{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Plotting the ADCP spectra" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Vendor: Continuum Analytics, Inc.\n", "Package: mkl\n", "Message: trial mode expires in 14 days\n", "Vendor: Continuum Analytics, Inc.\n", "Package: mkl\n", "Message: trial mode expires in 14 days\n", "Vendor: Continuum Analytics, Inc.\n", "Package: mkl\n", "Message: trial mode expires in 14 days\n" ] } ], "source": [ "import numpy as np\n", "\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "#import seaborn as sns\n", "#sns.set(style=\"darkgrid\")\n", "#sns.set(style=\"whitegrid\")\n", "\n", "from pyspec import spectrum\n", "\n", "from plots_aux import *" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Little tweaks in the matplotlib configuration to make nicer plots" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "plt.rcParams.update({'font.size': 12\n", " , 'legend.markerscale': 1., 'axes.titlesize': 12, 'axes.labelsize' : 12,\n", " 'legend.fontsize' : 10,'legend.handlelength': 3})\n", "\n", "plt.rc('xtick', labelsize=12) \n", "plt.rc('ytick', labelsize=12)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Define nice colors" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "color2 = '#6495ed'\n", "color1 = '#ff6347'\n", "color5 = '#8470ff'\n", "color3 = '#3cb371'\n", "color4 = '#ffd700'\n", "color6 = '#ba55d3'\n", "lw1=1\n", "aph=.7" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Load data" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "data_path = './outputs/'\n", "slab1=np.load(data_path+'adcp_spec_slab1.npz')\n", "slab2=np.load(data_path+'adcp_spec_slab2.npz')\n", "slab3=np.load(data_path+'adcp_spec_slab3.npz')\n", "slab2ns=np.load(data_path+'adcp_spec_slab2ns.npz')\n", "kK = slab1['kK1']" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "2.0259740259740266" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# scaling factor to account for the variance reduced by hanning window\n", "k1 = slab1['k']\n", "w = np.hanning(k1.size)\n", "Nw = k1.size/w.sum()\n", "Nw" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "## -2 and -3 slopes in the loglog space\n", "ks = np.array([1.e-3,1])\n", "Es2 = .275e-4*(ks**(-2))\n", "Es3 = 1.8e-6*(ks**(-3))\n", "rd1 = 22.64 # [km]\n", "Enoise = np.ones(2)*2.*1.e-4\n", "\n", "def add_second_axis(ax1):\n", " \"\"\" Add a x-axis at the top of the spectra figures \"\"\"\n", " ax2 = ax1.twiny() \n", " ax2.set_xscale('log')\n", " ax2.set_xlim(ax1.axis()[0], ax1.axis()[1])\n", " kp = 1./np.array([500.,200.,100.,40.,20.,10.,5.])\n", " lp=np.array([500,200,100,40,20,10,5])\n", " ax2.set_xticks(kp)\n", " ax2.set_xticklabels(lp)\n", " plt.xlabel('Wavelength [km]')\n", "\n", "def plt_adcp_spectrum(slab,vlevel=1,lw=3):\n", " \"\"\" Plots ADCP spectrum in the given vertical level \n", " slab is a dictionary contaning the spectra \"\"\"\n", " \n", " if vlevel==1:\n", " ltit = r'26-50 m, 232 DOF' \n", " fig_num = 'a'\n", " elif vlevel==2:\n", " ltit=r'58-98 m, 238 DOF'\n", " fig_num = 'b'\n", " elif vlevel==3:\n", " ltit=r'106-202 m, 110 DOF'\n", " fig_num = 'c'\n", "\n", " \n", " fig = plt.figure(facecolor='w', figsize=(12.,10.))\n", " ax1 = fig.add_subplot(111)\n", "\n", " ax1.set_rasterization_zorder(1)\n", " \n", " ax1.fill_between(slab['k'],slab['Eul']/2.,slab['Euu']/2., color=color1,\\\n", " alpha=0.35, zorder=0)\n", " ax1.fill_between(slab['k'],slab['Evl']/2.,slab['Evu']/2.,\\\n", " color=color2, alpha=0.35,zorder=0)\n", " ax1.set_xscale('log'); ax1.set_yscale('log')\n", "\n", " ax1.loglog(slab['k'],slab['Eu']/2.,color=color1,\\\n", " linewidth=lw,label=r'$\\hat{C}^u$: across-track',zorder=0)\n", " ax1.loglog(slab['k'],slab['Ev']/2.,color=color2,\\\n", " linewidth=lw,label=r'$\\hat{C}^v$: along-track',zorder=0)\n", "\n", " ax1.loglog(kK,slab['Kpsi']/2,color=color3,linewidth=lw,\\\n", " label='$\\hat{C}^\\psi$: rotational',zorder=0)\n", " ax1.loglog(kK,slab['Kphi']/2,color=color4,linewidth=lw,\\\n", " label='$\\hat{C}^\\phi$: divergent',zorder=0)\n", "\n", " ax1.loglog(slab['ks'],slab['Enoise']/2., color='.5',alpha=.7,\\\n", " linewidth=lw1,label='instrumental error',zorder=0)\n", "\n", " \n", " ax1.loglog(ks,Es2,'-', color='0.5',linewidth=2.,zorder=0)\n", " ax1.loglog(ks,Es3,'-', color='0.5',linewidth=2.,zorder=0)\n", "\n", " ax1.axis((1./(1000),1./4,.4e-5,10))\n", " \n", " plt.text(0.0011, 5.41,u'-2')\n", " plt.text(0.0047, 5.51,u'-3')\n", " \n", " plt.xlabel('Along-track wavenumber [cpkm]')\n", " plt.ylabel(u'KE spectral density [ m$^{2}$ s$^{-2}$/ cpkm]')\n", " \n", " lg = plt.legend(loc=(.01,.075),title=ltit, numpoints=1,ncol=2)\n", " lg.draw_frame(False)\n", "\n", " plt.axis((1./1.e3,1./5.,.5/1.e4,1.e1))\n", "\n", " plt.text(1/20., 5., \"ADCP\", size=25, rotation=0.,\n", " ha=\"center\", va=\"center\",\n", " bbox = dict(boxstyle=\"round\",ec='k',fc='w'))\n", "\n", " plt.text(1/6.5, 4.5, fig_num, size=35, rotation=0.)\n", "\n", " add_second_axis(ax1)\n", " \n", " plt.savefig('figs/spec_adcp_slab'+str(vlevel)+'_bcf_decomp_ke',bbox_inches='tight')\n", " plt.savefig('figs/spec_adcp_slab'+str(vlevel)+'_bcf_decomp_ke.eps'\\\n", " , rasterized=True, dpi=300)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Call the function to plot the spectra" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/crocha/anaconda/lib/python2.7/site-packages/matplotlib/axes/_axes.py:4666: ComplexWarning: Casting complex values to real discards the imaginary part\n", " X[0] = start\n", "/Users/crocha/anaconda/lib/python2.7/site-packages/matplotlib/axes/_axes.py:4667: ComplexWarning: Casting complex values to real discards the imaginary part\n", " X[N + 1] = end\n", "/Users/crocha/anaconda/lib/python2.7/site-packages/matplotlib/axes/_axes.py:4670: ComplexWarning: Casting complex values to real discards the imaginary part\n", " X[1:N + 1, 1] = y1slice\n", "/Users/crocha/anaconda/lib/python2.7/site-packages/matplotlib/axes/_axes.py:4672: ComplexWarning: Casting complex values to real discards the imaginary part\n", " X[N + 2:, 1] = y2slice[::-1]\n", "/Users/crocha/anaconda/lib/python2.7/site-packages/numpy/core/numeric.py:474: ComplexWarning: Casting complex values to real discards the imaginary part\n", " return array(a, dtype, copy=False, order=order)\n" ] }, { "data": { "image/png": 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XXFxMSEiInypqenQ6HXfffTfz5s0jIiKCnJwcFi1axP79+2v9S3Mt7dq1q5PtNBbDhg3z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\nIsBBp+ByIkyuqiu5nD+F8/LSn0L7pT+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O9nhdbrMTOmE6pGUOrXsdDpndcGGYQ3sKxkN6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urr61mzZo1/UGXs2LHMmDHjulwwR1EUVq9ezeHDh4mIiGDp0qXExcWFOixBEK5RQetD/tZbbzW7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q/AZUVMzaAL3SZ9DNerhV1S89Ofyx9kaqwnb+J+kDhiUUtypT6rqF+vjorHKTR+WGHD+GnetB\nlqMz5N17wKBhHfGk31lZWRlLlixBURRuuOEGrr/++g7p9+jRo6xcuRK3243RaOSOO+6gf//+HdJ3\nexAB+XmIgFwQBEEQvqeCAdjzGTgdEBedfQ0oEie9JkrdFmTJg6r/kPyUxaRbWh5gs8+XwU8r7uH9\nHi9ilqMnf64sWcAdvWchS9G4YmtwD1pTPxrdCkN1FaSe2g0JybEDhbj2RkhsuRn0cnXw4EHefvtt\nAH7wgx8wfPjwDunX4/Hw7rvvcuTIEQCGDRvGxIkT23WTaXsRa8gFQRAEQRC+SW+AvkOigfmZQMkg\nq3Q3+VEBm1ZPvHoH+yveYUXx6+ypvT1WdbCpilviDseC8RpfLlaGcqSx+cRPi/cFADQy1FY2gtEc\nvSFJYImD/Ttj/V7uBgwYwKRJkwB4//33OXDgQIf0a7FYuP/++7n11lvRaDTs2rWLf/zjH+1ymujl\nRATkgiAIgiB8f9gTIDMHXE2xS0aCpOgCeCPRrCJxOoVM/SCcjv+kuGFCrNzPUzbEXh9tvI44nUK1\nc3rs2oC4xUSCpzFrVU43hFENpuZ+TWbwuKNLZrqIYcOGMWFC9PmXL1/O0aNHO6RfSZIYOXIkP/zh\nD0lOTqa2tpZ//OMf7Nix44pd5SACckEQBEEQvl96DYRwGBQluvHS0UhW4BSBbyRHMWhUTrtui703\nyc0FGpyDANAr+ZxynXmt8RHn+jXakI+gKuOOaFs2KEkQ8NHoVlC6SGB53XXXMWrUKBRF4Z///Cen\nTp3qsL7T09N57LHHGDp0KJFIhDVr1rB06VK8Xm+HjaGjiIBcEARBEITvF2scZPeC6lOg1cF1t5A4\nqB+yz4MSjkAoFA3U3S4U51WEFH2rJuod0dlvSZIoOz0ndn1w/FJ8jR8iIdEYbL3uWfH72XU0wLHq\nrnGqpyRJ3HLLLeTn5xMKhXjjjTeora3tsP51Oh2TJ0/mnnvuwWg0UlJSwosvvkhZWVmHjaEjiIBc\nEARBEITvn579YODw6EbLuHh0vfuS3rsbHncwOpPdKMbIiAAAIABJREFULRfy+mDO6k9Jww0tqp4O\nxdHgq0bnc5B2dBtxnl4cqpsUuz8o/v+hNQQ54Iqj2GXBHzkTbqngd/sIRqC4IkyD6/LPTw7RoHzy\n5Mn06dMHn8/HokWLaGpqunDFNjRgwADmzJlDdnY2brebRYsW8fHHHxPpAjneL4bIsiIIgiAIggDU\nOSPsPOwlMaHljLi78nVuTHss9v4jVz/e3z+OHHeYfYl6ppcHsfaZzFV9H8aiiwaqG4//AXzD2dOw\nCRdufpg0kExLEvXJfdip9sRkkAgrcP0AA7oDO6DngOjGz8tYKBRi8eLFnDhxgqSkJB555BEsFkuH\njkFRFLZs2cLmzZtRVZVu3bpx1113kZiY2KHjuBgiy4ogCIIgCMIlSrDKJMbraXApOL3N67xV+x0t\nyhX5uvFlipkVeTZK7Ub+3M+CwRWiuO7RWJnE+Dd5TlrN8jQv69JkfhEoIhDw43Z6QQKjXiIUUmls\nCsCp43D6ZHMHft9lmY1Fp9Nx//33k5aWRn19PUuWLCEQCHToGGRZZty4cTz88MPY7XYqKiqYP38+\ne/fu7dBxtDURkAuCIAiCIAAaWWJEbz3X9jWQapdxuFWa3Apmk50NlT8HwBUxssXTs0U9t15DbbiC\noPva2LX+9gNIuuZ14hUWPW9UbsfhCqE/s9dTp4XTpz0QCUN5aXSTacAPn66FbR9Hc5dfZoxGI4WF\nhSQmJlJVVcXSpUsJhzt+PXx2djazZ89mwIABBINBVqxYwYoVKzr8C0JbEQG5IAiCIAjCGZIkEW+R\nyc81cP1AA3lpWhpdCpWa3/MfOzby+ME/0BhpvUyjLFKBpM2lyj0AAL0UYaT5eIsyi9NkGk/sQXcm\n+jIbJE7XeAlrDNFAvKkeyg5HA/RAAL745LJMk2i1WiksLMRqtXL8+HGWLVuGoigdPg6TycTdd9/N\n5MmT0el07N27l/nz51NRUdHhY/muREAuCIIgCIJwFmaDTJ9MHSl2Dd2S9IwdNITRkbOvVT5i8ABQ\n4Wo+KOg6y1F+UZ9HD0803ApqZNbq9qNTokG2LEtE3B4cmrhotpeyQ3C8BGwJYLZEl634Ls8UfwkJ\nCcyYMQOj0cjhw4d57733OmWPniRJDB06lMcee4z09HQaGxtZsGABn376aZfaMygCckEQBEEQhPPo\nlqjBH1QxW0300vTjFnozTpPCn+Kaj5M/EK8l6HZT682PXbvWcpxMa38mGcbFru1N0mJwrUdSnKCC\n1u+iWrWD1QYV5aDTgdyclQX/5RmQA6SmpjJ9+nR0Oh179uzh448/7rSxJCcnM2vWLEaOHImiKKxf\nv55Fixbhcrk6bUyX4ooIyGtqahgzZgzjx4/npptuuuKPVxUEQRAEoeMkxWmQABWVsCWBx+Q8nk0c\nxTWGdJKD0aUaXp2GhqbDVDiDVIesANg0flTrSbL03bCEouV+lf0BVycWkOcbg+o/jRkflSELRzxW\nPpf6EjDHN3csgeJxc6QqhD947tleVVU5WRcmFO74GeGsrCzuvfdeZFnms88+Y+vWrR0+hq9otVpu\nvfVWpk+fjtls5tixY8ybN4+SkpJOG9PFuiIC8pSUFLZu3cqmTZuYMWMGr7zySmcPSRAEQRCEK4RR\nL2EzywRCIFmtxCnRWWtJkhgSNMTKNUhlHAtXsvVrmz7jLKtR1DDd/DIpGhdjrdEDbVKMR7B7f4EW\nUFQ45jFTr5hxh792mJBOj7feweFTIbYeClDriBCOtA66G90Ke44F2VkaPG/g3l569erF1KlTAfj4\n44/58ssvO3wMX9e7d29+9KMf0aNHD7xeL2+++SZr1qzplM2nF+uKCMglSYq9drlcDBw4sBNHIwiC\nIAjClSYrWYPbp6I3mzBpmgO7IbrmNeXFOhdlBhdbvT1i1wYmL2dA96n00PvpbWiZNaV//HIi+g8J\nlL1GfM2naCRwhrXNBfQGvA4POo2EVgdfHA2wfp+fgydDBL82G36kKozFKOH2K+w/cYFNoM6mdkmp\nOHjwYG677TYAVq9ezaFDh9q8j0vx1cbTm2++GVmW2bFjBy+//HKHnjJ6KTo9IH/hhRe45pprMBqN\nzJw5s8W9xsZG7rzzTqxWK3l5ebz55pvnbKeoqIhRo0bxwgsvMHTo0PYetiAIgiAI3yNJcTIRRSUl\n2Yyk00M4DC4HQ1RrrMzWJD2nzDJferMoDybErscbqrgn52P6GFoHgwN6/o0/9wrxbMIhdJ7j1Ae+\ndiiRTo/LHURCxaiTSIzTYDNJnKwLs+VQgIr6MDWOCPUuBYtRJs4k0ehWWm5mVCJQXXnmtQIHv2y3\ndekjRoxg3LhxqKrKsmXLOHbsWLv0c7EkSWL06NHMmjWLxMREqqureemll9i1a9dlt+Gz0wPybt26\n8dvf/pZZs2a1uvf4449jNBqpra1l8eLF/OhHP4p94/rLX/7ChAkT+NOf/gRAfn4+27dv55lnnuG5\n557r0GcQBEEQBOHKZjbIpNg1pNg1kJIBjbUgSWRnDSQh2PL49jAa/rz/br489ePYtZ6Woww2VbZq\nN17rYaT5OI1GLaXez6ms/IL/3bWUzTvfRa2voTGkRy+FYuVlWSLeKqPTwL7yEDuPBDDqm+9FFAiE\nvtaBswkO7oJwCLxu8Djb9HP5pnHjxnHNNdcQiURYunQplZWtn7mjZWZmMnv2bIYMGUI4HGb16tW8\n/fbb+Hy+zh5aTKcH5FOnTuWOO+5odeSp1+tl+fLlPPvss5hMJsaMGcOUKVNYtGgRAP/6r//Khg0b\neOKJJwiFmn/zbDZbhx/jKgiCIAjClW9Qto4kmwwp6aDRwvDrkbrlMDpgbFU2220jJD3OaW80L7lG\nUhhhLo/dP9zQnHllQlx00+HHtibmJRzgn9kWfpMr85PajUSObsKghPgmg04iIU4m2a7BYmwO5yQJ\nvF9fR+5shIZacDRGX7dzECpJErfddhuDBg0iGAyyZMkS6urq2rXPi6HX65kyZQoFBQUYDAYOHTrE\nvHnzKC8vv3DlDqC9cJHOUVJSgk6no2fP5o0R+fn5bN68uVXZPXv28OSTT6LVajEajSxYsOC8bc+d\nOzf2evz48YwfP76thi0IgiAIwhUqznQm8E3JgDG3gC2aEeWn9qtJiZzgo2AVlQaJRH+YvgyH+ERq\nQqNI52CLdhQVjtfPpl9iNKYZYylDL4WpMutalCtKtuDR1fAvPgcRW9xFjVFFxetXSLSeGWttVfTL\nQ93p6OFDSuT8DbQBSZKYOnUqfr+f0tJSFi1axMyZM7Hb7e3e94UMGjSIbt26sXz5ck6dOsVrr73G\n2LFjGTduHLL83eapN23axKZNm75V3cs2IHe73dhsthbXbDbbWfNJXnPNNWcN1M/l6wG5IAiCIAjC\nJdHpoz8AVhtmWcushGHMlCSqPHWgM7A3lA5GM27PtUDLicLTYRtGfxIVgSS6GeqxyEGuMZWz1duz\nVVeldiNKzRFI6x69EIlE168bDK3KAmg1Eg6vSncgGIygr6+BxBSoOhk9AVTWtOEHcW4ajYZ7772X\nRYsWcfLkSRYvXswjjzyC2WzukP7PJyEhgYcffpjNmzezZcsWPvnkE44dO8Zdd91FfHz8hRs4h29O\n8v7+97+/6LqdvmTlXKxWK05ny3VODoeDuLiL+4YoCIIgCILQ7jQaSEyGgA9Jksi0ppBuMqA1aAlr\ndKjG0a2qHAsm4Q5WssndHID/MXMVz6S/x7XmMq5yqOT4o8tOJtv20r37z0kIvhANqI+VQMk+8Ptj\ndSNhN96m7YTDQfRaCYc3gqKo7DjgpNavA4MRfB4IBQhpdK3G0150Oh33338/qamp1NXVsWTJEgKB\nQIf1fz4ajYYJEybw4IMPEhcXx8mTJ5k3bx4HDhzolPFctgF5nz59CIfDHD16NHatqKhIpDQUBEEQ\nBOHykpwB/ua12bLfS1qqGV9QRWPIwxlMbVH8eDCJg6EyNnh7tbg+3lrK79LWMEa6ll5hHelaB79I\n2UCmrZg+mifo7roDrf9EdKF42SEIBkAJkuO7iRvixpPnHUkoUIGrppG6PQeoq/NRGoiPZjmUJFCh\nyJOMP9RxGUZMJhOFhYXEx8dTWVnJW2+9dVnlA8/Ly2POnDn07duXQCDAO++8w6pVqwgGL5A+so11\nekAeiUTw+/1EIhHC4TCBQIBIJILZbOauu+7i6aefxuv18umnn/Lee+8xY8aMzh6yIAiCIAhCs/jE\nlrm9I2HSMuPxB1UiqkSFb2SL4seCSeywOCgJpHIy2HKJhEUTJMnuxhRKYLCxEq3U3G63uA3k972H\n5PTn0MqlcGQ/csMCupn3AJBpOcRgbsHbWEbpoWpsTSdpVC00hbRgS8AXCONtqkbp4IA4Li6OGTNm\nYLFYKCsrY8WKFSiK0qFjOB+z2cx9993H7bffjlarZffu3bz00ktUVVV12Bg6PSB/9tlnMZvNPP/8\n8yxZsgSz2cx//ud/AtEc5V6vl9TUVAoLC5k3bx79+/f/zn3OnTv3Wy+6FwRBEARBaCHuzGbFrwXl\nyek2Bmbp8PpVGkLDWhQ/Hkyk2qQBJJ6tvpWDzpZ//Y837SNZl0yfbxwkBKCVg/RMeJ8hPR/BnvgK\nAyz/0eJ+qqmMbrYXcZhTMMshfBoHa06XEEDhtdodPJX+OXPW/oaynWvb5tkvUmJiIoWFhRgMBg4e\nPMgHH3xwWeUClySJa665hkcffZTU1FTq6+t55ZVX2LZt2yWPc9OmTZe8X1FSL6dPowNIknRZ/QII\ngiAIgnAF+HRtNIuJ3hDdeDn+BwAEwyqbd3zAzYmTYkVvPvpj/GrzWu5/q+xOUpaP0Xm/AaCk8UYO\nVv+M7tn/wnDzyWjzldPpZj1Enm33BYdy2tObvSffQad18l+hd3DrZCY2yWyMCxPUROdiexiTePXG\nf0eWOnZutry8nMWLFxMOhxk7diwTJkzo0P4vRigUYt26dezcuROAXr16MWXKFKxW6wVqtnQpMWen\nz5ALgiAIgiB0eYOGg8kCjXWQmhm7rNdKGOPHcNoTXS++2jmwRTBuCCuk2Aag+Jo3eGZY9pCg2uhl\naM7f3VR/DydqXmVV8UqOOka06n7bqZ+gqBIAqeaj6LV+St17ceuiod7aeCUWjAP8ZvhDHR6MA+Tk\n5HD33XcjSRJbtmxh27ZtHT6GC9HpdNx+++3cd999mEwmSktLmTdvHqWlpe3WpwjIBUEQBEEQvqv4\nJLj2Rhh7K+T2bnErPcHCyprN/Nee9Txfc3OLe7c3piGl5aGVuuMLRzPJxenrMZlPEK+JbhT1KHoU\nrw+jRiFNn83J2nmsO/YHTnui/ZQ7h+D3TafelweALCko0nEqw2dfAx0Xgd7x3dv08S9F3759mTJl\nCgAfffQRRUVFnTaW8+nXrx9z5swhNzcXj8fDkiVLWLt2bbtsShUBuSAIgiAIQluQJEhIBnPLpQ3x\nFpnctATGDRtDlqf5+g9DKQw3jyVotCGlZFLluqq5TnLzGu+jgWTCoejSFVQVk6xiYyJl1Uv56Mgm\njtW8hFlroMHbN1ZHqyvliN591mH+i9w633lHy8/PZ+LEiQC8++67FBcXd/KIzs5mszFjxgwmTJiA\nJEls376dBQsWUF9f36b9iIBcEARBEAShHVnPHG0fjqj8QDuBCX4Tv9X146HMUXQzePBKJrAn0uhp\nTlzRx7Ik9vpIIIV6tQnZU0tJ8XwOHvobuso9aCQJu9aGSRM959Htb06jmGj5mDuzNzLCfLzVeAZn\nD22nJ700o0aNYuzYsaiqyjvvvHPZHGP/TbIsM3bsWGbOnEl8fDxVVVXMnz+fPXv2tNm+RM3c79mx\nlV8/NSk3N7fzBiIIgiAIwveCVoYTdRGCYZVsJKYbTfS0ZYKioA16OWnvjd6kx+usI8+2ulX91c7B\nNNVbORg4xPIcM7uTTRQrJxnhNoElBYgmeFEkF93tHwKQaj7OAGM1N1qL2eDug1MxMcZ8lKdSP8Lt\ndePTjCIhztKhn8PZ5Obm4na7qaio4NChQ/Tq1euSN092FJvNxpAhQ3A6nVRVVVFcXEx9fT09evRA\nq9XGym3atImFCxeyefPmi862IrKsCIIgCIIgtLM9xwKUVUcYYqiiR/WX0aUtPg+qKY4t1pH4wypq\nqJKJ1l6t6j528n4OBdJbXc9xBfmX4CgadRqOeUrpG5/CTYN/1KrcGucA/lBzCytyXyJJ6wUgoLka\nQ69d0WU2nUxRFJYtW8bBgwexWCw88sgjJCUldfawzklVVfbu3csHH3xAMBgkPj6eu+66i6ysrBbl\nRJYVQRAEQRCEy0hSnAZFUYmzmZrzlQf8SClpjOxj4KbBRnp0y6LcNaRFvbAqczSYfNY2y+P0/FvS\nl/zBtpOlGY0sDRYRUjWtyt1kLWa46UQsGAfQpv72sgjGIbok5M4776RHjx54PB4WL16My+Xq7GGd\nkyRJ5OfnM3v2bDIzM2lqauLVV1/lk08++dYHHomAXBAEQRAEoZ3FmWSsJhmT1dAcCCsK2BMw6CRk\nWSLerGGH+xWK6m4jokQD6+2OIQTV5uUQ1wbs3O+5CllpPfNabDcRPEtArpMjPJv2YYtrGvudbfh0\n351Wq+W+++6jW7duNDU1sXjxYnw+X2cP67wSExOZOXMmo0ePRlVVNm7cyOuvv47T6bzktkRALrSL\nYDDID3/4Q3Jzc7Hb7QwdOpQPP2z5PwOfz8fjjz9OSkoKCQkJjB8//pztlZeXI8syNpuNuLg4bDZb\n7ETXr/zqV78iOTmZlJQUfv3rX7fHY53VL3/5S/r06YPdbmfAgAEsWrQodq++vp7rrruO5ORkEhIS\nGDNmDJ999lns/uuvv87w4cOx2+1kZ2fzq1/96rzfrmVZjj1/SkoKN998M2+99VarcqtXr2bkyJFY\nrVZSUlKYMWMGFRUVsfuvvfYaWq22xef505/+tI0+EUEQBOGbLEYJu1nGFGcEFfC6QaeHuPgWZeLs\n/WlKWM7Ck8XMP7SafSUL+atpAn+0XcN/2Ubwx25jmZWVx0/Ua0nxt/734ljw7Es9zF+bHd/r+1Ob\nP19b0Ov1TJ8+neTkZGpqanjjjTcIBoOdPazz0mg03HzzzRQWFmK1WikvL+fFF1/k0KFDl9SOCMiF\ndhEOh8nOzmbLli04HA6eeeYZ7r33Xk6cOBEr8+ijj9LU1ERxcTENDQ385S9/OW+bkiThcDhwuVw4\nnU6eeuqp2L358+ezatUq9u3bx969e3nvvfd46aWX2u35vs5qtfL+++/jcDhYuHAhP/vZz9i+fXvs\n3iuvvEJNTQ2NjY3827/9G5MnT44F3T6fj7/+9a/U19fz+eefs379ev77v//7nH1JksTevXtxOp0U\nFxfz0EMP8eMf/5hnnnkmVuadd97hgQce4Be/+AX19fUcOHAAvV7Pddddh8PhiJUbPXo0Tqcz9nn+\n7W9/a6dPSBAEQdBpJIb11KMxmkAiGpSPvCF6sucZJr2ERiOh08KgHt0ZMugmetihn6RljCGdaw1p\nyJKEQaNwd3oKL6f9gJ/4srnVY4y18a5jMAARVWLbiX/Q4MtpNRZr4g3t/bjfmtlsZsaMGdjtdk6d\nOsXbb79NJBLp7GFdUM+ePZkzZw69e/fG7/efdbLsfL6XAfncuXPZtGlTZw/jimY2m3n66adjGxx+\n8IMfkJeXx65duwA4fPgwq1ev5qWXXiIxMRFJkrj66qvP26aqquecPX799dd54oknyMjIICMjgyef\nfJKFCxeetexXs+0LFy4kOzubpKQk5s+fzxdffEF+fj6JiYn85Cc/uehn/d3vfkfv3tHDGUaMGMHY\nsWNjJ48ZDAb69u2LLMuoqoosyzQ1NdHQ0ADA7NmzGTNmDFqtloyMDB544AG2bt163s/gqw0iiYmJ\nFBYW8uKLL/Lcc8/R2NgIwJNPPsnTTz/Nfffdh8FgIDU1lZdffhmr1XrBLz2CIAhC+9FrJZBl6H81\nXDsB4uwt7kuSRIJFIhCK/n9eUVQwmjCGz750I1Gv5d7sfOakNZ/c+aFrAD+tuJuPdv8LcmQYJ2rv\nbVHHE4onNXVwGz9Z2/oq97fZbKa0tJSVK1d2iYQcFouF+++/n5SUFDZv3nxJdb+3Afn5lkcIba+6\nupqSkhIGDhwIwM6dO8nJyeHpp58mJSWF/Px8li9fft42JEkiNzeX7OxsZs6c2SIp/4EDB8jPz4+9\nz8/P58CBA+dtb8eOHZSWlvLPf/6Tn//85zz33HNs2LCB/fv389Zbb7Fly5ZLfk6fz8fOnTtjz/n1\n8RiNRqZOncqjjz5KcvLZN+h88sknrepeyJQpUwiHw+zYsYPi4mJOnjzJ3Xff3aKMJEkUFBSwbt26\nS3sgQRAEoe3l9ALT2VMOJtlkgqHo62AY7DYDciR03uaSTHZyvV/NIkvs9mVhj4yOtuGY0KJsYyAL\njab1OvPLTVJSEg888AB6vZ79+/ezZs2aLhGUS5LE448/zhtvvHFJ9b6XAbnQscLhMIWFhTzyyCP0\n6dMHgFOnTrFv3z4SEhKoqqri73//Ow899NA5T+pKTk5m586dlJeXs2vXLlwuFw888EDsvtvtxm5v\nnmmw2Wy43Wc/oQyi/8E8/fTT6PV6brrppti32qSkJDIzMxk7diy7d+++5GedM2cOV199NbfcckuL\n60VFRbhcLt544w3GjBlz1roLFixg165dPPnkk5fUp1arJTk5mYaGBurq6gDIyMhoVS4jIyN2H2Db\ntm0kJiaSkJBAYmIiO3bsuKR+BUEQhLZnMzWHZoGwSrzd0DIbiscJjXXNmVrOyFGNLd5rE3rS5JcI\naezsd/0sdv2I79H2GXg7yMzMZNq0aWg0Gnbu3HnJs86dKT29dZrK89FeuIggfHuqqlJYWIjBYODv\nf/977LrJZEKv1/Ob3/wGSZK4/vrrueGGG/joo48wm80MGDAAiAbOTqcTi8XC0KHRk8VSUlL43//9\nXzIyMvB4PFgsFqxWa4tdzQ6H44IHC6SmprYYT1paWov35wvoz+aXv/wlBw8eZOPGjWe9r9frue++\n+xgwYABDhgxh8ODmPxmuXLmSp556ivXr15OYmHhJ/YbDYWpra0lMTCQ5ORlVVamqqiInp+W6waqq\nqhYz89deey2ffPLJJfUlCIIgtC+LQearBCqRCMSnGOGEGs3I4nWDJENKBtRUQmJKrN79ph5sJjqp\ndWtliECaBKEwLmsiWtvvOFDrJqwYCFge6ozH+tby8vIoKCjg7bffZvPmzZjNZkaMGHHhil2MmCEX\n2tWsWbOoq6tj+fLlLf5EdtVVVwG0+POTdGYGICsrC5fLFdtseC6SJMXWlA8cOJCioqLYvT179lzy\n0o/v4ne/+x1r165l3bp1F/wiEAqFKCsri73/8MMPmT17NqtXr459EbkUK1euRKfTMXLkSPr27UtW\nVhZvv/12izKqqrJs2TJuuummS25fEARB6DhGvYTZIOFwR/99M9tMkNodnI3RmfIR4yF/JCSkNM+U\nqyoD47OZW2fhkYogo6UxOL0qeWoVssVKBBNu83N4Tb9F1ugwdLHp2P79+zN58mQA1qxZw759+zp5\nRG1PBORCu5kzZw6HDx9m1apV6PX6Fveuv/56srOz+cMf/kAkEmHr1q38/+3deViU5f4/8PcMIJvD\nJoI7boiCMAKCC7JqKCEqKpgLiZL4VexYWSc9puKldfKUpHVwOZYmLkhqYibftFTMBcVE0CS0bwSK\nSm7IPqhw//7gOD9GGAQFh+X9uq6ua+ZZPvfneebp8TP33M9NYmIiRo4cWWOs5ORkXL16FUII3Lt3\nD/Pnz4e3tzdkMhkA4PXXX0dUVBRu3ryJGzduICoqCjNmzFCbW33GoT15CLTqDDFV/fOf/0RsbCx+\n+uknmJiYqKw7e/YsTp06hUePHkGhUGDVqlW4ffs2Bg0aBAA4evQopk2bhr1798LZ2bnOOQFAXl4e\nduzYgXnz5mHhwoXKtj/55BOsXLkSu3btQllZGXJzcxEWFobCwkK89dZb9WqDiIhePldrXXQx14ae\njgQG+tqA01DglfGAx6tAWxmgrQM4uwGWXYC7fwH37wCFDzC8lxtmDpgAmWkHiA7d0M1SDz26tkVh\niQBkxlDoG6OdTAqptGn8QaD6cHR0VHYqxcfH4/fff9dwRg2LBTk1imvXruE///kPUlNTYWlpqZzr\nOjY2FkDluOf9+/fj4MGDMDExwezZs7Ft2zblGPOnZWZmYtSoUTAyMoKDgwP09PRUHpiYPXs2AgIC\nYG9vD7lcjjFjxmDWLPXj5CRP/XWy2t5fu3YN3bt3R+fOnWuMtXjxYly/fh29e/dWHufHH38MACgr\nK0NERATMzc3RpUsX/PDDD0hISFCOLVu5ciUKCgrw6quvKvf19/evNW+5XA4jIyNYW1tj8+bNWLt2\nLZYtW6bcJjg4GNu2bUNUVBTMzc3Rv39/lJWV4dSpUzA1NVUbm4iImgb9NhLYdtWBh50utLX++++R\nVApoV+na1mkDDBgMOA4FhgwHevYDSouB8nIY65SjS3dT6HkMR9cuRhAAKoRA2SMBC+Om/0CnOm5u\nbhg6dCgqKirwzTff4Pr165pOqcFIRHN4ZLUBSSQSLFu2DF5eXpxpherkww8/hIWFRa0FPhERkUbd\nzQXO/Qzo6qFUZgHh4AoD3cp+17SsMtzOr0B5BTDURhdGBs23P1YIgQMHDuDChQvQ09NDaGioyjNg\nTUFiYiISExOxfPnyOv8i3yoL8lZ2yERERNTSPXoI/BRf+drOGejWS7nqQXEFTmWUQUcLGOGg1yyH\nrFRVUVGB3bt3IyMjA23btsXMmTOb5C/A9ak5m+9XJCIiIiKqpNMGMGkHlCkAY9Xi1NhAAmN9Ccyb\n6fjxp0mlUkyYMAHdu3dHUVERtm3bVu+Z0ZoaFuRERERELUHHroCuHmBopLJYIpGgbxdtdDVvvuPH\nn6atrY3XXnsNHTt2RF5eHrZv3w6FQqHptJ5gp2UcAAAgAElEQVQbC3IiIiKilsDMAujUTfXhz/8y\nN9JGe+NmNt/hM+jq6mLq1Klo164d/vrrL8TGxuLRo9r/qmlTxTHkRERERC1FRUXljCytyIMHD7B5\n82YUFhaiT58+CA4OVvnbJ5rCMeRERERErVErK8YBwMTEBCEhIdDX18fVq1fx3XffNbvO19b3qRER\nERFRi9K+fXtMmTIFOjo6uHjxIg4dOtSsivJWWZBHRkYiMTFR02kQERERUQPp0qULJk2aBKlUirNn\nz+LkyZMaySMxMRGRkZH12odjyJu5iooKfP7555g/f361vzZJ9DReL0RE1NJdvnwZe/bsAQD4+/tj\n4MCBGsmDY8hbkbi4OAQEBGDXrl2aToWaAV4vRETU0tnZ2cHf3x8AcPDgQVy+fFnDGT0be8iJiIiI\nqMU5ceIEjh49CqlUiilTpqBXr17P3qkBsYeciIiIiFq1YcOGYfDgwaioqEBcXBxycnI0nZJa7CFv\n5nJzcxEdHQ0LCwsYGxtDJpPh9u3bmD17tqZTey75+fnYuXMn5syZ0yDxsrOzMXr0aFy6dKlB4jV3\ntV0vqampkMvl9Rpbvnz5cshkMrzzzjsAKm9+mnqIRp2GvqaIiKj5EEJg//79SEtLg76+PmbMmIH2\n7du/lLbZQ95KZGZmIiQkBG+//TbefPNNvP766/jpp5/QvXv3l5ZDQ3+5ycvLw7p16xq0PT68WOlZ\n14sQ4oXPVUMV4w15XT3rmiIiopZLIpEgICAAffr0QWlpKbZt24YHDx5oOq1qWJA3YyEhIVi0aBHM\nzMyUy5ycnGBhYYGoqCjk5ORgx44dz4wTGBgIFxcX2Nvb48svv1Quj4mJgVwuh6OjI6ZPnw6gsse5\nb9++mD59Ouzt7ZGTk4OoqCjY29vDwcEBa9euBQCUlJRg9OjRcHR0hIODA3bv3l3jsqctWrQImZmZ\ncHJywvvvv19je/XJt6oncc+fP1/3k9yCqLtenJyckJCQgKtXr2L9+vXPjPPhhx/CxsYGHh4euHLl\niso6mUwGoPJzrFoEL1++HFFRUdixYwcGDRoEJycnzJkzR1l41/Q5r1ixAn379oWHhwemTJmCqKgo\nAKgxRnZ2NmxtbREeHo7+/ftj1KhRKCsrU+ZS9ZoiIqLWRUtLCxMnTkS3bt1QWFiI7du3o7i4WNNp\nqRKtTEs55NOnTwt7e/tqy4uLi0VOTo7YtGmT2Lp1q7h69apy3auvvipu3bpVbZ+8vDwhhBClpaWi\nf//+4v79++Ly5cvCxsZG3L9/X2WbrKwsoaWlJZKTk4UQQpw/f144ODiI0tJSUVRUJOzs7ERqaqrY\nu3evCA8PV7ZRUFBQ47KnZWVlqRzX0+09T7729vbiypUrwtHRUVy6dKnW89pSqbteioqKxCeffCLK\ny8tFamqqeP/995XrarpennzeCoVCFBQUiN69e4vVq1cr18tkMiGEEBcuXBCenp7K5ba2tuLkyZMi\nICBAPH78WAghxNy5c8W2bduEENU/53PnzglHR0fx8OFDUVhYKKytrcXq1avFb7/9VmOMrKwsoa2t\nLS5evCiEECI4OFjs2LFDGbumYyciotaltLRUrF+/XkRGRoqNGzcKhULRqO3Vp+bU1vQXgibrjVGa\nzgD48ge1q5KSkuDp6VltuYGBAe7cuQM9PT2kp6ejT58+sLa2BlA59U9N1qxZg/j4eABATk4Ofv/9\ndyQnJyMoKAimpqYAKv8s7RNWVlZwcXEBUDlEITAwEHp6egCA8ePH48SJExg5ciTeffddLFq0CP7+\n/hg2bBjs7e2rLauLqu09T763b9/GuHHj8O2336Jv3751arPeMprAsJi+6od5qLteDA0Nlb9WWFhY\nYPTo0cp1NV0vJ06cQGBgIHR1daGrq4sxY8bU2N6AAQNw584d5Obm4vbt2zAzM0NqairOnz8PFxcX\nCCGgUChgaWmp3Kfq53zq1CmMHTsWOjo60NHRQUBAAADgyJEjNcZwd3dHz549YW9vDwBwdnZGVlbW\ns88ZERG1Gnp6epg2bRo2b96MW7duYdeuXZg6dSq0tTVfDms+Aw2IjIyEl5cXvLy8NJ3Kc5NKpTA0\nNFRZVlZWhtOnT8Pb2xtWVlZ1inP8+HEcPXoUZ8+eha6uLry9vaFQKACoH8f7dLs1sba2RkpKChIS\nEvDBBx9gxIgR+OCDD2pctm7dOmzatAkSiQTR0dG1tvc8+RobG6Nbt244ceJE4xXkTVxt14uvry9S\nUlLg5OTUoG0GBQVh9+7dyM3NxaRJkyCEQGhoKD788MMat6/LdQWgxhjZ2dnQ1dVVvtfS0lJeF0RE\nRE+0bdsWISEh2Lx5M7KysrB3714EBQVBKm24UdyJiYn1/ovwrXIM+ZOCvDnz8/PDmTNnVJbFxcXV\n+7jy8/NhamoKXV1dZGRkKGP6+Phgz549uH//PoDKB+OeqFr4uru7Iz4+HgqFAsXFxdi3bx/c3d1x\n69Yt6OvrY8qUKXjvvfeQkpKC3NzcassAYO7cubhw4QJSUlJgY2ODwsJClRyrtvc8+erq6mLfvn2I\niYlBbGxsvc5PS/Gs66WuxbiHhwfi4+NRVlaGwsJCHDhwQGV91c8qODgYu3btUt7shg8fjj179uDO\nnTsAKj+ja9eu1bivm5sbDhw4gLKyMhQVFeH7778H8P8/55piqPtCJpPJql1TRETUepmammLatGnQ\n09NDRkYGDhw40KCTCXh5eSEyMrJe+7TKHvI6qWW4SFNgY2ODiIgILFiwALa2tjAwMMCYMWNqnSXD\n398fX331FTp06KBcNmrUKGzYsAF2dnawsbHBkCFDAAC2trZYvHgxPD09oa2tDUdHR2zevBmA6qwl\njo6OCA0NhYuLCyQSCcLDwyGXy3H48GG89957kEqlaNOmDdavX4+LFy9WW/Y0MzMzuLm5wcHBAX5+\nfpg7d65Ke8+TLwDo6+vj+++/h6+vL2QymcrQjAZRy3CRpqChrhdHR0dMmjQJDg4OsLS0hKurq8o+\nVePZ2tqisLAQXbp0gaWlJSwtLbFy5Ur4+vqioqICbdq0QXR0NLp161Zt34EDB2LMmDGQy+WwtLSE\ng4MDjI2N0a9fvxpjWFpaqj2Wp6+pVatWPdc5JCKilsPS0hJTpkxBTEwMUlNTYWBggFdeeUVj+XAe\nciJqkoqLi2FoaIjS0lJ4eHhg06ZNGDBggKbTIiKiFuT333/Hrl27UFFRgREjRsDNza3BYnMeciJq\n9sLDw+Ho6AhnZ2cEBQWxGCciogZnbW2NcePGAQB++uknXLhwQSN5sIeciIiIiFq15ORk/O///i8k\nEgmCg4MbZBII9pATEREREdWRq6srPD09IYTAnj178Oeff77U9lmQExEREVGr5+npCRcXF5SXl2PX\nrl24efPmS2ubBTkRERERtXoSiQR+fn7o378/Hj58iB07duDu3bsvpW0W5EREREREqCzKx40bh969\ne6OkpATbt29HQUFBo7fLgpyIiIiI6L+0tLQQFBSELl26ID8/H9u2bUNJSUmjtsmCnIiIiIioijZt\n2mDKlCmwsLDA3bt3sXPnTjx8+LDR2mNB3sxVVFRgzZo1nMqRiIiIqAHp6+tj2rRpMDExwY0bNxAX\nF4fHjx83SlssyJu5uLg4BAQEYNeuXZpOhZqwYcOGPdd++/fvR0ZGRgNn8/zy8/Oxfv36Om0rk8ka\nORsiImrpZDIZQkJCYGhoiMzMTOzbtw8VFRUN3k6rLMgjIyORmJio6TQaxOTJk9GrVy9MnjxZ06lQ\nE3by5Mnn2i8+Ph6XL1+ucV15efmLpPRc8vLysG7dujptK5FInrudp2+2db35auKcEBFR4zIzM8O0\nadOgq6uL9PR0JCQk1DoyITExEZGRkfVqo9UW5F5eXppOg+iledJbfPz4cXh7eyMoKAj9+vVDSEiI\ncpuFCxfCzs4OAwYMwN///nckJSXhu+++w9///nc4OTkhMzMT3t7eePvtt+Hq6orPP/8cM2bMwLff\nfltjO15eXson1RctWoSdO3di0KBBkMvlyj+4cPfuXUycOBGDBg3CoEGDkJSUBABYvnw5wsLC4O3t\njd69e+Pf//43AGDRokXIzMyEk5MT3n//fRQXF2PEiBEYOHAg5HI5vvvuu2eeix07dmDQoEFwcnLC\nnDlzlDdVmUyGd999F46OjkhKSkKPHj2wcOFCDBw4EHv27EFaWhqGDBmCAQMGYMKECcjPzweAaueE\niIhang4dOmDy5MnQ1tbG+fPncezYMbXbenl51bsg137B/EjDcnNzER0dDQsLCxgbG0Mmk+H27duY\nPXv2C8eWyWQoLCxsgCxrlp+fj507d2LOnDkNEi87OxujR4/GpUuXGiReS1K1tzg1NRXp6eno0KED\n3NzccPr0afTt2xfx8fHK4SkFBQUwMjLCmDFjEBAQgPHjxyv3f/ToEZKTkwEAM2bMUNvOxYsXkZGR\nARMTE/Ts2ROzZs3C2bNn8fnnn+OLL75AVFQU5s+fj3feeQdDhw7F9evXMXLkSKSnpwMArly5gsTE\nROTn58PGxgZz5szBxx9/jMuXLyMlJQVAZc91fHw82rZti3v37mHw4MEYM2aM2vOQkZGBuLg4nD59\nGlpaWoiIiMCOHTswbdo0FBcXY8iQIfj000+V25ubm+OXX34BAMjlckRHR2PYsGFYtmwZli9fjqio\nqGrnhIiIWiYrKytMnDgRcXFxOHHiBAwMDDB48OAGic2CvBnLzMzE7NmzERcXBzMzMwBARERErQVJ\nfbzIT/518WT4gbqCXAhR7xwaO+faxMbGaqzt+gxZcnV1RceOHQEAAwYMQFZWFgYNGgR9fX288cYb\n8Pf3x+jRo9XuP2nSpDq14+LiAgsLCwBAr1694OvrCwCwt7dXDhn76aef8Ntvvyl7qYuKipRTS/n7\n+0NbWxvt2rWDpaUl/vrrr2ptVFRUYNGiRfj5558hlUpx8+ZN3L59W9nu044cOYKUlBS4uLhACAGF\nQoEOHToAqJzmquoXj6rHWlBQgPz8fOVY/OnTpyM4OLje54SIiJo3GxsbjB07FvHx8Th06BD09fUh\nl8tfOC4L8mYsJCQEK1asUBbjAODk5ARzc3OsWbMGrq6u0NXVhbOzc61xAgMDkZOTA4VCgfnz5+ON\nN96otk1UVBS2bNkCiUSCsLAwzJ8/H9nZ2fDz88OwYcNw+vRpdOnSBfv374euri5WrFiBHTt2wMLC\nAl26dMHAgQPxzjvvqMSsOvzglVdewdy5czFy5EgMGjQIKSkpSEhIwN/+9rcac4uJicHq1ashlUrh\n4OCArVu3qsTOzMzExIkTsWnTpmcef0NpLuP4dXV1la+1tLTw+PFjaGlpITk5GUeOHMHu3bvx73//\nG0eOHKlxf0NDQ+VrbW1t5fhqIYTKlFBV25FKpcr3UqlU+ZS6EAJnz56Fjo5OrXlW3aeqJ39F7cKF\nC5BKpejRowcUCoXaYxdCYPr06fjwww+rrdPX16/2ha7qsdamrtsREVHzJ5fLUVJSgsOHD2P//v3Q\n09ODjY3NC8VslWPIW4KkpCQUFhbCx8dHZfnkyZPRvn17GBsbo1OnTujduzeAyt7G3NzcGmNt2bIF\n586dw7lz57B27Vrk5eWprD9//jy2bt2Kc+fOISkpCZs2bUJaWhoA4P/+7//w5ptv4tdff4WxsTH2\n7t2LX375Bfv27cOlS5eQkJCg/Mn/aR9//DF69eqFlJQUrFq1Shlv3rx5uHTpErp27Vpjbunp6fjo\no4+QmJiICxcuYO3atSpxr169iokTJyImJualFeNN3bOmxSwpKcGDBw8watQoREVF4eLFiwAqhy3V\n9hfKunfvrvx89+/fj0ePHtUrL19fX5XP78l1pc7Tw6jy8/NhYWEBqVSKY8eOITs7W7mupmMePnw4\n9uzZgzt37gCo/JXm+vXrard/wsjICKampjh16hQAYNu2bfD09KzDERIRUUs0ZMgQDBs2DEII7Nmz\nR+Xfn+fBHnI1Zq27r+kUsGmumdp1SUlJNRYEBgYGePToEXR0dFBQUIDu3bsDAA4ePKg21po1axAf\nHw8AyMnJwe+//w5XV1fl+lOnTiEwMBB6enoAgPHjx+PEiRMICAhAjx49YG9vDwBwdnZGVlYW7ty5\ng7Fjx0JHRwc6OjoICAio8zFbWVnBxcWl1tySk5MRFBQEU1NTAICJiYly+9u3b2PcuHH49ttv0bdv\n3zq329KpG8rzZHlBQQHGjh2r7F3+7LPPAACvvfYaZs2ahS+++AK7d++uFmfWrFkYO3YsHB0dMXLk\nSLU9xeraX7t2LSIiIiCXy1FeXg4PD48aZ1F5sr+ZmRnc3Nzg4OAAPz8/vP/++xg9ejTkcjkGDhyI\nfv361dpmv379sHLlSvj6+qKiogJt2rRBdHQ0unbtWm37p99v3boVs2fPRmlpKXr27IktW7bUemxE\nRNSy+fj4oKSkBCkpKYiNjUVoaKhyGGR9sSBvpqRSabXip6ysDKdPn4a3tzd69epVpzjHjx/H0aNH\ncfbsWejq6sLb27vWn/yf9vTwB4VCAYlEUmNv47p167Bp0yZIJBIkJCTUGK/qMdWWm7reTGNjY3Tr\n1g0nTpxgQV7Fk15uT09PlS9yVWcFOXv2bLX9hg4dqjLt4dGjR1XWW1hYKGdGASp/9aipnar7VV3X\nrl27GufQX7Zsmcr7Jz32ALB9+3aVdadPn662PwC1PftBQUEICgp65vaZmZkq7x0cHFSO9YmnzwkR\nEbUOEokE/v7+UCgUSE9Px/bt2zFz5kyVocR1xSErzZSfnx/OnDmjsiwuLq7e0znm5+fD1NQUurq6\nyMjIUIn5pOh1d3dHfHw8FAoFiouLsW/fPri7u6tsU9XQoUNx4MABlJWVoaioCN9//z0AYO7cubhw\n4QJSUlLQoUOHGmdxqRpPXW4+Pj7Ys2cP7t+v/BWj6hAbXV1d7Nu3DzExMRp9yJKIiIhaPqlUisDA\nQPTs2RPFxcXYtm3bc81Qxx5yNWobLtIU2NjYICIiAgsWLICtrS0MDAwwZswYtT+f+/v746uvvqr2\nU8qoUaOwYcMG2NnZwcbGBkOGDFGuexLL0dERoaGhcHFxgUQiQXh4OORyObKzs2tsb+DAgRg7dizk\ncjksLS3h4OAAY2Pjats9Pfxg7ty5KvHU5WZra4vFixfD09MT2tracHR0xObNm5X76evr4/vvv4ev\nry9kMlmtM4YQERERvQhtbW1MmjQJMTExuHHjBrZv347Q0NB6xZCIZz3t1cKoG05BDau4uBiGhoYo\nLS2Fh4cHNm3ahAEDBmg6LSIiIqJGUVJSgi1btuDu3bvo2rUrwsLC6lxzcsgKNYrw8HA4OjrC2dkZ\nQUFBLMaJiIioRTMwMEBISAiMjY2VM3jVFXvIiYiIiIgayN27d7Flyxb8/e9/r3PNyYKciIiIiKgB\n3bx5E507d2ZBrg4LciIiIiJqbPWpOTmGnIiIiIhIg1iQExERERFpEAtyIiIiIiINapUFeWRkJBIT\nEzWdBhERERG1MImJiYiMjKzXPnyok4iIiIiogfGhTiIiIiKiZoIFeTNXUVGBNWvWsNefiIiIqJli\nQd7MxcXFISAgALt27dJ0KkRERET0HDiGnIiIiIiogXEMORERERFRM8GCvJnLzc3FkiVL8MUXXyAm\nJgb79u3Dxo0bletTU1MbrK38/HysX7/+ubYbNmxYg+XxhEwma/CYRERERC8bh6w0Y5mZmZg9ezbi\n4uJgZmYGAIiIiMCYMWMwcuRIZGZmon379vUuXIUQkEgk1ZZnZWUhICAAly5dqnX/um73ooyMjFBQ\nUNCobRARERE9Dw5ZaSVCQkKwaNEiZTEOAE5OTjA3N8eaNWvw4MEDlJaWIjY2ttY42dnZ6Nu3L6ZP\nnw57e3vk5OQgKioK9vb2cHBwwOeffw4AWLRoETIzM+Hk5IT3338fABAYGAgXFxfY29vjyy+/VLtd\n1S8FVWOvXbtWmYOtrS3Cw8PRv39/jBo1CmVlZWrbICIiImoxRCvTUg759OnTwt7evtry4uJikZ2d\nLb788ktx/vx5kZ+fLzIyMoQQQrz66qvi1q1b1fbJysoSWlpaIjk5WQghxPnz54WDg4MoLS0VRUVF\nws7OTqSmpoqsrKxqbebl5QkhhCgtLRX9+/cX9+/fr3E7mUwmhBDil19+URtbR0dHXLx4UQghRHBw\nsNixY4faNqrGJCIiImpq6lNzamv6C0FT5f79O5pOASdGR6ldl5SUBE9Pz2rLDQwMoKenh5KSEly5\ncgUSiQSOjo4AgIMHD6qNZ2VlBRcXFwDAyZMnERgYCD09PQDA+PHjceLECQQEBFTbb82aNYiPjwcA\n5OTk4Pfff4elpaXadk6dOqU2do8ePWBvbw8AcHZ2RlZWlto2XF1d1bZBRERE1JywIG+mpFIpDA0N\nVZaVlZXh9OnT8Pb2hr+/f73Gjz8dqy6OHz+Oo0eP4uzZs9DV1YW3tzcUCkW94zyhq6urfK2lpQWF\nQtHgbRARERE1NRxD3kz5+fnhzJkzKsvi4uLg5eUFAOjZs2e9HuYUVR46cHd3R3x8PBQKBYqLi7Fv\n3z64u7tDJpOhsLBQuV1+fj5MTU2hq6uLjIwMZT5Pb1c1vrrYT+fwrDbUbU9ERETU3LCHXI3ahos0\nBTY2NoiIiMCCBQtga2sLAwMDjBkzpsbZUZ7w9/fHV199hQ4dOlRbV3U/R0dHhIaGwsXFBRKJBOHh\n4ZDL5QAANzc3ODg4wM/PDytXrsSGDRtgZ2cHGxsbDBkyBABgZmaGoUOHKrdbtWqVMr662NnZ2TXm\n7ufnV2MbT+dMRERE1Fxx2kMiIiIiogbGaQ+JiIiIiJoJFuRERERERBrEgpyIiIiISINYkBMRERER\naRALciIiIiIiDWJBTkRERESkQSzIiYiIiIg0iAU5EREREZEGsSAnIiIiItKgFlWQx8bGwsLCQtNp\nEBERERHVWYspyCsqKrBnzx5069ZN06kQEREREdVZiynIY2NjERwcDKm0xRwSEREREbUCGq9eo6Oj\n4eLiAj09PcycOVNlXV5eHgIDA9G2bVv06NEDsbGxNcaoqKjA7t27MWnSJAghXkbaREREREQNQlvT\nCXTu3BlLlizBoUOHUFpaqrJu7ty50NPTw507d5CSkgJ/f38MGDAA/fr1w2effYYDBw7A398f7du3\nR3BwsIaOgIiIiIjo+UlEE+lSXrJkCW7cuIHNmzcDAEpKSmBqaor09HT06tULADB9+nR07twZH330\nkcq+CxcuRGpqKiQSCZKSkhAaGoo1a9bU2I5EImEvOhERERE1qvrUnBrvIVfn6tWr0NHRURbjACCX\ny3H8+PFq23788cfK166urmqLcSIiIiKipqbJFuRFRUUwMjJSWWZkZITCwsJa90tOTn5m7AkTJihf\n29rawtbW9vmSJCIiIiICkJ6ejvT09Ofat8kW5G3btkVBQYHKsvz8fMhksheOvXfv3heOQURERESk\njkQiqfO2Gp9lRZ0+ffrg8ePH+OOPP5TL0tLSYGdnp8GsiIiIiIgalsYL8vLycigUCpSXl+Px48co\nKytDeXk5DAwMMH78eCxduhQlJSU4efIkDhw4gJCQEE2nTERERETUYDRekK9cuRIGBgZYtWoVduzY\nAQMDA3z44YcAKucoLykpgYWFBaZNm4YNGzagX79+Gs6YiIiIiKjhNJlpD18WiUSCZcuWwcvLC15e\nXppOh4iIiIhakMTERCQmJmL58uV1nvawVRbkreyQiYiIiOglq0/NqfEhK0RERERErRkLciIiIiIi\nDWJBTkRERESkQa2yII+MjERiYqKm0yAiIiKiFiYxMRGRkZH12ocPdRIRERERNTA+1ElERERE1Eyw\nICciIiIi0iAW5EREREREGsSCnIiIiIhIg1plQc5ZVoiIiIioMXCWlTrgLCtERERE1Ng4ywoRERER\nUTPBgpyIiIiISINYkBMRERERaRALciIiIiIiDWJBTkRERESkQa2yIOe0h0RERETUGDjtYR1w2kMi\nIiIiamyc9pCIiIiIqJlgQU5EREREpEEsyImINIDPsRBRU8B7UdPAgpyISAP4jyARNQW8FzUNLMip\nwbS0/6mb2vG87Hwas72Gjt0Q8V4kRlO7Vlq7lvZ5NLXj4b2ocePxXtQ6sSCnBtPSbgRN7Xj4j2Dj\nxuM/gi1HS/s8mtrx8F7UuPF4L2qdWuW0h0REREREja2uZbZ2I+fR5LSy7x9ERERE1MRxyAoRERER\nkQaxICciIiIi0iAW5EREREREGsSCnIiIiIhIg1iQ/9ft27fh5uYGLy8vjBgxAn/99ZemUyKiVujc\nuXMYOnQovLy8MHXqVJSXl2s6JSJqhQoKCjBo0CAYGRkhPT1d0+m0eCzI/6t9+/Y4deoUEhMTERIS\ngq+++krTKRFRK9StWzccO3YMiYmJsLKywv79+zWdEhG1QoaGhkhISMDEiRM1nUqr0OqmPVSn6vzk\nhYWFsLOz02A2RNRaWVpaKl+3adMGUin7TYjo5dPS0kK7du04XfRL0iLu9NHR0XBxcYGenh5mzpyp\nsi4vLw+BgYFo27YtevTogdjYWLVx0tLSMHjwYERHR8PJyamx0yaiFqah7kUAkJ2djR9//BEBAQGN\nmTIRtUANeS+il6NFFOSdO3fGkiVLEBYWVm3d3Llzoaenhzt37mD79u2YM2cOfvvtNwDAZ599Bh8f\nH6xevRoAIJfLcebMGaxYsQIfffTRSz0GImr+GupeVFBQgNdffx1bt26FlpbWSz0GImr+GupeRC+P\nRLSg3yKWLFmCGzduYPPmzQCAkpISmJqaIj09Hb169QIATJ8+HZ07d65WcD969Ag6OjoAgMOHD+Pw\n4cP49NNPX+4BEFGL8CL3ovLycowZMwbvvvsuvL29X3ruRNRyvMi96IkZM2bg3Xff5VDeRtYiesjV\nuXr1KnR0dJQXHVDZC3758uVq26amprijVuUAAA3HSURBVMLT0xPDhw/H2rVr8d57773MVImoBavP\nvSg2NhbJyclYsWIFfHx8sHv37peZKhG1YPW5FwGAv78/fvzxR4SHhyMmJuZlpdkqteiHOouKimBk\nZKSyzMjICIWFhdW2dXFxwfHjx19WakTUitTnXjRt2jRMmzbtZaVGRK1Ife5FAHDw4MGXkRahhfeQ\nt23bFgUFBSrL8vPzIZPJNJQREbVGvBcRUVPAe1HT1aIL8j59+uDx48f4448/lMvS0tI4DoqIXire\ni4ioKeC9qOlqEQV5eXk5FAoFysvL8fjxY5SVlaG8vBwGBgYYP348li5dipKSEpw8eRIHDhxASEiI\nplMmohaI9yIiagp4L2qGRAsQGRkpJBKJkEqlyv+WL18uhBDi/v37Yty4ccLQ0FBYWVmJXbt2aThb\nImqpeC8ioqaA96Lmp0VNe0hERERE1Ny0iCErRERERETNFQtyIiIiIiINYkFORERERKRBLMiJiIiI\niDSIBTkRERERkQaxICciIiIi0iAW5EREREREGsSCnIiIiIhIg1iQExERERFpEAtyImrWZsyYgaVL\nl2o6jQbXUo/rRfXo0QNHjx5tlNjZ2dmQSqUwMjLCl19+2SCxKioqXjivI0eOQCaTQUtLq9GOnYg0\niwU5ETULXl5eMDMzw6NHjzSdCgBg69atcHd313Qa1MAkEgny8/PxxhtvNEishjB8+HAUFhbCysqq\nQeIRUdPDgpyImrzs7GycPHkSUqkU3333nabTAQAIIZ5ZcDVE7yg1jvLycrXrhBAvMZO6a6p5EdGL\nY0FORE1eTEwMhgwZgtDQUHz99de1brtp0yZYW1vD3Nwc48aNw61bt5TrpFIpNm7ciD59+sDMzAzz\n5s1TrquoqMCCBQvQvn179OrVC9HR0WqHHGRkZGDOnDlISkqCTCaDmZkZgMphJnPnzoW/vz9kMhkS\nExORkJAAJycnGBsbw8rKCsuXL1eJdfLkSbi5ucHU1BRWVlaIiYmp1l5hYSF8fHzw1ltvVVuXmJgI\nBwcH5ftXXnkFrq6uyvceHh7KLzGrVq1C7969YWRkhP79+yM+Ph4A8PDhQ5iamiI9PV253927d2Fg\nYIC7d+8CAL7//ns4OjrC1NQUw4YNw6VLl5Tb9ujRA6tXr4ZcLoepqSkmT56Mhw8fAqj5lwSpVIrM\nzEzlOYuIiMCrr74KmUwGd3d3/PXXX3j77bdhZmYGW1tbpKWlqeyfnJwMOzs7tGvXDmFhYcq26pLn\nv/71L8jlcrRt27bOX5j2798PR0dHGBsbw9raGocPHwYAeHt74x//+AcGDRoEY2NjBAYG4sGDBzXG\n2Lt3L3r27In09HTlcJavv/4a3bp1Q7t27bBx40b88ss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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## 26-50 m\n", "plt_adcp_spectrum(slab1,vlevel=1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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aMH9/f+bPn09oaCgZGRm89957OBwOX5clRJtWOZjzscceq3K/N7utVOrfv79n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d586dmTp1KgBffPEFe/bsaZX7dunShblz59K1a1c8Hg/Lly9n7dq1LbrItL0QAbkgCIIgCO2W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\nWru9avsSiQSTJk1CYGAgunfvDkdHRyxatOip43xACKGTLHt6emL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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## 58-98 m\n", "plt_adcp_spectrum(slab2,vlevel=2)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Zrn+6qF/ufJi602XFXr+Nl0AuNOfu7s6kSZMYNWoUjo6OHD9+nA8//JBbt25p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\nrQxDRkPXtDZ4xR1LIBDgvffeIzMzE4C+ffsya9YsrNb6g5c0T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/nkk0/YunVrg5wiOTmZ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KmD17Nt27dycUCvHuu++yfPlywt/93baTix6Qq6pKMBhEVVWi0SihUAhVVbHZbNx+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\nrF27FnK5HObm5pg1axYqKysB1P9LglQqRXZ2tuqcLV6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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "## 106-202 m\n", "plt_adcp_spectrum(slab3,vlevel=3)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Now plot the spectra for sub-transects to the north and south of the polar front" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [], "source": [ "win = np.hanning(slab2ns['kns'].size)\n", "fac = (slab2ns['kns'].size/(win**2).sum())" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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UW4YObteQxlVbS2Gtifr+I9mda8Tm8PLApCBsdsUQbzFxtkJtVmrbOnjkH7RZ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\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(8.27/2-.25,11.69/3-.25))\n", "ax1 = fig.add_subplot(111)\n", "\n", "ax1.fill_between(slab2ns['kns'],fac*slab2ns['Euln']/2,fac*slab2ns['Euun']/2, color=color1, alpha=0.25)\n", "ax1.fill_between(slab2ns['kns'],fac*slab2ns['Evln']/2,fac*slab2ns['Evun']/2, color=color2, alpha=0.25)\n", "\n", "ax1.fill_between(slab2ns['kns'],fac*slab2ns['Euls']/2,fac*slab2ns['Euus']/2, color=color1, alpha=0.25)\n", "ax1.fill_between(slab2ns['kns'],fac*slab2ns['Evls']/2,fac*slab2ns['Evus']/2, color=color2, alpha=0.25)\n", "ax1.set_xscale('log'); ax1.set_yscale('log')\n", "\n", "ax1.loglog(slab2ns['kns'],fac*slab2ns['Eun']/2,color=color1,linewidth=lw1,label='$\\hat{C}^u$: across-track')\n", "ax1.loglog(slab2ns['kns'],fac*slab2ns['Evn']/2,color=color2,linewidth=lw1,label='$\\hat{C}^v$: along-track')\n", "ax1.loglog(slab2ns['kns'],fac*slab2ns['Eus']/2,'--',color=color1,linewidth=lw1)\n", "ax1.loglog(slab2ns['kns'],fac*slab2ns['Evs']/2,'--',color=color2,linewidth=lw1)\n", "\n", "#ax1.loglog(slab2ns['kKn'],slab2ns['Kpsin']/2,color=color3,linewidth=2.,\n", "# label='$\\hat{C}^\\psi$: rotational')\n", "#ax1.loglog(slab2ns['kKn'],slab2ns['Kphin']/2,color=color4,linewidth=2.,\n", "# label='$\\hat{C}^\\phi$: divergent')\n", "\n", "#ax1.loglog(slab2ns['kKs'],slab2ns['Kpsis']/2,'--',color=color3,linewidth=2.)\n", "#ax1.loglog(slab2ns['kKs'],slab2ns['Kphis']/2,'--',color=color4,linewidth=2.)\n", "\n", "ax1.loglog(slab2ns['ks'],slab2ns['Enoise']/2., color='.5',alpha=.7, linewidth=lw1,label='instrumental error')\n", "\n", "#plt_spec_error(sn = 164)\n", "ax1.loglog(ks,Es2,'-', color='0.5',linewidth=1.)\n", "ax1.loglog(ks,Es3,'-', color='0.5',linewidth=1.)\n", "plt.text(0.0013, 4.25,u'-2')\n", "plt.text(0.00475, 4.25,u'-3')\n", " \n", "\n", "plt.xlabel('Along-track wavenumber [cpkm]')\n", "plt.ylabel(u'KE density [m$^{2}$ s$^{-2}$/ cpkm]')\n", " \n", "lg = plt.legend(loc=(.01,.05),title=r\"58-98 m\", numpoints=1,ncol=1)\n", "lg.draw_frame(False)\n", "\n", "plt.axis((1./1.e3,1./4.,.5/1.e4,1.e1))\n", "\n", "\n", "plt.text(1/20., 5., \"ADCP\", size=10, rotation=0.,\n", " ha=\"center\", va=\"center\",\n", " bbox = dict(boxstyle=\"round\",ec='k',fc='w'))\n", "\n", "#plt.text(0.7, 4.5, 'd', size=35, rotation=0.)\n", "\n", "add_second_axis(ax1)\n", " \n", "plt.savefig('figs/spec_adcp_slab2ns',bbox_inches='tight')\n", "plt.savefig('figs/spec_adcp_slab2ns.eps',bbox_inches='tight')\n", "plt.savefig('figs/spec_adcp_slab2ns.pdf',bbox_inches='tight')" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from pyspec import spectrum as spec" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [], "source": [ "ki, Eui = spec.avg_per_decade(slab1['k'],slab1['Eu'].real,nbins = 10)\n", "ki, Evi = spec.avg_per_decade(slab1['k'],slab1['Ev'].real,nbins = 10)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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iEls2Z+PwYbjrLvhtcR26V+pJ46mNORN3xumYLuPYbCV3U8tBRFxt3bqrjySN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\ncRARkRuoOIiIyA1UHERE5Ab/BzpK3uXsK8vWAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.loglog(ki,Eui)\n", "#plt.loglog(ki,Evi)\n", "plt.loglog(slab1['k'],slab1['Eu'])\n", "#plt.loglog(slab1['k'],slab1['Ev'])" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [], "source": [ "from pyspec import helmholtz as helm" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "ename": "AttributeError", "evalue": "'module' object has no attribute 'BCFDecomposition'", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0mE\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1.\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mki\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0;36m1e10\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mhelm_slab1\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mhelm\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mBCFDecomposition\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mki\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0mE\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mE\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0;31m#helm_slab1 = helm.BCFDecomposition(slab1['k'],3*slab1['Ev'],slab1['Ev'])\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mAttributeError\u001b[0m: 'module' object has no attribute 'BCFDecomposition'" ] } ], "source": [ "E = 1./ki**3/1e10\n", "helm_slab1 = helm.BCFDecomposition(ki,3*E,E)\n", "#helm_slab1 = helm.BCFDecomposition(slab1['k'],3*slab1['Ev'],slab1['Ev'])" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [ "plt.loglog(ki,helm_slab1.Cpsi,'r')\n", "plt.loglog(ki,helm_slab1.Cphi,'y')\n", "plt.loglog(ki,3*E/2,'b')\n", "plt.loglog(ki,E/2,'g')\n", "\n", "#plt.loglog(slab1['k'],helm_slab1.Cpsi,'r')\n", "#plt.loglog(slab1['k'],helm_slab1.Cphi,'y')\n", "#plt.loglog(slab1['k'],3*slab1['Ev']/2,'m')\n", "#plt.loglog(slab1['k'],slab1['Ev']/2,'g')" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [ "slab1['k'].size" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [ "dk = 1./(800.)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [ "k = np.arange(0,160/2.)*dk" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [ ")\n", "plt.loglog(k[1:79],slab2['Eu'],'m')\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.10" } }, "nbformat": 4, "nbformat_minor": 0 }