{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "#%matplotlib notebook\n", "import math\n", "import numpy as np\n", "from astropy import constants as co\n", "\n", "import matplotlib.pyplot as plt\n", "import matplotlib.colors as colors\n", "\n", "import copy\n", "\n", "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "from scipy.interpolate import griddata" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "#--- We use cgs units -----\n", "Msun=co.M_sun.cgs.value\n", "c=co.c.cgs.value\n", "G=co.G.cgs.value\n", "pc=co.pc.cgs.value\n", "tenkpc=1e4*pc" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Long-bar technical report paper (Ott et al 2010)\n", "https://dcc.ligo.org/LIGO-T1000553/public" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# Moments of inertia os a cylinder (symmetry axis = y)\n", "def Calculate_Iij_bar (M,R,LoR):\n", " Ixx = 1./12. * M*R**2 *(3.+(LoR)**2)\n", " Iyy = 0.5 * M * R**2\n", " Izz = Ixx\n", " return Ixx, Iyy, Izz\n", "# Compute ellipticity from moments of inertia (rotation axis - z)\n", "def Calculate_eps (Ixx,Iyy,Izz):\n", " return (Ixx-Iyy)/Izz" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "----- Maximum value -------\n", "ellipticity = 0.8461538461538461\n", "Ixx = 38.773992478611994 x 10^45 g cm^2\n", "Iyy = 5.965229612094154 x 10^45 g cm^2\n", "Izz = 38.773992478611994 x 10^45 g cm^2\n", "Note that this numbers are much larger than the canonical NS value of 10^45 g cm^2.\n", "----- Minimum value -------\n", "ellipticity = -0.5\n", "Ixx = 0.024855123383725638 x 10^45 g cm^2\n", "Iyy = 0.037282685075588455 x 10^45 g cm^2\n", "Izz = 0.024855123383725638 x 10^45 g cm^2\n" ] } ], "source": [ "# Maximum possible values for Ott et al 2010 technical report\n", "M=1.5*Msun # in Ott et al 2010 ranges between 0.15 and 1.5 Msun\n", "R=20e5 #[cm] in Ott et al 2010 ranges between 5 and 20 km\n", "LoR=6. # in Ott et al 2010 L/R ranges from 1 to 6\n", "Ixx, Iyy, Izz=Calculate_Iij_bar(M,R,LoR)\n", "eps = Calculate_eps (Ixx, Iyy, Izz)\n", "print (\"----- Maximum value -------\")\n", "print (\"ellipticity = \",eps)\n", "print (\"Ixx = \",Ixx/1e45,\" x 10^45 g cm^2\")\n", "print (\"Iyy = \",Iyy/1e45,\" x 10^45 g cm^2\")\n", "print (\"Izz = \",Izz/1e45,\" x 10^45 g cm^2\")\n", "print (\"Note that this numbers are much larger than the canonical NS value of 10^45 g cm^2.\")\n", "# Minimum values\n", "M=0.15*Msun # in Ott et al 2010 ranges between 0.15 and 1.5 Msun\n", "R=5e5 #[cm] in Ott et al 2010 ranges between 5 and 20 km\n", "LoR=1. # in Ott et al 2010 L/R ranges from 1 to 6\n", "Ixx, Iyy, Izz=Calculate_Iij_bar(M,R,LoR)\n", "eps = Calculate_eps (Ixx, Iyy, Izz)\n", "print (\"----- Minimum value -------\")\n", "print (\"ellipticity = \",eps)\n", "print (\"Ixx = \",Ixx/1e45,\" x 10^45 g cm^2\")\n", "print (\"Iyy = \",Iyy/1e45,\" x 10^45 g cm^2\")\n", "print (\"Izz = \",Izz/1e45,\" x 10^45 g cm^2\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data from the O1+O2 targeted search for CCSNe\n", "https://journals.aps.org/prd/abstract/10.1103/PhysRevD.101.084002" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "###### Class definitions ######\n", "# Parameters of the sine-Gaussian model\n", "class SGmodel:\n", " name=\"\" # name of the model\n", " f=0. # frequency of the signal (Hz)\n", " tau=0. # tau (s)\n", " hten=0. # hrss value at 10kpc for the base signal\n", " M=0.\n", " R=0.\n", " LoR=0.\n", "# Data from the EM SN observation\n", "class SNobs:\n", " name=\"\"\n", " D=0. #distance in cm\n", "# Limits set by GW detector data\n", "class GWobs:\n", " hrss=0. # Upper limit on hrss at the detector\n", " hten=0. # Upper limit on hrss at 10 kpc\n", " h0=0. # Upper limit on the amplitude of the sine-Gaussian\n", " Izzeps=0. # Upper limit on the combination Izz * ellipticity \n", " EGW=0. # Upper limit on the GW emergy emmitted" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "lb1 , tau = 100.00 ms , f = 800.0 Hz\n", "lb2 , tau = 1000.00 ms , f = 800.0 Hz\n", "lb3 , tau = 100.00 ms , f = 1600.0 Hz\n", "lb4 , tau = 100.00 ms , f = 800.0 Hz\n", "lb5 , tau = 1000.00 ms , f = 800.0 Hz\n", "lb6 , tau = 25.00 ms , f = 1601.0 Hz\n", "sg1 , tau = 15.11 ms , f = 235.0 Hz\n", "sg2 , tau = 2.72 ms , f = 1304.0 Hz\n", "sg3 , tau = 15.11 ms , f = 235.0 Hz\n", "sg4 , tau = 2.72 ms , f = 1304.0 Hz\n" ] } ], "source": [ "SGs={}\n", "#---------------------------------------------------------------------\n", "#---- Parameters used for the extreme emision models -----------------\n", "#---------------------------------------------------------------------\n", "\n", "#---- Data for the long-bar models (table IV and text in IV.C.2) -----\n", "# Note the typo in table IV: 1e-22 -> 1e-20\n", "# According to Gossan et al 2016 (arxiv:1511.02836) tau is 1/4 of the \n", "# duration, however it seems that in the collaboration papers tau = duration \n", "\n", "SGkey=\"lb1\"\n", "SGs[SGkey]=SGmodel()\n", "SGs[SGkey].name=\"lb1\"\n", "SGs[SGkey].f=800. \n", "SGs[SGkey].tau=0.1\n", "SGs[SGkey].hten=1.48e-20\n", "SGs[SGkey].M=0.2*Msun\n", "SGs[SGkey].R=10e5\n", "SGs[SGkey].LoR=6.\n", "\n", "SGkey=\"lb2\"\n", "SGs[SGkey]=SGmodel()\n", "SGs[SGkey].name=\"lb2\"\n", "SGs[SGkey].f=800.\n", "SGs[SGkey].tau=1\n", "SGs[SGkey].hten=4.682e-20\n", "SGs[SGkey].M=0.2*Msun\n", "SGs[SGkey].R=10e5\n", "SGs[SGkey].LoR=6.\n", "\n", "SGkey=\"lb3\"\n", "SGs[SGkey]=SGmodel()\n", "SGs[SGkey].name=\"lb3\"\n", "SGs[SGkey].f=1600.\n", "SGs[SGkey].tau=0.1\n", "SGs[SGkey].hten=5.92e-20\n", "SGs[SGkey].M=0.2*Msun\n", "SGs[SGkey].R=10e5\n", "SGs[SGkey].LoR=6.\n", "\n", "SGkey=\"lb4\"\n", "SGs[SGkey]=SGmodel()\n", "SGs[SGkey].name=\"lb4\"\n", "SGs[SGkey].f=800.\n", "SGs[SGkey].tau=0.1\n", "SGs[SGkey].hten=7.398e-20\n", "SGs[SGkey].M=1.0*Msun\n", "SGs[SGkey].R=10e5\n", "SGs[SGkey].LoR=6.\n", "\n", "SGkey=\"lb5\"\n", "SGs[SGkey]=SGmodel()\n", "SGs[SGkey].name=\"lb5\"\n", "SGs[SGkey].f=800.\n", "SGs[SGkey].tau=1.\n", "SGs[SGkey].hten=23.411e-20\n", "SGs[SGkey].M=1.0*Msun\n", "SGs[SGkey].R=10e5\n", "SGs[SGkey].LoR=6.\n", "\n", "SGkey=\"lb6\"\n", "SGs[SGkey]=SGmodel()\n", "SGs[SGkey].name=\"lb6\"\n", "SGs[SGkey].f=1601.\n", "SGs[SGkey].tau=25e-3\n", "SGs[SGkey].hten=14.777e-20\n", "SGs[SGkey].M=1.0*Msun\n", "SGs[SGkey].R=10e5\n", "SGs[SGkey].LoR=6.\n", "\n", "#------ Data for the sine-Gaussian (ad-hoc) models (table IV and text in IV.C.3) -----\n", "# tau = Q / (sqrt(2 * pi) * f0), being Q=8.9 : Note that in Abbott et al 2016, 2020 pi\n", "# is outside the sqrt. It should be inside as described in Gossan et al 2016.\n", "\n", "SGkey=\"sg1\"\n", "SGs[SGkey]=SGmodel()\n", "SGs[SGkey].name=\"sg1\"\n", "SGs[SGkey].f=235.\n", "SGs[SGkey].tau=8.9/np.sqrt(2.*math.pi)/SGs[SGkey].f\n", "\n", "SGkey=\"sg2\"\n", "SGs[SGkey]=SGmodel()\n", "SGs[SGkey].name=\"sg2\"\n", "SGs[SGkey].f=1304.\n", "SGs[SGkey].tau=8.9/np.sqrt(2.*math.pi)/SGs[SGkey].f\n", "\n", "SGkey=\"sg3\"\n", "SGs[SGkey]=SGmodel()\n", "SGs[SGkey].name=\"sg3\"\n", "SGs[SGkey].f=235.\n", "SGs[SGkey].tau=8.9/np.sqrt(2.*math.pi)/SGs[SGkey].f\n", "\n", "SGkey=\"sg4\"\n", "SGs[SGkey]=SGmodel()\n", "SGs[SGkey].name=\"sg4\"\n", "SGs[SGkey].f=1304.\n", "SGs[SGkey].tau=8.9/np.sqrt(2.*math.pi)/SGs[SGkey].f\n", "\n", "# Summary table\n", "for SGkey in SGs.keys():\n", " print (SGkey, \", tau = \", '{:7.2f}'.format(SGs[SGkey].tau*1000), \"ms\", \n", " \", f = \",'{:7.1f}'.format(SGs[SGkey].f),\" Hz\")" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "SN2015as , D = 19.2 Mpc\n", "SN2016B , D = 19.1 Mpc\n", "SN2016X , D = 15.2 Mpc\n", "SN2017eaw , D = 6.72 Mpc\n", "SN2017gax , D = 19.7 Mpc\n" ] } ], "source": [ "#---------------------------------------------------------------------\n", "#---------- Distance to different SNe -----------------------------\n", "#---------------------------------------------------------------------\n", "\n", "#------ Data from table I ------------------------\n", "SNs={}\n", "\n", "SNkey=\"SN2015as\"\n", "SNs[SNkey]=SNobs()\n", "SNs[SNkey].name=\"SN 2015as\"\n", "SNs[SNkey].D=19.2e6*pc\n", "\n", "SNkey=\"SN2016B\"\n", "SNs[SNkey]=SNobs()\n", "SNs[SNkey].name=\"SN 2016B\"\n", "SNs[SNkey].D=19.1e6*pc\n", "\n", "SNkey=\"SN2016X\"\n", "SNs[SNkey]=SNobs()\n", "SNs[SNkey].name=\"SN 2016X\"\n", "SNs[SNkey].D=15.2e6*pc\n", "\n", "SNkey=\"SN2017eaw\"\n", "SNs[SNkey]=SNobs()\n", "SNs[SNkey].name=\"SN 2017eaw\"\n", "SNs[SNkey].D=6.72e6*pc\n", "\n", "SNkey=\"SN2017gax\"\n", "SNs[SNkey]=SNobs()\n", "SNs[SNkey].name=\"SN 2017gax\"\n", "SNs[SNkey].D=19.7e6*pc\n", "\n", "# Summary table\n", "for SNkey in SNs.keys():\n", " print('{:<10}'.format(SNkey), \", D = \",'{:5g}'.format(SNs[SNkey].D/1e6/pc),\" Mpc\")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "#---------------------------------------------------------------------\n", "#----------- Constraints set from the non-observation ----------------\n", "#----------- of associated GWs during O1 and O2 ----------------\n", "#---------------------------------------------------------------------\n", "GWs={}\n", "\n", "\n", "for SNkey in SNs.keys(): \n", " for SGkey in SGs.keys():\n", " key =(SNkey,SGkey)\n", " GWs[key]=GWobs()\n", "# Rescale hrss values @ 10 kpc to the real distance\n", "#for SNkey in SNs.keys(): #(\"SN2017eaw\", \"SN2017gax\"):\n", "# for SGkey in (\"lb1\",\"lb2\",\"lb3\",\"lb4\",\"lb5\",\"lb6\"):\n", "# key =(SNkey,SGkey)\n", "# GWs[key]=GWobs()\n", "# GWs[key].hrss=SGs[SGkey].hten*tenkpc/SNs[SNkey].D\n", "\n", "# \n", "\n", "#---- Limits on the long-bar modes (table VII) ----------\n", "# Table VII in the paper gives the distance (D_det) with a 50% detection efficiency\n", "# at which this signal could be observed if it were located in ths same\n", "# sky location as the corresponding supernova (but at a different distance, which is D_SN).\n", "# If we put the source at D_det, the hrss will be hten*10kpc/D_det.\n", "SNkey =\"SN2015as\"\n", "\n", "SGkey=\"lb1\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(0.93e6*pc) # hrss = hten * 10kpc / D_det\n", "SGkey=\"lb2\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(2.93e6*pc)\n", "SGkey=\"lb3\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(1.92e6*pc)\n", "SGkey=\"lb4\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(4.59e6*pc)\n", "SGkey=\"lb5\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(15.24e6*pc)\n", "SGkey=\"lb6\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(4.86e6*pc)\n", "\n", "\n", "SNkey =\"SN2016B\"\n", "\n", "SGkey=\"lb1\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(0.8e6*pc)\n", "SGkey=\"lb2\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(2.64e6*pc)\n", "SGkey=\"lb3\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(1.8e6*pc)\n", "SGkey=\"lb4\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(4.24e6*pc)\n", "SGkey=\"lb5\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(13.69e6*pc)\n", "SGkey=\"lb6\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(4.5e6*pc)\n", " \n", "SNkey =\"SN2016X\"\n", "\n", "SGkey=\"lb1\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(0.73e6*pc)\n", "SGkey=\"lb2\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(2.36e6*pc)\n", "SGkey=\"lb3\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(1.46e6*pc)\n", "SGkey=\"lb4\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(3.83e6*pc)\n", "SGkey=\"lb5\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(12.16e6*pc)\n", "SGkey=\"lb6\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(3.73e6*pc)\n", "\n", "SNkey =\"SN2017eaw\"\n", "\n", "SGkey=\"lb1\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(0.76e6*pc)\n", "SGkey=\"lb2\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(2.58e6*pc)\n", "SGkey=\"lb3\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(1.76e6*pc)\n", "SGkey=\"lb4\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(4.36e6*pc)\n", "SGkey=\"lb5\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(12.37e6*pc)\n", "SGkey=\"lb6\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(4.15e6*pc)\n", "\n", "\n", "SNkey =\"SN2017gax\"\n", "\n", "SGkey=\"lb1\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(1.23e6*pc)\n", "SGkey=\"lb2\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(3.55e6*pc)\n", "SGkey=\"lb3\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(2.63e6*pc)\n", "SGkey=\"lb4\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(6.16e6*pc)\n", "SGkey=\"lb5\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(19.03e6*pc)\n", "SGkey=\"lb6\"\n", "GWs[(SNkey,SGkey)].hrss=SGs[SGkey].hten*tenkpc/(6.4e6*pc)\n", " \n", "\n", " \n", " \n", "#--------- Ad hoc waveforms (sine Gaussian) results. Data from table VIII -------\n", "# I take only sg3 and sg4 because sg1 and sg2 are linearly polarized.\n", "# Values of hrss at the table seem \n", "\n", "# --- SN2015as ---\n", "key =(\"SN2015as\",\"sg1\")\n", "GWs[key].hrss=8.96e-23\n", "\n", "key =(\"SN2015as\",\"sg2\")\n", "GWs[key].hrss=2.95e-22\n", "\n", "key =(\"SN2015as\",\"sg3\")\n", "GWs[key].hrss=7.72e-23\n", "\n", "key =(\"SN2015as\",\"sg4\")\n", "GWs[key].hrss=2.58e-22\n", "\n", "# --- SN2016B ---\n", "key =(\"SN2016B\",\"sg1\")\n", "GWs[key].hrss=1.15e-22\n", "\n", "key =(\"SN2016B\",\"sg2\")\n", "GWs[key].hrss=4.07e-22\n", "\n", "key =(\"SN2016B\",\"sg3\")\n", "GWs[key].hrss=8.72e-23\n", "\n", "key =(\"SN2016B\",\"sg4\")\n", "GWs[key].hrss=2.71e-22\n", "\n", "# --- SN2016X ----\n", "key =(\"SN2016X\",\"sg1\")\n", "GWs[key].hrss=1.33e-22\n", "\n", "key =(\"SN2016X\",\"sg2\")\n", "GWs[key].hrss=4.52e-22\n", "\n", "key =(\"SN2016X\",\"sg3\")\n", "GWs[key].hrss=9.86e-23\n", "\n", "key =(\"SN2016X\",\"sg4\")\n", "GWs[key].hrss=3.11e-22\n", "\n", "# --- SN2017eaw ---\n", "key =(\"SN2017eaw\",\"sg1\")\n", "GWs[key].hrss=1.11e-22\n", "\n", "key =(\"SN2017eaw\",\"sg2\")\n", "GWs[key].hrss=3.78e-22\n", "\n", "key =(\"SN2017eaw\",\"sg3\")\n", "GWs[key].hrss=8.98e-23\n", "\n", "key =(\"SN2017eaw\",\"sg4\")\n", "GWs[key].hrss=2.81e-22\n", "\n", "# --- SN2017gax ---\n", "key =(\"SN2017gax\",\"sg1\")\n", "GWs[key].hrss=6.8e-23\n", "\n", "key =(\"SN2017gax\",\"sg2\")\n", "GWs[key].hrss=2.35e-22\n", "\n", "key =(\"SN2017gax\",\"sg3\")\n", "GWs[key].hrss=5.72e-23\n", "\n", "key =(\"SN2017gax\",\"sg4\")\n", "GWs[key].hrss=1.98e-22\n", "\n", "\n", "# The value of hten for a signal at a distance D_SN producing the same hrss,\n", "# is hrss*D_SN/10kpc.\n", "# The hrms value is just hrss / sqrt(T), where T is the duration of the signal, T = 4 tau \n", "for SNkey in SNs.keys():\n", " for SGkey in SGs.keys(): \n", " key =(SNkey,SGkey) \n", " GWs[key].hten=GWs[key].hrss*SNs[SNkey].D/tenkpc # hten (limit) = hrss * D / 10kpc\n", " GWs[key].hrms=GWs[key].hrss/np.sqrt(4*SGs[SGkey].tau) # hrms = hrss / sqrt(sqrt(2)*tau)\n", " GWs[key].EGW = math.pi**2*c**3/G * SNs[SNkey].D**2*SGs[SGkey].f**2 * GWs[key].hrss**2\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Sanity checks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Function to compute the rss value of h for the case of the sine Gaussian\n", "\n", "A sine-Gaussian waveform has the form:\n", "$$ \n", "\\begin{align}\n", "h_+ &= A \\;\\frac{1+\\alpha^2}{2}\\; e^{-t^2/\\tau^2} \\sin(2\\pi f_0 t + \\varphi) \\\\\n", "h_\\times &= A \\quad\\alpha \\quad e^{-t^2/\\tau^2} \\cos(2\\pi f_0 t + \\varphi)\n", "\\end{align}\n", "$$\n", "\n", "where $\\varphi$ is an arbitrary phase difference between the sine and the Gaussian envelope. \n", "In bargw.py (https://dcc.ligo.org/LIGO-T1000553/public) its value is $\\varphi = 2\\pi f_0 T/2 = 4 \\pi f_0 \\tau$, \n", "being $T=4\\tau$ the duration of the signal. In Gossan et al 2016 (https://ui.adsabs.harvard.edu/abs/2016PhRvD..93d2002G) its value os $\\varphi = 2\\pi f_0 T = 8 \\pi f_0 \\tau$.\n", "\n", "\n", "We compute square of the the rss value averaging $h^2$ in angles ($\\alpha$ in $[-1,2]$) and then integrating in \n", "$t$ in $[-\\infty, \\infty]$ so that:\n", "\n", "\n", "$$h_{\\rm rss} = A \\left(\\frac{\\pi}{2}\\right)^{1/4} \\sqrt{\\frac{6 \\tau}{15}} \\sqrt{1-\\frac{\\cos(2\\varphi)}{6}e^{-(2\\pi f_0 \\tau)^2/2}}$$\n", "\n", "where the last term can be neglected for $2\\pi f_0 \\tau >> 1$ (which will be in all the cases considered) so the result does not depend on the arbitrary phase\n", "\n", "$$h_{\\rm rss} \\approx A \\left(\\frac{\\pi}{2}\\right)^{1/4} \\sqrt{\\frac{6 \\tau}{15}} \\approx 0.708 A \\sqrt{\\tau}$$\n", "\n", "If we make the time integral using the time interval of the signal $[-T/2, T/2]$ this result is almost the same (change in the 5th significant digit).\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def Compute_hrss (A, f0, tau):\n", " #hrss=1/3*A*(2*math.pi)**(1/4)*np.sqrt(tau)*np.sqrt(1-np.exp(-2*f0**2*math.pi**2*tau**2))\n", " hrss=A*(math.pi/2)**(1/4)*np.sqrt(tau)*np.sqrt(6-np.exp(-2*f0**2*math.pi**2*tau**2))/np.sqrt(15)\n", " #hrss=A*(math.pi/2)**(1/4)*np.sqrt(tau)*np.sqrt(6)/np.sqrt(15) # approximation for f0*tau>>1\n", " #hrss*=1./1.12 # misterious factor\n", " return hrss" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we compare the results obtained with these expressions with the results in table IV in the paper. There is a factor 1.12 difference, appart from the obvious typo in the table, where $10^{-22}$ should read $10^{-20}$. " ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Injected waveforms. Values at 10 kpc. Compare to Table IV in LVC paper.\n", "--------------------------------------------------------------------------------------------------------------\n", "model hrss [10^-20 sqrt(s)] EGW [Msun c^2] hrss x 1.12 [10^-20 sqrt(s)] EGW x 1.12^2 [Msun c^2]\n", "--------------------------------------------------------------------------------------------------------------\n", " lb1 1.657 3.729e-04 1.479 2.973e-04\n", " lb2 5.239 3.729e-03 4.678 2.973e-03\n", " lb3 6.627 2.386e-02 5.917 1.902e-02\n", " lb4 8.283 9.322e-03 7.396 7.431e-03\n", " lb5 26.195 9.322e-02 23.388 7.431e-02\n", " lb6 16.588 1.497e-01 14.810 1.194e-01\n" ] } ], "source": [ "# ---- Parameters of the injected waveforms. Compare this results with hrss values in Table IV of the paper\n", "# Note the typo in table IV 1e-22 -> 1e-20\n", "print(\"Injected waveforms. Values at 10 kpc. Compare to Table IV in LVC paper.\")\n", "print(\"-\"*(6+23+21+31+29))\n", "print ('%5s %22s %20s %30s %28s' % (\"model\", \"hrss [10^-20 sqrt(s)]\",'EGW [Msun c^2]'\n", " ,'hrss x 1.12 [10^-20 sqrt(s)]','EGW x 1.12^2 [Msun c^2]' ))\n", "print(\"-\"*(6+23+21+31+29))\n", "for SGkey in SGs.keys():\n", " SG=SGs[SGkey]\n", " M=SG.M\n", " R=SG.R \n", " LoR=SG.LoR \n", " Ixx, Iyy, Izz=Calculate_Iij_bar(M,R,LoR)\n", " A=2/tenkpc*G/c**4*(Ixx-Iyy)/2*(2*math.pi*SG.f)**2 # Note 4 pi frot = 2 pi f0\n", " hrss=Compute_hrss (A, SG.f, SG.tau)\n", " EGW = math.pi**2*c**3/G * tenkpc**2*SG.f**2 * hrss**2\n", " if (SGkey[0:2]==\"lb\"):\n", " print ('%5s %22.3f %20.3e %30.3f %28.3e' % (SGkey, hrss/1e-20, EGW/Msun/c**2,hrss/1e-20/1.12, EGW/Msun/c**2/1.12**2))\n", " #print ('%3.2f %3.2f %3.2f %3.2f ' % (A/1e-19, SG.f, SG.tau*1000, (Ixx-Iyy)/1e45))\n", " #print (M/Msun, LoR*R/1e5, R/1e5, SG.f/2, SG.tau*4*1000)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Summary table: upper limits for the analysis puting the source at the location in the sky of the corresponfing SN.\n", "---------------------------------------------------------------------------------------------------------------\n", " SN name model tau f0 h0*D epsilon*Izz hrss EGW EGW\n", " [s] [Hz] [cm] [10^45] [sqrt(s)] [erg] [Msun c^2]\n", "---------------------------------------------------------------------------------------------------------------\n", " SN2015as lb1 100.0 800 4.211e+04 5.043 1.591e-22 2.267e+53 1.27e-01\n", " SN2015as lb2 1000.0 800 1.337e+04 1.601 1.598e-22 2.285e+53 1.28e-01\n", " SN2015as lb3 100.0 1600 8.159e+04 2.442 3.083e-22 3.404e+54 1.90e+00\n", " SN2015as lb4 100.0 800 4.265e+04 5.107 1.612e-22 2.325e+53 1.30e-01\n", " SN2015as lb5 1000.0 800 1.285e+04 1.539 1.536e-22 2.112e+53 1.18e-01\n", " SN2015as lb6 25.0 1601 1.609e+05 4.811 3.041e-22 3.314e+54 1.85e+00\n", " SN2015as sg1 15.1 235 6.099e+04 84.646 8.960e-23 6.200e+51 3.47e-03\n", " SN2015as sg2 2.7 1304 4.730e+05 21.321 2.950e-22 2.069e+54 1.16e+00\n", " SN2015as sg3 15.1 235 5.255e+04 72.931 7.720e-23 4.603e+51 2.58e-03\n", " SN2015as sg4 2.7 1304 4.137e+05 18.647 2.580e-22 1.583e+54 8.86e-01\n", " SN2016B lb1 100.0 800 4.870e+04 5.831 1.850e-22 3.031e+53 1.70e-01\n", " SN2016B lb2 1000.0 800 1.476e+04 1.768 1.773e-22 2.786e+53 1.56e-01\n", " SN2016B lb3 100.0 1600 8.657e+04 2.592 3.289e-22 3.832e+54 2.14e+00\n", " SN2016B lb4 100.0 800 4.593e+04 5.500 1.745e-22 2.697e+53 1.51e-01\n", " SN2016B lb5 1000.0 800 1.423e+04 1.705 1.710e-22 2.590e+53 1.45e-01\n", " SN2016B lb6 25.0 1601 1.729e+05 5.169 3.284e-22 3.825e+54 2.14e+00\n", " SN2016B sg1 15.1 235 7.788e+04 108.076 1.150e-22 1.011e+52 5.66e-03\n", " SN2016B sg2 2.7 1304 6.492e+05 29.262 4.070e-22 3.898e+54 2.18e+00\n", " SN2016B sg3 15.1 235 5.905e+04 81.949 8.720e-23 5.812e+51 3.25e-03\n", " SN2016B sg4 2.7 1304 4.323e+05 19.484 2.710e-22 1.728e+54 9.67e-01\n", " SN2016X lb1 100.0 800 4.247e+04 5.086 2.027e-22 2.306e+53 1.29e-01\n", " SN2016X lb2 1000.0 800 1.314e+04 1.574 1.984e-22 2.208e+53 1.24e-01\n", " SN2016X lb3 100.0 1600 8.494e+04 2.543 4.055e-22 3.689e+54 2.06e+00\n", " SN2016X lb4 100.0 800 4.046e+04 4.845 1.932e-22 2.093e+53 1.17e-01\n", " SN2016X lb5 1000.0 800 1.275e+04 1.527 1.925e-22 2.079e+53 1.16e-01\n", " SN2016X lb6 25.0 1601 1.660e+05 4.963 3.962e-22 3.526e+54 1.97e+00\n", " SN2016X sg1 15.1 235 7.168e+04 99.470 1.330e-22 8.562e+51 4.79e-03\n", " SN2016X sg2 2.7 1304 5.738e+05 25.862 4.520e-22 3.045e+54 1.70e+00\n", " SN2016X sg3 15.1 235 5.314e+04 73.742 9.860e-23 4.706e+51 2.63e-03\n", " SN2016X sg4 2.7 1304 3.948e+05 17.794 3.110e-22 1.442e+54 8.07e-01\n", " SN2017eaw lb1 100.0 800 1.803e+04 2.160 1.947e-22 4.158e+52 2.33e-02\n", " SN2017eaw lb2 1000.0 800 5.315e+03 0.636 1.815e-22 3.611e+52 2.02e-02\n", " SN2017eaw lb3 100.0 1600 3.115e+04 0.933 3.364e-22 4.962e+53 2.78e-01\n", " SN2017eaw lb4 100.0 800 1.571e+04 1.882 1.697e-22 3.157e+52 1.77e-02\n", " SN2017eaw lb5 1000.0 800 5.543e+03 0.664 1.893e-22 3.927e+52 2.20e-02\n", " SN2017eaw lb6 25.0 1601 6.595e+04 1.972 3.561e-22 5.567e+53 3.12e-01\n", " SN2017eaw sg1 15.1 235 2.645e+04 36.702 1.110e-22 1.166e+51 6.52e-04\n", " SN2017eaw sg2 2.7 1304 2.121e+05 9.562 3.780e-22 4.162e+53 2.33e-01\n", " SN2017eaw sg3 15.1 235 2.140e+04 29.692 8.980e-23 7.629e+50 4.27e-04\n", " SN2017eaw sg4 2.7 1304 1.577e+05 7.108 2.810e-22 2.300e+53 1.29e-01\n", " SN2017gax lb1 100.0 800 3.267e+04 3.912 1.203e-22 1.364e+53 7.63e-02\n", " SN2017gax lb2 1000.0 800 1.132e+04 1.356 1.319e-22 1.639e+53 9.17e-02\n", " SN2017gax lb3 100.0 1600 6.111e+04 1.830 2.251e-22 1.910e+54 1.07e+00\n", " SN2017gax lb4 100.0 800 3.261e+04 3.905 1.201e-22 1.359e+53 7.60e-02\n", " SN2017gax lb5 1000.0 800 1.056e+04 1.265 1.230e-22 1.426e+53 7.98e-02\n", " SN2017gax lb6 25.0 1601 1.254e+05 3.749 2.309e-22 2.012e+54 1.13e+00\n", " SN2017gax sg1 15.1 235 4.750e+04 65.913 6.800e-23 3.760e+51 2.10e-03\n", " SN2017gax sg2 2.7 1304 3.866e+05 17.427 2.350e-22 1.383e+54 7.74e-01\n", " SN2017gax sg3 15.1 235 3.995e+04 55.444 5.720e-23 2.660e+51 1.49e-03\n", " SN2017gax sg4 2.7 1304 3.258e+05 14.683 1.980e-22 9.815e+53 5.49e-01\n" ] } ], "source": [ "# Limits on observable hrss, EGW, h0, epsilon*Izz for the sky location of any given SN\n", "print(\"Summary table: upper limits for the analysis puting the source at the location in the sky\"\n", " +\" of the corresponfing SN.\")\n", "print(\"-\"*(11+9+13+13+11+16+13+13+12))\n", "print (\"%10s %8s %12s %10s %12s %15s %12s %12s %12s\" % (\"SN name\",\"model\",\"tau\",\"f0\",\"h0*D\",\"epsilon*Izz\",\"hrss\",\"EGW\",\"EGW\"))\n", "print (\"%10s %8s %12s %10s %12s %15s %12s %12s %12s\" % (\"\",\"\",\"[s]\",\"[Hz]\",\"[cm]\",\"[10^45]\",\"[sqrt(s)]\",\"[erg]\",\"[Msun c^2]\"))\n", "print(\"-\"*(11+9+13+13+11+16+13+13+12))\n", "for SNkey in SNs.keys():\n", " SN=SNs[SNkey]\n", " for SGkey in SGs.keys():\n", " SG=SGs[SGkey]\n", " key = (SNkey,SGkey)\n", " if key in GWs:\n", " GW=GWs[key]\n", " hfactor=Compute_hrss(1.,SG.f,SG.tau)\n", " GW.h0 = GW.hrss/hfactor\n", " GW.Izzeps = GW.h0*SN.D/2. * c**4/G * 2. / (4.*math.pi*SG.f)**2\n", " # print key, GW.hrss, GW.h0, GW.Izzeps/1e45,GW.h0*SN.D\n", " print ('%10s %8s %12.1f %10.0f %12.3e %15.3f %12.3e %12.3e %12.2e'\n", " %(key[0],key[1], SG.tau*1e3, SG.f,GW.h0*SN.D, GW.Izzeps/1e45, GW.hrss,GW.EGW,GW.EGW/(Msun*c**2)))\n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Plots" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "# --- Color and markers used on the plots ----\n", "cs={}\n", "cs[\"sg1\"]=\"g\"\n", "cs[\"sg2\"]=\"lime\"\n", "cs[\"sg3\"]=\"darkgreen\"\n", "cs[\"sg4\"]=\"aquamarine\"\n", "cs[\"lb1\"]=\"r\"\n", "cs[\"lb2\"]=\"m\"\n", "cs[\"lb3\"]=\"orange\"\n", "cs[\"lb4\"]=\"darkred\"\n", "cs[\"lb5\"]=\"lightcoral\"\n", "cs[\"lb6\"]=\"pink\"\n", "ms={}\n", "ms[\"SN2015as\"]=\"o\"\n", "ms[\"SN2016B\"]=\"x\"\n", "ms[\"SN2016X\"]=\"+\"\n", "ms[\"SN2017eaw\"]=\"s\"\n", "ms[\"SN2017gax\"]=\"*\"" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "# --- Read sensitivity curves ---\n", "f_L, asd_L=np.loadtxt(\"aLIGO.txt\", unpack=True)\n", "f_V, asd_V=np.loadtxt(\"aVirgo.txt\", unpack=True)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Comparison of the the upper limits set for hrss with the sensitivity curve of the detectors.Note the general trend of the limit increasing with frequency due to the shape of the sensitivity curve.\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "print (\"Comparison of the the upper limits set for hrss with the sensitivity curve of the detectors.\"+\n", "\"Note the general trend of the limit increasing with frequency due to the shape of the sensitivity curve.\")\n", "plt.figure(figsize=(6,4),dpi=150)\n", "for SNkey in SNs.keys(): \n", " for SGkey in SGs.keys():\n", " key = (SNkey,SGkey)\n", " GW=GWs[key]\n", " SG=SGs[SGkey]\n", " plt.plot(SG.f,GW.hrss,marker=ms[SNkey],c=cs[SGkey],ls=\"\")\n", "plt.yscale(\"log\")\n", "plt.xscale(\"log\")\n", "for SGkey in SGs.keys():\n", " plt.plot(-100,-100,marker=\"o\",ls=\"\",c=cs[SGkey],label=SGs[SGkey].name)\n", "for SNkey in SNs.keys():\n", " plt.plot(-100,-100,marker=ms[SNkey],ls=\"\",c=\"k\",label=SNs[SNkey].name)\n", "plt.ylabel(r\"$h_{\\rm rss}\\; [\\sqrt{\\rm s}\\; ]$\")\n", "plt.xlabel(\"frequency [Hz]\")\n", "plt.plot(f_L, asd_L, label=\"aLIGO\")\n", "plt.plot(f_V, asd_V, label=\"aVirgo\")\n", "plt.plot(f_V, 2e-25*f_V,\"--\",c=\"grey\", label=r\"$\\propto f$\")\n", "plt.legend(loc=\"upper left\", frameon=True,bbox_to_anchor=(1.,1.),ncol=2,)\n", "\n", "plt.xlim((10,5000))\n", "plt.savefig(\"hrssvsfreq.png\",bbox_inches = 'tight')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Plot of the GW energy upper limit as a function of frequency.\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "print(\"Plot of the GW energy upper limit as a function of frequency.\")\n", "plt.figure(figsize=(6,4),dpi=150)\n", "for SNkey in SNs.keys(): \n", " for SGkey in SGs.keys():\n", " key = (SNkey,SGkey)\n", " GW=GWs[key]\n", " SN=SNs[SNkey]\n", " SG=SGs[SGkey]\n", " plt.plot(SG.f,GW.EGW,marker=ms[SNkey],c=cs[SGkey],ls=\"\")\n", "plt.yscale(\"log\")\n", "for SGkey in SGs.keys():\n", " plt.plot(-100,-100,marker=\"o\",ls=\"\",c=cs[SGkey],label=SGs[SGkey].name)\n", "for SNkey in SNs.keys():\n", " plt.plot(-100,-100,marker=ms[SNkey],ls=\"\",c=\"k\",label=SNs[SNkey].name)\n", "plt.ylabel(r\"$E_{\\rm GW}$ [erg]\")\n", "plt.xlabel(\"frequency [Hz]\")\n", "plt.legend(loc=\"upper left\", frameon=True,bbox_to_anchor=(1.,1.),ncol=2)\n", "plt.xlim((0,1800))\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Comparision of hrms upper limits with sensitivity curve. Note that longer signals (lb series) can bedetected at lower rms values than shorter signals (sg series). This means that cwb is mostly sensitive to hrss (total signal energy) rather than hrms (signal luminosity).\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# If we divide hrss upper limits [sqrt[s]] by the duration of the signal sqrt(tau), \n", "# we get hrms [dimensionless]. \n", "print(\"Comparision of hrms upper limits with sensitivity curve. Note that longer signals (lb series) can be\"\n", " \"detected at lower rms values than shorter signals (sg series). This means that cwb is mostly \"\n", " +\"sensitive to hrss (total signal energy) rather than hrms (signal luminosity).\")\n", "plt.figure(figsize=(6,4),dpi=150)\n", "for SNkey in SNs.keys(): \n", " for SGkey in SGs.keys():\n", " key = (SNkey,SGkey)\n", " GW=GWs[key]\n", " SG=SGs[SGkey]\n", " plt.plot(SG.f,GW.hrms,marker=ms[SNkey],c=cs[SGkey],ls=\"\")\n", "plt.yscale(\"log\")\n", "plt.xscale(\"log\")\n", "for SGkey in SGs.keys():\n", " plt.plot(-100,-100,marker=\"o\",ls=\"\",c=cs[SGkey],label=SGs[SGkey].name)\n", "for SNkey in SNs.keys():\n", " plt.plot(-100,-100,marker=ms[SNkey],ls=\"\",c=\"k\",label=SNs[SNkey].name)\n", "plt.ylabel(r\"$h_{\\rm rms}$\")\n", "plt.xlabel(\"frequency [Hz]\")\n", "plt.legend(loc=\"upper left\", frameon=True,bbox_to_anchor=(1.,1.),ncol=2)\n", "plt.plot(f_L, asd_L*np.sqrt(f_L))\n", "plt.plot(f_V, asd_V*np.sqrt(f_V))\n", "plt.xlim((10,5000))\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Upper limits on epsilon*Izz depending on frequency. Note that there is not a clear trend because the limits depend also on tau.\n" ] }, { "data": { "image/png": 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mCpMnT3bX6/XlHwKRkZGKdevW2RQUFAhlz+v1enz11Vc2a9eubSwIAv7xj3/U65F79GRkpi6gvhFFsUgQhFUAPgCwWhCEv4miqAEAQRBmAmgN4IgoihHGeH5BEBoBaPTgQ7mhb156cvnF+Xjztzex8b8bUax/eHTv79d/x/w/52NM4Bis6LsCCpmikkchIiIioqeaSiXi0KErGDfOAz/+aAetVqjQRiYTMXRoOtatS4RSWb2pcCbQo0ePrMuXL1t4e3sHBAcH52ZnZ0tPnjyp1mq1wrRp02537dr1oZ24jh07ppw8ebJHyce3b982B4DBgwc3MzMz0wPAqFGj0mbOnNlggwGVuUo89NahK+O+Gefx49kf7bT6iveJTCITh7Yfmr7utXWJSnPT3ifr1693mD17tkfTpk0LmjVrli+TyXD16lVFbGyshbm5uTh37txkAOjTp0/u66+/fnf9+vWOnTp18u/YsWOOWq3WnTlzRiWXy8UePXpkHT582Nrc3Lz0TWlycrJ87Nix3jNmzNAFBATkOTg4FGdnZ0vj4uIskpOTzSQSCebPn3+zW7duj9zxjZ5uz3yQJAjC/wH4sMwpswfnT5Y595EoinvKfPwxgBcAdAIQJwhCOABPAB0BpAJ43YglTwcwr+SD9PTqjbalx8svzkffLX1xJOFIpW2K9cX4KvIrxKbHYt+IfbCQW9RhhURERERUZ1QqEVu3JmDJkiSsXm2P8HA1NBopLC116NIlB5Mnp9X36Wxl2djYaP/666+Y6dOnux09etRKo9FImzZtWjBp0qQ706ZNq/DmIjMzU3rhwoUKWxXHxMSU/gP41q1b2cauu75TmavErWO3JiwJXZK0+vBq+/C4cLWmUCO1NLfUdWneJWdyj8lp9WU629y5c5N++eWXRufOnVOdOHHCqri4WGjcuHHxK6+8kvbee++ltGnTpnTa2ddff33Tz88v/+uvv3Y8deqUWqVS6bp375716aef3ho2bFgTAHB0dCx9Xe3atct/6623ko8dO6a+ceOGIjIyUiWRSMTGjRsXDx06NG3atGmpISEhDJGecYIo1vtQ/YkIgjAawIbHNBsjiuLGcv0sALwH4FUA7gAyAPwG4ENRFG/VfqWlz9sI/xuRdMDPz6/55cuXjfV0DVKnFZ3wV9pfj49RtQDygXHdxuHLAV/WRWlEREREDULLli0RHR0dLYpiy8raREREWAAIVygULfz8/GKkUumz/caFqB7JysqSeHl5tSoqKpJkZWWdk8me+TEoDYpOpxNiYmL8CgoKLgPoEhQUlF+d/s/8GkmiKG4URVF4zLHRQL98URTniqLYTBRFc1EUnUVRHGPMEOnB82aKohgvimI8gGKJ5Jn/EtWpj/Z8hL8u/XV/XNmjfl+gxf02WcC6o+u4ZhIRERERET1zIiMjFWXX0wKAjIwMyciRIz0zMzNlAwYMyGCIROXxjqAGJVuSDUgB6HA/KHJAxe+CkhBJB0AK6BV6/Ofcf/B+l/frtlgiIiIiIiIj+uSTTxx/+eUXu5YtW+Y1bty4OCMjQxYdHa3MysqSurm5FS5fvjzJ1DVS/cPhLtSgnE87fz88KhsmlR2ZVC5EKgma/oz/s44rJSIiIiIiMq6XXnops1OnTtk3b940P3jwYKPIyEiVnZ1d8YQJE1LOnDlz2cXFpV6s+0T1C0ckUYOSU5Rz/653wP8Co5KRSYDBEKm0HxERERER0TNkyJAh2UOGDGnwi6lT9TBIogZFbaa+/5fyYVJKmUblQqSH+hERERERERE1YJzaRg1KN89u//ugJEwqz8C6Sd29uhuvKCIiIiIiIqKnBIMkalD+0e4fkEvk1eojl8jxj7b/MFJFRERERERERE8PBkn1jCAIjQRB8BIEwQuAXK/Xm7qkZ4qTygmjA0ff/6BkYe3yyi3APSZwDBqrGhu/OCIiIiIiIqJ6jkFS/TMdwI0HR/P09HTTVvMMWtFnBTo6dfzf+kjlldnNrZtnN6zou6JuCyQiIiIiIiKqpxgk1T+fAWjy4Iizs7MzbTXPoNTsVNy5ccdwiFRCB8jT5Fj54kooZIo6q42IiIiIiIioPmOQVM+IopgpimK8KIrxAIolEn6JalNieiK6f9Id8enxj21brC1G8KJgXEm5YvzCiIiIiIiIiJ4CTCmoQfn53M+4kXajyu0LigsweuNo4xVERERERERE9BRhkEQNyisdXoEAoVp9zsafxZ3sO0aqiIiIiIiIiOjpwSCJGpT/HPsPRIjV6lOsK8Z/wv9jpIqIiIiIiKpHEIQgV1fXVmXP7d69Wy0IQlBoaKhXVR+nsLBQ2LFjh9Vrr73m0bx585YWFhZtFQpFO29v75bjxo1zS05OltV68fTMKSgoEJo2bdpSEIQgmUwWZOp6yPj4g4EalCNXjtSo359X/sT7//d+LVdDRERERPVFwc0CWdKqJPusY1lqnUYnlVpKddZdrHNcJ7umKdwVWlPXZwz79u1ThYaGNgcAFxeXoq5du2YXFxcL586ds/z6668b//zzz7YHDx6MbdOmTaGpa60vslAsO410+0TkqYugl5pBovOAZU4wbNOsIX8m75PHef/9951v3LjBHYoaEAZJ1KDkFOTUaT8iIiIiqt90uTohdmysR+r2VDtRKz60BkL2iWyrW8tuuTgMdUj3XeebKFVKqze0vZ6TSCTo16/fvbfeeiulR48eeSXn09PTpYMHD/Y+duyY1ejRo5ucO3cuxpR11gdF0As7keQRjWw7PR5eK+Mm8q3+QpqLP6zTB8ElUQ7JM3WfPEpkZKRi1apVTsOGDUv77rvv7E1dD9UNTm2jBkWtUBu+YP7gqG4/IiIiInpq6XJ1wn97/tfn7ra79uVDpBKiVhTufnfX/r/d/+ujy9VVb7HNem7gwIE5e/bsuV42RAIAOzs73ebNm+MB4L///a/llStXzExSYD1RBL2wEfE+l5BtXz5EKqEHhEvIst+AeJ8i6J+p+6Qyer0eY8eO9VSr1boVK1bcMnU9VHcYJFGD0s2nW8WTcgAODw654X7dfbobrygiIiIiMonYsbEeOWdyVFVpm3MmRxU7LtbD2DXVhoSEBHloaKiXnZ1dG4VC0c7f37/FqlWr7KrzGF5eXsU2NjZaAEhMTKzkX8kNw04keSQjv0r3STLyVTuRbPL75MyZM4pBgwY1cXNza2Vubt7OxsamjZ+fn//rr7/unpCQUPr11Ov1+OSTT+x9fX39FQpFO3t7+zYvv/yyZ1JSkiw0NNRLEISg3bt3G/yt+ieffOIQGRmp+uijj246ODjo6u7VkakxSKpnBEFoJAiClyAIXgDker3e1CU9U/4R8g/IpeX+P2heyd8fkEvl+EeXfxi1LiIiIiKqWwWJBbLU7anVCldSf0y1K7hZUK+XB7l3757s+eef9zty5Ij1c889lxMUFJRz5coVi6lTp3rNnDnTpaqPk5aWJs3OzpYCgJubW7HxKq7fslAsi0Z2te6TaGTZZaHYZPdJeHi4skuXLv47d+60tbS01L3wwguZbdu21Wi1WmHDhg2OFy9eLF3PaOzYse5vv/22540bNxQdOnTI6dixY87hw4etg4ODW2RmZkore46EhAT5Rx995Pr888/nTJo0KaNuXhnVFwyS6p/pAG48OJqnp6ebtppnTGOrxhjx3Ij7A1JLjvJBkvDwMbrTaDS2alz3xRIRERGR0SStTqp0OltlRK0oJK1OqtfrwBw+fNi6SZMmBdevX7+4Z8+e68ePH4/7448/YpRKpX7FihXOx44dU1blcf7973876HQ6oXnz5vl+fn5Fxq67vjqN9Eqns1VGDwinkWGy++TTTz91LCwsFObOnXsrNjY2es+ePdcPHTp09erVq1GRkZFRrVq1KgCA/fv3q9avX+9obW2tO378eHR4eHjcnj17rl+/fv2St7d3waFDhxpV9hzjxo3zKCoqknzxxRcJdfbCqN5gkFT/fAagyYMjzs6uWuE3PcaFOxewMWEj4Ir/HRZlGljg4WuuwNheY+u8TiIiIiIyrqxjWTVaBDMrvGb96opEIsGaNWsSraysSqc2dOvWLW/UqFF39Xo9Vq5c6fC4xzh+/LjFihUrXADg448/btBr3yQir0Zf70RoTHafpKenywCgT58+2eWvtW3btsDT07MYANasWeMAAOPGjbvToUOHgpI2arVav3r16kSJxHBc8O233zY6cOBAo8mTJ6e0bt2aO/o1QAyS6hlRFDNFUYwXRTEeQHFl37xUM7/G/lrtPvuu7jNCJURERERkSjqNrtJpO8boV1f8/Pzy2rRpU+HNfVhYWAYAnDp16pEBx82bN2Uvv/xys8LCQuH111+/+/LLL1cIIxqSIuhr9PWuab/aEBgYmAcAU6ZM8di9e7e6uNjwzMSzZ8+qAGDEiBEVpqa1bt260M/PL6/8+Xv37kneeustD09Pz8JFixbdruXS6SnBlIIalGkdp2FIiyFVbh/aIhTTOk4zYkVEREREZApSS2mNFgeuab+64urqanAamo+PTxEApKamVrpw9r179yR9+vRpnpycbNa3b997X3311U1j1fm0MIOkRl/vmvarDfPmzUsJDg7OiYyMVA0YMMCnUaNGbTt37tz8o48+ckxPTy8NuNLS0uQA4O3tbTBpcnFxqXAvTZ8+3fXOnTvyFStWJFhYWIjGexVUnzFIogalkaIRtg/djs/7fA65pPLNJ+QSOVb2XYkfh/6IRopGdVcgEREREdUJ6xDrnBr161KzfvVdXl6e0KdPn2bR0dHKzp07Z+/YseOGVFqvB1/VCQ8oa/T19oClye4TW1tb/V9//XXlt99+i50wYUJK06ZN80+dOmU1d+5cd19f34CLFy8a2GKoag4ePNjI3NxcXLRokUtwcLBv2QMAdDodSj4+ceKExeMej55O9XrHASJjEAQBUztORWpeKj46+pHBNu+FvIcpwVPquDIiIiIiqiuuk13Tbi2/5VKdBbcFmSC6TnZNM2ZdTyopKcnM0PmrV6+aAYCDg0OF0SfFxcUYMGCA9+nTp9Vt27bV7N2795pCoeBoEwDBsEv7C+ku1VlwWwKIwbA16X0ikUjQu3fv3N69e+cCQFJSkmzChAnuu3fvtp09e7br3r17r9vb2xcnJyebXb9+XW5oOuTt27cN3kuFhYXCmTNnVJU9d8m1jIwM5g3PKI5IogapQFuA/5z7T6XX/3PuPyjUct04IiIiomeVwkOhdXjJoVpbJDsMdUhXuCu0xqqpNsTExCgNjTjZvHmzLQAEBwc/NFJGr9dj6NChTQ4dOtTIz88v/8CBA3FlF+pu6Kwh1/rDqlr3iT+s060hr1f3iaurq3bRokXJABAbG2sBAO3bt88FgO+++86mfPtLly6ZX758ucIOf0lJSRdFUYwwdACAVCpFycf9+/d/JkfvEYMkaqCWnViG5Jzk0o+HtBjy0NpJSTlJWPbXMlOURkRERER1xPdr30R1B3VuVdqqO6hzfdf5Jhq7piel1+sxadIkj5ycnNL3euHh4cqNGzc6CoKAKVOmpJZt/49//MP9119/tW3SpEnBH3/8ccXe3r5erwFlCgPhmugCiyrdJy6wyB0EF5PeJ0uXLnWIiYmpMJrol19+sQYAZ2fnIgCYOHFiKgB8+eWXjSMiIhQl7XJzc4XJkye76/XME8kwDjWjBmnen/NK/76y70pM7jAZALDq9CpM+21aaZv3u7xvkvqIiIiIyPikKqkYeCjwSuy4WI/UH1PtDE1zE2SC6DDUId13nW+iVCmt99O9evTokXX58mULb2/vgODg4Nzs7GzpyZMn1VqtVpg2bdrtrl27lu7E9e233zbauHGjI3A/XJg6daqbocecM2dOStu2bQsMXWsIzCARR8Pryk4ke0Qjy87QNDcJIPrDOn0QXBLlkJj0Plm/fr3D7NmzPZo2bVrQrFmzfJlMhqtXrypiY2MtzM3Nxblz5yYDQJ8+fXJff/31u+vXr3fs1KmTf8eOHXPUarXuzJkzKrlcLvbo0SPr8OHD1ubm5kyU6CEMkqhBSn8nHX239MW/X/w3Ont0Lj0/teNUtHNuh7d/fxv7RuwzYYVEREREVBekKqnov9U/oWBJQVLS6iT7rPAstU6jk0otpTrrLtY5rpNd0+r7dLaybGxstH/99VfM9OnT3Y4ePWql0WikTZs2LZg0adKdadOmPTRFKyMjo3Q17RMnTlhV9phjxoxJb8hBEnA/THoJbglZaJx0Ghn2idCoi6CXmkGi84BlTjBs0+rLdLa5c+cm/fLLL43OnTunOnHihFVxcbHQuHHj4ldeeSXtvffeSym7HtLXX39908/PL//rr792PHXqlFqlUum6d++e9emnn94aNmxYEwBwdHSsF6+L6g9BFOt9qN5gCYIQ5e/v7x8VFWXqUoiIiIiIak3Lli0RHR0dLYpiy8raREREWAAIVygULfz8/GKk0vo/GojoWZGVlSXx8vJqVVRUJMnKyjonk3EMyrNEp9MJMTExfgUFBZcBdAkKCsqvTn+ukVTPCILQSBAEL0EQvADIOS/V+HR6HQ7HHMbhmMPQ6TklnIiIiIiIGobIyEhF2fW0ACAjI0MycuRIz8zMTNmAAQMyGCJRebwj6p/pAEoX8ElPr9YGAVQDkQmR6LmsJwDgzAdn0N6rvYkrIiIiIiIiMr5PPvnE8ZdffrFr2bJlXuPGjYszMjJk0dHRyqysLKmbm1vh8uXLk0xdI9U/HJFU/3wGoMmDI87Ozs601TQAR64cMfh3IiIiIiKiZ9lLL72U2alTp+ybN2+aHzx4sFFkZKTKzs6ueMKECSlnzpy57OLiwvWRqAKOSKpnRFHMBJAJAIIgFEskzPpqkyiKyCvKe+jc4djDpX8/FHMIE7pNeOi60kwJQaiwMQMREREREdFTbciQIdlDhgzJNnUd9HRhkEQNyoVbFxC4MLDS63sv7oVqiuqhc+fnnUdrt9ZGroyIiIiIiIio/uNwF2pQfv3vr9Xu88u5X2q/ECIiIiIiIqKnEIMkalCm9ZqGIe2GVLl9aLtQTOs1zYgVERERERERET09GCRRg9JI2QjbJ2zH58M+h1wqr7SdXCrHyuEr8eOEH9FI2ajuCiQiIiIiIiKqxxgkUYMjCAKm9pqKd/u+W2mb9/q+hyk9p3CRbSIiIiIiIqIyGCRRg1RQXID/HPtPpdf/c+w/KCwurMOKiIiIiIiIiOo/BknUIC07sAzJmcmlHw9pN+ShtZOSMpOw7MAyU5RGREREREREVG8xSKIGad7OeaV/Xzl8JbZP2F66dlJpm13zDHUlIiIiIiIiarAYJFGDlP5pOp5v+jyOzT5WuhZSydpJx2Yfw/NNn0fa8jRTl0lERERERERUr8hMXQCRKVgrrXHi3RMGr3Vu1rnSa0REREREREQNGUck1TOCIDQSBMFLEAQvAHK9Xm/qkoiIiIiInn15N2U4N9sJBzo3x95APxzo3Bz/fdcJeTfr3S/fBUEIcnV1bVX23O7du9WCIASFhoZ6VeexPv/8c7v+/ft7e3t7t7S2tg6Uy+XtHB0dW/fp08f7wIEDlrVa+DPg5s2bstmzZzt17ty5eWBgoF/nzp2bv/vuu043b9a/+2TXrl3q3r17N3V0dGwtl8vbWVlZBXp5eQX07dvXe/HixQ7p6enSsu2Dg4N9BUEIEgQhaPfu3WpDj/nHH39YCoIQFBwc7FvVOsLDw5UzZ850adu2rZ9arQ6Uy+XtnJycWg8aNKjJqVOnLB7V9+zZs4q+fft629jYtFEoFO18fHz8Fy5c6KjT6Qy237Nnj2rWrFnO3bt3b2ZjY9PG0PdKeaGhoV4lr9vQsXTpUoeqvtaGot7d7ITpAEoX50lPTzddJUREREREzzptroBTYz2QuN0OolZ46FraCStcXuYCj6Hp6LguETKlaKIqjearr75yjImJsfDx8ckPCgrKVSgU+mvXrin2799vc+DAAZt//etfie+8806qqes0tdzcXGHs2LEe27dvt9NqH75PTpw4YbVs2TKXoUOHpq9bty5RqTT9ffLWW285L1u2zAUAvL29CwIDAzVyuVy8du2a4sCBAza//fabTceOHfN69eqlMdR/wYIFLv3794990jqKi4vRtWvXFgBgbW2ta9euXa5SqdRHRUUpd+7cabtv3z6bL7/88saYMWPule978OBBywEDBvgUFBRIWrVqpXF3dy86ffq0at68ee4nT55U7d69+7pE8vDYmFmzZnnExsY+MpyqTEhISLajo2Nx+fMtWrQoqMnjPcsYJNU/nwHY+ODvB+zs7JqbrhQiIiIiomeYNlfAwZ4+yDijqrSNqBWQ8J09cq4q8MKhK5CpTB4S1KbPP/88sW3btvk2NjYPTYXYsmWL9ahRo5rNnTvXPSws7J6zs7PWVDWaWm5urtCzZ0+fM2cqv0+0Wq3w3Xff2V+9elVx6NChKyqV6e6T8PBw5fLly11kMpm4fv3662FhYZllrycmJsrWrVtnZ2tra3BYj0Kh0J89e1b166+/qgcNGpTzpPUEBATkzZ49+/awYcMyZbL7EYROp8OMGTNcVq5c6Tx16lSvPn365JS9xwoLC4XRo0d7FxQUSObPn39z3rx5dwEgKytL0r17d599+/bZrFq1ym7atGkPjbzo3r179qBBgzI6duyY5+npWdS+ffuWVa1z9uzZKf3793/i19sQcGpbPSOKYqYoivGiKMYDKC6fsBIRERERUS05NdbjkSFSWRlnVDg1zsPIFdW5nj17asqHSAAwYsSIrODg4JzCwkLh0KFDDXqK29ixYz0eFSKVdebMGdW4caa9T3744QcbURTRr1+/e+VDJADw8PDQLly48E7btm0NjrQZOXJkKgAsXLjQ5UlrkcvluHjx4uWRI0eWhkgAIJVK8dlnnyV7eXkVaDQayfbt263L9tu8eXOjpKQkM19f3/ySEAkArK2t9StXrkwEgFWrVjUu/3xffPHFrSVLlqQMGTIk28HBocGGn8bGlIKIiIiIiBoeTaIMidvtqtUn8Ue7+rhmUnkJCQny0NBQLzs7uzYKhaKdv79/i1WrVlXvtQKQyWQiAJibmz9To7CqIzExUbZ9e/Xukx9//NHOlGsmpaWlyQDA3t6+RkFKaGhopp+fX35kZKTqp59+sqrd6v5HIpGgRYsW+QCQnJwsL3tt79691gAwcODAClPeQkJC8tzc3Arj4uIsYmNjzYxV36NcunTJfObMmS6BgYF+9vb2beRyebvGjRu3/vvf/+514cIFc0N9rly5YjZixAgPLy+vAAsLi7bW1taBzZo1a/nqq696nj9/3mCf+opBEhERERERNTxXVttXWBPpcUStgCur7Y1UUa24d++e7Pnnn/c7cuSI9XPPPZcTFBSUc+XKFYupU6d6zZw5s8ojTH799Vf1yZMn1VZWVrru3bsbXEenIVi9erV9+TWRHker1QqrV5vuPnFzcysCgL179zZKSkqqdqAlCALmzJmTBAAfffTRE49KepTExERzAHBycnpobaLo6GglAAQFBeUZ6hcQEJAHAGfPnq3RekiGbN++vdGoUaPcR44c6fHhhx82PnfunKKytmvWrLH/7LPPnPPy8iStW7fW9OrVK1OlUul++eUXu86dO7cov4j41atX5cHBwf5bt251AIBu3bplBQcH55iZmem3bdtmf+TIkaqNjKwn6n2aTkREREREVOtSjxncleqx7oarAaTUbjG15/Dhw9adOnXK3rdv3zUrKys9ABw5ckTZr18/3xUrVjgPGTIkMyQkpMKb8xUrVtgdPXpUXVhYKImPjzePiopSqlQq3fr166/b29sb3iKrATh2rGb3SXi46e6TMWPGpK9atcopJSXFzNfXt1Xv3r3vde7cObdjx46ajh075pedYlaZESNGZP3zn//MO3/+vOX3339v/corr2TVdp379+9XRUVFKeVyuTh48ODsstdu375tBgBeXl5Fhvq6uLgUA0B8fHytjeTZtGmTY9mPFy1a5DZixIjU9evXJ8rlDw2YQmhoaOa0adNS/fz8HqpvxYoVdtOnT/d688033U+ePHml5Pzq1asdsrKypK+99trdTZs23SzbJy4uzqyoqKh6obaJcUQSERERERE1PFqN9PGNarFfHZFIJFizZk1iSYgEAN26dcsbNWrUXb1ej5UrVxrcyvzEiROqHTt22O3Zs8cmKipKaW1trVu1alV8aGhotqH2DYVGU7Ovd0371QZ/f/+ibdu2XXVycirSaDSSHTt22M2aNcszJCTE39bWNnDkyJEeCQkJ8sc9zgcffJAMGGdUUkZGhmT8+PFeAPDGG2/c8fT0fGhEUl5engQALC0tK6zf9eC8DgBycnKeONMIDAzMW7p0acKFCxcu5eTkRF6+fPniP//5z0S1Wq379ttvHSZMmOBevk+vXr005UMkAHjzzTfT27Vrl3v69Gl1enp66T2QmpoqA4AXX3yxwmLezZs3L2rZsmXhk76OusQgiYiIiIiIGh6ZZc1G2dS0Xx3x8/PLa9OmTYU3pWFhYRkAcOrUKYMjbL7//vsEURQjMjMzzx09evRy586ds0ePHt10+PDhnsauuT4rCSzqql9tGTRoUM6NGzcubdq06dqrr76a6u/vnyeVSsWcnBzpli1bHNq1a+f/uHV5hg8fnhUQEJAXFRWl3Lp1q/Wj2laHVqvFSy+95J2QkGDeqlUrzfLly5Nr67Fr4sMPP7z79ttvp7Vq1apQpVKJfn5+Re+++27qH3/8ESOXy8VNmzY5XL16tULwlpWVJfnyyy9tJ06c6Dps2DDP0NBQr9DQUK+7d+/KRVHE5cuXSz+/JVP05s+f7/rdd99Z5+XlPVUjkMpjkERERERERA2PQ0jNtvl27FKvtwd3dXU1OBXIx8enCABSU1MfORLF2tpa36VLl7w9e/Zc79mzZ+a2bdvsN27c2MgIpT4VQkJqdp906WL6+0ShUIivvfZa5pYtWxKjoqIup6SknF+yZEmilZWVLiMjQzZx4sTH7i734YcfJgHAokWLam1UUlhYmOfhw4etvby8Cvbv339VoVBUWMxdqVTqAUCj0RjMLEpGfKnVaoMjlmpD+/btC3r16pWp0+mEvXv3PrTo+M6dO9VNmjRpNWHChCZffPGF0/fff2+/Y8cOux07dtjdunXLHLgfNJW0nzp1alq/fv3uXbt2TfHqq682s7W1bdu+fXvfd9991ykxMfGpW3KIQRIRERERETU8PpPTIMiqtxuZIBPhMznNSBXVOyNGjMgAgF9//bWRiUsxmcmTJ6eV7F5XVTKZTJw8uf7dJ/b29rp33nkndc2aNTcA4PTp01aPmxr28ssvZ7dp00YTHR2t/Oabbxo9aQ2TJk1y3bZtm72Tk1PR77//fsXZ2dngznLOzs5FABAfH29wV7aSXd68vLyMOiWsadOmhQBw+/bt0gA2KytLMmrUKO/MzEzZ9OnTb0dERERlZ2ef0+l0EaIoRvTv3z8DAERRLB11JJPJsGfPnuvHjh2LnjFjxu2AgADNhQsXLJcsWeLq7+/f6vfff7c05uuobQySiIiIiIio4bH00MLjpfRq9fEYmg6le422VK8rSUlJBt94X7161QwAHBwcig1dN8TBwUELAOnp6Y9dT+dZ5eHhoX3pperdJ0OHDk13d6+/90n//v1zAECn06HsOj6VmTt3bjIALF682EUUq5e9ljVnzpzGa9eudbK1tdX+9ttvV5o1a1bpvejv758HABEREUpD1y9duqQEgPbt2+fXuKAquHfvnhR4eK2m/fv3qzIzM2W9e/e+9+mnnya3a9euQK1W6yWS+/FKyU50hnTu3Dl/+fLlyWfPno1NSUn57z/+8Y87Go1GMnPmzMeODqtPGCQREREREVHD1PHrRNh2yK1SW9sOuei4LtHIFT2xmJgY5cWLFyu8kd28ebMtAAQHB1d5ytXhw4fVgPFHfdR3X3/9dWKHDlW7Tzp06JC7bp1p7xO9/tGzvaKioswBQC6Xi05OTo8NvIYMGZLdtm1bTWxsrMUPP/xgU5Oali1bZr9o0SI3tVqt27Vr1xVD63iV1a9fvywA2LlzZ4XnO378uMWtW7fMmzdvnu/r62twKmdtyM/PFw4dOmQNAB06dCjd6TAjI0MG/G/nuLIuXbpkHh0dbTD8Ks/W1la/cuXKJEEQcPXqVUVt1V0XGCQREREREVHDJFOJeOHQFXgOr3yamyAT4Tk8DS/8eQUyZc2HY9QRvV6PSZMmeZSdshQeHq7cuHGjoyAImDJlSmrJ+cjISMW6detsCgoKhPKP8dVXX9msXbu2sSAI+Mc//lHvpmnVJZVKJR46dOjK8OHDK53mJpPJxOHDh6f9+eefV5RK094n06dPdxk/frxbSWBU1o0bN+QTJkzwBIBevXplGlqfyJC5c+cmAcDmzZsN7vr3KBs2bLB55513PJVKpX7Hjh1xnTp1euwoorCwsExXV9ei2NhYiwULFjiWnM/OzpZMmTLFEwCmTJlyp7q1lHfu3DnF6tWrbfPz8x/6HkhOTpYNHDjQOyUlxczX1zf/xRdfLA0S/f39CwBg3759jZKTk0vXN0pLS5OOGTPGS6vVVlhIe/Xq1bZnzpypEBZt377dWhRFNG7cuMojBeuDp25RJyIiIiIiolojU4novDUBbZck4cpqe9wNV0OrkUJmqYNjlxz4TE6r79PZyurRo0fW5cuXLby9vQOCg4Nzs7OzpSdPnlRrtVph2rRpt7t27Vo6siI5OVk+duxY7xkzZugCAgLyHBwcirOzs6VxcXEWycnJZhKJBPPnz7/ZrVu3vEc9Z0OgUqnErVu3JixZsiRp9erV9uHh4WqNRiO1tLTUdenSJWfy5Mlp9WU6W25urnTDhg2OX331VWNPT8/C5s2b5ysUCn1ycrLZhQsXLLVareDh4VG4Zs2am1V9zMGDB+cEBQXlRkREqKpTS1JSkmz8+PFN9Ho9XF1dC9euXeuwdu3aCmHU4MGDM8PCwjJLPjY3Nxc3bNhwfeDAgT7z589337Fjh62bm1vRmTNnVKmpqfI+ffrcmzJlSoUph8uXL7fftGmTPQCUBDqpqanyNm3a+JW0Wb16dWJISEjeg/rkU6ZMafL+++97BAQEaOzs7LR37tyRR0VFWWo0Gknjxo2Lf/jhh2sl09YAoGvXrnmdOnXKPnHihJWfn19Ax44dc4D7OyLa2Nhoe/XqlfnHH380KlvXzz//bDNlypQm7u7uhb6+vvkKhUJ/8+ZN8wsXLlhKJJLSoO5pwSCJiIiIiIhI6a5F4L9SAKSYupQnYWNjo/3rr79ipk+f7nb06FErjUYjbdq0acGkSZPuTJs27aE33u3atct/6623ko8dO6a+ceOGIjIyUiWRSMTGjRsXDx06NG3atGmpJW+46T53d3ftv/5Vv++TRYsW3W7fvr3mwIED1tHR0RZnz55V5eTkSFUqlb5169aafv36Zb799tupVlZW1drxbN68eckDBw70qU6f3NxcSXFxsQAAcXFxFnFxcRaG2nl6ehaVDZIA4MUXX9SEh4dfnjNnjsupU6fUsbGxSnd398LJkyenzJkz527ZcKfErVu3zC5cuPDQwtXFxcVC2XOZmZml60IFBAQUvP7663cjIiIsr1y5YpGZmSkzMzMTvby8Cnr37p313nvv3XFwcNCVf579+/dfff/995137txpe/ToUWtbW9viAQMGZCxbtixp8uTJ7uXbz5o1646Li0vxmTNnVGfPnlXl5+dLHRwciv7v//4v4+23375TNuB9GghPslgWGZcgCFH+/v7+UVFRpi6FiIiIiKjWtGzZEtHR0dGiKLasrE1ERIQFgHCFQtHCz88vRiqV8o0LEVEt0Ol0QkxMjF9BQcFlAF2CgoKqtWg510giIiIiIiIiIqIq4dS2ekYQhEYAGj34UP64Ffep6kRRRF5xzUYMKuVKCEKFNdOIiIiIiIiIGhQGSfXPdADzSj5IT6+wfhjVUF5xHlT/rNbacKVy38uFpZnl4xsSERERERERPcM4ta3++QxAkwdHnJ2dnWmrISIiIiIiIiJ6gCOS6hlRFDMBZAKAIAjFhlaiJyIiIiIiIiIyBaYURERERERERERUJQySiIiIiIiIiIioShgkERERERERERFRlTBIIiIiIiIiIiKiKmGQREREREREREREVcIgiYiIiIiIiIiIqoRBEhERERERERERVQmDJCIiIiIiIiIiqhIGSURERERERE8RQRCCXF1dW5U9t3v3brUgCEGhoaFeT/LYBQUFQtOmTVsKghAkk8mCnqhQMqldu3ape/fu3dTR0bG1XC5vZ2VlFejl5RXQt29f78WLFzukp6dLy7YPDg72FQQhSBCEoN27d6sNPeYff/xhKQhCUHBwsG9V6wgPD1fOnDnTpW3btn5qtTpQLpe3c3Jyaj1o0KAmp06dsnhU37Nnzyr69u3rbWNj00ahULTz8fHxX7hwoaNOpzPYfs+ePapZs2Y5d+/evZmNjU0bQ98rlcnKypLMmjXL2cfHx1+pVLZVq9WBzZs3bxkWFuaRlZX1UHYyc+ZMl5LPVdlDqVS29fPz83/nnXecc3Jyntm8RWbqAoiIiIiIiEwt5+ZNWeSqVfZJx46pizUaqdzSUufWpUtO28mT09Tu7lpT11dX3n//fecbN24oTF1HffLRRx85Dhs2LLN58+ZFj2oXFxdntm3btkYffvjh3bqqrTJvvfWW87Jly1wAwNvbuyAwMFAjl8vFa9euKQ4cOGDz22+/2XTs2DGvV69eGkP9FyxY4NK/f//YJ62juLgYXbt2bQEA1tbWunbt2uUqlUp9VFSUcufOnbb79u2z+fLLL2+MGTPmXvm+Bw8etBwwYIBPQUGBpFWrVhp3d/ei06dPq+bNm+d+8uRJ1e7du69LJA9nNbNmzfKIjY19ZDhlSExMjNkLL7zgm5SUZObm5lbYrVu3rMLCQsn169cV3377rcP8+fNvW1tb68v38/X1zW/ZsmUeAOj1eqSkpJhFRESo/v3vf7vs2bOn0cmTJ2PVanWFfk87BklERERERNRgFeXmCgfGjvW4sn27nV6rFcpeSz5xwurssmUuPkOHpvdety5RrlSKpqqzLkRGRipWrVrlNGzYsLTvvvvO3tT11AcfffSR49y5c92/+uorx0OHDl2pLEyKi4sz69mzp8+tW7fMAcCUYVJ4eLhy+fLlLjKZTFy/fv31sLCwzLLXExMTZevWrbOztbU1OKxHoVDoz549q/r111/VgwYNynnSegICAvJmz559e9iwYZky2f0IQqfTYcaMGS4rV650njp1qlefPn1ynJ2dSwPbwsJCYfTo0d4FBQWS+fPn35w3b95d4P6ooe7du/vs27fPZtWqVXbTpk1LL/tc3bt3zx40aFBGx44d8zw9PYvat2/f8nH15efnC3379m2ekpJitnTp0oS33347rez1M2fOKBwdHQ1+rvr165e5fPny5LLnYmJizDp37twiOjpauWzZMof58+ffqfIn6ynBIIkaDKVcidz3cmvcl4iIiIieLUW5ucIPPXv6pJw5o6qsjV6rFWK++84+8+pVxcuHDl0xU6meyTBJr9dj7Nixnmq1WrdixYpbDJLuGzZsWOZXX33leOvWLfOePXv6GAqTyoZIbm5uhcOGDcs0UbkAgB9++MFGFEX069fvXvkQCQA8PDy0CxcurDTcGDlyZOq6desaL1y40GXQoEFPNCpJLpfj4sWLl8ufl0ql+Oyzz5J37dplEx8fr9i+fbv11KlTS0OhzZs3N0pKSjLz9fXNLwmRAMDa2lq/cuXKxC5durRYtWpV4/JB0hdffHGr5O+JiYlVyjsWLVrkGB8frxg/fvyd8iESAHTo0KGgqq8XAPz8/IrCwsJSV6xY4Xzs2DEVgGcuSHpm5+wRlScIAizNLGt0CILw+CcgIiIioqfKgbFjPR4VIpWVcuaM6sC4cR7Grqk2JCQkyENDQ73s7OzaKBSKdv7+/i1WrVpl96g+n3zyiUNkZKTqo48+uung4GB4AZoGqHnz5kWHDh264ubmVlgSJsXFxZmVXC8fIj1q1FJdSUtLkwGAvb19jaZkhoaGZvr5+eVHRkaqfvrpJ6vare5/JBIJWrRokQ8AycnJ8rLX9u7daw0AAwcOrDDlLSQkJM/Nza0wLi7OIjY21qz89eravHmzAwC89dZbtRb4ODo6FgOATqd7Jt9IMkiiBkMURWgKNTU6RPGZ/MUTERERUYOVnZgou7J9+yPDlfKu/PijXc7Nm/V6Vse9e/dkzz//vN+RI0esn3vuuZygoKCcK1euWEydOtVr5syZLob6JCQkyD/66CPX559/PmfSpEkZdV1zfVdZmFQfQyQAcHNzKwKAvXv3NkpKSqr2/SoIAubMmZMEAB999JHBe6a2JCYmmgOAk5NTcdnz0dHRSgAICgrKM9QvICAgDwDOnj1b7fWQyrp69ao8MTHRvHHjxsXNmjUrPnDggOXEiRNdX331VY8PPvjA6dKlS+Y1edyIiAhLAPDx8anWaKanRb3+IUhUm/KK8qCaUqVfOFWQuyoXluaWtVwREREREZnKudWr7cuvifQ4eq1WOLd6tX3Xf/0rxVh1PanDhw9bd+rUKXvfvn3XrKys9ABw5MgRZb9+/XxXrFjhPGTIkMyQkJCH3pyPGzfOo6ioSPLFF18kmKbq+q8kTCoJjvz9/QMAQKvVCvUpRAKAMWPGpK9atcopJSXFzNfXt1Xv3r3vde7cObdjx46ajh075pesU/QoI0aMyPrnP/+Zd/78ecvvv//e+pVXXsmq7Tr379+vioqKUsrlcnHw4MHZZa/dvn3bDAC8vLwMfk5dXFyKASA+Pr5GQU+J8+fPWwCAo6NjUVhYmMe3337rUPb6kiVLXD744IOkBQsWPHa0kk6nQ3x8vHz9+vV2v/zyi51ardbNmDHD5AuvGwNHJBEREREZ2QqsQCISH9suEYlYgRV1UBERJR07ZnB788e5FR5eo351RSKRYM2aNYklIRIAdOvWLW/UqFF39Xo9Vq5c+dAb5W+//bbRgQMHGk2ePDmldevWhXVf8dOjJEySyWSiVqsVtFqtIJPJxPoUIgGAv79/0bZt2646OTkVaTQayY4dO+xmzZrlGRIS4m9raxs4cuRIj4SEBPnjHueDDz5IBowzKikjI0Myfvx4LwB444037nh6ej40IikvL08CAJaWlgZ3PLO0tNQBQE5OzhNlGunp6VLg/giorVu3OsycOTP56tWrFxISEs5/8MEHtwBg4cKFbtu2bbM21P/TTz91FgQhSBCEIJlMFtSsWbPWixcvdn3++eezw8PDL/v5+dWb+6I2MUgiIiIiMqIVWIHpmI4e6PHIMCkRieiBHpiO6QyTiOpAsUYjrct+dcXPzy+vTZs2FQKhsLCwDAA4depUaRB27949yVtvveXh6elZuGjRott1WScZ16BBg3Ju3LhxadOmTddeffXVVH9//zypVCrm5ORIt2zZ4tCuXTv/8+fPP3I0z/Dhw7MCAgLyoqKilFu3bjUYpNSEVqvFSy+95J2QkGDeqlUrTfldz+qSXq8XgPtrGQ0fPjx12bJlt5s2bVrs4eGh/fjjj++88cYbdwFg6dKlzob6+/r65g8ZMiS95OjWrVuWg4ND8YkTJ6zee+891ycNuuqrZ/JFEREREdUXf8ff4Q1vXMf1SsOkkhDpOq7DG974O/5ugkqJGhb5gxENddWvrri6uhocAeHj41MEAKmpqaUjUaZPn+56584d+YoVKxIsLCy4KOhjlKyJVDISqWRkUvkFuOsLhUIhvvbaa5lbtmxJjIqKupySknJ+yZIliVZWVrqMjAzZxIkTH7t4/IcffpgEAIsWLaq1UUlhYWGehw8ftvby8irYv3//VYVCUeHeUyqVegDQaDQGMwvNg0BXrVYbHLFUVWq1uvT7eezYsRV2bBs3blwaAFy4cMEyLy+vwlTYfv36Zf7000/xJceff/55NTEx8eLQoUPT9u3bZ/Paa689FQv0VxeDJCIiIiIj8oAHDuNwpWFS+RDpMA7DA8/kvzuJ6hXXkJCcmvRz69KlRv3qo4MHDzYyNzcXFy1a5BIcHOxb9gDur/lS8vGJEyeeaFHjp135hbWjo6MvRUdHX6psN7f6yN7eXvfOO++krlmz5gYAnD592upxI2Zefvnl7DZt2miio6OV33zzTaMnrWHSpEmu27Zts3dycir6/fffrzg7OxvcWc7Z2bkIAOLj4w1+Tkt2efPy8nqi6Zje3t6lwauh6Yk+Pj6FwP3vhbt371ZpjWmFQiF+8cUXNwVBwM6dO+3u3LlTr0cx1gSDpHpGEIRGgiB4CYLgBUCu1z9RwEpERET1QGVhEkMkItNpO3lymkQmq9YoHIlMJradPLnCqIX6JCkpyeAb76tXr5oBgIODw0Nr0RQWFgpnzpxRlT9Krpd8nJGR0WA3aqpsd7bKdnMzdb2P079//xzgfjhSskbQo8ydOzcZABYvXuzyJLtZz5kzp/HatWudbG1ttb/99tuVZs2aFVfW1t/fPw8AIiIilIauX7p0SQkA7du3z69xQQACAwMLzM3NRQBIS0ur8LlITU0tve+trKyqPBrRxsZG36hRI61er0dMTMwTLQheHzFIqn+mA7jx4Gienp5u2mqIiIioVpQPk5o9+MMQicg0rDw8tD4vvVStf2z7DB2arnZ3NziCor6IiYlRXrx4scIb182bN9sCQHBwcOmIqqSkpIuiKEYYOgBAKpWi5OOS8KGhqSxEKrleH8Okxw1GiIqKMgcAuVwuOjk5PfZ+HjJkSHbbtm01sbGxFj/88INNTWpatmyZ/aJFi9zUarVu165dVwyt41VWv379sgBg586dFZ7v+PHjFrdu3TJv3rx5vq+v7xMtZm1hYSGGhIRkAcCBAwcqLKS/f/9+NQC4ubkV2traVnmUR0ZGhiQzM1MGPPn0u/qIQVL98xmAJg+OODs7O9NWQ0RERLWmJEySQ47iB3/kkDNEIjKRv339daJThw65VWnr1KFDbu916x6//aKJ6fV6TJo0yaPslKXw8HDlxo0bHQVBwJQpU1JNWd/TZtu2bY0qC5FKlA+Ttm3b1sgEpZaaPn26y/jx491KAqOybty4IZ8wYYInAPTq1SvT0PpEhsydOzcJADZv3uzwuLblbdiwweadd97xVCqV+h07dsR16tTpsaOIwsLCMl1dXYtiY2MtFixY4FhyPjs7WzJlyhRPAJgyZcqd6tZiyOzZs1MA4JNPPnG5cOFC6ecsJibGrGRtqNGjR1f5+6agoECYOHGiuyiKcHV1LQoMDCyojTrrkwY7PLG+EkUxE0AmAAiCUCyRMOsjIiIiIjIGM5VKfPnQoSsHxo3zuPLjj3Z6rbbCYroSmUz0GTo0vfe6dYlypbLeL0jdo0ePrMuXL1t4e3sHBAcH52ZnZ0tPnjyp1mq1wrRp02537do1z9Q1Pk0+/PDDuwAwbNiwTEMhUomSMGnbtm2NSvqYSm5urnTDhg2OX331VWNPT8/C5s2b5ysUCn1ycrLZhQsXLLVareDh4VG4Zs2am1V9zMGDB+cEBQXlRkREqB7f+n+SkpJk48ePb6LX6+Hq6lq4du1ah7Vr11YIowYPHpwZFhaWWfKxubm5uGHDhusDBw70mT9/vvuOHTts3dzcis6cOaNKTU2V9+nT596UKVMqjChcvny5/aZNm+wBQPvg+zk1NVXepk0bv5I2q1evTgwJCSn9PnjxxRc106dPv/3ZZ585d+zY0b9du3a5UqkUkZGRKo1GI+natWvWvHnzDIZWe/fubZSQkFA6Ai0jI0MWFRWlTE1NlSsUCv0XX3wR/yy+p2eQRERERFRHStZEKhmJBADFKEYP9OCoJCITMVOpxP5btybkLFmSdG71avtb4eHqYo1GKre01Ll16ZLTdvLktPo+na0sGxsb7V9//RUzffp0t6NHj1ppNBpp06ZNCyZNmnRn2rRpXDejBqoaDDVv3rzI1CESACxatOh2+/btNQcOHLCOjo62OHv2rConJ0eqUqn0rVu31vTr1y/z7bffTrWysqrWlKt58+YlDxw40Kc6fXJzcyXFxcUCAMTFxVnExcUZXLTd09OzqGyQBNwPeMLDwy/PmTPH5dSpU+rY2Filu7t74eTJk1PmzJlz11BAc+vWLbMLFy5Ylj1XXFwslD2XmZlZYS2kTz/9NDkwMDBv5cqVjc+fP6/S6XTw8vIqHD58eNp77713VyYzHJ3ExsZaxMbGlr4mMzMz0cnJqWj48OGp77///p2AgIAnWgy8vhKeZLEsMi5BEKL8/f39o6KiTF3KM0FTqIFqSrUC9FK5q3JhaW75+IZERESVMLSwNgAutk0NUsuWLREdHR0timLLytpERERYAAhXKBQt/Pz8YqRSKd+4EBHVAp1OJ8TExPgVFBRcBtAlKCioWouWP3tjrIiIiIjqmcp2Z6tsNzciIiKi+opBEhEREZERGQqR7GAH4cEfO9gxTCIiIqKnBoMkIiIiIiP6GT8/dupa+ZFJP+NnE1RKRERE9HhcbJsaDKWZErmrqrS7q8G+RERENfEm3gQA/B1/f+T6RyVh0s/4ubQPERERUX3DIIkaDEEQuGA2ERGZRFWDIQ94MEQiIiKieo1BEhEREZGRaaCp9OPy1wDAEvzFBxEREdVPDJKIiIiIjEwFVaXXGqNxhXMiuMs5ERER1U9cbJuIiIiIiIiIiKqEI5KIiIiIjCwXD2/2oIGmdCTSHdzhVDYiIiJ6ajBIIiIiIjKyRwVFlg/+EBERET0NOLWNiIiIiIiIiIiqhEESERERERERERFVCYMkIiIiIiIiIiKqEgZJRERERHXMEpYQH/zh+khEVF2CIAS5urq2Kntu9+7dakEQgkJDQ72q81ihoaFegiAEVXYsXbrUoVaLpzqza9cude/evZs6Ojq2lsvl7aysrAK9vLwC+vbt67148WKH9PR0adn2wcHBviVf9927d6sNPeYff/xhKQhCUHBwsG9V6wgPD1fOnDnTpW3btn5qtTpQLpe3c3Jyaj1o0KAmp06dsnhU37Nnzyr69u3rbWNj00ahULTz8fHxX7hwoaNOpzPYfs+ePapZs2Y5d+/evZmNjU0bQ98rlcnKypLMmjXL2cfHx1+pVLZVq9WBzZs3bxkWFuaRlZVVmp3k5+cL3t7eLQVBCPryyy9tK3u87t27NxMEIWj69OkuVXn+p0mtLrYtCMJrtfVYoih+U1uPRURERERE9Cj67GxZ4alT9rqbN9ViUZFUMDPTyTw8csyCg9MkVlZaU9dnbCEhIdmOjo7F5c+3aNGiwBT10JN56623nJctW+YCAN7e3gWBgYEauVwuXrt2TXHgwAGb3377zaZjx455vXr10hjqv2DBApf+/fvHPmkdxcXF6Nq1awsAsLa21rVr1y5XqVTqo6KilDt37rTdt2+fzZdffnljzJgx98r3PXjwoOWAAQN8CgoKJK1atdK4u7sXnT59WjVv3jz3kydPqnbv3n1dInl4bMysWbM8YmNjHxlOGRITE2P2wgsv+CYlJZm5ubkVduvWLauwsFBy/fp1xbfffuswf/7829bW1noAsLCwENesWZPQr18/3/fff9998ODBWY0bN34o2fryyy9tjxw5Yu3l5VXwz3/+83Z166nvanvXto0AxFp6LAZJRERERERkVGJRkZC/c6dH8eXLdtDrhbLXdDdvWhX+9ZeL3N8/3WLgwERBLq+t9zr1zuzZs1P69++fY+o6ngbZ2dkSa2vrtgCQlZV1zsrKSm/qmsoKDw9XLl++3EUmk4nr16+/HhYWlln2emJiomzdunV2tra2Bof1KBQK/dmzZ1W//vqretCgQU98TwQEBOTNnj379rBhwzJlsvsRhE6nw4wZM1xWrlzpPHXqVK8+ffrkODs7lwa2hYWFwujRo70LCgok8+fPvzlv3ry7wP1RQ927d/fZt2+fzapVq+ymTZuWXva5unfvnj1o0KCMjh075nl6eha1b9++5ePqy8/PF/r27ds8JSXFbOnSpQlvv/12WtnrZ86cUTg6Oj70uerTp0/usGHDUr/77juHKVOmuP/444/xJdfu3Lkjff/9990FQcCaNWsSLCwsnrmfG7UdJAHAeQC/PkH/wQBa104pRERERPXLHdzBOqzDERxBDnKghhrd0R3/wD/QGI1NXR5RgyIWFQmaTZt8dMnJqkob6fVC8aVL9vqMDIXlqFFXBDOzZ+5NIT1bfvjhBxtRFNGvX7975UMkAPDw8NAuXLjwTmX9R44cmbpu3brGCxcudBk0aNATjUqSy+W4ePHi5fLnpVIpPvvss+Rdu3bZxMfHK7Zv3249derU0lBo8+bNjZKSksx8fX3zS0IkALC2ttavXLkysUuXLi1WrVrVuHyQ9MUXX9wq+XtiYmKV8o5FixY5xsfHK8aPH3+nfIgEAB06dDA4Km/lypVJBw8ebLR9+3a7Xbt2pQ8YMCAHACZNmuSekZEhGz58eFrfvn1zq1LD08YYQdJ/RVFcUNPOgiB4gUESERERPWPykY838SY2YiOK8fDskd/xO+ZjPsZgDFZgBRRQmKhKooYlf+dOj0eGSGXokpNV+bt2eShDQxOMXdeTSkhIkM+cOdP1zz//tNZoNFJvb+/8SZMm3Z0yZUr643vT0y4tLU0GAPb29jWakhkaGpp57Ngxq8jISNVPP/1kFRoaml27Fd4nkUjQokWL/Pj4eEVycrK87LW9e/daA8DAgQMrTHkLCQnJc3NzK4yLi7OIjY018/X1LXqSOjZv3uwAAG+99Val4ZohdnZ2un//+9+Jo0ePbjp16lTPXr16RR04cEC1Y8cOOwcHh+LPP//81uMf5elU24ttZwPIe8LHyH/wOERERETPhHzkoy/64mt8XSFEKlGMYnyFr9AHfZCP/DqukKjh0WdlyYovX7arTp/i6Gg7fXa2MX4ZX2vu3bsne/755/2OHDli/dxzz+UEBQXlXLlyxWLq1KleM2fOrHTR3+3btzcaNWqU+8iRIz0+/PDDxufOnWOi/ZRyc3MrAoC9e/c2SkpKqvb9KggC5syZkwQAH330kVEXik5MTDQHACcnp4f+5xgdHa0EgKCgIIP5QkBAQB4AnD17ttrrIZV19epVeWJionnjxo2LmzVrVnzgwAHLiRMnur766qseH3zwgdOlS5fMH9V/1KhRmS+88EJmQkKC+dSpU92mTZvmCQBLly5NtLe3N7wi+DOgVoMkURQbiaI45QkfY5Ioija1VRMRERGRqb2JN3EER6rU9giOYDqmG7cgIkLh6dP25ddEeiy9Xig6fdreSCXVisOHD1s3adKk4Pr16xf37Nlz/fjx43F//PFHjFKp1K9YscL52LFjSkP9Nm3a5PjNN984btmyxeHjjz92CwoKahkWFuZRXGw4/G5IsrOzJWWPnJyc0vfROTk5kvLXTVkrAIwZMyZdoVDoU1JSzHx9fVuFhoZ6LV++3P748eMWWm3VBimNGDEiq2XLlnnnz5+3/P77762NUef+/ftVUVFRSrlcLg4ePPihwSS3b982AwAvLy+Do41cXFyKASA+Pv6RQc/jnD9/3gIAHB0di8LCwjx69+7t98UXXzh99913DosXL3YNDAxsOW/evEfOO//6668TVSqVbv369Y43b94079WrV+bo0aMzn6Su+s7kNzkRERHRsywFKdiIjdXqswEbcAfVGmFPRNWku3nT4Pbmj6NNTKxRv7oikUiwZs2axLILQHfr1i1v1KhRd/V6PVauXOlQtn1gYGDe0qVLEy5cuHApJycn8vLlyxf/+c9/JqrVat23337rMGHCBPe6fxX1i7W1dduyh5ubW5uSa25ubm3KXzdlrQDg7+9ftG3btqtOTk5FGo1GsmPHDrtZs2Z5hoSE+Nva2gaOHDnSIyEhQf64x/nggw+SAeOMSsrIyJCMHz/eCwDeeOONO56eng8llnl5eRIAsLS0NLiQuaWlpQ64H+Q9SR3p6elS4P4IqK1btzrMnDkz+erVqxcSEhLOf/DBB7cAYOHChW7btm2rNEzz8vIqHjBgwD3g/miuNWvW3HySmp4GDJKIiIiIjOg/+E+l09kqU4xi/Af/MVJFRAQAYlGRtC771RU/P7+8Nm3aFJY/HxYWlgEAp06deigI+/DDD+++/fbbaa1atSpUqVSin59f0bvvvpv6xx9/xMjlcnHTpk0OV69efWzoQPXLoEGDcm7cuHFp06ZN11599dVUf3//PKlUKubk5Ei3bNni0K5dO//z588/cjTP8OHDswICAvKioqKUW7durbVRSVqtFi+99JJ3QkKCeatWrTTLly9Prq3Hri79g1GJOp1OGD58eOqyZctuN23atNjDw0P78ccf33njjTfuAsDSpUudK3uMqKgo859//tkWAERRxNatW5/5GVYMkoiIiIiMqKpT2sr7E3/WbiFE9BDBzKxG65fUtF9dcXV1NTgVyMfHpwgAUlNTqxQKtW/fvqBXr16ZOp1O2Lt3r1Vt1vi0ycrKOlf2uHXr1vmSa7du3Tpf/ropay1LoVCIr732WuaWLVsSo6KiLqekpJxfsmRJopWVlS4jI0M2ceJEj8c9xocffpgEAIsWLaq1UUlhYWGehw8ftvby8irYv3//VYVCUWEnRKVSqQcAjUZjMLPQaDRSAFCr1QZHLFWVWq0u/X4eO3ZshR3bxo0blwYAFy5csMzLyzM4FXbs2LGeBQUFkldeeSVNJpOJS5cudYmLizN7krrquycOkgRBaCUIwheCIOwXBGG1IAj+BtoECoJw/Umfi4iIiOhpk4McdMRIWMHpsW2t4ISOGFnaj4iMR+ruXqNvMpmHR4P55mzatGkhANy+fbtBj0iysrLSlz3KhhdqtVpf/ropa30Ue3t73TvvvJO6Zs2aGwBw+vRpq8dNDXv55Zez27Rpo4mOjlZ+8803jZ60hkmTJrlu27bN3snJqej333+/4uzsbHDRJmdn5yIAiI+PNxjIlOzy5uXlVWH0XXV4e3uXBq/NmzevEML6+PgUAoBOp8Pdu3crLFz++eef2/31119qPz+//M2bNydMmDDhTn5+vmT8+PGPDemeZk8UJAmC0BnAGQAhAO4B6APgv4IgfFiuqTkAzyd5LiIiIqKnkQ/+D33wLkZhwyPDJCs4YRQ2oA/eRUeMhBr1ehkWoqeeeXBwGiSSCiMhHkkiEc2CgyuMWqhPkpKSDL7xvnr1qhkAODg4VHmu7b1796RA5evU0NOpf//+OcD9cKRkjaBHmTt3bjIALF682EUUq/ctU9acOXMar1271snW1lb722+/XWnWrFml96K/v38eAERERBhcHP7SpUtKAGjfvv0TbXMaGBhYYG5uLgJAWlpahc9FampqaXhkZWX10GjEpKQk2dy5c92lUim+/PLLeLlcjiVLliR7eHgUHj582HrDhg3P7BS3Jx2RtBjADgCtRFEcBqA5gLcBvCcIwneCIDzRCupERERET7vmUCIDN2EL90rDpJIQyRbuyMBNXMZBdEf3ui+WqAGRWFtr5S1apFenj9zfP11iZVW1ba9MJCYmRnnx4sUK78M2b95sCwDBwcFVGlGVn58vHDp0yBoAOnToYHALdqqf9PpH535RUVHmACCXy0UnJ6fH3s9DhgzJbtu2rSY2Ntbihx9+qFE4smzZMvtFixa5qdVq3a5du64YWserrH79+mUBwM6dOys83/Hjxy1u3bpl3rx583xfX1+DUzmrysLCQgwJCckCgAMHDlT4Dc7+/fvVAODm5lZoa2v70Cd2woQJ7llZWdJRo0bd7dq1ax4AKJVKccWKFQkAMHv2bPeMjIxncjmhJ31RbQCsFx/EkqIo6kVRXAGgB4DuAA4JglCvt8ckIiIiMqY38Cq2YlylYVL5EGkTxiAf6fgH/mHCqokaBouBAxOlLi65VWkrdXHJtRg4MNHYNT0pvV6PSZMmeZSdshQeHq7cuHGjoyAImDJlSmrJ+XPnzilWr15tm5+f/9DaL8nJybKBAwd6P9g+Pv/FF1+s0ueI6ofp06e7jB8/3q0kMCrrxo0b8gkTJngCQK9evTINrU9kyNy5c5MAYPPmzQ6Pa1vehg0bbN555x1PpVKp37FjR1ynTp0eO4ooLCws09XVtSg2NtZiwYIFjiXns7OzJVOmTPEEgClTptTK9qazZ89OAYBPPvnE5cKFC6Wfs5iYGLOStaFGjx6dWrbPDz/8YLV7925bZ2fnok8//TSp7LXBgwfnDB48OD01NVX+5ptvutVGjfVNhTl+1ZQHQFX+pCiKpwRBeB7AHgAnAXz8hM/TYAiC0AhAowcfyh+XJhMREVH95gQnDEEfbMKY0sBoAn7CXcRBDgs4oCnkUCATSdiEMchGCsZhHBqjsalLJ3rmCWZmouWoUVfyd+3yKI6OtsODHZweIpGIcn//dIuBAxMFubzm83rqSI8ePbIuX75s4e3tHRAcHJybnZ0tPXnypFqr1QrTpk27XTJyAgCSkpLkU6ZMafL+++97BAQEaOzs7LR37tyRR0VFWWo0Gknjxo2Lf/jhh2sSyTM5qKLGrKys9KIoRpi6jsrk5uZKN2zY4PjVV1819vT0LGzevHm+QqHQJycnm124cMFSq9UKHh4ehdXZpn7w4ME5QUFBuRERERXe/z9KUlKSbPz48U30ej1cXV0L165d67B27doKYdTgwYMzw8LCMks+Njc3Fzds2HB94MCBPvPnz3ffsWOHrZubW9GZM2dUqamp8j59+tybMmVKhRGFy5cvt9+0aZM9AGi1WgG4v8B8mzZt/ErarF69OjEkJKT0++DFF1/UTJ8+/fZnn33m3LFjR/927drlSqVSREZGqjQajaRr165Z8+bNKw2tsrOzJTNmzPB88HyJhtbFWrNmza0///zTeuvWrQ6jR49O79Wrl6Y6n7f67kmDpEgAgwD8Uv6CKIrxgiB0AvAzgHVP+DwNyXQA80o+SE+v1mhbIiIiqodWYAWu4gZu4Txs4AYLWMMT7R9qo4YjumIcNDiOFVhhokqJGh7BzExUhoYm6F98Mano9Gl7bWKiWiwqkgpmZjqZh0eOWXBwWn2fzlaWjY2N9q+//oqZPn2629GjR600Go20adOmBZMmTbozbdq0h95cBAQEFLz++ut3IyIiLK9cuWKRmZkpMzMzE728vAp69+6d9d57791xcHCo17vUUUWLFi263b59e82BAweso6OjLc6ePavKycmRqlQqfevWrTX9+vXLfPvtt1OruzD4vHnzkgcOHOhTnT65ubmS4uJiAQDi4uIs4uLiLAy18/T0LCobJAH3A57w8PDLc+bMcTl16pQ6NjZW6e7uXjh58uSUOXPm3DUUcN66dcvswoULlmXPFRcXC2XPZWZmVlgL6dNPP00ODAzMW7lyZePz58+rdDodvLy8CocPH5723nvv3ZXJ/hedzJgxwzU5OdmsX79+94YNG5Zl6PU4OztrFyxYcOvNN9/0mjhxomdUVFS0XP7srFkvPMliWYIgvAzgTQD9RVG8V0kbOYC1AHqJotikxk/WQJQbkXTAz8+v+eXLl01XEBERET2xYujxDW7gJgoe29YdCryGJpA/+ea6RPVWy5YtER0dHS2KYsvK2kRERFgACFcoFC38/PxipFJpvR8NRET0NNDpdEJMTIxfQUHBZQBdgoKCqrVo+RP9C0UUxR9EUexcWYj0oE2xKIpvMESqGlEUM0VRjBdFMR5AMYeREhERPf32IaVKIRIA3EQBfkOKkSsiIiIiqhmmFERERERGlINi/BeV/s7NoHO4h1w8NTNpiIiIqAFhkERERERkROeQifKLUOihww2cxg2chh4Vlx/RA4isZvhEREREVBeedLHtKhEEwQtAVwDOACpsQfiAKIriR3VRDxEREVFdiUfFjVpuIxrf4HUAwFhsgwsCDPbrimrvskxERERkVEYNkgRBUAD4GsCrJace0VwEwCCJiIiInil5BqaoJeBs6d/jcdZgkFRUYRwTERERkekZe0TSEgAjANwFsAXAdQC5Rn5OIiIionqjCHoUIe+hc/E4Xebvp9AeLz90XQ4LmHEFAiIiIqqHjB0kvQIgDUCgKIrcfoSIiIgaHBWS8E/0rPR6HMLxTwQ/dG4CfkIvdDF2aURERETVZuxfdakAHGWIRERERA3VNfxZ7T6xOIR2sKn9YoiIiIiekLGDpEsArIz8HERERET11tuYgefQt8rtW+BFjMVkqOpmTxQiIiKiajF2kLQMQHdBENoa+XmIiIiI6qVGaIQj2IVXMQ+SR4RDEsjQF+/jLXyBl+BbhxUSERERVZ1Rf9UliuKPgiC4AfhdEIRVAH4HkAQY3oZEFMVEY9ZDREREZApmkGIj5kKHLHyPzwy26YI3MBGT0QdOkHOhbSIiIqqn6mLM9AUAGQA+fHBURqyjeoiIiIjqnA5FCMcPlV6Pwy78DZ8xRCIiIqJ6zajBjSAI/QHsePA8aQASAOQa8zmJiIiI6qNlWIZkJJd+3AIvAAAu4yAAIBlJWIZleB/vm6Q+IiIioqow9gigBQAEAGMAfCOKomjk5yMiIiKql+ZhXunfV2IlJmMyAGAVVmEappW2YZBERERE9Zmxx063AHBUFMVNDJGIiIioIUtHOp7H8ziGY5iCKRAe/JmKqTiGY3gezyMNaaYuk4ieAoIgBLm6urYqe2737t1qQRCCQkNDvWrymFlZWZJZs2Y5+/j4+CuVyrZqtTqwefPmLcPCwjyysrIa5JxbvV6P7OxsSU0Ovd7gssB1ateuXerevXs3dXR0bC2Xy9tZWVkFenl5BfTt29d78eLFDunp6dKy7YODg30FQQgSBCFo9+7dakOP+ccff1gKghAUHBxc5V0hwsPDlTNnznRp27atn1qtDpTL5e2cnJxaDxo0qMmpU6csHtX37Nmzir59+3rb2Ni0USgU7Xx8fPwXLlzoqNPpDLbfs2ePatasWc7du3dvZmNj08bQ90pZsbGxZiWv+VHH0KFDvar6ehsCY49ISntwEBERETVo1rDGCZwweK0zOld6jYjqSGGRDEl37ZGVo4ZOL4VUooO1OgeujmkwN9OaujxjiomJMXvhhRd8k5KSzNzc3Aq7deuWVVhYKLl+/bri22+/dZg/f/5ta2tr0ycjdSw3N1dibW1dox3Is7KyzllZWZnsc/bWW285L1u2zAUAvL29CwIDAzVyuVy8du2a4sCBAza//fabTceOHfN69eqlMdR/wYIFLv3794990jqKi4vRtWvXFgBgbW2ta9euXa5SqdRHRUUpd+7cabtv3z6bL7/88saYMWPule978OBBywEDBvgUFBRIWrVqpXF3dy86ffq0at68ee4nT55U7d69+7pE8nDGOWvWLI/Y2NhHhlNlWVlZ6YcMGZJe2fU9e/bYFhYWCiEhITnVeNnPPGMHSdsBDBcEQSGKYoGRn4uIiIjoqaCHiATkAQA8oYQEgokrImrAdDoBsfEeSLtnB7HcN2O2xgq3Ulxgb5sOX89ESKXP3CyL/Px8oW/fvs1TUlLMli5dmvD2228/NBDgzJkzCkdHR8PDP6heCg8PVy5fvtxFJpOJ69evvx4WFpZZ9npiYqJs3bp1dra2tga/rgqFQn/27FnVr7/+qh40aNATBygBAQF5s2fPvj1s2LBMmex+BKHT6TBjxgyXlStXOk+dOtWrT58+Oc7OzqWBbWFhoTB69GjvgoICyfz582/OmzfvLnB/5Fz37t199u3bZ7Nq1Sq7adOmPRQCde/ePXvQoEEZHTt2zPP09Cxq3759y0fV5uzsrP3pp5/iDV2LjIxU7Nixw06hUOjDwsIqBF0NmbGHKM4BEA9gpyAITY38XERERERPhdsowCbEYxPicRv8XRuRyeh0As7H+iD1nn2FEKmECAGpGfY4H+sDne6ZS30XLVrkGB8fr3jjjTfulA+RAKBDhw4FarW6wY1Gepr98MMPNqIool+/fvfKh0gA4OHhoV24cOGdtm3bGvwf0MiRI1MBYOHChS5PWotcLsfFixcvjxw5sjREAgCpVIrPPvss2cvLq0Cj0Ui2b99uXbbf5s2bGyUlJZn5+vrml4RIAGBtba1fuXJlIgCsWrWqcfnn++KLL24tWbIkZciQIdkODg5PNJJww4YNdgDwwgsvZNra2vJ7oAxjB0m7AegA9AIQIwhCnCAIfwqCcMjA8YeRayEiIiKqF+Lxv5kECTA4q4CI6kJsvAdy8lRVapuTp0JsgoeRK6oVCQkJ8tDQUC87O7s2CoWinb+/f4tVq1bZGWq7efNmBwB466237tRtlWQsaWlpMgCwt7evUZASGhqa6efnlx8ZGan66aefrGq3uv+RSCRo0aJFPgAkJyfLy17bu3evNQAMHDiwwkigkJCQPDc3t8K4uDiL2NhYM2PUptfrsWPHDlsAGDlyZIahNsXFxViyZIlDYGCgn0qlaqtQKNr5+fn5L1y40LG4uLhC+xMnTlhMmDDBrWXLli1sbGzamJmZtXNzc2s1cuRIj/j4+Idef15enmBubt7O0PpOL7zwQlNBEIKCgoIqrFMVEBDQQiKRBCUnJxt19pmxg6TuADrh/s5tUgBNAXR9cN7QQURERPRMESGiCPqHjrJB0g1oKlwX8czNniGqfwqKZEi7ZzBcqVRahh0Ki4y9PMgTuXfvnuz555/3O3LkiPVzzz2XExQUlHPlyhWLqVOnes2cOfOhESZXr16VJyYmmjdu3Li4WbNmxQcOHLCcOHGi66uvvurxwQcfOF26dMncVK+Das7Nza0IAPbu3dsoKSmp2verIAiYM2dOEgB89NFHTzwq6VESExPNAcDJyemh5CU6OloJAEFBQXmG+gUEBOQBwNmzZ6u8HlJ1HDhwQJWcnGxma2urHTJkSFb567m5uUKXLl183n33XY/4+HhFmzZtcjt16pSdmpoqnzdvnnufPn2all8QfPHixc7r1q1zBID27dvnduvWLUsURWzZssUhODi4RdkwSalUiq1bt9YkJyeblQ3LdDodzpw5owaAixcvWubk5JRmOunp6dLLly8rmzZtWuDi4mLUdd2MHSQ1qcbhbeRaiIiIiOrcHRRiMS4/dMQht/R6HHIrXL+DQhNWTNRAJN+tfDpbZUQISLprb6SKasXhw4etmzRpUnD9+vWLe/bsuX78+PG4P/74I0apVOpXrFjhfOzYMWVJ2/Pnz1sAgKOjY1FYWJhH7969/b744gun7777zmHx4sWugYGBLefNm1dh+hDVb2PGjElXKBT6lJQUM19f31ahoaFey5cvtz9+/LiFVlu1fGHEiBFZLVu2zDt//rzl999/b/34HtW3f/9+VVRUlFIul4uDBw/OLnvt9u3bZgDg5eVVZKivi4tLMQDEx8cbJez85ptv7ABg4MCBGXK5vML1iRMnup86dUr9f//3f/euXbt28fjx43GHDh26evXq1YvdunXLOnToUKNly5Y5lO0zfvz41Bs3blyIioq6/Pvvv1/7/fffryUmJl6cNWtWcmpqqvztt992Ldu+ZIHv/fv3l+6gd/LkSYvs7Gxps2bNCoqLi4U//vjDsuTa/v37VXq9Hs8//7zRFwY3apAkimJCdQ5j1kJERERkCjHIfnyjWuhDRNWUlWNwe3Oj9asjEokEa9asSSy7Y1i3bt3yRo0adVev12PlypWlb25Ltn+Pjo5Wbt261WHmzJnJV69evZCQkHD+gw8+uAUACxcudNu2bZtRggQyDn9//6Jt27ZddXJyKtJoNJIdO3bYzZo1yzMkJMTf1tY2cOTIkR4JCQkV05FyPvjgg2TAOKOSMjIyJOPHj/cCgDfeeOOOp6fnQyOS8vLyJABgaWlpcG0iS0tLHQCUHZFTW/Lz84U9e/bYAPdDufLXk5KSZNu2bbN3cnIq2rZt2w07O7vSoUc2Njb6b775Jl4ul4v/+c9/HgqSBgwYkOPu7v5QkieVSvHJJ5/cdnR0LD548OBD32c9e/bMAYAjR46U/sw5ePCgGgBmz56dDACHDh0qvXb48GE1AHTv3v3pDpIEQVAJgtBaEIRKU3tBEOwftLGsrA0RERHR06oj7NACVX/f2QJW6IjqzbYhohrQ6aV12q+O+Pn55bVp06bCsMawsLAMADh16lTpDyS9Xi8AgE6nE4YPH566bNmy202bNi328PDQfvzxx3feeOONuwCwdOlS57qqn2rHoEGDcm7cuHFp06ZN11599dVUf3//PKlUKubk5Ei3bNni0K5dO//z588/cjTP8OHDswICAvKioqKUW7durbUwUavV4qWXXvJOSEgwb9WqlWb58uXJtfXYteGHH36wzs7OljZp0qSga9euFabW7du3T63VaoXu3btnq1SqCnPRPTw8tJ6enoVxcXEWubm5D416TElJka5YscJu7Nixbi+//LJnaGioV2hoqJdWqxUyMzNld+7cKf350qNHj1wzMzPx5MmTpd+zR48eVVtaWupHjx59z8XFpej48eOl106cOKEGgD59+jzdQRKAmQDO4f7aSJVp+qDNm0auhYiIiKjOWUCKl+GOvnB65D+8JAD6wgkvww0WqNfvU4meDVJJzba0r2m/OuLq6mpwKpCPj08RAKSmppaORFGr1aWvZezYsRV2bBs3blwaAFy4cMEyLy/vmdux7lmnUCjE1157LXPLli2JUVFRl1NSUs4vWbIk0crKSpeRkSGbOHHiYxeP//DDD5MAYNGiRbU2KiksLMzz8OHD1l5eXgX79++/qlAoKoQxSqVSDwAajcbg/zo1Go0UAIyxo+CWLVvsAODll1+uMBoJAOLj480AYNu2bfaCIAQZOq5evaoQRRGpqamla1R9+eWXtk2bNm09ffp0r3Xr1jX+8ccf7Xfs2GG3Y8cOu4yMDBkAZGVllf4DQKVSia1atSpdJ0mn0+Hs2bPq9u3b58hkMjz33HM5JeskpaenS2NiYupkfSQAMPZCcQMAXBVF8VRlDURRPCUIwjUAgwEsNnI9RERERHVOgICOsIMGOhxFqsE2XeDAkUhEdclanYNsTfV3pLJWG/23/XXF29u7NHRq3rx5hQDKx8enELi/wO/du3dlXl5eFbeioqeGvb297p133kl1dXUtGjlyZLPTp09b5eTkSB4Vxrz88svZixcv1pw/f97ym2++aeTq6vpE98CkSZNcS6aF/f7771ecnZ0Nhh7Ozs5F2dnZFvHx8WYdO3bML3+9ZJc3Ly+vWl1UMC0tTXrkyBFrQRDw+uuvG9ytrWQkn5+fX76/v7/BxcBLlIRkV65cMZs6daoXACxcuPDm3//+9ywvL6+ikhFNbdu29fvvf/9rKYoPZ2ohISE5ERERqv3796vT0tLysrOzpV26dMkBgG7duuXs2LHD7o8//rDMy8uT6PV6PPfcc3Xy88nYQZI3gGNVaHcZ93d3IyIiInomFUOPc6iwi3GpSNxDF9hDZvQB40QEAHBxTMOtFJdqLbgtQISrY4WRO/VJUlKSwe3Qr169agYADg4OpUFAYGBggbm5uVhYWCikpaVJy49kKDuawsrKql6PxKKq69+/fw5wPyBMT0+XPm5Uz9y5c5NDQ0ObL1682GXVqlU1Xtt4zpw5jdeuXetka2ur/e233640a9as0lDK398/LzY21iIiIkL5yiuvVNg17dKlS0oAaN++fYWQ6Uls3LjRpqioSGjfvn1uySi+8kp2xQsODs7ZtGnTzao87s8//2xdXFwsjBs37s6HH354t/z1mzdvGpxm2KNHj5wVK1Y4HzlyRH3v3j0pALzwwgs5ANC7d+8c4P46Sfn5+RKgbtZHAow/tc0CQFW+sPkAVEauhYiIiMhk/kI6cvC/92gtoH5o7aQcaHECBkfRE5ExKMy0sLep3jedvW06zM2MPm3kScTExCgvXrxY4U3p5s2bbYH7b35LzllYWIghISFZAHDgwIEKi7mV7Bbl5uZWaGtrW+tTiMg49PpHf6mioqLMAUAul4tOTk6PvZ+HDBmS3bZtW01sbKzFDz/8YFOTmpYtW2a/aNEiN7Vardu1a9cVQ+t4ldWvX78sANi5c2eF5zt+/LjFrVu3zJs3b57v6+trMOypqW3bttkBwPDhwyv92dC3b98cqVSKgwcPNiosLKxSEF0SApWEUGXt27dPlZ6ebnCQT69evXLlcrl48uRJ9dGjR9UqlUrXuXPnPADw9fUtKlknqWR9pJJwydiMHSTdBNChCu06AKhXC2wRERER1abD+N8vIO+vheReunZSiT9R4ZeURGRMvl6JUCtzq9RWrcyFr2eikSt6Ynq9HpMmTfIou5tVeHi4cuPGjY6CIGDKlCkPza+dPXt2CgB88sknLhcuXCgNoGJiYsxK1sUZPXq04Tm5VC9Nnz7dZfz48W4lgVFZN27ckE+YMMETAHr16pVpaH0iQ+bOnZsEAJs3b3Z4XNvyNmzYYPPOO+94KpVK/Y4dO+I6der02MEmYWFhma6urkWxsbEWCxYscCw5n52dLZkyZYonAEyZMuVOdWt5lCtXrphFRkaqzM3NxVGjRlU6hLhJkybFQ4cOTUtOTjYbNGhQk5s3b1YIgS5dumS+cePGRiUf+/r6FgLA999/b5ednV36vXnjxg15yesxpOw6ScePH7du3759rkz2v6d77rnnci5cuGAZExOjbNKkSUH5XeGMxdhT2/YDmCwIwgxRFD811EAQhDcBNAGw1si1EBEREZnMbPjhWyTgb3CCB5Sl5zvCDs6wwAGkYCQq/bckERmDVCqije8VxCZ4IC3DzuA0NwEi7G3T4euZCKm0Sm+6TalHjx5Zly9ftvD29g4IDg7Ozc7Olp48eVKt1WqFadOm3S6/C9WLL76omT59+u3PPvvMuWPHjv7t2rXLlUqliIyMVGk0GknXrl2z5s2bV6tv2Mm4cnNzpRs2bHD86quvGnt6ehY2b948X6FQ6JOTk80uXLhgqdVqBQ8Pj8I1a9ZUaVoWAAwePDgnKCgoNyIioloziZKSkmTjx49votfr4erqWrh27VqHtWvXVgijBg8enBkWFpZZ8rG5ubm4YcOG6wMHDvSZP3+++44dO2zd3NyKzpw5o0pNTZX36dPn3pQpUyqMGlq+fLn9pk2b7AFAq9UKwP0F5tu0aeNX0mb16tWJISEhFdY2Wr9+va0oiujZs2emnZ3dI6dyfv3114mJiYlm+/fvt/H19bVu0aJFnouLS1FeXp7k6tWrFomJiea9evXKHD16dCYADB8+PHPx4sUFUVFRyqZNmwYEBQXlFhYWSk6ePKlu0aJFftu2bTXnzp0zuJN9586dcyIjI1WFhYVCyfpIJUrWSQKA559/vs7WbzN2kLQUQBiATwRB6AXgKwDXHlxrCmAcgL4Ash+0JSIiInomKSDFG/A2eM0DykqvEZGRSaUi/L0TUOiWhKS79sjKUUOnl0Iq0cFanQNXx7T6Pp2tLBsbG+1ff/0VM336dLejR49aaTQaadOmTQsmTZp0Z9q0aQan63z66afJgYGBeStXrmx8/vx5lU6ng5eXV+Hw4cPT3nvvvbtlR0A0JCqVSp+VlXWupn1ru56qWrRo0e327dtrDhw4YB0dHW1x9uxZVU5OjlSlUulbt26t6devX+bbb7+damVlVa0a582blzxw4ECf6vTJzc2VFBcXCwAQFxdnERcXZ2GonaenZ1HZIAm4H3KGh4dfnjNnjsupU6fUsbGxSnd398LJkyenzJkz565EUnGC1a1bt8wuXLjwUCBTXFwslD2XmZlpcGvU7du32wHAiBEjHjvlVaVSiUeOHIn74osv7LZs2WJ3+fJl5YULFyxtbGy0rq6uRUOHDk1/7bXXShfrVigU4okTJ2JmzJjhevjwYevDhw83cnR0LBozZszdJUuW3O7Vq1fzyp6rZ8+eOStXrnQG/rc+UomyU9nqan0kABDKrwpe608gCF0A/ATAHkD5JxMApAEYKoriEaMW8hQSBCHK39/fPyoqytSlEBERERHVmpYtWyI6OjpaFMWWlbWJiIiwABCuUCha+Pn5xUifgtFARERPA51OJ8TExPgVFBRcBtAlKCioWouWGz1aFkUxXBAEXwBjAfQC4P7g0k0ABwGsE0Wx8i1MiIiIiIiIiIioXqiTMYoPgqKl4PQ1IiIiIiIiIqKnlrF3bSMiIiIiIiIiomcEgyQiIiIiIiIiIqoSBklERERERERERFQlDJKIiIiIiIiIiKhKGCQREREREREREVGVMEgiIiIiIiIiIqIqYZBERERERERERERVwiCJiIiIiIiIiIiqRGbMBxcE4bUqNi0CkA7gvCiKd41YEhERERERERER1ZBRgyQAGwGI1WgvCoJwEMBUURTjjFMSERERERERERHVhLGDpIUAvAC8BiAXwAEAiQ+uuQP4GwA1gM0ACgF0enAuXBCEIFEUk4xcHxERERERERERVZGx10jaDGAAgPUA3EVRfEkUxZkPjqG4HyatB9AfwFIArQF8CsARwLtGrq3WCILQXhCEbwRBuCoIgigIwsemromIiIiIiKi6zp8/b75gwQLHAQMGNHF3dw8QBCFIEISg2NhYM1PXRtWza9cude/evZs6Ojq2lsvl7aysrAK9vLwC+vbt67148WKH9PR0adn2wcHBviVf7927d6sNPeYff/xhKQhCUHBwsG9V6wgPD1fOnDnTpW3btn5qtTpQLpe3c3Jyaj1o0KAmp06dsnhU37Nnzyr69u3rbWNj00ahULTz8fHxX7hwoaNOpzPYfs+ePapZs2Y5d+/evZmNjU0bQRCCXF1dW1X2+LGxsWYlr/lRx9ChQ72q+nobAmOPSPongHsAxomiqC9/URTFbEEQxgHoDmCxKIovC4LwHoBhAPoYubba1BnAcwCOAbA3cS1ERERERFRNN7NvyladWmV/7OYxtaZII7U0s9R18eiSMzl4cpq7lbvW1PXVlRUrVjhu2LDB0dR11GdarRb79u1TA0Dfvn1zZDJjv62uvrfeest52bJlLgDg7e1dEBgYqJHL5eK1a9cUBw4csPntt99sOnbsmNerVy+Nof4LFixw6d+/f+yT1lFcXIyuXbu2AABra2tdu3btcpVKpT4qKkq5c+dO23379tl8+eWXN8aMGXOvfN+DBw9aDhgwwKegoEDSqlUrjbu7e9Hp06dV8+bNcz958qRq9+7d1yWSh8fGzJo1yyM2NvaR4VRZVlZW+iFDhqRXdn3Pnj22hYWFQkhISE41XvYzz9h3fA8ABwyFSCVEUdQLgnAa96e0QRTFIkEQzuN+uPS0WCmK4goAEAQh3sS1EBERERFRFeUW5Qpjd4712H55u51WrxXKXjtx84TVsr+WuQz1H5q+buC6RKVcWZ31X59KrVq1yp84cWJKcHCwplOnTnm9e/duHh8frzB1XfXJ8ePHlQMHDvQBgCNHjlzu2rVrnqlrKis8PFy5fPlyF5lMJq5fv/56WFhYZtnriYmJsnXr1tnZ2toaHNajUCj0Z8+eVf3666/qQYMGPXGAEhAQkDd79uzbw4YNyywJ3XQ6HWbMmOGycuVK56lTp3r16dMnx9nZuTSwLSwsFEaPHu1dUFAgmT9//s158+bdBYCsrCxJ9+7dffbt22ezatUqu2nTpj0UAnXv3j170KBBGR07dszz9PQsat++fctH1ebs7Kz96aef4g1di4yMVOzYscNOoVDow8LCKgRdDZmxp7YpAThVoV1jAGV/OGUDeGpS/0cFZUREREREVD/lFuUKPTf19NkWtc2+fIhUQqvXCt9d+s6++8buPrlFuQbbPEtmzJiRtmbNmqTRo0dn+vj4FJm6nvrojz/+UBv6e33xww8/2IiiiH79+t0rHyIBgIeHh3bhwoV32rZtW2Co/8iRI1MBYOHChS5PWotcLsfFixcvjxw5MrPsyC2pVIrPPvss2cvLq0Cj0Ui2b99uXbbf5s2bGyUlJZn5+vrml4RIAGBtba1fuXJlIgCsWrWqcfnn++KLL24tWbIkZciQIdkODg5PlCls2LDBDgBeeOGFTFtbW77nL8PYQdJFAF0FQehaWQNBELoA6PagbQl3AKm1UcCDOY3vCoKwQxCEWw/WMHrsbxIEQbAQBGGhIAhXBEEoEAQhWRCE9YIguNZGXUREREREZFpjd471OJN8RlWVtmeSz6jG7RrnYeyaquLMmTOKQYMGNXFzc2tlbm7ezsbGpo2fn5//66+/7p6QkCAvaafX6/HJJ5/Y+/r6+isUinb29vZtXn75Zc+kpCRZaGio16PWwqH79Ho9srOzJWWPo0ePln7Ojhw5oi5/Xa83beaQlpYmAwB7e/saBSmhoaGZfn5++ZGRkaqffvrJqnar+x+JRIIWLVrkA0BycrK87LW9e/daA8DAgQMrjAQKCQnJc3NzK4yLi7Mw1tpder0eO3bssAWAkSNHZhhqExsbazZgwIAmNjY2bSwsLNoGBAS0+Oqrr2xK1l0qv45UWlqadNGiRY4hISHNXVxcWpmZmbVr1KhRYJcuXZr//PPPFT7P33//vbUgCEHu7u4B9+7deyi70ev1CAkJaS4IQtB7771XlcE7tcrYQdJSAFIA+wVB+FIQhBcFQfB7cLwoCMIXAPYDEB60hSAI1gCCAJyspRo+xP21mv4OoEohkCAICgCHHvRVAfgVwE0AYwCcEwTBu5ZqIyIiomeYCBGaGv4R8czPoCEyqcSsRNn2y9vtqtPnx+gf7W5m3zTpgjjh4eHKLl26+O/cudPW0tJS98ILL2S2bdtWo9VqhQ0bNjhevHixdKbH2LFj3d9++23PGzduKDp06JDTsWPHnMOHD1sHBwe3yMzMlD7qeei+U6dOWVhbW7ctexw5cqR09MyRI0esy18/c+ZMldfoMQY3N7ciANi7d2+jpKSkat+vgiBgzpw5SQDw0UcfPfGopEdJTEw0BwAnJ6fisuejo6OVABAUFGRw2mBAQEAeAJw9e9Yon+sDBw6okpOTzWxtbbVDhgzJKn/90qVL5s8//3yL3bt321pZWeleeOGFTAsLC/2ECRO8lyxZUmGkFAD8+eeflnPmzHG/ceOGokmTJgV/+9vfMps0aVJw/Phxq9DQ0OafffbZQz+PXnnllaywsLDUW7dumY8dO/ahEPvjjz92PH78uFX79u1zP/7445TaffWPZ9QgSRTFHQBm4H5QNBbAbwCiHhy/ARj3oIYZoij+/KCbHYB5uL97W234C8BHAAYCcAZQWIU+c3B/8ey/APiIoviKKIodAcwC4ID7O80RERERPVIe8qCq4Z881KslN4ieOatPr650OltltHqtsPr0apNurvPpp586FhYWCnPnzr0VGxsbvWfPnuuHDh26evXq1ajIyMioVq1aFQDA/v37VevXr3e0trbWHT9+PDo8PDxuz549169fv37J29u74NChQ41M+TqeFj/99FOj6vb58ccfq92nNo0ZMyZdoVDoU1JSzHx9fVuFhoZ6LV++3P748eMWWm3VBimNGDEiq2XLlnnnz5+3/P77760f36P69u/fr4qKilLK5XJx8ODB2WWv3b592wwAvLy8DE6vdHFxKQaA+Ph4c2PU9s0339gBwMCBAzPkcnmF6+PGjfO8d++e7NVXX029du3apV27dt04c+ZM7I8//hi3efNmB0OPGRAQUHDw4MGYpKSki8ePH4/bvXv39XPnzsWEh4dHq1Qq3YcffuielZX1UEazZs2am97e3gU//fST3YYNG2wA4PTp0xaLFi1yU6lUui1bttyQSus+Ezb2iCQ8WIS6BYDFAI4AuPLgOAJgEQB/URQ/L9P+uiiKS0RRPFtLz79EFMW5oijuEkXxsUmdIAhmAKY8+HCyKIq5ZR5rOYALALoJghBUG/UREREREVHdO3bzWI2mdIUnhpt0Klh6eroMAPr06ZNd/lrbtm0LPD09iwFgzZo1DgAwbty4Ox06dChdC0etVutXr16dWH63KzLs3Xffvfu3v/0ts6rte/fufe/dd9+9+/iWxuPv71+0bdu2q05OTkUajUayY8cOu1mzZnmGhIT429raBo4cOdKj7BTIynzwwQfJgHFGJWVkZEjGjx/vBQBvvPHGnZL7tkReXp4EACwtLQ3OE7S0tNQBQE5OTq3fyPn5+cKePXtsgPuhXPnrly5dMv/rr7/UarVat2bNmltl134KDQ3N7tevn8GFuf38/IoM7ZLXuXPn/NGjR9/Nzc2V7tmz56GfLyqVSvzmm2+uy+VyccaMGZ5RUVHmI0eObFJUVCQsXbo00VTrmNXJTw9RFG+IojhHFMWeoii2eHD0FEXxQ1EUr9dFDdXQGYA1gGuiKJ4zcH37g/8OqLuSiIiIiIioNmmKNDX6NX5N+9WWwMDAPACYMmWKx+7du9XFxcUG2509e1YFACNGjKiwvkvr1q0L/fz8OOyxCuzt7XX79u279vHHH9+UyWSVzjmWyWTiokWLEvfu3Xvd3t7e4G5odWnQoEE5N27cuLRp06Zrr776aqq/v3+eVCoVc3JypFu2bHFo166d//nz5x85mmf48OFZAQEBeVFRUcqtW7fW2qgkrVaLl156yTshIcG8VatWmuXLlyfX1mPXhh9++ME6Oztb2qRJkwJDO/IdPnxYBQDdunXLsra2rhB0vfLKKwbXVALuv/YdO3ZYzZw50+XVV1/1DA0N9QoNDfU6duyYFQBcuXKlwg6JnTt3zp89e3ZSVlaW9LnnnmsRFxdn0b9//4yJEydW+jzGZtL5vfVUmwf/jazkesn51rX1hIIgRFVyqWltPQcREREREf2PpZlljd7s17RfbZk3b17KyZMnVadPn1YPGDDAR6lU6gMDA3P79OmTNWnSpHQ7OzsdAKSlpckBwNvb22DS5OLiUlSyDg09mkQiwQcffHA3NTVVtmLFCmdDbaZMmZLy/vvv18qGUbVFoVCIr732WuZrr72WCdxf7Hn9+vW2ixYtcs3IyJBNnDjR48SJE3GPeowPP/ww6ZVXXmm+aNEil1dffbXCWkE1ERYW5nn48GFrLy+vgv37919VKBQVAjqlUqnPzs6WajQag4NfNJr7ga5ara71lc23bNliBwAvv/xyhdFIAHD79m05ALi6uhr83mrSpInBUULXrl2T/9///V/z2NjYStd1qmyE1fz58+/8/PPPtlFRUUoHB4fiDRs2JD7udRgTxzNWVLKI1a1Krpec9yw5IQiCgyAILwmC8BIAJQC/Bx/3NWKdRERERERUQyHuITk16dfFo0uN+tUWW1tb/V9//XXlt99+i50wYUJK06ZN80+dOmU1d+5cd19f34CLFy8aZc2Yhi4vL0/YunVrpetjbd261T4/P79aa27VNXt7e90777yTumbNmhsAcPr0aavHTQ17+eWXs9u0aaOJjo5WfvPNN42etIZJkya5btu2zd7Jyano999/v+Ls7Gxw0SZnZ+ciAIiPjze4K1vJLm9eXl5VWQO5ytLS0qRHjhyxFgQBr7/+eq2O+Bk9erRXbGysRe/eve8dOnToclpa2n+1Wm2EKIoR//73vxMAQBRFg/dQZGSkIi4uzgIAMjMzZVeuXDHKbnVVxSCpopLtPysb6lkyp7Hs3MWWAH58cDgACH3w97VVeUJRFFsaOgBcq3b1RERERET0WJODJ6fJJJVPVTJEJpGJk4MnpxmrpqqSSCTo3bt37tq1a5MuXLgQk5CQcL5///4Z6enpstmzZ7sCgL29fTEAXL9+3eBaOCWLGVPVLFiwoHFqamrp5/Jvf/tbZtm1k+7evStfsGCBwd266pv+/fvnAIBOp0N6evpjp2rOnTs3GQAWL17sIoo131F0zpw5jdeuXetka2ur/e233640a9bM8LxMAP7+/nkAEBERYXDU3KVLl5QA0L59+/waF2TAxo0bbYqKioSgoKDcytYfcnZ2LgaApKQkg99bhsKv7OxsyYkTJ6zs7Oy0u3fvvt6jR488Ozs7XclC2devX680AM7PzxdGjhzpXVRUJAwa9P/t3Xl8VNX9//H3JwsJECASNgm7IAgqICpWRMHWFq1SN1xarVYr6g/b0kWtfi3YVtraWhVbtBYLWls3rFK11q3uS12AioIssu9LMJCwZJvz++PegckwQyaTmdxJeD0fj/uYzDn3zP3ck1mSz5xz7je2VVVV2be//e0+u3btCixxSSIpBZxzrzvnLMbWK+jYAAAAAOyvR7se1ecfcX7MqSvxjBs4rqR72+6JXfaqERUXF1dPmTJlvSSFp80ce+yx5ZL06KOPHhK9/6effpr32WefMa2tHn7/+98Xh3+eMmXK6n//+9/LwmsnhcvvuOOOlC9KnYxQ6MCzvRYsWJAnSbm5ua5Lly51Pp/PPffcHUOHDt25ePHilk888cR+z6dE/P73v+8wZcqUbm3atKl59tlnlwwePPiAI4nOOOOM7ZL0zDPP7He8d955p+XatWvz+vXrt7t///4pXWz6scceK5Kkiy++OO57w6hRo8ol6c0332y3Y8eO/XIqsfpo27Zt2aFQSB07dqyKXJxbkioqKuz555+P26/f+973ipcsWdLyzDPP3DZ79uwV55xzTsmyZcvyr7322m71OLWUIpG0v/BV2uK9sbb2bwMd0goAAACgYaaPnb76uK7Hlde9p3Rc1+PKHxj7QKDrkkjSb3/7246LFi3ab8TD7Nmz20n7pgRde+21WyTp/vvv7zxnzpy9C/iWl5fbhAkTuteVbEBtmzZt+t+QIUN2vvjii4tuvvnmLVlZWXvXTnrxxRcXDRkyZOemTZs+DjpOSZo4cWLXq6++uls4YRRpxYoVuddcc01PSfryl79cGmt9olgmTZq0TpLiXdr+QGbOnHnIDTfc0LNVq1ahp556aumJJ55Y5yiiSy+9tLS4uLhy8eLFLX/+8593Cpfv2LEj67rrruspSdddd92m+sZyIEuWLGkxd+7cgry8PHfZZZfFvPKaJB111FEVX/rSl8p27NiRfd1113Wrqdm3bNrTTz/d9rnnnmsf3aa4uLiqoKCgZunSpfkvvfRSOKeg6upqTZgwoXjVqlUxRyT985//bDNjxozOXbp0qQyvi/TAAw+s7tq1a+Vf//rXTk8++WTbBp10klhse3/hD4d42b1w+apGiAUAAABAmhS0KHCvXvbqkvHPju8xa+GsoupQ9X5TRXKycty4geNKHhj7wOpWua2Sn9eTIjNmzOh444039jjssMP29O3bd3dOTo4+//zz/MWLF7fMy8tz4WlIY8aMKb/iiis2z5gxo9OJJ544cPjw4WVt2rSp+fDDDwtyc3Pd6NGjt7/22mvt8vLyamWU3n777VYTJkwIrxurDRs25EnS2Wef3bdFixYhSbrsssu2/uhHPwp8il9jKioqqpk3b96iWHVf/epXd371q1+NWReE8vLy7JkzZ3b685//3Llnz54V/fr1252fnx9av359i/nz57eurq62Hj16VNx7771r6n40z9lnn102bNiw8jlz5hTUvfc+69aty7n66qt7h0IhFRcXV9x3330d77vvvv2SUWeffXbppZdeWhq+n5eX52bOnLl87Nixh996663dn3rqqfbdunWr/PDDDwu2bNmSO2bMmC+uu+66/UYN3XnnnR0eeuihDpJUXe29nrds2ZI7ePDgAeF9pk2btvqkk07abymbGTNmtHfO6dRTTy0NL1ofz/3337/qlFNOGfDwww93fPPNN9seddRROzdt2tRizpw5BZdccsnmv/71r51yc3P3vrZyc3M1YcKEjbfffnvxGWecMWD48OE7DjnkkJp58+a13rZtW86ll166JTpJt2XLluzx48f3NjNNnz59ZfhqgO3btw/NmDFjxRlnnNH/2muv7TVixIiF8daaShcSSfsLZ5GPiVMfLp/fCLEAAAAASKOCFgXukfMeWXX7abevm/bBtA5vrX6rzc7KndmtW7SuGdljZNmE4ydszaTpbJMmTVo3e/bswnnz5hW8++67bauqqqxz585VF1544dabbrppY+SUoenTp68ZMGDA7unTp3d6//332xQUFNSMGjVq+1133bX2oosu6i1JnTp1qnVupaWl2fPnz28dfdxFixbtvdLU2rVrd6TzHNEwU6ZM2XDsscfufOmll9otXLiw5UcffVRQVlaWXVBQEDr66KN3nnHGGaXXX3/9lrZt29ZrWNrkyZPXjx079vD6tCkvL8+qqqoySVq6dGnL8ILR0Xr27FkZmUiSpNNOO23nW2+99dktt9zS9f3332+zePHiVt27d6+YMGHCxltuuWVzVtb+E6zWrl3bIvr5W1VVZZFlpaWlMdeFevLJJ4sk6Vvf+ladU16POuqoinffffez66+/vvjtt99u+8orrxT27t17zx/+8IcVffv2rfjrX//aqX379rVeW7/5zW82duvWreree+/tNHfu3IL8/PzQsGHDyqdMmbL+/fffbxWdSLr88st7bt68Offqq6/eFF7XKuxrX/ta+bXXXrtx2rRpXS699NKer7zySqOur2wNWSyrKTKzPZLy4q2GbmYtJG2W1E7SUOfc/6LqP5Z0tKRjnXNz0hzrgoEDBw5csGBBOg8DAADSZKd2qkD1+vJ2r3KVq7X2+18OaBYGDRqkhQsXLvQvMBPTnDlzWkp6Kz8//4gBAwYsys7OPrj+cUmj7du3Z/Xq1euoysrKrO3bt8+LXrMFQPJuvvnmLr/+9a+Lb7755nVTpkzZGHQ8sdTU1NiiRYsG7Nmz5zNJI4cNG1avRctZIymKc65S0h/9u9PMbO9fcGb2I3lJpDfSlUQys0Iz62VmvSTlMncZAAAAQDLmzp2bH315923btmVdcsklPUtLS3POOuusbSSRgPrbtWuXRa49Fvbss8+2ueeeew7Nzs52l1122bYgYmsMDXrXMLOTJc11zpVHlJ0l6WZJQ/yieZJ+6Zz7d0OOlSwz+7qkn0UUtfDL/xtR9kvn3L8i7t8m6SuSTpS01MzektRT0nBJWyRdkcaQJ0qaHL5TUlKvC0kAAAAAgCTpjjvu6DR79uyiQYMG7ercuXPVtm3bchYuXNhq+/bt2d26dau488471wUdI9AUbd26NfvYY48d1KtXrz29e/euyMvLC61YsSI/fNXESZMmrT388MNTekW5TNLQ9PNrkr4k6QNJMrPzJM2S9LakW/x9zpX0rJl93Tn3YgOPl4yO8hJA0YZH7bOXc26PmY2WdJOkb0o6W9I2SQ9K+plzbm1aIvXc7R9Hkl4qKirql8ZjAQAAAGimzj///NLNmzfnfvrpp60/+eST1pJUXFxccfHFF2+ZPHnyxi5duhxwQWEAsbVv375m/Pjxm9544422c+fOLSgvL89q06ZNzcknn7x9woQJmy+44IJmvY5Yg9ZIMrOQpBOcc+FE0seSPnfOnRe137OSCp1zIxsS7MGGNZIAAGjanJx2ab8LwySklVrJFHNJR6DJY40kAAhOQ9dISvWE2IHyRvFEmy7pkRQfCwAAIKOZjAWzAQBAs5KKRFKWmWVJMkklkmJlsipilAEAAAAAAKAJScVV296RVCWpUlInxV6P6GhJ6VxXCAAAAAAAAGnW0BFJ34lRtiFG2fGS/tHAYwEAAAAAACBADUokOeceSnC/cQ05DgAAAAAAAIKXiqltMZlZrpmNN7Mu6TpGc2RmhWbWy8x6ScoNhUJBhwQAAAAAACApjYkkSa0k3SepXxqP0RxNlLTC3/qVlJQEGw0AAAAAAICvQVPbzGz1gar97Ukzq5Ak51yPhhzvIHG3pAf9n18qKioiEQcAAAAAADJCQxfb7ippi6QZ8q7aFqmlpBskPS9pZQOPc9BwzpVKKpUkM6vKykrnoDEAAJBOTk5Vckm1zZXJZCmOCAAAoGEamkgaKm8EzUWSfuqcmxWuMLN28hJJM51zbzbwOAAAAE1OlZx+pc+SanuzjlALEkkAACDDNGi4i3PuE+fclyX9WNKvzOwdMzs+NaEBAAAAQONYozU5N+rGLiM0ot8QDRkwQiP6/VQ/7bJGaxr65XuTUVFRYU899VTbb3/72z369es3qGXLlkPz8/OP6dOnz6Dx48d3W79+/UHTFwDiS8kbgXNutpn9S9IPJb1kZs9Luj0Vjw0AAAAA6VKucrtKV/V4Uk8WVau61jDAd/Vu29/r913HaVzJA3pgdSu1Sm6uahPx73//u+C8887rJ0ldu3atPPnkk3dUVVXZvHnzWk+fPr3z008/3f6VV15ZPHjw4IqgYwUQnJQtwOOcq3LO/VZSf0m7Jb0vJbkoAAAAAACkWbnK7VSdevhjeqxDdBIprFrV9qge7TBKow4vV3mznm+alZWlM84444tXX331s3Xr1n3y4osvLnv11Vc///zzzz896aSTdmzdujX38ssv7x10nACClfKVnJ1zm5xzV0o6VtK5khak+hgAAAAA0FBX6aoeH+rDgkT2/VAfFozX+GZ9FeqxY8eW/etf/1o+evToXZHlRUVFNQ8//PBKSfrf//7XesmSJS0CCRBARkjbJcGcc5865/7pnCtJ1zEAAAAAIBmrtTrnST1ZVJ82szSrKBPWTPrwww/zv/GNb/Tu1q3bUXl5eccccsghgwcMGDDwiiuu6L5q1arc8H6hUEh33HFHh/79+w/Mz88/pkOHDoMvuOCCnuvWrcs577zzepnZsOeee65NIsfs1atX1SGHHFItSatXr86ta38AzVfa3gTNbKiksyQdLamnpPAbVJmkVZLmS3rWOTcvXTEAAAAAQCzTNC3udLZ4qlVt0zStw2/0m43piqsub731VqvTTjttQEVFhR1++OG7Bw8evHP37t1Zq1evzps5c2anc889t7Rnz55VknTVVVd1nzFjRqfc3Fw3fPjwsrZt29a89tpr7Y4//vi2AwYM2FXXsSJt3bo1e8eOHdmS1K1bt6p0nBuApiHliSQz6yVphqRTwkUxdhsmb9rbZDN7XdKVzrmVqY6lKTKzQkmF/t3cUCgUXDAAAABAM/W23k5oJE60t/RWG0mBJZLuuuuuThUVFTZp0qS1P//5zzdF1s2bNy+/ffv2NZL04osvFsyYMaNTu3btal5++eVFxx133B5JKisryzrjjDMOe/XVVwvrc9zf/e53HWtqaqxfv367BwwYUJmyEwLQ5KQ0kWRmXSX9V1IneSOOnpQ0V9JaSTv93VpL6ibpGEnjJI2W9J6ZDXPOrU9lPE3UREmTw3dKSpgZCAAAAKTaTu3Mbsx2qVJSUpIjSWPGjNkRXTd06NA94Z/vvffejpI0fvz4TeEkkiS1adMmNG3atNVDhw49MtEvrd95552WU6dO7SpJt91229oGngKAJi7VayT9Ul4S6UfOuSHOuducc8875+Y755b523y/7Dbn3GBJP5HUWdIvUhxLU3W3pN7+trSoqF7TtgEAAAAkoLVa1zRmu1QZMmTILkm67rrrejz33HNtqqpizzL76KOPCiTpW9/61rbouqOPProi0alta9asybngggv6VlRU2BVXXLH5ggsu2C+BBeDgkupE0hhJ7zvn7k60gXPuTknvSzo9xbE0Sc65UufcSn+qX1VWVtrWQwcAAAAOWifppLJk2o3UyKTapcrkyZM3Hn/88WVz584tOOussw4vLCwcOmLEiH6//OUvO5WUlOwdLbV169ZcSerTp0/MTFPXrl3rnJ72xRdfZI0ZM6bf+vXrW5x++ulf/PnPf16TujMB0FSlOkvRXtLKJNqt8tsCAAAAQNpN0IStOcpx9WmToxw3QRO2piumRLRv3z703nvvLXnhhRcWX3PNNRsPO+yw3e+//37bSZMmde/fv/+Rn3zySV4qjrNr1y4bM2ZM34ULF7YaMWLEjqeeempFdnags/oAZIhUJ5JWSxppZq0SbeDvO1IS2W0AAAAAjaKHelSfr/PrtSDpOI0r6a7u1emKKVFZWVn62te+Vn7fffetmz9//qJVq1Z9fOaZZ24rKSnJufHGG4slqUOHDlWStHz58txYj7Fhw4YW8R6/qqpKZ511Vp8PPvigzdChQ3c+//zzy/Lz8+uVdAPQfKU6kfS4pK6SXjSzo+va2d/nRUldJD2S4lgAAAAAIK7pmr76OB1Xnsi+x+m48gf0wOp0x5SM4uLi6ilTpqyXpMWLF7eUpGOPPbZckh599NFDovf/9NNP8z777LOYX/6HQiGNGzeu96uvvlo4YMCA3S+99NLStm3bcilpAHul9Kptkn4l6TRJIyTNM7Nl2nfVtvBibq2076pth0kyeVd6+3WKYwEAAAhUrkw364ik2wJIrwIVuFf16pLxGt9jlmYVVat6vxdejnLcOI0reUAPrG6lVoGPyvntb3/bcezYsdsHDBhQa42j2bNnt5OkQw89tFKSrr322i3PPPNM+/vvv7/zuHHjSocNG7ZHksrLy23ChAnd412x7corr+z+z3/+s33v3r33/Oc//1nSoUOHQBcXB5B5UppIcs7tMbNRkn4maYKkvv4mSeE33cg35+2S/ijpNudcRSpjAQAACJrJ1IKEEJDRClTgHtEjq27X7eumaVqHt/RWm53amd1arWtGamTZBE3YmgnT2cJmzJjR8cYbb+xx2GGH7enbt+/unJwcff755/mLFy9umZeX5yZNmrReksaMGVN+xRVXbJ4xY0anE088ceDw4cPL2rRpU/Phhx8W5ObmutGjR29/7bXX2uXl5e3NKP3tb38rfPDBBztJXkLqe9/7XrdYMdxyyy0bhw4duqdxzhhApkn1iCT5CaFbzOzn8kYmDZbUQ1KBv0u5vLWUPpb0jnMu9vUqAQBN29Sp0jnnSD16HHi/1aulp5+WfvCDxokLAIAYuqt79W/0m42SNgYdy4FMmjRp3ezZswvnzZtX8O6777atqqqyzp07V1144YVbb7rppo2DBw/e+wX99OnT1wwYMGD39OnTO73//vttCgoKakaNGrX9rrvuWnvRRRf1lqROnTrtTZJt27Zt72ra7777btt4MXznO98pIZEEHLzMucBHZyIOM1swcODAgQsWLAg6FACon6lTpYkTpT59pNdei59MWr1aGj1aWr5cuvtukkkAcJAYNGiQFi5cuNA5NyjePnPmzGkp6a38/PwjBgwYsCg7O5t/XFJk+/btWb169TqqsrIya/v27fNyclI+vgBABqupqbFFixYN2LNnz2eSRg4bNmx3fdqnerFtAAC8kUh9+ngJotGjvYRRtMgkUp8+XhsAAJAyc+fOzS8rK6v1P9+2bduyLrnkkp6lpaU5Z5111jaSSADqi3cNAEDq9ejhjUQKJ4pGj649Mik6iXSgUUsAACApd9xxR6fZs2cXDRo0aFfnzp2rtm3blrNw4cJW27dvz+7WrVvFnXfeuS7oGAE0PRmRSDKz0yV1dM79NehYgmZmhZIK/bu58a6mAAAZL14ySSKJBABAIzj//PNLN2/enPvpp5+2/uSTT1pLUnFxccXFF1+8ZfLkyRu7dOnCFdkA1FtGJJIkTZJ0vKSDPpEkaaKkyeE7JSUlwUUCAA0wZ+pU9TvnHLWNTCb19S/kWVW1N4m0Q9LSqVM1jPWRAABIqXPPPXfHueeeuyPoOAA0L6yRlHnultTb35YWFRUFGw0AJGHO1Kl6beJEPT56tHZI3qij3FwvgVRV5f3sJ5EeHz1ar02cqDlTpwYcNQAAAIC6kEjKMM65UufcSufcSklVWVn8igA0Pf3OOUft+vTR9uXLvWTSuv2XYNixbp0eHz1a25cvV7s+fdSPxbYBAACAxmANaZzSLIWZ1SSzSRqeyjgAAMFq26OHLnzttX3JpJNP1o7wSKTcXO2oqtLjJ5+8N4l04WuvqS3rJAEAaqvyb10oFOLbVQBIkVAoZJKcf7eyvu1T/YZs/lZZz83FejAAQNPVtkcPXfi3v6ldTo62V1fr8Zwc7XjjDe144w097pe1y8nRhX/7G0kkAMB+hg0bVi1pdSgU2l1WVtY66HgAoLkoKytrHQqFdktaPWzYsHovup/qxbbXSeoqqadzbnOijczsPXmLbQMAmovVq9X2kkt0oZ9E2l5drT+PGOHVOae2WVm6sLpabS+5hCu3AWg61m6SOhRK+XkH3m9PhbS1VOrWuTGias5eqampGbR58+ZDJalNmzY7s7KynPg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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# ----- Upper limits on epsilon*Izz depending on frequency ------\n", "print(\"Upper limits on epsilon*Izz depending on frequency. Note that there\"\n", " +\" is not a clear trend because the limits depend also on tau.\")\n", "plt.figure(figsize=(6,4),dpi=150)\n", "for SNkey in SNs.keys():\n", " SN=SNs[SNkey]\n", " for SGkey in SGs.keys():\n", " SG=SGs[SGkey]\n", " key = (SNkey,SGkey)\n", " if key in GWs:\n", " GW=GWs[key]\n", " lbl=\"\"\n", " i=0\n", " plt.plot(SG.f,GW.Izzeps/1e45,marker=ms[SNkey],c=cs[SGkey],ls=\"\",label=lbl)\n", "\n", "plt.yscale(\"log\")\n", "for SGkey in SGs.keys():\n", " plt.plot(-100,-100,marker=\"o\",ls=\"\",c=cs[SGkey],label=SGs[SGkey].name)\n", "for SNkey in SNs.keys():\n", " plt.plot(-100,-100,marker=ms[SNkey],ls=\"\",c=\"k\",label=SNs[SNkey].name)\n", "plt.ylabel(r\"$\\epsilon \\; I_{zz}$ [$10^{45}$ g cm$^2$] \")\n", "plt.xlabel(\"frequency [Hz]\")\n", "plt.legend(loc=\"upper left\", frameon=True,bbox_to_anchor=(1.,1.),ncol=2)\n", "#plt.ylim((0.01,1e3))\n", "plt.xlim((0,1800))\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Upper limits on epsilon*Izz depending on tau. Note that there is not a clear trend because the limits depend also on the frequency.\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# ----- Upper limits on epsilon*Izz depending on duration ------\n", "print(\"Upper limits on epsilon*Izz depending on tau. Note that there\"\n", " +\" is not a clear trend because the limits depend also on the frequency.\")\n", "plt.figure(figsize=(6,4),dpi=150)\n", "for kSN in SNs.keys():\n", " SN=SNs[kSN]\n", " for kSG in SGs.keys():\n", " SG=SGs[kSG]\n", " key = (kSN,kSG)\n", " if key in GWs:\n", " GW=GWs[key]\n", " lbl=\"\"\n", " i=0\n", " plt.plot(SG.tau*1000,GW.Izzeps/1e45,marker=ms[kSN],c=cs[kSG],ls=\"\",label=lbl)\n", "\n", "plt.yscale(\"log\")\n", "plt.xscale(\"log\")\n", "for SGkey in SGs.keys():\n", " plt.plot(-100,-100,marker=\"o\",ls=\"\",c=cs[SGkey],label=SGs[SGkey].name)\n", "for SNkey in SNs.keys():\n", " plt.plot(-100,-100,marker=ms[SNkey],ls=\"\",c=\"k\",label=SNs[SNkey].name)\n", "plt.ylabel(r\"$\\epsilon \\; I_{zz}$ [$10^{45}$ g cm$^2$] \")\n", "plt.xlabel(r\"$\\tau$ [ms]\")\n", "plt.legend(loc=\"upper left\", frameon=True,bbox_to_anchor=(1.,1.),ncol=2)\n", "#plt.ylim((0.01,1e3))\n", "#plt.xlim((0,1800))\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Upper limits on epsilon*Izz depending on tau and f.\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "print(\"Upper limits on epsilon*Izz depending on tau and f.\")\n", "fig=plt.figure(figsize=(6,4),dpi=150)\n", "ax = fig.add_subplot(projection='3d')\n", "for SNkey in SNs.keys():\n", " SN=SNs[SNkey]\n", " for SGkey in SGs.keys():\n", " SG=SGs[SGkey]\n", " key = (SNkey,SGkey)\n", " if key in GWs:\n", " GW=GWs[key]\n", " lbl=\"\"\n", " i=0\n", " ax.scatter(np.log10(SG.tau),SG.f,np.log10(GW.Izzeps/1e45),marker=ms[SNkey],c=cs[SGkey])#,ls=\"\",label=lbl)\n", "\n", "ax.set_zlabel(r\"$\\epsilon I_{zz}$ [$10^{45}$ g cm$^2$] \")\n", "ax.set_xlabel(r\"$\\log \\tau$ [s]\")\n", "ax.set_ylabel(\"frequency [Hz]\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Normalized upper limits: epsilon*Izz*f0*sqrt(tau). The results appear to depend mostly on distance.\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "print(\"Normalized upper limits: epsilon*Izz*f0*sqrt(tau). The results appear to depend mostly on distance.\")\n", "plt.figure(figsize=(6,4),dpi=150)\n", "plt.title(r\"Upper limits on $\\epsilon\\;I_{zz}\\; f_0 \\; \\sqrt{\\tau}$ depending on distance\")\n", "for SNkey in SNs.keys():\n", " SN=SNs[SNkey]\n", " for SGkey in SGs.keys():\n", " SG=SGs[SGkey]\n", " key = (SNkey,SGkey)\n", " if key in GWs:\n", " GW=GWs[key]\n", " lbl=\"\"\n", " i=0\n", " plt.plot(SN.D/1e6/pc,(GW.Izzeps/1e45)*(SG.f/1000)*np.sqrt(SG.tau/100)\n", " ,marker=ms[SNkey],c=cs[SGkey],ls=\"\",label=lbl)\n", "\n", "#plt.yscale(\"log\")\n", "#plt.xscale(\"log\")\n", "for SGkey in SGs.keys():\n", " plt.plot(-100,-100,marker=\"o\",ls=\"\",c=cs[SGkey],label=SGs[SGkey].name)\n", "for SNkey in SNs.keys():\n", " plt.plot(-100,-100,marker=ms[SNkey],ls=\"\",c=\"k\",label=SNs[SNkey].name)\n", "plt.ylabel(r\"$\\epsilon \\; I_{zz} \\; f \\; \\sqrt{\\tau} \\; / \\;D$ [normalized]\")\n", "plt.xlabel(r\"$D$ [Mpc]\")\n", "plt.legend(loc=\"upper left\", frameon=True,bbox_to_anchor=(1.,1.))\n", "plt.ylim((0,0.5))\n", "plt.xlim((0,25))\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "#---- Store all data in one array for 3D plots and statistics ---\n", "N=0\n", "for SGkey in SGs.keys():\n", " for SNkey in SNs.keys():\n", " N+=1\n", "x=np.zeros(N)\n", "y=np.zeros(N)\n", "z=np.zeros(N)\n", "xSN=[]\n", "xSG=[]\n", "\n", "i=0\n", "for SGkey in SGs.keys():\n", " SG=SGs[SGkey]\n", " for SNkey in SNs.keys():\n", " SN=SNs[SNkey]\n", " key = (SNkey,SGkey)\n", " if key in GWs:\n", " GW=GWs[key]\n", " x[i] = SG.tau\n", " y[i] = SG.f\n", " z[i] = GW.Izzeps\n", " xSN.append(SNkey)\n", " xSG.append(SGkey)\n", " i+=1\n", "# Compute the rescaled value: epsilon*Izz*f0*sqrt(tau)/D\n", "z2=np.zeros(len(z))\n", "for i in range(len(z)):\n", " SN=SNs[xSN[i]]\n", " SG=SGs[xSG[i]]\n", " z2[i]=z[i]*SG.f*np.sqrt(SG.tau)/SN.D # in cgs" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "epsilon*Izz*f0*sqrt(tau)/D=(271.03 +- 98.92) x 10^20 g cm /sqrt(s)\n", "(epsilon*Izz) =(1.59 +- 0.58) * (1000 Hz/f0) * sqrt(0.1 s/tau) / (6 Mpc/D) x 10^45 g cm^2\n" ] } ], "source": [ "# Average value of the upper limit\n", "z2mean=np.mean(z2)\n", "z2std=np.std(z2)\n", "print(\"epsilon*Izz*f0*sqrt(tau)/D=(%3.2f +- %3.2f) x 10^20 g cm /sqrt(s)\" % (z2mean/1e20,z2std/1e20))\n", "z2norm = 1e45*1000*np.sqrt(0.1)/(6e6*pc)\n", "print(\"(epsilon*Izz)\",\n", " \"=(%3.2f +- %3.2f) * (1000 Hz/f0) * sqrt(0.1 s/tau) / (6 Mpc/D) x 10^45 g cm^2\" % (z2mean/z2norm,z2std/z2norm))" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Upper limits on epsilon*Izz depending on tau and f. There is a cleardependence from the lower left (higher values) to the upper right (lower values).\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# ----- Upper limits on epsilon*Izz depending on duration, for a given supernova------\n", "SNkey=\"SN2017eaw\"\n", "print(\"Upper limits on epsilon*Izz depending on tau and f. There is a clear\"\n", " +\"dependence from the lower left (higher values) to the upper right (lower values).\")\n", "plt.figure(figsize=(6,4),dpi=150)\n", "idx=[idx for idx, element in enumerate(xSN) if element == SNkey]\n", "plt.scatter(x[idx]*1000,y[idx],c=z[idx]/1e45, norm=colors.LogNorm(),cmap=\"rainbow\")\n", "\n", "plt.xscale(\"log\")\n", "\n", "plt.xlabel(r\"$\\tau$ [ms]\")\n", "plt.ylabel(r\"$f_0$ [Hz]\")\n", "plt.xlim((1,2000))\n", "plt.ylim((0,1800))\n", "\n", "plt.title(\"Upper limits for \"+SNs[SNkey].name)\n", "\n", "plt.colorbar(label=r\"$\\epsilon \\; I_{zz}$ [$10^{45}$ g cm$^2$]\")\n", "\n", "plt.tight_layout()\n", "plt.savefig(\"UpperLimits1.png\",bbox_inches = 'tight')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_136736/2121752652.py:14: RuntimeWarning: invalid value encountered in true_divide\n", " grid_z = grid_z2 * SNs[SNkey].D/grid_y/np.sqrt(grid_x)\n", "/tmp/ipykernel_136736/2121752652.py:18: MatplotlibDeprecationWarning: shading='flat' when X and Y have the same dimensions as C is deprecated since 3.3. Either specify the corners of the quadrilaterals with X and Y, or pass shading='auto', 'nearest' or 'gouraud', or set rcParams['pcolor.shading']. This will become an error two minor releases later.\n", " plt.pcolormesh(grid_x*1000, grid_y, grid_z/1e45,norm=colors.LogNorm(),cmap=\"rainbow\",vmin=zmin,vmax=zmax)\n", "/tmp/ipykernel_136736/2121752652.py:18: MatplotlibDeprecationWarning: Passing parameters norm and vmin/vmax simultaneously is deprecated since 3.3 and will become an error two minor releases later. Please pass vmin/vmax directly to the norm when creating it.\n", " plt.pcolormesh(grid_x*1000, grid_y, grid_z/1e45,norm=colors.LogNorm(),cmap=\"rainbow\",vmin=zmin,vmax=zmax)\n", "/tmp/ipykernel_136736/2121752652.py:19: RuntimeWarning: divide by zero encountered in log10\n", " plt.contour(grid_x*1000, grid_y, np.log10(grid_z/1e45)+10,levels=10,ls=\"solid\",colors=\"black\",alpha=0.5) # add +10 to avoid dashed lines in negative values\n", "/tmp/ipykernel_136736/2121752652.py:19: UserWarning: The following kwargs were not used by contour: 'ls'\n", " plt.contour(grid_x*1000, grid_y, np.log10(grid_z/1e45)+10,levels=10,ls=\"solid\",colors=\"black\",alpha=0.5) # add +10 to avoid dashed lines in negative values\n", "/tmp/ipykernel_136736/2121752652.py:20: MatplotlibDeprecationWarning: Passing parameters norm and vmin/vmax simultaneously is deprecated since 3.3 and will become an error two minor releases later. Please pass vmin/vmax directly to the norm when creating it.\n", " plt.scatter(x[idx]*1000,y[idx],c=z[idx]/1e45, norm=colors.LogNorm(),cmap=\"rainbow\",vmin=zmin,vmax=zmax,edgecolors=\"k\")\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "SNkey=\"SN2017eaw\"\n", "\n", "fig=plt.figure(figsize=(6,4),dpi=150)\n", "plt.xscale(\"log\")\n", "\n", "\n", "xtmp=10**np.linspace(0,3.3,num=1000)/1000.\n", "ytmp=np.linspace(0,1800,num=1000)\n", "grid_x, grid_y = np.meshgrid(xtmp, ytmp)\n", "# Interpolate directly z\n", "#grid_z = griddata((x[idx],y[idx]),z[idx], (grid_x, grid_y), method='linear') # method = nearest, linear, cubic\n", "# Interpolate z2 and compute z from that. This smoothers out the interpolation.\n", "grid_z2 = griddata((x[idx],y[idx]),z2[idx], (grid_x, grid_y), method='cubic',fill_value=0)# method = nearest, linear, cubic\n", "grid_z = grid_z2 * SNs[SNkey].D/grid_y/np.sqrt(grid_x)\n", "\n", "zmin=np.min(z[idx])/1e45\n", "zmax=np.max(z[idx])/1e45\n", "plt.pcolormesh(grid_x*1000, grid_y, grid_z/1e45,norm=colors.LogNorm(),cmap=\"rainbow\",vmin=zmin,vmax=zmax)\n", "plt.contour(grid_x*1000, grid_y, np.log10(grid_z/1e45)+10,levels=10,ls=\"solid\",colors=\"black\",alpha=0.5) # add +10 to avoid dashed lines in negative values\n", "plt.scatter(x[idx]*1000,y[idx],c=z[idx]/1e45, norm=colors.LogNorm(),cmap=\"rainbow\",vmin=zmin,vmax=zmax,edgecolors=\"k\")\n", "\n", "#tmp= 15.87e45 * (100/grid_y) * np.sqrt(0.1/grid_x) / (6e6*pc/SNs[SNkey].D)\n", "#levels=10**np.linspace(np.log10(zmin), np.log10(zmax), num=10)\n", "#plt.contour(grid_x*1000, grid_y, tmp/1e45,levels=levels,ls=\"solid\",colors=\"red\",alpha=0.5) \n", "\n", "plt.xscale(\"log\")\n", "plt.title(\"Upper limits for \"+SNs[SNkey].name)\n", "\n", "plt.xlabel(r\"$\\tau$ [ms]\")\n", "plt.ylabel(r\"$f_0$ [Hz]\")\n", "plt.xlim((1,2000))\n", "plt.ylim((0,1800))\n", "\n", "plt.colorbar(label=r\"$\\epsilon \\; I_{zz}$ [$10^{45}$ g cm$^2$] \")\n", "\n", "\n", "plt.tight_layout()\n", "plt.savefig(\"UpperLimits2.png\",bbox_inches = 'tight')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig=plt.figure(figsize=(6,4),dpi=150)\n", "ax = fig.add_subplot(projection='3d')\n", "for SNkey in SNs.keys():\n", " SN=SNs[SNkey]\n", " for SGkey in SGs.keys():\n", " SG=SGs[SGkey]\n", " key = (SNkey,SGkey)\n", " if key in GWs:\n", " GW=GWs[key]\n", " lbl=\"\"\n", " i=0\n", " ax.scatter(np.log10(SG.tau),SG.f,np.log10(GW.Izzeps/1e45),marker=ms[SNkey],c=cs[SGkey])#,ls=\"\",label=lbl)\n", "\n", "ax.set_zlabel(r\"$\\epsilon I_{zz}$ [$10^{45}$ g cm$^2$] \")\n", "ax.set_xlabel(r\"$\\log \\tau$ [s]\")\n", "ax.set_ylabel(\"frequency [Hz]\")\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" } }, "nbformat": 4, "nbformat_minor": 2 }