc9jzzySL9HH3202dV8KisrbbNnzx6xY8cOp91u55xzzin74x//eERu1asnt3I6naENGzas66r9BQIBEhMTO7WP+vp6EhLa99L94x//SB0+fHjtiy++mH7//ffvsXXyC9wV8XcnETkP+D1gB/5sjPllk9sLgL8CXwIWGGMWHfsolVJ9jYhwxrAzOGPYGRyoOsBfP/8rD618iMueu4xsbzbXHX8d8ybPY1jasFiHquJIXbCOd3a8w0ubXmL5puVsLd0KwHH9j2PB9AWcP/p8Tsg9odsSTWeC00pocyc3imlt0dqGRHjlvpX84ZM/NMwonORIakiGI2OG8/vl94quujX1NWwr3WYlt+HKbeTyttJt+OsPz7wvCINTBzMyfSTnjz6fkelWkhtJdnXehdgwxvDMwYPctGULNwwcyIKh7e/1oI4Nt9sd2rhxo7uqqkqSkpLM888/n5KTkxNo634rVqzwrFixwttc4hsIBDjttNN8bRUvb7nllgOzZ8+urKmpkVNOOWX0M888k/I///M/Fe2NvcdXfD0ez/E+n++z6LZ33nnHc/PNNw/2+Xy29PT0+iVLlmwfOnRoYMqUKfnjx4/3ffbZZ96qqir74sWLt82YMcN388035+7bty9x586djoyMjPqzzz67YsWKFd7HH398J8CMGTPybrnllgPnn39+5dy5c4esWrXKW1NTY5s9e3bpb3/7270AAwcOnHDFFVcUv/nmmykzZ84sf+mll9LXrVu3HmDNmjXOyy+/fMTatWvXN43/wgsvHH7++eeXPfzww1kLFy7cM2PGjOohQ4ZMWLVq1brMzMwgwJAhQ8a/9957G+x2O9dee+3QPXv2OADuvffeneecc0510/gXLVq058orrxzu9/ttAL///e93nn322dXBYJCrr756yIcffpg8ePDg2lAoxDXXXHPo2muvLW3pNWsab2cqviJiBzYBZwO7gU+AK4wx66K2yQaGAhcCpe1NfLXiq5TqasFQkNe2vsaDKx9k+ablGGOYNWoW8yfP58ujvtwrfuirnqfYV8w/N/+T5ZuW8+rWV6morcBpd3LWiLOYPXo2Xxn1FQanDo51mI0EggHWF69v6CL96b5P+Xz/5w2JojfRy3H9jzs8bjh3MgWZBcd83VhjDMW+4iOS2kgVd09l4+KPN9F7OJlNO5zUjkwfydC0odrTo4fZ6vfz/zZt4tXSUiYnJfHg6NGckNJ169G3VzxVfB98kIyf/5yB+/fj6N+fujvuYM/8+XRqXV+Px3P8N77xjaLJkyf7rr322tKLLrpo2NixY2vef//9pDfffHNLRUWF7brrrhuyfv16dzAYlAULFuy99NJLy4cPHz6+pqbGlpOTE7jlllv2rV+/3h2d33zrW98qvueee3LefPPNLeXl5bbrrrtuyOrVqz0At99++95rrrmmLDqOa6+9dvD48eP9t9xyS6PXo1dXfGtra20FBQVjAQYPHly7fPnywu9973tDXn755S25ubn1Dz/8cPqtt9468Nlnn90O4PP5bJ999tmGf/3rX0nz5s0bvnnz5rUAq1ev9nz00UcbkpKSzH333dfiDDP33nvvnpycnGB9fT3Tpk3L/+ijj9xTp071A7hcrtDKlSs3Arz11lsp77//vnvatGn+hx56KPPKK6881HRfVVVV8v777yc/8cQTO8rKyuxPPvlkxsyZM6vPOeecsiVLlqTdeOONh/7zn/94Bw0aVDd48OD62bNnD7/55psPnHvuuVWbN292nHvuuaMKCwuPiL+ystL2zjvvbPJ4PGbNmjXOK664YsQXX3yx/vHHH0/ftWuXY+PGjWv37NmTMH78+PHXXHPNodraWmntNetCU4AtxphCABFZCswBGhJfY0wRUCQiX+nix1ZKqQ6x2+zMGjWLWaNmsat8F3/+9M88/OnDXLD0AganDOabX/om133pOnKTc2MdqurBjDGsPbi2oQvzB7s+wGAYkDSAy8Zdxvmjz+es4WfhdfTI39EAJNoTmZgzkYk5E7n2+GsBqA/Vs6F4Q6Mxw3/57C/c//H9ALgT3EzqP6nRmOGxWWNJtHeuV1pdsI6d5TsPd0duUr2trKtstH1uci4j0kcwc8TMhqQ2kuxmebJ0zG0vUBsK8ZudO/nfHTtw2Gzcn5fHtwcOxK7vXac8+CAZ3/8+Q2tqsAHs24fj+99nKEBnk9+vfe1rJXfeeeeAyy67rGz9+vWe66677tD777+fBHD77bcPmDFjRsWzzz67vbi42H7CCSeMueCCCyp+/OMf740uPN58883u6Pxm+fLlDWMIbrvttgEpKSnBTZs2rQM4ePBgoyPRxcXF9tdffz3tBz/4QeMxCm1od+L7jQ0bBn9RXe3pyM7bMt7r9T1SUNBsP+6Ipl2dP/nkE9fmzZvdZ5555miAUChEVlZWQ+XyyiuvLAGYNWtWVVVVla24uNgOcN5555UlJSW1XN4Oe+yxxzIeffTRzPr6ejl48GDiqlWrXJHE9+tf/3ppZLtrrrmm+OGHH86cMmXKrmXLlqV/8sknR1R7n3nmmbSTTjqpMjk5OXTVVVeVHnfccbn19fW7rrzyypKf//znuTfeeOOhJUuWZFxyySUlAO+9917K5s2bG6YbraqqspeWltqaxl9XVyfXXXfd0HXr1rltNhs7duxwArzzzjtJF198candbmfIkCH1J510UiXA6tWrna29Zl1oIBD9fu4GpnbD4yilVJcanDqYn834GT857Se8tOklHlzxIHe8dQc/++/PuLDgQuafMJ8zh58Zl2MfVcfV1tfy3x3/bZiFeXvZdgAmD5jMHaffwezRszl+wPG9+vOSYEtgfPZ4xmeP5+uTvg5YvSQ2HdpkdZHeu5JP93/KY6se4w+f/AGwlu2Z1H8SX+r/pYYxw+Oyxx1RWS31lx5ZsQ2fN10Gzml3MiJ9BCPSR3D60NMbdUceljYMT2KX/jRVx9ibpaV8e9MmNvr9/E9WFr/NyyPX6Yx1WHHh5z9nYCTpjaipwfbznzOws4nv1KlT/bt373Y+/PDDGTNnzmzUdfmtt95KefXVV9Puu+++/gC1tbWyZcuWZrtXtJSfvf322ylLly4tjFzPyspqWEIjEAhw8cUXj5g3b96BsWPHdmgdzB5f8W3KGCN5eXn+zz//fENztzc9she57vV6G/6KJiQkmFDo8B/V2tpaG8CGDRscDzzwQM7KlSvXZ2VlBS+55JJhNTU1DR+Y5OTkhjtdffXVpb/61a9yly5dWjlhwgRf//79G69pAixdujRj5cqVSQMHDpwAUF5ebl++fHnyBRdcUHndddc59+7dm/DKK6+kLVy4cG/4ubFixYr1zX0AouNfuHBhTnZ2duDvf//7tlAohNvtnhy5/9G8Zl2ouUNzbR5saHFnIvOAeQAOh3ZHUkp1v0R7IhePuZiLx1zMlpItLF65mEc+e4S/r/87eRl5fGvyt7jmuGvI9GTGOlR1jBVVF/HPzf/kpU0v8drW16iqq8Kd4GbmiJncfurtfHnUlxmYMjDWYXYru81uTfKUNYarJl4FWDPbbz60udEEWk998RQPrnwQAIfdwYTsCQxNG8qOsh0UlhZSWlPaaL9ZnixGZoxk2uBpfG3i1xpVbgckD+jVBxBU84rq6rh161aeOHCAES4X/5owgfP66ZJ/XWn/fpr98dxSe0edd955ZXfeeefg1157bWNRUVFDTmmM4bnnntsyadKk2ujt33333SO6vUTnN9GMMS321rjyyiuHjRgxouaOO+4oanaDVrQ78W2rMnusTJw4saakpCThjTfe8M6cObO6trZW1qxZ4zzhhBNqAJ5++un02bNnV7766qtJycnJwX79+h2RkI4cObLu4Ycf9gSDQbZt25a4evVqL0Bpaand7XaHMjIygrt27Up46623Uk8//fTKpvcH8Hg85vTTTy+/+eabhzzwwAPbm95eUlJiW7FiRdKePXtWu91uA/D73/++31NPPZVx4YUXVs6aNavsO9/5zuC8vDx/JGk+9dRTK371q19l/+IXvzgA1uxn06ZN8zfdd3l5uX3QoEF1drudBx54oF8waD3F6dOnVz3xxBP9brjhhkN79+5N+Oijj5KvuOKKkrZesy60G4geuDQI2Hu0OzPGLAYWgzXGt3OhKaVUx+Rl5PHrs3/Nz2f8nL+v+zsPrnyQH7z+A37yn5/w1XFfZf7k+UwbPE27UsYpYwxritY0VHU/2v0RBsPA5IFcNeEqzh99PmcOP7PPrwttExv5mfnkZ+Zz5YQrASsZLiwtbDRmeG3RWoalDWPKwCkNSW3kpLMk9x0hY/jLvn38qLCQqmCQnwwdyu1DhuC265wKXa1/f+r27Tsyye3fnw5VSVvy7W9/uzg1NTU4ZcoUf3Q35RkzZlTcc889OY8++uhOm83Ge++95z7llFP8KSkpwaqqqnYdxTrjjDMq7r333uxHHnlkF1hdnbOysoLf+973cisqKuxLly7dfjQx97qKr8vlMkuXLt36ve99b0hlZaU9GAzKt7/97QORJC49PT14/PHHF0Qmt2puH2effXbVH/7wh9r8/Pxx+fn5/rFjx/oATj75ZP/48eN9o0aNGjdkyJDayZMnVzV3/4ivf/3rJf/617/SL7744iNmE3vyySfTp02bVhlJegEuv/zysrvuumuQ3+/fOXfu3JLTTz99zH333bc9cvvixYt3XX/99UNGjx49NhgMytSpUyunTZu2s+m+b7rppqJLLrlk5AsvvJB+6qmnVrrd7hBYVeg33ngjefTo0eOGDx9eM2nSpOq0tLRgW69ZF/oEGCUiw4E9wOXAlV38GEqpLrRkCSxYADt3wpAhsHAhzJ0b66h6FleCi7kT5zJ34ly+KPqCh1Y8xOOrH+fJ1U8yPns88yfP56qJV5HqSo11qKqTaupreHPbmyzftJzlm5ezs9z6F3xi7on87Iyfcf7o8zmu/3F6sKMNNrGRl5FHXkYel42/LNbhqB5idVUV8zdt4oOKCs5IS+NPo0ZR4O25Y997uzvuYE/0GF8Al4vQHXfQJcurjhw5MvDTn/70iKrrL3/5y73z5s0bUlBQMNYYI4MGDap98803t8yaNaty0aJFAwoKCsbecsst+1rb9913373v2muvHTJq1KhxNpvN3H777XtPPfXU6vvvv3/A8OHDa8aNGzcWYN68eUU333xzuyf76vGzOvdkd9xxR055ebn997///VFXNbtaeXm5LTU1NbR//377iSeeOOa9997bMGTIkPr23r+z6/iKyJeB32EtZ/SIMWahiMwHMMY8KCL9gRVAChACqoCxxphWpyLXWZ2V6npLlsC8eeCLWjzA44HFizX5bUtVXRVLv1jKn1b8iU/3fYo30cuVE65k/gnz+dKAL8U6PNUB+yr3NXRhfr3wdXwBH55ED+eMPIfzR53PV0Z/hf5J/WMdplK9VlV9PT/bsYPf7tpFRmIi94wcyVU5OT32AJLO6ty7tZbLaOJ7lM4+++yRO3bscP73v//dNGDAgHYnlt1typQp+RUVFfZAICA33njj/u9973tHzDbdms4mvt1FE1+lut6wYbBjx5HtQ4fC9u3HOprea8XeFTy44kGeWvMU/no/J+aeyPwT5nP5+Mt14p0eyBjD5/s/b1hb95O9nwAwOGUws0fPZnb+bM4YdgauBFeMI1Wq91tWXMx3N29mV20t3xwwgF+OGEFGYudm/u5u8ZT49kWa+Kp208RXqb7DZoPm/gWIQKjZ6SZUa8pqynhi1RM8uPJB1h1cR6ozlasnXc23TvgWY7PGxjq8XiUYCuIL+BpO/np/o+sN7YHm2331Ld9WWlNKib8EQZg6aCqzR8/m/NHnMyF7Qo+tQCnV2+yoqeF7mzfz4qFDTPB6eXD0aKal9o7hIJr49m69eh1fpZRS3WPIkOYrvkOGHPtY4kGaK43vTv0uN0y5gXd3vsuDKx/kwZUPct/H93Ha0NOYP3k+F4+5GGdC71yqwxhDIBSgpr6mIalsKSFtMSltJSGN3l9dsONzrwiCJ9FzxMmd6CbVlcqA5AF4Ej14E71MGzyNL4/6Mtne7G54pZTquwKhEL/bvZu7wt2GfjNiBDcOGkSiTWfmVrGnia9SSvVRCxc2P8Z34cLYxRQPRITpQ6czfeh0fnfu7/jr53/loZUPceU/riTTk8k3jvsG3zrhW4xIH9GpxwmZEP6AH3+9v9F5TX3NEW2tnndg2+j1Vdv9erQzIfUkNL6t2fskNN/uSfTgsDu0YqtUDL1fXs78TZtYU13NnH79uG/UKIa4dMiA6jk08VVKqT4qMoGVzurcfbK8WfzwlB9y67RbeaPwDR5c8SD3fHAPv37/15w78lxOHXJqQwW1o0no0VRFIxx2B+4EN+5E9xHnSY4ksjxZh9ta2E4TUqUUQEkgwG2FhTy8bx+DnU5eGD+eOZm61rnqeTTxVUqpPmzuXE10jwWb2Dhn5DmcM/Ic9lTs4S+f/YWHP32YV7e+ik1sLSaX7gQ3KUkpjdub2caV4Grx/s1ta7fpmplKqc4xxvDEgQPcsnUrpYEAtw4ezJ1Dh5KUoOmF6pl6/CdTRCbPmTOn5IUXXtgGEAgEyM7OnnTcccdVv/nmm1s6u3+Px3O8z+f7rD3bnnXWWSMPHTqU+Pnnn2/o7OP2dCLiBWqMMcFYx6KUUvFkYMpA7jj9Dn562k8JhAIk2hK1IqqU6lXWV1fznc2beausjJNTUnhw0iQmJiXFOqxjQkQeAc4Hiowx48NtvwFmA3XAVuBaY0xZ+LYfA9cBQeB7xphXYxF3Vzna3Oz9999379q1y3HZZZeVN3f722+/7XnkkUf6Pfroo7ta2sf06dNHFRUVJQaDQZkyZUrl448/vjOhAwdaevxIc7fbHdq4caO7qqpKAJ5//vmUnJycQEf2EQh0aPNmFRcX29euXeutqKiwb9iwwdHZ/dXX95gVkADrqN3BgwczDh06lC0iRcAGYJ+IrBWR34jIqFjHqJRS8UREtBuwUqpX8QeD/KSwkEkrVrCqqorFo0fz7vHH95mkN+xR4Lwmba8D440xE4FNwI8BRGQscDkwLnyfP4pIr+5yc7S52YoVKzwvv/xys1N7BwIBTjvtNF9rSS/AsmXLtm7cuHHdpk2b1h46dCjxkUceSe9I7D0+8QU466yzyp999tk0gKeffjrjkksuaVh4+c033/Qcf/zxBWPGjBl7/PHHF6xatcoJcN999/WbNWvWiDPPPDNv+vTpo8vLy22XXnrpsNGjR48dPXr02EcffTQtso/vfve7A/Pz88dOmjSpYNeuXc0eNnjiiSfSZ86cWXbRRReVPPbYYxkAX/nKV0b87W9/a3gDL7nkkmGPPvpoWn19Pd/61rcGjR8/fszo0aPH/uY3v8kEWL58efLUqVNHz549e3h+fv44gJkzZ44cN27cmLy8vHGLFi1qGBDx29/+NnPYsGHjp0yZkn/55ZcP/frXvz4EYO/evQnnnnvuyPHjx48ZP378mNdee61Lpltfv359fk1NjTMlJaUM6G+MGWyMyQamAx8CvxSRq7risZRSSimlVO/yyqFDjP/kExbu3MkV2dlsmDKFb+bmYutjB++MMW8DJU3aXjPGRKpaHwKDwpfnAEuNMbXGmG3AFmDKMQt284MZ/CN3Ak/ZJvOP3AlsfjCjK3bbWm5WUVFh++pXvzps/PjxY8aMGTP2ySefTKupqZG7774796WXXkovKCgY+/DDD6fffPPNuVdcccXQU045ZdTFF188fPny5ckzZszIA2gpb8vIyAgBBAIBCQQC0tEDxz2+qzPA1772tZI777xzwGWXXVa2fv16z3XXXXfo/fffTwKYNGlSzccff7whMTGRF154IfmHP/zhoFdffXUrwKeffpq0evXqtTk5OcFvf/vbA1NSUoKbNm1aB3Dw4EE7gN/vt5188slV999//5758+cPuv/++7N+/etf72saw7PPPptxxx137M3NzQ1ceumlI+++++79l112Wcnf/va39Msuu6y8pqZG3nvvvZTHHntsx+9+97vM1NTU4BdffLHe7/fLiSeeWDB79uwKgNWrV3s/++yztQUFBXUAS5Ys2Z6TkxOsqqqS448/fuxVV11VWlNTY1u0aNGATz/9dF1aWlpo2rRpo8eNG+cH+Na3vjX45ptvPnDuuedWbd682XHuueeOKiwsXNvZ17igoGCTzWYzJSUlmcYcnrbTGFMC/B34u4j07BXHlVLtUhsKsa66mtXV1ayqqmJ1VRXbamqwiWAHEkQaTvaoy21d78x9m96/I/fNTkxksM4cqpRS3WJvbS3f37KFZw4eJN/t5j+TJjEjvUOFtr7mG8DfwpcHYiXCEbvDbd1v84MZrPz+UEI1VqGzZp+Dld8fCsCo+SWt3bUtreVmt99++4AZM2ZUPPvss9uLi4vtJ5xwwpgLLrig4sc//vHeFStWeB9//PGdADfffLN79erVno8++mhDUlKSWb58eXJk/7fddtuA5vI2gFNPPXXU6tWrvaeffnr5tddeW9qRuNud+B54eu/g2v21no7svC3O/k5fzhW5rZa0AaZOnerfvXu38+GHH86YOXNmo37hJSUl9ssuu2z49u3bXSJiAoFAQ+o/ffr0ipycnCDA22+/nbJ06dLCyG1ZWVlBgMTERHP55ZeXA0yePLn6jTfeSGn6+Lt27UrYsWOH85xzzqmy2WwkJCSYTz75xHXppZeW//CHPxzi9/vl73//e+qUKVMqk5KSzBtvvJGyYcMGz4svvpgOUFlZaV+3bp3L4XCYiRMnVkeSXoBf/epXOS+//HIawP79+xPXrl3r2rt3b+LUqVMrI7FfdNFFpZs2bXIBvPfeeymbN292R+5fVVVlLy0ttaWnp3d8jYkoNpvNtLWNMabzfcaVUseMMYZ9dXWsrqpiVXW1dV5VxQafj8jgfZfNxnivlykpKQgQNIb6qFP09TpjqA+Fmr2tpcv1xhCEhsvdJd/t5ryMDM7NyOD0tDQ89l7dk0wppWIuaAx/3LOHBdu2ETCGXwwbxg+GDMEZ/2vyJojIiqjri40xi9tzRxFZANQDSyJNzWzWff8Mo635+cCGpDciVGNjzc8HdjbxbS03e+utt1JeffXVtPvuu68/QG1trWzZsqXZYaLnnXdeWVJS0hGvR0t5G8C777672efzyUUXXTTipZdeSrnooosq2ht3r6j4gvXC3HnnnYNfe+21jUVFRQ1x/+hHPxp4+umnV77++utbN27c6DjzzDPzI7d5PJ7oymWz46gSEhKMLfwFTkhIoL6+/oiNHnvssYyKigr74MGDJ4CVbD7xxBMZ9913396TTjqp8h//+EfK3/72t/QrrriiJPxYcs899+y85JJLGr0Ry5cvT46Oafny5cn//e9/k1esWLEhOTk5NGXKlHy/328zrfw4NMawYsWK9c19SDpj165dAwAqKys9InLHkQ9rftGVj6eU6lo1wSDrfT6rghup5FZXUxw1x8Fgp5OJXi9zMjOZmJTEJK+XPLebhGP4IybUSmLdWsLc2naFNTW8WlLCQ/v28fs9e3CKcHpaGudmZHBeRgZjPB4dR6uUUh2woqKC+Zs2sbKqinPS0/nj6NGMdLvbvmN8qDfGnNDRO4nI1ViTXp1lDv+Y3w0MjtpsELC38yG2Q83+5uckaqm9g1rKzYwxPPfcc1smTZpUG739u+++e8TwTK/X22zhrqW8LcLj8Zjzzz+/7Pnnn0/rlsS3PZXZ7vTtb3+7ODU1NThlyhR/dCm8oqLCPmjQoDqAhx56qMVFw84444yKe++9N/uRRx7ZBVbJPProQWuee+65jOeff37zzJkzqwE2bNjgOOecc0bfd999ey+//PKSv/zlL5lr1qzxPvvss9sBzj777PI//elPWeeff36l0+k0q1evdg4bNuyIamlZWZk9NTU1mJycHPrss89cq1at8gJMnz69+sc//vHggwcP2tPS0oLLli1LHzNmjB/g1FNPrfjVr36V/Ytf/OIAWDOkTZs2zd/Ol7FFNpstBCAiBqgON3uA64F+gCa+SvUAkSpuowS3hSrunH79rAQ3KYkJXi8ZibEfrWATwSFCl/zXjXLjoEH4g0HeKS/n1ZISXikp4ZatW7ll61YGO50NSfBZaWmk9YDXQSmleqLy+np+sm0bf9izh/4OB38bO5avZmXpwcM2iMh5wI+A040xvqibXgSeEpF7gVxgFPDxMQnK1b+Omn1H/rt19T/6ReCjtJSbzZgxo+Kee+7JefTRR3fabDbee+899ymnnOJPSUkJVlVVtetIe3N5m8PhMGVlZfahQ4cGAoEAr7zySuopp5xS2ZGYe03Fd+TIkYGf/vSnRU3bf/SjH+2//vrrh9933339p0+f3mLGf/fdd++79tprh4waNWqczWYzt99++96rr766rK3H3bhxo2Pv3r2OM888M5IMUlBQUJeUlBT8z3/+473ooosq5s+fP3zmzJllLpfLAHz/+98v3r59u3PChAljjDGSkZER+Oc//7m16b4vueSS8sWLF2eNHj167MiRI2smTZpUDTB8+PDA97///X0nnnjimOzs7MDo0aP9qampQYDFixfvuv7664eMHj16bDAYlKlTp1ZOmzZtZ7texFYMHDjwAEBxcXEmsBi4EWuMwlLgns7uXynVcTXBIOt8viO6Kh+KmhV+iNPJxKQkLoxUcZOSyHO7sffBHyluu51zMjI4JyODe4Bd4UrwKyUlPFNUxJ/37cMOnJSSwnnhRPhLycl9bmIWpZRqyhjDswcPctOWLeyvq+OGgQP5xfDhpOqavEcQkaeBM4BMEdkN3Ik1i7MTeD18kOBDY8x8Y8xaEXkGWIfVBfr/HbOlQifcsafRGF8AmyvEhDv2dMXuW8rNfvnLX+6dN2/ekIKCgrHGGBk0aFDtm2++uWXWrFmVixYtGlBQUDD2lltuOWI+pWjN5W1nnnlm1Ve+8pW8uro6CYVCcsopp1T84Ac/ONiRmKW1brWrVq3aPmnSpOKO7FB1jfLycltqamooEAhw7rnn5l1zzTXFX//618u68zEDgYD9ww8/HH7aaaeVAo8BvzfGdGjQeHfxer2murq67Q2V6oWMMeyNVHGjktyNUVVct83GBK+XiUlJTPR6G6q46Vq9bJdAKMRHFRW8WlrKKyUlrKi0DhJnJiZyTno654UT5hxHV9eilVKqZ9vq9/P/Nm3i1dJSJicl8eDo0ZyQcsSUN32GiPiMMV2yakpX63ButvnBDNb8fCA1+x24+tcx4Y49nR3f29OtWrUqc9KkScOau00P4/RQP/jBD3LffvvtlNraWjn99NMrrrrqqrLufLzt27cPqqioSBMRPzDBGFPVnY+nVF9VEwyyNlLFDXdXXt2kijs0XMW9OCurIckd2UeruF0l0Wbj1LQ0Tk1L4xfDh3Owro7Xw0nwqyUlPFVkHbQ+PimpYZKsaSkpJMb/JC5KqT6qNhTiNzt3snDnThJFuD8vj28PHKj/a+LJqPkl8Z7odoQmvj3U4sWLdx/LxysuLs4REVNdXe0A9kaN5RCsya367qG/XihoDDbQMTkxZIxhT21to4mmVlVVsSmqiusJj8WNTnAneL06BvUYyHI4uDInhytzcggZw6qqKl4Jd4v+za5d3L1zJ8l2O2eFq8HnpqczrO9M7KKUinNvlpby7U2b2Oj38z9ZWfw2L49cpzPWYSnVrTTxVQCccMIJK8HqHmCMGRbjcFQ7VNXXs7WmhkK/n61+f6PLO2prcdlsjHa7yfd4rFP48ii3myQds9NlIpNNbfH72ez3syaqq3JJVBV3mMvFRK+XS8NJ7kSt4vYYNhGOT07m+ORkfjx0KBX19fwnXA1+paSEF4qtXmW6ZJJSqrcrqqvj1q1beeLAAUa4XPxrwgTO69cv1mEpdUy09es3FAqFpD1rvKreLxQKCdCp9YBV1zHGsL+ujq1+P4U1NVZyG3W5KNB4ovCMhARGuN2ckJzM/2RnUxUMstHn44OKCpYWFTVaNG6gw3E4IfZ4GhLkoS6XJmLNCIRC7KipYUv4AEPkvYi8H/7Q4a+NJzwW99KsrIYlgyYkJekEIb1ISkICF2ZlcWFWFsYYNvn9DUlwX18yyRhDeX09BwMB3DYb/R2OY7ocllLHgjGGLX4/75aX8155OXvr6kix20lJSCA1IYHUqMspdrvVFnU5xW7H1cMOjIWM4S/79vGjwkKqgkF+MnQotw8ZgruHxanapLlZK9rKZdr6JfbFwYMHx2ZlZZXrCxzfQqGQHDx4MBX4Itax9CV1oRDbw4lUYRsJlQ1rHdYRbjcXZGYy0uVipNvNCLebkS5Xq91j/cEgW/x+Nvp8bPT72eTzsdHn4+miIsqiqpJOEfLcbkY3qRLnezw9Yimc7hSpoEe/B5HrO2tqiJ6C0W2zMdLtJs/t5tyMDEa63Q3Xh7tcOktwHBGRhu9A9JJJkbHB8bBkUiAU4mAgQFFdHUWBAAeiz5u0FdXVURc1KaYNyHE4GOh0khs+H+h0MtDhIDfqcmpCQp84MKB6p7pQiE8rK3mvoqIh2T0YPrickZDAcJeLrcEg5fX1VASDjf43t8Qh0jgZDifM0ZdbS6RT7HaSExK65GD06qoq5m/axAcVFZyRlsafRo2iwNsj525SbdPcrAXtyWVandV55cqV2QkJCX8GxmP9f1PxKwR8UV9ff/3kyZOPmJo81nrzrM5lgUBDAlXYpGK4u7a20WGpSEI1IpzURl8e5nLh6OLKijGGg4EAG30+NkUS4/Bpa00N9VF/H/olJDRbJR7pduPsBRUfYwzFgYBVtW2mcnugSQW9X0JCw3swMnxwIS98ub/DoT/iFQA7w0smvVpSwuulpVQEgzFfMskYQ1Uw2Ch5PdA0sY26HN0lP5pDhByHgxyHg+zERLIdDnLC51mJifhCIfbU1jac9tbVsae2ttn9eWw2KxGOJMlRlyNJc67T2eV/45RqTlkgwPsVFbxXXs675eV8XFlJTTiZHelycUpqKqempnJKaioFHs8R39+6UIjKcCIcSYbL6+upqK+nvMnlivA20Zcj27eni12y3X7UybPbZuO+PXv47a5dZCQmcs/IkVyVk6P/v9rQk2d11tysVW3mMq0mvkr1FD058Q2FJzGKTqaiE9zSJj8CsxMTW0xue1JCFQhXoyNV4o0+n1Up9vvZX3d47XMbMNzlspLhJlXiAcf4+QSNYXdt7eHktkmSWxk8XLcVYJDT2ZDURldtR7rd2jVZdVhkyaRXSkp4tbS0S5dMCoYP3BTV1TWqvjaX0B4IBBp+xDeVlpDQkLw2l9BGt6XY7Uf1/fUHg+ytq2NvJClucnlPbS17a2upbeb3R1Zi4hHV46aV5H6JiT3m7+TRCBlDdTBIRTgRqgyfN7oe1VYZdVutMeS53YzzeBjv9TLO62Wo9jJplTGGHTU1ViU3XNFdW12NARJEOD4pqSHJPSUlhf7HaIInE/U5iE6GO5pI+9pRff7mgAH8csSIuO+51VV6cuKrOkcTXwWAiLzY2u3GmAuOVSzNiXXi6w8G2RZdIYyaSGpbTU2jrn92rImMRkRVCiNdkke4XCTHQUJVXl/f0F06ulK8ye9v1AUsyW4/YoKt0eFq8dFOsFUTDDbuFh51eVtNDYGo98IhwvCopDb6/RjucvW4MVgqvhSFl0yKVIQj4/Kjl0wa4nQeTmKb6VYcuVwcCNDcf+sEkVaT1+i2rMTEHlNRNcZQUl/fkARHJ8SRy3tqa4+YywCs73VL1ePoy105dtEYQ20oZCWizSWq7UxcK4JBqoLBZt/Lplw2m9XdNVzJS7HbsYuwKdxbKMJrszHW621IhCNJ8UCns1cfIDha9aEQq6urG7osvxseowuQYrdzckpKQ6I7JSUFby//PxBoqfocPj8xOZkT+/CavEdDE9/4pYmvAkBEDgK7gKeBj7AKYg2MMf9t537OA36Plf/92Rjzyya3zwV+FL5aBXzbGLOqrf3GIvH9+fbtvFFayla/v+GfZkSy3X5E1XZkONkd4nT22cleQuGK66aoKnEkId5RU9PiBFvRyfFQl4uK+vpmuyNvralhT21to/2khN+LppXbkW43g5xOnaxL9QghY/i8qopXw5NkvV9R0WgoQbRku73NamykLT3Ox87WhULsjyTFUQlx0+vVzVS90hMSGleLw9XjAQ4HAWM6nLgG2vF7yQYNSWpKQkJDN9WUqDGbja5HXW7YPnze2kGKskCAdT4fa6ur+aK6uuE8eshGqt1uJcJRSfF4r5fsXl4xb6qyvp4Po7otf1hR0fB5GOJ0Nuq2PN7r1f8Jqk2a+MYvTXwVACJiB84GrgAmAi8DTxtj1nZwH5vC+9kNfAJcYYxZF7XNNGC9MaZURGYBdxljpra171gkvv9v0ybWVFc32yU5M85+OBwLLU2wtdHvbzTBlh0aTSQF0N/hOCKpHanvherFIksmldTXN0posxMTdZbVDjLGUBkMHk6KW+hmvb+u7oi/LRFem63NpLQ9iavbZovp36NDgcARyfAX1dWNxl33S0g4XB2OSor79ZJusHtqaxtVc1dVVRHCOugwMSmJU6IquoNdrliHq3ohTXzjlya+6ggi4sRKgH8D/NwYc38773cyViJ7bvj6jwGMMXe3sH068IUxZmBb+451V2fVfSITbEWqxFv9fjKiJpYa4XLpusNKqU4LGsOBujr219XhtNkaqrFJdntc99Ix4ee91udrlBCvra6mImreg/4OR6Oxw+O9XsZ6vTGd7yBkDGubdFveEe7m7bHZOCklpaGie1JKCin6v0J1AU1845f+hVANwgnvV7CS3mHAfcA/OrCLgVjdpSN2A61Vc68D/tWxKFW8ERGr0uVwcGpaWqzDUUrFKXt4bHDuMZq8qKcQEfo7nfR3OjkrPb2h3YQnZvyiurpRUvzwvn2NJkwa5HRayXBUUjzW6+2WsbG+YJBPKisbEt33y8spDyfn/R0OTk1N5aZwRXdSUhKJcXzAQinV9TTxVQCIyGNYU6P/C/iZMeZo1vNtrn9Xs10KRGQGVuJ7aisxzQPmATiOYhZUpZRSSjVPRBjkcjHI5eK8fv0a2kPhWZAjiXAkKX6ztLTRTNzDXa4jJtQq8Hg6NGnggbo63ouq5n5aVdUw9n2cx8Nl2dkN3ZaHu1w6rEUp1Sna1VkBICIhILovceSDIYAxxrQ5JWB7uzqLyETgeWCWMWZTe+LTrs5KqaZ2L1vGhkWL8O/bh3vAAApuvZVBc+bEOiyl4lLQGLb6/UeMId7o9zckqzawlltqMqHWKLebRBE2+nyNlhXa4vcD4BRhSlS35ZNTUnTpHRUz2tU5fmniq7qMiCRgTW51FrAHa3KrK6MnyBKRIcB/gK8bY95v775jkfiWvFFM0BckdWoajpy+1TVO9T2h2hAmZCBoMCEwQQMh6zIhgwlGXQ4ZCIKJXI7ePtzecN9g1Dbh2w/vI/xYUfuL3C/69iMeM2goWfsGO9+4B1N/eFkXm8vFpP/7P01+lTqGAqEQm/3+I8YPb/b7iXSYThAhyW5vmMiwX0JCQyX31NRUvpScjFO7LaseQhPf+KVdnVUjIrIGWB11WgNcbYxZ2NZ9jTH1InID8CrW5LyPGGPWisj88O0PAncA/YA/hrss1RtjTuiWJ9NJgZIAFR+VUfZmCa7hblKmppF8XAo2p/5zVr1foCSAf2s1/i0+/Ft9BA4duV7qMWEHsQliE7ALYqPhXGwCtug2gXD73vf+3CjpBQjV1PDFHb/EZTsZ79gkXMPciF27Rqr4EKoNUfrmIcQm2Fy2qJP98GWnDZvbjiTKMesWnBheR3ist3GeUBMMsjEqIT4UCDAlPD53tNut3ZaVUsecVnxVIyKSgbWc0URgMjAHWGeMmRbLuGLV1bm+sp7KT8op/6iMQFEd4rSRfHwKqSel4Ryi441U72CMob4kgH+rD98WH/4tPupLrUTX5rHjHunGNdiNOGyIvfWEs9k2e/iy/fD9GiWyDYltVJIb2eYovZSXB83+/xIKLnwJQmDz2PAUJOEdm4S3IAm7V5cJUr1X+UdlFC3d176NbYQTYTs2dzghjkqS7U0T5iOuW5ePZQKtVE+hFd/4pYmvapWIjAJ+Yoy5OpZxxHqMrzGGmm1+yj8qo+rzCkydwTHAScrUNFImp2BP0s4TqucwxhA4FGio5vq3VFNfZnUxtHvtuEZ68Iz04M7z4Ojv7FQCGitvTJ+Of+/eI9rdubnMeP0tfBurqV5XhW9dFcGqIAi4hrvxjk3GOzYJR3+H/qBXvcr+p/dSvbaK4XflYWpDhPwhQrUhQjUhgjVBQjWh8Cn6ctPr4cu1IUygHb//Igl0JCmOJNBuOzanJtAqPmniG7808VWNiMgoY8zmJm2fGWOOj1VMEPvEN1qwJkjVpxWUf1RG7c4axC54JySRMjUNz2hvr0wiVO9mjCFQHMC/pTqc6PqoLw8nukl23OEk1z3SiyPH0fgzum0JrFoAvp3gGQKTFsLwuTF6Ju23e9kyVi9YQDA8OQ6A3e1m4sKFjcb4mpChdlcN1WsrqV5XRe0eq3t0QkaiVQkel4R7pAdb4rEdwqATc6mO2r5wC44BTnK/MbhL9mfqTaNEuLsTaEeOk8E3D8OWoMOFVM+miW/80sRXNSIibwIjsSanWg24sCZq/JYxxheruHpS4hutdm8NFR+VUbGigpAvSEJ6AilT0kiZmkZius5IqbqHMYZAUd3hrstbfQQrwolush13nhf3SA+ePA+J2a1UNrctgY/nQTDqq233wJTFvSb57WjyGCgL4FtXZVWDN1VjAgZxCJ58r5UIj0kiIbV7v7vtTdqViqgvD7Dtri1kzskm/Yx+bd/hGGo2gfYHGy6HaoLUHaij8pNyBs4fgidf8wnVs2niG7808VXNCs++fBwwKXw+EQgaYwpiEU9PTXwjQvUhqtdUUfFhGb7NVpye0V5STkrDOz5Jj3CrTjHGUHegrqHbsn+rj2BlEAB7aoKV5IaruolZHejC+8Iw8O04st0zFC7c3mXx91ShuhD+LT6q11VSvbaqoTu4c5AL7zhrbLBzkKvLe3G01k175jvvdOljqfhQ+VkF+x/fw+DvD8M1xB3rcDosVBui8CebSD01naw5ObEOR6lWaeIbv3RgogJARMREHQUxxuwEdgIvRm3T5lq+fZUtwZr0Kvn4FAIldVR8VE7Fx2Xsf2wPNq+dlBNSSZmahnOALouk2mZChroDtYfH6G71WeNUgYS0BDyjvQ1dlxMzE49+7JxvZ8fa44zNYbOqvGOTMJcY6vbVUr2uiuq1VZS8VkzJq8XYk+0N23jyk7pkVnf/vuYnKGqpXSl/oQ9xCM6BrliHclRsThvuPA/V66o08VVKxYwmviriTRH5O7AsnPQCICIO4FTgauBN4NHYhNd7JGY46Dcri4xzM/FtrLaWRHq3hLL/luAa6iblpFRrWSSXzjCrLCZkqNtvJbq+cKIbqg4nuukJeAqScOdZVd2Efp1IdJvyDGmh4juka/bfi4gIzlwXzlwXGTMzCVbVU72+mur1VVStqqTio3LELrjzPA2JcGKm46geyz1gQPMV3wEDOvs0VJzyb/XhHubplctzNQxJ2LuPBHcmMvgHDL3qkliHpZTqg7SrswJARFzAN4C5wHCgDHBjje99DfiDMebzWMXX07s6t6W+qp7KFeVUfFhG3YE6xCEkH59CytQ0a61Rne2yTzEhQ+3e2nA1txr/Vj8hXzjRzUhsSHLdeR4SM44uuWqXXj7G91gxQYN/m4/qtdbY4EBRHQCOHAfecckdXjNYx/iqjghWByn86Sb6nZdFxjmZsQ6nQ5r7rNscLib98v/0s656LO3qHL808VVHEJFEIBPwG2PKYhwO0PsT3whjDDU7aqj4sJTKz8LLIuU4SJmaRvIJqSQkayeMeGRChto9NQ0zLvsLfYT8IQASMxOtWZdHWt2Xj/mkaL10VudYqjtYZ3WJXleFf2s1BDu+ZrDO6qzaq+qLSvb9ZTcD/98QPHm967e4jmdXvZEmvvFLE1/VK8RL4hstVBOk8vNKKj4qo2a7H2yQND6ZlJPS8OT33WWRIn+TenMV3ATDiW6463JNoY9QTTjRzXJELS/kITFNZ//uzYI1QV0zWHWr4hcPUPp2CSP/Lx+bo3dNlPhSXh409ztThNlbthz7gJRqB01845eWl5SKEZvLTupJaaSelEbt/loqPiqj8pNyqlZXkpAWXhZpSiqJ/bqxq2uMhOpD1B8KUFdcR6A4QKC4jsCh8OVDdRACbOHk1wbYBJHwuQ0QrAMDNkDCbTZpaGu8bbjNJo3ud3jblh4jar8C2A/fHn2/6P2G6kPUbPdTU+gnVBtOdLMdJB2fgiec6Hb3Ujnq2LK77CRPSiF5UsoRawYfWl7EoeVFMV8zWPVu/kI/riHuXpf0Qsvj2Z2Z/WMQjVKqr9OKr+oV4rHi2xxTb6j6wqoC+zZWgwH3KA+pJ6XhnZDcq34wh2pD4WS2jrqDgYbLgeI6a9mYqD89NqeNxMxEEjMdJPZzIAliVX5DVjdhQkDIWIWDkMGEABM+j2qP3r7R/U3Ufo64X+S2w/ttfL9mHiO8TXMcOY6GGZfdIz0kpOjxxb6qJ6wZrHq3UG2IrbdvJH1GPzLPz451OB3W3BhfsTsZ8dXbGLvw6zGMTKmWacU3fukvMtWIiDiBS4BhRH0+jDE/j1VMfYkkCMnHpZB8XAqB0gAVH5dR8VE5+5/Yi81jI3lyKqknpeHM7RlLWgR9wYZkNlAcqeBap8g6sxF2r90azzrC05DgJmYlktjPgT3J3uu6ghpjJcbRSTJCr6zKqO6RmJZI6rR0UqelH7FmcPWaKgAcA5y4hrpxDXPjHuYmMVu7RavDanb6IQTukZ5Yh3JUIuPWo8ez50y+Fo97GsYY/awrpY4prfiqRkTkFaAcWAk0ZC7GmHtiFhR9p+LbHBMy+DZXU/FROdWrKzFBg3Owi9ST0kg6PgW7u/uWRTLGEKyMTm7rqDsUaLgc8jUue9pTE3BkOkjsF67eZjoaKrndGadSvYkxh9cM9m/1UbPd3zAG3OaxHU6Eh3pwDnVh16XP+qxDrxyk5LViRiwcHTd/Q8veLeHg3w8w9McjcGTr2vaq59GKb/zSiq9qapAx5rxYB6EOE5vgzU/Cm59EsLqeypUVlH9YRtGz+zn4wgGSjkshdWoarhFHtyySCRnqy+utZPZgHYFDjSu3pi7q4JhAQrqVyCYfl9I4ue3n0GqnUu0QvWYwM8PrOBfVWePDt1uJcMn68IE+AUd/Z0NF2DXMTWKWVoX7Cn+hD2euM26SXgDvmCQOcoDq9dWa+CqljilNfFVT74vIBGPMmlgHoo5k9yaQdloGqdPTqd1VQ/mHZVR9WkHlJ+UkZlnLIqWcmHrEuFITNARKAo0qt5GuyfWHAphgVHJrx+qGnOnAMzLcLTkrXMXNsMbfKqW6jtgEZ38nzv5OUk9KAyDoD1Kzwx9Ohv1UfVZBxQdlANg8dlxDXbiHeXANc+Ma4sKmVeG4Y+oNNdv9DZ+JeJHYz4Ejx4FvXRXpp2fEOhylVB+iXZ1VIyKyDsgDtgG1gADGGDMxlnH15a7ObQnVhqhaZVWBa7ZZyyJ5xyaRkJpA4GA4uS0LNJqMSRzSMM7WkRndLdlBQlpCn11KSameyoQMdQfqqNnha0iG6w7UWTfK4bHCWhWOH/7tfnb/fjv9rx5I8nEpsQ6nSx1cdoDyd0oZsXA0Nqf2FFI9i3Z1jl9a8VVNzYp1AKpjbE5beOmjNOoOWMsiVawox9QbEjMduIa6SZycYo29DY+/tack6I9ipXoRsQnOAU6cA5yknpQOtFEV9tobJcKuIW5NMHqZmkIf0HsntmqNd2wSZW+V4NtcTdL45FiHo5TqIzTxVY0YY3bEOgZ19Bw5TjIvyKHf7GxNbJWKc3a3HW9BEt6CJKD5qvChddbs0ZGqcEMiPMxDYmai/p3owfxbfSRmOUhIjr+fau7hHsRpo3pdlSa+qtcRkUeA84EiY8z4cNtXgbuAMcAUY8yKqO1/DFyHNWns94wxrx7zoBWgia9qhohMAqaHr75jjFkVy3hUx+mPWaX6nmarwr7GVeHKTysof78M0KpwT2ZCBv92H0kT4jMplATBM9qLb0OVLmukeqNHgQeAx6PavgAuBh6K3lBExgKXA+OAXOANERltjGm85qM6JjTxVY2IyI3AN4F/hJueFJHFxpj7YxiWUkqpo2D32PGOScI7JroqXNuQCPu3+/FpVbjHqdtfS8gXistuzhHeMV6q11RSt78O5wCd3Vn1HsaYt0VkWJO29dBs4WEOsNQYUwtsE5EtwBTgg2MQqmpCE1/V1HXAVGNMNYCI/Arry6mJr1JK9XJWVdiFc4CL1JPDVeHqIDU7DyfClSsPV4Xt4aqwS6vCx5Q/Mr53RPwmvp7wwRjf+ipNfFU8Gwh8GHV9d7hNxYAmvqopwRqDEBEMt7XvziLnAb8H7MCfjTG/bHL7HOAXWHMM1wM3GWPe7WzQSimljo7d20xVeL9VFfaHu0lXR1WFnbnWusJpp2XoOqzdxF/oJyEtgYSMxFiH0m0S0xJx5DqpXl9F+pn9Yh2OUtESRGRF1PXFxpjFR7mv5n5D65I6MaKHbVVTfwU+EpG7RORnwEfAI+25o4jYgT9gzQw9FrgiPLYh2r+BScaY44BvAH/uqsC70u5ly3hj+nReysvjjenT2b1sWaxD6hPuv3kFOa792CREjms/99+8ou07qT5ryRIYNgxsNut8yZJYRxQfxCY4c12kTkun/xW5DPvxSEb872hyvzmYjJn9sHnsVHxYzqFXimMdalwyxuDf6sM1wtPQbbI3/09q7XvqHZOEv9BH0K/DHVWPUm+MOSHqdLRJL1gV3sFR1wcBezsXnjpaWvFVjRhj7hWRt4BTsI5SXW2M+bydd58CbDHGFAKIyFKssQ3rovZfFbW9lx541Gv3smWsXrCAoN8PgH/vXlYvWADAoDlzYhlaXLv/5hX84HfjqDVuAIpq+/OD36UCK/juvSfENjjV4yxZAvPmgc/qEcqOHdZ1gLlzYxdXvLJ77XjHJuEda1WF9y/ZS/X6KkzI6LrfXSxwKECwor6hm3Nv/p/U1vfUOyaJ0n8fwrepmuRJ8bVWsVJhLwJPici9WJNbjQI+jm1IfZdWfBUAIvJu+LwSeAv4P2Ah8I6IVLRzNwOBXVHXmx3HICIXicgG4GWsqm+PsmHRooYfGBFBv58NixbFKKK+4X//OKgh6Y2oNW7+94+DYhSR6skWLDj8YzrC57PaVffz5HsJVQep3VMT61DiTk2T8b29+X9SW99T1zA3NpcN3/qqI++s+jQT6nF1kQYi8jTW/Df5IrJbRK4L/7bdDZwMvCwirwIYY9YCz2AVgV4B/p/O6Bw7WvFVABhjTg2fd2bthHaNYzDGPA88LyKnYY33ndnszkTmAfMAHA5HJ8LqGP++fR1qV13jYG12h9pV37ZzZ8faVdfyjPYC4NtYjWuwu42tVUf4t/qweew4cqz/e735f1Jb31OxC54CL9Xrq3VZI9XABA27799OypQ0UqelxzqcIxhjrmjhpudb2H4hVjFJxZhWfFUj4Vmc22xrQYfGMRhj3gZGikhmC7cvjoyvSEg4dsdo3AMGdKhddY0sZ1GH2lXfNmRIx9pV10pIScCR68S3sTrWocQdf6EP9wh3Qxfy3vw/qT3fU++YJIIV9dTtrT02Qaker/zDMmp21GBPssc6FBVnNPFVTZ3dTNusdt73E2CUiAwXEQfWgt0vRm8gInkSPqQrIl8CHMChTsTb5QpuvRW7u3EFw+52U3DrrTGKqG/4yXd245TG3fmc4ucn39kdo4g6aNsSeGEYPGWzzrfpTEvdaeFC8DRZ6cXjsdrVseHJ9+Lf5iNUG4p1KHGjvjxAoDjQaBmj3vw/qT3f08iyRg0zh6s+LegPUvLKQdwjPXgndKYTolJH0sRXASAi3xaRNVjjFVZHnbYBa9qzD2NMPXAD8CqwHnjGGLNWROaLyPzwZpcAX4jI51gzQF9mjOlRAzkGzZnDxIULcefmggju3FwmLlzY4ycR6e2+e+8J/OamtWQ79yOEyHbu5zc3re0dE1ttWwIfzwPfDsBY5x/P0+S3G82dC4sXw9ChIGKdL16sE1sdS558LwQPrzmrOs9faB38i058e/P/pPZ8TxOSE3AOclGt43wVUPrGIYLVQTLnZGvXd9XlpIflHCpGRCQVSAfuBm6LuqnSGFMSm6gO83q9prpau9SpHuqFYeGktwnPULhw+7GORqljIlQXonDBJlKnpZN1UU6sw4kLRX/fT8XHZYz8v3zE3nd+9B/610FKXi9mxC9GY/dq99a+KlBcx45fFpI0OYX+V+TGLA4R8RljvDELQHUbrfgqAIwx5caY7eEB+xVADjAUGB+ehEop1RJfCzO4tNSuVBywOWy4R3jwbdKDkl3FX+jDNczTp5JeCHd3NuDbqFXfvqx4eRHYIfPLWbEORcUpTXxVIyJyPfA2Vnfln4XP74plTKpjdi9bxhvTp/NSXh5vTJ/O7mXLYh1S/PO0MINLS+1KxQlPgZe6/bXUlwViHUqvF/QHqdtXi3tk35sl2zXEhc1rp3q9HkTpq/xbfVStqiT9zH4kpCbGOhwVpzTxVU3dCJwI7DDGzACOBw7GNiTVXruXLWP1ggX49+4FY/Dv3cvqBQs0+e1ukxaCvckMLnaP1a5UHGtY1kirvp1WU+gD03h8b18hNsFb4MW3oapHr9+quocJGQ4uO0BCagLpM/rFOhwVxzTxVU3VGGNqAETEaYzZAOTHOCbVThsWLSLobzwzctDvZ8OiRTGKqI8YPhemLLbG9CLW+ZTFVrtSccwxwIk92a7LGnUBf6Ef7OAa0vcqvmB1dw5WBandXRPrUNQxVrmygtpdNfT7SjY2h6Ymqvscu8VRVW+xW0TSgBeA10WklFbW4lU9i3/fvg61qy40fK4muqrPEZvgGe3Ft7EaEzINa8+qjvMX+nANdvfZH/7efC+ItaxRX03++6JQbYhDLxfhHOwieXJKrMNRca5v/nVVLTLGXGSMKTPG3AX8FPgLcGFMg1Lt5h4woEPtSvVqunZyj+DJ9xKsssanqqMTqgtRs9Mfn92c2/k9tScl4Bri1mWN+pjStw5RX15P1oU5euBMdTtNfFUDsQyOXDfG/NcY86Ixpi6Wcan2K7j1VuzuxkfK7W43BbfeGqOIlOomunZyjxEZ51u9Qbs7H62aHX4IgXtknCW+HfyeesZ6qd1VQ31l/bGNU8VEfVmA0v8cImlScnwe9FE9jia+qoGxFnV+IdZxqKM3aM4cJi5ciDs3F0Rw5+YyceFCBs2ZE+vQlOpaqxZA0Ne4Leiz2tUxlZCaiGOAU5ei6QR/oQ8EXMPjrItvB7+n3siyRnoQpU8o/udBCELm+dmxDkX1ETrGVzX1oYicaIz5JNaBqKMzaM4cTXRV/NO1k3sUT76X8ndLCdWF+uwY1c7wb/VZE4W57bEOpWt18HvqHOjCnmynen0VKSemdmNgKtZqdvmp/KSc9DP7kZjpiHU4qo/Q/06qqRnAByKyVURWi8gaEVkd66CUUqoRXTu5R/HkezH1xqpcqg4xQUPNDn/8dXOGDn9PxSZ4xiTh26jLGsUzYwzFy4qwJ9lJn6nLF6ljRxNf1dQXwEjgTGB2+LQhphHFgk6ao1TPpmsn9yjuER7ELrqs0VGo3V2DqTPxOcbxKL6n3jFJhHwha9yzikvVayrxb/WRcV5W/PVyUD2adnVWTeUZY3ZEN4hIQayCiYnIZByRcUmRyThAl6tRqqeIfBdXLbC6TXqGWD+m9TsaEzaHDdcItya+RyFSJY/LxPcovqeefC/YoHp9Fe7hcfia9HGh+hDFLxbh6O8k9aS0WIej+hhNfBUAIvJt4DvAiCZdm5OB92ITVYy0NhmH/qhWqufQtZN7FE++l0PLD1JfHiAhNTHW4fQa/kIfiVkOElLi9CdZB7+ndrcd1zA3vnVV8GWd9CjelL9TSuBQgNxvDUbsunyROra0q7OKeAqrW/OLHO7iPBuYbIy5KpaBHXM6aY5SSnWYJz8JAN8mHefbXiZkjYt2j4iz2Zw7yTsmido9tdSXB2IdiupC9VX1lLxWjGeMF29BUqzDUX2QJr4KAGNMuTFmuzHmCmPMjqhTSaxjO+Z00hyllOowZ64Te5JdlzXqgLoDtYR8ofjs5twJ3rFWUqRrQ8eXkleKCdWFyJqTE+tQVB8Vp/1q1NESESdwCTCMqM+HMebnsYrpmJu0sPEYX9BJc5RSqg1iE9yjvfg2VWOMQUS7MbbFvzWOx/d2gmOAk4TUBHzrqkidmhbrcFQXqN1fS/kHpaROS8eR44x1OKqP0oqvamoZMAeoB6qjTn3H8LkwZTF4hgJinU9ZrGMJlVKqDd58L8HKIHX7amMdSq/gL/STkJpAQj8dEx1NJLys0aZqTFCXNYoHxS8ewOaw0e/czFiHovowrfiqpgYZY86LdRAxp5PmKKVUh3lGewHwbazGmeuKcTQ9mzGGmkIfrhEerY43wzs2iYoPy/Bv8+HJ88Y6HNUJ1Ruq8K2vJvOCbOxJmnqo2NGKr2rqfRGZEOsgYm3JEhg2DGw263yJLuOrlFJtSkhLxJHjwKdjM9tUfyhAfXm9TmzVAs8oD9jBt14/S72ZCRqKXzhAYmYiqdPTYx2O6uM08VVNnQp8KiIbRWS1iKxpsrxR3FuyBObNgx07wBjrfN48TX6VUqo9PPlJ+Lf5CNWFYh1Kj9awfu9IHd/bHJvLjnuEh+r1Ollab1b+YRl1B+rInJ2NLUHTDhVb+glUTc0C8oBzsJYzOj983mcsWAC+Jqtx+HxWu1JKqdZ58r2YgMG/TZc1ao2/0IfNY9OJflrhHZNE3b5aAqW6rFFvFPQHKXnlIO6RHrwTkmMdTq8gIjeIiJbGu4kmvqqpncB04GpjzA7AAH1q3vmdLSzX21K7Ukqpw9wjrS6q/o3aRbU1/kI/7hEexKbje1sSWdbIp1XfXqn09WKC1UEy52TrOPb26w98IiLPiMh5oi9cl9LEVzX1R+Bk4Irw9UrgD+29c/hLulFEtojIba1sd6KIBEXk0s6F2/WGtLBcb0vtSimlDrM5bbiHe6jWxLdF9RX1BA7W6TJGbUjMdpCQkajdnXuhQHEdZW+XknxiKq7BOo69vYwxPwFGAX8BrgE2i8j/icjImAYWJzTxVU1NNcb8P6AGwBhTCjjac0cRsWMlybOAscAVIjK2he1+BbzaVUF3pYULwdPkt4jHY7WrbrZtCbwwDJ6yWefbes/Aap0QTanDPPle6vbWUl9ZH+tQeqSG8b2a+LZKRPCGlzUK1euY8d6keHkR2CHzy1mxDqXXMcYYYH/4VA+kA8+JyK9jGlgc0MRXNRUIJ6YGQESygPb+t5kCbDHGFBpj6oClWGsCN/Vd4O9AURfE2+XmzoXFi2HoUBCxzhcvttpVN9q2BD6eB75wD3vfDut6L0h+dUI0pRrz5IeXNdqkVd/m+At9iENwDtIln9riHePF1BlqtvpjHYpqJ/9WH1WrKkk/sx8JqbpGdUeIyPdEZCXwa+A9YIIx5tvAZOCSmAYXBzTxVU3dBzwPZIvIQuBd4O523ncgsCvq+u5wWwMRGQhcBDzY+VC7z9y5sH07hELWuSa9x8CqBRBsMhlO0Ge193A6IZpSjTkHurB57bqsUQv8W324hroRuw7fa4t7lBdJEO3u3EuYkOHgCwdISEsgfUa/WIfTG2UCFxtjzjXGPGuMCQAYY0JYE86qTtBVpFUjxpgl4SNNZwECXGiMWd/Ouzf3H9w0uf474EfGmGBb4/VFZB4wD8DhaFdva9Wb+VqYPayl9h5EJ0RTqjGxCZ7RXnybqjHG6MQ2UYL+IHX7ask4NzPWofQKNocNd561rFHWhX1qrs1eqXJlBbW7a8iZm4vNofW1jjLG3AEgItmAK6p9Zwd+j6sW6CdSNSIijwH7jTF/MMY8AOwXkUfaeffdwOCo64OAvU22OQFYKiLbgUuBP4rIhc3tzBiz2BhzgjHmhIQEPUYT9zwtzB7WUnsPohOiKXUkT76XYEU9dftrYx1Kj1KzzQ9Gx/d2hHdMEoGiOuqK62IdimpFqDbEoZeLcA5xkfyllFiH0yuJyGwR2QxsA/4LbAf+FdOg4ogmvqqpicaYssiV8ORWx7fzvp8Ao0RkuIg4gMuBF6M3MMYMN8YMM8YMA54DvmOMeaErAle93KSFYG/yQ9Dusdp7OJ0QTakjeUaHx/nq7M6N+Lf6wA6uoTrTbXt5xuiyRr1B6ZuHqC+vJ2tOji7TdfT+FzgJ2GSMGY7VA/O92IYUPzTxVU3ZohfOFpEM2tkl3hhTD9yANVvzeuAZY8xaEZkvIvO7JVoVP4bPhSmLwTMUEOt8ymKrvYfTCdGUOlJieiKJ2Q5NfJvwF/pwDXZrN9AOcGQ5SMxy6DjfHqy+LEDpm4dImpSsvRk6J2CMOYT1e9xmjHkTOC7GMcUN7T+qmroHeF9EnsMan/s/QLvrVsaYfwL/bNLW7ERWxphrjj5MFZeGz+0ViW5z5s7VRFepprz5Xso/LCMUCGFL1EQvVBeiZpef9NN10p+O8o7xUv5BGaG6kB406IGK/3kQgpA5OzvWofR2ZSKSBLwDLBGRIqwljVQX0L8cqhFjzONY06UfAA5izSz3RGyjUh2h68kqpXoKd74XEzDWuFZFzU4/BME9Qrs5d5RnTBImYKyu4qpHqdnlp/KTctJOzyCxX+cnI929bBlvTJ/OS3l5vDF9OruXLeuCKLuOiDwiIkUi8kVUW4aIvC4im8Pn0b0nfywiW0Rko4ic28bu5wA+4CbgFWArMLsbnkafpBVfdQRjzDpgXazjUB0XWU82srROZD1Z0GqkUurY8+R5wW6N842M+e3L/IU+EHBpV9AOc4/0IA6hel0V3vCYXxV7xljLF9mT7KSf3fmeDLuXLWP1ggUE/dbBMv/evawOrw04aM6cTu+/izwKPAA8HtV2G/BvY8wvReS28PUfichYrDlvxgG5wBsiMtoYE2xh34nA2PDlF4wx5d3xBPoqrfiqRkTEKSJXisjtInJH5BTruFT76HqySqmexOa04R7mwbdRx2YC+Lf6cQxwYnfbYx1Kr2NLtOHJ8+JbX4UxTVdKVLFSvaaSmkI//WZlYXd1/nO9YdGihqQ3Iuj3s2HRok7vu6sYY94GSpo0zwEeC19+DLgwqn2pMabWGLMN2AJMabpPEXGIyKNYszgvBh4Gtoery7qmZxfRxFc1tQzrS1oPVEedVC+g68kqpXoaT76X2j211Ff27WFqJmio2e7TiX86wTM2icChAIGDuqxRTxCqD1H8YhGOAU5SpqZ1yT79+/Z1qL2bJIjIiqjTvHbcJ8cYsw8gfB4Z7DwQ2BW13e5wW1M/war2DjbGHG+MOQ4YgtU796dH+TxUE9rVWTU1yBhzXqyDUEdnyBCre3Nz7UopFQuefC+H/nkQ/+Zqkr+UGutwYqZ2dw2mzmji2wneMV4OAtXrqnBkO2MdTp9X/k4pgUMBcr81GLF3zfJF7gED8O/d22z7MVRvjDmhi/bV3AvTXJeFi4EpxpiGfnvGmEoR+Q7wIZr8dgmt+Kqm3heRCbEOQh0dXU9WKdXTOAe5sHlsVPfxZY38hdbvWZ3Y6uglZjhw5DioXt+3P0s9QX1VPSWvFeMZ48Vb0HVjrgtuvRW7u/F3xO52U3DrrV32GN3kgIgMAAifF4XbdwODo7YbBByZ2UMoOumNMMZU0XyirI6CJr6qqVOBleGZ51aLyBoRWR3roFT76HqySqmeRmyCZ5QX/8bqPj0201/oIzEzkYTUxFiH0qt5xiZRs9VHqDYU61D6tJJXignVhciak9Ol+x00Zw4TFy7EnZsLIrhzc5m4cGFPmtiqJS8CV4cvX401dDDSfnl4Dp3hwCjg42bub0QkPTw7dKMToB/2LqJdnVVTs2IdgOocXU9WKdXTeAq8VK2qpO5AHc7+fa+LqgkZ/IV+ksbrbMSd5R2TRNmbJfg2V5M0PjnW4fRJtftrKf+glNRp6Thyuv77PGjOnB6d6IrI08AZQKaI7AbuBH4JPCMi1wE7ga8CGGPWisgzWKul1AP/r4UZnVOBlbS/a7Q6Cpr4qkaMMTtEZBIwPdz0jjFmVSxjUkop1bt5RlsJn29jdZ9MfOsO1BHyBXGP1PG9neUe7sHmtFG9rkoT3xgpXnYAm8NGv3MzYx1KTBhjrmjhprNa2H4h0OqgM2PMsE6GpdpBuzqrRkTkRmAJ1mx02cCTIvLd2EallFKqp9i9bBlvTJ/OS3l5vDF9OruXLWvzPokZiSRmOfrsskaR8b26fm/nSYLgHq3LGsVK9foqfBuqyTg3E3tS99TPliyBYcPAZrPOlyzplodRfZBWfFVT1wFTjTHVACLyK+AD4P6YRqWUUirmdi9bxuoFCxrW2fTv3cvq8ELhbXVN9OR7qfi4jFB9CFtC3zru7i/0YU9NILGfju/tCt6xXqrXVFK3vxbnAFesw+kzTNBQvOwAiZmJpJ2a0S2PsWQJzJsHvvA0Tzt2WNdBh3Gpzutb/3lUewgQPfYgSPPjDZRSSvUxGxYtakh6I4J+PxsWLWrzvp58L6bOULPd3+a28cQYQ81Wa/1eEf132hUiswhXr9PZnY+l8g/LqDtQR+bsbCShez7LCxYcTnojfD6rXanO0sRXNfVX4CMRuUtE7sJaO+wvsQ1JKaVUT+Dft69D7dHceR6wWeN8+5L6kgD15fW6jFEXSkhLxJHrxLe+b3adj4WgP0jJvw7iHunBO6H7xlbv3Nmx9ngiIjYR+SLWccQzTXxVI8aYe4FrgRKgFLjWGPO7mAalOmbbEnhhGDxls8636eAYpVTXcA8Y0KH2aHaXHddQN74NfSvxPbx+r47v7UresUn4t/kI+pubIFd1tdLXiwn6gmTOye7WngtDhnSsPZ4YY0LAKhHpA882NjTxVQCISJ6InAJgjPnUGHOfMeb3QJKIjIxxeKq9ti2Bj+eBbwdgrPOP52nyq5TqEgW33ord3bhyaXe7Kbj11nbd31PgpXZPDcGq+u4Ir0fyb/Vh89hw9MHZrLuTd0wShMC3qW8dSImFQHEdZW+XknxiKq7B3dtzYeFC8DQ5RuTxWO19xABgrYj8W0RejJxiHVS80MRXRfwOqGym3R++TfUGqxZAsMngmKDPaldKqU4aNGcOExcuxJ2bCyK4c3OZuHBhu9fc9OYnWcfkNvva3jhO+Av9uId7EJuO7+1KrqFubG6bdnc+BopfKgI7ZH45q9sfa+5cWLwYhg4FEet88eI+NbHVz4DzgZ8D90SdVBfQWZ1VxDBjzOqmjcaYFSIyLAbxqKPha2EQTEvtSinVQYPmzGl3otuUc7DLSlY2VpF8fEoXR9bz1FfWEzhYR+pJabEOJe6IXfDke6leZy1rpBOHdQ//Vh9VqyvJmJVJQuqxmZV87tw+leg2Yoz5b6xjiGda8VURra0HoDNy9BaeFoaFtNSulFLHkNgEzygvvo3VfWINVv9WXb+3O3nHJBGsDFK7pzbWocQlEzIcfOEACWkJpJ/RL9bh9AkicpKIfCIiVSJSJyJBEamIdVzxQhNfFfGJiHyzaaOIXAesjEE86mhMWgj2Jj+w7B6rXSmlegBPvpf6snoCRXWxDqXb1RT6EIfgGqRrzXYHzxhrWSPt7tw9KleWU7u7hn5fycbm0JThGHkAuALYjFV4uj7cprqAdnVWETcBz4vIXA4nuicADuCiWAWlOmh4uG/QqgVW92bPECvpHd5H+wwppXocT74XsJY1cuTE94RP/kIfrqHublvztK9LSE7AOdhF9boqMs7OjHU4cSVUG6L45YM4h7hI/lL8D0voSYwxW0TEbowJAn8VkfdjHVO80MRXAWCMOQBME5EZwPhw88vGmP/EMCx1NIbP1URXKdVjJfZzkJiZiG9jNWmnZcQ6nG4T9Aep3VtLxjmakHUn75gkSl4vJlgdxO61xzqcuFH65iGC5fUM+PpAnZjt2PKJiAP4XER+DewDvDGOKW5ovwXViDHmTWPM/eFTh5NeETlPRDaKyBYRua2Z288QkXIR+Tx8uqNrIldKKdVbePK9+LZUY+rjd5xvzXY/GHCP1PG93ck7NjxT+Ebt7txV6ssClL55iKRJybr+9LH3Naz87AagGhgMXBLTiOKIJr6qy4iIHfgDMAsYC1whImOb2fQdY8xx4dPPj2mQSimlYs6Tn4SpM9Ts8Mc6lG7j3+oDm7XsTmctWQLDhoHNZp0v0aXZGzgHu7B77VSv1/V8u0rxywchCJmzs2MdSp9jjNkBCDDAGPMzY8zNxpgtsY4rXmjiq7rSFGCLMabQGFMHLAWObs0LpZRSccud5wEbVMdxlc5f6MM12N3pSYGWLIF582DHDjDGOp83T5PfCLEJngIvvvVVmFD89iA4Vmp2+qlcUU7a6Rkk9nPEOpw+R0RmA58Dr4SvHyciL8Y0qDiiia9qREScInKliNwuIndETu28+0BgV9T13eG2pk4WkVUi8i8RGdfpoJVSSvUqdrcd1xA3vo3xWaUL1YWo2enHPaLz1d4FC8Dna9zm81ntyuIZk0SwOkjtrppYh9KrGWM4uOwA9iQ76Wfr8kUxchdWIakMwBjzOTAsZtHEGU18VVPLsKq09VhjCyKn9mhu9oOmh18/BYYaYyYB9wMvtLgzkXkiskJEVtTX17czBKWUUr2BJ99L7a4agtXBWIfS5Wp2+iEIri4Y37tzZ8fa+yJvgRcEqnVZo06pWl1JTaGffrOysLt0orAYqTfGlMc6iHilia9qapAx5jJjzK+NMfdETu28726sQfgN+wL2Rm9gjKkwxlSFL/8TSBSRZqe8NMYsNsacYIw5ISFBJyBXSql44sn3WpMSbY6/qm9NoR8E3MM7n/gOGQJXTFvCtt8NI/ikjW2/G8YV05YwZEgXBBon7N4EXEPdmvh2Qqg+xKGXinAMcJIyNS3W4fQ5IvJPERkOfCEiVwJ2ERklIvcDupxRF9HEVzX1vohMOMr7fgKMEpHh4anYLwcajUsQkf4iIuHLU7A+g4c6E7BSSqnexzXEjc1li8vuzv6tPhz9ndg9na+aPblwCQ9fP49hWTuwiWFY1g4evn4eTy7UQb7RvGOSqN1VQ32l9hA7GuXvlBI4FCBzTjZi1+WLYuBR4FVgO9ayorXAU0A5cGPMooozmviqpk4FVoaXJFotImtEZHV77miMqceafv1VYD3wjDFmrYjMF5H54c0uxTqatQq4D7jcGKOzUSilVB8jdsE9yotvYzXx9G/ABA3+7b4uW8boVO8CvM7Gg3y9Th+nenWQbzTPmHAPgg3xdyClu9VX1VPyWjGeMV68+UmxDqdPMsY8AxwPJAFfAf6GNUlsKfD/YhhaXNH+o6qpWZ25c7j78j+btD0YdfkB4IHOPIZSSqn44Mn3Ur2mksDBOhzZzliH0yVq99Rg6kzXrX/qa2Ewb0vtfZRzoAt7sp3q9VWknJga63B6lZJXDhKqC5E1JyfWofR1Aax5dZxYCXD8HBHsITTxVY0YY3aIyCRgerjpHWPMqljGpJRSKj558r0A+DZVx03i6y+0qrNdMaMzAJ4h4NvRfLtqIDbBOyaJqi8qMUGj3XXbqXZfLeXvl5F6SjqOnPj4DvZGInIecC/WEMEvGWN8bdxFHQXt6qwaEZEbgSVAdvj0pIh8N7ZRKaWU6imWLIFhw8Bms847s56sI9NBQkbiMRvnu3vZMt6YPp2X8vJ4Y/p0di9b1uWP4S/0kZiZSEJqYtfscNJCsDepHts9VrtqxDMmiZAvRM0Of6xD6TWKXzyAzWWj33nNzjOqjp0FwFeNMbdp0tt9tOKrmroOmGqMqQYQkV8BH2AtPaSUUqoPW7IE5s07vK7sjh3WdYC5c49un558L1WfVnR7lW73smWsXrCAoN9Kivx797I6vBjuoDlzuuQxTMjgL/TjHdeF4ySHh1/YVQus7s2eIVbSO/woX/A45sn3gs1a1qjLuprHser1Vfg2VJM5Jxu7V1OCWDLGTG97K9VZWvFVTQkQvahikObX51VKKdXHLFhwOOmN8Pms9qPlLfASqu3+Kt2GRYsakt6IoN/PhkWLuuwx6orqCFUHuz7pGj4XLtwOV4asc016m2V323EP9+DTZY3aZIKG4mUHSMxMJO3UjFiHo9QxoYmvauqvwEcicpeI3AV8CPwltiEppZTqCXa2MJ9SS+3t4R7lBaHbuzv79+3rUPtRPcbWyPherTbGimeMl9o9tdSXB2IdSo9W/mEZdQfqyLwgB0nQ+obqGzTxVY0YY+4FrgVKsKZQv9YY87uYBqWUUqpHGNLCfEottbeH3W3HNcTd7Ymve8CADrUfjZpCH/aUBBIzu2h8r+ow7xirm3m1LmvUoqA/SMm/DuIe6cE7XpcvUn2HJr6qERGZbIz51BhznzHm98aYz0RkdqzjUkopFXsLF4KnSTHT47HaO8OT76Vmp5+gL9j2xkep4NZbsbsbz7Rsd7spuPXWLtm/MQZ/oQ/3CDciWkGLFccAJwlpCfjWaXfnlpS8XkzQFyTzwhz9rKo+RRNf1dTDIjIhckVErgB+EsN4lFJK9RBz58LixTB0KIhY54sXH/3EVhGefC8Y8G3uvirdoDlzmLhwIe7cXBDBnZvLxIULu2xiq/rSAPVl9drNOcZEBM+YJHwbqzFBXQa1qbriOsrfLiXlxFRcg1yxDkepY0qncFNNXQo8JyJzgVOBrwPnxDYkpZRSPcXcuZ1PdJtyDXVjc9rwbawmeVJK1+48yqA5c7os0W3Kv9WaOMs9UhPfWPOOSaLigzL823x48ryxDqdHOfRSEdih35ezYh2KUsecVnxVI8aYQuBy4O9YSfA5xpjy2EallFLxpSvXwo0HYhfcozzHbD3f7uAv9GFz23D0d8Y6lD7PM8oDdrS7cxP+rT6qVleSfla/rltnWqleRCu+CgARWQNE9wnKAOxYMzxjjJkYm8iUUiq+dMdauPHAk++l+osq6orrcGQ6Yh1Oh/kLfbiHexCbjpmMNZvLjnuEh+r11WReEOtoegYTMhx84QAJaQmkn9Ev1uEoFROa+KqI82MdgFJK9QWtrYXbtxPfJOAAvo3VvS7xra+sJ1BUR8qUtFiHosK8Y5MoXlZEoDRAYrpWNytXllO7u4acq3KxObTDp+qb9JOvADDG7GjtFOv4lFIqXnTHWrjxIDEzkYT0RHwbe1/3VH9heP3eke42tlTHSmRZI9/63vd56mqh2hDFLx/EOcRF8vHdN4ZeqZ5OE1/ViIg4ReRKEbldRO6InGIdl1JKxYvuWAs3HogInnwv/s2+Xjcbb02hD0kUXIM08e0pErMdJGQkUq2JL6VvHiJYXk/WnBztit9FRORGEflCRNaKyE3htgwReV1ENofP02McpmpCE1/V1DJgDlAPVEedlFJKdYGFC+GaM5aw7XfDCD5pY9vvhnHNGUs6vRZuPPDkewnVhKjZ6Y91KB3i3+rDNdSNJGhS0VOICN6xSfg2VROqD8U6nJipLwtQ+p9DJB2XrEttdRERGQ98E5gCTALOF5FRwG3Av40xo4B/h6+rHkTH+KqmBhljzot1EEopFa/mTlvCZcwjQazuscOydvDw9fNImAbQhwf5Ap5RXhDwbazGPbx3/EgP1gSp3VtLxjmZsQ5FNeEt8FL+bin+rT68+UmxDicmil8+CAYyZ2fHOpR4Mgb40BjjAxCR/wIXYRWOzghv8xjwFvCjGMSnWqAVX9XU+yIyIdZBKKVU3Fq1oCHpjUgQH6xaEKOAeg67145zsKtXLWtUs80PBq2m9UDuUV4kQfCt6z2fp65Us9NP5Ypy0k7LIDGjd00Y18N9AZwmIv1ExAN8GRgM5Bhj9gGEz/VoQw+jia9q6lRgpYhsFJHVIrJGRFbHOiillIobvhZmsWqpvY/x5Hup2ekn6A/GOpR28Rf6wAauoTq+t6exOWy48zx9cpxvKBCi6O/7sSfZST9bly/qoAQRWRF1mhd9ozFmPfAr4HXgFWAV1hBB1cNp4quamgWMAs4BZmMtczQ7phEppVQ88bQwi1VL7T3NtiXwwjB4ymadb1vSpbv35idBCPxbfG1v3AP4t/pwDXZhc+pPqp7IOyaJwME66orrYh3KMWOMoWjpPmp31pB1aX/sLnusQ+qYbv4b0w71xpgTok6Lm25gjPmLMeZLxpjTgBJgM3BARAYAhM+Ljm3Yqi36V1o1El66qALIAYZGnZRSSnWFSQvB3qRbrN1jtfd025bAx/PAtwMw1vnH87r0h6lrqBtx2nrFskahQIjanTW4tJtzj+Xpg8salbxWTOWnFfT7chbJk3rZ8kXH4G9MVxCR7PD5EOBi4GngReDq8CZXY00Yq3oQTXxVIyJyPfA28Crws/D5XbGMSSml4srwuTBlMXiGAmKdT1lstfd0qxZAsEklNti145MlQfCM9PSKcb61O2swQaPje3swR5aDxCxHn+nuXPlpOSWvFJN8QirpM3thF+dj8Demi/xdRNYBLwH/zxhTCvwSOFtENgNnh6+rHkRndVZN3QiciDVb3QwRKcBKgJVSSnWV4XN7R6Lb1DEan+zJ91K9ropAcR2JmT13Uh5/ofUDvbfMQN1XecckUf5BKaG6EDZH/NZ8/Nv9HHh6H67hbrIv649IL1xeq5fMgWCMmd5M2yHgrBiEo9opfr/96mjVGGNqAETEaYzZAOS3984icl54YqwtItLs+mUicoaIfB5e9Pu/XRS3Ukqp7naMxid78r0A+Db17Kqvf6sPxwAndm8vG0PZx3jGeDEB02vGjR+NQEkd+/6yi4TUBHK/MQhbQi/9id/b50BQPVov/VaobrRbRNKAF4DXRWQZsLc9dxQRO/AHrAmyxgJXiMjYJtukAX8ELjDGjAO+2mWRK6WU6l7HaHxyYraDhLQEqntwd2cTNPi3+7Wbcy/gHulBHBK33Z2DNUH2/nk3pt6Q+83B2JN6cYfO3jwHgurxNPFVjRhjLjLGlBlj7gJ+CvwFuLCdd58CbDHGFBpj6oClWIt5R7sS+IcxZmf48XTGO6WU6i2O0fhkEcGT78W/uRoTNF26765Su6cGUxvCPUKXMerpbIk2PKOs7vPG9MzP09EyQcP+x/dQd6CWAdcMwpHjjHVIndOb50BQPV4vPiSkupsxpqPdkAcCu6Ku7wamNtlmNJAoIm8BycDvjTGPN7ez8Lpp8wAcjp47xksppfqUYzQ+2fP/27vzKDnrOt/j7291dVdXVWeHJJ21w5JOIgpoBOTKFWG8iqPiHTeY6CCKGa6jo+PhHnG4V3GUuY4LB5XxahAVtAfcUHBcUDniBReQRVEIAdLZ04SQhCRdS3dX1ff+8TwdqivdSXe6qmv7vM6pU1W/euqpT4qin/rW81u6Ozhw336y27LEu2qvuDw0vldnfOtCYmUHqUf7Gdo9SNvcOi8Oi+y+fRfp9SnmvmX+oSECda9e50CQmqfCVwAws4PA8M+gw7MheHjb3X088+GPNotC6U+rUeAlBIP/48DvzOz37v7EYU8M1k1bB5BMJhvrJ1oRETmixMkJMEg/0V+jhW+G1jmtRGe2VjuKjENyZQe7gdRj/Q1T+D53717237OPma+YzYyzZ1U7jkjNU1dnAcDdp7n79PAyrej+tHEWvRCc4V1cdH8Rh48P3g78zN1T7v4swdJJp07+XyAiIo2kpSNKbFE76cdrb5yvu5PtTWv93jrSOruVtvkxUutr7/N0LFLr+9l92y6SL+jguDfMPezx7bffzi/POYcfnXQSvzznHLbfriVlRVT4yghm1m5mHzKz28zs+2b2QTNrH+fT/wCcbGbLzKwNuIhgMe9itwPnmFnUzBIEXaHXl+9fICIijSLRnSS7JUM+m692lBGGnhkkn8oTP1GFbz1JrkyS2ZiiMFCodpRJGegb4Ombd9DWGWP+OxZikZEd7rbffjuPXHUVmZ07wZ3Mzp08ctVVKn6l6anwlVI3Ay8AvghcTzA78zfH80R3zwHvA+4kKGa/4+6PmtnlZnZ5uM164GfAI8D9wFfd/S9l/1eIiEjdS3QnoUDNLUOT2ajxvfUosaoD8rW/TNaR5A7m2PnVbVirseCyxURih3+Vf/yznyWfyYxoy2cyPP7Zz05VTJGapDG+Uqrb3Yu7Hv/KzP403ie7+0+An5S0fbnk/meAz0wqpYiINLz2rjjWZqQ3pOg4ZVq14xyS6U3TMq2F1uM0vreexJcliMQipNb30/HC2vk8jVdhqEDf17aTP5hj0fuW0jpr9M9fpq9vQu0izUJnfKXUw2Z21vAdMzsT+E0V84iISJOKRCPET0yQrrH1fDO9aeInJDAbbU5HqVXWYsS7k6TX19+yRu7Orlv7yG7OMO9vF9C+ZOwJ3+KdnRNqF2kWKnyl1JnAb81ss5ltBn4HvMLM/mxmj1Q3moiINJtEdwdDuwcZ2jtY7SgADO0dIrcvp27OdSq5soPcczkGnx6odpQJ2Xvns/Q/dIA5rz2eaacdec7RFVdcQUt8ZGHcEo+z4oorKhlRpOapq7OUek21A4iIiAwbXps0vSHFjJdVf033Q+v3amKrupRcGXyeUo+liHWOd+7O6jr40H723vks0146g1l/Neeo2y+68EIgGOub6esj3tnJiiuuONQu0qxU+MoI7r7FzE4Fzgmb7nH3cY/xFRERKae2eW1EZ0TDwrf6a5VmNqaJtEdo62yMtWCbTXRGK7GFMdLr+5l9/tGLyGrLbE6z65Y+2k+IM/et88fdvX7RhReq0BUpoa7OMoKZfQDoAeaGl2+Z2furm0pERJqVWTgu88kUXqj+uMxMuH5v6RIyUj8SKzvIbEqTz9TWMlmlhvYO0nfjdqIzoyy4dBGRqL62i0yG/g+SUu8GznT3j7r7R4GzgPdUOZOIiDSxZHeSQrrAwLZsVXPkDuYYemaQ+AljTywktS+5sgMK1NykacXy2Tw7b9iO550Fly2mpUOdNEUmS4WvlDKg+CfQfNgmIiJSFfHl4TjfKq+/mt2k9XsbQfvSOJF4hPT6/mpHGZXnnadv2sHgMwN0vnMRbfPUrV6kHPTzkZT6OnCfmf2AoOC9ELixupFERKSZRTuiwbjMDSlmv+q4quXIbMxgrUb7Yp3xrWfWYiRWdJBa348XvOa6re/+4S7Sj6eY+9b5JMIffURk8nTGV0Zw92uBS4G9wB7gUne/rqqhRESk6SW6g3GZhWz1xmVmetO0L41j0doqlGTikiuT5A/mGdhZW8saPXfPXvbfu4+Z586uicncRBqJCl8ZTR5woBBeREREqiqxIhmMy9yYrsrr57N5BnZk1c25QSRWdAAcsbvznu99iMxX2vEeI/OVdvZ870MVzZRa38/uH+wieUoHx71+7qT21dMDXV0QiQTXPT1liShS11T4yghFszofh2Z1FhGRGtG+LI61WtUmJMpuzoBrfG+jiE6LElvSTuqx0QvfPd/7EDP6ryM+bQAziE8bYEb/dRUrfgf6sjx90w7aOmPMf/vCSXW/7umBtWthyxZwD67XrlXxK6LCV0oNz+r8Mc3qLCIitSISjRA/MVG1wjezMQ0RaO/S+N5GkVzZQXZLhnwqd9hjiT1fIto2cvmsaJuT2POlsufIHcyx84btWCzCgssWE4lN7uv5VVdBuqRjRDodtIs0MxW+UkqzOouISE1KdCcZemaQoX1DU/7amd40sUXtky5KpHYkV3aAj76sUXvH6GN/x2o/VoWhAn03biffn2PBuxfROqt10vvcunVi7SLNQn+9pdTwrM5Xm9nVwO+Br1U3koiISFD4wtSvv1oYKjCwReN7G01scTstyZZRuztn+0dfQmis9mPh7uy6tY/slgzz1iygfUl5ehMsWQIXn93Dpuu6yH8rwqbrurj47B6WLCnL7kXqlpYzkhHc/Vozuxt4OcGZ3kvd/eHqphIREYG2+TFapkdJP5Fixlkzp+x1B7Zm8bwTP1GFbyOxiJFYkST9eOqwZY3Sc95La/91I7o75waN9Jz3Uq7O7nvvfJb+hw4w56+PZ9qp08u0V/jWNT2cPriWZCzo79x1/BZuuGwtD7cBrCnb64jUG53xlRHM7C5gvrt/wd0/7+4Pm9m6aucSERExMxLLk6SfCAqVqZLpDQqI+DKN7200yVUd5FN5BrZlR7TPefO17O/4IJmDMdwhczDG/o4PMufN15bldQ88uJ+9dz7LtJfOYNb5c8qyz2EvT151qOgdloyleXlSg3yluemMr5RaBnzYzF7q7h8P21ZXM5CIiMiwxIokBx/Yz8COLO2Lp6YQzfSmg7PNSX1tajSJ7iRYsJRQ+9KRn6egyA0K3Xh4KYfMpjTP3NpH/MQE897aiVmZp1JJjzGYd6x2kSahM75S6jngfGCemf3IzGZUOY+IiMghieVTO87X8052U4b4iTrb24haklHal8ZJHWE933Ia2jNI39e2E50ZpfPShVi0AvOHJsYYzDtWu0iTUOErpczdc+7+XuD7wL0E6/mKiIhUXXRalLYFsSkrfAd2ZikMFDSxVQNLrupgYGuW3MHDlzUqp3wmz84btuF5Z8F7FleuB8Gp10BLyee1JRG0izQxFb5S6svDN9z9G8A7gZ9XK4yIiEipZHeSzKY0hYFCxV8r05sBoF2Fb8NKrOwAIP145c76et55+uYdDO4epPPSRbTNLd/s0IdZtgbOWAeJpYAF12esC9pFmpgGq8gI7v4VMzsVOCdsusfd31XNTCIiIsXi3Un2/WovmY1pkqs6Kvpamd400dmttM6c/PqqUptiC2O0TGshtT7F9JfOrMhr7P7hLtKPp5j7tvkkTk5W5DVGWLZGha5ICZ3xlRHM7B+BHoLuzXOBb5nZ+yfw/NeY2QYze8rMrhzl8f9pZn8ML38xs7yZzS7fv0BERBpdfFkCazXSGyo7LtPdyfam1c25wZkZyZUdpB/vx/Plny38uXv2sv/efcw8dzYzzppV9v2LyPio8JVSlwFnuvtH3f2jwFnAe8bzRDNrAf4duABYBVxsZquKt3H3z7j7ae5+GvAR4Nfuvrec/wAREWlskbYI8RMSFR/nO/TMIPn+vNbvbQKJlR0UMgWyWzKH2np6oKsLIpHguqdn4vtNre9n9w92kTylg+NerylTRKpJha+UMiBfdD8fto3HGcBT7t7r7oPArcCFR9j+YuCWY0opIiJNLdGdZHDXIEPPDVXsNTIbw/V7T9CMzo0u0Z2ECIdmd+7pgbVrYcsWcA+u166dWPE70Jfl6Zt2EFsQY/7bF2KRCszgLCLjpsJXSn0duM/Mrjazq4HfAzeO87kLgW1F97eHbYcxswTwGoKZo0VERCYk0R2Mk8w8UbmzvpneNC3TWmg9vq1iryG1oSXeQnxZgnRY+F51FaTTI7dJp4P28cgdzLHzhu1YLELnZYuJxPSVW6Ta9H+hjODu1wKXAnuBfcCl7n7dOJ8+2k+ZYw2WeT3wmyN1czaztWb2gJk9kMtVdokBERGpL22d4YREFezunOnNED8hgZnO1DWDxMoOBnYMkHtuiK1bR99mrPZihcECfTduJ9+fY8FlizQxWgMys38ys0fD+WpuMbN2M5ttZr8wsyfDaw3orjEqfOUQCyx294fc/Qvu/nl3f3gCu9gOLC66vwjYOca2F3GUbs7uvs7dV7v76mhUE5CLiMjzzIzE8iSZDSm8UP4JiYb2DZHbN6SJrZpIclXQiyD1eIolS0bfZqz2Ye7Orlv7yG7JMP/tC2hfrG7yjcbMFgL/CKx291OAFoLvtVcCd7n7ycBd4X2pISp85RB3d+CHk9jFH4CTzWyZmbUR/BG4o3QjM5sBvAK4fRKvJSIiTS7R3UE+lWdg50DZ953pDcf3amKrptE2P0Z0ZpTU+n6uuQYSJf/pEwm45poj72Pvnc/S//AB5rzueDpeNL1yYaXaokDczKJAguBEz4XATeHjNwFvrE40GYsKXyn1ezN76bE80d1zwPuAO4H1wHfc/VEzu9zMLi/a9L8DP3f3yk7HKSIiDS2xPKhMKrGsUWZjmkh7hLbOWNn3LbXJzEis7CCzIcXfvs1Ztw6WLgWz4HrdOlhzhKVxDzy4n713Psv0M2Yw67w5UxdcppS77wA+C2wF+oD97v5zYJ6794Xb9BEsCyo1RP1HpdQrgb83sy1AimDcrrv7i8bzZHf/CfCTkrYvl9z/BvCNcoQVEZHmFZ3RSltnjPSGFLPPP66s+872pmlfFtdMvE0mubKDA797jsymNGvWJI9Y6BbLbErzzC19xE9MMPctnRoXXt+iZvZA0f117r5u+E44dvdCYBnwHPBdM3v71EaUY6HCV0pdUO0AIiIi45XoTrL/nn0UBgtE2srTkS3Xn2Nw1yDTVs8oy/6kfiSWJ6EF0uv7SZycHNdzhvYM0ve17URnRem8dCEWVdFb53LuvvoIj/8VsMnddwOY2W3A2cAuM+t09z4z6wSemYKsMgHq6iyl/oWgy8YWd98CHAA+VuVMIiIio0p0J/G8H1pztxyyw+N7NbFV04nEIsRPTJJaP77RWPlMnp03bMPzzoL3LKYlqXNKTWArcJaZJSw4tX8+wRC/O4BLwm0uQXPZ1BwVvlLqRe7+3PAdd98HnF69OCIiImOLn5DAoka6jOv5ZnozWKsRW9Jetn1K/UiuTDL49ABDe4eOuJ3nnadv2sHg7kE6L11E21yNB28G7n4f8D3gIeDPBPXUOuBTwKvM7EngVeF9qSEqfKVUpHjdMTObjbrEi4hIjYq0RWhfFiddxvV8M71p2pfEiUT1NakZJVd1AJBaP/akae7O7h/sIr0hxdy3zB93t2hpDO7+MXdf4e6nuPs73H3A3fe4+/nufnJ4vbfaOWUk/UWXUp8DfmtmnzCzfwF+C3y6yplERETGlOjuYLBvgNz+I5+hG49CNs/A9qyWMWpirce30TqnlfQRCt/99+xj/2/2MfOVs5lx1qwxtxOR2qHCV0Zw95uBNwO7gN3A37j7N6ubSkREZGzJFcHZtnJ0d85szoBD+wnxSe9L6tPwskbpJ1MUhgqHPZ56rJ/dP9xF8pQOjnudVqwRqRcqfOUw7v6ou1/v7l9098eqnUdERORI2jpjtHS0lKW7c6Y3DRGId+mMbzNLruzABw+fNG1gZ5anb95BbEGM+W9fqOWuROqICl8BwMzuDa8PmtmBostBMztQ7XwiIiJjsYiRWJ4kvSGFF3xS+8r2ZogtaicS01ekZhY/KYG1Gumi2Z1zB3Ps/Oo2rD1C52WL9RkRqTP6P1YAcPeXh9fT3H160WWau0+vdj4REZEjSXQnyffnGewbOOZ9FHIFslsyWsZIiLRFiJ+UODTBVWGwQN+N28in8ix49yJaZ7ZWOaGITJRm6xUAzOyOIz3u7m+YqiwiIiITlVgejvPdkCK28NiWIRrYmsVzrsJXgKC78+7bdjG4e5A9P91NdmuWzncupH2xxn+L1CMVvjLsZcA24BbgPkCDVkREpG5EZ7bSNj9GekOKWefNOaZ9ZHqD8ZxxTWwlhIUvu+j7+nYG+waY87q5dLxIneBE6pW6Osuw+cA/A6cAnydYePtZd/+1u/+6qslERETGIbE8SaY3TWHw8Jl4xyOzMU3bvDZakjovINB6XButc9sY7Btg+pkzmHXe7GpHEpFJUOErALh73t1/5u6XAGcBTwF3m9n7qxxNRERkXBIrknjOD525nQgvONnNGa3fKyPMOm8O086Ywdw3d2KmznAi9Uw/acohZhYD/hq4GOgCvgDcVs1MIiIi4xU/IYG1GOknUiRXdEzouQM7ByhkC7RrfK8UmXHmTGacObPaMUSkDFT4CgBmdhNBN+efAh93979UOZKIiMiERGIR2pfFj2k93+H1WjWxlYhIY1JXZxn2DmA58AHgt1rHV0RE6lGiO8ngzgFyB3ITel62N010diuts7RMjYhII1LhKwC4eyRcs1fr+IqISN1KdIfLGj0x/rO+7sG4YJ3tFRFpXCp8RUREpGHEFrYTSbZMqLvz0O5B8v154idqGSMRkUalwldEREQahkWMxPIk6Q39uPu4nvP8+r064ysi0qhU+IqIiEhDSXQnyR/MM9g3MK7tMxsztHS00Hp8W4WTiYhItajwFRERkYaSWB6O8x1nd+fh8b1ap1VEpHGp8JWyMrPXmNkGM3vKzK4c5fEZZvYjM/uTmT1qZpdWI6eIiDSu1lmttM1rG9cEV0P7hsjtHdL6vSIiDU6Fr5SNmbUA/w5cAKwCLjazVSWb/QPwmLufCpwLfM7M1LdMRETKKrE8SWZjmsJQ4fnGTT3wwy74j0hwvann+fG9J6rwFRFpZCp8pZzOAJ5y9153HwRuBS4s2caBaRb0J+sA9gITW2xRRETkKBLdSXzIyW7KBA2beuD+tZDeAnhwff9a/MlvEWmPEFsQq2peERGpLBW+Uk4LgW1F97eHbcWuB1YCO4E/Ax9w9wIiIiJlFD8pCS1F43z/dBXk0yM3yqdJDv4r7cviWETje0VEGpkKXymn0b41lK4l8Wrgj8AC4DTgejObPurOzNaa2QNm9kAup5PCIiIyfpFYhHhXgvSG/qAhvXXU7Vpa+rSMkYhIE1DhK+W0HVhcdH8RwZndYpcCt3ngKWATsGK0nbn7Ondf7e6ro9FoRQKLiEjjSnQnGdgxQO5gDhJLRt0mNzhfha+ISBNQ4Svl9AfgZDNbFk5YdRFwR8k2W4HzAcxsHtAN9E5pShERaQqJ7nBZoydScOo10DKywHXi7On7J2JL2qsRT0REppAKXykbd88B7wPuBNYD33H3R83scjO7PNzsE8DZZvZn4C7gw+7+bHUSi4hII4staieSaAnG+S5bA2esg8RSwCCxlD37/5Xc9LcSierrkIhIozP30iGYIrUnmUx6KnX09RhFRESK9X1jO5nNGZZ97CSCBQUChYECG/95A7PPn8Oc186tYkIRqSVmlnb3ZLVzSPnpJ04RERFpWIkVSfL7cww+PTiiPbM5DQVo1/heEZGmoMJXREREGlZieQcQjvMtkt2YBoN4V7wasUREZIqp8BUREZGG1Tq7ldbj255f1iiU6c0EY4DbW6qUTEREppIKXxEREWloie4kmafSFHIFAAq5AtmtGS1jJCLSRFT4ioiISENLdCfxISe7KQPAwNYsPuTET1ThKyLSLFT4ioiISENLnJSACMGyRkCmNw1AfJnG94qINAsVviIiItLQIu0ttHfFRxS+bfPaaOmIVjmZiIhMFRW+IiIi0vAS3UkGdmTJHcyR3ZTRMkYiIk1Gha+IiIg0vGR3Bzg8d/deCtmCxveKiDQZFb4iIiLS8GKL2/nP3hmc+vZZdF+3ghe+cTo9PdVOJSL1xsy6zeyPRZcDZvZBM5ttZr8wsyfD61nVziojmbtXO4PIUSWTSU+lUtWOISIidaqnB97zrgKZwed/808kYN06WLOmisFEpKaYWdrdk+PctgXYAZwJ/AOw190/ZWZXArPc/cMVjCoTpMJX6oIKXxERmYyuLtiy5fD2pUth8+apTiMitWqChe9/Az7m7v/FzDYA57p7n5l1Ane7e3dFw8qEaDpDERERaXhbt06sXUSaVtTMHii6v87d142x7UXALeHtee7eBxAWv3MrGVImToWviIiINLwlS0Y/47tkydRnEZGalnP31UfbyMzagDcAH6l8JCkHTW4lIiIiDe+aa4IxvcUSiaBdROQYXAA85O67wvu7wi7OhNfPVC2ZjEqFr4iIiDS8NWuCiayWLgWz4FoTW4nIJFzM892cAe4ALglvXwLcPuWJ5Ig0uZXUBU1uJSIiIiKVNp7JrcwsAWwDTnD3/WHbHOA7wBJgK/AWd99b6bwyfip8pS6o8BURERGRSpvIrM5SX9TVWURERERERBqaCl8RERERERFpaCp8RUREREREpKGp8BUREREREZGGpsJXREREREREGpoKXxEREREREWloKnxFRERERESkoWkdX6kLZlYAMlV46SiQq8LrloOyV0e9Zq/X3KDs1aLsU69ec4OyV4uyT1zc3XVysAGp8BU5AjN7wN1XVzvHsVD26qjX7PWaG5S9WpR96tVrblD2alF2kefp1wwRERERERFpaCp8RUREREREpKGp8BU5snXVDjAJyl4d9Zq9XnODsleLsk+9es0Nyl4tyi4S0hhfERERERERaWg64ysiIiIiIiINTYWvNBUzW2xmvzKz9Wb2qJl9IGyfbWa/MLMnw+tZRc/5iJk9ZWYbzOzVYds0M/tj0eVZM7uuHrKH7Reb2Z/N7BEz+5mZHVdH2d8W5n7UzD5dydzHkt3M5oTb95vZ9SX7ekn4vj9lZl8wM6uT3NeY2TYz669U3kpkN7OEmf3YzB4P9/OpeskePvYzM/tTuJ8vm1lLvWQv2ucdZvaXSuYud3Yzuzv8uzP8931uneRuM7N1ZvZE+Jl/U6VylzO71cHx9Cjve00fT4+SvdaPp68yswfD9/dBMzuvaF9TdjyVBuLuuujSNBegE3hxeHsa8ASwCvg0cGXYfiXwb+HtVcCfgBiwDNgItIyy3weB/1oP2QnWxXsGOC7c7tPA1XWSfQ6wFTg+3O4m4Pway54EXg5cDlxfsq/7gZcBBvwUuKBOcp8V7q+/ku91ubMDCeCV4e024J5KvucVeN+nh9cGfB+4qF6yh4//DfAfwF/q5TMTPnY3sLqePuvhYx8HPhnejhD+ja+H7CX7rcXj6Vh/Y+rheDpW9no4np4OLAhvnwLsKNrXlB1PdWmci874SlNx9z53fyi8fRBYDywELiT4o094/cbw9oXAre4+4O6bgKeAM4r3aWYnA3MJvlTXQ3YLL8nwF9LpwM46yX4C8IS77w63+yVQ0bMaE83u7il3vxfIFu/HzDoJCpnfubsDN/P8v7dmc4eP/d7d+yqVdZTXK0t2d0+7+6/C24PAQ8CiesgePnYgvBklKNwrOilHObObWQfwIeCTlcw8rJzZp1KZc78L+D/hdgV3f7aOsgO1ezw9QvaaP54eIXs9HE8fdvfh9/NRoN3MYlN9PJXGocJXmpaZdRH8mngfMG/4i314Pdy1bSGwrehp28O2YhcD3w7/+E6JyWR39yHgfwB/JjhArwJunJrkk37fnwJWmFmXmUUJDnSLpyb5uLOPZSHBv2PYaJ+liphk7qoqV3Yzmwm8Hrir/CnHfM0uJpndzO4kOKN0EPheZZKO+rpdTC77J4DPAelKZRxLmT4zXw+73f7vqepCOZnc4ecb4BNm9pCZfdfM5lUwbunrd1GevzG1ejwdVZ0cT8dSb8fTNwEPu/sAVTyeSn1T4StNKTwb8X3gg0VnVUbddJS20gPyRcAt5cp2NJPNbmatBAfq04EFwCPAR8oedLRAk8zu7vsIsn+b4IzAZiBX7pyjBhp/9jF3MUpbxb/clSF31ZQre/il7hbgC+7eW658R3nNsmR391cTdA+MAecdZfOymGx2MzsNOMndf1DubON47XK872vc/YXAOeHlHeXKN5Yy5I4S9Gb4jbu/GPgd8NkyRhxTmf/G1OrxdKzn18PxdFT1dDw1sxcA/wb8/XDTKJtpmRo5KhW+0nTCA9X3gR53vy1s3hV2nRnukvpM2L6dkb+ALqKoG5OZnQpE3f3BigenbNlPA3D3jeGv6t8Bzq6T7Lj7j9z9THd/GbABeLLGso9lOyO72Y74LFVCmXJXRZmzrwOedPfryh50FOV+3909C9xB0B2wosqU/WXAS8xsM3AvsNzM7q5M4ueV63139x3h9UGCMcpnHPkZk1Om3HsIzq4P/9jwXeDFFYg7Qjk/6zV+PB3LaVDzx9Mx1cPx1MwWEXyu/87dN4bNU348lcagwleaSthl7UZgvbtfW/TQHcAl4e1LgNuL2i8Kx5QsA04mmFBh2MVM0a/TZcy+A1hlZseH272KYJxNPWTHwhlWLZj18b3AV2ss+6jC7lsHzeyscJ9/d7TnTEa5cldDObOb2SeBGcAHyxxzrNcrS3Yz6yj6IhgFXgs8Xv7EI16zXJ/1/+vuC9y9i2BSnSfc/dzyJ35eGd/3qIWz8oZf0F8HVGxW6jK+5w78CDg3bDofeKysYUtU4G9MLR9Px1IPx9Mj7aumj6dhF/4fAx9x998MbzzVx1NpIF4DM2zpostUXQi+hDlBd6Q/hpfXEsxueBfBr513AbOLnnMVwazCGyiZNRDoBVbUW3aC2R3Xh/v6ETCnjrLfQvCF7jEqPMvtJLJvBvYC/QS/TK8K21cTfIneCFwPWJ3k/nR4vxBeX10P7znBWQAPP+vD+7msTrLPA/4Q7udR4IsEZ8NqPnvJPruYmlmdy/W+JwlmFR5+3z/PKDP511rusH0p8P/Cfd0FLKmH97zosVo/no71vtfD8XSs7DV9PAX+F5Aq2vaPwNzwsSk7nurSOBdzV5d4ERERERERaVzq6iwiIiIiIiINTYWviIiIiIiINDQVviIiIiIiItLQVPiKiIiIiIhIQ1PhKyIiIiIiIg1Nha+IiEgdscC9ZnZBUdtbzexn1cwlIiJSy7SckYiISJ0xs1OA7wKnAy0E61u+xt03HsO+Wtw9X96EIiIitUWFr4iISB0ys08DKSAZXi8FXghEgavd/XYz6wK+GW4D8D53/62ZnQt8DOgDTnP3VVObXkREZGqp8BUREalDZpYEHgIGgf8EHnX3b5nZTOB+grPBDhTcPWtmJwO3uPvqsPD9MXCKu2+qRn4REZGpFK12ABEREZk4d0+Z2beBfuCtwOvN7Irw4XZgCbATuN7MTgPywPKiXdyvoldERJqFCl8REZH6VQgvBrzJ3TcUP2hmVwO7gFMJJrTMFj2cmqKMIiIiVadZnUVEROrfncD7zcwAzOz0sH0G0OfuBeAdBBNhiYiINB0VviIiIvXvE0Ar8IiZ/SW8D/Al4BIz+z1BN2ed5RURkaakya1ERERERESkoemMr4iIiIiIiDQ0Fb4iIiIiIiLS0FT4ioiIiIiISENT4SsiIiIiIiINTYWviIiIiIiINDQVviIiIiIiItLQVPiKiIiIiIhIQ1PhKyIiIiIiIg3t/wN6Fd+wzow+QwAAAABJRU5ErkJggg==\n", 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\n", 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\n", 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mcrmR7HTLa4FnaXb4QSveTfYldAXZaKOPdiSGZs4FlqSU/pKyM2ptSiltAr4BnB4Ro/KC0N3Ayyj4Mp2PrJhL9iV7ax7vv9PG/0/5qKR/JfuSvJ1stNJ1Bf03kk2wejvZa3Z33rU7vy7mtawne69sIht5cD5wZkrpb3n/BWTFiB1kBblr23uSWnGg1+vr+eO8mewz90Oy+VyeJitMnU022mAT2SSwQw90hymbyLd5saS19daRfXY+TnaY4P1kk7O2tu4eskPYXk/2PH2HbB6mFcBLyJ7fr0fBWZ7yTS8mG9FzJ7A6f/wfyfe5kmwOnW/l+3wT8Kb8vhpdnj83f8svX6SZDnzeOyS/37eSTcx7Mdk8MgeKr6P7fpLsc7EX+GNEPE02X89TZPPldDpnHuB1LCqvNfND4NjIDmO6to377kyuLdy+zb8jktRVkdKBRvNJkiSpu+WjS5YDQ5vNr6E+LCLWAO9PKd1a6lgkSX2PI2kkSZJ6SUScERFDIjtd+JeB6y3QSJKkRhZpJEmSes8/kx069VeyOX/anVBXkiQNLB7uJEmSJEmSVAYcSSNJkiRJklQGLNJIkiRJkiSVgUGlDkAq1mGHHZamTJlS6jAk9TP33XffEymlMaWOo6eYOyX1BHOnJBWvvdxpkUZ9zpQpU1i6dGmpw5DUz0TE2lLH0JPMnZJ6grlTkorXXu70cCdJkiRJkqQyYJFGkiRJkiSpDFikkSRJkiRJKgPtzklz3333HT5o0KAfADOxoNOT9gPL9+3b9/4TTjhhS6mDkSRJkiRJva/dIs2gQYN+cMQRRxwzZsyY7RUVFam3ghpo9u/fH1u3bj1206ZNPwDeXOp4JEmSJElS7zvQ6JiZY8aM2WmBpmdVVFSkMWPGPEU2YkmSJEmSJA1AByrSVFig6R358+whZZIkSZIkDVBlXxSIiBPe8pa3TG1c3rt3LyNHjpz1yle+clp37L+6uvrvDrTOT37ykxFHHXXUsTNmzDh25syZx/z6178e1tj3tre9bcqoUaNmTZ8+/bgD7eeGG2445JZbbjm4qzGrOOuXLOHWOXO4fto0bp0zh/VLlpQ6JEkqe7W1MGUKVFRk17W1pY5IkpqKiIsjYktELC9o+2pErIiIZRFxTUSMKOj7ZESsioiVEfG6kgQtSQdQ9kWaqqqq/StXrqzatWtXAFxzzTWHjh07dm8x+9i7t6jVW3jTm960c8WKFQ+tWLHioR/+8IdrPvjBD05u7Hvve9/7xHXXXfdoR/bzm9/85pDf/e53ww68prrL+iVLWFZTQ/2GDZAS9Rs2sKymxkKNJLWjthbmz4e1ayGl7Hr+fAs1ksrOJcBpzdpuAWamlI4HHgE+CRARxwJnA8fl23wnIip7L1RJ6ph2Jw4uF69+9auf+ulPfzrivPPO237FFVeMOvPMM5/8wx/+MAzg9ttvr/7Yxz426dlnn6046KCD9l9yySWrZ82atfub3/zm6BtvvHH47t27K+rq6ip+/etfr3rf+943admyZdUAn/rUpza85z3v2QHwkY98ZMLNN988/KCDDtp/ww03rDryyCP3Fd7/8OHD9zfefvrppysi4rm+17/+9btWrlw5pHnMX/ziFw//0Y9+NKaysjIdddRRz37ta19bf+mll46pqKhIV1999ej//d//XXfaaaft6plnTI1WLFpEQ319k7aG+npWLFrExLlzSxSVJJW3mhqoq2vaVleXtc+bV5qYJKm5lNKdETGlWdvNBYv3AP+U354LXJlS2g2sjohVwInA3e3dx7NPPsYjP7mgSdvIY17JmBPewv69z7LqqgtbbDP6+NMYffzr2Ve3g7/94qIW/Ye9ZC6jjn0Ve3ZuYc11C1v0H/4PZzFi+st4dts61t34tRb9R7z83Rw6dTZ1mx9l/S3fbtE//pQPMGziTHatX86GO77fon/iqR+meux0dq5eyqbfX9aif9LrP85Boyex49E/sOWPV7Xon/LmGoYcejhPPvQbnvhTyx8+X/DWzzGoegTblt3ItmU3teifdtaXqRh8EFvvu5btD9/eov+od30DgM33XMlTq5q+PBWDhjLt7K8AsPGuS3l6zX1N+gdVDecFZ34egMdvX8wzjz/YpH/wIWOYOvfTADx2y7eo37yqSf/QUUcy+Q0LAFj7q0XsfvKxJv1VY6dx5KkfAWD1ki+y9+mtTfoPnnAcE145H4C//fwz7Kt/qkn/IVNOYNzJ5wCw6sr/YP++3U36h087ibEvPRugxfsOfO/1p/dee8p+JA3Au9/97ievuuqqkXV1dfHwww9Xn3TSSc809s2aNevZe++9d8XDDz/80EUXXfT4f/zHf0xs7PvTn/407Iorrlh9zz33PPKJT3xi3KGHHtrwyCOPPPTII4889MY3vvFpgPr6+oqTTjpp18qVKx866aSTdn3rW98a01oMl1566YipU6ced+aZZ05fvHjxmgPF/M1vfvOI5cuXP/TII488dMkll6w9+uij95xzzjlbP/jBD25esWLFQxZoekf9xo1FtUuSYN264tolqUy9F7gxvz0BKPzGvT5vayEi5kfE0ohYundP10bkS1KxIqW25wV+4IEH1syaNeuJxuV1/7P66ObrDHvRIU+Oes1hW/fv3l+x/jtrpzfvP/SE4U+M+MdR2/bt3Ddoww8fe2Fh36R/m7ryQAFWV1f/XV1d3Z9nzpx5zAc+8IEtjz766EGnnXbazq997Wtjb7/99lWrVq0a/KEPfWjSmjVrDoqItHfv3li9evWD3/zmN0ffeeedh/zsZz9bA3Dccccdc+WVV/7tRS96UZNy5ZAhQ17y7LPP/qmiooLvf//7I2+99dZDr7rqqrVtxXPjjTcO+8IXvjD+D3/4wyONbStXrhxy+umnT3/00UefK5fNmTNn+sEHH9zw5je/ece8efN2DB8+fP/HPvax8cOGDWv4/Oc/v7m1fT/wwAOHzZo1a8qBnpOBbvbs2Wnp0qUdWvfWOXOyQ52aqRo/ntf87nfdHZqkPiwi7kspzS51HD2lmNw5ZUp2iFNzkyfDmjXdGpakPq7UuTMfSXNDSmlms/YaYDbw1pRSioj/A+5OKf0k7/8h8KuU0s/b238xuVOSOqq93NknRtIAnHbaaTsuuuiiI88555wnC9svvPDCCa94xSuefvTRRx+8/vrrV+3Zs+e5x1RdXf3cYUopJQoPU2o0aNCgVFFR0Xibffv2tVypwOtf//pda9euHbpx48Z2DxW7/fbbHz3//PO33nfffQfPmjXr2K7Oi6POmbFgAZVVVU3aKquqmLFgQYkikqTyt3AhVFc3bauuztolqdxFxLnA6cC89Pwv0uuBIwtWmwi0/CVPkkqsqDlp2hv5UjG0Yn97/YMOHbSvIyNn2vKhD33oieHDhzeceOKJ9TfccMMhje07d+6snDhx4h6A733ve4e1tf0pp5yy8+tf//rhF1988WMAW7durRwzZkxDR+57+fLlQ4899tjdFRUV3HXXXdV79+6NsWPH7mtr/YaGBv76178OedOb3vT0a1/72l3jx48f9dRTT1UecsghDTt37nSCsl7UOO/MikWLqN+4kapx45ixYEGH56NZv2RJp7eVpL6qcd6ZmprsEKdJk7ICjfPRSCp3EXEacCHwipRS4exa1wGXR8TXgfHAdODeEoQoSe3qMyNpXvjCF+79z//8zy3N2y+88MJNn/3sZye+5CUvmdHQ0HbN5b//+7837tixo3L69OnHHX300cf+6le/OqTNlZu54oorRh511FHHzZgx49gPf/jDky677LK/NY6+edOb3jT15JNPnrF69eqhY8eOPf5//ud/Dtu3b1+8853vnHrUUUcdO3PmzGP/+Z//efNhhx3WcOaZZ+745S9/OWLGjBnH3nTTTZ7lqZdMnDuX1/zud7xp1Spe87vfFVWg8cxQkgaqefOyQ5v278+uLdBIKjcRcQXZxL9HR8T6iHgf8G3gEOCWiLg/Ir4LkFJ6ELgaeAi4CTg/pdShH2wlqTcVNSeNepZz0nRMbx0b7Hw20sBS6nkVeprzKkjqCeZOSSpev5iTRuptnhlKUm+JiIsjYktELC9o+2pErIiIZRFxTUSMKOj7ZESsioiVEfG6kgQtSZKkbmeRRmpD1bhxRbVLUhdcApzWrO0WYGZK6XjgEeCTABFxLHA2cFy+zXciwvnOJEmS+gGLNFIbPDOUpN6SUroTeLJZ280ppcZJ6u8hOxMJwFzgypTS7pTSamAVcGKvBStJkqQeU9TZnaSBpKtnhpKkbvRe4Kr89gSyok2j9Xlbu5598jEe+ckFTdpGHvNKxpzwFvbvfZZVV13YYpvRx5/G6ONfz766HfztFxe16D/sJXMZdeyr2LNzC2uua3l+7sP/4SxGTH8Zz25bx7obv9ai/4iXv5tDp86mbvOjrL/l2y36x5/yAYZNnMmu9cvZcMf3W/RPPPXDVI+dzs7VS9n0+8ta9E96/cc5aPQkdjz6B7b88aoW/VPeXMOQQw/nyYd+wxN/ajkp/Ave+jkGVY9g27Ib2bbsphb90876MhWDD2Lrfdey/eHbW/Qf9a5vALD5nit5atXdTfoqBg1l2tlfAWDjXZfy9Jr7mvQPqhrOC878PACP376YZx5/sEn/4EPGMHXupwF47JZvUb95VZP+oaOOZPIbsh8V1v5qEbuffKxJf9XYaRx56kcAWL3ki+x9emuT/oMnHMeEV84H4G8//wz76p9q0n/IlBMYd/I5AKy68j/Yv293k/7h005i7EvPBmjxvgPfe/3pvSdJ6l4WaaR2TJw716KMpJKKiBpgH1Db2NTKaq2eBSAi5gPzAY6aMLJH4pMkSVL38exOZcSzO3WMs+xL6gmlPkNJREwBbkgpzSxoOxf4IPDqlFJd3vZJgJTSf+fLvwY+m1K6u8VOC5g7JfWEUufOnmbulNQT+vzZnS699NIREXHCn//854M6s/1ZZ501+b777jsIYMKECS/auHFjixFEc+bMmX700UcfO23atOPe+c53Ttq3L5sGoL6+Pt74xje+YNKkSTOPP/74GStXrhwCsHLlyiHf/e53RzVu/81vfnP0OeecM6lTD1CSpGYi4jTgQuDNjQWa3HXA2RExNCKmAtOBe0sRoyRJkrpXnyjSXHnllaNe8pKX7LrssstGHXjtpvbt28dVV1219oQTTni2vfWWLFny15UrVz70yCOPPLht27bBF1988UiAb3zjG4cNHz5837p165Z/+MMf3vyxj31sIsCjjz469Kqrrio6HkmSmouIK4C7gaMjYn1EvA/4NnAIcEtE3B8R3wVIKT0IXA08BNwEnJ9SaihR6JIkSepGZV+keeqppyqWLl067Ec/+tGaa6655rkD6m+44YZDZs+effSpp576whe+8IXHvfOd75zU0JD9j1pdXf13H/3oR8cff/zxM2677bZhJ5544tF33nlndXv3M2rUqP0Ae/fujb1790ZENN7PiPe+973bAM4777ztf/jDHw7Zv38/NTU1E5YuXTpsxowZx37uc587HGDTpk2D58yZM33y5MkzP/jBD05s884kSSqQUnpHSmlcSmlwSmliSumHKaVpKaUjU0ovzi8fLFh/YUrphSmlo1NKN5YydkmSJHWfsi/S1NbWjjjllFOeOv7443ePGDGi4a677nqu2PKXv/zl4G984xuPrVy58sE1a9YMvfTSS0cC1NfXV8ycObN+2bJlK173utft6uh9nXzyydPHjBkz6+CDD24477zztgNs3rx5yNSpU/cADB48mGHDhjVs3rx50MKFCx+fPXv2rhUrVjx00UUXbQF46KGHqq+99tq/Pfzwww9ed911I1etWjW4e58NSZIkSZLUXxV1dqcVP/rg0c3bRhw958kjXjZva8OeuopHaz82vXn/qJmnPnH435+5be+ubYP++tOaFxb2zTjvuysPdJ9XX331qAsuuGALwJlnnvnkZZddNurkk0+uA3jRi170zLHHHrsH4O1vf/uTv/vd74add9552ysrK3nPe96zvZjHBnDXXXc9WldXF2ecccYLrr/++kPPOOOMna1NrBwRrc62fPLJJ+8cPXp0A8C0adOe/etf/zp02rRpe4uNQ5IkSZIkDTxlPZJm06ZNlffcc8+h559//uQJEya86Nvf/vYR11133cj9+/cD0HhIUqPG5SFDhuwfNKhzZxevrq5Op59++o5rrrlmBMARRxyxZ/Xq1UMA9u7dy65duyoPP/zwVo/9HzJkyHPFm8rKyrR3797WTpMqSZIkSZLUQlGVjPZGvlQOqd7fXv/gYaP3dWTkTKHLLrts5Fvf+tZtl19++drGtr//+78/+uabbx4G2eFOK1asGDJ9+vQ9P/vZz0a9//3v31rM/hs99dRTFTt27KicPHny3r1793LTTTcNf/nLX/40wBvf+MYdF1988ejXvOY1z/zoRz8aedJJJz1dUVHB8OHDG3bt2lXZmfuTJEmSJElqrqxH0vz0pz8d/da3vrXJYUtz587d3niWpxe/+MW7Pv7xj0886qijjps0adLud7/73Ts6cz87d+6seOMb3zjtqKOOOvaYY4457rDDDtv77//+71sBLrjggie2b98+aNKkSTO/9a1vHbFo0aL1ACeeeGL9oEGD0tFHH/3cxMGSJEmSJEmd1bljgnrJvffe22Lkzac//ektkJ3dqaqqav8vf/nLvzVfp66u7s9t7efxxx//S/P1jzzyyH3Lly9/uLUYqqur04033tjiPoYOHZruvvvuR5o1b2u8cfvtt69qbX+SJEmSJEmtKeuRNJIkSZIkSQNFny3SnH766U87WkWSJEmSJPUXfbZII0mSJEmS1J8cqEizf//+/Z5Guhfkz/P+UschSZIkSZJK40BFmuVbt24dbqGmZ+3fvz+2bt06HFhe6lgkSZIkSVJptHt2p3379r1/06ZNP9i0adNMPDSqJ+0Hlu/bt+/9pQ5EkiRJkiSVRrtFmhNOOGEL8OZeikWSJEmSJGnAcnSMJEmSJElSGbBII0mSJEmSVAYs0kiSJElSd1hdC9dOgcsrsuvVtaWOSFIf0+6cNJIkSZKkDlhdC/fOh4a6bLlubbYMMHVe6eKS1Kc4kkaSJEmSuuqBmucLNI0a6rJ2SeogizSSJEmS1FV164prl6RWWKSRJEmSpK6qnlRcuyS1wiKNJEmSJHXVrIVQWd20rbI6a5ekDrJII0mSJEldNXUenLgYqicDkV2fuNhJgyUVxbM7qVtFxMXA6cCWlNLMvO2rwJuAPcBfgfNSSjvyvk8C7wMagH9NKf26FHFLkiRJXTZ1nkUZSV3iSBp1t0uA05q13QLMTCkdDzwCfBIgIo4FzgaOy7f5TkRU9l6okiRJkiSVD4s06lYppTuBJ5u13ZxS2pcv3gNMzG/PBa5MKe1OKa0GVgEn9lqwkiRJkiSVEQ93Um97L3BVfnsCWdGm0fq8rV3PPvkYj/zkgiZtI495JWNOeAv79z7LqqsubLHN6ONPY/Txr2df3Q7+9ouLWvQf9pK5jDr2VezZuYU117Wc3O3wfziLEdNfxrPb1rHuxq+16D/i5e/m0Kmzqdv8KOtv+XaL/vGnfIBhE2eya/1yNtzx/Rb9E0/9MNVjp7Nz9VI2/f6yFv2TXv9xDho9iR2P/oEtf7yqRf+UN9cw5NDDefKh3/DEn5a06H/BWz/HoOoRbFt2I9uW3dSif9pZX6Zi8EFsve9atj98e4v+o971DQA233MlT626u0lfxaChTDv7KwBsvOtSnl5zX5P+QVXDecGZnwfg8dsX88zjDzbpH3zIGKbO/TQAj93yLeo3r2rSP3TUkUx+wwIA1v5qEbuffKxJf9XYaRx56kcAWL3ki+x9emuT/oMnHMeEV84H4G8//wz76p9q0n/IlBMYd/I5AKy68j/Yv293k/7h005i7EvPBmjxvgPfe/3pvSdJkiSVmiNp1GsiogbYB9Q2NrWyWmpj2/kRsTQilu7ds7enQpQkSZIkqWQipVa/E0udFhFTgBsaJw7O284FPgi8OqVUl7d9EiCl9N/58q+Bz6aU7m6x0wKzZ89OS5cu7aHoJQ1UEXFfSml2qePoKeZOST3B3ClJxWsvdzqSRj0uIk4DLgTe3FigyV0HnB0RQyNiKjAduLcUMUqSJEmSVGrOSaNuFRFXAKcAh0XEeuAisrM5DQVuiQiAe1JKH0wpPRgRVwMPkR0GdX5KqaE0kUuSJEmSVFoWadStUkrvaKX5h+2svxBoOVuqJEmSJEkDjIc7SZIkSZIklQGLNJIkSZIkSWXAIo0kSZIkSVIZsEgjSZIkSZJUBizSSJIkSepzIuLiiNgSEcsL2t4WEQ9GxP6ImN1s/U9GxKqIWBkRr+v9iCXpwCzSSJIkSeqLLgFOa9a2HHgrcGdhY0QcC5wNHJdv852IqOyFGCWpKBZpJEmSJPU5KaU7gSebtT2cUlrZyupzgStTSrtTSquBVcCJvRCmJBXFIo0kSZKk/m4C8FjB8vq8TZLKikUaSZJKzHkVJKnHRSttqdUVI+ZHxNKIWLp169YeDkuSmrJII0lS6V2C8ypIUk9aDxxZsDwR2NDaiimlxSml2Sml2WPGjOmV4CSpkUUaSZJKzHkVJKnHXQecHRFDI2IqMB24t8QxSVILFmkkSepbOjyvgkP2JfVnEXEFcDdwdESsj4j3RcQZEbEeOAn4ZUT8GiCl9CBwNfAQcBNwfkqpoVSxS1JbBpU6AEmSVJQOz6uQUloMLAaYPXt2q+tIUl+VUnpHG13XtLH+QmBhz0UkSV3nSBpJkvqWDs+r0Fm1tTBlClRUZNe1ta23dXRbSZIkdYwjaSRJ6luuAy6PiK8D4+nmeRVqa2H+fKiry5bXroXzzoMI2LPn+bb587Pb8+a1v21r60mSJKl1jqSRJKnEymlehZqa54ssjfbufb5A06iuLlv3QNu2tp4kSZJa50gaSZJKrJzmVVi3rvPrtrVtMfuUpAFrdS08UAN166B6EsxaCFMdhigNNI6kkSRJz5k0qfPrtrVtMfuUpAFpdS3cOx/q1gIpu753ftYuaUCxSCNJkp6zcCFUVzdtGzwYhgxp2lZdna17oG1bW0+S1MwDNdDQ7HjRhrqsXdKAYpFGkiQ9Z948WLwYJk/OJguePBl+9CO4+OKmbYsXt5wMuLVtW1tPktRMXRvHhbbVLqnfck4a9WvrlyxhxaJF1G/cSNW4ccxYsICJc+eWOixJKmvz5rVeWOlIsaWtbSVJ7aielB/q1Eq7pAHFkTTqt9YvWcKymhrqN2yAlKjfsIFlNTWsX7Kk1KFJkiRJz5u1ECqbHS9aWZ21SxpQLNKo31qxaBEN9fVN2hrq61mxaFGJIpIkSZJaMXUenLgYqicDkV2fuNizO0kDkIc7qd+q37ixqHZJkiSpZKbOsygjyZE06r+qxo0rql2SJEmSpFKySKN+a8aCBVRWVTVpq6yqYsaCBSWKSJIkSZKktlmkUb81ce5cjl+4kKrx4yGCqvHjOX7hwk6d3Wn9kiXcOmcO10+bxq1z5jj5sCRJkiSp2zknjVqIiJOAdwFzgHFAPbAc+CXwk5TSUyUMrygT587t8im3G88S1TgJceNZohr3L0nQv3KnJPWWfpU7V9fCAzVQty47dXbjmZmatznvjKR2OJJGTUTEjcD7gV8Dp5H9sTwW+DRwELAkIt5cugh7n2eJknQg5k5JKl6/yp2ra+He+VC3FkjZ9T3nwR/f27Tt3vnZupLUBkfSqLl3p5SeaNa2C/hTfvlaRBzW+2GVjmeJktQB5k5JKl7/yZ0P1EBDXdO2tBdSs/Ua6rJ1HU0jqQ2OpFETrfyh7NQ6/YlniZJ0IOZOSSpev8qddet6Zl1JA45FGnVYRPyl1DGUgmeJknQgEXFkRFwZEb+LiE9FxOCCvmtLGJokla2ImBERN0bELyPihRFxSUTsiIh7I+KYUsdXlOpJPbOupAHHw53URES8ta0u4IjejKWnrF+yhBWLFlG/cSNV48YxY8GCdicAbuwrZhtJA87FwM+Be4D3Ab+NiDellLYBk0samSSVr8XAV4FhwG+AC4HzgNOBbwOvLl1oRZq1MJt/Zv+egsZKqKhs2lZZ/fyEwpLUCos0au4qoJaWR9BCNoFbn9bZMzV1x1miJPVrY1JK381vfyQi3gXcmU942Vo+lSTBISml6wEi4gsppSvz9usj4nMljKtzUrN0HxXwgvfBhl95didJHWaRRs0tAxallJY374iI15Qgnm7V3pmaLMJI6oLBEXFQSulZgJTSTyJiE9kZSw4ubWiSVLYqC25/vVnfkN4MpMseqMkmCi6U9mYFmresKUlIkvom56RRcx8FdrbRd0YvxtEjPFOTpB7yA+AfChtSSrcCbwNaFL0lSQD8X0QMA0gpfaexMSKmAbeWLKrOaGsyYCcJllQkR9KoiZTS79rpW9qbsfSEqnHjqN+wodV2SeqslNL/tNH+Z+DUXg5HkvqElNL32mhfRfbDYd9RPQnq1rbeLklFcCSNBhTP1CRJkqRuN2thNilwIScJltQJjqTRgOKZmiRJktTtGicDfqDGSYIldYlFGg04nqlJkiRJ3W7qPIsykrrMw53Uqoj4r4gYUbA8MiK+WMKQJKnsmTslqXjmTkl6nkUateX1KaUdjQsppe3AG0oXjiT1CeZOSSqeuVOSchZp1JbKiBjauBARVcDQdtaXJPWT3FlbC1OmQEVFdl1bW+qIJPVz/SJ3SlJ3cE4ateUnwG0R8SMgAe8FflzakCSp7PX53FlbC/PnQ11dtrx2bbYMMM+pFiT1jD6fOyWpu1ikUatSSl+JiL8ArwYC+EJK6dclDkuSylp/yJ01Nc8XaBrV1WXtFmkk9YT+kDslqbtYpFGbUko3AjeWOg5J6kv6eu5ct664dknqDn09d0pSd3FOGjUREXfl109HxM6Cy9MRsbPU8UlSOepPuXPSpOLaW+OcNpI6oj/lTknqLo6kURMppZPz60NKHYsk9RX9KXcuXNh0ThqA6uqsvSOc00ZSR/Wn3ClJ3cWRNGohIioiYnknt704IrYUbh8Rb4uIByNif0TMbrb+JyNiVUSsjIjXdTV2SSqVruTOcjJvHixeDJMnQ0R2vXhxxwss7c1pI0nN9Zfc2WWra+HaKXB5RXa92iGI0kBlkUYtpJT2Aw9ERBGD259zCXBas7blwFuBOwsbI+JY4GzguHyb70REZSfuU5JKrou5s6zMmwdr1sD+/dl1MSNgnNNGUjH6U+7stNW1cO98qFsLpOz63vkWaqQBysOd1JZxwIMRcS/wTGNjSunN7W2UUrozIqY0a3sYICKarz4XuDKltBtYHRGrgBOBu7scvSSVRqdyZ38yaVJ2iFNr7ZLUhoGdOx+ogYZmQxAb6rL2qR4nKg00FmnUls/1wn1MAO4pWF6ft0lSX9UbubOsdXVOG0kD0sDOnXVtDDVsq11Sv+bhTmrLG1JKvy28AG/o5vtoMbQGSK2uGDE/IpZGxNKtW7d2cxiS1G16I3eWta7OaSNpQBrYubO6jaGGbbVL6tcs0qgtp7bS9vpuvo/1wJEFyxOBDa2tmFJanFKanVKaPWbMmG4OQ5K6TW/kzrLXlTltJA1IAzt3zloIldVN2yqrs3ZJA46HO6mJiPgQ8C/ACyJiWUHXIcAfuvnurgMuj4ivA+OB6cC93XwfktTjejl3SlK/YO7MNc4780BNdohT9aSsQON8NNKAZJFGzV0O3Aj8N/CJgvanU0pPHmjjiLgCOAU4LCLWAxcBTwLfAsYAv4yI+1NKr0spPRgRVwMPAfuA81NKDd35YNYvWcKKRYuo37CBqKwkNTRQNX48MxYsYOLcuR3bduNGqsaN69A2kgasrubOi4HTgS0ppZl52yjgKmAKsAZ4e0ppe973SeB9QAPwrymlX3fbI5Gk3tOl3NmvTJ1nUUYS4OFOaial9FRKaU1K6R1khyK9KqW0FqiIiKkd2P4dKaVxKaXBKaWJKaUfppSuyW8PTSmNTSm9rmD9hSmlF6aUjk4p3didj2X9kiUsq6mhfkN2BFVqyOo/9Rs2sKymhvVLlnRs25Q6tI2kgauruRO4BDitWdsngNtSStOB2/JlIuJY4GzguHyb70REZfc8kt5RWwtTpkBFRXZd61lmpQGpG3KnJPU7FmnUqoi4CLgQ+GTeNAT4SekiKt6KRYtoqK9vta+hvp4VixYVte2BtpGkzubOlNKdZKMOC80Ffpzf/jHwloL2K1NKu1NKq4FVwIldi7z31NZmZ39auxZSyq7nz7dQIw1k/eH/TknqLhZp1JYzgDcDzwCklDaQHR/cZ9Rv3Njp/rb6DrRPSQNed+bOsSmljfl+NgKH5+0TgMcK1luft/UJNTVNT88N2XJNTWnikVQWOpU7I+LiiNgSEcsL2kZFxC0R8Wh+PbKg75MRsSoiVkbE61rfqySVlkUatWVPSimRnxI7Ig4ucTxFqxo3rtP9bfUdaJ+SBrzeyJ3RSltqdcWI+RGxNCKWbt26tQdCKd66dcW1SxoQOps7L2EAHSoqaWCwSKO2XB0R3wNGRMQHgFuB75c4pqLMWLCAyqqqVvsqq6qYsWBBUdseaBtJontz5+aIGAeQX2/J29eTzd3QaCKwobUdpJQWp5Rmp5RmjxkzppNhdK9Jk4prlzQgdCp3DqRDRSUNHBZp1KqU0iLgZ8DPgaOBz6SUvlXaqIozce5cjl+4kKrx4wGIyuzHkqrx4zl+4cJ2z9TUZNuIDm0jSd2cO68Dzs1vnwssKWg/OyKG5hNrTgfu7XzUvWvhQqiubtpWXZ21SxqYujl39stDRSUNHJ6CW21KKd0C3FLqOLpi4ty5nS6sdGVbSQNXZ3JnRFwBnAIcFhHrgYuAL5H9uvw+YB3wtnz/D0bE1cBDwD7g/JRSQ/c9gp41Lz/DbE1NdojTpElZgWaeZ56VBrRe+L+zqENFgfkAkxzmJ6mXWaRRExHxNK3/wQogpZQO7eWQJKnsdTV35qefbc2r21h/IdBnx57Mm2dRRlKP/d+5OSLGpZQ2duVQUWAxwOzZs1st5EhST/FwJzV3G9mvs18EZqaUDs0vh1igkaQ2mTslqXg9kTv75aGikgYOizRqIqX0FuB1wFbg+xHx24j4l4gYVdrIJKl8mTt7Vm0tTJkCFRXZdW1tqSOS1B26mjvzQ0XvBo6OiPX54aFfAk6NiEeBU/NlUkoPAo2Hit5EHztUVNLA4eFOaiGl9BTwo4j4MXAW8C3gIODrJQ2sDK1fsoQVixZRv3EjVePGMWPBAuexkQYoc2fPqK2F+fOhri5bXrs2WwYPmZL6g67kzoF2qKikgcEijVqIiJcB7wDmAHcBZ6SUflfaqMrP+iVLWFZTQ0N9PQD1GzawrKYGwEKNNACZO3tGTc3zBZpGdXVZu0Uaqe8zd0pSUxZp1ERErAF2AFeSzWq/L29/CUBK6U+liq3crFi06LkCTaOG+npWLFpkkUYaYMydPWfduuLaJfUd5k5JaskijZpbQzbL/uuA19L0dIUJeFUJYipL9Rs3FtUuqV9bg7mzR0yalB3i1Fq7pD5vDeZOSWrCIo2aSCmdUuoY+oqqceOo39DyzI1V48aVIBpJpWTu7DkLFzadkwagujprl9S3mTslqSXP7qQmIuLkA/QfGhEzeyuecjZjwQIqq6qatFVWVTFjwYISRSSpVMydPWfePFi8GCZPhojsevFi56OR+gNzpyS15EgaNXdmRHyF7NSE95GdEvEgYBrwSmAy8PHShVc+Gued8exOkjB39qh58yzKSP2UuVOSmrFIoyZSSv8WESOBfwLeBowD6oGHge+llO4qZXzlZuLcuRZlJJk7JakTzJ2S1JJFGrWQUtoOfD+/SJI6wNwpScUzd0pSU85JI0mSJEnlbHUtXDsFLq/IrlfXljoiST3EkTSSJEmSVK5W18K986EhP81d3dpsGWCqE3ZJ/Y0jaSRJkiSpXD1Q83yBplFDXdYuqd+xSKNWRcTSiDg/n8xNktQB5k5JKp658wDq1hXXLqlPs0ijtpwNjAf+X0RcGRGvi4godVCSVObMnZJUPHNne6onFdcuqU+zSKNWpZRWpZRqgKOAy4GLgXUR8bmIGFXa6CSpPPW33FlbC1OmQEVFdl3rPJWSekB/y53dbtZCqKxu2lZZnbVL6ncs0qhNEXE88DXgq8DPgX8CdgK/KWVcklTO+kvurK2F+fNh7VpIKbueP99CjaSe0V9yZ4+YOg9OXAzVk4HIrk9c7KTBUj/l2Z3Uqoi4D9gB/BD4REppd971x4h4eckCk6Qy1p9yZ00N1DWbp7KuLmuf5/cCSd2oP+XOHjN1nkUZaYCwSKO2vC2l9LfWOlJKb+3tYCSpj+g3uXNdG/NRttUuSV3Qb3KnJHWVRRq1KqX0t4h4I3AccFBB++dLF5Uklbf+lDsnTcoOcWqtXZK6U3/KnZLUVc5Jo1ZFxHeBs4CPAAG8DZhc0qAkqcz1p9y5cCFUN5unsro6a5ek7tSfcqckdZVFGrXlZSmlc4DtKaXPAScBR5Y4Jkkqd/0md86bB4sXw+TJEJFdL17sfDSSekS/yZ2S1FUe7qS21OfXdRExHtgGTC1hPJLUF/Sr3DlvnkUZSb2iX+VOSeoKizRqyw0RMYLsNIh/AhLw/ZJGJEnlz9wpScUzd0pSzsOd1KqU0hdSSjtSSj8nOyZ4RkrpM6WOS5LKmbmz62prYcoUqKjIrmtrSx2RpJ5m7pSk5zmSRi1ExGjgncCMvOlh4PLSRSRJ5c/c2XW1tTB/PtTVZctr12bL4GFXUn9l7pSkphxJoyYi4hhgOXAC8AjwKPD3wPKImNHetpI0UJk7u0dNzfMFmkZ1dVm7pP6nX+bO1bVw7RS4vCK7Xu1wQEnFcSSNmvsCcEFK6erCxog4E1gInFmSqCSpvJk7u8G6dcW1S+rz+lfuXF0L986HhrzaXLc2WwaY6nBASR3jSBo196LmfygB8mOEZ5YgHknqC8yd3WDSpOLaJfV5/St3PlDzfIGmUUNd1i5JHWSRRs0908k+SRrIzJ3dYOFCqK5u2lZdnbVL6pf6V+6sa2PYX1vtktQKD3dSc4dHxMdaaQ9gTG8HI0l9hLmzGzRODlxTkx3iNGlSVqBx0mCp3+pfubN6UnaIU2vtktRBFmnU3PeBQ9ro+0FvBiJJfYi5s5vMm2dRRhpA+lfunLWw6Zw0AJXVWbskdZBFGjWRUvpcqWOQpL7G3ClJxet3ubNxcuAHarJDnKonZQUaJw2WVASLNJIkSZLUHabOsygjqUucOFiSJPWI2lqYMgUqKrLr2tpSRyRJklTeHEkjSZK6XW0tzJ8PdfnUDGvXZsvgnDOSJEltsUijVkXECOAcYAoF75OU0r+WKCRJKnvmzufV1DxfoGlUV5e1W6SRVMjcKUnPs0ijtvwKuAf4C7C/xLFIUl9h7sytW1dcu6QBzdwpSTmLNGrLQSmlj5U6CEnqY7o9d0bEBcAHgAC+n1L634gYBVxF9qvzGuDtKaXt3Xm/XTVpUnaIU2vtktSM/3dKUs6Jg9WWyyLiAxExLiJGNV5KHZQklbluzZ0RMZOsQHMiMAs4PSKmA58AbkspTQduy5fLysKFUF3dtK26OmuXpGb8v1OSco6kUVv2AF8FaoCUtyXgBSWLSJLKX3fnzmOAe1JKdQAR8VvgDGAucEq+zo+BO4AL2w1syx7Wf7vp0JZhLz6EESePYv+e/WxY/FiLbQ49cTiHnjiChl372HjJ4y36h798JIf83aHs3b6XzbUbmvS9Arj6K6M4/6uHULlzN19+wyamToWx22H9t7N1Rp16GNVHH8zux59l6zWbW+x/9BvHUDW1mvrVdWz75dYW/WPOGMvQCQdRt/IZnrzliRb9h7/9CIYcPpRdy59mxx1PtugfO288g0cO5uk/7+Sp37cciDTuPROoHDaInffuYOe9T7XoHz//SCqGVLDjrifZdf/TLfonfngyANtv38YzD+5q0heDgwn/nA0r2nbzVuofaTqBT8XBlYw/byIAT9ywhWfX1DfpHzRiEEe8awIAW6/ZxO7HdzfpHzxmCGPPGgfA5qs2snfrnib9QycMZcwZRwCw6SePs2/Hvib9B02p4rDTDwdgw4/Ws/+Zhib9VUdVM/q1YwB4/HvrSHtTk/6DjxvGyFeOBmjxvoOefe8BjDhlFMNmHsKeLbvZcvWmFv2+97rvvddN/L9TknKOpFFbPgZMSylNSSlNzS8H/EMZERdHxJaIWF7QNioibomIR/PrkQV9n4yIVRGxMiJe10OPRZJ6S6dyZzuWA/8YEaMjohp4A3AkMDaltBEgvz68tY0jYn5ELI2IpXv37u1CGJ3zilfAmjXw8Ap46Uth7NheD0FS39DduVOS+qxIKR14LQ04EXEdcHbjr7dFbPePwC7g0pTSzLztK8CTKaUvRcQngJEppQsj4ljgCrJh/OOBW4GjUkoNbewegNmzZ6elS5cW/6DKwPolS1ixaBH1GzdSNW4cMxYsYOLcuaUOSxIQEfellGZ3cR+dyp0H2Of7gPPJcutDQD1wXkppRME621NKI1vfQ6Yv505J5atcc2d3MXdK6gnt5U4Pd1JbGoD7I+J24Lkx1Ac6FWJK6c6ImNKsua1h+XOBK1NKu4HVEbGKrGBzdzfEX3bWL1nCspoaGuqzYcP1GzawrKYGwEKN1H90Kne2J6X0Q+CHABHxX8B6YHNEjEspbYyIccCWroUtSSXV7blTkvoqizRqy7X5pTs0GZYfEY3D8ieQnW6x0fq8rV9asWjRcwWaRg319axYtMgijdR/XEv35U4AIuLwlNKWiJgEvBU4CZgKnAt8Kb9e0p33KUm97Fq6OXdKUl9lkUatSin9OCKGAEflTStTSt09oUG0dtetrhgxH5gPMKmPnr+1fuPGotol9T09lDt/HhGjgb3A+Sml7RHxJeDq/FCodcDbungfklQyvfR/pyT1CRZp1KqIOIXs0KQ1ZMWUIyPi3JTSnZ3YXVvD8teTTYDZaCLQ8hQNQEppMbAYsmODOxFDyVWNG0f9hpYPr2rcuBJEI6kndHPuBCClNKeVtm3Aqzu7T0kqJz2ROyWpr/LsTmrL14DXppRekVL6R+B1wP90cl/XkQ3Hh6bD8q8Dzo6IoRExFZgO3NuFmMvajAULqKyqatJWWVXFjAULShSRpB7QnblTkgaKbs+dEXFBRCyPiAcj4qN5W5tnHJWkcmGRRm0ZnFJa2biQUnoEGHygjSLiCrKJf4+OiPX5UPwvAadGxKPAqfkyKaUHgavJzlZyE9kw/nbP7NSXTZw7l+MXLqRq/HiIoGr8eI5fuND5aKT+pVO5U5IGuG7NnRExE/gA2QkpZgGnR8R04BPAbSml6cBt+XL5WV0L106Byyuy69W1pY5IUi/ycCe1ZWlE/BC4LF+eB9x3oI1SSu9oo6vVYfkppYXAwk5F2AdNnDvXoozUv3Uqd0rSANfdufMY4J7GU3pHxG+BM2j7jKPlY3Ut3DsfGvKzkdetzZYBps4rXVySeo1FGrXlQ8D5wL+SHRt8J/CdkkYkSeXP3ClJxevu3LkcWJhPul4PvAFYSttnHG3Tni17WP/ttU3ahr34EEacPIr9e/azYfFjLbY59MThHHriCBp27WPjJY+36B/+8pEc8neHsnf7XjbXNpuv8IlBjDj8RIaNuIM99VPYsvazWfvDg+CwLI5Rpx5G9dEHs/vxZ9l6zeYW+x/9xjFUTa2mfnUd2365tUX/mDPGMnTCQdStfIYnb3miRf/hbz+CIYcPZdfyp9lxx5Mt+sfOG8/gkYN5+s87eer321v0j3vPBCqHDWLnvTvYee9TLfrHzz+SiiEV7LjrSXbd/3SL/okfngzA9tu38cyDu5r0xeBgwj9nJxHZdvNW6h+pa9JfcXAl48+bCMATN2zh2TVNz6w6aMQgjnhXdjLZrddsYvfju5v0Dx4zhLFnZfNFbr5qI3u37mnSP3TCUMaccQQAm37yOPt27GvSf9CUKg47PXtbbfjRevY/0/Qggaqjqhn92jEAPP69daS9TafaPPi4YYx85WiAFu876OH3HjDilFEMm3kIe7bsZsvVm1r0+97rvvdeeyzSqFUppd0R8W3gFrIzLjnLviQdgLlTkorX3bkzpfRwRHw5398u4AFgX/tbPa/wrKIzjpjR2TA6Z/+zxbVL6ncipT55ohz1sNZm2QfKYpb92bNnp6VLl5Y6DEn9TETcl1Ka3cV9nIK5U9IA0hdyZ0T8F9lZRS8ATik44+gdKaWj29u213PntVOyQ5yaq54Mb1nTe3FI6lHt5U4nDlZbPENJF61fsoRb58zh+mnTuHXOHNYvWXLgjST1deZOSSpeT5zd6fD8ehLwVuAK2j7jaPmYtRAqq5u2VVZn7e1pbbJhJyCW+iQPd1JbWsyyHxGeoaSD1i9ZwrKaGhrqs2MR6zdsYFlNDYATB0v9m7lTkorXE7nz5/mcNHvJziC6PSK+BFydn310HfC2Lt5H92ucHPiBGqhbB9WTsgJNe5MGtzbZ8D3nQQTs3/N8mxMQS32CRRq1xTOUdMGKRYueK9A0aqivZ8WiRRZppP7N3ClJxev23JlSmtNK2zbaOONoWZk6r7hCygM1zxdoGqW92ew+hRrqsnUt0khlzSKN2uIZSrqgfuPGotol9RvmTkkqnrmzK+rW9cy6kkrCIo1alVLaDXw9v6hIVePGUb+h5WntqsaNK0E0knqLuVOSimfu7KLqSa1PNtzWupLKmkUaNRERf6Hl4MjnpJSO78Vw+qwZCxY0mZMGoLKqihkLFpQwKkk9xdwpScUzd3aTWQubzkkDEIObzkkDHZuAWFLJWaRRc6eXOoD+oHHemRWLFlG/cSNV48YxY8EC56OR+i9zpyQVz9zZHdqabLi1NuejkcqeRRo1kVJqMVYyIg4DtqWU2vylQy1NnDvXoow0QJg7Jal45s5u1NZkwxZlpD6notQBqLxExEsj4o6I+EVE/F1ELAeWA5sj4rRSxydJ5cjcKUnFM3dKUkuOpFFz3wY+BQwHfgO8PqV0T0TMAK4AbiplcJJUpsydklQ8c6ckNeNIGjU3KKV0c0rpp8CmlNI9ACmlFSWOS5LKmblTkopn7pSkZizSqLn9Bbfrm/V5bLAktc7cKUnFM3dKUjMe7qTmZkXETiCAqvw2+fJBpQtLksqauVOSimfulKRmLNKoiZRSZaljkKS+xtwpScUzd0pSSx7uJEmSpG5RWwtTpkBFRXZdW1vqiCRJ6lscSSNJkqQuq62F+fOhri5bXrs2WwaYN690cUmS1Jc4kkaSJEldVlPzfIGmUV1d1i5JkjrGIo0kSZK6bN264tolSVJLFmkkSZLUZZMmFdcuSZJaskgjSZKkLlu4EKqrm7ZVV2ftkiSpYyzSSJIkqcvmzYPFi2HyZIjIrhcvdtJgSZKK4dmdJEmS1C3mzbMoI0lSVziSRpIkSZIkqQxYpJEkSZIkSSoDFmkkSZIkSZLKgEUaSZIkSZKkMmCRRpIkSZIkqQxYpJEkSZIkSeVndS1cOwUur8iuV9eWOqIeZ5FGkiRJ6mG1tTBlClRUZNe1/f97hiR1zepauHc+1K0FUnZ97/x+X6ixSCNJ6lfWL1nCrXPmcP20adw6Zw7rlywpdUiSBrjaWpg/H9auhZSy6/nzLdRIUrseqIGGuqZtDXVZez9mkUaS1G+sX7KEZTU11G/YAClRv2EDy2pqLNRIKqmaGqhr9j2jri5rlyS1oW5dce39hEUaSVK/sWLRIhrq65u0NdTXs2LRohJFJEmwro3vE221S5KA6knFtfcTFmkkSf1G/caNRbX3BRHxbxHxYEQsj4grIuKgiBgVEbdExKP59chSxympbZPa+D7RVrukAWYATo7bIbMWQmV107bK6qy9H7NII0nqN6rGjSuqvdxFxATgX4HZKaWZQCVwNvAJ4LaU0nTgtnxZUplauBCqm33PqK7O2iUNcAN0ctwOmToPTlwM1ZOByK5PXJy192MWaSRJ/caMBQuorKpq0lZZVcWMBQtKFFG3GARURcQgoBrYAMwFfpz3/xh4S2lCk9QR8+bB4sUweTJEZNeLF2ftkga4ATo5bodNnQdvWQPv3J9d9/MCDWT/+EmS1C9MnDsXyOamqd+4kapx45ixYMFz7X1NSunxiFgErAPqgZtTSjdHxNiU0sZ8nY0RcXhJA5V0QPPmWZSR1IoBOjmu2maRRpLUr0ycO7fPFmWay+eamQtMBXYAP42IdxWx/XxgPsAkJ7+QJKn8VE/KD3VqpV0Dkoc7SZJUvl4DrE4pbU0p7QV+AbwM2BwR4wDy6y2tbZxSWpxSmp1Smj1mzJheC1qSJHXQAJ0cV22zSCNJUvlaB7w0IqojIoBXAw8D1wHn5uucCywpUXySJKkrBujkuGqbhztJklSmUkp/jIifAX8C9gF/BhYDw4CrI+J9ZIWct5UuSkmS1CVT51mU0XMs0kiSVMZSShcBFzVr3k02qkaSJEn9iIc7SZIkSZIklQGLNJIkSZIkSWXAIo0kSZIkSVIZsEgjSZIkSZJUBizSqNdExAURsTwiHoyIj+ZtoyLiloh4NL8eWeIwJUmSJEkqCYs06hURMRP4AHAiMAs4PSKmA58AbkspTQduy5clSZIkSRpwLNKotxwD3JNSqksp7QN+C5wBzAV+nK/zY+AtpQlPkiRJ/UVE/Fs+ent5RFwREQc5gltSXzCo1AFowFgOLIyI0UA98AZgKTA2pbQRIKW0MSIOP9CO9mzZw/pvr23SNuzFhzDi5FHs37OfDYsfa7HNoScO59ATR9Cwax8bL3m8Rf/wl4/kkL87lL3b97K5dkOL/hGnjGLYzEPYs2U3W67e1KJ/1KmHUX30wex+/Fm2XrO5Rf/oN46hamo19avr2PbLrS36x5wxlqETDqJu5TM8ecsTLfoPf/sRDDl8KLuWP82OO55s0T923ngGjxzM03/eyVO/396if9x7JlA5bBA7793BznufatE/fv6RVAypYMddT7Lr/qdb9E/88GQAtt++jWce3NWkLwYHE/55EgDbbt5K/SN1TforDq5k/HkTAXjihi08u6a+Sf+gEYM44l0TANh6zSZ2P767Sf/gMUMYe9Y4ADZftZG9W/c06R86YShjzjgCgE0/eZx9O/Y16T9oShWHnZ69rTb8aD37n2lo0l91VDWjXzsGgMe/t460NzXpP/i4YYx85WiAFu878L3Xn957kqT+ISImAP8KHJtSqo+Iq4GzgWPJRnB/KSI+QTaC+8IShipJLTiSRr0ipfQw8GXgFuAm4AFgX7sbFYiI+RGxNCKW7t27t4eilCRJUj8xCKiKiEFANbABR3BL6gMipXTgtaRuFhH/BawHLgBOyUfRjAPuSCkd3d62s2fPTkuXLu2NMCUNIBFxX0ppdqnj6CnmTkk9oVxzZ0RcACwkG8F9c0ppXkTsSCmNKFhne0qp3UOezJ2SekJ7udORNOo1jYcyRcQk4K3AFcB1wLn5KucCS0oTnSRJkvqDfK6ZucBUYDxwcES8q4jtnxvBvXVry0OFJaknWaRRb/p5RDwEXA+cn1LaDnwJODUiHgVOzZclSZKkznoNsDqltDWltBf4BfAyYHM+cpv8ektrG6eUFqeUZqeUZo8ZM6bXgpYkcOJg9aKU0pxW2rYBry5BOJIkSeqf1gEvjYhqssOdXk12wopnyEZufwlHcEsqUxZpJEmSJPUbKaU/RsTPgD+Rnajiz8BiYBhwdUS8j6yQ87bSRSlJrbNII0mSJKlfSSldBFzUrHk3juCWVOack0aSJEmSJKkMWKSRJEmSJEkqAxZpJEmSJEmSyoBFGkmSJEmSpDJgkUaSJEmSJKkMWKSRJEmSJEkqAxZpJEmSJEmSyoBFGklqxfolS7h1zhyunzaNW+fMYf2SJaUOSZIkSVI/N6jUAUhSuVm/ZAnLampoqK8HoH7DBpbV1AAwce7cUoYmSZIkqR9zJI0kNbNi0aLnCjSNGurrWbFoUYkikiRJkjQQWKSRpGbqN24sql2SJEmSuoNFGklqpmrcuKLaJUmSJKk7WKSRpGZmLFhAZVVVk7bKqipmLFhQoogkSZIkDQROHCxJzTRODrxi0SLqN26katw4ZixY4KTBkiRJknqURRpJasXEuXMtykiSJEnqVR7uJEmSJEmSVAYs0kiSJEmSJJUBizSSJEmSJEllwCKNJEmSJElSGbBII0mSJEmSVAYs0kiSJEmSJJUBizSSJEmSJEllwCKNJEmSJElSGbBII0mSJEmSVAYs0kiSirZ+yRJunTOH66dN49Y5c1i/ZEmpQ+qXIuLoiLi/4LIzIj4aEaMi4paIeDS/HlnqWCX1bbW1MGUKVFRk17W1pY5Iksrc6lq4dgpcXpFdr+6exGmRRpJUlPVLlrCspob6DRsgJeo3bGBZTY2Fmh6QUlqZUnpxSunFwAlAHXAN8AngtpTSdOC2fFmSOqW2FubPh7VrIaXsev58CzWS1KbVtXDvfKhbC6Ts+t753VKosUgjSSrKikWLaKivb9LWUF/PikWLShTRgPFq4K8ppbXAXODHefuPgbeUKihJfV9NDdTVNW2rq8vaJUmteKAGGpolzoa6rL2LLNJIkopSv3FjUe3qNmcDV+S3x6aUNgLk14e3tkFEzI+IpRGxdOvWrb0UpqS+Zt264tolacCrayNBttVeBIs0kqSiVI0bV1S7ui4ihgBvBn5azHYppcUppdkppdljxozpmeAk9XmTJhXXLkkDXnUbCbKt9iJYpJEkFWXGggVUVlU1aausqmLGggUlimhAeD3wp5TS5nx5c0SMA8ivt5QsMkl93sKFUF3dtK26OmuXJLVi1kKobJY4K6uz9i6ySCNJKsrEuXM5fuFCqsaPhwiqxo/n+IULmTh3bqlD68/ewfOHOgFcB5yb3z4XcNZmSZ02bx4sXgyTJ0NEdr14cdYuSWrF1Hlw4mKongxEdn3i4qy9iwZ1PTpJ0kAzce5cizK9JCKqgVOBfy5o/hJwdUS8D1gHvK0UsUnqP+bNsygjSUWZOq9bijLNWaSRJKmMpZTqgNHN2raRne1JkiRJ/YiHO0mSJEmSJJUBizSSJEmSJEllwCKNJEmSJElSGbBII0mSJEmSVAYs0kiSJEmSJJUBizSSJEmSJEllwCKNJEmSJElSGYiUUqljkIoSEVuBtQdY7TDgiV4IpzOMrfPKOT5j65xyim1ySmlMqYPoKebOHmVsnVfO8Rlbx5g7y+v1aM7YOqecY4Pyjs/YOqbN3GmRRv1SRCxNKc0udRytMbbOK+f4jK1zyjm2gaicXw9j65xyjg3KOz5jU0eV8+thbJ1TzrFBecdnbF3n4U6SJEmSJEllwCKNJEmSJElSGbBIo/5qcakDaIexdV45x2dsnVPOsQ1E5fx6GFvnlHNsUN7xGZs6qpxfD2PrnHKODco7PmPrIuekkSRJkiRJKgOOpJEkSZIkSSoDFmnUp0XEaRGxMiJWRcQnWumfFxHL8ssfImJWGcU2N4/r/ohYGhEnl0tsBev9fUQ0RMQ/lUtsEXFKRDyVP2/3R8Rneiu2jsRXEOP9EfFgRPy2XGKLiH8veN6W56/tqDKJbXhEXB8RD+TP23m9EddAVM55s4PxmTs7EVspc2c5582OxGfuFJR37iznvNmR+ArWM3cWEVtBfP7PWXx85Z07U0pevPTJC1AJ/BV4ATAEeAA4ttk6LwNG5rdfD/yxjGIbxvOHHB4PrCiX2ArW+w3wK+CfyiU24BTghjJ+z40AHgIm5cuHl0tszdZ/E/CbcokN+BTw5fz2GOBJYEgpXuf+fCnnvFlEfObOzj1vJcmd5Zw3i3ldC9Y3dw7ASznnznLOmx2Nr2A9c2dxsZUkd5Zz3iziuSvr3OlIGvVlJwKrUkp/SyntAa4E5haukFL6Q0ppe754DzCxjGLblfLMABwM9NYEUQeMLfcR4OfAll6Kq5jYSqUj8b0T+EVKaR1ASqm3nr9in7t3AFf0SmQdiy0Bh0REkP0z+SSwr5fiG0jKOW92ND5zZ+djK4Vyzpsdja+QuXNgKufcWc55s0Px5cydTZVz7iznvAn9IHdapFFfNgF4rGB5fd7WlvcBN/ZoRM/rUGwRcUZErAB+Cby3XGKLiAnAGcB3eymmRh19TU/KhyfeGBHH9U5oQMfiOwoYGRF3RMR9EXFOGcUGQERUA6eR/TPUGzoS27eBY4ANwF+AC1JK+3snvAGlnPMmmDs7q5xzZznnTTB3qmPKOXeWc94Ec2dnlXPuLOe8Cf0gdw4qdQBSF0Qrba3+MhARryT7g9lbx+B2KLaU0jXANRHxj8AXgNf0dGB0LLb/BS5MKTVkBeZe05HY/gRMTintiog3ANcC03s6sFxH4hsEnAC8GqgC7o6Ie1JKj5RBbI3eBPw+pfRkD8ZTqCOxvQ64H3gV8ELgloj4XUppZw/HNtCUc94Ec2dnlXPuLOe8CeZOdUw5585yzptg7uyscs6d5Zw3oR/kTkfSqC9bDxxZsDyRrBraREQcD/wAmJtS2lZOsTVKKd0JvDAiDuvpwOhYbLOBKyNiDfBPwHci4i3lEFtKaWdKaVd++1fA4F563joUX77OTSmlZ1JKTwB3Ar0xeWAx77mz6d1hpx2J7TyyIbsppbQKWA3M6KX4BpJyzptg7uyx2EqYO8s5b3Y0vkbmzoGrnHNnOedNMHf2WGz4P2db+n7uTGUwMY4XL525kFWP/wZM5flJoY5rts4kYBXwsjKMbRrPT+L2EuDxxuVSx9Zs/UvovQncOvK8HVHwvJ0IrOuN562I+I4BbsvXrQaWAzPLIbZ8veFkx90e3BvPWRHP2/8HfDa/PTb/PBzWWzEOlEs5580i4jN3du55K0nuLOe8Wczrau4c2Jdyzp3lnDc7Gl+z9c2dHY/N/zk7/9yVde70cCf1WSmlfRHxYeDXZLN4X5xSejAiPpj3fxf4DDCarCIPsC+lNLtMYjsTOCci9gL1wFkpzxRlEFtJdDC2fwI+FBH7yJ63s3vjeetofCmlhyPiJmAZsB/4QUppeTnElq96BnBzSumZno6pyNi+AFwSEX8hG6Z6Ycp+FVI3Kue8WUR85s7OxVaS3FnOebOj8eWrmjsHsHLOneWcN4uIryTMnT0XW75qr+fNIuIr69wZvfT5lCRJkiRJUjuck0aSJEmSJKkMWKSRJEmSJEkqAxZpJEmSJEmSyoBFGkmSJEmSpDJgkUaSJEmSJKkMWKSRJEmSJEkqAxZpJEmSJEmSyoBFGklNRMQREXFlRPw1Ih6KiF9FxFEljGdERPxLd2wXEX/oppiqIuK3EVHZgXVTRFxWsDwoIrZGxA1trPu1guUFEfHZ/PaQiLgzIgZ1x2OQ1H3Mmx3at3lTUhPmzg7t29w5AFmkkfSciAjgGuCOlNILU0rHAp8CxpYwrBFAq38wI9NWHmuxXUrpZd0U03uBX6SUGjqw7jPAzIioypdPBR5vY93dwFsj4rDmHSmlPcBtwFmdiFdSDzFvdph5U9JzzJ0dZu4cgCzSSCr0SmBvSum7jQ0ppftTSr+LiI9FxPL88tHG/oiYEhEPR8T3I+LBiLi58Y9DRJwTEcsi4oHGyn5EvCsi7o2I+yPie42/DLSzny8BL8zX/2rBet8B/gQcGRHXRsR9+Xbz89CabJffx66CuFs8nvYeSzPzgCUF+7ojIo7Ob4+OiOXN1r8ReGN++x3AFW08//uAxcC/tdF/bX7fksqHedO8Kal45k5zp9qSUvLixYsXUkoA/wr8TyvtJwB/AQ4GhgEPAn+X900hS/QvzpevBt4FHAesBA7L20cBxwDXA4Pztu8A5xxgP1OA5QWxTAH2Ay8taBuVX1cBy4HRzbfL+3e193jaiqHZPoYAm5q1rQcq8tuvBK4ovE/geOBnwEHA/cApwA2tPM+7gEOBNcBwYAHw2YL+SmBrqd8nXrx4ef5i3jRvevHipfiLudPc6aXtiyNpJHXEycA1KaVnUkq7gF8Acwr6V6eU7s9v30f2h+dVwM9SSk8ApJSeBF5N9sfq/0XE/fnyCw6wn9asTSndU7D8rxHxAHAPcCQwvQuP50AxHAbsaFyIiMnA4yml/XnT8cCywg1SSsvy/bwD+FV7gaWUdgKXkv3z0ryvAdgTEYe0++gklQPz5vPMm5I6ytz5PHPnAOVkQJIKPQj8UyvtcYDtdhfcbiD7dSGA1Mp+fpxS+mQR+2nNM8/tMOIU4DXASSmluoi4g+zXg/a093gOFEN9s/2/mKZ/IE8Armplv9cBi8h+0Rh9gPj+l2xY7Y9a6RsKPHuA7SX1HvOmeVNS8cyd5k61wZE0kgr9BhgaER9obIiIvwf+DLwlIqoj4mDgDOB3B9jXbcDbI2J0vp9Reds/RcThjW35rwLteRpor4o/HNie/7GcAby0A9vd2YnHA0BKaTtQGRGNfzRnkf8BjYjpwFyyYa3NXQx8PqXUWl/z+3iSbNjr+wrb8+dya0ppb0dildQrzJsHYN6U1Apz5wGYOwcuizSSnpNSSmR/PE6N7HSIDwKfBTYAlwD3An8EfpBS+vMB9vUgsBD4bT4s9OsppYeATwM3R8Qy4BZg3AH2sw34fT7Z2ldbWeUmYFC+vy+QDT9td7uU0p+KfTzN3Ew2fBWyXzUq8sf4GeBh4NxWHsf6lNI3iriPr5ENcy30Sg4wdFVS7zJvdph5U9JzzJ0dZu4cgCL7fEiSOioi/g74WErp3RGximxCu6d74X5/AXwypbSyp+9LkrqTeVOSimfuHJgcSSNJRcp/Abk9IoYD+3vpj+UQ4Fr/WErqi8ybklQ8c+fA5EgaSZIkSZKkMuBIGkmSJEmSpDJgkUaSJEmSJKkMWKSRJEmSJEkqAxZpJEmSJEmSyoBFGkmSJEmSpDJgkUaSJEmSJKkMWKSRJEmSJEkqAxZpJEmSJEmSysD/DyooeLUljzWFAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,microzoojan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,microzoofeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,microzoomar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Microzooplankon Concentration ($\\mu$M N)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Surface Microzooplankon Concentration by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "ax.invert_yaxis()\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(microzoojan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax2[1].plot(microzoojan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax2[2].plot(microzoojan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax2[1].set_title('Bloom Date vs. January Average Surface Microzooplankon Concentration')\n", "\n", "\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(microzoofeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax3[1].plot(microzoofeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax3[2].plot(microzoofeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax3[1].set_title('Bloom Date vs. February Average Surface Microzooplankon Concentration')\n", "\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(microzoomar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax4[1].plot(microzoomar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax4[2].plot(microzoomar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax4[1].set_title('Bloom Date vs. March Average Surface Microzooplankon Concentration')\n", "\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Monthly average depth-integrated zooplankton concentration (January-March)" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,intzoojan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,intzoofeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,intzoomar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Zooplankon Concentration ($\\mu$M N)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Depth-integrated Zooplankon Concentration by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "ax.invert_yaxis()\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(intzoojan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax2[1].plot(intzoojan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax2[2].plot(intzoojan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax2[1].set_title('Bloom Date vs. January Average Depth-integrated Zooplankon Concentration')\n", "\n", "\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(intzoofeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax3[1].plot(intzoofeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax3[2].plot(intzoofeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax3[1].set_title('Bloom Date vs. February Average Depth-integrated Zooplankon Concentration')\n", "\n", "\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(intzoomar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax4[1].plot(intzoomar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax4[2].plot(intzoomar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax4[1].set_title('Bloom Date vs. March Average Depth-integrated Zooplankon Concentration')\n", "\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Monthly average depth-integrated mesozooplankton concentration (January-March)" ] }, { "cell_type": "code", "execution_count": 44, "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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OR+gcQRuvGpZSeo5sjpOmLve9ENga2YTHFflIiKkR8UqAiHh3RIzI88OW/DG7yAq0p0bEGyIbTfVZsgLdXyLi5WRzqLwtf6/XxVH3uLkRMTAvln6GPaN7rgQ+HRETI2IAWT69usHIif/K9/9Isrl7rm5inwbmsWwiK9T+d1uOUwNrgTeQvVf/vR3xtdXngPdGxH/Enkm3j46Iq/L+lv62tOZnwJyIOCZ/H0/Kj3WLr3UbtOX3s7Vj39pzXAl8IbKJ6IeTzZ/TcPSXpG7IIo0kaV/dEBHbyAoMc4HzUkoPNlwppXQ72dwMvyX7pv0Q4Jy8bxNwGtmHl01k/5SfllJ6qgPj3BIRzwH/JJtX4ayU0iX59h8im+fmr2T/GL+UbN6YOn8CHgSejIi6mC4gO03p3siGqt9GNhKgSQWnAI0Gbirompw/dlu+/R+llO4EiIibIuI/W9mvum9b/x34ckQ8S/bP+jWtPK7Q5cADZMPtb6Hgw1wbjk3TQaW0Bvh7Hl+TIzci4tVk3x7/b8quulV3u57s2Nad5nQF2bfNVzR4inPJTgl5iOy0iN/Q8mkRXyKbXPQZ4PdkH+Tr4n2BbILb95N9wH43WSFge96/CPgg8MN8W8vJTotpyQP578Zysg/9n04pfbEd8f+N7P3xFNnv1tvz3xWA7wFvj+xqNd9vJY6OcDHwy8hO/XhHS8ejtWPZjO+STSL7FNlkqDc36K+3v/lItDeR5ZC1ZKee1E1EDNnIrwF5+6VkRb42SSktSik1OgUmL5y8hayQuCKP9WdkoyAATgYezF/z75HNsfJ8SmkZ2TH4Qf6YtwBvyY9TXWH7nthzOlpdfvg4Wc54jGxOnyvIJiEnv7+c7LSwFWST2H68Qch/JntdbgfmpZRuaWJ3LyM7TeYJsvfhvW05Rg2llFaTFWouiIgPtDG+tj73X8gKZ68HHovsam3zyQuWLf1tacNz/5rsd+sK4FmyybyHtuG1bs3XyAooWyJiTjPrtHbsfw4ckT/HdU08/qtk830tJvu79ve8TVI3F/VPF5YkSd1BZJc7vis//agkRcQlwNqU0heKHcveiIi/AT9OKbX5A34Hbvu9ZBPlNnXqYLdTzGPZ20TEBLLCQt+9HLkiSSqi1ia3kiRJJSYiyoB3kH2LWpLyD4pnAC8vcihtlp9qtIzsW/NZZJcybziiQ23gsZQkae9YpJEkqftZTXYax/nFDqQpEfEV4NPA11JKK4odTzscRnaa2ACyK768PZ87Ru3nsZQkaS94upMkSZIkSVIJcOJgSZIkSZKkEmCRRpIkSZIkqQQ4J426neHDh6cJEyYUOwxJPcx99933VEppRLHj6CzmTkmdwdwpSe3XUu60SKNuZ8KECSxaVLIXNJHUTUXEqmLH0JnMnZI6g7lTktqvpdzp6U6SJEmSJEklwCKNJEmSJElSCbBII0mSJEmSVAJanJPmvvvuO7BPnz4/A6ZiQacz7QaW7Ny58wPHHHPMhmIHI0mSJEmSul6LRZo+ffr87KCDDjp8xIgRT5eVlaWuCqq32b17d2zcuPGIJ5988mfAW4sdjyRJkiRJ6nqtjY6ZOmLEiK0WaDpXWVlZGjFixDNkI5YkSZIkSVIv1FqRpswCTdfIj7OnlEmSJEmS1EuVfFEgIo5529veNrFueceOHQwZMuToE044YVJHPH9lZeXLW1vnV7/61eBDDz30iClTphwxderUw//4xz8OqOs766yzJgwdOvToyZMnH9na89x4440Db7311v33NWapLdYsWMBtM2Zww6RJ3DZjBmsWLCh2SJJU8qqrYcIEKCvL7qurix2RpOZExCURsSEilhS0fTMilkbE4oi4NiIGF/RdGBHLI2JZRJxUlKAlqRUlX6SpqKjYvWzZsopt27YFwLXXXnvAyJEjd7TnOXbsaNfqjbzlLW/ZunTp0oeWLl360M9//vOVH/7wh8fX9b3vfe976vrrr3+0Lc/zpz/9aeDdd989oPU1pX2zZsECFldVUbt2LaRE7dq1LK6qslAjSS2orobZs2HVKkgpu58920KNVMIuBU5u0HYrMDWldBTwCHAhQEQcAZwDHJk/5kcRUd51oUpS27Q4cXCpeMMb3vDMr3/968Hnn3/+01deeeXQM888c/Nf/vKXAQB33HFH5Wc+85lxzz//fNl+++23+9JLL11x9NFHb//+978/7Kabbhq0ffv2spqamrI//vGPy9///vePW7x4cSXAf/7nf65973vfuwXg4x//+Jhbbrll0H777bf7xhtvXH7wwQfvLNz+oEGDdtf9/Oyzz5ZFxIt9p5xyyrZly5b1axjzV7/61QN/8YtfjCgvL0+HHnro89/61rfWXHbZZSPKysrSNddcM+y73/3u6pNPPnlb5xwx9XZL581jV21tvbZdtbUsnTePsTNnFikqSSptVVVQU1O/raYma581qzgxSWpeSumuiJjQoO2WgsV7gbfnP88ErkopbQdWRMRyYDrw15a28fzmx3nkV5+s1zbk8BMYcczb2L3jeZZffUGjxww76mSGHXUKO2u28NjvLmrUP/wVMxl6xOt5YesGVl4/t1H/ga86m8GTX8Pzm1az+qZvNeo/6LXv4YCJ06hZ/yhrbv1ho/7Rx3+QAWOnsm3NEtbe+dNG/WNP/BiVIyezdcUinvy/yxv1jzvls+w3bBxbHv0LG/52daP+CW+tot8BB7L5oT/x1N8bfwH4kjO+RJ/KwWxafBObFt/cqH/S2d+grO9+bLzvOp5++I5G/Ye++3sArL/3Kp5ZXv/lKevTn0nn/A8A6+65jGdX3levv0/FIF5y5pcBeOKO+Tz3xIP1+vsOHMHEmV8A4PFbf0Dt+uX1+vsPPZjxb54DwKo/zGP75sfr9VeMnMTBJ34cgBULvsqOZzfW699/zJGMOWE2AI/99ovsrH2mXv/ACccw6rhzAVh+1efYvXN7vf5Bk45l5KvPAWj0vgPfez3pvdeSkh9JA/Ce97xn89VXXz2kpqYmHn744cpjjz32ubq+o48++vmFCxcuffjhhx+66KKLnvjc5z43tq7v73//+4Arr7xyxb333vvI5z//+VEHHHDArkceeeShRx555KFTTz31WYDa2tqyY489dtuyZcseOvbYY7f94Ac/GNFUDJdddtngiRMnHnnmmWdOnj9//srWYv7+979/0JIlSx565JFHHrr00ktXHXbYYS+ce+65Gz/84Q+vX7p06UMWaNSZateta1e7JAlWr25fu6SS9z7gpvznMUDhJ+41eVsjETE7IhZFxKIdL+zbiHxJaq9Iqfl5gR944IGVRx999FN1y6u/s+KwhusMeOnAzUPfOHzj7u27y9b8aNXkhv0HHDPoqcH/NnTTzq07+6z9+eOHFPaN+/TEZa0FWFlZ+fKampp/TJ069fAPfvCDGx599NH9Tj755K3f+ta3Rt5xxx3Lly9f3vcjH/nIuJUrV+4XEWnHjh2xYsWKB7///e8Pu+uuuwb+5je/WQlw5JFHHn7VVVc99tKXvrReubJfv36veP755/9eVlbGT3/60yG33XbbAVdfffWq5uK56aabBnzlK18Z/Ze//OWRurZly5b1O+200yY/+uijL5bLZsyYMXn//fff9da3vnXLrFmztgwaNGj3Zz7zmdEDBgzY9eUvf3l9U8/9wAMPDD/66KMntHZMertp06alRYsWFTuMknbbjBnZqU4NVIwezRvvvrsIEUmlLyLuSylNK3YcncXc2boJE7JTnBoaPx5WruzqaKTuodi5Mx9Jc2NKaWqD9ipgGnBGSilFxP8Cf00p/Srv/znwh5TSb1t6fnOnpM7QUu7sFiNpAE4++eQtF1100cHnnnvu5sL2Cy64YMzrXve6Zx999NEHb7jhhuUvvPDCi/tUWVn54mlKKSUKT1Oq06dPn1RWVlb3Mzt37my8UoFTTjll26pVq/qvW7euxVPF7rjjjkc/+tGPbrzvvvv2P/roo4/Y13lxpPaYMmcO5RUV9drKKyqYMmdOkSKSpNI3dy5UVtZvq6zM2iV1HxFxHnAaMCvt+UZ6DXBwwWpjgcbfaElSkbVrTpqWRr6U9S/b3VJ/nwP67GzLyJnmfOQjH3lq0KBBu6ZPn1574403Dqxr37p1a/nYsWNfAPjJT34yvLnHH3/88Vu//e1vH3jJJZc8DrBx48byESNG7GrLtpcsWdL/iCOO2F5WVsY999xTuWPHjhg5cuTO5tbftWsX//rXv/q95S1vefZNb3rTttGjRw995plnygcOHLhr69atTlCmTlc378zSefOoXbeOilGjmDJnTq+dj2bNggUeC0mtqpt3pqoqO8Vp3LisQON8NFL3EREnAxcAr0spFc4ydT1wRUR8GxgNTAYWFiFESWpRtxlJc8ghh+z4r//6rw0N2y+44IInL7744rGveMUrpuza1XzN5Wtf+9q6LVu2lE+ePPnIww477Ig//OEPA5tduYErr7xyyKGHHnrklClTjvjYxz427vLLL3+sbvTNW97ylonHHXfclBUrVvQfOXLkUd/5zneG79y5M971rndNPPTQQ4+YOnXqER/60IfWDx8+fNeZZ5655fe///3gKVOmHHHzzTd7lSd1qrEzZ/LGu+/mLcuX88a77+61RQmvdCWpPWbNyk5t2r07u7dAI5WuiLiSbOLfwyJiTUS8H/ghMBC4NSLuj4gfA6SUHgSuAR4CbgY+mlJq0xe2ktSV2jUnjTqXc9K0jecGqz2cn0dtVex5FTqbuVNSZzB3SlL79Yg5aSRpb3ilK3UHEXFJRGyIiCUFbd+MiKURsTgiro2IwQV9F0bE8ohYFhEnFSVoSZIkdTiLNJJ6tIpRo9rVLhXJpcDJDdpuBaamlI4CHgEuBIiII4BzgCPzx/woIpzvTJIkqQewSCOpR/NKV+oOUkp3AZsbtN2SUqqbpP5esiuRAMwErkopbU8prQCWA9O7LFhJkiR1mnZd3UmSuhuvdKUe4n3A1fnPY8iKNnXW5G0ten7z4zzyq0/Waxty+AmMOOZt7N7xPMuvvqDRY4YddTLDjjqFnTVbeOx3FzXqH/6KmQw94vW8sHUDK69vfJ3qA191NoMnv4bnN61m9U3fatR/0GvfwwETp1Gz/lHW3PrDRv2jj/8gA8ZOZduaJay986eN+see+DEqR05m64pFPPl/lzfqH3fKZ9lv2Di2PPoXNvzt6kb9E95aRb8DDmTzQ3/iqb83nkz8JWd8iT6Vg9m0+CY2Lb65Uf+ks79BWd/92HjfdTz98B2N+g999/cAWH/vVTyz/K/1+sr69GfSOf8DwLp7LuPZlffV6+9TMYiXnPllAJ64Yz7PPfFgvf6+A0cwceYXAHj81h9Qu355vf7+Qw9m/JuzYvSqP8xj++bH6/VXjJzEwSd+HIAVC77Kjmc31uvff8yRjDlhNgCP/faL7Kx9pl7/wAnHMOq4cwFYftXn2L1ze73+QZOOZeSrzwFo9L4D33s96b0nSepYFmkk9XhjZ860KKNuKyKqgJ1AdV1TE6s1eRWAiJgNzAY4dMyQTolPkiRJHcerO5UQr+7UNs6yL6kzFPsKJRExAbgxpTS1oO084MPAG1JKNXnbhQAppa/ly38ELk4p/bXRkxYwd0rqDMXOnZ3N3CmpM3T7qztddtllgyPimH/84x/77c3jzz777PH33XfffgBjxox56bp16xqNIJoxY8bkww477IhJkyYd+a53vWvczp3ZNAC1tbVx6qmnvmTcuHFTjzrqqCnLli3rB7Bs2bJ+P/7xj4fWPf773//+sHPPPXfcXu2gJEkNRMTJwAXAW+sKNLnrgXMion9ETAQmAwuLEaMkSZI6Vrco0lx11VVDX/GKV2y7/PLLh7a+dn07d+7k6quvXnXMMcc839J6CxYs+NeyZcseeuSRRx7ctGlT30suuWQIwPe+973hgwYN2rl69eolH/vYx9Z/5jOfGQvw6KOP9r/66qvbHY8kSQ1FxJXAX4HDImJNRLwf+CEwELg1Iu6PiB8DpJQeBK4BHgJuBj6aUtpVpNAlSZLUgUq+SPPMM8+ULVq0aMAvfvGLlddee+2LJ9TfeOONA6dNm3bYiSeeeMghhxxy5Lve9a5xu3Zl/6NWVla+/FOf+tToo446asrtt98+YPr06YfdddddlS1tZ+jQobsBduzYETt27IiIqNvO4Pe9732bAM4///yn//KXvwzcvXs3VVVVYxYtWjRgypQpR3zpS186EODJJ5/sO2PGjMnjx4+f+uEPf3hssxuTJKlASumdKaVRKaW+KaWxKaWfp5QmpZQOTim9LL99uGD9uSmlQ1JKh6WUbipm7JIkSeo4JV+kqa6uHnz88cc/c9RRR20fPHjwrnvuuefFYss///nP/b/3ve89vmzZsgdXrlzZ/7LLLhsCUFtbWzZ16tTaxYsXLz3ppJO2tXVbxx133OQRI0Ycvf/+++86//zznwZYv359v4kTJ74A0LdvXwYMGLBr/fr1febOnfvEtGnTti1duvShiy66aAPAQw89VHndddc99vDDDz94/fXXD1m+fHnfjj0akiRJkiSpp2rX1Z2W/uLDhzVsG3zYjM0HvWbWxl0v1JQ9Wv2ZyQ37h0498akDX3nmph3bNvX516+rDinsm3L+j5e1ts1rrrlm6Cc/+ckNAGeeeebmyy+/fOhxxx1XA/DSl770uSOOOOIFgHe84x2b77777gHnn3/+0+Xl5bz3ve99uj37BnDPPfc8WlNTE6effvpLbrjhhgNOP/30rU1NrBwRTc62fNxxx20dNmzYLoBJkyY9/69//av/pEmTdrQ3DkmSJEmS1PuU9EiaJ598svzee+894KMf/ej4MWPGvPSHP/zhQddff/2Q3bt3A1B3SlKduuV+/frt7tNn764uXllZmU477bQt11577WCAgw466IUVK1b0A9ixYwfbtm0rP/DAA5s8979fv34vFm/Ky8vTjh07mrpMqiRJkiRJUiPtqmS0NPKlvF/l7pb6+w4YtrMtI2cKXX755UPOOOOMTVdcccWqurZXvvKVh91yyy0DIDvdaenSpf0mT578wm9+85uhH/jABza25/nrPPPMM2VbtmwpHz9+/I4dO3Zw8803D3rta1/7LMCpp5665ZJLLhn2xje+8blf/OIXQ4499thny8rKGDRo0K5t27aV7832JEmSJEmSGirpkTS//vWvh51xxhn1TluaOXPm03VXeXrZy1627bOf/ezYQw899Mhx48Ztf8973rNlb7azdevWslNPPXXSoYceesThhx9+5PDhw3f8x3/8x0aAT37yk089/fTTfcaNGzf1Bz/4wUHz5s1bAzB9+vTaPn36pMMOO+zFiYMlSZIkSZL21t6dE9RFFi5c2GjkzRe+8IUNkF3dqaKiYvfvf//7xxquU1NT84/mnueJJ574Z8P1Dz744J1Llix5uKkYKisr00033dRoG/37909//etfH2nQvKnuhzvuuGN5U88nSZIkSZLUlJIeSSNJkiRJktRbdNsizWmnnfaso1UkSZIkSVJP0W2LNJIkSZIkST1Ja0Wa3bt37/Yy0l0gP867ix2HJEmSJEkqjtaKNEs2btw4yEJN59q9e3ds3LhxELCk2LFIkiRJkqTiaPHqTjt37vzAk08++bMnn3xyKp4a1Zl2A0t27tz5gWIHIkmSJEmSiqPFIs0xxxyzAXhrF8UiSZIkSZLUazk6RpIkSZIkqQRYpJEkSZIkSSoBFmkkSZIkSXtvRTVcNwGuKMvuV1QXOyKp22pxThpJkiRJkpq1ohoWzoZdNdlyzapsGWDirOLFJXVTjqSRJEmSJO2dB6r2FGjq7KrJ2iW1m0UaSZIkSdLeqVndvnZJLbJII0mSJEnaO5Xj2tcuqUUWaSRJkiRJe+fouVBeWb+tvDJrl9RuFmkkSZIkSXtn4iyYPh8qxwOR3U+f76TB0l7y6k7qUBFxCXAasCGlNDVv+ybwFuAF4F/A+SmlLXnfhcD7gV3AJ1JKfyxG3JIkSZL20sRZFmWkDuJIGnW0S4GTG7TdCkxNKR0FPAJcCBARRwDnAEfmj/lRRJR3XaiSJEmSJJUOizTqUCmlu4DNDdpuSSntzBfvBcbmP88ErkopbU8prQCWA9O7LFhJkiRJkkqIpzupq70PuDr/eQxZ0abOmrytRc9vfpxHfvXJem1DDj+BEce8jd07nmf51Rc0esywo05m2FGnsLNmC4/97qJG/cNfMZOhR7yeF7ZuYOX1jSc5O/BVZzN48mt4ftNqVt/0rUb9B732PRwwcRo16x9lza0/bNQ/+vgPMmDsVLatWcLaO3/aqH/siR+jcuRktq5YxJP/d3mj/nGnfJb9ho1jy6N/YcPfrm7UP+GtVfQ74EA2P/Qnnvr7gkb9LznjS/SpHMymxTexafHNjfonnf0Nyvrux8b7ruPph+9o1H/ou78HwPp7r+KZ5X+t11fWpz+TzvkfANbdcxnPrryvXn+fikG85MwvA/DEHfN57okH6/X3HTiCiTO/AMDjt/6A2vXL6/X3H3ow4988B4BVf5jH9s2P1+uvGDmJg0/8OAArFnyVHc9urNe//5gjGXPCbAAe++0X2Vn7TL3+gROOYdRx5wKw/KrPsXvn9nr9gyYdy8hXnwPQ6H0Hvvd60ntPkiRJKjZH0qjLREQVsBOormtqYrXUzGNnR8SiiFi044UdnRWiJEmSJElFEyk1+ZlY2msRMQG4sW7i4LztPODDwBtSSjV524UAKaWv5ct/BC5OKf210ZMWmDZtWlq0aFEnRS+pt4qI+1JK04odR2cxd0rqDOZOSWq/lnKnI2nU6SLiZOAC4K11BZrc9cA5EdE/IiYCk4GFxYhRkiRJkqRic04adaiIuBI4HhgeEWuAi8iu5tQfuDUiAO5NKX04pfRgRFwDPER2GtRHU0q7ihO5JEmSJEnFZZFGHSql9M4mmn/ewvpzgcazpUqSJEmS1Mt4upMkSZIkSVIJsEgjSZIkSZJUAizSSJIkSZIklQCLNJIkSZIkSSXAIo0kSZKkbiciLomIDRGxpKDtrIh4MCJ2R8S0ButfGBHLI2JZRJzU9RFLUuss0kiSJEnqji4FTm7QtgQ4A7irsDEijgDOAY7MH/OjiCjvghglqV0s0kiSJEnqdlJKdwGbG7Q9nFJa1sTqM4GrUkrbU0orgOXA9C4IU5LaxSKNJEmSpJ5uDPB4wfKavE2SSopFGkmSisx5FSSp00UTbanJFSNmR8SiiFi0cePGTg5LkuqzSCNJUvFdivMqSFJnWgMcXLA8Fljb1IoppfkppWkppWkjRozokuAkqY5FGkmSisx5FSSp010PnBMR/SNiIjAZWFjkmCSpEYs0kiR1L22eV8Eh+5J6soi4EvgrcFhErImI90fE6RGxBjgW+H1E/BEgpfQgcA3wEHAz8NGU0q5ixS5JzelT7AAkSVK7tHlehZTSfGA+wLRp05pcR5K6q5TSO5vpuraZ9ecCczsvIknad46kkSSpe2nzvArqfaqrYcIEKCvL7qurO2ZdFYevkST1Po6kkSSpe7keuCIivg2MxnkVlKuuhtmzoaYmW161KlsGmDVr79dVcfgaSVLv5EgaSZKKzHkV1BGqqvZ8oK9TU5O178u6Kg5fI0nqnRxJI0lSkTmvgjrC6tVtb2/PuioOXyOpm1pRDQ9UQc1qqBwHR8+FiQ5/U9s5kkaSJKkHGDeu7e3tWVfF4WskdUMrqmHhbKhZBaTsfuHsrF1qI4s0kiRJPcDcuVBZWb+tsjJr35d1VRy+RlI39EAV7GpwnuKumqxdaiOLNJIkST3ArFkwfz6MHw8R2f38+U1PMtuedVUcvkZSN1TTzPmIzbVLTXBOGkklac2CBSydN4/adeuoGDWKKXPmMHbmzGKHJUklbdastn+Ib8+6Kg5fI6mbqRyXn+rURLvURo6kkVRy1ixYwOKqKmrXroWUqF27lsVVVaxZsKDYoUmSJElNO3oulDc4T7G8MmuX2sgijaSSs3TePHbV1tZr21Vby9J584oUkSRJktSKibNg+nyoHA9Edj99vld3Urt4upOkklO7bl272iVJkqSSMHGWRRntE0fSSCo5FaNGtatdkiRJknoCizSSSs6UOXMor6io11ZeUcGUOXOKFJEkSZIkdT6LNJJKztiZMzlq7lwqRo+GCCpGj+aouXO9ulM3smbBAm6bMYMbJk3ithkznPRZkiRJagPnpFEjEXEs8G5gBjAKqAWWAL8HfpVSeqaI4amXGDtzpkWZbqru6lx1kz/XXZ0L6NGvqblTktrP3KmSsKIaHqiCmtXZ5bKPnuu8Mt1VD3gtHUmjeiLiJuADwB+Bk8n+WB4BfAHYD1gQEW8tXoSSSl1vvDqXuVOS2s/cqZKwohoWzoaaVUDK7hfOztrVvfSQ19KRNGroPSmlpxq0bQP+nt++FRHDuz4sSd1FL706l7lTktrP3Knie6AKdtXUb9tVk7V3sxEYvV4PeS0dSaN6mvhDuVfrSOq9euPVucydktR+5k6VhJrV7WtX6eohr6VFGrVZRPyz2DFIKn298epcEXFwRFwVEXdHxH9GRN+CvuuKGJoklayImBIRN0XE7yPikIi4NCK2RMTCiDi82PGpl6gc1752la4e8lpapFE9EXFGM7czgYOKHZ+k0tfU1bnGnnEGS+fN68lXe7oEuBP4ONmcCn+OiGF53/hiBSVJJW4+8CPgV8CfgJuBIcBXgB8WMS71JkfPhfLK+m3llVl7b7GiGq6bAFeUZffdbA6XF/WQ19I5adTQ1UA1kJro26+LY5HUTRVenauXXO1pRErpx/nPH4+IdwN35RNeNpVPJUkwMKV0A0BEfCWldFXefkNEfKmIcak3qZurpJtfEWiv1U22WzeXS91ku9D9jkEPeS0t0qihxcC8lNKShh0R8cYixCOpm2vpak89qEjTNyL2Syk9D5BS+lVEPEl2xZL9ixuaJJWs8oKfv92gr19XBqJebuKsbvdBvsP0kMl2X9QDXktPd1JDnwK2NtN3ehfGIamH6CVXe/oZ8KrChpTSbcBZQKOityQJgP+NiAEAKaUf1TVGxCTgtqJFJfUmPWSy3Z7EkTSqJ6V0dwt9i7oyFkk9Q8WoUdSuXdtke0+RUvpOM+3/AE7s4nAkqVtIKf2kmfblZF8cSupsleOyU5yaaldROJJGktSpeuPVniRJkrqFHjLZbk/iSBpJUqeqm3dm6bx51K5bR8WoUUyZM6cnzUcjSZLUPfWQyXZ7Eos0kqROV3i1J0mSJJWQHjDZbk/i6U5qUkT8d0QMLlgeEhFfLWJIklTyzJ2S1H7mTknawyKNmnNKSmlL3UJK6WngzcULR5K6BXOnJLWfuVOSchZp1JzyiOhftxARFUD/FtaXJJk7paKqroYJE6CsLLuvri52RGojc6ck5ZyTRs35FXB7RPwCSMD7gF8WNyRJKnnmTqlIqqth9myoqcmWV63KlgFmOdVCqTN3SlLOIo2alFL6n4j4J/AGIICvpJT+WOSwJKmkmTul4qmq2lOgqVNTk7VbpClt5k5J2sMijZqVUroJuKnYcUhSd2LulIpj9er2tau0mDslKeOcNKonIu7J75+NiK0Ft2cjYmux45OkUmTuVE/U3eZ3GTeufe0qPnOnJDXmSBrVk1I6Lr8fWOxYJKm7MHeqp+mO87vMnVs/ZoDKyqxdpcncKUmNOZJGjUREWUQs2cvHXhIRGwofHxFnRcSDEbE7IqY1WP/CiFgeEcsi4qR9jV2SimVfcqdUalqa36VUzZoF8+fD+PEQkd3Pn1+6RSVlzJ3qdlZUw3UT4Iqy7H5FiQ8zVLdjkUaNpJR2Aw9ExN4MEL4UOLlB2xLgDOCuwsaIOAI4Bzgyf8yPIqJ8L7YpSUW3j7lTKinddX6XWbNg5UrYvTu7t0BT+syd6lZWVMPC2VCzCkjZ/cLZFmrUoTzdSc0ZBTwYEQuB5+oaU0pvbelBKaW7ImJCg7aHASKi4eozgatSStuBFRGxHJgO/HWfo5ek4tir3CmVmnHjslOcmmqXOoG5U93DA1Wwq8Eww101WftEq8LqGBZp1JwvdcE2xgD3FiyvydskqbvqitwpdTrnd1EXM3eqe6hpZjhhc+3SXvB0JzXnzSmlPxfegDd38DYaDa0BUpMrRsyOiEURsWjjxo0dHIYkdZiuyJ1Sp3N+F3Uxc6e6h8pmhhM21y7tBYs0as6JTbSd0sHbWAMcXLA8Fljb1IoppfkppWkppWkjRozo4DAkqcN0Re6UuoTzu6gLmTvVPRw9F8or67eVV2btUgfxdCfVExEfAf4deElELC7oGgj8pYM3dz1wRUR8GxgNTAYWdvA2JKnTdXHulKQewdypbqdu3pkHqrJTnCrHZQUa56NRB7JIo4auAG4CvgZ8vqD92ZTS5tYeHBFXAscDwyNiDXARsBn4ATAC+H1E3J9SOiml9GBEXAM8BOwEPppS2tWhe9NDrFmwgKXz5lG7bh0Vo0YxZc4cxs6cWeywSkZPPD49cZ96uH3NnZcApwEbUkpT87ahwNXABGAl8I6U0tN534XA+4FdwCdSSn/ssD2RpK6zT7lTKoqJsyzKqFN5upPqSSk9k1JamVJ6J9mpSK9PKa0CyiJiYhse/86U0qiUUt+U0tiU0s9TStfmP/dPKY1MKZ1UsP7clNIhKaXDUko3deKudVtrFixgcVUVtWvXQkrUrl3L4qoq1ixYUOzQSkJPPD49cZ96un3NncClwMkN2j4P3J5Smgzcni8TEUcA5wBH5o/5UUSUd8yeSD1HdTVMmABlZdl9tVfILTkdkDslqcexSKMmRcRFwAXAhXlTP+BXxYuo91o6bx67amvrte2qrWXpvHlFiqi09MTj0xP3qbfY29yZUrqLbNRhoZnAL/Offwm8raD9qpTS9pTSCmA5MH3fIpd6lurq7OpUq1ZBStn97NkWakqV/3dK0h4WadSc04G3As8BpJTWkp0frC5Wu25du9p7m554fHriPvUiHZk7R6aU1uXPsw44MG8fAzxesN6avE1Srqqq/uXDIVuuqipOPGrVXuXOiLgkIjZExJKCtqERcWtEPJrfDynouzAilkfEsog4qelnlaTiskij5ryQUkrkl8SOiP2LHE+vVTFqVLvae5ueeHx64j71Il2RO6OJttTkihGzI2JRRCzauHFjJ4QilabVq9vXrqLb29x5KZ4qKqmHsUij5lwTET8BBkfEB4HbgJ8WOaZeacqcOZRXVNRrK6+oYMqcOUWKqLT0xOPTE/epF+nI3Lk+IkYB5Pcb8vY1ZHM31BkLrG3qCVJK81NK01JK00aMGLGXYUjdz7hx7WtX0e1V7vRUUUk9kVd3UpNSSvMi4kRgK3AY8MWU0q1FDqtXqruij1f6aVpPPD49cZ96iw7OndcD5wFfz+8XFLRfERHfBkYDk4GF+xS41MPMnZvNQVN4ylNlZdau0tPBubPeqaIRUXiq6L0F63mqqKSSZJFGzcr/OFqYKQFjZ870A3oLeuLx6Yn71FvsTe6MiCuB44HhEbEGuIisOHNNRLwfWA2clT//gxFxDfAQsBP4aEppV8ftgdT9zcqvjltVlZ3iNG5cVqCZ5VVzS1YX/N/ZrlNFgdkA4xx+JamLWaRRPRHxLE3/wQogpZQO6OKQJKnk7WvuzC8/25Q3NLP+XMAxAVILZs2yKFPqOun/zvURMSofRbPXp4oC8wGmTZvWZCFHkjqLc9KoodvJvp39KjA1pXRAfhtogUaSmmXulKT264zcWXeqKDQ+VfSciOgfERPxVFFJJcoijepJKb0NOAnYCPw0Iv4cEf8eEUOLG5kklS5zp9Q5qqthwgQoK8vuq6uLHZE60r7mzvxU0b8Ch0XEmvz00K8DJ0bEo8CJ+TIppQeBulNFb8ZTRSWVKE93UiMppWeAX0TEL4GzgR8A+wHfLmpgUi+1ZsECJxHuBsydUseqrq4/+e+qVdkyeBpTT7IvudNTRSX1RBZp1EhEvAZ4JzADuAc4PaV0d3GjknqnNQsWsLiqil21tQDUrl3L4qoqAAs1JcbcKXWsqqr6V2eCbLmqyiJNT2LulKT6LNKonohYCWwBriKb1X5n3v4KgJTS34sVm9QbLZ0378UCTZ1dtbUsnTfPIk0JMXdKHW/16va1q/sxd0pSYxZp1NBKsln2TwLeRP3LFSbg9UWISeq1ateta1e7imYl5k6pQ40bl53i1FS7eoyVmDslqR6LNKonpXR8sWOQtEfFqFHUrm18hdCKUaOKEI2aY+6UOt7cufXnpAGorMza1TOYOyWpMa/upHoi4rhW+g+IiKldFY/U202ZM4fyiop6beUVFUyZM6dIEakp5k6p482aBfPnw/jxEJHdz5/vfDQ9iblTkhpzJI0aOjMi/ofs0oT3kV0ScT9gEnACMB74bPHCk3qXunlnvLpTyTN3Sp1g1iyLMj2cuVOSGrBIo3pSSp+OiCHA24GzgFFALfAw8JOU0j3FjE/qjcbOnGlRpsSZOyWp/cydktSYRRo1klJ6GvhpfpMktYG5U5Laz9wpSfU5J40kSZIkSYIV1XDdBLiiLLtfUV3siHodR9JIkiRJktTbraiGhbNhV35ZvZpV2TLARCcI6yqOpJEkSZIkqbd7oGpPgabOrpqsXV3GIo2aFBGLIuKj+WRukqQ2MHdKUvuZO6USUbO6fe3qFBZp1JxzgNHA/xcRV0XESRERxQ5KkkqcuVOS2s/cKZWCynHta1ensEijJqWUlqeUqoBDgSuAS4DVEfGliBha3OgkqTSZO0tLdTVMmABlZdl9tXMfSiXJ3CmViKPnQnll/bbyyqxdXcYijZoVEUcB3wK+CfwWeDuwFfhTMeOSpFJm7iwN1dUwezasWgUpZfezZ1uokUqVuVMqARNnwfT5UDkeiOx++nwnDe5iXt1JTYqI+4AtwM+Bz6eUtuddf4uI1xYtMEkqYebO0lFVBTUN5j6sqcnaZ/m/plRSzJ1SCZk4y6JMkVmkUXPOSik91lRHSumMrg5GkroJc2eJWN3MHIfNtUsqKnOnJOUs0qhJKaXHIuJU4Ehgv4L2LxcvKkkqbebO0jFuXHaKU1PtkkqLuVOS9nBOGjUpIn4MnA18HAjgLGB8UYOSpBJn7iwdc+dCZYO5Dysrs3ZJpcXcKUl7WKRRc16TUjoXeDql9CXgWODgIsckSaXO3FkiZs2C+fNh/HiIyO7nz3c+GqlEmTslKefpTmpObX5fExGjgU3AxCLGI0ndgbmzhMyaZVFG6ibMnZKUs0ij5twYEYPJLoP4dyABPy1qRJJU+sydktR+5k5Jynm6k5qUUvpKSmlLSum3ZOcET0kpfbHYcUlSKTN3SuquqqthwgQoK8vuq6u7btvmTknaw5E0aiQihgHvAqbkTQ8DVxQvIkkqfeZOSd1VdTXMng01NdnyqlXZMnT+KYPmTkmqz5E0qiciDgeWAMcAjwCPAq8ElkTElJYeK0m9lblTUndWVbWnQFOnpiZr70zmzhK1ohqumwBXlGX3K7pwWJUkR9Koka8An0wpXVPYGBFnAnOBM4sSlSSVNnOnpG5r9er2tXcgc2epWVENC2fDrrxqV7MqWwaY6EzsUldwJI0aemnDP5QA+TnCU4sQjyR1B+ZOSd3WuHHta+9A5s5S80DVngJNnV01WbukLmGRRg09t5d9ktSbmTsldVtz50JlZf22ysqsvZOZO0tNTTPDp5prl9ThPN1JDR0YEZ9poj2AEV0djCR1E+ZOSd1W3eTAVVXZKU7jxmUFms6eNBhzZ+mpHJed4tRUu6QuYZFGDf0UGNhM38+6MhBJ6kbMnZK6tVmzuqQo05C5s9QcPbf+nDQA5ZVZu6QuYZFG9aSUvlTsGCSpuzF3SlL7mTtLUN3kwA9UZac4VY7LCjROGix1GYs0kiRJkqTMxFkWZaQicuJgSZIkqQRUV8OECVBWlt1XVxc7IklSV3MkjSRJklRk1dUwezbU5FOBrFqVLUNR5oqRJBWJRRo1KSIGA+cCEyh4n6SUPlGkkCSp5Jk7Je2tqqo9BZo6NTVZe08v0pg7JWkPizRqzh+Ae4F/AruLHIskdRfmTkl7ZfXq9rX3MOZOScpZpFFz9kspfabYQUhSN9PhuTMiPgl8EAjgpyml70bEUOBqsm+dVwLvSCk93ZHbldS1xo3LTnFqqr0X8P9OSco5cbCac3lEfDAiRkXE0LpbsYOSpBLXobkzIqaSFWimA0cDp0XEZODzwO0ppcnA7fmypG5s7lyorKzfVlmZtfcC/t8pSTlH0qg5LwDfBKqAlLcl4CVFi0iSSl9H587DgXtTSjUAEfFn4HRgJnB8vs4vgTuBC1oMbMMLrPlh/a/pB7xsIIOPG8ruF3azdv7jjR5zwPRBHDB9MLu27WTdpU806h/02iEMfPkB7Hh6B+ur1zbqH3z8UAZMHcgLG7az4ZonG/UPPXE4lYftz/Ynnmfjtesb9Q87dQQVEyupXVHDpt9vbNQ/4vSR9B+zHzXLnmPzrU816j/wHQfR78D+bFvyLFvu3Nyof+Ss0fQd0pdn/7GVZ/6v8UCkUe8dQ/mAPmxduIWtC59p1D969sGU9Stjyz2b2Xb/s436x35sPABP37GJ5x7cVq8v+gZjPpQNkdh0y0ZqH6k/GUnZ/uWMPn8sAE/duIHnV9bW6+8zuA8HvXsMABuvfZLtT2yv1993RD9Gnj0KgPVXr2PHxhfq9fcf058Rpx8EwJO/eoKdW3bW699vQgXDTzsQgLW/WMPu53bV6684tJJhbxoBwBM/WU3aker173/kAIacMAyg0fsOfO819d57HXDXZ2DFCvjQ78Yw8MA+/OTTWzjy6WdY88P6jy+l914H8f9OSco5kkbN+QwwKaU0IaU0Mb+1+ocyIi6JiA0RsaSgbWhE3BoRj+b3Qwr6LoyI5RGxLCJO6qR9kaSusle5swVLgH+LiGERUQm8GTgYGJlSWgeQ3x/Y1IMjYnZELIqIRTt27NiHMCR1hZEj4dWvhg0bYOVKOPbYYkfUZTo6d0pStxUppdbXUq8TEdcD59R9e9uOx/0bsA24LKU0NW/7H2BzSunrEfF5YEhK6YKIOAK4kmwY/2jgNuDQlNKuZp4egGnTpqVFixa1f6ekIlqzYAFL582jdt06KkaNYsqcOYydObPYYalARNyXUpq2j8+xV7mzled8P/BRstz6EFALnJ9SGlywztMppSFNP0PG3CmpM5Rq7uwo5k5JnaGl3OnpTmrOLuD+iLgDeHEMdWuXQkwp3RURExo0NzcsfyZwVUppO7AiIpaTFWz+2gHxSyVjzYIFLK6qYldtNmS8du1aFldVAVio6Xn2Kne2JKX0c+DnABHx38AaYH1EjEoprYuIUcCGfQtbkoqqw3OnJHVXFmnUnOvyW0eoNyw/IuqG5Y8hu9xinTV5m9SjLJ0378UCTZ1dtbUsnTfPIk3Pcx0dlzsBiIgDU0obImIccAZwLDAROA/4en6/oCO3KUld7Do6OHdKUndlkUZNSin9MiL6AYfmTctSSh09oUE0tekmV4yYDcwGGNdLrkWpnqN23bp2tav76qTc+duIGAbsAD6aUno6Ir4OXJOfCrUaOGsftyFJRdNF/3dKUrdgkUZNiojjyU5NWklWTDk4Is5LKd21F0/X3LD8NWQTYNYZCzS+RAOQUpoPzIfs3OC9iEEqmopRo6hd2/itXTFqVBGiUWfq4NwJQEppRhNtm4A37O1zSlIp6YzcKUndlVd3UnO+BbwppfS6lNK/AScB39nL57qebDg+1B+Wfz1wTkT0j4iJwGRg4T7ELJWkKXPmUF5RUa+tvKKCKXPmFCkidaKOzJ2S1Ft0eO6MiE9GxJKIeDAiPpW3NXvFUUkqFRZp1Jy+KaVldQsppUeAvq09KCKuJJv497CIWJMPxf86cGJEPAqcmC+TUnoQuIbsaiU3kw3jb/HKTlJ3NHbmTI6aO5eK0aMhgorRozlq7lzno+mZ9ip3SlIv16G5MyKmAh8kuyDF0cBpETEZ+Dxwe0ppMnB7viypu1tRDddNgCvKsvsV1cWOaJ94upOasygifg5cni/PAu5r7UEppXc209XksPyU0lxg7l5FKHUjY2fOtCjTO+xV7pSkXq6jc+fhwL11l/SOiD8Dp9P8FUcldVcrqmHhbNhVky3XrMqWASbOKl5c+8AijZrzEeCjwCfIzg2+C/hRUSOSpNJn7pSk9uvo3LkEmJtPul4LvBlYRPNXHG3WCxteYM0PV9VrG/CygQw+bii7X9jN2vmPN3rMAdMHccD0wezatpN1lz7RqH/Qa4cw8OUHsOPpHayvbjxn3eDjhzJg6kBe2LCdDdc82ah/6InDqTxsf7Y/8Twbr13fqH/YqSOomFhJ7YoaNv1+Y6P+EaePpP+Y/ahZ9hybb32qUf+B7ziIfgf2Z9uSZ9ly5+ZG/SNnjabvkL48+4+tPPN/TzfqH/XeMZQP6MPWhVvYuvCZRv2jZx9MWb8yttyzmW33P9uof+zHxgPw9B2beO7BbfX6om8w5kPZRUQ23bKR2kdq6vWX7V/O6PPHAvDUjRt4fmX9q2v2GdyHg96dXUx247VPsv2J7fX6+47ox8izszkD11+9jh0bX6jX339Mf0acfhAAT/7qCXZu2Vmvf78JFQw/LXtbrf3FGnY/V/8kgYpDKxn2phEAPPGT1aQd9afa3P/IAQw5YRhAo/cd+N5r8r33VB/YnaWLUYd8ivK+W9i6/k1s/WUfGF7/GJbSe68lFmnUpJTS9oj4IXAr2RWXnGVfklph7pSk9uvo3JlSejgivpE/3zbgAWBny4/ao/CqolMOmrK3YUjqCrufb197NxApeaEcNdbULPtAScyyP23atLRo0aJihyGph4mI+1JK0/bxOY7H3CmpF+kOuTMi/pvsqqKfBI4vuOLonSmlw1p6rLlTKnHXTchOcWqocjy8bWVXR9NmLeVOJw5Wc7xCiaRuac2CBdw2YwY3TJrEbTNmsGbBgtYf1HHMnZLUfp1xdacD8/txwBnAlTR/xVGp5+hhk+i26ui5UF5Zv628MmvvbJ10rD3dSc1pNMt+RHiFEkklbc2CBSyuqmJXbXYecO3atSyuqgLoqombzZ2S1H6dkTt/m89Js4PsCqJPR8TXgWvyq4+uBs7ax21IpaUHTqLbqrr9eqAKalZD5bisQNPZ+9uJx9oijZrjFUokdTtL5817sUBTZ1dtLUvnzeuqIo25U5Lar8NzZ0ppRhNtm2jmiqNSj/BA1Z6iQZ1dNVl7Ty3SQLZvXb1/nXisLdKoOV6hRFK3U7tuXbvaO4G5U5Laz9wpdYSa1e1r197rxGNtkUZNSiltB76d3ySpW6gYNYratY0vKVkxalSXbN/cKUntZ+6UOkjluGYm0R3X9bH0dJ14rC3SqJ6I+CfZpQ+blFI6qgvDkaR2mTJnTr05aQDKKyqYMmdOp27X3ClJ7WfulDrY0XPrz5MCXTeJbm/TicfaIo0aOq3YAUjS3qqbd2bpvHnUrltHxahRTJkzpyvmozF3SlL7mTuljlSsSXR7o0481hZpVE9KqdGYrYgYDmxKKTX7TYcklYqxM2d21STBLzJ3SlL7mTulTlCMSXR7q0461mUd/ozq1iLi1RFxZ0T8LiJeHhFLgCXA+og4udjxSVIpMndKUvuZOyWpMUfSqKEfAv8JDAL+BJySUro3IqYAVwI3FzM4SSpR5k5Jaj9zpyQ14EgaNdQnpXRLSunXwJMppXsBUkpLixyXJJUyc6cktZ+5U5IasEijhnYX/FzboM9zgyWpaeZOSWo/c6ckNeDpTmro6IjYCgRQkf9Mvrxf8cKSpJJm7pSk9jN3SlIDFmlUT0qpvNgxSFJ3Y+6UpPYzd0pSY57uJEmSpKKoroYJE6CsLLuvri52RJIkFZcjaSRJktTlqqth9myoqcmWV63KlgFmzSpeXJIkFZMjaSRJktTlqqr2FGjq1NRk7ZIk9VYWaSRJktTlVq9uX7skSb2BRRpJkiR1uXHj2tcuSVJvYJFGkiRJXW7uXKisrN9WWZm1S5LUW1mkkSRJUpebNQvmz4fx4yEiu58/30mDJUm9m1d3kiRJUlHMmmVRRpKkQo6kkSRJkiRJKgEWaSRJkiRJkkqARRpJkiRJkqQSYJFGkiRJkiSpBFikkSRJkiRJKgEWaSRJkiRJKjUrquG6CXBFWXa/orrYEakLWKSRJElSp6quhgkToKwsu6/2c4YktWxFNSycDTWrgJTdL5xtoaYXsEijHm3NggXcNmMGN0yaxG0zZrBmwYJihyRJUq9SXQ2zZ8OqVZBSdj97toUaSWrRA1Wwq6Z+266arF09mkUa9VhrFixgcVUVtWvXQkrUrl3L4qoqCzWSJHWhqiqoafA5o6Yma5ckNaNmdfva1WNYpFGPtXTePHbV1tZr21Vby9J584oUkSRJvc/qZj5PNNcuSQIqx7WvXT2GRRr1WLXr1rWrXZJKUUR8OiIejIglEXFlROwXEUMj4taIeDS/H1LsOKXmjGvm80Rz7ZIk4Oi5UF5Zv628Eka/2cmEeziLNOqxKkaNale7JJWaiBgDfAKYllKaCpQD5wCfB25PKU0Gbs+XpZI0dy5UNvicUVmZtUuSmjFxFkyfD5XjgcjuJ54HK37pZMI9nEUa9VhT5syhvKKiXlt5RQVT5swpUkSStFf6ABUR0QeoBNYCM4Ff5v2/BN5WnNCk1s2aBfPnw/jxEJHdz5+ftUuSWjBxFrxtJbxrd3a/9g9OJtwL9Cl2AFJnGTtzJpDNTVO7bh0Vo0YxZc6cF9slqdSllJ6IiHnAaqAWuCWldEtEjEwprcvXWRcRBxY1UKkVs2ZZlJGkfeZkwr2CRRr1aGNnzrQoI6nbyueamQlMBLYAv46Id7fj8bOB2QDjnABEkqTurXJcfqpTE+3qMTzdSZKk0vVGYEVKaWNKaQfwO+A1wPqIGAWQ329o6sEppfkppWkppWkjRozosqAlSVInaG4y4aOd5KsnsUgjSVLpWg28OiIqIyKANwAPA9cD5+XrnAcsKFJ8kiSpqzQ1mfD0+Vm7egxPd5IkqUSllP4WEb8B/g7sBP4BzAcGANdExPvJCjlnFS9KSZLUZSbOsijTw1mkkSSphKWULgIuatC8nWxUjSRJknoQT3eSJEmSJEkqARZpJEmSJEmSSoBFGkmSJEmSpBJgkUaSJEmSJKkEWKRRl4mIT0bEkoh4MCI+lbcNjYhbI+LR/H5IkcOUJEmSJKkoLNKoS0TEVOCDwHTgaOC0iJgMfB64PaU0Gbg9X5YkSZIkqdexSKOucjhwb0qpJqW0E/gzcDowE/hlvs4vgbcVJzxJkiT1FBHx6Xz09pKIuDIi9nMEt6TuoE+xA1CvsQSYGxHDgFrgzcAiYGRKaR1ASmldRBzY2hO9sOEF1vxwVb22AS8byODjhrL7hd2snf94o8ccMH0QB0wfzK5tO1l36RON+ge9dggDX34AO57ewfrqtY36Bx8/lAFTB/LChu1suObJRv1DTxxO5WH7s/2J59l47fpG/cNOHUHFxEpqV9Sw6fcbG/WPOH0k/cfsR82y59h861ON+g98x0H0O7A/25Y8y5Y7NzfqHzlrNH2H9OXZf2zlmf97ulH/qPeOoXxAH7Yu3MLWhc806h89+2DK+pWx5Z7NbLv/2Ub9Yz82HoCn79jEcw9uq9cXfYMxHxoHwKZbNlL7SE29/rL9yxl9/lgAnrpxA8+vrK3X32dwHw569xgANl77JNuf2F6vv++Ifow8exQA669ex46NL9Tr7z+mPyNOPwiAJ3/1BDu37KzXv9+ECoaflr2t1v5iDbuf21Wvv+LQSoa9aQQAT/xkNWlHqte//5EDGHLCMIBG7zvwvdeT3nuSpJ4hIsYAnwCOSCnVRsQ1wDnAEWQjuL8eEZ8nG8F9QRFDlaRGHEmjLpFSehj4BnArcDPwALCzxQcViIjZEbEoIhbt2LGjk6KUJElSD9EHqIiIPkAlsBZHcEvqBiKl1PpaUgeLiP8G1gCfBI7PR9GMAu5MKR3W0mOnTZuWFi1a1BVhSupFIuK+lNK0YsfRWcydkjpDqebOiPgkMJdsBPctKaVZEbElpTS4YJ2nU0otnvJk7pTUGVrKnY6kUZepO5UpIsYBZwBXAtcD5+WrnAcsKE50kiRJ6gnyuWZmAhOB0cD+EfHudjz+xRHcGzc2PlVYkjqTRRp1pd9GxEPADcBHU0pPA18HToyIR4ET82VJkiRpb70RWJFS2phS2gH8DngNsD4fuU1+v6GpB6eU5qeUpqWUpo0YMaLLgpYkcOJgdaGU0owm2jYBbyhCOJIkSeqZVgOvjohKstOd3kB2wYrnyEZufx1HcEsqURZpJEmSJPUYKaW/RcRvgL+TXajiH8B8YABwTUS8n6yQc1bxopSkplmkkSRJktSjpJQuAi5q0LwdR3BLKnHOSSNJkiRJklQCLNJIkiRJkiSVAIs0kiRJkiRJJcAijSRJkiRJUgmwSCNJkiRJklQCLNJIkiRJkiSVAIs0kiRJkiRJJcAijSR1gDULFnDbjBncMGkSt82YwZoFC4odkiRJkqRupk+xA5Ck7m7NggUsrqpiV20tALVr17K4qgqAsTNnFjM0SZIkSd2II2kkaR8tnTfvxQJNnV21tSydN69IEUmSJEnqjizSSNI+ql23rl3tkiRJktQUizSStI8qRo1qV7skSZIkNcUijSTtoylz5lBeUVGvrbyigilz5hQpIkmSJEndkRMHS9I+qpsceOm8edSuW0fFqFFMmTPHSYMlSZIktYtFGknqAGNnzrQoI0mSJGmfeLqTJEmSJElSCbBII0mSJEmSVAIs0kiSJEmSJJUAizSSJEmSJEklwCKNJEmSJElSCbBII0mSJEmSVAIs0kiSJEmSJJUAizSSJEmSJEklwCKNJEmSJElSCbBII0nttGbBAm6bMYMbJk3ithkzWLNgQbFDUg8VEYdFxP0Ft60R8amIGBoRt0bEo/n9kI7cbnU1TJgAZWXZfXV1Rz67JPVQK6rhuglwRVl2v8LkKan9LNJIUjusWbCAxVVV1K5dCylRu3Yti6uqLNSoU6SUlqWUXpZSehlwDFADXAt8Hrg9pTQZuD1f7hDV1TB7NqxaBSll97NnW6iRpBatqIaFs6FmFZCy+4WzLdRIajeLNJLUDkvnzWNXbW29tl21tSydN69IEakXeQPwr5TSKmAm8Mu8/ZfA2zpqI1VVUFNTv62mJmuXJDXjgSrY1SB57qrJ2iWpHSzSSFI71K5b1652qQOdA1yZ/zwypbQOIL8/sKkHRMTsiFgUEYs2btzYpo2sXt2+dkkSUNNMkmyuXZKaYZFGktqhYtSodrVLHSEi+gFvBX7dnsellOanlKallKaNGDGiTY8ZN6597ZIkoLKZJNlcuyQ1wyKNJLXDlDlzKK+oqNdWXlHBlDlzihSReolTgL+nlNbny+sjYhRAfr+hozY0dy5UVtZvq6zM2iVJzTh6LpQ3SJ7llVm7JLWDRRpJaoexM2dy1Ny5VIweDRFUjB7NUXPnMnbmzGKHpp7tnew51QngeuC8/OfzgA6buXrWLJg/H8aPh4jsfv78rF2S1IyJs2D6fKgcD0R2P31+1i5J7dCn2AFIUnczduZMizLqMhFRCZwIfKig+evANRHxfmA1cFZHbnPWLIsyktRuE2dZlJG0zyzSSJJUwlJKNcCwBm2byK72JEmSpB7E050kSZIkSZJKgEUaSZIkSZKkEmCRRpIkSZIkqQRYpJEkSZIkSSoBFmkkSZIkSZJKgEUaSZIkSZKkEmCRRpIkSZIkqQRESqnYMUjtEhEbgVXteMhw4KlOCqc9SiUOMJamlEocYCzN6exYxqeURnTi8xdVO3Nnb3rd28NYGiuVOMBYmtIVcZg79yiV1x2MpSmlEgcYS3NKJZai5k6LNOrxImJRSmmacexhLKUbBxhLc0oplp6ulI61sTStVGIplTjAWEo5jt6ilI63sZRuHGAszSmVWIodh6c7SZIkSZIklQCLNJIkSZIkSSXAIo16g/nFDiBXKnGAsTSlVOIAY2lOKcXS05XSsTaWppVKLKUSBxhLU0oljt6ilI63sTRWKnGAsTSnVGIpahzOSSNJkiRJklQCHEkjSZIkSZJUAizSqMeIiP0iYmFEPBARD0bEl/L2s/Ll3RHRJbN0txDLNyNiaUQsjohrI2JwkeL4Sh7D/RFxS0SM7sw4WoqloH9ORKSIGF6sWCLi4oh4Ij8u90fEm4sVS9738YhYlrf/TzHiiIirC47Hyoi4vzPjaCWWl0XEvXksiyJiemfH0huUSu4slbzZSizmzhLInaWSN1uKxdzZ85k72xVLr82dpZI3W4ol7zN3llLuTCl589YjbkAAA/Kf+wJ/A14NHA4cBtwJTCtyLG8C+uTt3wC+UaQ4DihY5xPAj4t1TPLlg4E/AquA4UV8fS4G5nTFe6QNsZwA3Ab0z/sOLNbrU7DOt4AvFvGY3AKckre/GbizK1+rnnorldxZKnmzlVjMnSWQO0slb7b2+hSsY+7sgTdzZ7ti6bW5s1TyZiuxmDtLLHc6kkY9Rspsyxf75reUUno4pbSsRGK5JaW0M2+/FxhbpDi2Fqy2P9Dpk1M1F0u+/B3gc10RRxti6VItxPIR4Osppe35ehuKFAcAERHAO4ArOzOOVmJJwAF5+yBgbWfH0huUSu4slbzZSizmzhLInaWSN1uJBTB39mTmznbF0mtzZ6nkzVZiMXeWWO60SKMeJSLK82FxG4BbU0p/K+FY3gfcVKw4ImJuRDwOzAK+2NlxNBdLRLwVeCKl9EBXxNBSLHnXx/IhuZdExJAixnIoMCMi/hYRf46IVxYpjjozgPUppUc7O44WYvkU8M38fTsPuLArYukNSiV3lkrebCkWc2dp5M5SyZstxFLH3NmDmTvbHktvzp2lkjdbiMXcWWK50yKNepSU0q6U0svIvi2YHhFTSzGWiKgCdgLVxYojpVSVUjo4j+FjnR1HM7EcBVTRRX+sW4llKvD/gEOAlwHryIZZFiuWPsAQsuGW/wFck3+r0NVx1HknXfBtRiuxfAT4dP6+/TTw866Kp6crldxZKnmzpVjMnaWRO0slb7YQSx1zZw9m7mx7LL05d5ZK3mwhFnNnieVOizTqkVJKW8jOBT65uJE0jiUizgNOA2allLpsuGMLx+QK4MyuiqNBLDOBicADEbGSLDH+PSIOKkIsJ6eU1udJejfwU6BLJ1ds8BqtAX6XD8FcCOwGOn1i0CbiICL6AGcAV3fF9luI5Tzgd3nXr+ni16c3KJXcWSp5s6lYCpg7SyB3lkrebCIWc2cvYu5sPZYCvTZ3lkrebBgL5s7mYila7rRIox4jIkZEPnN9RFQAbwSWllIsEXEycAHw1pRSTRHjmFyw2lvpguPUTCz/SCkdmFKakFKaQPZH4hUppSeLEMvSiBhVsNrpwJLOjKOlWIDrgNfn7YcC/YCnihAHdT+nlNZ01vbbGMta4HX5aq8HumQIbE9XKrmzVPJmK7GYO0sgd5ZK3mwlFjB39mjmznbF0mtzZ6nkzZZiwdxZcrmzT1dtSOoCo4BfRkQ5WQHympTSjRFxOvADYATw+4i4P6V0UpFiWQ70B27NRxHem1L6cBHi+G1EHEZWKV8FdGYMLcbSBdttcywRcXlEvIxsorCVwIeKGEs/4JKIWAK8AJzXyd+CtfT6nEMXDjltLpaI2AJ8L/+G5XlgdhfG1JOVSu4slbzZUizmztLInaWSN5uNJe8zd/Zs5s62x9Kbc2ep5M2WYjF3lljujC4e+SZJkiRJkqQmeLqTJEmSJElSCbBII0mSJEmSVAIs0kiSJEmSJJUAizSSJEmSJEklwCKNJEmSJElSCbBII0mSJEmSVAIs0kiSJEmSJJUAizSS6omIgyLiqoj4V0Q8FBF/iIhDixjP4Ij49454XET8pYNiqoiIP0dEeRvWTRFxecFyn4jYGBE3NrPutwqW50TExfnP/SLirojo0xH7IKnjmDfb9NzmTUn1mDvb9Nzmzl7IIo2kF0VEANcCd6aUDkkpHQH8JzCyiGENBpr8gxmZ5vJYo8ellF7TQTG9D/hdSmlXG9Z9DpgaERX58onAE82sux04IyKGN+xIKb0A3A6cvRfxSuok5s02M29KepG5s83Mnb2QRRpJhU4AdqSUflzXkFK6P6V0d0R8JiKW5LdP1fVHxISIeDgifhoRD0bELXV/HCLi3IhYHBEP1FX2I+LdEbEwIu6PiJ/UfTPQwvN8HTgkX/+bBev9CPg7cHBEXBcR9+WPm52HVu9x+Ta2FcTdaH9a2pcGZgELCp7rzog4LP95WEQsabD+TcCp+c/vBK5s5vjvBOYDn26m/7p825JKh3nTvCmp/cyd5k41J6XkzZs3b6SUAD4BfKeJ9mOAfwL7AwOAB4GX530TyBL9y/Lla4B3A0cCy4DheftQ4HDgBqBv3vYj4NxWnmcCsKQglgnAbuDVBW1D8/sKYAkwrOHj8v5tLe1PczE0eI5+wJMN2tYAZfnPJwBXFm4TOAr4DbAfcD9wPHBjE8d5G3AAsBIYBMwBLi7oLwc2Fvt94s2btz0386Z505s3b+2/mTvNnd6avzmSRlJbHAdcm1J6LqW0DfgdMKOgf0VK6f785/vI/vC8HvhNSukpgJTSZuANZH+s/r+IuD9ffkkrz9OUVSmlewuWPxERDwD3AgcDk/dhf1qLYTiwpW4hIsYDT6SUdudNRwGLCx+QUlqcP887gT+0FFhKaStwGdk/Lw37dgEvRMTAFvdOUikwb+5h3pTUVubOPcydvZSTAUkq9CDw9ibao5XHbS/4eRfZtwsBpCae55cppQvb8TxNee7FJ4w4HngjcGxKqSYi7iT79qAlLe1PazHUNnj+l1H/D+QxwNVNPO/1wDyybzSGtRLfd8mG1f6iib7+wPOtPF5S1zFvmjcltZ+509ypZjiSRlKhPwH9I+KDdQ0R8UrgH8DbIqIyIvYHTgfubuW5bgfeERHD8ucZmre9PSIOrGvLvxVoybNAS1X8QcDT+R/LKcCr2/C4u/ZifwBIKT0NlEdE3R/No8n/gEbEZGAm2bDWhi4BvpxSaqqv4TY2kw17fX9he34sN6aUdrQlVkldwrzZCvOmpCaYO1th7uy9LNJIelFKKZH98TgxssshPghcDKwFLgUWAn8DfpZS+kcrz/UgMBf4cz4s9NsppYeALwC3RMRi4FZgVCvPswn4v3yytW82scrNQJ/8+b5CNvy0xcellP7e3v1p4Bay4auQfatRlu/jF4GHgfOa2I81KaXvtWMb3yIb5lroBFoZuiqpa5k328y8KelF5s42M3f2QpH9fkiS2ioiXg58JqX0nohYTjah3bNdsN3fARemlJZ19rYkqSOZNyWp/cydvZMjaSSpnfJvQO6IiEHA7i76Y9kPuM4/lpK6I/OmJLWfubN3ciSNJEmSJElSCXAkjSRJkiRJUgmwSCNJkiRJklQCLNJIkiRJkiSVAIs0kiRJkiRJJcAijSRJkiRJUgmwSCNJkiRJklQCLNJIkiRJkiSVAIs0kiRJkiRJJeD/B4dIIq+lPt7QAAAAAElFTkSuQmCC\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,intmesozoojan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,intmesozoofeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,intmesozoomar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Mesozooplankon Concentration ($\\mu$M N)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Depth-integrated Mesozooplankon Concentration by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "ax.invert_yaxis()\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(intmesozoojan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax2[1].plot(intmesozoojan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax2[2].plot(intmesozoojan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax2[1].set_title('Bloom Date vs. January Average Depth-integrated Mesozooplankon Concentration')\n", "\n", "\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(intmesozoofeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax3[1].plot(intmesozoofeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax3[2].plot(intmesozoofeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax3[1].set_title('Bloom Date vs. February Average Depth-integrated Mesozooplankon Concentration')\n", "\n", "\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(intmesozoomar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax4[1].plot(intmesozoomar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax4[2].plot(intmesozoomar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax4[1].set_title('Bloom Date vs. March Average Depth-integrated Mesozooplankon Concentration')\n", "\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Monthly average depth-integrated microzooplankton concentration (January-March)" ] }, { "cell_type": "code", "execution_count": 45, "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,intmicrozoojan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,intmicrozoofeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,intmicrozoomar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Microzooplankon Concentration ($\\mu$M N)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Depth-integrated Microzooplankon Concentration by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "ax.invert_yaxis()\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(intmicrozoojan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax2[1].plot(intmicrozoojan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax2[2].plot(intmicrozoojan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax2[1].set_title('Bloom Date vs. January Average Depth-integrated Microzooplankon Concentration')\n", "\n", "\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(intmicrozoofeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax3[1].plot(intmicrozoofeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax3[2].plot(intmicrozoofeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax3[1].set_title('Bloom Date vs. February Average Depth-integrated Microzooplankon Concentration')\n", "\n", "\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(intmicrozoomar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "ax4[1].plot(intmicrozoomar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "ax4[2].plot(intmicrozoomar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax4[1].set_title('Bloom Date vs. March Average Depth-integrated Microzooplankon Concentration')\n", "\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mid-Depth Nitrate (30-90m)" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 31, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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vk4BP3b7JkMNyzm3BT15c0lLza4E0K3ni8Nr4kYrrgVwzG4CfZyj4OpqZWaOgtmeBkYECa8HE5YPDXP9YfNHkLTPrEniONDOzv5jZQKBgZNydgefISfjn8rgSYi7wHnCQmd1ufkL1BmZ2VDliLKyy7rdgr+Pzz6nm5+m5A1/0/KqUMYpIDaNCjYiIRKN3A6cjbMNPJHlFYM6HEIFTFf6K/6ZzNf7b1qGBvo34OQ3uwA/HvxMY5JzbUIFxbjGzncD/8MPgL3TOvRC4/Xn4D1Zf49/EHwp8GbTvp/hv49eYWUFMd+FPWfrG/Gk0n1DCRKNBpwO1xs9/UaBjYN8dgdt/xjk3HcDMPrDASiklKPjwfxNwv5ltx3/IfX0/+wUbi58HYin+w/3eZZFLcd8UH5RzK/Dzyzj8qJIizOxoIA34l/OrcRX8TMLftwWnPL2Kn/j01UJXcTn+Q9k8/Kk2b1LyqRz3Ab3x85VMxs+RUhDvHvzKQ9fgT2+5DP9hc3egfyZ+npqnA7e1mFJOIBqYO6M0ozmew0+mPAt/371d8ub73X5/98+3+OffBvxr94LAaxHgCfy8IZstsMpWWTjn1uJfNwUfwB3+NKcVgVgy8PPnTAxsvx5foBsZ6D+K8HM+gR919Sr+dTMD//wMXhr7P/i5Q/6HH2UzOdBWXsPwBYbSeoKSC65vBH5vNLMfitsgMOruVvxreTO++DopqH8+fi6qX82fRtQ6cLuT8KdSbsdP7n5U4esO7L8b/7qajy+sbcPfl83xRfQ9+GXUB+CfI88Al4crnhUTe398YWcNfl6rkwPdpY6xGJV1vwXvvwD/+n8Kf9xnA2cH7g8RkSJs/1/EiIiISE1gfmnoz9y+Vaiijpm9gJ/Q9/8iHUt5mNm3wLPOuRcjHUtFM7MrgWudc8WdplhRt9ENfwpc31KMJopa5peaH+WcOybSsYiISPQpbrZ2ERERqWECw/4vAmZGOpZwzK/mdR5lX40rYgKnBS3Af4s+DL/s7ocRDaoaC4zGOjLScRwo59z/ABVpRESkWCrUiIiICMBy/OkEV0U6kOKY2QPAH4CHnHNLIh1PGXTGny5RH79izQWBuV5EREREiqVTn0REREREREREooQmExYRERERERERiRIq1IiIiIiIiIiIRAnNUSPVTvPmzV1aWlqkwxCRGPP9999vcM4lRzqOyqLcKSKVQblTRKTs9pc7VaiRaictLY2ZM6N2URIRqabMbFmkY6hMyp0iUhmUO0VEym5/uVOnPomIiIiIiIiIRAkVakREREREREREooQKNSIiIiIiIiIiUaLEOWq+//77FgkJCc8DPVBRpzLlA3Nyc3OvPeKII9ZFOhgRERERERERiYwSCzUJCQnPH3TQQV2Tk5M3x8XFuaoKqqbJz8+39evXd1uzZs3zwDmRjkdEREREREREImN/o2R6JCcnb1ORpnLFxcW55OTkrfiRSyIiIiIiIiJSQ+2vUBOnIk3VCNzPOr1MREREREREpAaL+sJAfHz8EV26dOlW8LNgwYLahx9+eBeABQsW1H722WebFmz71VdfJY4fP75RWW+jb9++nT/77LOkktpPPPHEDhs2bIg/kGMREamJVkycyCf9+vFuhw580q8fKyZOjHRIIiJRLTMT0tIgLs7/zsyMdETRycxeMLN1ZjYnqO1RM5tvZrPN7B0zaxzU92czW2xmC8zsjIgELSJSClFfqKlTp07+/Pnz5xX8dO7cec+PP/44H2DRokV1xo8fv7dQM3PmzKTJkyeXuVBTGv/9738XN2/ePK8yrltEJFatmDiR2enpZK9aBc6RvWoVs9PTVawREQkjMxOGD4dly8A5/3v4cBVrwhgDnFmobQrQwznXE1gI/BnAzLoBQ4HugX2eMTN9CSsiUanEyYSjVVJS0uFZWVk/pqent/n111/rdunSpdv555+/6YUXXkjetWtXXJcuXerfcccdqy+++OKt11xzTerPP/+cmJeXZ+np6asuu+yyLTt27LChQ4e2X7hwYd2OHTvu2rVrl+3vNtu0aXPozJkzf962bVvcgAEDOvbt23fHzJkz67ds2XLPRx99tLh+/fpu7ty5dW644YbUTZs2JdStWzf/+eefX3b44Yfvqor7REQkGs3PyCAvOzukLS87m/kZGaQMHhyhqEREold6OmRlhbZlZfn2YcMiE1O0cs59ZmZphdo+Drr4DXBB4O/BwDjn3G5giZktBvoCX5d0G7s2/cbCV24LaWvS9WSSjziX/JxdLB5/V5F9mvU8k2Y9B5CbtYVf3763SH/z3oNp2u0U9mxbx9JJI4v0tzjqYhp3PJZdG5ez/IPHivQfdNzvaNi+D1lrF7FiytNF+lufdB31U3qwY8UcVk1/rkh/Sv9bSGrZkW1LZrLmy7FF+lMH3EHdZqlsWfQV674dX6Q/7Zx0ajdswaZ5n7Lhh6JfvBx83n0kJDVm4+wP2Dj7wyL9HS5+hLhadVn//QQ2/zytSH+ny54AYO0349i6OPThiUuoQ4ehfwdg9Rcvs33p9yH9CYmNOPj8+wFYOW0UO1fODemv1SCZ9oP/D4DfpjxF9trFIf11mral3cARACx7P4Pdm34L6U9s2YG2/X8PwJKJD5KzfX1If7023Wlz8nAAfn3rHnKzt4b0N0g7glbHXw7A4nF3kp+7O6S/UYdjaHn0UIAizzvQcy+Wnnv7E/WFmt27d8d16dKlG0Dbtm13T5ky5ZeCvpEjR6587LHHWk6bNm0xQMuWLXNmzpxZ7+WXX14OcMstt7Q5+eSTt73xxhtLN2zYEN+nT5+u55xzzrZ//OMfyYmJifkLFy6c9+233yYed9xx3coS0/Lly+u+8sorvx577LHLBg4cePDLL7/c5Kabbtp07bXXths1atSyQw89dPenn35a78Ybb0z95ptvFlbk/SEiUp1kr15dpnYRkZpu+fKytUuJrgYKPu21wRduCqwItBVhZsOB4QCd2jSpzPhERIplzoWfK3jWrFlLe/XqtQGAq69uy5w5ReZxOSA9emTxwgu/lbRJweiZ4tree++9BsGFmieffLJZcKGmR48eXXfv3h0XHx/vALZu3Ro/efLkRXfeeWebW2+9dd0555yzHaBbt25dn3322WUnnHBCyPcXffv27ZyRkfHbCSeckBU8oub000/vtGzZsjkA6enpB+Xk5Fh6evrali1bHpaWlrZ3BM2ePXvs119/DS2llWDWrFnNe/XqlVba7WuqPn36uJkzZ0Y6DBEphU/69fOnPRWS2Lo1p33+eQQiCs/MvnfO9Yl0HJVFuVOkekhL86c7FdauHSxdWtXR7F+kc2dgRM17zrkehdrTgT7Aec45Z2b/Ar52zr0S6B8NvO+ce6uk61fuFJHKsL/cGfUjag6Ec44333xzca9evXYX7jPb79lOYdWuXXtvdSs+Pt5lZ2fH5eXl0aBBg9z58+fPK/cVi4jEmC4jRjA7PT3k9Kf4xES6jBgRwahERKLXyJF+Tprg05+Skny7lI6ZXQEMAk51+76VXgG0DdosBSj6TYKISBQofaFmPyNfIqFRo0Z5O3bs2DsJWMOGDfN27Nixd4Lkk08+edtjjz3WcsyYMcvj4uL48ssvE4877rjs448/fscrr7zS9Oyzz97+3Xff1V24cOEBjxRq2rRpfkpKyp4XXnihydVXX705Pz+fb7/9NvGYY47J3v/eIiKxqWAemvkZGWSvXk1iq1Z0GTFiv/PTrJg4scz7iIjEgoJ5aNLT/elOqam+SKP5aUrHzM4E7gJOdM4Fj5afBLxqZv8AWgMdgRkRCFFEZL+q9Yiavn37ZickJLjOnTt3u/TSSzfccMMNGzMyMlp16dKl2x133LH64YcfXjV8+PDULl26dHPOWUpKyu5p06YtHjFixLqhQ4e279SpU7fu3btnHXrooTsrIp7XXnvt1+uuu67dI4880io3N9eGDBmySYUaEanpUgYPLlORpWClqIJROAUrRRVcl4hIrBs2TIWZ0jCz14CTgOZmtgK4F7/KUx1gSmAE/TfOuRucc3PN7HVgHpAL3Oyc04quIhKVSj9HjVQ6zVFTOjpXWCS2RWpem0jPs1DZlDtFpDIod4qIlN3+cmdcuA4REZFIqIkrRZnZC2a2zszmBLU9ambzzWy2mb1jZo2D+v5sZovNbIGZnRGRoEVERESkUqhQIyIiUSWxVasytceIMcCZhdqmAD2ccz2Bhfjh/JhZN2Ao0D2wzzNmFo+IiIiIxAQVakREJKp0GTGC+MTEkLZYXynKOfcZsKlQ28fOudzAxW/wK5QADAbGOed2O+eWAIuBvlUWrIiIiIhUqmo9mbCIiMSe8q4UFeOuBsYH/m6DL9wUWBFoK9GuTb+x8JXbQtqadD2Z5CPOJT9nF4vH31Vkn2Y9z6RZzwHkZm3h17fvLdLfvPdgmnY7hT3b1rF0UtG1g1scdTGNOx7Lro3LWf7BY0X6DzrudzRs34estYtYMeXpIv2tT7qO+ik92LFiDqumP1ekP6X/LSS17Mi2JTNZ8+XYIv2pA+6gbrNUtiz6inXfji/Sn3ZOOrUbtmDTvE/Z8MPEIv0Hn3cfCUmN2Tj7AzbO/rBIf4eLHyGuVl3Wfz+BzT9PK9Lf6bInAFj7zTi2Lv46pC8uoQ4dhv4dgNVfvMz2pd+H9CckNuLg8+8HYOW0UexcOTekv1aDZNoP/j8AfpvyFNlrF4f012nalnYDfXFz2fsZ7N4UunhnYssOtO3/ewCWTHyQnO3rQ/rrtelOm5OHA/DrW/eQm701pL9B2hG0Ov5yABaPu5P83N0h/Y06HEPLo4cCFHnegZ57sfTcExGRiqdCjYiIRJ2yrhQVy8wsHb9CSWZBUzGbFbsygJkNB4YDdGrTpFLiExEREZGKpVWfoohWfSodzb4vIpUh0iuXmFka8J5zrkdQ2xXADcCpzrmsQNufAZxzDwUufwT8zTn3dZErDaLcKSKVIdK5s7Ipd4pIZaj2qz6Z2RHnnntu+4LLOTk5NGnSpNfJJ5/coSKuPykp6fD9bfPKK6807tSpU7cuXbp069GjR9ePPvqofkHfhRdemNa0adNeHTt27L6/63nvvfcaTJkypd6BxiwiIrHPzM4E7gLOKSjSBEwChppZHTNrD3QEZkQiRhERERGpeFFfqElMTMxfsGBB4o4dOwzgnXfeadiyZcucslxHTk6ZNi/i7LPP3jZ//vx58+fPnzd69OilN9xwQ7uCvquvvnrDpEmTFpXmej799NMGn3/+ef39bykiIjWJmb0GfA10NrMVZnYN8DTQAJhiZj+Z2bMAzrm5wOvAPOBD4GbnXF6EQhcRERGRChb1hRqAU089desbb7zRGOC1115rev755+9dGWPatGlJhx9+eJeuXbt2O/zww7vMmjWrDsCTTz7ZbMCAAQefcsopHfr169dp69atcRdccEFap06dunXq1KnbmDFjGhdcx+9///s2nTt37tarV68uv/32W5F5exo1apQfF+fvqu3bt8eZ7ZseYMCAATuSk5NzC+/z4IMPtjjkkEO6d+rUqdugQYMOXrBgQe2XX345+dlnn23ZpUuXbh9++KEKNiIiAoBz7hLnXCvnXC3nXIpzbrRzroNzrq1z7rDAzw1B2490zh3inOvsnPsgkrGLiIiISMWqFpMJ/+53v9t07733trr44ou3/Pzzz0nXXHPNxq+++qo+QK9evXbNmDFjfq1atZgwYUKDO++8M+Wjjz76BeCHH36oP3v27LktW7bMu/HGG9s0bNgwb+HChfMA1q9fHw+QnZ0dd8wxx+x46qmnVt5www0pTz31VPLf//731YVjePnllxvfe++9bTZt2lTrrbfe2u8ImieffPKgZcuW/S8xMdFt2LAhvnnz5nmXX375+vr16+fdf//9ayv2HhIRERERERGRWFCmQs3yx5d0LtxW/9AGm5qe1nx9/u78uBXPLOtYuL/hEY02ND6h6cbcbbkJq0b/dkhwX+of2i8oze0eddRR2StWrKjz3HPPNT3ttNNC1ofctGlT/MUXX9x+6dKldc3M5eTk7B3u0q9fv20tW7bMA/jss88ajhs37teCvuTk5DyAWrVquaFDh24FOOKII3Z+8sknDYuL4fLLL99y+eWXb/nggw/q33PPPW1OO+20hSXF3Llz5+whQ4a0P+ecc7YMGzZsS2mOUw7chAkTmDx5MuvWrePmm2/m9NNPj3RIIiJRT7lTRKTslDtFpLJUi1OfAM4888wt9957b9vLL798U3D7XXfd1ebEE0/cvmjRornvvvvu4j179uw9pqSkpPyCv51zBJ+yVCAhIcEVnNaUkJBAbm5uccue7jVgwIAdy5Ytq7N69eoSi1zTpk1bdPPNN6///vvv6/Xq1avbgc6TI6Vz7rnn8txzzzFmzBjGjx9/wNf34Ycf0rlzZzp06MDDDz9cpP+3337j5JNPpmvXrnTv3p0nnnhiv/uXtM/VV19NixYt6NGjB4WlpaVx6KGHcthhh9GnT59S3b6ISGlEW+7csmULF1xwAV26dKFr1658/fXXYdsXLFjAYYcdtvenYcOG/POf/9zv7ewvRhGR/Ym23AmQl5fH4YcfzqBBg/a2FfceEuDxxx+ne/fu9OjRg0suuYRdu3aV2FdSvhWRilWmETUljYCJqxOXX1J/QsOE3NKOoCnOjTfeuKFRo0Z5ffv2zX7vvfcaFLRv27YtPiUlZQ/Af/7zn+bh9j/ppJO2/eMf/2jxwgsv/Ab+1KeCUTX7M2fOnDrdunXbHRcXxxdffJGUk5NjLVu2LDIvTYG8vDx++eWX2mefffb2008/fUfr1q2bbt26Nb5BgwZ527Ztiy/9UUtZOOdwzhEXF8eDDz7IzTfffEDXl5eXx80338yUKVNISUnhyCOP5JxzzqFbt257t0lISOCxxx6jd+/ebN++nSOOOIL+/fvTrVu3sPs3adIk7D5XXnklt9xyC5dffnmxMU2bNo3mzZuX6vZFREoj2nInwG233caZZ57Jm2++yZ49e8jKygrb3rhxY3766ae9t92mTRuGDBlS4u107tx5vzGKiJQkGnMnwBNPPEHXrl3Ztm1byPUXfg+5cuVKnnzySebNm0diYiIXXXQR48aN48orryyxL1y+FZGKVW1G1BxyyCE5f/3rX9cVbr/rrrvW/O1vf0vp3bt3l7y88HWXhx56aPWWLVviO3bs2L1z587d3n///QZhNy7ktddea9KpU6fuXbp06XbLLbekjh079teCUThnn312++OPP77LkiVL6rRs2bLn448/3jw3N9cuvfTS9p06derWo0ePbtdff/3a5s2b551//vlbJk+e3FiTCVecpUuX0rVrV2666SZ69+7Nb7/9xl133cWAAQPo3bv3AV33jBkz6NChAwcffDC1a9dm6NChTJw4MWSbVq1a7b2dBg0a0LVrV1auXFni/iXtc8IJJ9C0adNSx1jSdYmIhBPNuXPbtm189tlnXHPNNQDUrl2bxo0bh20PNnXqVA455BDatWtX4u2UJkYRkcKiOXcCrFixgsmTJ3PttdeW6jZzc3PJzs4mNzeXrKwsWrduXao+KJpvRaRiRf1kwllZWT8Wbhs0aND2QYMGbQc47bTTdi5dunROQd8TTzyxCuDWW2/dCGwsaG/UqFH+22+/vbSk67/qqqs2X3XVVZsLbzNy5Mg1I0eOXFNcfO++++6S4tq///77IqOHevbsubtgMmOpOAsWLODFF1/kmWee4cknn+STTz5h69atLF68mBtuuKHI9v369WP79u1F2jMyMjjttNP2Xl65ciVt27bdezklJYVvv/02bBxLly7lxx9/5Kijjir1/oX3KYmZcfrpp2NmXH/99QwfPrzc1yUiEq2589dffyU5OZmrrrqKWbNmccQRR/DEE0+Eba9Xr97e6xo3bhyXXHLJfm/n448/LlOMIiIFojV3Atx+++38/e9/L3J7xb2HbNOmDSNGjCA1NZXExEROP/30vXPslNRXoKR8KyIHLuoLNSL7065dO44++mgAbr31Vm699dYSt//8889Ldb3OuSJtxc1zBLBjxw7OP/98/vnPf9KwYcNS7V/cPiX58ssvad26NevWraN///506dKFE044oVzXJSISrbkzNzeXH374gaeeeoqjjjqK2267jYcffpjBgwcX2/7AAw8AsGfPHiZNmsRDDz2039spS4wiIsGiNXe+9957tGjRgiOOOILp06eHbF/ce8hDDz2UiRMnsmTJEho3bsyFF17IK6+8wmWXXcbmzZvD9kHJ+VZEKka1OfVJJJzgb1NLo1+/fiEToRX8fPLJJyHbpaSk8Ntvv+29vGLFiiLDPgFycnI4//zzGTZsGOedd16p9g+3T0kK9m3RogVDhgxhxowZ5b4uEZFozp0pKSl7vyW+4IIL+OGHH8K2F/jggw/o3bs3LVu23O/tlDZGEZHCojV3fvnll0yaNIm0tDSGDh3Kp59+urewUtx7yE8++YT27duTnJxMrVq1OO+88/jqq68ASuyD8PlWRCqORtRIjVPabzaOPPJIFi1axJIlS2jTpg3jxo3j1VdfDdnGOcc111xD165d+eMf/1iq/UvaJ5ydO3eSn59PgwYN2LlzJx9//DH33HNPua5LRKQ8qip3HnTQQbRt25YFCxbQuXNnpk6dSrdu3cK2F3jttdeKDMMPdzuliVFEpCJUVe586KGH9o5wmT59OhkZGbzyyith30M2adKEb775hqysLBITE5k6dereFaFSU1PD9kHx+VZEKpZG1IiEkZCQwNNPP80ZZ5xB165dueiii+jevfve/oEDB/L5558zduxYPv30073fkLz//vsl7v/ll1+G3eeSSy7hmGOOYcGCBaSkpDB69GgA1q5dy/HHH0+vXr3o27cvZ511FmeeeWaJ1yUiEgkHmjsBnnrqKYYNG0bPnj356aef+Mtf/lJie1ZWFlOmTCkyqjBcjtxfjCIiVa0icmdxwr2HPOqoo7jgggvo3bs3hx56KPn5+XvnPyypL1y+FZGKZcWdD1lg1qxZS3v16rWhCuOp0WbNmtW8V69eaZGOI9r16dPHzZw5M9JhiEiMMbPvnXN99r9l9aTcKSKVQblTRKTs9pc7NaJGRERERERERCRKVItCzcsvv9zYzI748ccf65Zn/4svvrjd999/XxegTZs2h65evbrI3Dz9+vXr2Llz524dOnTofumll6bm5uYCkJ2dbWedddbBqampPXr27NllwYIFtQEWLFhQ+9lnn21asP+TTz7Z7PLLL08t1wFKlQqe1K1169ace+65xW63fPlyTj/9dLp27Uq3bt1YunQpAJ9++im9e/emR48eXHHFFRQ8V6ZPn06jRo32Xvf9999f4bHfdddd9OjRgx49ejB+/Pi97VOnTqV3794cdthhHH/88SxevLjY/ePj4/fGd8455+xtD3dMIiIFSpsnzjzzTBo3bsygQYNC2q+88krat2+/Nwf99NNPAGzdupWzzz6bXr160b17d1588cUKjz1cTAV+//vfU79+/ZC26dOnc9hhh9G9e3dOPPHEYvcLd0yZmZn07NmTnj17cuyxxzJr1qwKPR4RqT5K+74z3Hu0cHmmonz22Wf07t2bhIQE3nzzzZC+l156iY4dO9KxY0deeumlcsW0bds22rRpwy233FJlxyQSC6pFoWbcuHFNe/fuvWPs2LFN9791qNzcXMaPH7/siCOO2FXSdhMnTvxlwYIF8xYuXDh348aNtV544YUmAE888UTzRo0a5S5fvnzOLbfcsvaPf/xjCsCiRYvqjB8/vszxSOR9/vnn/PTTT/z0008cc8wxYc+xvfzyy/nTn/7Ezz//zIwZM2jRogX5+flcccUVjBs3jjlz5tCuXbuQf1z9+vXbe9333HNPqWMaM2YMf/vb30rcZvLkyfzwww/89NNPfPvttzz66KNs27YNgBtvvJHMzEx++uknLr30Uh588MFiryMxMXFvfJMmTQLY7zGJiJQlT/zpT39i7NixxfY9+uije3PQYYcdBsC//vUvunXrxqxZs5g+fTp33HEHe/bsKVVcpcmd+4tp5syZbNmyJaRty5Yt3HTTTUyaNIm5c+fyxhtvhL3u4o6pffv2/Pe//2X27Nn89a9/3Tu3g4jUPKV931nce7QCxeWZ0jjppJP2ftEYTmpqKmPGjOHSSy8Nad+0aRP33Xcf3377LTNmzOC+++5j8+bNZY7pr3/9a7HF7vIek0hNEfWFmq1bt8bNnDmz/osvvrj0nXfeaVLQ/t577zXo06dP5/79+x9yyCGHdL/00ktT8/LyAEhKSjr89ttvb92zZ88uU6dOrd+3b9/On332WVJJt9O0adN8gJycHMvJyTEzK7idxldfffVGgKuuumrzV1991SA/P5/09PQ2M2fOrN+lS5du9913XwuANWvW1OrXr1/Hdu3a9bjhhhtSKucekQJ//etfeeKJJ/ZeTk9P58knnyz1/tu3b+fTTz8t9puNefPmkZubS//+/QGoX78+SUlJbNy4kTp16tCpUycA+vfvz1tvvVXi7Xz33Xf07NmTXbt2sXPnTrp3786cOXNKHWdwTCeeeCIJCQnUq1ePXr168eGHHwJgZnuLNlu3bi3TMrPlOSYRqb7KkzvLkidOPfVUGjRoUOp4zIzt27fjnGPHjh00bdqUhISECsudJcWUl5fHn/70J/7+97+HtL/66qucd955pKb6gbItWrQo0+0de+yxNGni37IcffTRrFixolxxi0j0qMz3neVx66237h29/dFHH3HCCSeQn59f5utJS0ujZ8+exMWFfiz86KOP6N+/P02bNqVJkyb0799/7/vO0vr+++9Zu3Ytp59+epnjEqnpor5Qk5mZ2fikk07a2rNnz92NGzfO++KLL/YWXP73v//Ve+KJJ35bsGDB3KVLl9Z5+eWXmwBkZ2fH9ejRI3v27NnzzzjjjB2lva3jjz++Y3Jycq969erlXXXVVZsB1q5dW7t9+/Z7AGrVqkX9+vXz1q5dmzBy5MiVffr02TF//vx599577zqAefPmJU2YMOHXn3/+ee6kSZOaLF68uFbF3hsS7Jprrtn7jW5+fj7jxo1j8ODBe4dRFv6ZN29eyP7vvPMOp556Kg0bNixy3QsXLqRx48acd955HH744fzpT38iLy+P5s2bk5OTQ8Gkcm+++Sa//fbb3v2+/vprevXqxYABA5g7dy7gl1s855xz+L//+z/uvPNOLrvsMnr06FHm4+3VqxcffPABWVlZbNiwgWnTpu297eeff56BAweSkpLC2LFjufvuu4u9jl27dtGnTx+OPvpoJkyYALDfYxKR2FKe3FlReSI9PZ2ePXvyhz/8gd27dwNwyy238PPPP9O6dWsOPfRQnnjiCeLi4iosd5bk6aef5pxzzqFVq1Yh7QsXLmTz5s2cdNJJHHHEEbz88stlOqZgo0ePZsCAARUat4hUvcp83wnFv0crUFyeefjhhxk/fjzTpk3j1ltv5cUXXyxSbDkQK1eupG3btnsvp6SksHLlyhJjCpafn88dd9zBo48+Wuz1729/kXJZkgkT0uDVOP97SWakIyq3InO1lGT+izd0LtzWuHO/TQcdO2x93p6suEWZf+xYuL9pj/4bWhx5/sacHRsTfnkj/ZDgvi5XPbtgf7f5+uuvN73tttvWAZx//vmbxo4d2/T444/PAjj00EN3duvWbQ/ARRddtOnzzz+vf9VVV22Oj4/nyiuv3FzS9Rbniy++WJSVlWVDhgw5+N133204ZMiQbcWtimVmxS6Vdfzxx29r1qxZHkCHDh12/fLLL3U6dOiQU9Y4pHTS0tJo1qwZP/74I2vXruXwww+nXbt2pT7P9bXXXuPaa68tti83N5fPP/+cH3/8kdTUVC6++GLGjBnDNddcw7hx4/b+Uzn99NNJSPAvo969e7Ns2TLq16/P+++/z7nnnsuiRYsAuOeeezjyyCOpW7fu3m9fNm7cyKmnngr44aV79uzZ+4957NixHHrooSExnX766Xz33Xcce+yxJCcnc8wxx+y97ccff5z333+fo446ikcffZQ//vGPPP/880WOa/ny5bRu3Zpff/2VU045hUMPPZRDDjkk7DGJSOwpb+480Dzx0EMPcdBBB7Fnzx6GDx/OI488wj333MNHH33EYYcdxqeffsovv/xC//796devHw0bNqyQ3BnOqlWreOONN5g+fXqRvtzcXL7//numTp1KdnY2xxxzDEcfffTeEUX7O6YC06ZNY/To0XzxxRdluq9EJPpU5vtOCP8eLVyeSUpK4rnnnuOEE07g8ccf55BD/MesF198ce/In8WLFzNw4EBq165N+/bteeedd0p9vGE+AwH7z30AzzzzDAMHDgwp9hQozf4iZbYkE2YMh7wsfzlrmb8M0H5Y5OIqp6j+NLZmzZr4b775puHChQsTb7nlFvLy8szM3L///e8VsC9ZFCi4XLt27fzyftBMSkpygwYN2vLOO+80HjJkyLaDDjpoz5IlS2ofcsghOTk5OezYsSO+RYsWecXtW7t27b0ZLT4+3uXk5Fhx20nFufbaaxkzZgxr1qzh6quvZvv27fTr16/YbV999VW6desG+Df6M2bMCPsPKyUlhcMPP5yDDz4YgHPPPZdvvvmGa665hmOOOYbPP/8cgI8//piFCxcChHxDMnDgQG666SY2bNhA8+bN2bRpEzt27CAnJ4ddu3ZRr149mjVrtvef+5gxY1i6dGnIXAvffvst119/PQD3338/55xzDunp6aSnpwNw6aWX0rFjR9avX8+sWbM46qijALj44os588wziz2uglOiDj74YE466SR+/PFHDjnkkLDHJCKxqTy580DzRMGolTp16nDVVVeRkZEB+A8Vd999N2ZGhw4daN++PfPnz6dv374VljuL8+OPP7J48WI6dOgAQFZWFh06dGDx4sWkpKTQvHlz6tWrR7169TjhhBOYNWtWkUJNuGMCmD17Ntdeey0ffPABzZo1K9N9JSLRqbLed0L492gl5Zn//e9/NGvWjFWrVu1tu+qqq7jqqqsAP0fNmDFjSEtL29ufnp7O5MmTAUosMqWkpIQUslesWMFJJ50ElJz7Cnz99dd8/vnnPPPMM+zYsYM9e/ZQv359Hn744VLtL1Jms9L3FWkK5GX59lgv1JQ0Aia+dlJ+Sf216jfLLc0ImmBjx45tct5552189dVXlxW0HXnkkZ0//vjj+uBPfZo/f37tjh077nnzzTebXnvttevLcv0Ftm7dGrdly5b4du3a5eTk5PDhhx82Ou6447YDnHXWWVteeOGFZqeddtrOF198sckxxxyzPS4ujkaNGuXt2LEjvjy3JxVnyJAh3HPPPeTk5PDqq68SHx9fqm823njjDQYNGkTdusUvJHbkkUeyefNm1q9fT3JyMp9++il9+vhl7tetW0eLFi3YvXs3jzzyyN7CyZo1a2jZsiVmxowZM8jPz9/75nz48OE88MADLFmyhLvuuounn356vzEeddRRIceSl5fHli1baNasGbNnz2b27Nl7z/ndunUrCxcupFOnTkyZMoWuXbsWub7NmzeTlJREnTp12LBhA19++SV33nlnicckIrGpPLnzQPPE6tWradWqFc45JkyYsPc0ptTUVKZOnUq/fv1Yu3YtCxYs2Fskr4jcGc5ZZ53FmjVr9l6uX7/+3hXzBg8ezC233EJubi579uzh22+/5Q9/+EOpj2n58uWcd955jB07tkhxR0Sqr8p631nSe7RweWbZsmU89thj/PjjjwwcOJBzzz1375d2JRk5ciQjR47c73ZnnHEGf/nLX/ZOIPzxxx/z0EMPlRhTsMzMfaecjBkzhpkzZ/Lwww+Xen+RMstaXrb2KBfVI2reeOONZnfeeefq4LbBgwdvHjt2bNNLLrlk82GHHbbjjjvuSJk/f37iUUcdtf13v/vdlvLczrZt2+LOOuusDnv27LH8/Hw77rjjtv3pT39aD3DbbbdtOP/889unpqb2aNSoUd748eN/Aejbt292QkKC69y5c7dLL710Q5MmTYodZSOVq3bt2px88sk0btyY+PjS183GjRtXZB6XmTNn8uyzz/L8888THx9PRkYGp556Ks45jjjiCK677jrAz1L/3nvvkZ+fz4033sgpp5wC+Dkb/v3vf5OQkEBiYiLjxo3DzHj55ZdJSEjg0ksvJS8vj2OPPZZPP/10736llZOTs/dbm4YNG/LKK6/sPfXgueee4/zzzycuLo4mTZrwwgsvFDmmn3/+meuvv564uDjy8/O5++67937TE+6YRCQ2lSd3hssTwXkG/Op38+fPZ8eOHaSkpDB69GjOOOMMhg0bxvr163HOcdhhh/Hss88CfoLOK6+8kkMPPRTnHI888gjNmzevsNxZUkzhdO3alTPPPHPvBJvXXnvt3g8SAwcO5Pnnn6d169Zhj+n+++9n48aN3HTTTQAkJCTsnd9HRKqvynrfWdJ7tOLyjHOOa665hoyMDFq3bs3o0aO58sor+e6778IWg8L57rvvGDJkCJs3b+bdd9/l3nvvZe7cuTRt2pS//vWvHHnkkYA/jb9p06ZhYyp8TCUJt7/IAUlK9ac7FddeDVlx5x8WmDVr1tJevXptqMJ4Su29995r8Nhjj7WcNm3a4kjHUlFmzZrVvFevXmmRjiPa9enTxxW84c3Pz6d379688cYbdOxYZIokEZFSM7PvnXN9Ih1HZVHuFJHKoNwpIlGh8Bw1APFJ0HdUVJ76tL/cGfWrPomEM2/ePDp06MCpp56qf5YiIqWk3CkiUnbKnSJRrv0wX5RJageY/x2lRZrSiOpTn0oyaNCg7YMGDdoe6TgklJm9AAwC1jnnegTaHgXOBvYAvwBXOee2BPr+DFwD5AG3Ouc+Ku1tdevWjV9//bViD0BEJMYpd4qIlJ1yp0g10H5YtS3MFKYRNVLRxgCFlxyaAvRwzvUEFgJ/BjCzbsBQoHtgn2fMTBM0i4iIiIiISI21v0JNfn5+vpaYrgKB+zk/0nEcKOfcZ8CmQm0fO+dyAxe/AVICfw8GxjnndjvnlgCLgb5VFqyIiIiIiIhIlNnfqU9z1q9f3y05OXlrXFxc+FmH5YDk5+fb+vXrGwFzIh1LFbgaGB/4uw2+cFNgRaCtRLs2/cbCV24LaWvS9WSSjziX/JxdLB5/V5F9mvU8k2Y9B5CbtYVf3763SH/z3oNp2u0U9mxbx9JJRZcsbHHUxTTueCy7Ni5n+QePFek/6Ljf0bB9H7LWLmLFlKLLx7Y+6Trqp/Rgx4o5rJr+XJH+lP63kNSyI9uWzGTNl2OL9KcOuIO6zVLZsugr1n07vkh/2jnp1G7Ygk3zPmXDDxOL9B983n0kJDVm4+wP2Dj7wyL9HS5+hLhadVn//QQ2/zytSH+ny54AYO0349i6+OuQvriEOnQY+ncAVn/xMtuXfh/Sn5DYiIPPvx+AldNGsXPl3JD+Wg2SaT/4/wD4bcpTZK8NnR+8TtO2tBs4AoBl72ewe9NvIf2JLTvQtv/vAVgy8UFytq8P6a/XpjttTh4OwK9v3UNu9taQ/gZpR9Dq+MsBWDzuTvJzd4f0N+pwDC2PHgpQ5HkHeu7F0nNPRERERCQalFioyc3NvXbNmjXPr1mzpgc6Taoy5QNzcnNzr410IJXJzNKBXCCzoKmYzYotCJrZcGA4QKc2TSolPhEREREREZFIK3F5bpHyMLM04L2CyYQDbVcANwCnOueyAm1/BnDOPRS4/BHwN+fc10WuNEjwMokiIhWlJi0xKyJSUZQ7RUTKTstzS8SZ2ZnAXcA5BUWagEnAUDOrY2btgY7AjEjEKCIiIiIiIhINqu3y3BKdzOw14CSguZmtAO7Fr/JUB5hiZgDfOOducM7NNbPXgXn4U6Juds7lRSZyERERERERkchToUYqlHPukmKaR5ew/Uig6AyqIiIiIiIiIjWQTn0SEREREREREYkSKtSIiIiIiIiIiEQJFWpERERERERERKKECjUiIiIiIiIiIlFChRoREREREal2zOwFM1tnZnOC2i40s7lmlm9mfQpt/2czW2xmC8zsjKqPWESkdFSoERERERGR6mgMcGahtjnAecBnwY1m1g0YCnQP7POMmcVXQYwiImWmQo2IiIiIiFQ7zrnPgE2F2n52zi0oZvPBwDjn3G7n3BJgMdC3CsIUESkzFWpERERERCTWtQF+C7q8ItAmIhJ1VKgRERGJMM2zICJS6ayYNlfshmbDzWymmc1cv359JYclIlKUCjUiIiKRNwbNsyAiUplWAG2DLqcAq4rb0Dk3yjnXxznXJzk5uUqCExEJpkKNiIhIhGmeBRGRSjcJGGpmdcysPdARmBHhmEREiqVCjYiISPVS6nkWNHxfRGKZmb0GfA10NrMVZnaNmQ0xsxXAMcBkM/sIwDk3F3gdmAd8CNzsnMuLVOwiIiVJiHQAIiIiUialnmfBOTcKGAXQp0+fYrcREamunHOXhOl6J8z2I4GRlReRiEjF0IgaERGR6qXU8yyUV2YmpKVBXJz/nZlZkdcuIhWpol6vet2LiEQPjagRERGpXiYBr5rZP4DWVPA8C5mZMHw4ZGX5y8uW+csAw4ZV1K2ISEWoqNerXvciItFFI2pEREQiLJrmWUhP3/dhrUBWlm8XkehSUa9Xve5FRKKLRtSIiIhEWDTNs7B8ednaRSRyKur1qte9iNRoSzJhVjpkLYekVOg1EtpHdjihRtSIiIjIXqmpZWsXkcipqNerXvciUmMtyYQZwyFrGeD87xnDfXsEqVAjIiIie40cCUlJoW1JSb5dRKJLRb1e9boXkRprVjrkFTr3My/Lt0eQCjUiIiKy17BhMGoUtGsHZv73qFGaUFQkGlXU61WvexGpsbLCnOMZrr2KaI4aERGJKSsmTmR+RgbZq1eT2KoVXUaMIGXw4EiHVa0MG6YPaCLVRUW9XvW6F5EaKSk1cNpTMe0RpBE1IiISM1ZMnMjs9HSyV60C58hetYrZ6emsmDgx0qGJiIiISLTpNRLiC537GZ/k2yNIhRoREYkZ8zMyyMvODmnLy85mfkZGhCISERERkajVfhj0HQVJ7QDzv/uOiviqTzr1SUREYkb26tVlahcRERGRGq79sIgXZgrTiBoREYkZia1alaldRERERCTaqFAjIiIxo8uIEcQnJoa0xScm0mXEiAhFJCIiIiJSNirUiIhUUysmTuSTfv14t0MHPunXTxPmAimDB9Nz5EgSW7cGMxJbt6bnyJFa9UlEREREqg3NUSNFmNkxwGVAP6AVkA3MASYDrzjntkYwPBFh3+pGBRPnFqxuBNT4okTK4MERuQ+UO0VEyi6mcueSTJiVDlnL/dK+vUZG3bwXIlKBKvE1rxE1EsLMPgCuBT4CzsT/w+wG/B9QF5hoZudELkIRAa1uFG2UO0VEyi6mcueSTJgxHLKWAc7/njHct4tI7Knk17xG1Ehhv3PObSjUtgP4IfDzmJk1r/qwRCSYVjeKOsqdIiJlFzu5c1Y65GWFtuVl+XaNqhGJPZX8mteIGglRzD/Lcm0jIpVLqxtFF+VOEZGyi6ncmbW8bO0iUr1V8mtehRopNTP7X6RjEBFPqxtFFzNra2bjzOxzM/uLmdUK6psQwdBERKKWmXUxsw/MbLKZHWJmY8xsi5nNMLOukY6vTJJSy9YuItVbJb/mVaiREGZ2Xpif84GDIh1fWWlVHIlVWt0o6rwATAd+j59j4b9m1izQ1y5SQYmIRLlRwDPAK8CnwIdAE+AB4OkIxlV2vUZCfFJoW3ySbxeRirckEyakwatx/ndVzwdVya95zVEjhY0HMgFXTF/dKo7lgGhVHIl1kVrdSIqV7Jx7NvD3783sMuCzwCSYxeVTEZHo4hwsXQppaWBWVbfawDn3LoCZPeCcGxdof9fM7quqICpEwZwUWvVJpPIVTORbMEdMwUS+UHWvuUp+zatQI4XNBjKcc3MKd5jZaRGIp9xKWhVHH25FYlxuLiRU6b+4WmZW1zm3C8A594qZrcGvZFKvKgMRESmT2bOhf39Yt85fnjULevasqluPD/r7H4X6aldVEBWm/TAVZkSqQrRM3l2Jr3md+iSF3Q5sC9M3pArjOGBaFUekhsnNhbvv9t8E16oFL79clbf+PHBUcINz7hPgQqBI4VtEJKJ274Ybb/T5slevfUWagQPh0EOrMpJ/mVl9AOfcMwWNZtYB+KQqAxGRaqQGTN6tETUSwjn3eQl9M6sylgOV2KoV2atWFdsuIjFk5kw48UTIKvTNytlnV1kIzrnHw7T/CPSvskBEREry8cdwxhlF299+G4ZU/fdxzrn/hGlfjP/yUESkqKRUf7pTce0xQiNqJGZpVRyRGLZ7N1x/vf82+Mgj9xVpzjkHtmzxcy00aRLREEVEosKmTTBggM+XwUWayy+HnTt9voxAkUZEpNxqwOTdGlEjMatgHpr5GRlkr15NYqtWdBkxQvPTiFRn06bBKacUbf/ww+K/JRYRqYmcg+efh+HDQ9vr14dPP/UFbhGR6qoGTN6tQo3ENK2KIxIDduyAq6+GN94Ibb/iCvj3v6HQyDkRkRor3KlN994Lf/0rxMcX7RMRqY5ifPJunfokxTKz/2dmjYMuNzGzByMYkojUNH/6kx+q36DBviJNfDx8+aX/tnjMmKgr0ih3ikiV27PH58rCpzb16AFLlvh8+be/RXWRRrlTRCSUCjUSzgDn3JaCC865zcDAyIUjIjXCokX7PnBkZOxrv/12/2EkNxeOPTZi4ZWCcqeIVI3HH/e5sk6d0PYTT/TFmf/9D9LSIhJaOSh3iogEUaFGwok3s73/+c0sEahTwvYiIuV3yin+A0enTqHtb7/tP3A8/rhfcjv6KXeKSJllZvqaSlyc/52ZGWbDtWv3FbP/+MfQvoLRM9OnV26wlUO5U0QkiOaokXBeAaaa2YuAA64GXopsSCISU2bMgKOOKtpu5kfPJFTLf1HKnSJSJpmZfs7fgsXrli3bNwfwsILpFy6+GF5/vejOf/kLjIyJVU6UO0VEglTLd8FS+Zxzfzez/wGnAgY84Jz7KMJhiUh15xy0b+8/iRT20Udw+ulVH1MFUu4UkbJKT99XpCmQlQVP3bWCYZe1LX6nHTugXr3KD66KKHeKiIRSoUbCcs59AHwQ6ThEJAZ8+CEMGFC0/ZBD9s1LEyOUO0WkLJYvD77kGEEGj3InrCy04euvw4UXVmFkVUu5U0RkH81RIyHM7IvA7+1mti3oZ7uZbYt0fCJSjeTn+yVhzYoWab77zo+uWbw4Joo0yp0iUl6pqdCVeazmIBxxvkhT4OqrfS51rlRFmlLPdRMllDtFRIqnETUSwjl3fOB3g0jHIiLV1KxZcPLJsHlzaPtpp8GUKZGJqZIpd4pImeXmwkcf8VnyaFKXvbO3+XOO54rEN3jguYP2zVFTCqWa6ybKKHeKiBRPI2qkCDOLM7M55dz3BTNbF7y/mV1oZnPNLN/M+hTa/s9mttjMFpjZGQcau4hESF4efPABHHccHHbYviLN6afDxo3+2+AYLdIUOJDcKSI1yC+/+Ilp2rWDQYNIXfYF8waO4LrkCcSZ43ftPi9zkQbCz3WTnl5xoVcG5U4RiYglmTAhDV6N87+XRNcQRI2okSKcc/lmNsvMUp1zy/e/R4gxwNPAy0Ftc4DzgP8Eb2hm3YChQHegNfCJmXVyzuWVO3gRqVrLl8OLL8ILL/i/k5MhKQleew3OOSfS0VWpA8ydIhLLsrPhrbdg9Gi/fHZcHJx5Jjz1FAwaRLfatXkOeO4AbmJ5mKwTrj1aKHeKSJVbkgkzhkNeoLqdtcxfBmgfHUMQVaiRcFoBc81sBrCzoNE5V+InL+fcZ2aWVqjtZwArOg/FYGCcc243sMTMFgN9ga8POHoRqTw5OfDee/Dcc36SYID+/eGxx3xxpnbtyMYXWeXKnSISo374wRdnMjNh61Y4+GB48EG44gpISanQm0pNLX5BvdTUCr2ZyqLcKSJVZ1b6viJNgbws316WQs3UqX4exj594IsvfBG+gqhQI+HcVwW30Qb4JujyikCbiESjxYvh+edhzBhYuxbatIH/+z8/2WVaWqSjixZVkTtFJJpt3uwLM6NHw08/Qd26cP75cM01cOKJFfpGPtjIkaFz1IAf4DhyZKXcXEVT7hSRqpMVZvBeuPZgixb5yd1nzdrX9vXXfhoAFWqkCgx0zt0V3GBmjwD/rcDbKG6pF1fshmbDgeEAqdXkqyGRmLBrF7z9th89M306xMfDoEFw7bV+2H6C/o0UUhW5U0SiTX4+TJvmizNvvw27d8Phh8O//gWXXAJNmlR6CAVz2qSn+9OdUlN9kSZaJxIuRLlTRKpOUqo/3am49uJs3Qo33uhP7Q/WpAm8+66fo7GCaTJhCad/MW0Dimk7ECuAtkGXU4BVxW3onBvlnOvjnOuTnJxcwWGISBFz5sDtt/tRM8OG+fH0I0f6d/8TJvhijYo0xamK3Cki0WLFCn8qU4cOfmW7Dz7whewffvA/N91UJUWaAsOGwdKlvm60dGm1KdKAcqeIVKVeIyE+KbQtPsm3F8jL8/ndDBo3Di3SvPiiT7SbNlVKkQY0okYKMbMbgZuAg81sdlBXA+CrCr65ScCrZvYP/GTCHYEZFXwbIlJaO3bA66/70TPffOPnmhkyBK67zi+3XUnD9WNBFedOEYmkPXv8N6ijR8NHH/k366ec4t/QDxkCiYmRjrDaUO4UkYgomIdmVro/3Skp1Rdp2g/zoyLPP7/oPn/6k8/zVTQXowo1UtirwAfAQ8DdQe3bnXOb9rezmb0GnAQ0N7MVwL3AJuApIBmYbGY/OefOcM7NNbPXgXlALnCzVnwq2YqJE5mfkUH26tUktmpFlxEjSBk8ONJhSXXmHHz/vS/OvPYabN8OXbvCP/4Bv/sdNG9epqs70OdoNX6OH2jufAEYBKxzzvUItDUFxgNpwFLgIufc5kDfn4FrgDzgVufcRxV2JCJSvHnzfHFm7FhYv96POPzLX+Cqq/wkwVIeB5Q7RUTKrf2wfQWbsWPh4MuAy0K3GTjQj55p0aLKw1OhRkI457YCW4FLzOx4oKNz7kUza25m7Z1zS/az/yVhut4Js/1IoHpMcxdhKyZOZHZ6OnnZ2QBkr1rF7PR0gOryQVaiyZYtfrLL55/3k10mJsLFF/sh+8ce64d5ltGBPker83P8QHMnMAZ4Gng5qO1uYKpz7mEzuztw+S4z6wYMBbrjRyN+YmadVOgWqQTbt/uRhqNH+8kiExL86nbXXANnnOHn7apEmZnVds6ZUqmA3CkiUj5z50KPHkXb09L8af69elV1RCE0jl2KZWb3AncBfw401QZeiVxEMj8jY+8H2AJ52dnMz8iIUERS7TgHn3/ul4Vt3RpuucUXZJ55Blav9t8YHHdcuYo0cODP0Vh4jpc3dzrnPsOPPgw2GHgp8PdLwLlB7eOcc7sDH2IWA30PLHIR2cs5+OorX4xp1coXsLdsgYwMWLkS3nrLf8taBUWa4cP9FGHO+d/Dh/v2WKP3nSJSJXbs8O9zzYoWaX73O59slyyJeJEGNKJGwhsCHA78AOCcW2VmDSIbUs2WvXp1mdpF9lq/Hl5+2Y+emT8fGjTwxZrrroPevSvsZg70ORojz/GKzJ0tnXOrA9ez2swKxt22Ab4J2m5FoE1EDsTatX74++jRPlfWqwdDh/qCzdFHl7uIXV7p6aFLbYO/nJ4eW6NqAsqVO3XaqIjsl3Nw4on+y8rC6tXzEwJX0bwzZaERNRLOHuecI7BctpnVi3A8NV5iq1ZlapcaLj8fpkyBiy7y8yiMGAFNm/pRM6tXw7//XaFFGjjw52iMPMerIncW92nRFbuh2XAzm2lmM9evX18JoYhUc7t3w803+yLMQQf5ySKbNPGF7dWr/e9jjqnyIg34053K0l7NlTd3jgHOLNRWcNpoR2Bq4DKFThs9E3jGzCp3WJSIRE5Ghs/dcXFFizTLl/sCzo4dUVmkARVqJLzXzew/QGMzuw74BHguwjHVaF1GjCC+0EoS8YmJdBkxIkIRSVT67js48kg45BA4/XT49FN/itOcOfDll3Dllf7bg0pwoM/RGHmOV2TuXGtmrQACv9cF2lcAbYO2SwFWFXcFzrlRzrk+zrk+ycnJ5QxDJAZNmeLfwNet60//LDB37r7TnhpEdiBxamrZ2qu5cuVOnTYqIiGWL/dziZn5wnuwDz7wxRnnoG3b4vePIirUSLGccxnAm8BbQGfgHufcU5GNqmZLGTyYniNHkti6NZiR2Lo1PUeOjPpJVqUK7N7tJy4wg759YeZMPzv9a6/5+RT+8Q/o3r3SwzjQ52gsPMcrOHdOAq4I/H0FMDGofaiZ1TGz9kBHYEb5oxapITZvhrPO8rny9NP3tV92mf9W1Tno1i1y8RUyciQkJYW2JSX59lhTwbkz5LRRIPi00d+CttNpoyKxYOdOP5eYGbRrB3lBayvcdde+4syZhQffRTfNUSNhOeemAFMiHYfskzJ4cLX60CqV7NNP4dRTi7Z/9FHoh5AqdKDP0Vh4jpcnd5rZa8BJQHMzWwHcCzyM/5b5GmA5cGHg+uea2evAPCAXuFkrPomUYPRo/yY+WN26MH06HHVUREIqjYJ5aGJ51adgVfC+s0ynjQLDAVJjdAiTSLXmHHzzjV99b/v20L6nn4abborIKasVSYUaCWFm2yn+n5YBzjnXsIpDEpFg27fD1VfDm2+Gtl95pR++X+jUIakaB5o7nXOXhOkqphIHzrmRQAx+ry5SQZYs8aNnfv45tP3//g/+9rdKX7GpogwbFruFGai0951rzaxVYBL2cp82CowC6NOnT7HFHBGJgMWL4ZVX/M8vv+xrv/FGeOyxmHofrEKNFDYVOAh4G38eb2xOWSdS3UyYAEOGhLYlJMBnn/mJLiXSlDtFIi0vzxdhHnwwtL1bN3jvPWjfPiJhSYkqI3cWnDb6MEVPG33VzP4BtEanjYpUDxs2wPjxvjjzzTd+pMwpp/jC+3nnQcPYHEegOWokhHPuXOAMYD3wnJn918xuCix1KCJVaeNGOO00/w8puEjzhz/Anj2Qk6MiTZRQ7hSJoG+/9d+iJiSEFmlGj/bD4+fOLbFIk5kJaWl+YZC0NH9ZqsaB5s7AaaNfA53NbEXgVNGHgf5mtgjoH7iMc24uUHDa6IfotFGR6JWdDa+/DuecA61a+YUxdu6Ev//dnwv6ySd+NHmMFmlAI2qkGM65rcCLZvYScDHwFFAX+EdEAxOpKV56yf/zCZacDFOnwqGHRiSkA7Vi4kTmZ2SQvXo1ia1a0WXEiGo/F01hyp0iVWjnTrj++qJVlbPOgrFj/RLbpZCZ6ediz8ryl5ct85chtk85iiYHkjt12qhIDMnP9yPFx471p/hv2watW/svKC+7DHr2jHSEVUqFGinCzI4FLgH6AV8AQ5xzn5e8l4gckJUr/bcGP/wQ2n7//X4mybjqOwByxcSJzE5PJy87G4DsVauYnZ4OEFPFGuVOkSrw9ttw/vlF2z/+GPr3L/PVpafvK9IUyMry7SrUVA3lTpEabu5cX5zJzIQVK6B+fbjgAl+cOemkajOnWEVToUZCmNlSYAswDj/bfW6gvTeAc+6HcPuKSBk5B//8J/zxj6HtnTrBBx/AwQdHJKyKNj8jY2+RpkBedjbzMzJiplCj3ClSidas8cWZr74Kbb/lFj95ZO3a5b7q5WFmRAnXLhVLuVOkhlq9Gl591c8789NPvhhz5pnw6KP+i8ukpEhHGHEq1EhhS/Gz758BnE7oUoYOOCUCMYnElkWL/HKCS5aEtj/1FNx8c7VfTrCw7NWry9ReTS1FuVOk4jgHjz8Od9wR2t6qlR8906NHhdxMaqo/3am4dqkSS1HuFKkZduzwoyJfecWfzp+fD0ceCU8+CRdfDC1aRDrCqKJCjYRwzp0U6RhEYlJ+vl+N5IEHQtv79vUrOrVqFYmoqkRiq1Zkryq6AmpiDB2zcqdIBZk7F04/HQrnjMce8/MUVHAhe+TI0DlqwH+RO1KzmFQJ5U6RGJeb6yf+HTvWv9/NyvKTuxecX9q5c6QjjFrVd9IDqRRmdvx++huaWcV8jSVSE8ya5Se1jI8PLdK8/LL/xvjbb2O6SAPQZcQI4hMTQ9riExPpMmJEhCKqeMqdIgdgzx74/e99EaZHj31FmmOP9X87508RrYTRhsOGwahR0K6dv/p27fxlzU9TNZQ7RWKQc/D993D77dCmDQwY4E/pv/xy+OIL+OUXPwejijQl0ogaKex8M/s7ftnC7/HLJdYFOgAnA+2AO8LvLiLs2eOH6z/9dGj7GWf483Gb1qwVmwvmoYnxVZ+UO0XKaupUOO20ou1vvln8hMGVZNgwFWYiSLlTJFYsXeonBH7lFZg/388fNmgQ/O53vlhTp06kI6xWVKiREM65P5hZE+AC4EKgFZAN/Az8xzn3RSTjE4lqX3wB/foVbZ80Cc4+u+rjiSIpgwfHWmEmhHKnSClt3uzftE+eHNo+bBj85z9Qr15k4pKIUO4UqeaWLPFfQn70EXweWKytXz8/CvKCC/yocikXFWqkCOfcZuC5wI+IlCQry09wkJkZ2j50KDz3nF9iUGoE5U6RErz4Ilx9dWhb3bowbRocfXRkYpKooNwpUs1s3+5X3Xv55X1tXbr4yb0uvRTS0iIWWixRoUZEpDw++AAGDizaPn06nHhilYcjIhJ1lizxownnzg1tT0+H++7zc3eJiEj0y8+HjAy4666ifaNHw1VXRdeqpUsyYVY6ZC2HpFToNRLaV69zXDWZsIhIaW3Z4s+1NQst0tx4I+za5SdPU5FGRGqyvDy45x6fJw8+eF+RpmtXP4Gkc/DggyrSiIhUB+++6/N5fHxokea22yA72+f0q6+OviLNjOGQtQxw/veM4b69GtGIGhGR/Rk3Di65JLStfn0/euaIIyISkohIVPnuOzjppNB1rgGefx6uuSYiIYmISDnMnQvnnguLF4e29+/vT3c66KCIhFVqs9Ihr9D/orws316NRtVoRI0Uy8xmmtnNgQneRGqetWvhuOP8NwTBRZq//AVyc/35uSrSSCHKnVKjZGX55VbNoG/ffUWagQNh40b/TauKNFIKyp0iEbZxoy/OmEGPHvuKNK1bw8yZPp9//HH0F2nAn+5UlvYopUKNhDMUaA18Z2bjzOwMs2ga0yZSCZyDf//b/5M66CD46ivfnprqlxl0zk+UpiH7Ep5yp8S+d97xebJePRg7dl/7Rx/5PDl5MjRtGrn4pDpS7hSpajk5/gtIM2jeHCZO3Nc3bpzP5ytXVr8vJpNSy9YepVSokWI55xY759KBTsCrwAvAcjO7z8z07ktiy9Kl0K0bxMXBTTfta3/0UT952rJl0LlzxMKT6kO5MzplZvpFKOLi/O/Ci7RJKaxd65dcNYPzztvXfvPN++boOv30yMUn1Zpyp0gVeuUVn8tr14aHHtrXfu+9vnjjHFx8ceTiO1C9RkJ8UmhbfJJvr0Y0R42EZWY9gauAgcBbQCZwPPApcFjkIhOpAPn58PDDfvWRYD17+onTUqtX1V2ih3JndMnMhOHD952Vs2yZvwwwrPqcqh4ZzsETT8Af/hDaftBBfgj8oYdGJi6JScqdIpXo22/9Knzr14e2X3gh/Oc/0CSGzjosmIemmq/6pEKNFMvMvge2AKOBu51zuwNd35rZcRELTORAzZsHp54Ka9aEtj/3HFx7bWRikpih3Bl90tOLzm+bleXbVagJY948Pzpm5crQ9kcfhTvuiK7VPSQmKHeKVIKVK+HSS+Gzz0Lbu3WDt96CLl0iE1dVaD+s2hVmClOhRsK50Dn3a3EdzrnzimsXiVq5ufDnP0NGRmj7iSfCG29AcnJk4pJYpNwZZZaHmTswXHuNtWcP/OlP8OSToe1HH+3f0LduHZm4pKZQ7hSpCNnZvqD+738X7fvgAzjzzKqPScpFhRoplnPuVzM7C+gO1A1qvz9yUYmU0YwZcMIJsHt3aPvrr/uhniIVTLkz+qSm+tOdimsX4NNP/SjDwpQnpQopd4ocAOfgX/+C3/++aN/jj8Ott/pJ2qRa0SMmxTKzZ4GLgd8DBlwItItoUCKlsWsXXHedH5p/1FH7ijTnngtbt/p/ZvrwIZVEuTP6jBwJSYXmFExK8u011pYtfq4Cs9AizSWXwPbtypNS5ZQ7Rcrhk0+gVi1fhAku0lx7LezY4XP57berSFNN6VGTcI51zl0ObHbO3QccA7SNcEwi4U2d6j90JCbC88/va//4Y/+P6p13oGHDyMUnNYVyZ5QZNgxGjYJ27XyKaNfOX66R89OMGePvhCZN4L33fFudOvDVVz5Pvvoq1K8f0RClxlLuFCmNRYvgsMN8Lu/f35/eD3DssX74qHN+3sV69SIaphw4FWoknOzA7ywzaw3kAO0jGI9IUdu3wwUX+H9Wp522r/2qq/xsoc75f2IiVUe5MwoNGwZLl/rF3pYurWFFmqVL/epMZj43FvjLX/wb/F274JhjIhaeSIByp0g4W7f6SYHNoFMnmDXLtzduDF984d/vfvmlzumNMZqjRsJ5z8waA48CPwAOeC6iEYkUmDABhgwJbUtI8LPa6wOHRJZyp0ReXh7cf7//Cda5M0yeDIccEpm4RMJT7hQJlpcHDz0Ef/1r0b4XX4QrrtAKfDFOI2qkWM65B5xzW5xzb+HPEe7inLsn0nFJDbZxo59LwSy0SPPHP/rVSnJyVKSRiFPulIj67jt/6lJCQmiR5rnn/HCi+fOrbZEmMxPS0vxUC2lp/rLEDuVOkYC33/bvdRMSQos0I0b4eRedgyuvVJGmBtCIGinCzJoBlwJdAk0/A69GLiKp0caMCR2uD9CihZ+TpkePiIQkUhzlTomIrCy48UZ4+eXQ9gED4JVXoGnTyMRVgTIzYfhwf6jgp2EYPtz/XaNOY4tRyp1S482aBYMHF12icOBAP3qmRYvIxCURpRE1EsLMugJzgCOAhcAi4Ehgjpl1KWlfkQqzciUccUTRORXuv98PBV27VkUaiSrKnVLlJkzwObJevdAizUcf+W9c338/Joo0AOnp+4o0BbKyfLtUb8qdUW5JJkxIg1fj/O8lGspWYdat84UYMz85cEGRJi0NfvrJ5/HJk1WkqcE0okYKewC4zTn3enCjmZ0PjATOj0hUEvucg3/+05/KFKxTJ/jgAzj44IiEJVJKyp1S+dau9ROof/FFaPuNN8Ljj/sVnGLQ8uVla5dqRbkzWi3JhBnDIS9QJc1a5i8DtNdQtnLZs8dP5P7YY0X73noLzjuv6mOSqKURNVLYoYX/WQIEzhnWEAapeIsWQfv2fuKB4CLN00/7ORUWLFCRRqoD5U6pHM7BE0/4b10POmhfkaZFCz9c3jl45pmYLdJA+IVMtMBJTFDujFaz0vcVaQrkZfl2KT3n4IUXfA6vUye0SPPgg371PedUpJEiVKiRwnaWs0+k9PLy4J579i0zuHSpbz/qKFi1yv/DuvlmTZQm1Ylyp1Ssn3+Gtm19Efv22/e1//3vvoi9di307Bmx8KrSyJGQlBTalpTk26XaU+6MVllhhqyFa5dQX37pl8+Oi4NrrtnXfumlsGWLf6+bng7x8ZGKUKKcTn2SwlqY2R+LaTcguaqDkRjz009w8sn+H1SwsWPhsssiEZFIRVHulAO3Zw/86U/w5JOh7Ucd5VcCad06MnFFWMGEwenp/nSn1FRfpNFEwjFBuTNaJaX6052Ka5fiLV8OQ4fC11+Hth92GLzxBnToEJGwpHpSoUYKew5oEKbv+aoMRGLEnj1wxx3+VKZgZ54Jr74KTZpEJi6RiqXcKeU3bRqcckrR9tdfhwsvrPp4otCwYSrMxCjlzmjVa2ToHDUA8Um+XfbZuRNuuw1Gjw5tr13bTwZ82mmRiUuqPRVqJIRz7r5IxyAx4osvoF+/ou3vvguDBlV9PCKVSLlTymzLFrjiCpg0KbR96FB47jmoXz8iYYlUJeXOKFYwYfCsdH+6U1KqL9JoImF/+uk//+m/iCzs6afhppt0+r4cMBVqRKTiZGXB8OGQWWj5xksu8R886tWLTFwiItHipZfgyitD22rVgunT4dhjIxGRiEjx2g9TYSbYBx/4JbULu+kmyMiAxMSqj0liliYTFpED98EH/puDevVCizTTp/vJ0l59VUUaEam5li3zE/+ahRZp7r4bcnL8KaIq0lSZzExIS/NzfKalFf1uQURkrwULoHt3n7+DizQnnggrVvj3uf/6l4o0UuFUqBGR8tmyxZ/CVPgf1003we7d/h/XiSdGLDwRkYjKz4f77vM5Mi0N/vc/396pEyxa5HPkQw9BggY3V6XMTD/wc9ky/xAsW1b8QFARqcE2b/bzg5lBly4wb55vT06Gb77xyWP6dGjTJqJhSmzTuwMplpk1Bi4H0gh6njjnbo1QSBItxo3zpzIFa9DA/8Pq3TsiIYlEC+VOYeZMv7rdjh2h7aNGwbXXat6CCEtP92fpBsvK8u2arDhylDsl4nJz4YEH4P77i/ZpdVKJABVqJJz3gW+A/wH5EY5FIm3tWjjvPPjqq9D2v/zF/0OLj49MXCLRR7mzJsrKghtvhJdfDm0/4ww/VKNZs8jEJUUsX162dqkyyp0SGePH+0ncC/vzn/2oyFq1qj4mEVSokfDqOuf+GOkgJIKcg2ef9acyBUtNhY8/hs6dIxOXSHSr8NxpZrcB1wEGPOec+6eZNQXG4799Xgpc5JzbXJG3K6UwcSKce27R9g8+gDPPrPJwZP9SU/3pTsW1S0TpfadUnR9+gLPPhlWrQtsHD/bLbKu4LlFAc9RIOGPN7Doza2VmTQt+Ih2UVIGlS6FbNz/LYnCRJiPDz7mwbJmKNCLhVWjuNLMe+CJNX6AXMMjMOgJ3A1Odcx2BqYHLUhXWrvXzb5mFFmluuAF27fJFbhVpotbIkZCUFNqWlOTbJaL0vlMq15o10L+/z91HHLGvSNOxI8yZ43P3hAkq0kjU0IgaCWcP8CiQDrhAmwMOjlhEUnny8+Hhh/1J+sF69YJ334W2bSMTl0j1U9G5syvwjXMuC8DM/gsMAQYDJwW2eQmYDtxVYmDr9rDi6dChBPUPa0Dj45uSvyefVaN+K7JPw76NaNi3MXk7clk9ZmWR/kbHNaHB4Q3J2ZzD2sxVRfobn9SU+j0asGfdbta9vqZIf9P+zUnqXI/dK3ex/p21RfqbnZVMYvskspdksXHy+iL9yUNaUqdNXbIW7GTTlA1F+ltcdBC1W9Rhx5ztbJm+qUh/y2GtqdWkFtt/3MbWL4sOSGp1ZRvi6yew7dvNbHtnHvyyOHDFV8MFV9P6i/8j7sP32LK9LTt+2g7PhR5jyi3tANg8bSM754bOWWO1jDbX+2EcGz9eT/bC0IlT4urF0/qqFAA2vLeOXUuzQ/oTGidw0GV+Isv176xh98rdIf21kmvT8uJWAKwdv5qc9XtC+uu0qUPykIMAWPPKSnK35Ib0101LpPmgFgCsenEF+TvzQvoTOyXR7PRkAFb+Zzkux4X01+tenyYn+w88hZ93ELnn3onAZ3+EBz9szsTv63Hyobv4+zlrabkZVjy9b/+oee7N2MK2GVuL9Lce3pa42nFs+WKTf+4VUpXPvQqi951S8XbtgrvugiefLNo3aZIfVSMSpVSokXD+CHRwzhV991ECM3sBGASsc871CLSFHaJvZn8GrgHygFudcx9V1AFIKcybB6ee6r9lCPb883DNNZGJSaR6K1fuLMEcYKSZNQOygYHATKClc241gHNutZm1KG5nMxsODAfoclCXCgqpBlm0CAafAQ2OgG7n7mtvfzCktoXMZVA7Dr4o+kFcolfLlpD5CiR1ht0rYf07kY5IqPjcKTWVc/Dcc3D99UX7HnkERozwo8ZFopw55/a/ldQ4ZjYJGFrwLW4Z9jsB2AG8HFSo+TuwyTn3sJndDTRxzt1lZt2A1/BD+lsDnwCdnHN5Ya4egD59+riZM2eW/aDEy831E6RlZIS2n3QSvP66X3pQqqUVEycyPyOD7NWrSWzVii4jRpAyeHCkw6o2zOx751yfA7yOcuXO/VznNcDN+Nw6D1+wuco51zhom83OuSYlXY9yZynl5MCdd8I//xna3rcvvP22lmMVKSRac2dFUe6sJv77Xxg4sOiybldcAU895VcoFYki+8udGlEj4eQBP5nZNGDveOr9LZPonPvMzNIKNYcboj8YGOec2w0sMbPF+KLN1xUQvxQ2YwaccALsDh0ezxtvwAUXRCYmqTArJk5kdno6edl+iHr2qlXMDpzKpmJNlSpX7iyJc240MBrAzP4fsAJYa2atAqNpWgHrDixsYdo0OOWUou3jxsHFF1d9PCI1S4XnTqkBlizx+fm770LbjzzSr+bUvn1k4hKpACrUSDgTAj8VIdwQ/Tb4pRgLrAi0SUXZtQtuucXPYB9syBAYMwYaNoxIWFLx5mdk7C3SFMjLzmZ+RoYKNVVrAhWXOwEwsxbOuXVmlgqcBxwDtAeuAB4O/J5YkbdZY2zdCpdf7ucqCHbRRf4UUH0DK1JVJlDBuVNi1Pbt8Pvfw0svhbbXqweTJ/vJ3kVigAo1Uizn3EtmVhvoFGha4JzLqeCbseJuutgNg+ZZSNUamvs3dSqcdlrR9o8/9jPeS8zJXr26TO1SOSopd74VmKMmB7jZObfZzB4GXg+cFrUcuPAAb6NmefllPxw+WEICTJ8Oxx0XkZBEarIqet8p1VV+vj9l/65i5sz/z3/guuv8ak4iMUSFGimWmZ2EP01pKb6g0tbMrnDOfVaOqws3RH8FELycUApQdOkGwDk3ChgF/lzhcsQQ+7Zvhyuv9HMoBLv6avjXv6Bu3YiEJVUjsVUrslcVffkktmoVgWhqrgrOnQA45/oV07YROLW811kj/fgjDB0KCxeGtt99NzzwgC/UiEhEVEbulBjw3nvFr8x0221+tVK9t5UYpnclEs5jwOnOuQUAZtYJP/HvEeW4rkkUP0R/EvCqmf0DP5lwR2DGAcZd87z9Npx/fmhbrVrw2Wdw9NGRiUmqXJcRI0LmqAGIT0yky4gREYyqRqrI3CkHKjcX6tTx38YG69gR3n8fOnSITFwiUliF504zuw24Dl/4ec4598+SViKVKDF3rj9Ff9Gi0Pb+/f3pTvoCSmoIrU0m4dQq+GcJ4JxbCNTa305m9hp+MuDOZrYiMCz/YaC/mS0C+gcu45ybC7yOX8XkQ/yQ/hJXfJKADRv8pJdmoUWaP/4R9uzxPyrS1CgpgwfTc+RIElu3BjMSW7em58iRmp+m6pUrd0oF+89/fH6sVSu0SHPZZf7ywoUq0ohElwrNnWbWA1+k6Qv0AgaZWUfgbmCqc64jMDVwWSJt40Y491yft3v02Fekad0aZs70S25//LGKNJG2JBMmpMGrcf73ksxIRxTTNKJGwplpZqOBsYHLw4Dv97eTc+6SMF3FDtF3zo0ERpYrwprohBPg889D21q08HPS9OgRmZgkaqQMHqzCTOSVK3dKBdi0CZo1K75vwQLo1Kn4PhGJBhWdO7sC3xQs921m/wWGEH4lUqlqOTlw773w0ENF+7TaXvRZkgkzhkNeYPnzrGX+MkD7YZGLK4apUCPh3AjcDNyKHzL6GfBMRCOqqb75Bo45pmj7Aw/AX/4CcRoYJxJFlDur2rXXFl3ZDuDWW+GJJ6o+HhEpj4rOnXOAkYGJ2LOBgcBMwq9EGtaedXtY8fSykLb6hzWg8fFNyd+Tz6pRvxXZp2HfRjTs25i8HbmsHrOySH+j45rQ4PCG5GzOYW1m0fnlGp/UlPo9GrBn3W7Wvb6mSH/T/s1J6lyP3St3sf6dtUX6m52VTGL7JLKXZLFx8voi/clDWlKnTV2yFuxk05QNRfpbXHQQtVvUYcec7WyZvqlIf8thranVpBbbf9zG1i+LnjnW6so2xNdPYNuMLWybsTW0c+1aWj98InG5u9jScyg7Lhjj29ulQbt2YEbKxe0A2DxtIzvn7gjZ3WoZba73C4ts/Hg92QuzQvrj6sXT+qoUADa8t45dS0NXxExonMBBl/lFZte/s4bdK3eH9NdKrk3Li/3InbXjV5Ozfk9If502dUgechAAa15ZSe6W3JD+ummJNB/kn1arXlxB/s7QkwUSOyXR7PRkAFb+ZzkuJ3TqzXrd69PkZP+lQ+HnHUTwubchAfKfoWmr/5DU6Gt2Z3Vh/fK74ecEaL4vzqh+7gGth7clrnYcW77YxI6fthfpT7ml6p57+6NCjRTLObfbzJ4GpuBXYtLs+1XJOUhJgWImh2XqVH/ak4hEHeXOKjJnDhx6aPF9W7ZAo0ZVGo6IHJiKzp3OuZ/N7JHA9e0AZgG5Je+1T/Bqo10O6lLeMKTAtm0w539+FE2w3r2h13GQoDOEo17+rrK1ywEz57SAjhRV3Oz7QFTMvt+nTx83c+bMSIdROd5/H846q2h7165+cjUtPShSaczse+dcnwO8jpNQ7qwczvnTlxYvLto3ZkzR5bZFpEpUh9xpZv8Pv9robcBJQSuRTnfOdS5p32qfOyNl5UoYNgz++9/Q9m7d4K23oIsKYNXKhDR/ulNhSe3g3KVVHU1M2F/u1DkTEk7B7PsnOudOAM4AHo9wTLEpJ8cXYMyKFml++MF/OJk3T0WaGLJi4kQ+6dePdzt04JN+/VgxceL+d5LqQrmzok2Y4PNfXFxokaZxY7+qk3Mq0ohUfxWeOwtOazKzVOA8/CpSBSuRQuhKpFIRsrPhppt8zk5JCS3SfPCBz9dz56pIU5UqagLgXiMhPim0zWpB7g5NLlxJVKiRcLRySWV78UX/j6x27dD2gQP9PzLn4PDDIxObVJoVEycyOz2d7FWrwDmyV61idnq6ijWxQ7mzIuTkwA03+Bw5ZEho3zff+Py4eTPEx0cmPhGpaJWRO98ys3nAu/iVRTcTZiVSOQDOwb/+5fN1UhL8+9/7+h5/HPLy/DZnnhm5GGuqggmAs5YBbt8EwOUpqLQfBn1H+RE0GNRq5h/zPRsP/LqlWJqjRsLRyiWVYccOaNCg+L5ffoGDD67aeKTKzc/IIC87dHKxvOxs5mdkaMWm2KDceSCmT4eTTy7aPniwH1kjIrGqwnOnc65fMW0bCbMSqZTR1KkwYEDReWeuvRb++U+oVy8iYUmQWen7VmkqkJfl28uzUlP7Yfv2m5AGORsr7rqlCI2okXBuBObiZ9+/DZgH3BDRiKqzv//dV50LF2luvHHf6BkVaWqE7NWry9Qu1Y5yZ1lt3epHzZiFFmkuuMD3OacijUjsU+6sDhYvhsMO8/n6tNP2FWmOPRaWLfP5+rnnVKSJFlnLy9YeLdctgEbUSBjOud3APwI/Uh47d8Lw4fDqq0X71q2D5OSqj0kiLrFVK3/aUzHtUv0pd5bB2LFw+eWhbXFxflRNvyJfhItIDFPujGJbt/ovFl97LbS9cWN47z047riIhCWlkJQaZgLg1Oi+bgFUqJFCzOx/+GURi+Wc61mF4VRPkyfDoEFF2x98ENLTqz4eiSpdRoxgdnp6yOlP8YmJdBkxIoJRyYFS7iylZcvgnHNg9uzQ9jvvhJEjIUFvS0RqEuXOKJWTA40a+cmBC3vxRT+Buxa5iH69Rvp5Y4JPf4pP8u3RfN0CqFAjRRVTYZD92rwZLr0UPvwwtP2mm/xEaoUnDJYaq2AemvkZGWSvXk1iq1Z0GTFC89NUf8qd4eTn+yLMPfeEth9yCLz/vl9yW0RqKuXOaHL55X60Y2Hnngvjx+v9bHVTMFfMrHR/SlJSqi+kVMQcMpV53QKoUCOFOOeKjGEzs+bARudc2G88aqxXX4VhhRJSw4YwbRr07h2ZmCTqpQwerMJMjFHuLMb338Mpp8C2baHtzzyzb0UnEanRlDujwCuvwO9+V3zfnDnQvXvVxiMVK3gC4Op03aLJhCWUmR1tZtPN7G0zO9zM5gBzgLVmpnX1ANasgWOO8R8ygos06emQm+vP5VWRRqRGUe4MyM6Gq67y+bFPn31FmtNOg/Xr/USTN96oIo2IAMqdETNvns/DZkWLNC+9tG+hCxVpRCJGI2qksKeBvwCNgE+BAc65b8ysC/Aa8GFJO8cs5/y3wLfcEtqemgoffwydO0cmLhGJFjU7d06a5JfQLmzyZBg4sOrjEZHqombnzqq0Y0fR1UcLDBvmR9aISNTQiBopLME597Fz7g1gjXPuGwDn3PwIxxUZv/7qizBxcaFFmowMP+/CsmUq0ogI1MTcuW6dX07bLLRIc+21fmSNcyrSiMj+1LzcWZWcgxNP9Hm6cJEmMRF27/bbqEgjEnVUqJHC8oP+LjzVe804Vzg/36/QZOYnu1y40LcfdhgsX+7/od1xh4bui0iwmpE7nYOnnvL5r2VLv5Q2QNOm8MMPvv+556Bu3YiGKSLVRs3InVXtscd8no6Lg88+C+1btszn6qwsTQ4sEsV06pMU1svMtgEGJAb+JnA5tt95z5kDp57qvyUO9vzzcM01kYlJRKqL2M6d8+fDGWf4YnWw//f/4K67/IcBEZGyi+3cWZWWL4dLLoGvvira9/77MGBA1cckIuWmQo2EcM7FRzqGKpWb6z9k/OMfoe0nnQSvvw7JyREJS0Sql5jMnTk5Pj8+/nhoe+/eMGECtG0bkbBEJHbEZO6sSjt3wh/+4EcyFnbXXfDww1Ufk4hUCH0FJjXTN9/44Z61aoUWad580w8HnTZNRRoRqdmOPz60SJOZ6fPj99+rSCMhMjMhLc0PrEpL85dFpJLk58M//+lPbapfP7RI8/TTvt85FWlEqjkVaqTmyM6Gq6/2/9iOOcZ/Wwxw3nl+SW3n4PzzIxujiEi0ePxxuO66ffnx0ksjHZFEocxMGD5837QXy5b5yyrWiFSwjz7y72Hj4/0omgI33uhH1jgHN9+sORRFYoROfZLYt2oVtGlTtP3jj6F//6qPR0SkOjj2WP8jUoL0dD8nabCsLN8+bFhkYhKJGQsW+C8U580LbT/xRL9SU0pKZOISkUqnETUS+154Yd/fV1+9b9lYFWlEREQOSOH5pffXLiL7sXkzXHSRHxnTpcu+Ik1ysj913zm/4p6KNCIxTYUaiX133w1r1vh/bKNHa9lYERGRCpKaWrZ2ESlGbi787W++ONO0Kbzxxr6+sWP9e9h16+CooyIWoohULRVqJPYlJEDLlpGOQkREJOaMHAlJSaFtSUm+XUT24/XXfXGmVi2477597X/+M+zZ4ws0l10WufhEJGI0R42IiIiIlEvBPDTp6f50p9RUX6TR/DQiYfzwA5xzDqxcGdo+eDA8/zw0bx6ZuEQkqqhQIyIiIiLlNmyYCjMiJVqzBi6/HKZMCW3v2BHefht69IhMXCIStXTqk4iIiIiISEXatQtuv92f2tSqVWiRZuJEf1rTwoUq0ohIsTSiRkREREREpCJMnAjnnlu0/ZFHYMQIiNP35CKyfyrUiIiIiIiIHCjnQos0V1wBTz0FDRpELCQRqZ5UqBERERERETlQZvDLL/7vgw+ObCwiUq2pUCMiIiIiIlIRVKARkQqgkyRFREREREQkui3JhAlp8Gqc/70kM9IRiVQaFWpEREREqlBmJqSl+TlF09L8ZRERKcGSTJgxHLKWAc7/njFcxRqJWSrUiFSyFRMn8km/frzboQOf9OvHiokTIx2SiIhESGYmDB8Oy5b5eUeXLfOXVawRESnBrHTIywpty8vy7SIxSIUakUq0YuJEZqenk71qFThH9qpVzE5PV7FGRKSGSk+HrEKfNbKyfLuIiISRtbxs7SLVnAo1IpVofkYGednZIW152dnMz8iIUEQiIhJJy8N8pgjXLiIiQFJq2dpFqjkVakQqUfbq1WVqFxEpzMz+YGZzzWyOmb1mZnXNrKmZTTGzRYHfTSIdp5ROapjPFOHaRUQE6DUS4pNC2+KTfHt1pcmRpQQq1IhUosRWrcrULiISzMzaALcCfZxzPYB4YChwNzDVOdcRmBq4LNXAyJGQVOizRlKSbxcRkTDaD4O+oyCpHWD+d99Rvr060uTIsh8q1IhUoi4jRhCfmBjSFp+YSJcRIyIUkYhUQwlAopklAEnAKmAw8FKg/yXg3MiEJmU1bBiMGgXt2oGZ/z1qlG8XEZEStB8G5y6FS/P97+papAFNjiz7lRDpAERiWcrgwYCfqyZ79WoSW7Wiy4gRe9tFRErinFtpZhnAciAb+Ng597GZtXTOrQ5ss9rMWkQ0UCmTYcNUmBERqdE0ObLshwo1IpUsZfBgFWZEpFwCc88MBtoDW4A3zOyyMuw/HBgOkKpJUERERKJDUmrgtKdi2kXQqU8iIiLR7DRgiXNuvXMuB3gbOBZYa2atAAK/1xW3s3NulHOuj3OuT3JycpUFLSIiIiWIxcmRpUKpUCMiIhK9lgNHm1mSmRlwKvAzMAm4IrDNFcDECMUnIiIiZRVrkyNLhdOpTyIiIlHKOfetmb0J/ADkAj8Co4D6wOtmdg2+mHNh5KIUERGRMms/TIUZCUuFGhERkSjmnLsXuLdQ82786BoRERERiTE69UlEREREREREJEqoUCMiIiIiIiIiEiVUqBERERERERERiRIq1IiIiIiIiIiIRAkVaqTKmNltZjbHzOaa2e2BtqZmNsXMFgV+N4lwmCIiIiIiIiIRo0KNVAkz6wFcB/QFegGDzKwjcDcw1TnXEZgauCwiIiIiIiJSI6lQI1WlK/CNcy7LOZcL/BcYAgwGXgps8xJwbmTCExEREZFYYWZ/CIzinmNmr5lZXY3kFpHqIiHSAUiNMQcYaWbNgGxgIDATaOmcWw3gnFttZi32d0V71u1hxdPLQtrqH9aAxsc3JX9PPqtG/VZkn4Z9G9Gwb2PyduSyeszKIv2NjmtCg8MbkrM5h7WZq4r0Nz6pKfV7NGDPut2se31Nkf6m/ZuT1Lkeu1fuYv07a4v0NzsrmcT2SWQvyWLj5PVF+pOHtKROm7pkLdjJpikbivS3uOggareow44529kyfVOR/pbDWlOrSS22/7iNrV9uLtLf6so2xNdPYNuMLWybsbVIf+vhbYmrHceWLzax46ftRfpTbmkHwOZpG9k5d0dIn9Uy2lyfCsDGj9eTvTArpD+uXjytr0oBYMN769i1NDukP6FxAgdd1gaA9e+sYffK3SH9tZJr0/LiVgCsHb+anPV7QvrrtKlD8pCDAFjzykpyt+SG9NdNS6T5IP+0WvXiCvJ35oX0J3ZKotnpyQCs/M9yXI4L6a/XvT5NTm4GUOR5B3ruxdJzT0REYoOZtQFuBbo557LN7HVgKNANP5L7YTO7Gz+S+64IhioiUiyNqJEq4Zz7GXgEmAJ8CMwCckvcKYiZDTezmWY2Mycnp5KiFBEREZEYkQAkmlkCkASsQiO5RaSaMOfc/rcSqWBm9v+AFcBtwEmB0TStgOnOuc4l7dunTx83c+bMqghTRGoQM/veOdcn0nFUFuVOEakM0Zo7zew2YCR+JPfHzrlhZrbFOdc4aJvNzrkST39S7hSRyrC/3KkRNVJlCk5rMrNU4DzgNWAScEVgkyuAiZGJTkRERERiQWDumcFAe6A1UM/MLivD/ntHcq9fX/S0YRGRyqZCjVSlt8xsHvAucLNzbjPwMNDfzBYB/QOXRURERETK6zRgiXNuvXMuB3gbOBZYGxjBTeD3uuJ2ds6Ncs71cc71SU5OrrKgRUQKaDJhqTLOuX7FtG0ETo1AOCIiIiISm5YDR5tZEv7Up1Pxi1jsxI/gfhiN5BaRKKZCjYiIiIiIxAzn3Ldm9ibwA37xih+BUUB94HUzuwZfzLkwclGKiISnQo2IiIiIiMQU59y9wL2FmnejkdwiUg1ojhoRERERERERkSihQo2IiIiIiIiISJRQoUZEREREREREJEqoUCMiIiIiIiIiEiVUqBERERERERERiRIq1IiIiIiIiIiIRAkVakREREREREREooQKNSIiASsmTuSTfv14t0MHPunXjxUTJ0Y6JBERERERqWESIh2AiEg0WDFxIrPT08nLzgYge9UqZqenA5AyeHAkQxMRERERkRpEI2pERID5GRl7izQF8rKzmZ+REaGIRERERESkJlKhRkQEyF69ukztIiIiIiIilUGFGhERILFVqzK1i4iIiIiIVAYVakREgC4jRhCfmBjSFp+YSJcRIyIUkYiIiIiI1ESaTFhEhH0TBs/PyCB79WoSW7Wiy4gRmkhYRERERESqlAo1IiIBKYMHqzAjIiIiIiIRpVOfRERERERERESihAo1IiIiIiIiIiJRQoUaEREREREREZEooUKNiIiIiIiIiEiUUKFGRERERERERCRKqFAjIiIiIiIiIhIlVKgREREREREREYkSKtSIiIiIiIiIiEQJFWpERERERERERKKECjUiUm4rJk7kk379eLdDBz7p148VEydGOiSRmGJmnc3sp6CfbWZ2u5k1NbMpZrYo8LtJpGOtSJmZkJYGcXH+d2ZmpCMSEakGlmTChDR4Nc7/XqLkKVJdqVAjIuWyYuJEZqenk71qFThH9qpVzE5PV7FGpAI55xY45w5zzh0GHAFkAe8AdwNTnXMdgamByzEhMxOGD4dly8A5/3v4cBVrRERKtCQTZgyHrGWA879nDFexRqSaUqFGRMplfkYGednZIW152dnMz8iIUEQiMe9U4Bfn3DJgMPBSoP0l4NxIBVXR0tMhKyu0LSvLt4uISBiz0iGvUPLMy/LtIlLtqFAjIuWSvXp1mdpF5IANBV4L/N3SObcaIPC7RXE7mNlwM5tpZjPXr19fRWEemOXLy9YuIiJAVpgkGa5dRKKaCjUiUi6JrVqVqV1Eys/MagPnAG+UZT/n3CjnXB/nXJ/k5OTKCa6CpaaWrV1ERICkMEkyXLuIRDUVakSkXLqMGEF8YmJIW3xiIl1GjIhQRCIxbQDwg3NubeDyWjNrBRD4vS5ikVWwkSMhKSm0LSnJt4uISBi9RkJ8oeQZn+TbRaTaUaFGRMolZfBgeo4cSWLr1mBGYuvW9Bw5kpTBgyMdmkgsuoR9pz0BTAKuCPx9BRAzs3gPGwajRkG7dmDmf48a5dtFRCSM9sOg7yhIageY/913lG8XkWonIdIBiEj1lTJ4sAozIpXMzJKA/sD1Qc0PA6+b2TXAcuDCSMRWWYYNU2FGRKTM2g9TYUYkRqhQIyIiEsWcc1lAs0JtG/GrQImIiIhIjNGpTyIiIiIiIiIiUUKFGhERERERERGRKKFCjYiIiIiIiIhIlFChRkREREREREQkSqhQIyIiIiIiIiISJVSoERERERERERGJEirUiIiIiIiIiIhECXPORToGkTIxs/XAskjHUQbNgQ2RDqKSxfox6viqt9IeXzvnXHJlBxMpyp1RJ9aPD2L/GHV8nnJndNHzsnqL9eOD2D/GCsmdKtSIVDIzm+mc6xPpOCpTrB+jjq96i/Xji1Wx/rjF+vFB7B+jjk+iUaw/bjq+6i/Wj7Gijk+nPomIiIiIiIiIRAkVakREREREREREooQKNSKVb1SkA6gCsX6MOr7qLdaPL1bF+uMW68cHsX+MOj6JRrH+uOn4qr9YP8YKOT7NUSMiIiIiIiIiEiU0okZEREREREREJEqoUCNSTmbW1symmdnPZjbXzG4LtP/NzFaa2U+Bn4Fh9l9qZv8LbDOzaqPfv3DHF+j7vZktCLT/Pcz+Zwa2WWxmd1dd5KVTAccX1Y8flPgcHR/0/FxqZj+F2b9aPoZlOL6ofwxjkXKncmd1fPxiJW+Ccmd1pdyp3FkdH79YyZ0RyZvOOf3oRz/l+AFaAb0DfzcAFgLdgL8BI0qx/1KgeaSPoxzHdzLwCVAn0NeimH3jgV+Ag4HawCygW6SPqaKOrzo8fiUdY6FtHgPuiaXHsDTHV10ew1j8Ue5U7qyOj1+hbapt3jzQY6wOj2Gs/ih3KndWx8ev0DbVNndGIm8mICLl4pxbDawO/L3dzH4G2kQ2qopTwvFdBzzsnNsd6FtXzO59gcXOuV8BzGwcMBiYVxWxl8YBHl+1UMIxzgMwMwMuAk4pZvfq/BiW5vgkQpQ7lTujWaznTVDurK6UO5U7o1ms585I5E2d+iRSAcwsDTgc+DbQdIuZzTazF8ysSZjdHPCxmX1vZsOrIs7yKnR8nYB+Zvatmf3XzI4sZpc2wG9Bl1cQxW8mynF8UI0ePyj2OQrQD1jrnFtUzC7V+TEsUNLxQTV7DGORcmcR1fl1F3O5M9bzJih3VlfKnUVUq9eecmcR1fnxK1DheVMjakQOkJnVB94CbnfObTOzfwMP4F+QD+CHwV1dzK7HOedWmVkLYIqZzXfOfVZlgZdSMceXADQBjgaOBF43s4NdYFxfwW7FXFVULjFXzuODavL4QdFjDOq6BHgt3G7FtFWLxzCoq6Tjg2r0GMYi5U7lTqrR4xfUFRN5E5Q7qyvlTuVOqtHjF9QVE7mzKvOmRtSIHAAzq4V/sWY6594GcM6tdc7lOefygefww/mKcM6tCvxeB7wTbrtIKu748FXut503A8gHmhfadQXQNuhyCrCqsuMtqwM4vmrx+EHYYyTwxuA8YHyYXavzY1ia46s2j2EsUu5U7qyGj1/M5E1Q7qyulDuVO6vh4xczubOq86YKNSLlZGYGjAZ+ds79I6i9VdBmQ4A5xexbz8waFPwNnF7cdpEU7viACQTOvzSzTvhJvzYU2v07oKOZtTez2sBQYFKlB10GB3J81eHxgxKPEeA0YL5zbkWY3avzYwj7Ob7q8hjGIuVO5c6Cv6lejx/EQN4E5c7qSrlTubPgb6rX4wcxkDsjkjddFMyirB/9VMcf4Hj8sLzZwE+Bn4HAWOB/gfZJQKvA9q2B9wN/H4yf0XwWMBdIj/TxlOH4agOvBBLMD8AphY8vcHkgfkb0X2Lt+KrD41fSMQb6xgA3FNo+Jh7D0hxfdXkMY/FHuVO5szo+foG+ap83D/QYq8NjGKs/yp3KndXx8Qv0VfvcGYm8aYGdRUREREREREQkwnTqk4iIiIiIiIhIlFChRkREREREREQkSqhQIyIiIiIiIiISJVSoERERERERERGJEirUiIiIiIiIiIhECRVqRERERERERESihAo1IiIiIiIiIiJRQoUaEQlhZgeZ2Tgz+8XM5pnZ+2bWKYLxNDazmypiPzP7qoJiSvz/7d1biF3VHcfx78/EWKs2kgSlD2JQpK2KVURQqWC0PvlQFbGIl4Kij6Lii6WUoAiC176Il1IvfRBFYqqiJcU2KoIX1DFmFEFQQUshrZaa1Gvy92HvM9k5njkXjeOR+X5gkb3X2vu/1zpk/mtYe3EmyVNJloxxbSX5c+d8aZItSR6b59qbOudXJVnbHi9L8nSSpbtjDJJ2H/PmWLHNm5J2Ye4cK7a5c5FyoUbSnCQBHgY2VtWhVXU48FvgwO+wW/sDAyfNNObLY1+5r6pO3E19ughYV1Xbx7h2G3Bkkr3b89OA9+e59lPgrCSr+huq6jPgSeDXX6O/kr4l5s2xmTclzTF3js3cuUi5UCOpaw3weVXd3quoqpmqeibJlUk2t+XyXnuS1UneSHJXktkkG3oTRJILk2xK8mpvhT/J+UleSDKT5I7eG4Ihca4HDm2vv6Fz3W3Ay8BBSdYneam979K2a7vc1z5ja6ffXxnPsLH0OQ/4SyfWxiQ/aY9XJtncd/0TwOnt8bnA/fN8/l8AdwJXzNO+vn22pOlh3jRvSpqcudPcqWGqymKxWKgqgMuAWwbUHwu8BuwD7AvMAse0batpkv3R7fmDwPnAEcCbwKq2fgXwM+BRYM+27jbgwhFxVgObO31ZDewAju/UrWj/3RvYDKzsv69t3zpsPPP1oS/GMuBffXXvAXu0x2uA+7vPBI4CHgJ+AMwAJwOPDfictwI/At4BlgNXAWs77UuALd/1/xOLxbKzmDfNmxaLZfJi7jR3WoYXd9RIGscvgIeraltVbQXWASd12t+uqpn2+CWayecU4KGq+jdAVX0AnEozYb2YZKY9P2REnEHerarnOueXJXkVeA44CDjsG4xnVB9WAf/tnSQ5GHi/qna0VUcBm7o3VNWmNs65wOPDOlZV/wPuo/kFpr9tO/BZkv2Gjk7SNDBv7mTelDQuc+dO5s5FzC8IktQ1C5w9oD4j7vu0c7yd5i1DgBoQ596qunqCOINsmwuYnAz8Ejihqv6fZCPNW4Rhho1nVB8+7ot/NLtOkscCDwyI+whwI82bjZUj+ncrzRbbuwe07QV8MuJ+SQvHvGnelDQ5c6e5U0O4o0ZS19+BvZJc0qtIchzwCnBGkh8m2Qc4E3hmRKwngXOSrGzjrGjrzk5yQK+ufTswzEfAsNX85cCH7YT5U+D4Me57+muMB4Cq+hBYkqQ3cf6cdhJNchjwK5otrv3+BFxTVYPa+p/xAc0W2Iu79e1nuaWqPh+nr5IWhHlzBPOmpAHMnSOYOxc3F2okzamqoplATkvzpxJngbXAP4F7gBeA54E/VtUrI2LNAtcBT7VbRG+uqteB3wEbkmwC/gb8eESc/wDPtl/AdsOAS/4KLG3jXUuzFXXofVX18qTj6bOBZisrNG839mjH+HvgDeA3A8bxXlX9YYJn3ESz5bVrDSO2sUpaWObNsZk3Jc0xd47N3LlIpfkZkSSNK8kxwJVVdUGSt2i+5O6jBXjuOuDqqnrz236WJO1O5k1Jmpy5c/FyR40kTah9E/KPJMuBHQs0YS4D1jthSvo+Mm9K0uTMnYuXO2okSZIkSZKmhDtqJEmSJEmSpoQLNZIkSZIkSVPChRpJkiRJkqQp4UKNJEmSJEnSlHChRpIkSZIkaUq4UCNJkiRJkjQlXKiRJEmSJEmaEi7USJIkSZIkTYkvAf/MQaJLT467AAAAAElFTkSuQmCC\n", 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\n", 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veB8zgC1mdpuZxQVem25mdmgx938rfpLyf1hgbjEz62FmufPelJSPd+cFYKSZHRLI++0DhfCyxlhQRbxuBb0K/Mv85PJN8LlgfCnjExEpkYo4IiISLd41s234AkQycLFzrtBVcefcdPzcHG/iexocSGCuBOfcevwkmrfgP5zfCgxyzq0rxzg3mdl2/Eo2JwNnO+fGBB7/V/yKOd/ivwQcBAQPj/kEf6V/lZnlxnQbfhjUd4Fu/dMoYe4E59z3wHZ81/3gL4wdAuduCzz+M865zwDM7EPzw2t2yzn3lXOuqCvKHwUebyF+6MAOCgxFKsKF+J4b8/G9lf5emhgKuBhIdc797PyKYKucc6uAJ4BBZtYoUDD6Fr+y06Sg5/IX/mr7P/FFh7+Af1DM56NAr6Yb8MWajfir9ZOD9n+In9j3U/zvLHcy39yJiMv0uwy6X+ecm+6c21CK1+N8/IS7G/AFxGLn0Nnd8aV8fcbhCyWrgDr41ye3l0Yy8HVgyMvhpYi9oFeAky1/Ba8G+C/Hm/HDbNoDJzq/Yh3Ac/g5fX7G93B7P9BWnEMCx27FT747rEBOGQr0xv+uHwDOCsxvUmZm1gJfMH6nNMcHCmF3EZhLqxj34wsFm8xsZDHHvIL//7gc+JXCE8K/CHQJ3Mc7gcc9FV8MXYzvVfUCvjdKUXF+AxwT+PenmW0ARuMLcCXm491xzr2Ofw9NwP+O3gEalTXGIpT761bE+ffhC6Rz8e+xH9m7eY5ERPKYK/2chiIiIiJSSuaXjZ8H1C4w/0WVYGafAeOdcy9U4GP8F1jjnHu8oh6jMpjZI/hJ0p8JdywiIhLdVMQRERERKSeBYTfv44fOvQzkOOdOD2tQFaQyijgiIiISSsOpRERERMrPlfihR3/g5xy6OrzhiIiISFWinjgiIiIiIiIiIlFAPXFERERERERERKKAijgiIiIiIiIiIlGgRrgDECmrJk2auLZt24Y7DBGpYmbNmrXOOdc03HFUFOVOEakIyp0iImW3N7lTRRyJOm3btmXmzJnhDkNEqhgzWxruGCqScqeIVATlThGRstub3KnhVCIiIiIiIiIiUUBFHBERERERERGRKKAijoiIiIiIiIhIFChxTpxZs2Y1q1GjxgtAN1TwqUg5wLysrKzLDznkkDXhDkZEREREREREIk+JRZwaNWq8sN9++3Vu2rTpxpiYGFdZQVU3OTk5tnbt2i6rVq16ATgt3PGIiIiIiIiISOTZXe+abk2bNt2iAk7FiomJcU2bNt2M7/EkIiIiIiIiIlLI7oo4MSrgVI7A66whayIiIiIiIiJSpIgvGsTGxh6SmJjYJfffggULavXs2TMRYMGCBbWeffbZRrnHfvPNN3GTJk3at6yP0adPn05ffPFFfEntRx11VPt169bF7s1zERGJRmmpqUzr359327dnWv/+pKWmhjskEZGIl5ICbdtCTIy/TUkJd0RVj5mNMbM1ZjYvqO1hM5tvZnPN7G0zaxC07w4zW2RmC8zshLAELSKylyK+iFO7du2c+fPn/5r7r1OnTrt++umn+QC///577UmTJuUVcWbOnBn//vvvl7mIUxqff/75oiZNmmRXxH2LiESqtNRU5iYlkbFiBThHxooVzE1KUiFHRKQEKSkwYgQsXQrO+dsRI1TIqQBjgRMLtE0FujnnugMLgTsAzKwLMBToGjjnGTPTBVoRiTolTmwcqeLj43ump6f/lJSU1OrPP/+sk5iY2OXMM8/cMGbMmKY7duyISUxMrHfLLbesPPfcczdfdtllrX/77be47OxsS0pKWnHBBRds2rZtmw0dOrTdwoUL63To0GHHjh07bHeP2apVq4Nmzpz525YtW2JOOumkDn369Nk2c+bMes2bN9/10UcfLapXr5775Zdfal911VWtN2zYUKNOnTo5L7zwwtKePXvuqIzXRESkIswfNYrsjIyQtuyMDOaPGkXC4MFhikpEJLIlJUF6emhberpvHzYsPDFVRc65L8ysbYG2j4M2vwPOCvw8GJjonNsJLDazRUAf4NuSHmPHhr9YOP7GkLaGnY+m6SGnk5O5g0WTbit0TuPuJ9K4+0lkpW/iz7fuKrS/Sa/BNOpyDLu2rGHJ5ORC+5sddi4NOvyNHeuXsezDRwrt3++IC9mnXW/SV/9O2tSnC+1vOeAK6iV0Y1vaPFZ89nyh/QkDryO+eQe2LJ7Jqq/HFdrf+qRbqNO4NZt+/4Y1308qtL/taUnU2qcZG379hHU/Fr6oc8AZd1MjvgHr537I+rlTCu1vf+6DxNSsw9pZ77Dxt08L7e94wRMArP5uIpsXhf56YmrUpv3QhwBY+dUrbF0yK2R/jbh9OeDMewBY/uloti//JWR/zfpNaTf4XwD8NfUpMlYvCtlfu9H+tDl5JABLPxjFzg1/heyPa96e/QdeD8Di1PvI3Lo2ZH/dVl1pdfQIAP58806yMjaH7K/f9hBa9LsIgEUTbyUna2fI/n3b96X54UMBCr3vQO+9qvTe2xsRX8TZuXNnTGJiYheA/ffff+fUqVP/yN2XnJy8/JFHHmn+6aefLgJo3rx55syZM+u+8sorywCuu+66VkcfffSW119/fcm6detie/fu3fm0007b8uijjzaNi4vLWbhw4a/ff/993BFHHNGlLDEtW7aszvjx4//829/+tvTkk08+4JVXXml4zTXXbLj88svbjB49eulBBx2085NPPql79dVXt/7uu+8WlufrISJSmTJWrixTu4iIwLJlZWuXCnMpkPtNsBW+qJMrLdBWiJmNAEYAdGzVsCLjExEpM3Ou+HmL58yZs6RHjx7rALj00v2ZN6/QvDF7pVu3dMaM+aukQ3J73RTV9t5779UPLuI8+eSTjYOLON26deu8c+fOmNjYWAewefPm2Pfff//3W2+9tdUNN9yw5rTTTtsK0KVLl87PPvvs0iOPPDLkmkmfPn06jRo16q8jjzwyPbgnzvHHH99x6dKl8wCSkpL2y8zMtKSkpNXNmzc/uG3btnk9b3bt2mV//vlnaAmuBHPmzGnSo0ePtqU9vrrq3bu3mzlzZrjDEKkWpvXv74dSFRDXsiXHffllGCKqOGY2yznXO9xxVBTlTpHK07atH0JVUJs2sGRJZUdTscKdOwM9cd5zznUr0J4E9AbOcM45M/sf8K1zbnxg/4vAB865N0u6f+VOEakIe5M7I74nzt5wzvHGG28s6tGjx86C+8x2O4KqWLVq1cqrfMXGxrqMjIyY7Oxs6tevnzV//vxf9/iORUQiTOLIkcxNSgoZUhUbF0fiyJFhjEpEJLIlJ/s5cIKHVMXH+3apeGZ2MTAIONblX7FOA/YPOiwBKHyVQkQkwpW+iLObHjPhsO+++2Zv27Ytb0KyffbZJ3vbtm15kzUfffTRWx555JHmY8eOXRYTE8PXX38dd8QRR2T069dv2/jx4xudeuqpW3/44Yc6Cxcu3OseRo0aNcpJSEjYNWbMmIaXXnrpxpycHL7//vu4vn37Zuz+bBGRyJQ77838UaPIWLmSuBYtSBw5Muzz4aSlpkZcTCIiuXLnvUlK8kOoWrf2BRzNh1PxzOxE4DbgKOdccC/7ycAEM3sUaAl0AGaEIUQRkb0S1T1x+vTpk1GjRg3XqVOnLueff/66q666av2oUaNaJCYmdrnllltWPvDAAytGjBjROjExsYtzzhISEnZ++umni0aOHLlm6NCh7Tp27Nila9eu6QcddND28ojn1Vdf/fOKK65o8+CDD7bIysqyIUOGbFARR0SiXcLgwRFVIMldMSu3d1DuillARMUpItXbsGEq2lQ0M3sVGAA0MbM04C78alS1gamBnvffOeeucs79YmavAb8CWcC1zjmtPCsiUaf0c+JIhdOcOKWjscki1VtFzdMT7nkdKppyp4hUBOVOEZGy25vcGbP7Q0RERCJHVVwxy8zGmNkaM5sX1Pawmc03s7lm9raZNQjad4eZLTKzBWZ2QliCFhEREZFKpyKOiIhElbgWLcrUHiXGAicWaJsKdHPOdQcW4ocIYGZdgKFA18A5z5hZLCIiIiJS5amIIyIiUSVx5Ehi4+JC2qJ9xSzn3BfAhgJtHzvnsgKb3+FXUgEYDEx0zu10zi0GFgF9Ki1YEREREQmbqJ7YWEREqp9IXTGrgl0KTAr83Apf1MmVFmgr0Y4Nf7Fw/I0hbQ07H03TQ04nJ3MHiybdVuicxt1PpHH3k8hK38Sfb91VaH+TXoNp1OUYdm1Zw5LJhddObnbYuTTo8Dd2rF/Gsg8fKbR/vyMuZJ92vUlf/TtpU58utL/lgCuol9CNbWnzWPHZ84X2Jwy8jvjmHdiyeCarvh5XaH/rk26hTuPWbPr9G9Z8P6nQ/ranJVFrn2Zs+PUT1v2YWmj/AWfcTY34Bqyf+yHr504ptL/9uQ8SU7MOa2e9w8bfPi20v+MFTwCw+ruJbF70bci+mBq1aT/0IQBWfvUKW5fMCtlfI25fDjjzHgCWfzqa7ct/Cdlfs35T2g3+FwB/TX2KjNWLQvbXbrQ/bU72hc2lH4xi54bQRUbjmrdn/4HXA7A49T4yt64N2V+3VVdaHT0CgD/fvJOsjM0h++u3PYQW/S4CYNHEW8nJ2hmyf9/2fWl++FCAQu870HuvKr33RESkcqmIIyIiUSfSVsyqSGaWhF9JJSW3qYjDilylwMxGACMAOrZqWCHxiYiIiEjl0epUEUSrU5WOVgkQkYoQ7hVWzKwt8J5zrltQ28XAVcCxzrn0QNsdAM65+wPbHwH/cc59W+hOgyh3ikhFCHfurGjKnSJSEar06lRmdsjpp5/eLnc7MzOThg0b9jj66KPbl8f9x8fH99zdMePHj2/QsWPHLomJiV26devW+aOPPqqXu+/ss89u26hRox4dOnTourv7ee+99+pPnTq17t7GLCIiVZ+ZnQjcBpyWW8AJmAwMNbPaZtYO6ADMCEeMIiIiIlK5Ir6IExcXl7NgwYK4bdu2GcDbb7+9T/PmzTPLch+ZmWU6vJBTTz11y/z583+dP3/+ry+++OKSq666qk3uvksvvXTd5MmTfy/N/XzyySf1v/zyy3q7P1JERKoTM3sV+BboZGZpZnYZ8DRQH5hqZrPN7FkA59wvwGvAr8AU4FrnXHaYQhcRERGRShTxRRyAY489dvPrr7/eAODVV19tdOaZZ+at4PHpp5/G9+zZM7Fz585devbsmThnzpzaAE8++WTjk0466YBjjjmmff/+/Ttu3rw55qyzzmrbsWPHLh07duwyduzYBrn3cf3117fq1KlTlx49eiT+9ddfheYJ2nfffXNiYvxLtXXr1hiz/OkITjrppG1NmzbNKnjOfffd1+zAAw/s2rFjxy6DBg06YMGCBbVeeeWVps8++2zzxMTELlOmTFExR0REAHDOneeca+Gcq+mcS3DOveica++c2985d3Dg31VBxyc75w50znVyzn0YzthFREREpPJExcTGF1544Ya77rqrxbnnnrvpt99+i7/sssvWf/PNN/UAevTosWPGjBnza9asyTvvvFP/1ltvTfjoo4/+APjxxx/rzZ0795fmzZtnX3311a322Wef7IULF/4KsHbt2liAjIyMmL59+2576qmnll911VUJTz31VNOHHnpoZcEYXnnllQZ33XVXqw0bNtR88803d9vz5sknn9xv6dKlP8fFxbl169bFNmnSJPuiiy5aW69evex77rlndfm+QiIiIiIiIiJS1ZWpiLPsscWdCrbVO6j+hkbHNVmbszMnJu2ZpR0K7t/nkH3XNTiy0fqsLVk1Vrz414HB+1rf1G5BaR73sMMOy0hLS6v9/PPPNzruuONC1rjcsGFD7LnnnttuyZIldczMZWZm5nWT6d+//5bmzZtnA3zxxRf7TJw48c/cfU2bNs0GqFmzphs6dOhmgEMOOWT7tGnT9ikqhosuumjTRRddtOnDDz+sd+edd7Y67rjjFpYUc6dOnTKGDBnS7rTTTts0bNiwTaV5nrL33nnnHd5//33WrFnDtddey/HHHx/ukEREIp5yp4hI2Sl3ikg4RMVwKoATTzxx01133bX/RRddtCG4/bbbbmt11FFHbf39999/effddxft2rUr7znFx8fn5P7snCN4GFSuGjVquNyhUjVq1CArK6uopVvznHTSSduWLl1ae+XKlSUWwD799NPfr7322rWzZs2q26NHjy57Oy+PlM7pp5/O888/z9ixY5k0adJe39+UKVPo1KkT7du354EHHijymB07dtCnTx969OhB165dueuuu/L2XXrppTRr1oxu3boVOi87O5uePXsyaNCgkPa2bdty0EEHcfDBB9O7d+/dPkZJ+0RESiMcuTNXUbmwuPM3bdrEWWedRWJiIp07d+bbb/2CXAsWLODggw/O+7fPPvvw+OOPA0XnVFDuFJG9F2m5s7gc+dhjj9G1a1e6devGeeedx44dO0p8zJJyakmPLyKVo0w9cUrqORNTOyanpP019qmRVdqeN0W5+uqr1+27777Zffr0yXjvvffq57Zv2bIlNiEhYRfAc88916S48wcMGLDl0UcfbTZmzJi/wA+nyu2Nszvz5s2r3aVLl50xMTF89dVX8ZmZmda8efNC8+Dkys7O5o8//qh16qmnbj3++OO3tWzZstHmzZtj69evn71ly5bY0j9rKQvnHM45YmJiuO+++7j22mv36v6ys7O59tprmTp1KgkJCRx66KGcdtppdOnSJeS42rVr88knn1CvXj0yMzPp168fJ510EocffjiXXHIJ1113HRdddFGh+3/iiSfo3LkzW7ZsKbTv008/pUmT/LdzSY9R0j4Rkd0JV+7MVTAXlnT+jTfeyIknnsgbb7zBrl27SE/3i3Z16tSJ2bNn553fqlUrhgwZkvcYBXMqlJxXRUR2J9JyJ1Bkjly+fDlPPvkkv/76K3FxcZxzzjlMnDiRSy65pMTHLCmnFvf4IlI5oqYnzoEHHpj573//e03B9ttuu23Vf/7zn4RevXolZmcXX5O5//77V27atCm2Q4cOXTt16tTlgw8+qF/swQW8+uqrDTt27Ng1MTGxy3XXXdd63Lhxf+b23jn11FPb9evXL3Hx4sW1mzdv3v2xxx5rkpWVZeeff367jh07dunWrVuXK6+8cnWTJk2yzzzzzE3vv/9+A01sXH6WLFlC586dueaaa+jVqxd//fUXt912GyeddBK9evXaq/ueMWMG7du354ADDqBWrVoMHTqU1NTUQseZGfXq+V9nZmYmmZmZeb2+jjzySBo1alTonLS0NN5//30uv/zyUsVS0mOUtE9EpCiRkDuh6FxY3Plbtmzhiy++4LLLLgOgVq1aNGjQoNB9Tp8+nQMPPJA2bdoU2hdMuVNEyiqSc2dJOTIrK4uMjAyysrJIT0+nZcuWpX7MonJqWT/Hikj5iviJjdPT038q2DZo0KCtgwYN2gpw3HHHbV+yZMm83H1PPPHECoAbbrhhPbA+t33ffffNeeutt5aUdP/Dhw/fOHz48I0Fj0lOTl6VnJy8qqj43n333cVFtc+aNatQr6Pu3bvvzJ1YWcrPggULeOmll3jmmWd48sknmTZtGps3b2bRokVcddVVhY7v378/W7duLdQ+atQojjvuuLzt5cuXs//+++dtJyQk8P333xcZQ3Z2NocccgiLFi3i2muv5bDDDisx5r///e889NBDRcZhZhx//PGYGVdeeSUjRozY7WOU9fFFRCIhdxaVC4s7/88//6Rp06YMHz6cOXPmcMghh/DEE09Qt27dkPucOHEi5513Xt52cTkVlDtFpOwiNXcWlyNbtWrFyJEjad26NXFxcRx//PF5c/eU5jEL5tTiHl9EKk/EF3FEdqdNmzZ53d9vuOEGbrjhhhKP//LLL0t1v865Qm3FXaWNjY1l9uzZbNq0iSFDhjBv3rwi58EBeO+992jWrBmHHHIIn332WaH9X3/9NS1btmTNmjUMHDiQxMREjjzyyBIfoyyPLyIC4c+dxeXC4s7Pysrixx9/5KmnnuKwww7jxhtv5IEHHuDee+/NO27Xrl1MnjyZ+++/P6+tuJwKyp0iUnaRmjuLy5E333wzqampLF68mAYNGnD22Wczfvx4Lrjggt0+ZlE5dXefY0Wk4kXNcCqR4hS8Crs7/fv3D5msLffftGnTQo5LSEjgr7/+yttOS0vL635anAYNGjBgwACmTJlS7DFff/01kydPpm3btgwdOpRPPvmECy64IG9/7mM0a9aMIUOGMGPGjFI/RmkeX0QEwp87i8uFxZ2fkJBAQkJCXm+Zs846ix9//DHkPj/88EN69epF8+bN89p2l1NBuVNESi+Sc2dROXLatGm0a9eOpk2bUrNmTc444wy++eabUj1mUTl1d59jRaTiqYgj1c6XX37J7NmzC/0L7tIKcOihh/L777+zePFidu3axcSJEznttNMK3d/atWvZtGkTABkZGUybNo3ExMRiH//+++8nLS2NJUuWMHHiRI455hjGjx8PwPbt2/O6pm7fvp2PP/6Ybt26lfgYZX18EZE9Ud65s7hcWNz5++23H/vvvz8LFvjRytOnTy804eerr74a0u2/uJwKyp0iUjkqK3cWlyNbt27Nd999R3p6Os45pk+fTufOnUv1mAVzakmPLyKVR8OpRIpRo0YNnn76aU444QSys7O59NJL6dq1a97+k08+mRdeeIF169Zx8cUXk52dTU5ODuecc07ecovnnXcen332GevWrSMhIYG77747b8K5oqxevTpv9v+srCzOP/98TjzxRObOnVvsY6xcubLYfSIila20ubO4no0lnf/UU08xbNgwdu3axQEHHMBLL72Ud156ejpTp07lueeey2srLqeCcqeIRJa9zZ1QdI5s2LAhZ511Fr169aJGjRr07Nkzb26wkh6zqJwqIpHBihoLmWvOnDlLevTosa4S46nW5syZ06RHjx5twx1HpOvdu7ebOXNmuMMQkSrGzGY553qHO46KotwpIhVBuVNEpOz2JndqOJWIiIiIiIiISBSIiiLOK6+80sDMDvnpp5/q7Mn55557bptZs2bVAWjVqtVBK1euLDSMrH///h06derUpX379l3PP//81llZWQBkZGTYKaecckDr1q27de/ePXHBggW1ABYsWFDr2WefbZR7/pNPPtn4oosuar1HT1Aq1fTp0+nVqxcHH3ww/fr1Y9GiRUUed+utt9K1a1c6d+7MDTfckDeD/2WXXUaPHj3o3r07Z511Ftu2bcs757PPPuPggw+ma9euHHXUUeUe+4knnkiDBg0KdfkfNmwYnTp1olu3blx66aVkZmYCkJqaSvfu3Tn44IPp3bs3X331VZH3W9z5lfGcRCQ6PP3007Rv3x4zY926/E66zjluuOEG2rdvT/fu3QtNNlzQ9ddfT7169fK258+fT9++falduzajRo0KOfbSSy+lWbNmFbZiVHHP6eGHH86bfLRbt27ExsayYcMGduzYQZ8+fejRowddu3blrrvuKvJ+S3pObdu25aCDDsrLyyJStX3yySf06tWLbt26cfHFF5P7HaOg2NjYvLwTPC9Nac/fU1988UXeUKs33nijVDGV9Fm4NOcHT/bcsmVLTj/99HJ9TiJVXVQUcSZOnNioV69e28aNG9do90eHysrKYtKkSUsPOeSQHSUdl5qa+seCBQt+Xbhw4S/r16+vOWbMmIYATzzxRJN99903a9myZfOuu+661TfffHMCwO+//1570qRJZY5Hwu/qq68mJSWF2bNnc/7553PfffcVOuabb77h66+/Zu7cucybN48ffviBzz//HIDHHnuMOXPmMHfuXFq3bs3TTz8NwKZNm7jmmmuYPHkyv/zyC6+//nqpYxo7diz/+c9/dnvcP/7xD8aNG1eofdiwYcyfP5+ff/6ZjIwMXnjhBQCOPfZY5syZw+zZsxkzZgyXX355kfdb3Pl785xEpGo54ogjmDZtGm3atAlp//DDD/n999/5/fffGT16NFdffXWx9zFz5sy8yYRzNWrUiCeffJKRI0cWOv6SSy7Z4xWj2rZtu9tjintO//jHP/ImH73//vs56qijaNSoEbVr1+aTTz7Jy6tTpkzhu+++K3S/JT0ngE8//ZTZs2ejIRoiVVtOTg4XX3wxEydOZN68ebRp04aXX365yGPj4uLy8s7kyZPLfH5RBgwYwJIlS0o8pnXr1owdO5bzzz+/VDFB8Z+FS3t+8GTPffv25Ywzzij1cxKRKCjibN68OWbmzJn1XnrppSVvv/12w9z29957r37v3r07DRw48MADDzyw6/nnn986OzsbgPj4+J5///vfW3bv3j1x+vTp9fr06dPpiy++iC/pcRo1apQDkJmZaZmZmWZmuY/T4NJLL10PMHz48I3ffPNN/ZycHJKSklrNnDmzXmJiYpe77767GcCqVatq9u/fv0ObNm26XXXVVQkV84pIrn//+9888cQTedtJSUk8+eSTuz3PzNiyZQsAmzdvLnKCODNjx44d7Nq1i507d5KZmZm3vOI+++wD+KvPGRkZ5L5XJkyYwBlnnEHr1r5DVrNmzQD44Ycf6N69Ozt27GD79u107dqVefPm7dFzPvbYY6lfv36h9pNPPhkzw8zo06cPaWlpANSrVy8vvu3bt+f9XNrzi3tOIhK99jR39uzZs8jCSGpqKhdddBFmxuGHH86mTZtYuXJloeOys7P5xz/+wUMPPRTS3qxZMw499FBq1qxZ6JwjjzySRo1Cr5dkZWVx6KGH8tlnnwFwxx13kJSUtNv4y/KcggWvzmJmeb2IMjMzyczMLDKvlvScRCQ67UnuXL9+PbVr16Zjx44ADBw4kDfffLPUj1nS+TfccAP33HMPAB999BFHHnkkOTk5ZXpO4Ave3bt3Jyam9F8Li/ssXFZbt27lk08+UU8ckTKK+CJOSkpKgwEDBmzu3r37zgYNGmR/9dVXecWYn3/+ue4TTzzx14IFC35ZsmRJ7VdeeaUhQEZGRky3bt0y5s6dO/+EE04oun9fEfr169ehadOmPerWrZs9fPjwjQCrV6+u1a5du10ANWvWpF69etmrV6+ukZycvLx3797b5s+f/+tdd921BuDXX3+Nf+edd/787bfffpk8eXLDRYsW6dNbBbrsssvyrkbk5OQwceJEBg8enNc9s+C/X3/9FYAXXniBk08+mYSEBMaNG8ftt99e6L779u3L0UcfTYsWLWjRogUnnHBC3nKMAMOHD2e//fZj/vz5XH/99QAsXLiQjRs3MmDAAA455BBeeeUVwC/feNppp/Gvf/2LW2+9lQsuuKDChgZkZmYybty4vNVXAN5++20SExM55ZRTGDNmTJnOL+45iUj02tPcWZzly5ez//77520nJCSwfPnyQsc9/fTTnHbaabRo0WKv4q9RowZjx47l6quvZurUqUyZMqXYYU17Kz09nSlTpnDmmWfmtWVnZ3PwwQfTrFkzBg4cyGGHHVam+zQzjj/+eA455BBGjx5d3iGLSAXZk9zZpEkTMjMz83rdvfHGG/z1119F3v+OHTvo3bs3hx9+OO+88w5Aiec/8MADTJo0iU8//ZQbbriBl156qUyFmNIoKqZcRX0WLsv54D+jHnvssXlFIREAFqfAO21hQoy/XZwS7ogiTpmWGJ//0lWdCrY16NR/w35/G7Y2e1d6zO8pN3couL9Rt4Hrmh165vrMbetr/PF60oHB+xKHP7tgd4/52muvNbrxxhvXAJx55pkbxo0b16hfv37pAAcddND2Ll267AI455xzNnz55Zf1hg8fvjE2NpZLLrlkY1meG8BXX331e3p6ug0ZMuSAd999d58hQ4ZsKWr1LjMrckmvfv36bWncuHE2QPv27Xf88ccftdu3b59Z1LGy99q2bUvjxo356aefWL16NT179qRNmzbMnj27xPMee+wxPvjgAw477DAefvhhbr755rzhQ7kWLVrEb7/9ltcjZeDAgXzxxRcceeSRALz00ktkZ2dz/fXXM2nSJIYPH05WVhazZs1i+vTpZGRk0LdvXw4//HA6duzInXfeyaGHHkqdOnXyrtqsX7+eY489FoANGzawa9euvD9w48aN46CDDirza3LNNddw5JFH0r9//7y2IUOGMGTIEL744gv+/e9/M23atFKfX9JzEpHotKe5szjF/J0M2V6xYgWvv/56Xu+ZvdW1a1cuvPBCTj31VL799ltq1aoFwLXXXsvXX3+d95gHH3wwAGefffYe9dZ59913OeKII0J6A8XGxjJ79mw2bdrEkCFDmDdvXpkK819//TUtW7ZkzZo1DBw4kMTExLy/LSISufY0d06cOJGbbrqJnTt3cvzxx1OjRtFfv5YtW0bLli35888/OeaYYzjooIM48MADiz0/Pj6e559/niOPPJLHHnuMAw/0X7NeeumlvB5DixYt4uSTT6ZWrVq0a9eOt99+u0zPubiYch+n4GfhspwPvqdjcUP9pZpanAIzRkB2ut9OX+q3AdoNC19cEaZMRZzKtmrVqtjvvvtun4ULF8Zdd911ZGdnm5m5//u//0uDwh8Sc7dr1aqVU1yC3J34+Hg3aNCgTW+//XaDIUOGbNlvv/12LV68uNaBBx6YmZmZybZt22KbNWuWXdS5tWrVyvskGxsb6zIzM/esb6GU2uWXX87YsWNZtWoVl156KVu3bg0pYASbMGECTZs2Zc6cOXlXTs8999yQXiu53n77bQ4//PC8bvMnnXQS3333XcgH7djYWM4991wefvhhhg8fTkJCAk2aNKFu3brUrVuXI488kjlz5tCxY0c2bNjAtm3byMzMZMeOHdStW5fGjRvn/eEfO3YsS5YsCZkX5/vvv+fKK68E4J577gmZEK4od999N2vXruW5554rcv+RRx7JH3/8wbp162jSpEmpzi/pOYlI9Cpr7uzSpUux95WQkBByZTktLa3QMNWffvqJRYsW0b59e8D3cGnfvn2xE8uXxs8//0yDBg1YvXp1Xtv//ve/vJ/btm1b6MvVCSecwOrVq+ndu3eh4n1RJk6cmDeUqqAGDRowYMAApkyZUqYiTu5r06xZM4YMGcKMGTNUxBGJEnuSO/v27cuXX34JwMcff8zChQuLPD43NxxwwAEMGDCAn376iQMPPLDE83/++WcaN27MihUr8tqGDx+eV1AZMGAAY8eODRk2mpSUxPvvvw+w2wJUcTHlKvhZuCznr1+/nhkzZpS5sCRV3Jyk/AJOrux0364iTp4yVTpK6jkTWys+p6T9Nes1zipNz5tg48aNa3jGGWesnzBhwtLctkMPPbTTxx9/XA/8cKr58+fX6tChw6433nij0eWXX762LPefa/PmzTGbNm2KbdOmTWZmZiZTpkzZ94gjjtgKcMopp2waM2ZM4+OOO277Sy+91LBv375bY2Ji2HfffbO3bdsWuyePJ+VnyJAh3HnnnWRmZjJhwoS8K6TFycrKYvPmzSxcuJCOHTsyderUkGFSuVq3bs3zzz/PHXfcgXOOzz//nL///e845/jjjz9o3749zjneffddEhMTARg8eDDXXXcdWVlZ7Nq1i++//56bbroJgBEjRnDvvfeyePFibrvttmIngAt22GGHlfrK+AsvvMBHH33E9OnTQ7rSLlq0iAMPPBAz48cff2TXrl00bty41OeX9JxEJHqVNXeW5LTTTuPpp59m6NChfP/99+y7776FhkydcsoprFq1Km+7Xr16e1XAeeutt1i/fj1ffPEFgwYNYsaMGTRo0GC353300UelfozNmzfz+eefM378+Ly2tWvXUrNmTRo0aEBGRgbTpk3jtttuK/V9bt++nZycHOrXr8/27dv5+OOPufPOO0t9voiE157kzjVr1tCsWTN27tzJgw8+WGSvwI0bNxIfH0/t2rVZt24dX3/9NbfeemuJ5y9dupRHHnmEn376iZNPPpnTTz+9VMM7k5OTSU5O3u1xxcVU0mfh0j4ngNdff51BgwZRp84eLT4sVVX6srK1V1MRPSfO66+/3viMM84IGRY1ePDgjbmrVB188MHbbrnlloSOHTt2bd269c4LL7xw0548zpYtW2JOOeWU9h07duzSuXPnrk2aNMn8xz/+sRbgxhtvXLdx48YarVu37vbUU0/tN2rUqDSAPn36ZNSoUcN16tQpb2JjqXy1atXi6KOP5pxzziE2dvc1tRo1avD8889z5pln0qNHD8aNG8fDDz8M+FVTcrt0nnXWWRx44IEcdNBB9OjRgx49enDqqafinOPiiy/moIMO4qCDDmLlypV5H8A7d+7MiSeeSPfu3enTpw+XX3453bp145VXXqFGjRqcf/753H777fzwww988skne/R8+/fvz9lnn8306dNJSEjI+0Jy1VVXsXr1avr27cvBBx+cN9Hdm2++Sbdu3Tj44IO59tprmTRpUl6PtZNPPjnvyk1x5xf3nEQkupU1dwI8+eSTJCQkkJaWRvfu3fPy5cknn8wBBxxA+/btueKKK3jmmWfyzgnOM8VZtWoVCQkJPProo9x3330kJCTkTT5/3nnn0bdvXxYsWEBCQgIvvvgi69at4/bbb+fFF1+kY8eOXHfdddx444179DoU95zA98g8/vjjqVu3bl7bypUrOfroo+nevTuHHnooAwcOZNCgQQA8++yzPPvssyU+p9WrV9OvXz969OhBnz59OOWUU4rsDSoikWlPcufDDz9M586d6d69O6eeeirHHHMMEPq587fffqN379706NGDo48+mttvvz2vB2RR5zvnuOyyyxg1ahQtW7bkxRdf5PLLL2fHjhIX4y3SDz/8QEJCAq+//jpXXnklXbt2LTGmkj4Ll/Y5Qck9HaUai29dtvZqyooay55rzpw5S3r06LGuEuMptffee6/+I4880vzTTz/d80t5EWbOnDlNevTo0TbccUS63r17u9wJ3nJycujVqxevv/46HToUmpJJRKTUzGyWc653uOOoKMqdIlIRlDtFpNwUnBMHIDYe+oyucsOp9iZ3RnRPHJGS/Prrr7Rv355jjz1Wf0hFREpJuVNEpOyUO0UqQbthvmAT3wYwf1sFCzh7K6InNi7JoEGDtg4aNGhruOOQUGY2BhgErHHOdQu0PQycCuwC/gCGO+c2BfbdAVwGZAM3OOdKPWFBly5d+PPPP8v3CYiIVHHKnSIiZafcKVJJ2g1T0WY31BNHyttYoOAA/6lAN+dcd2AhcAeAmXUBhgJdA+c8Y2aaLFpERERERESkCLsr4uTk5ORomexKEHidc8Idx95yzn0BbCjQ9rFzLiuw+R2QEPh5MDDRObfTObcYWAT0qbRgRURERERERKLI7oZTzVu7dm2Xpk2bbo6JiSl+BmTZKzk5ObZ27dp9gXnhjqUSXApMCvzcCl/UyZUWaCvRjg1/sXB86EokDTsfTdNDTicncweLJhVe7rVx9xNp3P0kstI38edbdxXa36TXYBp1OYZdW9awZHLhZRebHXYuDTr8jR3rl7Hsw0cK7d/viAvZp11v0lf/TtrUwsuHtxxwBfUSurEtbR4rPnu+0P6EgdcR37wDWxbPZNXX4wrtb33SLdRp3JpNv3/Dmu8nFdrf9rQkau3TjA2/fsK6H1ML7T/gjLupEd+A9XM/ZP3cKYX2tz/3QWJq1mHtrHfY+NunhfZ3vOAJAFZ/N5HNi74N2RdTozbthz4EwMqvXmHrklkh+2vE7csBZ/rVrpZ/Oprty38J2V+zflPaDf4XAH9NfYqM1aFzlddutD9tTh4JwNIPRrFzw18h++Oat2f/gdcDsDj1PjK3rg3ZX7dVV1odPQKAP9+8k6yMzSH767c9hBb9LgJg0cRbycnaGbJ/3/Z9aX74UIBC7zvQe68qvfdERERERCJdiUWcrKysy1etWvXCqlWruqGhVxUpB5iXlZV1+W6PjGJmlgRkASm5TUUcVmSx0MxGACMAOrZqWCHxiYiIiIiIiESyEpcYF9kTZtYWeC93YuNA28XAVcCxzrn0QNsdAM65+wPbHwH/cc59W+hOgwQv9SgiUl6q0zK5IiLlRblTRKTstMS4RDQzOxG4DTgtt4ATMBkYama1zawd0AGYEY4YRURERERERCJd1C4xLpHJzF4FBgBNzCwNuAu/GlVtYKqZAXznnLvKOfeLmb0G/IofZnWtcy47PJGLiIiIiIiIRDYVcaRcOefOK6L5xRKOTwYKz+YqIiIiIiIiIiE0nEpEREREREREJAqoiCMiIiIiIiIiEgVUxBERERERERERiQIq4oiIiIiIiIiIRAEVcUREREREJOqY2RgzW2Nm84LazjazX8wsx8x6Fzj+DjNbZGYLzOyEyo9YRGTvqYgjIiIiIiLRaCxwYoG2ecAZwBfBjWbWBRgKdA2c84yZxVZCjCIi5UpFHBERERERiTrOuS+ADQXafnPOLSji8MHAROfcTufcYmAR0KcSwhQRKVcq4oiIiIiISFXXCvgraDst0CYiElVUxBEREQkzzesgIlLhrIg2V+SBZiPMbKaZzVy7dm0FhyUiUjYq4oiIiITfWDSvg4hIRUoD9g/aTgBWFHWgc260c663c65306ZNKyU4EZHSUhFHREQkzDSvg4hIhZsMDDWz2mbWDugAzAhzTCIiZaYijoiISHQp9bwOGhIgIlWZmb0KfAt0MrM0M7vMzIaYWRrQF3jfzD4CcM79ArwG/ApMAa51zmWHK3YRkT1VI9wBiIiISJmUel4H59xoYDRA7969izxGRCRaOefOK2bX28UcnwwkV1xEIiIVTz1xREREokup53WQqiElBdq2hZgYf5uSEu6IJJqU9v2j95mISHRQTxwREZHoMhmYYGaPAi3RvA5VWkoKjBgB6el+e+lSvw0wbFj44pLoUNr3j95nIiLRQz1xREREwkzzOkhxkpLyv1jnSk/37SK7U9r3j95nIiLRQz1xREREwkzzOkhxli0rW7tIsNK+f/Q+ExEpweIUmJME6csgvjX0SIZ24eumqJ44IiIiIhGqdeuytYsEK+37R+8zEZFiLE6BGSMgfSng/O2MEb49TFTEEREREYlQyckQHx/aFh/v20V2p7TvH73PRESKMScJsguMN81O9+1hoiKOiIiISIQaNgxGj4Y2bcDM344erclmpXRK+/7R+0xEpBjpxYwrLa69EmhOHBERqVLSUlOZP2oUGStXEteiBYkjR5IweHC4wxLZY8OG6cu07LnSvn/0PhMRKUJ868BQqiLaw0Q9cUREpMpIS01lblISGStWgHNkrFjB3KQk0lJTwx2aiIiIiESbHskQW2C8aWy8bw8TFXFERKTKmD9qFNkZGSFt2RkZzB81KkwRiYiIiEjUajcM+oyG+DaA+ds+o8O6OpWGU4mISJWRsXJlmdpFRERERErUblhYizYFqSeOiIhUGXEtWpSpXUREREQkmqiIIyIiVUbiyJHE1qlDox07iM3JASA2Lo7EkSPDHJmISATbsQMGDPBLU6WlhTsaEREpgYo4IiJCWmoq0/r359327ZnWv3/UTgScsGgRJ//6K0esWEGL7duJa9mS7snJWp1KRKQou3bBSSdBXBx8/rlvi48v+RwREQkrzYkjhZhZX+ACoD/QAsgA5gHvA+Odc5vDGJ6IlLPcFZ1yJwTOXdEJiJ7ixyuvwMUX52936EDPOXP8F5NKotwpIlEjKwvOOQfefju/7eKLYcwYiKnca7zKnVIhFqfAnCRIX+aXgu6RHFFzmkgVEab3mYo4EsLMPgRWAKlAMrAGqAN0BI4GUs3sUefc5PBFKSLlqaQVnSK+iPPee3Dqqfnb++4LCxdCs2aVGoZyp4hEhcxMqFUrtO2cc2DCBIiNrfRwlDulQixOgRkjIDvdb6cv9dugQo6UnzC+z1TEkYIudM6tK9C2Dfgx8O8RM2tS+WGJSEWJyhWdHnwQbr89tG3xYmjbNizhoNwpIpEsOxtqFPjYP2gQvPUW1KwZnpg85U4pf3OS8r9Y58pO9+0q4kh5CeP7TEUcCVHEH9I9OkZEokdcixZkrFhRZHvEefRRuOWW0La5c+Ggg8ITT4Byp4hEpJyconvYbNkC9etXfjwFKHdKhUhfVrZ2kT0RxveZJjaWUjOzn8Mdg4iUv8SRI4ktMHdMxK3o9NZbftWU4ALOQw+Bc2Ev4ACY2f5mNtHMvjSzf5pZzaB974QxNBGpjpzzObNgAWfDBr8vAgo4AGaWaGYfmtn7ZnagmY01s01mNsPMOoc7PolS8a3L1i6yJ8L4PlMRR0KY2RnF/DsT2C/c8Ul0qyorIFU1CYMH0z05mbiWLcEsslZ0+vZb/0XkzDPz244/3n8J+cc/whdXYWOAz4Dr8RNzfm5mjQP72oQrKBGphswKT078118+bzZsGJ6YijcaeAYYD3wCTAEaAvcCT4cxLolmPZIhtsAqa7Hxvl2ktBanwDttYUKMv12cEro/jO8zDaeSgiYBKYArYl+dSo5FqpAqsQJSFZYweHBk/R4WLYIOHULbWrSAIoZ9RYimzrlnAz9fb2YXAF+Y2WkUnU9FRMqXWeG2RYvgwAMrP5bSq++cexfAzO51zk0MtL9rZneHMS6JZrnzkWh1KtlTpZm0OIzvMxVxpKC5wCjn3LyCO8zsuDDEI1VEVK+AJJVn/XpoUsQcli7i6yA1zayOc24HgHNuvJmtAj4C6oY3NBGp0ooq3sybB127Vn4sZRc83uvRAvsKLKMlUgbthqloI3uutJMWh+l9puFUUtDfgS3F7BtSiXFIFROVKyBJ5dmxw38RKVjAcS4aCjgALwCHBTc456YBZwOFiuIiInstNrZwAWfmTJ8zo6OAA/A/M6sH4Jx7JrfRzNoD08IWlYhUbxE+ObaKOBLCOfelc67Id6dzbmZlxyNVR3ErHUXkCkhSeXJy/JeQAhMrk5UVLcUbAJxzjznnPi+i/Sfn3MBwxCQiVdR++/m8mZOT3/bFFz5nHnJI+OLaA86555xz24poX+Sc+3sYQhIRifjJsVXEEZFKERUrIEnlKmrllO3b/ReRopbEFRGpzrp183lz9er8tg8/9Dmzf//wxSUiUtWUdtLijAxfPD/2WMjOrrTwNCeOiFSK3Hlv5o8aRcbKlcS1aEHiyJGaD6c6Kmr+hlWroHnzyo9FRCTS9e8PX30V2vbmm3DGGeGJR0SkqtvdpMXZ2XDWWfDOO/nnVGIPchVxRKTSRNwKSFK52reHP/4IbfvtN0hMDE88IiKRbPBgmDw5tG3sWLj44rCEIyJSrRQ1abFzcNNN8MQT+W1XXgn/939FX6SsIBpOJUUys/+aWYOg7YZmdl8YQxKRaHX66f4PW3AB5/PP/R/CKlbAUe4Ukb128cU+ZwYXcJ5+2ufMKlrAUe4UkYh32GEQE5NfwDnpJNi1C559tlILOKAijhTvJOfcptwN59xG4OTwhSMiUee22/wftdTU/LYJE/wXkSOPDF9cFUu5U0T2zI03+pz5yiv5bf/9r8+Z114bvrgqh3KniESmIUN8bp4xw2936QJbt8IHH0DNmmEJSUUcKU6smdXO3TCzOKB2CceLiHjPPef/2D30UH5b7heR884LX1yVQ7lTRMrmzjt9znzyyfy222/3OfOOO/b67lNSoG1bfwG5bVu/HYGUO0Ukslx0kc/NwfPe/Pwz/PIL1KsXtrBAc+JI8cYD083sJcABlwIvhzckEYloH3wAp5wS2jZ8OIwZE554wkO5U0RKZ9Qo+Mc/QtuuusrPrVBOUlJgxAhIT/fbS5f6bYBhw4o/LwyUO0UkMjz+uJ/3JtiHH8KJJ4YlnKKoiCNFcs49ZGY/A8cCBtzrnPsozGGJSCT66Sfo1Su07bDD4LvvwhNPGCl3ishujR7tJ8IMNnQovPpquT9UUlJ+ASdXerpvj6QijnKniITdhx/CyQVGcf7zn5CcXPTxYaQijhTLOfch8GG44xCRCLVsGbRpE9pWpw5kZIQnngih3CkiRZowoXDl5IQTYMqUCnvIZcvK1h5Oyp0iEha//gpdu4a2DRwIH38cnnhKQXPiSAgz+ypwu9XMtgT922pmW8Idn4hEgM2b/RjhggUc56ptAUe5U0SKNXmyz5nBBZxDD/U5swILOACtWxfd7lxkzI+j3CkiYbN+vc/NwQWcOnV8gozgAg6oJ44U4JzrF7itH+5YRCTC7NoFtYuYZzInp9KXVow0yp0iUsj06XDccaFtBx4IixZVWgjJyaFz4gSLhPlxlDtFpNIV93nWucqPZQ+pJ44UYmYxZjZvD88dY2Zrgs83s7PN7BczyzGz3gWOv8PMFpnZAjM7YW9jF5EK4Jwv0hT8g7drV/4+2avcKSJVyHff+bxYsIDjXKUWcMAXZ0aPLtxxMlfu/DjhpNwpIpWiuM+zWVlFF3AWp8A7bWFCjL9dHDlL+6mII4U453KAOWZWTCfcEo0FCk7dPQ84A/giuNHMugBDga6Bc54xs9g9eEwRqShmfl3aYJs3+z92NWuGJ6YItZe5U0Si3ezZPmf27Rva7lxYr/AOGwZLlhRfbw/3/DjKnSJS4Yr6PLtli8/NsUV8/VycAjNGQPpSwPnbGSMippCj4VRSnBbAL2Y2A9ie2+icO62kk5xzX5hZ2wJtvwFY4U8Pg4GJzrmdwGIzWwT0Ab7d6+hFZO/UrOmvTAT76y9ISAhPPNFjj3KniESxBQsgMbFwe4R1zW/d2g+hKqo9Aih3ikj5694dfv45tG3xYj8pWEnmJEF2gXGo2em+vV34l/ZTEUeKc3clPEYrIHgN4rRAm4iEy6GHwsyZoW2zZ0OPHmEJJwpVRu4UkUiwfj00aVK4PcKKN7mKmh8nPj5iVs9V7hSR8nPllX4sabAvv4R+/Up3fnoxXRSLa69kGk4lxTnZOfd58D/g5HJ+jKI69hb5ycfMRpjZTDObuXbt2nIOQ0R46SXf1TS4gDNliv8yogJOWVRG7hSRcMrMhOefL1zACfOwqd0Jnh8nd4HB0aPDN6lxAcqdIrL3nnnGJ7jgAs5LL/ncXNoCDkB8MV0Ui2uvZCriSHEGFtF2Ujk/Rhqwf9B2ArCiqAOdc6Odc72dc72bNm1azmGIVGMrV/oJ3i69NL/t+ef9H7sTNNf4HqiM3Cki4ZCVBWPHQqdOvktLTAycdJJfoS+CizfBcufHycnxtxFSwAHlThHZG9On++LNtdfmt918s8/Nl1xS9vvrkQyx8aFtsfG+PQKoiCMhzOxqM/sZ6GRmc4P+LQZ+3t35ZTQZGGpmtc2sHdABmFHOjyEiRVm/Hm67zS93u2uXb3v7bf/H7vLLwxtbFKrk3CkilSk7G8aPh86dYfhwaNQI3n/fF3U++EAr9O0F5U4R2SsLFxZeDbBfP/959pFH9vx+2w2DPqMhvg1g/rbP6IiYDwc0J44UNgH4ELgfuD2ofatzbsPuTjazV4EBQBMzSwPuAjYATwFNgffNbLZz7gTn3C9m9hrwK5AFXOucyy7XZyO7lZaayvxRo8hYuZK4Fi1IHDmShMGDwx2WVJStW+Hxx2HUKP/zsGHwn//4Yk6ES0tNZd4995C5aRMANRs2pNu//x0p79e9zZ1jgEHAGudct0BbI2AS0BZYApzjnNsY2HcHcBmQDdzgnPuo3J6JiHg5OfD66z5Hzp/vh5a+8w6cdpoKN+Vnr3KniFRTGzf6gnpB5dkrst2wiCnaFKSeOBLCObfZObfEOXcefqjTMc65pUBMoLfM7s4/zznXwjlX0zmX4Jx70Tn3duDn2s655s65E4KOT3bOHeic6+Sc+7ACn5oUIS01lblJSWSsWAHOkbFiBXOTkkhLTQ13aFLeMjLg0UfhgAPgzjvh2GNh7lwYNy5qCjizb7str4ADkLlxI7Nvuy0i3q97mzuBscCJBdpuB6Y75zoA0wPbmFkXYCjQNXDOM2ZWxPqYIrJHcnLgzTd90WboUL/87BtvwI8/wuDBYEZKil/cJCbG36ZExqqzUacccqeIVCdZWb6IXrCAE+FzkpU3FXGkSGZ2F3AbcEegqRYwPnwRSUWYP2oU2RkZIW3ZGRnMHzUqTBFJucvMhOeegw4d4JZboGdPmDED3noLunULd3SlNn/UKFxmZqF2l5kZUe/XPc2dzrkv8L0Wgw0GXg78/DJwelD7ROfcTufcYmAR0GfvIhcRnIPJk+GQQ+Css3z+fPVVX/A+80xfscEXbEaM8Mt1O+dvR4xQIWdv6HOniOyWGdSsGdqWmVmtije5VMSR4gwBTgO2AzjnVgD1wxqRlLuMlSvL1C5RJDvbf6Po3BmuusovQ/Lpp/Dxx34Z8ShT0nsywt6v5Zk7mzvnVgbuZyXQLNDeCvgr6Li0QJuI7Ann4MMPoU8f39Nm2zbfS/GXX3xPnJjQj8tJSaHLdIPfTkqqxJirnj3KnWY2xszWmNm8oLZGZjbVzH4P3DYM2neHmS0yswVmptn7RaKBWeEhrBs3+txdo3rODqMijhRnl3POEVjy28zqhjkeqQBxLVqUqV2igHN+zoaDD4YLLoB69eC99+Crr2DAgDAHt+dKek9G2Pu1MnJnUZNxFHkZysxGmNlMM5u5du3aCghFJIo5B1Onwt/+BiefDOvWwZgx8NtvPn/GFj1Kcdmyou+uuHYplT3NnWPRUFSRqumwwwoXb37/3efuBg3CElKkUBFHivOamT0HNDCzK4BpwPNhjknKWeLIkcTGxYW0xcbFkThyZJgikj3mHEybBocfDkOG+BWnJk3yczicckrUT8KZOHIkVrALLWA1a0ba+7U8c+dqM2sBELhdE2hPw88dkSsBWFHUHTjnRjvnejvnejdt2nQPwxCpgj77DI46Co4/HpYvh9GjYcECv/rUbq7stm5dtnYplT3KnRqKKlIF/f3v/nPrjKBFiz/5xH/Wbd8+bGFFEhVxpEjOuVHAG8CbQCfgTufcU+GNSspbwuDBdE9OJq5lSzAjrmVLuicnR8pqP1Ja337rJyoeOBBWroQXX/TDAM45p9AwgGiVMHgwBz/4IDWDrrzUbNiQgx98MKLer+WcOycDFwd+vhhIDWofama1AxN/dgBmFHG+iBT01VdwzDFw9NHwxx/wv//5K7tXXAG1apXqLpKTIT4+tC0+3rfLninn3KmhqCLR6MUXffHmiSfy25580hdvjj46fHFFoOo5iExKxTk3FZga7jikYiUMHhxRX4KlDObMgX/9yw+XatbM/6EbMQJq1w53ZBUiWt6re5I7zexVYADQxMzSgLuAB/BXpy8DlgFnB+7/FzN7DfgVyAKudc5ll98zEKmCvvsO7rrLzwvWvDk8/jhceSXUqVPmuxoWWHE2KckPoWrd2hdwhkXmSrRRoxI+d5ZpKCowAqC1uliJVKwvvvA9I4NdfTU880x44okCKuJICDPbStF/0Axwzrl9KjkkESlo4UL/ZWTiRD8m+L//hRtugLqauipc9jZ3BpbXLcqxxRyfDOi6v8juzJzp8+UHH0CTJjBqlP9yULArTRkNG6aiTXmooM+dq82shXNu5d4MRQVGA/Tu3bv6LX0jUhkWL4YDDght69ULZs0KTzxRREUcKWg6sB/wFn7csKbpE4kUy5bBPffA2LH+6nFSEowcWe0nd4sQyp0ikWT2bPjPfyA1FRo1gvvvh+uu85O9SySpiNyZOxT1AQoPRZ1gZo8CLdFQVJHwyMgoupBeDZcK31NVY7IEKTfOudOBE4C1wPNm9rmZXWNmjcIbmUg1tnq1n+StQwe/7O111/m5HO67TwWcCKHcKZUtJQXatvXTXrVt67cFmDcPzjoLevaEzz+He+/1V3tvv10FnAi0t7kzMBT1W6CTmaUFhp8+AAw0s9+BgYFtnHO/ALlDUaegoagilSt3BdWCBZycHBVwykg9caQQ59xm4CUzexk4F3gKqAM8GtbARKqbjRt91//HH4edO/2qKf/+d7kugZKWmsr8UaPIWLmSuBYtSBw5MirmnYlEyp1SWVJS/PRX6el+e+lSvw3VeIjP/Plw991+Vb569eDOO+Gmm1TojgJ7kzs1FFUkSnz2mS+mf/+9365Vy/8Ri40Na1jRSj1xpBAz+5uZPQX8CBwBDHHO6UuISGXZvt13/T/gAD/fzWmnwa+/wvPPl3sBZ25SEhkrVoBzZKxYwdykJNJSU3d/shSi3CmVJSkpv4CTKz3dt1c7ixbBRRdB167w7rv+S8Lixb6gowJOVFDuFKnCZs2CE07wq0stXw4vvACZmf7ipAo4e0w9cSSEmS0BNgET8bPyZwXaewE4534MV2wiVd7OnfDcc36ZkzVr4NRT/VCAHj0q5OHmjxpFdkZGSFt2RgbzR41Sb5wyUu6UyrSsmFlDimuvkhYv9kNKX37ZX9G9+Wa49VZo2jTckUkZKHeKVFELF/re46+95uclGzUKrrkG4uLCHVmVoCKOFLQEv0rACcDxhC7H6IBjwhCTSNWWlQWvvOKvHC9b5q9WpKbC4YdX6MNmrFxZpnYp0RKUO6WStG7th1AV1V7lLVvmC91jxviruNdfD7fdBvvtF+7IZM8sQblTpOpIS/OLcIwZ4xfh+Pe/4ZZbYN99wx1ZlaIijoRwzg0Idwwi1UZODrz+up+7YeFC6NPH/9E7tsih/OUurkULP5SqiHYpG+VOqUzJyaFz4oCfJzK5Ks/0sXy5H2b6/PN++8or4Y47oFWr8MYle0W5U6SKWL8eHnwQnnoKsrPh2mvhn/+E5s3DHVmVpDlxJISZ9dvN/n3MrFtlxSNSJTkH778PvXrB0KF+KMA778B331VaAQcgceRIYgt0a42NiyNx5MhKi6GqUO6UyjRsGIweDW3agJm/HT26ik5qvGqVX53vwAP9cNPhw+H33+Hpp1XAqQKUO0Wi3LZt/grCAQf4IVPnnOMvTD7xhAo4FUg9caSgM83sIfzSi7PwSz7WAdoDRwNtgFvCF55IlPvsM39l4ttv/ZeSlBQ499ywTO6WO++NVqcqF8qdUqmGDauiRZtca9fCQw/B//4Hu3bBxRfDv/4F7dqFOzIpX8qdItFo1y5/9eC++2D1ahg82P/cTTXXyqAijoRwzt1kZg2Bs4CzgRZABvAb8Jxz7qtwxicStX74wS8dM3Wqv3qce0W5Zs2whpUweLCKNuVAuVOknKxfD488Ak8+CRkZcMEFfk6F9u3DHZlUAOVOkSiTnQ2vvuqnAli8GI46Ct5+G/r2DXdk1YqKOFKIc24j8Hzgn4jsjXnz/BeQd96BJk3g0Ufh6qv9ZG9SpSh3iuyFTZt8fnz8cd89f+hQ/yUhMTHckUkFU+4UiQLOwXvv+d7k8+ZBz54wZQocf7wf1yuVSnPiiIhUhD/+8FeQu3eHTz7xS4X/+SfcdJMKOCIiubZs8fmxbVt/e8IJ8PPPMGGCCjgiIpHgiy+gXz847TTYuRMmToSZM32+LmsBZ3EKvNMWJsT428UpFRFxlaeeOCIi5Wn5cv9F5MUX/VCpW2/1/xo1CndkIiKRY9s2v4rJqFGwYQOcfjr85z/Qo0e4IxMREYDZs33Pmw8/hJYt934qgMUpMGMEZAeWVkxf6rcB2lXlSd7Kn3riiIiUh7Vr4ZZb/GTFY8bAVVf53jgPPKACjohIrvR0X7hp185/Oejb11/RffttFXBERCLBokVw3nl+yNR33/lJ5hctghEj9m4uxzlJ+QWcXNnpvl3KREUcKZKZzTSzawOTzYlIcTZvhrvu8ksrPv64/6O3cKG/wtyiRbijk0qm3ClSjIwMnyMPOAD+8Q845BD/5eC99/zPUq0pd4pEgBUr/LyNnTvD5Mm+0P7nnz5nx8Xt/f2nLytbuxRLRRwpzlCgJfCDmU00sxPMNGuVSJ70dH9l4oAD4J574KST/ERvL73k53aQ6kq5UyTYzp1+mfD27f2cYF27wpdf+gkxDzss3NFJ5FDuFAmXjRvh9tt9nn7hBbjySt+bPDkZGjQov8eJb122dimWijhSJOfcIudcEtARmACMAZaZ2d1mprEhUn3t2gXPPOOHTd12m/8SMmsWvPaav3Ih1ZpyZ/WRkuLrtTEx/jZFczOG2rULRo+GDh3guut8zvz0U5g+3U+QKRJEuVMkDNLT/bD/Aw7wFybPPBMWLICnn4b99iv/x+uRDLHxoW2x8b5dykRFHCmWmXUHHgEeBt4EzgK2AJ+EMy6RsMjOhpdfhk6d4Npr/ReTL7+EDz6AXr3CHZ1EEOXOqi8lxU8NsHSpX3V16VK/rUIOkJnp5wXr1MlfzW3VCqZOhc8/hwEDwh2dRDDlTpFKkpkJ//d/vrh+xx2+sD57Nowb5ws6FaXdMOgzGuLbAOZv+4zWpMZ7QKtTSZHMbBawCXgRuN05tzOw63szOyJsgYlUNufgrbfg3/+G337zBZtnn4Xjjy/7sopS5Sl3Vg9JSf4CZrD0dN8+rLp+Fs3O9suC332374bfu7fvtXjiicqVslvKnSKVICfHLw9+550+T/frB2+8AUdU4n+xdsNUtCkHKuJIcc52zv1Z1A7n3BmVHYxIpXMOPvoI/vUvP1yqc2f/h+6MM/SFREqi3FkNLCtmDsbi2qu07Gw/nPTuu303/B49IDUVTj1VuVLKQrlTpKI455cJ/+c/Yc4c6N4d3n/fz+eoPB2VVMSRIjnn/jSzU4CuQJ2g9nvCF5VIJfnyS39J/csv/WQXL7/sL6/HxoY7Molwyp3VQ+vWfghVUe3VRk6O76X4n//AL79At27w5ptw+ul+oiCRMlDuFKkgX33lh0x99ZUfKjVhApx7rvJ0lNNvT4pkZs8C5wLXAwacDbQJa1AiFe3HH+Hkk+HII2HRIr+iyoIFcNFFKuBIqSh3Vg/JyRBfYG7G+HjfXuU5B++8Az17wtln+544Eyf6q7tnnKEvBrJHlDtFytncub5HZP/+/jPtM8/4aQHOO095ugrQb1CK8zfn3EXARufc3UBfYP8wxyRSMX77zX8ZOeQQ+P57P0P/okVwzTVQq1a4o5PootxZDQwb5hdeatPG90Rv08ZvV+n5cHJy4MEHfZ4cMgQyMmD8eJg3T1d1pTwod4qUhz//hAsugIMP9r1v7r/ff6a9+mp9pq1CNJxKipMRuE03s5bAeqBdGOMRKX9Llvh5HF55xV9Gv/NOuPlm2HffcEcm0Uu5s5oYNqyKF21yOefnufn55/y2l17yXxJq6GOklBvlTpG9sWoV3Huvv6JQsybcdhvceis0bBjuyKQC6K+vFOc9M2uAX+bxR8ABz4c1IpHykpbmr0w8/7y/enzTTf6PXdOm4Y5Mop9yp1Qd/frB11+Htu3cqau5UhGUO0X2xKZN8PDD8PjjsGsXXH65X1G1ZctwRyYVSEUcKZJz7t7Aj2+a2XtAHefc5nDGJLLXZsyAww7L377ySr/6VEJC+GKSKkW5U6qEk06CKVNC29atg8aNwxNPFEtJ8fPkL1vmJ75OTq4mPbjKSLlTpIzS0+Hpp+GBB2DjRj/XzT33QPv24Y5MKoGKOFKImTUGzgcSA02/ARPCF5HIXlq4EDp1Cm37/HM/gbFIOVHulKh3zjnw+uuhbatWQfPm4YknyqWkwIgR/rsW+BXNRozwP6uQk0+5U6QMMjP9kNa774YVK/yCHMnJfg4cqTY0C52EMLPOwDzgEGAh8DtwKDDPzBJLOlck4qxa5WcdDS7g/Otffo4HFXCkHCl3SlS77DKfK4MLOH/95XOlCjh7LCkpv4CTKz3dt4un3FkNLU6Bd9rChBh/uzgl3BFFh5wcmDQJunTxPcnbtvUXJN9/XwWcakg9caSge4EbnXOvBTea2ZlAMnBmWKISKYstWwpPTnzxxTB2bFjCkWpBuVOiz403wpNPhrb9+Se003yy5WHZsrK1V1PKndXJ4hSYMQKyA9XN9KV+G6CduqcVyTn46CP45z/hp5+gWzeYPBkGDfLFd6mW1BNHCjqo4B9SAOfcm0C3MMQjUnq7dvk/aMEFnCOP9H8AVcCRiqXcKdEjKcnnyuACzvz5PleqgFNuWrcuW3s1pdxZncxJyi/g5MpO9+1S2LffwtFH+3nKNm6EceNg9mw49VQVcKo5FXGkoO17uE8kfHJy/ISbtWvnt7Vu7ds//zx8cUl1otwpke+///Uf/P/73/y2OXN88abgvGGy15KTIT4+tC0+3rdLHuXO6iS9mG5oxbVXV/PmweDB8Le/+QL700/DggVwwQUQGxvu6CQCaDiVFNTMzG4uot0Arb8skeeww/yqU8F27YKaNcMTj1RXyp0SuZ54Av7+99C2GTPg0EPDEk51kTt5sVanKpFyZ3US39oPoSqqXWDJErjrLt/jpn59uO8+P+y1Xr1wRyYRRkUcKeh5oH4x+16ozEBESnTuufBagR7YW7fqD52Ei3KnRJ7nn89fDinXl19Cv37hiacaGjZMRZvdUO6sTnokh86JAxAb79urs9WrfYX32Wd9T5uRI+G223wvc5EiqIgjIZxzd4c7BpES/eMfMGpUaNuaNdBUF+wkfJQ7JaKMHw8XXhjaNnUqHHdceOIRKYZyZzWTO3nxnCQ/hCq+tS/gVNdJjTdv9p9pH3sMduzwKwXeeSe0ahXuyCTCqYgjItHh8cfhpptC2/74Aw44ICzhiIhEnLfegjMLLOYzebKfBFNEJBK0G1Z9iza5MjLgmWf8/GQbNsA558C990LHjuGOTKKEJjYWkcg2caKfiDO4gPPjj34iThVwRETggw98ngwu4Eya5POkCjgVKiUF2raFmBh/m5IS7ohEJGJlZcELL/hizciRfl6yWbN8vlYBR8pARRwRiUzTp/svJeedl982dar/UtKzZ/jiEhGJFJMm+Tx5yin5bWPH+jx5zjlhC6u6SEnxUw4tXepf8qVL/bYKOSISwjl44w3o1g2uuAISEuDTT2HKFOjVK9zRSRTScCopkpk1AC4C2hL0PnHO3RCmkKS6mD27cJFmwoTQYo5IhFLulErx7rtw2mmhbc88A1dfHZ54qqmkJEhPD21LT/ftmsy4bJQ7pUrKvfA4Z47f7tIF3nnH52+zsIYm0U1FHCnOB8B3wM9ATphjkepg8eLCw6MefbTwPDgikU25UyrOn3/CgQeGto0YAc89F554qrlly8rWLiVS7pSq5cIL/STzuf7v/3wvnNjY8MUkVYaKOFKcOs65m8MdhFQDy5f7bqXBbr4ZHnkkPPGI7J1yz51mdiNwBWDA8865x82sETAJf9V6CXCOc25jeT6uRJBly/yEK87ltw0dCq++GraQBFq39kOoimqXMtPnTqka7r3XrzAVbO1aaNIkPPFIlaQ5caQ448zsCjNrYWaNcv+FOyipQjZv9l1Jgws4p57qv6SogCPRq1xzp5l1wxdw+gA9gEFm1gG4HZjunOsATA9sS1WzciXUrQtt2uQXcMaN8z+rgBN2yckQHx/aFh/v26XM9LlToltKiv9cG1zAWbjQ52sVcKScqSeOFGcX8DCQBORe+nOAlgOSvZOdDeeeC2++Gdqek6PxwVIVlHfu7Ax855xLBzCzz4EhwGBgQOCYl4HPgNtKDGzNLtKeDu02UO/g+jTo14icXTmsGP1XoXP26bMv+/RpQPa2LFaOXV5o/75HNKR+z33I3JjJ6pQVhfY3GNCIet3qs2vNTta8tqrQ/kYDmxDfqS47l+9g7durC+1vfEpT4trFk7E4nfXvry20v+mQ5tRuVYf0BdvZMHVdof3NztmPWs1qs23eVjZ9tqHQ/ubDWlKzYU22/rSFzV8X7sjU4pJWxNarwZYZm9gyY3Oh/S1H7E9MrRg2fbWBbbO3FtqfcF0bADZ+up7tv2wL2Wc1jVZX+i4b6z9eS8bCoMlVMncR89V0Wr7l57hZd8RN7DjqHGjRAjYBTy+lRoMa7HdBKwDWvr2Knct3htx/zaa1aH5uCwBWT1pJ5tpdIftrt6pN0yH7AbBq/HKyNmWF7K/TNo4mg5oBsOKlNHK2Z4fsj+sYT+PjmwKw/LlluEwXsr9u13o0PLoxQKH3HVSN996wYXXYZ8t2dn69jh07oU5taNcOmm+EXWui9L0HxNSNpeVwf4Fl3Xtr2LEkI2R/wfdeOdHnTolOn38OAwaEtn31FRxxRFjCkepBRRwpzs1Ae+dc4U/FJTCzMcAgYI1zrlugrdhu/2Z2B3AZkA3c4Jz7qLyegEQY5+Daa/2Y4GBZWRofLFXJHuXOEswDks2sMZABnAzMBJo751YCOOdWmlmzok42sxHACIDE/RLLKSSpMFmZMHMm7Nzp/wE89RS0PQcKfJGWyHDsMbAhe/fHyW6Vd+4UqVjz50PnzqFtkyZpZUCpFOac2/1RUu2Y2WRgaO7V3zKcdySwDXglqIjzELDBOfeAmd0ONHTO3WZmXYBX8cMEWgLTgI7OuRI/DvXu3dvNnDmz7E9Kwueee+Cuu/K3TzoJUlOhZk3SUlOZP2oUGStXEteiBYkjR5IweHD4YpVqy8xmOed67+V97FHu3M19XgZci8+tv+KLOcOdcw2CjtnonGtY0v0od0awzZuhTx/f9T7XQw/BP/4RvphESilSc2d5Ue6UEGvWQPPmoW0PPAC3ldgZVqSQvcmd6okjxckGZpvZp0BeH+3dLfXonPvCzNoWaC6u2/9gYKJzbiew2MwW4Qs635ZD/BIJnnnG977J1asXfPll3iQCaampzE1KIjvDX2HOWLGCuUlJACrkSLTao9xZEufci8CLAGb2XyANWG1mLQK9cFoAa/YubAmLbdugf3+YPTu/7Z574N//DltIImFS7rlTpFylp/s5yoJdeim8+GJ44pFqTUUcKc47gX/lobhu/63wy0nmSgu0SbR77TU/702uVq3g55+hYWhHgfmjRuUVcHJlZ2Qwf9QoFXEkWr1D+eVOAMysmXNujZm1Bs4A+gLtgIuBBwK3qeX5mFLBMjLg2GPh26BrFnfc4WfE1dxgUj29QznnTpFykZ0N9ev7vJ3rsMPgu++KP0ekgqmII0Vyzr1sZrWAjoGmBc65zHJ+mKI+qRY5vi94XofWWrszck2dCscfn79do4Zff7VlyyIPz1i5skztIpGugnLnm4E5cTKBa51zG83sAeC1wFCrZcDZe/kYUhl27oSTT4ZPPslvu+kmvyKfijdSjVXS506Rsjn8cPj++/zt+HjYskVzOUrYqYgjRTKzAfihT0vwxZb9zexi59wXe3B3xXX7TwP2DzouASi8xATgnBsNjAY/NnkPYpCK9MMPfj6HYAsXQocOJZ4W16IFGSsK/8rjWrQoz+hEKk05504AnHP9i2hbDxy7p/cplSwzE4YMgfffz2+78ko/0buKNyIVkjtF9tjllxceJrV9e950ACLhFhPuACRiPQIc75w7yjl3JHAC8Nge3tdkfHd/CO32PxkYama1zawd0AGYsRcxS2WbP99/AQku4Mya5Vei2k0BByBx5Ehi4+JC2mLj4kgcObK8IxWpLOWZOyXaZWXB2WdDrVr5BZyLLvLd8599VgUckXzlnjvN7EYzm2dmv5jZ3wNtjcxsqpn9HrgtcUJ4qWYefNDn5eACzqpV/nOtCjgSQVTEkeLUdM4tyN1wzi0Eau7uJDN7FT8xcSczSwt09X8AGGhmvwMDA9s4534BXsOvtjIFP0xAC3VGg7/+8n/kgpdW/OQT/0euV69S303C4MF0T04mrmVLMCOuZUu6JydrPhyJZnuUO6WKycnxxZqaNeGNN3zb2Wf7Hjkvvwwx+vglUkC55k4z6wZcgV8wowcwyMw6ALcD051zHYDpgW2p7l57zX+uvT3o7fDrr/5zbcGVqGTvLU6Bd9rChBh/uzgl3BFFHQ2nkuLMNLMXgXGB7WHArN2d5Jw7r5hdRXb7d84lA8l7FKFUvvXrfeFm7dr8tjffhDPO2OO7TBg8WEUbqUr2KHdKFeEcXH01PPdcftspp8Dbb/uCjogUp7xzZ2fgu9wly83sc2AIxa+YKtXR119Dv36hbZ99BkcdFZZwqoXFKTBjBGSn++30pX4boN2w8MUVZVTEkeJcDVwL3IAfm/wF8ExYI5Lw2bYN+vaFefPy20aPhiuuCF9MIpFJubM6cg5uvhkefzy/7Zhj4IMPoHbtsIUlEkXKO3fOA5IDk8JnACcDMyl+xdRi7Vqzi7Snl4a01Tu4Pg36NSJnVw4rRv9V6Jx9+uzLPn0akL0ti5Vjlxfav+8RDanfcx8yN2ayOqXw3IANBjSiXrf67FqzkzWvrSq0v9HAJsR3qsvO5TtY+/bqQvsbn9KUuHbxZCxOZ/37awvtbzqkObVb1SF9wXY2TF1XaH+zc/ajVrPabJu3lU2fbSi0v/mwltRsWJOtP21h89cbC+1vcUkrYuvVYMuMTWyZsbnQ/pYj9iemVgybvtrAttlbC+1PuK4NABs/Xc/2X7aF7LOaRqsr/SIn6z9eS8bC9JD9MXVjaTk8AYB1761hx5LQVVBrNKjBfl3XQK9erD3qdnaeNdbvSOwMzZtTc1UtcvverJ60ksy1u0LOr92qNk2H7AfAqvHLydqUFbK/Tts4mgzyb6sVL6WRsz10kEFcx3gaH98UgOXPLcNlhk71WbdrPRoe3Rig0PsOqsB7r8GL1I5JJ31zXzasvDJ/x281oMnSqv/eu8AvxLz27cKvbVmoiCNFcs7tNLOngan4FaO0SkB1tGuXX0ll+vT8tuRk+Oc/wxeTSART7qxmnIOkJLj//vy2vn19ziww35eIFK+8c6dz7jczezBwf9uAOUBWyWflC14VNXG/xD0NQyLNrp0wfhJ8FNT5qm07aNMmfDFVNztWQVHTC+XsqPRQopk5p4V+pLCiVgkAImKVgN69e7uZM2eGO4yqLScHLrwQJkzIb7vxRnjsMU3EKVWWmc1yzvXey/sYgHJn9XDvvXDnnfnbBx8MX34J9eqFLSSRcIiG3Glm/8WvinojMCBoxdTPnHOdSjpXubMK2LWrcK/ITp38Ah1Sud5p64dQFRTfBk5fUtnRhNXe5E7NrCfF0Qor1VHukIDY2PwCztChfoWVxx9XAacaS0tNZVr//rzbvj3T+vcnLTV19ydVT8qdVd2oUT4X5hZwOnaETZvgp59UwBHZcxWxOlWzwG1r4AzgVYpfMVWqIudg+PDCBZy3WsOdCzWpbjj0SIbYAl1xYuN9ezBNflwiDaeS4hRaJcDMNCtjVfbgg6Gz8h99NEyZ4pfGlWotLTWVuUlJZGf4sb0ZK1YwNykJQJNSF6bcWVU9/TRcf33+9v77w+zZ0KhR2EISqUIqIne+GZgTJxO/AupGM3sAeC2weuoy4Oy9fAyJVP/5D9x9d/72AQfAh3fCT9dAxjLfpkl1K1/u6zwnCdKXQXxrX8AJfv01+fFuqYgjxdEKK9XFiy/C5Zfnb3fpAt9/ryvKkmf+qFF5BZxc2RkZzB81SkWcwpQ7q5qCObJJE/jlF2i22/lQRaT0yj13Ouf6F9G2nmJWTJUq4vnnYcSI/O0+feDzz6FOHd+jIzt0Mlqy031BQcWBytNuWMmv95wk/Z52Q0UcKY5WWKnq3nkHhgzJ327UCBYs8F9QRIJkrFxZpvZqTrmzqkhJgQsuyN+uWxcWLoSWLcMXk0jVpdwpe+f992HQoPztFi18wb1hw/y29GVFn1tcu4SHfk+7pSKOFMk5txN4NPBPqpLPP4cBA0Lbli6F1q3DEo5EvrgWLchYUXgZyrgWLcIQTWRT7qwC3ngDzg4aYRETA4sXK0eKVCDlTtlj338Phx8e2lbc59r41sVMqqv8HlH0e9otFXEkhJn9jF/asUjOue6VGI6Up9mzoWfP0LZffvHDp0RKkDhyZMicOACxcXEkjhwZxqgii3JnFfDee3DqqaFtf/zh51EQkQqh3Cl77Pff/cTywebMge4lvGV6JIfOtQJFT6or4aXf026piCMFDdr9IRJVFi2CDh1C2777Dg47LDzxSNTJnfdm/qhRZKxcSVyLFiSOHKn5cEIpd0arqVPh+OND2+bP98vPikhFU+6Uslm9Gtq1g+C5+j75xC/IsTulmVRXwk+/p91SEUdCOOcK9V0zsybAeudcsVdKJAKtXOn/yO3cmd82ZQqccEL4YpKolTB4sIo2JVDujEJFDS39+Wfo1i0s4YhUR8qdUmrbtsGhh/oie65XX4WhQ8t2P7ubVFcig35PJYoJdwASWczscDP7zMzeMrOeZjYPmAesNrMTwx2flMKmTX4ccMuW+QWcCRPAORVwRCqIcmcU+e47MAst4Mya5XOkCjgilUq5U3YrMxNOPBHq188v4DzyiM/ZZS3giFQR6okjBT0N/BPYF/gEOMk5952ZJQKvAlPCGZyUICMDjjoKfvghv+3JJ+H668MXk0j1odwZ6WbNgt69Q9s0tFQk3JQ7pWjOwZVX+iXDc/397/Doo74QL1KNqSeOFFTDOfexc+51YJVz7jsA59z83Zwn4ZKV5ZdUjI/PL+D8+9/+j58KOCKVRbkzUv38s//AH1zA+fxznyNVwBEJN+VOKSw52a8MmFvAGTLEf9597DEVcERQTxwpLCfo54wC+zQ2OZI4B1dcAS++mN925ZXwf/+nP3AilU+5M9LMnw+dO4e2TZ0Kxx0XnnhEpCjKnZJv7FgYPjx/+5BD4MsvIS4ubCGJRCIVcaSgHma2BTAgLvAzge064QtLQvzzn3D//fnbp58Or78ONfRfWiRMlDsjxR9/QPv2oW3vvQennBKeeESkJMqd4hfeOOmk/O0mTXwhvnHj8MUkEsH0jU9COOdiwx2DlODxx+Gmm/K3+/b1yyrW0ecckXBS7owAS5dC27ahbW++CWecEZZwRGT3lDuruaLmKlu8uHAuF5EQmhNHJBqMH++HSOUWcA44wK9C9c03KuCISPW2YoXvah/8oT8lxQ85rWIFnJQU/zRjYvxtSkq4IxIR2QN//ll4rrKffvJ5WwUckd1STxyRSPbBB6FDAOrW9UMFmjcPX0wiIpFgzRpITISNG/PbxowJnU+hCklJgREjID3dby9d6rcBhg0LX1wiIqW2bp0f7rp5c36b5ioTKTP1xBGJRN98469QBBdw/vgDtm1TAUdEqrf16yEhwefC3ALO//7nr+BW0QIOQFJSfgEnV3q6bxcRiWjp6dC9OzRtml/AGTfO520VcETKTEUckUgyb54v3hxxRH7bnDn+j9wBB4QvLhGRcNu8GTp08BNeLl/u2x55xOfHa64Jb2yVYNmysrWLiIRdVhaceqrvSf7zz77tgQd83r7ggvDGJhLFVMQRiQRLlvjizUEH5bd98YX/I9e9e9jCEhEJu61bfR5s0AAWLfJt993n8+PNN4c1tMrUunXZ2kVEwsY5uO46qFnTrw4IcO21kJMDt90W3thEqgAVcUTCae1a/8WkXbv8tsmT/R+//v3DFpaISNilp8Phh8M+++RfwU1K8l8CquEYouRkiI8PbYuP9+0iIhHjwQf97Ov/+5/fHjQIMjPh6af9BUsR2Wsq4oiEw9at0LEjNGuWPzZ47FhfvDn11LCGJiISVjt2wIABvvv999/7tltu8cWb++6rtl8Chg2D0aOhTRv/ErRp47c1qbGIRISUFJ+cbr/dbx90kJ/L8d13oYbW0hEpT/ofJVKZdu70E7h99VV+28MPw8iR4YtJRCQS7NoFp58OH36Y33b11f5qbjUt3BQ0bJiKNiISYaZNg4ED87f32ccPfW3aNHwxiVRxKuKIVIbsbDj3XHjzzfy2W2/1k7vpy4mIVGdZWT4/vvVWftsll8CLL/ou+SIiEnlmz4aePUPb/vhDC3GIVAIVcUQqUu7Ebs88k9928cUwZoy+nIhI9Zad7fNhSkp+27nn+u3Y2PDFJSIixVu6FNq2DW374Qfo3Tss4YhUR/oWKVJR7rnHF2pyCzgnnuiHC4wdqwKOiFRfOTkwYoSfIyG3gHPaaT4/TpyoAo6ISCRav94PkQou4Hz4ob9gqQKOSKXSN0mR8vZ//+eHSN11l9/u2RO2b/d/6GrWDG9sIiLh4hzceKMv0jz/vG8bONBPZJyaqvwoIhKJMjJ8kaZJE1i3zre99JLP6SeeGN7YRKopFXFEystrr/nizTXX+O2WLWHDBvjxx8LrwoqIVBfO+dVKYmLgySd92xFH+CXEP/4YatcOb3wiIlJYdjaccYb/DDtrlm+7916f0y+5JKyhiVR3KuKI7K1p03zx5txz/XZsLKSlwfLl0LBheGMTEQmn3GGlDz7ot3v18kvOfvUVxMWFNzYRESnMObjpJj/k9e23fdsVV/ihsP/6V3hjizaLU+CdtjAhxt8uTtndGSKloiKOyJ764QdfvAleVnHBAr/SSqtW4YtLRCTcHnoodFhpYiJs3uyv5tatG97YZI+kpPipMGJi/G2KvouIVD2PPeb/kz/+uN8+4QQ/X9no0VpNtawWp8CMEZC+FHD+dsYIFXKkXKiII1VaWmoq0/r359327ZnWvz9pqal7f6cLFvg/ZH365LfNnOmvXHTsuPf3LyISrZ56yufH227z223a+GGlv/0G++wT3thkj6Wk+Lmoly71f+qWLvXbKuSIVBGTJvncffPNfjsxEbZuhSlTNF/ZnpqTBNnpoW3Z6b5dZC+piCNVVlpqKnOTkshYsQKcI2PFCuYmJe15ISctzf+BS0zMb5s+3X+iPeSQ8glaRCQaPf+8z4833OC3mzWDNWtgyRINK60CkpL8FEbB0tN9u4hEsc8+87l76FC/HRcHq1b5wnu9emENLeqlLytbu0gZqIgjVdb8UaPIzsgIacvOyGD+qFFlu6P166F5c9h///y2N97wxZtjjimHSEVEotS4cf4LwIgRfrt+fVixAlav9kvRSpWwrJjvHMW1i0iE+/lnn7uPPjq/beFCX51t3jx8cVUl8a3L1i5SBiriSJWVsXJlmdoL2b4dunf3SyquWePbnnvOF2/OPLOcohQRKZmZ3WRmv5jZPDN71czqmFkjM5tqZr8Hbiu3u8vrr/svABdd5LdjY/03+i1boEWLSg1FKl7rYr5zFNcuIhHqr7987u7ePb/tu+/8Z9sOHcIXV0UK1+TCPZIhtsDqtLHxvl1kL6mII1VWXDFfJIprz7Nrl5+suF49f6UC4L77/B+43KvNIiKVwMxaATcAvZ1z3YBYYChwOzDdOdcBmB7YrniTJ/svAOeck9/2559+Qvfg3opSpSQn+1WGg8XH+3YRiQIbN0LLlqGV13ff9Z9tDzssfHFVtHBOLtxuGPQZDfFtAPO3fUb7dpG9pCKOVFmJI0cSW2AJ29i4OBJHjiz6hJwcuOACqF3bLxsOfn6HnBwN/BeRcKoBxJlZDSAeWAEMBl4O7H8ZOL1CI/joI1+8GTw4v23BAv8FoF27Cn1oCb9hw/ziNG3a+LdBmzZ+e5i+i4hEth07oG9faNQIcnuijx7tc/egQeGNrTKEe3LhdsPg9CVwfo6/VQFHykmNcAcgUlESAl825o8aRcbKlcS1aEHiyJF57Xmcg5Ej4dFH89uGDoXx4/0QARGRMHHOLTezUcAyIAP42Dn3sZk1d86tDByz0syaVUgAn35aeO6vefOga9cKeTiJXMOGqWgjEjVycuD88/2qU7nuvBPuvjt8MYWDJheWKkpFHKnSEgYPLly0Cfbgg3B70CiEo4+GDz/0vXFERMIsMNfNYKAdsAl43cwuKMP5I4ARAK3LOoHJhRf6YnauH3+Enj3Ldh8iIlJ5nIPbboOHH85vu+QSePFFiKmGAzDiWweGUhXRLhLFquH/ZhFgzBjfJzy3gNOli5+Q85NPVMARkUhyHLDYObfWOZcJvAX8DVhtZi0AArdrijrZOTfaOdfbOde7aVlXi+rVy9/mTnqpAo6ISOR6+mlfqMkt4Bx9NOzcCS+9VD0LOKDJhaXKqqb/o6XaSk31xZvLLvPbjRvD2rXwyy9+aVwRkciyDDjczOLNzIBjgd+AycDFgWMuBlLL/ZFvuqnqT3opIhLt3nzTf7a9/nq/feCBsHmzvzBZq1Z4Yws3TS4sVZSGU0n18MUXcNRRoW1Ll2p9VBGJaM65783sDeBHIAv4CRgN1ANeM7PL8IWes8MXpYiIVLovv4Qjj8zfrlEDli2D3a3CWt20G6aijVQ5KuJI1ffii3D55fnbv/zih0+JiEQB59xdwF0Fmnfie+WIiEh18uuvhSeX/+03SEwMTzwiUuk0nEqqvvbtfY+bb7/1QwNUwBERERGRaLJ8uR82FVzA+eor/9lWBRyRakU9caTqO+ooP3RKRERERCSabN4MPXqEfpZ96y0YMiR8MYlIWKknjoiIiIiISCTZudPPedOgQX4B53//8z1vVMARqdZUxBEREREREYkEOTlw4YVQp46fvBjg9tt98eaaa8Ibm4hEBBVxpNKY2Y1mNs/MfjGzvwfaGpnZVDP7PXDbMMxhioiIiIhUvn/9C2JjYfx4vz1sGGRnw/33hzcuEYkoKuJIpTCzbsAVQB+gBzDIzDoAtwPTnXMdgOmBbRERERGR6uHZZ/2kxcnJfrtfP9ixwxdzYvR1TURCKStIZekMfOecS3fOZQGfA0OAwcDLgWNeBk4PT3giIiIiUlWY2U2B3t/zzOxVM6sTcT3AU1N98ebqq/32/vvDxo1+GFXt2mENTUQil1anksoyD0g2s8ZABnAyMBNo7pxbCeCcW2lmzXZ3R7vW7CLt6dDVpuodXJ8G/RqRsyuHFaP/KnTOPn32ZZ8+DcjelsXKscsL7d/3iIbU77kPmRszWZ2yotD+BgMaUa9bfXat2cma11YV2t9oYBPiO9Vl5/IdrH17daH9jU9pSly7eDIWp7P+/bWF9jcd0pzareqQvmA7G6auK7S/2Tn7UatZbbbN28qmzzYU2t98WEtqNqzJ1p+2sPnrjYX2t7ikFbH1arBlxia2zNhcaH/LEfsTUyuGTV9tYNvsrYX2J1zXBoCNn65n+y/bQvZZTaPVla0BWP/xWjIWpofsj6kbS8vhCQCse28NO5ZkhOyv0aAG+13QCoC1b69i5/KdIftrNq1F83NbALB60koy1+4K2V+7VW2aDtkPgFXjl5O1KStkf522cTQZ5N9WK15KI2d7dsj+uI7xND6+KQDLn1uGy3Qh++t2rUfDoxsDFHrfgd57Vem9JyIiVYOZtQJuALo45zLM7DVgKNAF3wP8ATO7Hd8D/LZKD/Dbb+FvfwttS0uDVq0qPRQRiT7qiSOVwjn3G/AgMBWYAswBsko8KYiZjTCzmWY2MzMzs4KiFBEREZEqogYQZ2Y1gHhgBeHuAb5gge95E1zAmTfPT1qsAo6IlJI553Z/lEg5M7P/AmnAjcCAQC+cFsBnzrlOJZ3bu3dvN3PmzMoIU0SqETOb5ZzrHe44Kopyp4hUhEjNnWZ2I5CM7wH+sXNumJltcs41CDpmo3OuxCFV5ZI7V62C1q0h+ELk55/7JcRFpFram9ypnjhSaXKHSplZa+AM4FVgMnBx4JCLgdTwRCciIiIiVUFgrpvBQDugJVDXzC4ow/l5PcDXri08FLnUtm6F9u2hRYv8As5rr/meNyrgiMgeUhFHKtObZvYr8C5wrXNuI/AAMNDMfgcGBrZFRERERPbUccBi59xa51wm8BbwN2B1oOc3gds1RZ3snBvtnOvtnOvdtGnTsj96ZiYcdxzssw/88Ydve/xxX7w5++w9eT4iInk0sbFUGudc/yLa1gPHhiEcEREREamalgGHm1k8fjjVsfgFNbbje34/QEX1AP/3v+G++/K3R46Ehx7yc+GIiJQDFXFERERERKTKcM59b2ZvAD/iF9L4CRgN1ANeM7PL8IWe8u0W41x+Aefss+HVVyE2tlwfQkRERRwREREREalSnHN3AXcVaN5JRfYAN4MtW6B2bahVq8IeRkSqNxVxREREREREykP9+uGOQESqOE1sLCIiIiIiIiISBVTEERERERERERGJAiriiIiIiIiIiIhEARVxRERERERERESigIo4IiIiIiIiIiJRQEUcEREREREREZEooCKOiFS6tNRUpvXvz7vt2zOtf3/SUlPDHZKIiIiIiEjEqxHuAESkeklLTWVuUhLZGRkAZKxYwdykJAASBg8OZ2giIiIiIiIRTT1xRKRSzR81Kq+Akys7I4P5o0aFKSIREREREZHooCKOiFSqjJUry9QuIiIiIiIinoo4IlKp4lq0KFO7iIiIiIiIeCriiEilShw5kti4uJC22Lg4EkeODFNEIiIiIiIi0UETG4tIpcqdvHj+qFFkrFxJXIsWJI4cqUmNRUREREREdkNFHBGpdAmDB6toIyIiIiIiUkYaTiUiIiIiIiIiEgVUxBERERERERERiQIq4oiIiIiIiIiIRAEVcUREREREREREooCKOCIiIiIiIiIiUUBFHBERERERERGRKKAijoiIiIiIiIhIFFARR0REREREREQkCqiIIyIiIiIiIiISBVTEEZFqJS01lWn9+/Nu+/ZM69+ftNTUcIckUiwz62Rms4P+bTGzv5tZIzObama/B24blufjpqRA27YQE+NvU1LK895FRKqoxSnwTluYEONvFyt5ikj5UxFHRKqNtNRU5iYlkbFiBThHxooVzE1KUiFHIpZzboFz7mDn3MHAIUA68DZwOzDdOdcBmB7YLhcpKTBiBCxdCs752xEjVMgRESnR4hSYMQLSlwLO384YoUKOiJQ7FXFEpNqYP2oU2RkZIW3ZGRnMHzUqTBGJlMmxwB/OuaXAYODlQPvLwOnl9SBJSZCeHtqWnu7bRUSkGHOSILtA8sxO9+0iIuVIRRwRqTYyVq4sU7tIhBkKvBr4ublzbiVA4LZZUSeY2Qgzm2lmM9euXVuqB1m2rGztIiICpBeTJItrFxHZQyriiEi1EdeiRZnaRSKFmdUCTgNeL8t5zrnRzrnezrneTZs2LdU5rVuXrV1ERID4YpJkce0iIntIRRwRqTYSR44kNi4upC02Lo7EkSPDFJFIqZ0E/OicWx3YXm1mLQACt2vK64GSkyE+PrQtPt63i4hIMXokQ2yB5Bkb79tFRMqRijgiUm0kDB5M9+Rk4lq2BDPiWrake3IyCYMHhzs0kd05j/yhVACTgYsDP18MlNvs3MOGwejR0KYNmPnb0aN9u4iIFKPdMOgzGuLbAOZv+4z27SIi5ahGuAMQEalMCYMHq2gjUcXM4oGBwJVBzQ8Ar5nZZcAy4OzyfMxhw1S0EREps3bDVLQRkQqnIo6IiEgEc86lA40LtK3Hr1YlIiIiItWIhlOJiIiIiIiIiEQBFXFERERERERERKKAijgiIiIiIiIiIlFARRwRERERERERkSigIo6IiIiIiIiISBRQEUdEREREREREJAqoiCMiIiIiIiIiEgXMORfuGETKxMzWAkvDHEYTYF2YY9hb0f4coj1+0HOIBMHxt3HONQ1nMBVJubPcRPtziPb4IfqfQ7THD8qdlS3a3zPRHj/oOUSCaI8fyil3qogjsgfMbKZzrne449gb0f4coj1+0HOIBNEef7SpCq93tD+HaI8fov85RHv8UDWeQzSJ9tc72uMHPYdIEO3xQ/k9Bw2nEhERERERERGJAiriiIiIiIiIiIhEARVxRPbM6HAHUA6i/TlEe/yg5xAJoj3+aFMVXu9ofw7RHj9E/3OI9vihajyHaBLtr3e0xw96DpEg2uOHcnoOmhNHRERERERERCQKqCeOiIiIiIiIiEgUUBHn/9u70xjJqjKM4/9HhkFERGGCohJHCLhGAaNBBSO4RDFxC1GJiolG474FjVvIRGNiVFy+uC8oGsDogEhQcQONBlDGnmHGEQUd44ALbhFQQZnXD3V7qKmppburu+ve5P9LTqi6955b76lT/Vxy6lJIfZIcnuQHSbYn2ZbkDQP7z0hSSdaN6L8jyTVJ5pL8bHWq3uP1h9afZEOSG5q65pKcMqL/05Jcm+S6JG9b3ep31zDtGGY6B00NIz9HSV7XvMfbkrx/RP+ZzsMy1N/aOUhyft9naEeSuRH9Z/630CVm5+w/L13Pzq7nZlOD2dmCeeiKrudmU4PZaXZOrevZOZPcrCqbzdY04DDguObxgcCvgIc2zw8Hvg38Dlg3ov+OUftmWT+wAThjQt99gOuBI4C1wOb5sXdlDG2YgwljOAn4LrBfs+/QNs7DNPW3fQ4GjjkLOLONc9C1ZnbO/vPS9ezsem5OO4Y2zMG4MQwcY3au8HvdhdwcNwazsxX1m50zrn/gmGXNTe/EkfpU1R+qalPz+GZgO3C/ZveHgbcCrf0hqQn1T/IY4Lqq+k1V3Q6cBzxrZSodbcoxtMKYMbwKeF9V3dbs+/OQ7jOfhynrb4VJn6MkAZ4HnDuk+8znoGvMztl/XrqenV3PTTA7ack8dEXXcxPMzjYwO2dvFrnpIo40QpL1wLHAlUmeCdxQVZsndCvg0iRXJ3nFStc4Tn/9zabXJtmS5HNJ7jWky/2A3/c938mML2JLGAO0aA5grzEcDZyY5Moklyd59JAurZqHJdQP7Z6DeScCf6qqXw/p0qo56Bqzc/afl65nZ9dzE8zOxsznoSu6nptgdrZhHszO1s3BvGXPTRdxpCGS3B34GvBG4H/AO4EzF9D18VV1HPB04DVJnrBiRY7RX39V/RP4OHAkcAzwB3q39O3Vbci2mX0DtMQxQEvmAIaOYQ1wL+B44C3AV5rV+T26DTnVTOZhifVDu+dg3mkM/0YEWjQHXWN27mZ2LlHXcxPMzgFm5wRdz00wO9swD2ZnK+dg3rLnpos40oAk+9L7A/xyVW2kF+APBDYn2QHcH9iU5D6DfavqxuaffwYuoHeL3KoaUj9V9aequqOqdgGfHlHXTnr/Dfa8+wM3rnS9w0wxhlbMAQwfA733eGP1XAXsAgZ/sLAV8zBF/W2fA5KsAZ4LnD+iayvmoGvMzt3MziXqem6C2UlL5qErup6bYHa2YR7MztbOwYrlpos4Up9mdfezwPaq+hBAVV1TVYdW1fqqWk/vj+24qvrjQN8Dkhw4/xh4KrB11vU32w/rO+w5I+r6KXBUkgcmWQu8ALhoJesdZpoxtGEOmtceOgbgQuDk5pij6f2A2V8Gus98HqapvwNzAPBk4JdVtXNE95nPQdeYnbP/vHQ9O7uem019ZmcL5qErup6bzWubnWbn1LqenTPJzZrRrzjbbG1swAn0bmHbAsw17ZSBY3bQ/AI6cF/gkubxEfR+UXwzsA14Z1vqB84Brmm2XwQcNlh/8/wUer+ofv0s6p92DG2YgwljWAt8id7FZRNwchvnYZr62z4Hzb6zgVcOHN+qOehaG/d+9x2zA7OzlWNo+Rx0IjenHUMb5mDcGJp9Z2N2rsp73XfMDlqam+PGsJDcacvnZZoxtGEepsmdDsxBJ7Jz3N8yK5SbaTpKkiRJkiSpxfzPqSRJkiRJkjrARRxJkiRJkqQOcBFHkiRJkiSpA1zEkSRJkiRJ6gAXcSRJkiRJkjrARRxJkiRJkqQOcBFHkiRJkiSpA1zEkbSHJPdJcl6S65P8IsklSY6eYT33TPLq5eiX5CfLVNP+SS5Pss8Cjq0k5/Q9X5PkpiQXjzj2rL7nZyTZ0Dxem+SHSdYsxxgkLR9zc0HnNjcl7cHsXNC5zU7txUUcSbslCXABcFlVHVlVDwXeAdx7hmXdExh6QU3PqBzbq19VPW6ZanopsLGq7ljAsbcCD0+yf/P8KcANI469DXhuknWDO6rqduB7wPOXUK+kFWJuLpi5KWk3s3PBzE7txUUcSf1OAv5bVZ+Y31BVc1X1oyRvTrK1aW+c359kfZLtST6dZFuSS+cvHklOT7Ilyeb5bwaSvCjJVUnmknxy/puFMed5H3Bkc/wH+o77GLAJODzJhUmubvq9oiltj37Na9zSV/de4xk3lgEvBL7ed67LkjyoeXxIkq0Dx38TeEbz+DTg3BHv//+ATwFvGrH/wua1JbWHuWluSlo8s9Ps1FJVlc1ms1FVAK8HPjxk+6OAa4ADgLsD24Bjm33r6V0IjmmefwV4EfAw4FpgXbP9YOAhwDeAfZttHwNOn3Ce9cDWvlrWA7uA4/u2Hdz8c39gK3DIYL9m/y3jxjOqhoFzrAX+OLBtJ3CX5vFJwLn9rwk8AvgqcFdgDngicPGQ9/kW4B7ADuAg4AxgQ9/+fYCbZv05sdlsdzZz09y02WyLb2an2WlbevNOHEkLcQJwQVXdWlW3ABuBE/v2/7aq5prHV9O7MJ0MfLWq/gJQVX8DnkTvYvbTJHPN8yMmnGeY31XVFX3PX59kM3AFcDhw1BTjmVTDOuAf80+SPAC4oap2NZseAWzp71BVW5rznAZcMq6wqvon8EV6/3IzuO8O4PYkB44dnaQ2MDfvZG5KWiiz805mp4byx4ok9dsGnDpkeyb0u63v8R30vp0IUEPO84WqevsizjPMrbtPmDwReDLw2Kr6V5LL6H37MM648Uyq4d8D5z+GPS+gjwLOH3Lei4AP0vtG5JAJ9X2E3m27nx+ybz/gPxP6S1o95qa5KWnxzE6zU0vknTiS+n0f2C/Jy+c3JHk08HPg2UnuluQA4DnAjyac63vA85Ic0pzn4GbbqUkOnd/WfKswzs3AuG8BDgL+3lxMHwwcv4B+P1zCeACoqr8D+ySZv6g+kuYCm+Qo4Fn0bpsd9Dng3VU1bN/ga/yN3m21L+vf3ryXN1XVfxdSq6RVYW5OYG5KGsLsnMDs1Cgu4kjaraqK3sXlKen97x63ARuAG4GzgauAK4HPVNXPJ5xrG/Be4PLmttMPVdUvgHcBlybZAnwHOGzCef4K/Lj5MbgPDDnkW8Ca5nzvoXd769h+VbVpseMZcCm922Oh963IXZoxnglsB14yZBw7q+qji3iNs+jdRtvvJCbcGitpdZmbC2ZuStrN7Fwws1N7Se/vR5K0UEmOBd5cVS9Och29H9y7eRVedyPw9qq6dqVfS5KWk7kpSYtndmoY78SRpEVqvkH5QZKDgF2rdDFdC1zoxVRSF5mbkrR4ZqeG8U4cSZIkSZKkDvBOHEmSJEmSpA5wEUeSJEmSJKkDXMSRJEmSJEnqABdxJEmSJEmSOsBFHEmSJEmSpA5wEUeSJEmSJKkDXMSRJEmSJEnqABdxJEmSJEmSOuD/463O5UgzLq8AAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,midno3jan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,midno3feb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,midno3mar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Concentration ($\\mu$M N)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Mid-depth (30-90m) Nitrate Concentration by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "#JAN\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(midno3jan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(midno3jan,yearday1)\n", "ax2[0].plot(midno3jan, y, 'r', label='Fitted line')\n", "ax2[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[1].plot(midno3jan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(midno3jan,yearday2)\n", "ax2[1].plot(midno3jan, y, 'r', label='Fitted line')\n", "ax2[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[2].plot(midno3jan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax2[1].set_title('Bloom Date vs. January Average Mid-depth (30-90m) Nitrate Concentration')\n", "y,r2,m,b=bloomdrivers.reg_r2(midno3jan,yearday3)\n", "ax2[2].plot(midno3jan, y, 'r', label='Fitted line')\n", "ax2[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# FEB\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(midno3feb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(midno3feb,yearday1)\n", "ax3[0].plot(midno3feb, y, 'r', label='Fitted line')\n", "ax3[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[1].plot(midno3feb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(midno3feb,yearday2)\n", "ax3[1].plot(midno3feb, y, 'r', label='Fitted line')\n", "ax3[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "\n", "ax3[2].plot(midno3feb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax3[1].set_title('Bloom Date vs. February Average Mid-depth (30-90m) Nitrate Concentration')\n", "y,r2,m,b=bloomdrivers.reg_r2(midno3feb,yearday3)\n", "ax3[2].plot(midno3feb, y, 'r', label='Fitted line')\n", "ax3[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# MAR\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(midno3mar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(midno3mar,yearday1)\n", "ax4[0].plot(midno3mar, y, 'r', label='Fitted line')\n", "ax4[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[1].plot(midno3mar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(midno3mar,yearday2)\n", "ax4[1].plot(midno3mar, y, 'r', label='Fitted line')\n", "ax4[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[2].plot(midno3mar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax4[1].set_title('Bloom Date vs. March Average Mid-depth (30-90m) Nitrate Concentration')\n", "y,r2,m,b=bloomdrivers.reg_r2(midno3mar,yearday3)\n", "ax4[2].plot(midno3mar, y, 'r', label='Fitted line')\n", "ax4[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Nitrate concentration in deep SoG (below 250 m)" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, { "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,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,deepno3jan, '-',color='green',label='January Average')\n", "#p2=ax.plot(years,deepno3feb, '-',color='c',label='February Average')\n", "#p3=ax.plot(years,deepno3mar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Concentration ($\\mu$M N)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Deep (below 250m) Nitrate Concentration Throughout SoG by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(deepno3jan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(deepno3jan,yearday1)\n", "ax2[0].plot(deepno3jan, y, 'r', label='Fitted line')\n", "ax2[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[1].plot(deepno3jan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(deepno3jan,yearday2)\n", "ax2[1].plot(deepno3jan, y, 'r', label='Fitted line')\n", "ax2[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[2].plot(deepno3jan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Concentration ($\\mu$M N)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "y,r2,m,b=bloomdrivers.reg_r2(deepno3jan,yearday3)\n", "ax2[2].plot(deepno3jan, y, 'r', label='Fitted line')\n", "ax2[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "ax2[1].set_title('Bloom Date vs. January Average Deep (below 250m) Nitrate Concentration Throughout SoG')\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Halocline" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,1,figsize=(12,5))\n", "p1=ax.plot(years,halojan, '-',color='green',label='January Average')\n", "p2=ax.plot(years,halofeb, '-',color='c',label='February Average')\n", "p3=ax.plot(years,halomar, '-',color='orchid',label='March Average')\n", "ax.set_ylabel('Halocline Depth (m)')\n", "ax.set_xlabel('Year')\n", "ax.set_title('Halocline Depth by Year')\n", "ax.set_xticks([2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020])\n", "ax.legend(handles=[p1[0],p2[0],p3[0]],bbox_to_anchor=(-0.25, 1.0), loc='upper left')\n", "\n", "ax1=ax.twinx()\n", "p4=ax1.plot(years,yearday1, 'o',color='firebrick',label='Metric1')\n", "p5=ax1.plot(years,yearday2, 'o',color='b',label='Metric2')\n", "p6=ax1.plot(years,yearday3, 'o',color='orange',label='Metric3')\n", "ax1.set_ylabel('Year Day')\n", "ax1.legend(handles=[p4[0],p5[0],p6[0]],bbox_to_anchor=(1.05, 1.0), loc='upper left')\n", "\n", "# JAN\n", "fig2,ax2=plt.subplots(1,3,figsize=(17,5))\n", "ax2[0].plot(halojan,yearday1,'o',color='firebrick')\n", "ax2[0].set_xlabel('Halocline Depth (m)')\n", "ax2[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(halojan,yearday1)\n", "ax2[0].plot(halojan, y, 'r', label='Fitted line')\n", "ax2[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[1].plot(halojan,yearday2,'o',color='b')\n", "ax2[1].set_xlabel('Halocline Depth (m)')\n", "ax2[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(halojan,yearday2)\n", "ax2[1].plot(halojan, y, 'r', label='Fitted line')\n", "ax2[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax2[2].plot(halojan,yearday3,'o',color='orange')\n", "ax2[2].set_xlabel('Halocline Depth (m)')\n", "ax2[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax2[1].set_title('Bloom Date vs. January Average Halocline Depth')\n", "y,r2,m,b=bloomdrivers.reg_r2(halojan,yearday3)\n", "ax2[2].plot(halojan, y, 'r', label='Fitted line')\n", "ax2[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax2[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# FEB\n", "fig3,ax3=plt.subplots(1,3,figsize=(17,5))\n", "ax3[0].plot(halofeb,yearday1,'o',color='firebrick')\n", "ax3[0].set_xlabel('Halocline Depth (m)')\n", "ax3[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(halofeb,yearday1)\n", "ax3[0].plot(halofeb, y, 'r', label='Fitted line')\n", "ax3[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[1].plot(halofeb,yearday2,'o',color='b')\n", "ax3[1].set_xlabel('Halocline Depth (m)')\n", "ax3[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(halofeb,yearday2)\n", "ax3[1].plot(halofeb, y, 'r', label='Fitted line')\n", "ax3[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax3[2].plot(halofeb,yearday3,'o',color='orange')\n", "ax3[2].set_xlabel('Halocline Depth (m)')\n", "ax3[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax3[1].set_title('Bloom Date vs. February Average Halocline Depth')\n", "y,r2,m,b=bloomdrivers.reg_r2(halofeb,yearday3)\n", "ax3[2].plot(halofeb, y, 'r', label='Fitted line')\n", "ax3[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax3[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "# MAR\n", "fig4,ax4=plt.subplots(1,3,figsize=(17,5))\n", "ax4[0].plot(halomar,yearday1,'o',color='firebrick')\n", "ax4[0].set_xlabel('Halocline Depth (m)')\n", "ax4[0].set_ylabel('Bloom Day (Metric 1)')\n", "y,r2,m,b=bloomdrivers.reg_r2(halomar,yearday1)\n", "ax4[0].plot(halomar, y, 'r', label='Fitted line')\n", "ax4[0].text(0.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[0].text(0.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[1].plot(halomar,yearday2,'o',color='b')\n", "ax4[1].set_xlabel('Halocline Depth (m)')\n", "ax4[1].set_ylabel('Bloom Day (Metric 2)')\n", "y,r2,m,b=bloomdrivers.reg_r2(halomar,yearday2)\n", "ax4[1].plot(halomar, y, 'r', label='Fitted line')\n", "ax4[1].text(0.6, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[1].text(0.6,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "ax4[2].plot(halomar,yearday3,'o',color='orange')\n", "ax4[2].set_xlabel('Halocline Depth (m)')\n", "ax4[2].set_ylabel('Bloom Day (Metric 3)')\n", "ax4[1].set_title('Bloom Date vs. March Average Halocline Depth')\n", "y,r2,m,b=bloomdrivers.reg_r2(halomar,yearday3)\n", "ax4[2].plot(halomar, y, 'r', label='Fitted line')\n", "ax4[2].text(1.1, 0.85, '$\\mathregular{r^2}$ = %f'%r2, transform=ax.transAxes)\n", "ax4[2].text(1.1,0.81,f'y={m}x+{b}',horizontalalignment='left',verticalalignment='bottom',transform=ax.transAxes)\n", "\n", "\n", "# Jan month lines\n", "ax2[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax2[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax2[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax2[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax2[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax2[1].axhline(y=120, color='peru', linestyle='--')\n", "ax2[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# Feb month lines\n", "ax3[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax3[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax3[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax3[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax3[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax3[1].axhline(y=120, color='peru', linestyle='--')\n", "ax3[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "# March month lines\n", "ax4[0].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[0].axhline(y=120, color='peru', linestyle='--',label='April 30th')\n", "#ax4[0].axhline(y=151, color='lime', linestyle='--',label='May 31st')\n", "ax4[0].legend(bbox_to_anchor=(-0.25, 1.0))\n", "ax4[1].axhline(y=90, color='orchid', linestyle='--')\n", "ax4[2].axhline(y=90, color='orchid', linestyle='--',label='March 31st')\n", "ax4[1].axhline(y=120, color='peru', linestyle='--')\n", "ax4[2].axhline(y=120, color='peru', linestyle='--',label='April 30th')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python (py39)", "language": "python", "name": "py39" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.2" } }, "nbformat": 4, "nbformat_minor": 4 }