{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Distribution of insolation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here are some examples calculating daily average insolation at different locations and times.\n", "\n", "These all call `orbital.py` to do the calculation. That code is very general and can compute accurate insolation anywhere over the last 5 million years." ] }, { "cell_type": "code", "collapsed": false, "input": [ "import ClimateUtils as clim\n", "import orbital" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Present-day orbital parameters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Calculate an array of insolation over the year and all latitudes (for present-day orbital parameters)." ] }, { "cell_type": "code", "collapsed": false, "input": [ "lat = np.linspace( -90., 90., 500. )\n", "days = np.linspace(0, clim.days_per_year, 365. )\n", "Q = orbital.daily_insolation( lat, days )" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "And make a contour plot of Q as function of latitude and time of year." ] }, { "cell_type": "code", "collapsed": false, "input": [ "ax = plt.figure( figsize=(10,8) ).add_subplot(111)\n", "CS = ax.contour( days, lat, Q , levels = arange(0., 600., 50.) )\n", "ax.clabel(CS, CS.levels, inline=True, fmt='%r', fontsize=10)\n", "ax.set_xlabel('Days since January 1', fontsize=16 )\n", "ax.set_ylabel('Latitude', fontsize=16 )\n", "ax.set_title('Daily average insolation', fontsize=24 )\n", "ax.contourf ( days, lat, Q, levels=[0., 0.] )\n", "show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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5zQCcdnDaXJ5UhQjMSIrFmQ2dgvg057+Lkd48Z66tCF4EnHB9VkscT4F3rXp1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JAI8g9e3HanVdgyvAAAAABJRU5ErkJggg==\n", "text": [ "" ] } ], "prompt_number": 3 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Take the area-weighted global, annual average of Q..." ] }, { "cell_type": "code", "collapsed": false, "input": [ "print sum( mean( Q, axis=1 ) * cos( deg2rad(lat) ) ) / sum( cos( deg2rad( lat ) ) )" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "341.384184481\n" ] } ], "prompt_number": 4 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Also plot the zonally averaged insolation at a few different times of the year:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "summer_solstice = 170\n", "winter_solstice = 353\n", "ax = figure( figsize=(10,8) ).add_subplot(111)\n", "ax.plot( lat, Q[:,(summer_solstice, winter_solstice)] );\n", "ax.plot( lat, mean(Q, axis=1), linewidth=2 )\n", "ax.set_xbound(-90, 90)\n", "ax.set_xticks( range(-90,100,30) )\n", "ax.set_xlabel('Latitude', fontsize=16 );\n", "ax.set_ylabel('Insolation (W m$^{-2}$)', fontsize=16 );\n", "ax.grid()\n", "show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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PE30jmit3rhCXHEf83Xju3L2Do4MjTg5OODs6UyJfCfK75Cd/rvycdj5Nk4ZNKJmvZJZH\n88R9pd1L06taL3pV60VqeiphZ8JYHrmcJguakCdHHtr4tsE7zpsggowOVQghLMqZM/D552r/t8GD\nVS/ck05VsFYyIieEFdI0jT8v/Mkvkb+w6NAi3F3c6V65O10qd6Fo3qJGhyeEEIaJj4evvoLvv4f+\n/dUonLu70VE9G5lafYQUcsIepGvphJ0J44f9P7D86HJeKvkSb1R5gzbl29htr6EQwv6kp6s94D75\nRJ28MHKk8acuZFZW6hZZDifMKjQ01OgQ7E7Y1jCCPIOYHTKb84PO06VSF2bsmUHpb0vz6ZZPOR93\n3ugQbY68zvUnOdefNeV8506oWRNmzoQVK1RBZ21FXFZZVCHn6elJ5cqV8ff3p1atWgDEx8cTEhKC\nh4cHrVu35vbt2xnfP3HiRMqVK0eFChXYvn27UWELYTHy5MxDl8pd2Nx9M1u6b+Fm0k0qT61M+8Xt\n+T36dxmhFkLYlJs31fRpu3aqD27HDlXQ2ROLmlr18vLir7/+okCBAhn/NmbMGM6dO8e4ceMYMmQI\nnp6eDB06lCtXrlC/fn02bNhAdHQ0gwYNYs+ePQ89nkytCgHxyfHMPzCfybsn4+TgxLA6w+jg18Es\np0oIIYQRNA2WLIFBg9QZqF9/DfnzGx3V87OJqdVHf4CIiAh69eqFs7MzPXv2JDw8HIDw8HCCg4Px\n8PAgMDAQTdOIj483ImQhLJqrsysDag7gUP9DfN3wa6b8OQWfST5M+3MaSalJRocnhBCZEhOjirf/\n/ldt6jttmm0UcVllUYWcyWSiQYMGtG7dmpUrVwKwe/dufH19AfD19SUiIgJQhVz5B7Zi9vHxyfia\nMI419VTYimfNuclkonm55mx7cxvzWs9j9fHVlJlQhjE7xnD77u2nP4DIIK9z/UnO9WdpOdc0WLgQ\n/P2hRg3Yuxfq1DE6KuNZ1NzKjh07KFasGJGRkbRs2ZJatWplaojxcWdU9ujRA09PTwDc3d2pWrVq\nxgaH916kctt8t/ft22dR8djD7Xsyc/+6HnUZWnwoJ11OsunSJspOLEv73O1p5dOKJg2bWNTPJ7fl\nNsC+ffssKh57uG1J7+e//hrKN9/A1atBrF0L8fGh/PGHZeUrK7fvfX769GmyyqJ65B40ePBgypcv\nz7p16/jkk0/w9/fnr7/+4uuvv2bp0qWsWrWKTZs2MWHCBACqVq3Ktm3bcH1gu2bpkRPi2Ry4fIBP\ntnzCvkv7GBE4gjeqviE9dEIIi7BmDbz1FnTtqjb4dbHhveatukcuISEho8ctNjaW9evXExwcTO3a\ntZk9ezaJiYnMnj2bgIAAAGrVqsX69es5e/YsoaGhODg4PFTECSGeXeUilVnZeSWLOyxm4cGFVJhc\ngcWHF8sfQkIIwyQnw3vvwYAB8PPPMGaMbRdxWWUxhdzly5epV68eVatWpVOnTgwZMoRSpUrRv39/\nzp49i4+PDzExMfTr1w+AIkWK0L9/fxo0aMCAAQMyRuaEsR4cLhb6MGfOA0oGsOWNLUxpMYVR20dR\nb049/rrwl9ke31bI61x/knP9GZnzqCh46SU4e1b1wtWrZ1goFs9i5k68vLwyeiAe5OrqyooVKx57\nn4EDBzJw4MDsDk0Iu9OoTCN2v7Wbufvm8uqPr9KsbDNGNhwpx38JIbLdggVqW5H//lftEfeY9nfx\nAIvtkTMH6ZET4vnFJcfxZdiXzN47m6EvD2VQwCCcnZyNDksIYWPu3lVTqZs2qT3iqlQxOiL9yVmr\nj5BCTgjzOXH9BIPXD+b4teNMf3U6gZ6BRockhLARMTHQvj0ULaqO13JzMzoiY1j1YgdhG6SPRX96\n5bxsgbKs7LySUY1G0XV5V3qt6MX1xOu6PLelkde5/iTn+tMr51u3qmO1WrWCZcvst4jLKinkhBCZ\n0tq3NYcHHCZvzrz4TfFjwYEFMvIthMiSSZPgtddg3jz48ENwkKok02RqVQiRZbtjdtNndR8K5i7I\nzJYzKe1e2uiQhBBWIDUVBg5Uo3GrVoGXl9ERWQbpkXuEFHJCZL/U9FTG/TGO8TvHM7rRaN6s+uZj\nT1kRwlakpUFCAty5oz6mpanjo+79utE0NbLk4vLwlSOHrMAEuHlTjcI5OsJPP0G+fEZHZDmkkHuE\nFHL6Cw0NzTiCROjDUnJ+8PJBuv/anRKuJfi+5fcUcy1mdEjZxlJybk+yM+eaBrGxcPq0us6ehStX\n1L/FxsLVq+rjzZuqeLt7F3Lnhjx51EdHR1Wg3bsA0tPVhrZJSfev1FRwdVUHvBcooD7euwoUUI3+\nxYqpq3hx9TFv3mz5kZ9JduT85El49VVo0gTGjwcni9kEzTJkpW6RFAohzKJSkUqE9w7nq7CvqDq9\nKhOCJ/Ca32syOicsRkICREbC4cPqOnJEFRanT6uCzNNTXR4eULgw+PhAoUL3L3d3Vby5uGRtZC0t\nDeLi4MaNf17Xrqk4du6EixfVdeGCKhJLlFBxeXndj/He54UKWc8o37Zt0KEDDB+uTmsQ5iEjckII\ns/vzwp90X96dKkWrMK3FNNxcZBma0FdCAvz1F0REQHi4+vzCBShXDvz87l8vvgilSxs78vVvNE0V\nfufPw5kzEB19f9Tw3ueJiSp+Ly8oU0Zd9z738lIjgEa7dUsdr/X997BwITRubHRElkumVh8hhZwQ\nxklMSWTohqGsPbGWH9v9SO2StY0OSdiw2Fj4/Xd17dypjniqWBFq1VJXjRqqiLO1qbz4+PuFXXQ0\nnDp1/4qOVgXqg8Xdg1fJkmrELztoGuzbBz/8oFaktmgBo0erKWPx76SQe4QUcvqT3iH9WXrOl0cu\np9+afgwOGMz7dd7HwWT9+wtYes5t0aM5v30bQkNh82bYskWNWNWvD6+8AnXqqFMBnO38ABJNg8uX\nHy7u7hV4p06pPsBSpR4eyStVCgoWVFO2UVGhtGoV9NSD6u/eVaOGp0/DgQNq9HPLFjVd3a4dvP22\nelzxdNIjJ4SwOG3Kt6F68ep0+aULm6M380ObH+TMVpElMTFqq4qVK2H7drWJbMOGMGMGVK9ue6Nt\nz8tkUgsoihaFl1/+59eTku5P2d4r8vbuvb+4IyYGunaFnDkhVy616jZHDnU7PV0V0/HxkJKi+vhK\nl1ajoEFB8MknqsdQZD8ZkRNC6CI1PZUvtn7B93u+Z0HbBTTwamB0SMIKREWpLSpWrFCFRvPm6gSA\n4GDZtkIPmqYKtqQkNfKWkqIuUP13rq5q5M1aFlxYOplafYQUckJYns2nNtN1eVcGBwxm6MtDZVWr\n+IdLl1TxtmiR2gqkQwdo2xbq1lUjQkLYKjlrVRhOzkPUn7XlvGGZhkT0jmBp5FLaL2lPXHKc0SFl\nmrXl3BokJsKCBWp/sfLl1RTfl1+q3qvvvgOTKVSKOJ3J69w6SCEnhNBdKbdShPUIo1DuQtSeWZvI\n2EijQxIGiYyEQYPU3m0LF0Lv3mqbkHnzVFEnfW9CPJlMrQohDDVn7xw+2PQBU1tMpX2F9kaHI3Rw\n9y4sXQrTp8Px49Czpyrg5LxNYe+kR+4RUsgJYR32XNxD25/b8mbVNxkeOFz65mzUjRswbRpMmqSm\nT/v3VwsXZMpUCEV65IThpKdCf7aQ82rFqrGr9y7WnVxHp2WdSEhJMDqkJ7KFnOvp1Cl4913w9oZj\nx2DtWti0Se0x9qxFnORcf5Jz6yCFnBDCIhTNW5Tf3/idnI45qT+nPjFxMUaHJJ7TwYPw2mvqZIU8\neeDQIZg7FypXNjoyIWyHTK0KISyKpmmM3jGaybsn80vHX6hZoqbRIYlMOnAAPv9cbdo7dCj062eZ\nZ5kKYWlkalUIYfVMJhPD6g5jUrNJNF/UnGVHlhkdknhGBw5A+/bQtKk6SeDUKVXISREnRPaRQk6Y\nlfRU6M9Wcx7iG8KGrhsYuG4gE3ZNMDqch9hqzrPq5Eno1Ol+AXfyJAwerHb8NxfJuf4k59ZBCjkh\nhMXyL+bPjp47mP7XdIasH0K6lm50SOIBV6/Ce++pHriKFeHECfMXcEKIJ5MeOSGExbuReIPWP7em\naN6izGs9DxcnF6NDsmuJiTBhAowbp0bihg+HwoWNjkoI6yc9ckIIm5Q/V37Wd10PQJP5TbieeN3g\niOyTpsGSJeDrC3/+CX/8ofaEkyJOCONIISfMSnoq9GcvOXdxcuHHdj9Sq0Qt6s6uy/m484bFYi85\nf1BkJDRuDF98AfPnq5MZXnxRv+e3x5wbTXJuHaSQE0JYDQeTA+OajKOnf0/qzanHiesnjA7J5sXH\nw/vvQ/36EBICe/aoz4UQlkF65IQQVmnmnpmMCB3Bb6//RpWiVYwOx+ZoGixeDEOGqJG4UaOgSBGj\noxLCtmWlbnHKpliEECJb9a7WGzdnN5osaMLy15bzcqmXjQ7JZpw/r85BjY5WxdzLklohLJZMrQqz\nkp4K/dlzzjv4dWBe63mE/BTC+hPrdXteW815ejpMnQr+/lCzpppGtZQizlZzbskk59ZBRuSEEFYt\nuGwwv772K21+bsPUFlNpV6Gd0SFZpWPH4K23ICUFQkPBz8/oiIQQz0J65IQQNmHfpX0ELwhmQvAE\nXqv4mtHhWI30dPj2Wxg5Uu0H9/bb4OhodFRC2CfpkRNC2K2qRauysdtGmixoQkp6Cl0rdzU6JIt3\n5gz06AGpqRARAWXKGB2RECKzpEdOmJX0VOhPcn5fpSKV2Nx9M//Z9B/m7pubbc9j7TnXNPjhB6hR\nA4KD1VSqpRdx1p5zayQ5tw4yIieEsCkVClVgc/fNNPqhEanpqfSu1tvokCzK1avQty9ERcGmTVBF\ndm4RwqpJj5wQwiZFXYui4Q8N+bDuh/Sv2d/ocCzCli3QvTt07gxffgnOzkZHJIR4kPTICSHE38q9\nUI7QHqE0mNcARwdH+lTvY3RIhklLg88/h++/h3nz1Aa/QgjbID1ywqykp0J/kvN/VyZ/GTZ338wX\nYV+YtWfOmnIeEwMNG8KOHWpfOGst4qwp57ZCcm4dpJATQtg07wLebOq2iY+3fMyig4uMDkdXv/0G\n1aur4m39eiha1OiIhBDmJj1yQgi7cPjKYRrNb8R3zb6jfYX2RoeTrdLS4NNPYf58WLhQDrkXwlpI\nj5wQQvwLv8J+rO2ylqYLmpLDIQchviFGh5Qtrl1TixnS0tRUaqFCRkckhMhOMrUqzEp6KvQnOX92\nVYtWZc3ra3hr1VusjVqb5cex1Jzv2aP2hqtaVU2l2lIRZ6k5t2WSc+sghZwQwq7UKF6DFZ1W0P3X\n7mw/u93ocMxm3jxo2hTGjFGXk8y3CGEXpEdOCGGXNpzcQNdfurKx20aqFLXeXXFTUmDQINiwAZYv\nl8PuhbBmWalbZEROCGGXmng3YVLzSTRf1JwT108YHU6WXL+ujtiKjobdu6WIE8IeSSEnzEp6KvQn\nOc+6jn4dGRE4gibzm3Ah/sIz388Scn7sGAQEgL8/rFwJbm5GR5S9LCHn9kZybh2kkBNC2LU+1fvw\nVrW3aLqgKdcTrxsdzjPZuFFtKTJsGIwbB46ORkckhDCK9MgJIeyepmm8v/F9/jj3Bxu7bSRPzjxG\nh/SvJk9W56T+/LPsDyeErclK3SKFnBBCoIq5Xit7ERMfw6rOq8jpmNPokB6SlgbvvacOvl+1CsqU\nMToiIYS5yWIHYTjpqdCf5Nw8TCYTM1rOIHeO3Ly54k3StfR//V69c56QAO3aQWQk/PGHfRZx8jrX\nn+TcOkghJ4QQf3NycGJR20VE34jm480fGx0OALGx0KABuLqqs1NtfVGDECJzZGpVCCEecTXhKi/P\nepnBLw2mX41+hsVx4gQ0awYdO6q+OJPJsFCEEDqQs1aFEMIMCuYuyNoua6k3px4lXEvQ0qel7jGE\nh0Pr1vDZZ9C3r+5PL4SwEjK1KsxKeir0JznPHt4FvFnRaQW9VvYiIibioa9ld87XroVXX4Xvv5ci\n7h55netPcm4dZEROCCEelJQEN29CXBw14x1YUXQQ3w0PZswrIymWu7BaPnrwIFy9Ci4u4Oysrty5\nIX9+dbm5ZXlzt59/hnffVZv8vvSSmX82IYTNkR45IYT9SE2Fc+fg5Mn71+nTcOkSXL6sPsbFPf/z\nmEzg7g71zN6iAAAgAElEQVRFi0LJklCihPro4QEvvgi+vlC48D+a3qZPh88/h3XroFKl5w9DCGFd\nZB+5R0ghJ4Sd0jS4eBH274d9+9S1f78q3FJTn3xfJycoUEAtE3V1hXz5IE8eIm9GcSXpGnU9A3HM\nkVM9TnKyupKS1B4hN26oA1Bv3Xp6jG5u4OOjrsqVWXS8BqM2VGP55nx4e5snDUII6yKF3COkkNNf\naGgoQUFBRodhVyTnqGLqzz9h2zbYvh0iItS+HY9TvDh4e9+/vLzUvxUpokbQ8ud/7PJQTdPo8ksX\nNDT6FOjDK6+88u/xpKWpou7iRTh/Xl0xMep0+2PH1HXz5uPv6+MDNWpAzZrq6IYqVcBB2pnlda4/\nybn+ZNWqEMI+pKSonXE3bFDFW0SEKuYe5O4OVauqQujeR19fyJUrS09pMpmY1WoWr8x7hXnn5j25\nkHN0hIIF1fW4OVJNgytXSDtyjIXDj5Ln+F5Civ+J05ED9wu9hQvV9+bPrwq6V16BoCD1eFLYCSH+\nJiNyQgjrEBOjmsfWrlWnxj/ay1axItStC/XqqVUCnp7ZsvHapduXCJgZwKhGo+hUsVOWHyclBbp0\nUTOxv/4KefMCd+/CoUNqdHHnTggNVT18DypcGFq0gJYtoXHjv+8ohLAFMrX6CCnkhLByJ07AkiXq\n2rv34a+VLw/BwerYg5dfVn1tOjlw+QCNfmjEqs6rqF2ydqbvf/cuvPaaarNbskQtfv1Xp0+rgu73\n39V17tz9rzk7q5+/ZUto00ZNDQshrJYUco+QQk5/0lOhP5vL+cmTqrpZvPjh4i13bmjYUB110KyZ\nGnEzSGhoKPHF4um3ph87e+3Ew83jme+bnAwdOqjZ0cWLIWfOTDyxpsHhw7BqldqfJDxc/RuoB2zY\nEDp3hrZtbe4sL5t7nVsBybn+pEdOCGGd4uJUVTNnjup9u8fVFVq1UmdUNWnylKErfbX0aUnU9Sha\n/diK7T23kzfn06c4k5KgXTvVpvfjj5AjRyaf1GRSU8gVK8KHH8KVK7BmDSxfrqadN25UV//+avq1\nSxe1s3CmqkUhhDWRETkhhDE0TS1UmD1bjcAlJKh/z5v3fvHWtKlFFW+P0jSNPqv6cCXhCr90/AVH\nh3/fBDgxUc1+urnBggVZKOKe5vp1+OUXWLRITcXee+8rXBjefBN694ayZc38pEIIc8pK3WJRS5/S\n0tLw9/enZUt1rmF8fDwhISF4eHjQunVrbt++nfG9EydOpFy5clSoUIHt27cbFbIQIrPi4mDiRLXN\nRmAgzJunirj69WHuXLUp78KFEBJi0UUcqDfdyS0mE5ccx4ebP/zX70tIULVpgQLqRzN7EQfqwXv3\nhi1b1HYn48erkbsrV2D0aChXDho1UiOfd+9mQwBCCCNYVCE3YcIEKlSogOnvlWZTp07Fw8ODqKgo\nSpYsybRp0wC4cuUKU6ZMYfPmzUydOpV3333XyLDFA+RsPv1ZTc6PH1dnT5UoAQMHQlSU2r/to4/U\n17ZuhTfegDx5jI70qR7MeU7HnCzruIxfIn9h4YGF//jeO3fU7GaxYjB/vtpvONsVLw6DB8OBA2qq\nukcPNZ+7ebNaZeHpCV9/rUbxrITVvM5tiOTcOlhMIXf+/Hl+++03evfunTGsGBERQa9evXB2dqZn\nz56Eh4cDEB4eTnBwMB4eHgQGBqJpGvHx8UaGL4R4HE1TxUPz5moE7rvv4PZtNRK3bBmcOQNffaVG\ni6xYgVwFWP7act5b/x57Lu7J+PfERLWgtHRp1f6XxeNXs85kUluxzJkDFy7ApEng56c2Kv7oIyhV\nCt5+WxXVQgirZDGF3KBBgxg7diwOD2x0uXv3bnx9fQHw9fUlIiICUIVc+fLlM77Px8cn42vCWLLC\nSX8WmfP0dFixAgIC1HTe2rVqmrRXL3VcVmioWlmpy/CU+T0u55WKVGJai2m0+bkNV+5cITlZ9cQV\nLw4zZxpQxD3K3V0VbQcPqo2Ug4PVnO+UKarIDglRGytbKIt8nds4ybl1sIh30dWrV1O4cGH8/f0f\nGsrNTMOf6V82/uzRoweef29T4O7uTtWqVTNenPeeS27LbbltpttpaQRdvgxff03ooUPq6wULwsCB\nhFaqBG5uBFWpYjnxmvn2C7xA98rdaf9zB1JmfUpOJyfmzg3C0dEy4su43bgxoTlyQMeOBO3YAQsW\nELpyJaxcSVDTpjBiBKF/n5RhEfHKbblto7fvfX760Y2/M0OzAB9++KFWsmRJzdPTUytatKiWO3du\nrWvXrlrbtm21PXv2aJqmaX/++afWrl07TdM0beXKldq7776bcf8qVapocXFx/3hcC/nx7Mrvv/9u\ndAh2xyJynpqqafPna5q3t6apCVVNK1FC0779VtNu3zY6OrN7Us6T76ZpxYa8qpUe8LaWnKxfTM/l\n0iVNGzZM0/Lmvf/fr1EjTQsLMzqyDBbxOrczknP9ZaVucch6CWg+I0eO5Ny5c0RHR/PTTz/RoEED\n5s+fT+3atZk9ezaJiYnMnj2bgIAAAGrVqsX69es5e/YsoaGhODg44OrqavBPIYQd0jR1vlSVKtCt\nm9rMt2xZNZd46pRa1GAFixfMJT0devdywOfwApx9NzH/0CyjQ3o2RYqoxQ+nT8Mnn0C+fLBpk1pJ\n3LAh7N5tdIRCiH+R6X3kwsLCCA8P59ChQxw6dAiTyYSfnx8VKlSgdu3aGcOGWbV161bGjx/PypUr\niY+Pp2vXruzdu5dq1aqxYMEC8v59ruCECRP47rvvyJkzJ9OnT6devXr//OFkHzkhss+mTaph/t4v\n+dKl4b//VZvQWmnv2/PQNOjbV513v3YtnE04Sv059VnZeSUBJQOMDi9zbtyACRPg22/h1i31bx07\nqoUpshedENkmW4/oWrNmDV988QURERHkyJEDLy8vyv290uz48eOcPn2alJQUatSowYgRI2jRokXm\nfwIzk0JOiGxw4AAMGaIKOVCjOZ98Am+9pc7+tEOapgYfd+9W6wjuTRCsPr6afqv7EfFWBMVdixsb\nZFbcuAGjRqmiLjlZFeh9+sDw4eq/uxDCrLJtQ+AaNWrQqVMnatSowYEDB7hz5w5Hjx5l1apVrFq1\nimPHjpGQkMCBAweoVatWxvcK+/NgA6fQh245v3JFDTn5+6sizt0dRo5U06nvvGNXRdyjOR8+HLZv\nVyNxD3Z5vPriq/St3pcOSzqQkpaib5DmkD+/2kw4Kgp69lRzx1OmgLe3Gp1LStItFHlv0Z/k3Do8\nUyHXoUMHzp07x6RJk6hYsSJOj5k2cXR0pGLFikyaNImzZ8/SoUMHswcrhDBAcjKMHav2epsxQ+1N\n9u67qoD78EO76oF7nAkT1GEJ69ap2vZRH9f/mPwu+flg4wf6B2cupUrBrFlqNLZVK7XL8SefqD3p\nVqy4fxyYEEJ3ctaqEOLfrV6t5gxPnVK3mzeHcePggX0c7dmCBaqW3b5dtQj+mxuJN6g+ozqjGo2i\no19H/QLMLlu2qGL+8GF1u0kT1U8nrwshnovVn7UqhLAQ586pDXtbtlRFXPnyat5wzRr5Zf23NWtg\n6FBYv/7JRRxA/lz5WdZxGW//9jaRsZH6BJidGjRQGzt/950ahtywASpXVr2TcsqOELqSQk6YlfRU\n6M+sOU9JUYetly8Py5dD3rzwv/+pKbXgYPM9j5X77rtQevRQO69UqPBs9/Ev5s/oRqNpu7gt8ck2\nUOw4OaneyOPHVe9kWpp6rfj5wapVZn86eW/Rn+TcOkghJ4RQdu6EGjXUMNOdO9CuHURGwqBBdrmd\nyL85eFAtbliwQJ1Alhk9/XtSp1Qdeq/qbTttH4UKwbRpaslu9epqNLdVK+jQQZ3pKoTIVk8s5E6e\nPEm9evUoUKAAnTp1IjY2FoA5c+YQLH+di8d43n0EReY9d87v3IH33oM6ddTIm5eXmjdcuhRKljRL\njLbi1Clo1gymTQuiadOsPcZ3zb4j6loUE8Mnmjc4o1WvDrt2wTffqAUwS5eCr68q8tLTn/vh5b1F\nf5Jz6/DExQ5dunShY8eOlC1blh07drB48WIWLFhA0aJFKVSoUEZhZ6lksYMQTxEaqg6yP3VKner+\n/vvw6aeQO7fRkVmcK1dUrTt4MPTv/3yPFX0jmoBZAfzS8RfqeNQxT4CW5OxZePtttVgGoF49mDNH\nbVsihPhXZl/sULt2bUJCQvDz86NPnz4sXbqUcePGcenSpecKVNgu6anQX5ZyHh+vftG+8ooq4ipX\nhogIdUyTFHH/cOeOWvfRqZMq4p73de6V34vZrWbz2tLXuHz7snmCtCQeHrByJSxZAkWLwrZt6jU2\neXKWR+fkvUV/knPr8MRCztHRkZ07d/LOO+9w8+ZN3N3dGT16NMuWLSNJx40ghRBmtGULVKqkNnZ1\ncoLPPlP9TdWqGR2ZRUpLg9dfV7OEn39uvsdt8WIL3qjyBt2WdyNde/6pR4tjMkH79nDokEpgQoJa\nHNG4sTrTVQhhFk/dR27t2rVERUUxYMCAhzYCXrJkicVv+itTq0I8ICkJPv5YrSwEVbjNmaNGSsRj\naZoauIyKUm2DOXOa9/FT01NpMK8BwWWD+ajeR+Z9cEuzbJkazoyNVauhx49Xx7qZTEZHJoTFyNaz\nVq2RFHJC/O3gQXWY/cGDqhdu+HC1k22OHEZHZtFGj4ZFi9TMYL582fMc5+POU2NGDZZ0WEK90vWy\n50ksRWwsDBigFkKAWt06axYULGhsXEJYCF02BP71118zexdhR6SnQn9PzHl6ulpFWKOGKuLKloU/\n/lCFnBRxT7RokWrp+u23fxZx5nydl8xXktkhs3n9l9e5mnDVbI9rkQoVUueZ/fij2kh45Uo1Irxp\n01PvKu8t+pOcW4dMF3InT57MjjiEEOZ24QI0baqWWd69C336wN69UKuW0ZFZvN9/Vzuy/PYblCiR\n/c/XvFxzOlfszBu/vmGb/XIPMpnUqpH9+9Vq1osXVd/c+++r16kQIlMyPbU6fvx4hgwZkl3xmJVM\nrQq7tWEDdO2qprIKFlTTV61aGR2VVTh8WJ1A9dNPalGvXlLSUqg/tz5tfdvyfp339XtiI6WlqZXS\nn32mPvf3V6N1Pj5GRyaEIeSsVSHsXWqqWtAQHKyKuIYN1ZSqFHHP5PJlaNFC9eHrWcQB5HDMwU/t\nfmLcznHsPLdT3yc3iqMjfPIJbN+uNqLeu1dtLLxokdGRCWE1pJATZiU9FfrLyPn586r6GDlSTV99\n8YU60b1oUUPjsxaJidC6NfTooQYznyS7Xuel3Usz49UZdF7WmeuJ17PlOSxSQADs2wedO6tN+7p0\nUStcH9jmSt5b9Cc5tw5SyAlhC9auhapV1chG8eJqr7hPPlEjHuKpNA169gRPTxgxwthYQnxDaOPb\nhjdXvGlfrSH58sHChepIr5w51cc6ddSG1UKIf5XpQs5RfjGIJ5Cz+XSWnk5QWJiaD7x2TU2p7tsH\ngYFGR2ZV/vtftUft7NnPtq1Zdr/ORzcezYX4C7Z3HuvTmEzQty/s3AllysCePWq/w+XL5b3FAJJz\n65DpxQ7p6ek4OFjHQJ4sdhA27eZN6NZNnWdpMsGXX8KwYWAl/39aikWL4KOPIDwcihQxOpr7Tt04\nRcDMANZ1XUe1YnZ46sbNm2qYdPlydfuDD1TbgAwmCBum+4bAe/fu5caNG//49wYNGmT1Ic1KCjn9\nhYaGyl9xejh0CNq2hagoQvPmJWjpUrXViMiUnTshJAQ2b1anlj0rvV7nPx78kc+2fsaePnvIkzNP\ntj+fxdE0+PZb+OADQlNTCWraVFXeBQoYHZldkPdz/WWlbnF6+rc8LDY2lv79+/P7778/togzmUyk\npaVl9mGFEM9q8WI1UnHnjuqL++ADKeKy4PRpaNdOnVKWmSJOT50rdWbdyXUMWj+IGS1nGB2O/kwm\nGDRITa+2aqUW79SqBb/+ChUrGh2dEBYh0yNyw4cPZ9q0afTq1YuAgADc3Nz+8T2WUsHLiJywKamp\naup0/Hh1u2tXmD4dcuc2Ni4rFBcHL7+sjvocONDoaJ4sPjmeqtOrMqbRGNpVaGd0OMY5e1YtK967\nF/LkgXnzVCUuhA3RZWq1RIkSDBkyhMGDB2fqiYwghZywGTdvQseOsHEjODmpg+/feUcOHM+C9HQ1\nnVqiBEydah0pDD8fTqufWvFXn78oma+k0eEYJyFBnVCycKG6/fHH8Pnn0hcqbIYuGwJ7e3uTQ85o\nFP9C9h3KBidOqH22Nm5UZ1Vu3gz/938ZFYjkPHOGD4dbt2DixKwXcXrnvHbJ2rxb6126Le9GWrp9\ntq6Ehoaq0ef589WotIMDfPWVmnKNizM6PJsk7y3WIdOF3LvvvsuUKVO4dOlSdsQjhHhQaCjUrg3H\njqmeoN27oX59o6OyWkuWqDpg6VK1VZk1GVZ3GOlaOmP/GGt0KMYymdT5wevXq0UPa9ao/ebOnDE6\nMiEMkaVVq+PHj+eDDz6gRo0a+DzmTLwffvjBLME9L5laFVZt5ky1u31qKrz6qlqt5+pqdFRWa/9+\naNRI/f6vZqW7eZy7dY7qM6qz5vU11CxR0+hwjHfqlNpD8ehRtXfMihXqDx8hrJQuPXLLli2je/fu\nJCYm4u7ujpubG5qmZTy5yWQiOjo6U0FkFynkhFVKS1MrUf/3P3V7yBAYPVr2z3oOV6+qxY5ffaVO\ngbJmS48s5cPNH7Knzx5cnaWw5+ZNaN9etRy4uMAPP0CHDkZHJUSW6NIjN3bsWPz9/YmMjOTatWtE\nR0dz+vTphz4K+yU9Fc8pPl514v/vf2pRw8yZMG7cE4s4yfmTpaSodSIdO5qviDMy5+0rtCewdCDv\nrnvXsBiM8K85d3dXR9T17q3OZu3YEb7+Wu1BJ56LvLdYh0wXctHR0QwcOBAfHx9M1rDcSwhrcfGi\nOlprzRrV+7NpE/TqZXRUVm/oUDVQ89VXRkdiPt8Gf8uOsztYfHix0aFYhhw5YMYMGDtW9dB99BG8\n+SbcvWt0ZEJku0xPrbZv356CBQsybdq07IrJbGRqVViNo0fVOalnzkDZsmqEoWxZo6OyenPmwKhR\n6vgtd3ejozGvvy78RbOFzdjTd499b0nyqOXLoUsXSEyEoCC1efBj9jsVwhLp0iMXExNDixYt6NSp\nEyEhIY9d7GApZ7FKISeswvbtaguFGzdUI9fq1WqbEfFcdu1SaQ0LA19fo6PJHl+FfUXomVDWd12P\ng8ky3nctwl9/QcuWapS7UiX1h1GJEkZHJcRT6dIjV6pUKQ4cOMBHH32En58fTk5OD12yx5x9k56K\nTFq2TC2lvHFD/eL5/fdMF3GS83+6eFH1v8+enT1FnKXk/D91/8Ptu7eZHDHZ6FCyXaZyXr26OkjX\nxwcOHlTHeERGZltstspSXufiyTJ91urw4cOf+HXpmxPiGU2YoM6R1DTo1w+++04tcBDPJSVFLVrs\n21ft2mLLnBycmN9mPi/NeonG3o3xLWijQ49ZUbo07NihXgS7dqm95lavVkWdEDYkS/vIWQuZWhUW\nKT1dbS9y78zUkSPVGaryR5BZDBoEUVGwcqX9nNw07c9pzNo7iz96/kEOR5kVeUhCAnTqBKtWqVUv\nP/+s5tyFsEC6TK0KIZ5Dair07KmKOCcntefVhx9KEWcmP/2kCrj58+2niAPoW70vhXIX4suwL40O\nxfLkzg2//AJvvaW2J2nTRq1wFcJG2NFbndCD9FQ8QVKSatyaN0/9clm9Grp1e+6HlZwrR46oI2iX\nLYP8+bP3uSwt5yaTiVmtZjHtr2lExEQYHU62eK6cOznB9OkwYoQaEe/bF774QvaaewpLe52Lx5NC\nTgg9xMVBs2bqCKH8+dUecU2bGh2VzYiLg7Zt1d7JVasaHY0xirkWY1KzSXRb3o2ElASjw7E8JhN8\n9pkq6BwcYPhwtcmgFHPCykmPnBDZLTZWFXF//QXFisGGDVCxotFR2QxNUwOdhQqBFWxvme26/tIV\ndxd3JjWfZHQolmvpUnj9dbUyplcvVdzJEXjCAkiPnBCW5tw5qFdPFXHe3moVnRRxZjV+vErzhAlG\nR2IZJjWfxMpjK9lwcoPRoViu9u1VM2WuXDBrljq7TU6BEFbqmQq5I0eOZHccwkZIT8UDjh1TWx4c\nOwaVK6uNf728zP409pzz0FA1nbp0KTg76/m8ofo9WSa5u7gzJ2QOvVb24nridaPDMRuz5zw4WI2O\n58sHS5aoM44TZEr6QZb8Ohf3PVMhV7FiRQoXLkzbtm2ZMGECe/fulSlLIZ7k0CGoX18NFdWpA1u3\nQtGiRkdlU2Ji1OzY/Png4WF0NJalYZmGtCvfjnd+e8foUCxb3bpqE+6CBWHdOtW3euuW0VEJkSnP\n1CM3efJkwsLC2LZtG5cuXQLAzc2NOnXqUL9+ferXr0/NmjVxtLAeA+mRE4bYuxcaN4Zr16BJE3X2\nY+7cRkdlU1JS1DGazZvDxx8bHY1lSkxJpOr0qoxsMJJ2FdoZHY5lO3pUnbASEwP+/mqkrmBBo6MS\ndkiXs1ajoqIICwvLuM6cOQNAnjx5CAgIoH79+nz66aeZCiK7SCEndBcRof6qv3kTWrRQc34uLkZH\nZXOGDlUnLq1aZV/7xWXWznM7abu4LQf6HaBQHjm/94lOn1Z/gJ04oc5n3bQJChc2OiphZ3Qp5B51\n/vx5wsLCWLx4MatWrQIgLS3teR7SbKSQ019oaChBQUFGh2GMHTvU6tT4eLXp6E8/Qc6c2f609pbz\nlSvVfnF79sALLxgTgzXl/P0N73M27iw/t//Z6FCeiy45v3gRGjZUfyVUqACbN9t1S4Q1vc5tRVbq\nliwf7Hj27FnCwsLYunUrYWFhREVFkSdPHl6Wc+yEPQoNVWc63rmjjgP64QfIIUclmduZM2qD/l9/\nNa6Iszafv/I51WZUY8nhJXTw62B0OJatWDHVM9eokepzDQqCLVugeHGjIxPiXz3ziNyxY8cyplO3\nbdvG2bNnKVy4MHXr1qVevXrUrVsXf39/HCxonkNG5IQuNm5UK94SE6F7d5g9W/akygZ376r1I+3b\nq6lV8ezCz4fT+ufW7O+3n8J5ZLrwqWJjVTF34ACUK6eKuZIljY5K2IFsm1otWrQosbGxlClT5qHC\n7cUXX8xysHqQQk5kuzVroF07SE6G3r3v7xovzG7IEDh+XB2OISnOvGGbhnHi+gmWdFiCSc72fbpr\n11TP3N69UKaMGqmT5dEim2XbhsBXrlwhV65clC9fngoVKuDn50eZMmWyFKSwbXa179CKFaoXLjkZ\n3n7bsCLOHnK+YoU6Q3XePMso4qwx558FfUbk1Uh+PmydvXK65/yFF1SPXI0acOoUBAaqBRF2xBpf\n5/bomd4SL168yJw5cyhdujQLFy6kTp06uLm50bBhQz777DM2b95MgmykKOzJqlXQoYPaB2PwYPju\nO8uoMGzQ6dPQpw/8+CMUKGB0NNbLxcmFuSFzGbhuIJduXzI6HOuQP79qnahdW70QAwPh5EmjoxLi\nIVlatXrz5k22bduW0TN3b4PgatWqUa9ePcaNG5cdsWaaTK2KbPHbb2ok7u5dVcSNG6cO5BZmd68v\nrkMHNbUqnt/Hmz/mcOxhlr+2XKZYn1VcnFqR/scfqlcuNFQduSeEmRmy/QjArl27GDVqlGw/Imzf\n+vVqYUNyMgwcCN98I0VcNho8WG3rtWKFpNlcklOTqfF9DYbVGUaXyl2MDsd6xMervSG3bVO9cmFh\nULq00VEJG5NtPXIPSktLY/fu3fzvf/+jdevWvPDCC7z88susXLmSggUL0q6d7CBuz2y6p2LTJmjd\n+n5PnIUUcbaa8xUr4JdfYO5ci0jzQ6w5585OzswNmcvgDYO5GH/R6HCemeE5d3VVi5teegnOnoVX\nXoHz542NKZsZnnPxTJ5pH7kHp1F37tzJ7du3AShZsiTBwcEEBgYSGBiIj49PtgYrhGG2bIFWrSAp\nCfr1Uz1xllZd2JCzZ1Vf3IoV0heXHaoXr06fan3ov6a/TLFmhqsrrF2rVrPu3g0NGqhzlIsVMzoy\nYceeaWr13t5w3t7e1KtXj/r16xMYGIiXl1e2B/g8ZGpVmMXWrepQz4QE2WJEB2lparCjeXMYNszo\naGxXcmoy1WZUY0TgCDr6dTQ6HOty44Y6AWLvXvD1VT1zRYoYHZWwAdnWI/fjjz8SGBhIcSvb3VoK\nOfHctm+H4GB1YkOPHjBrlhRx2ezzz1X70YYNkurstuv8Ltr83IZD/Q/xQm45KiNTrl5VI3IHD0LF\nimqfuYIFjY5KWLls65Hr3Lmz1RVxwhg21VOxa5daqXbnDnTrBjNnWmRlYUs5374dpkxRJ5xZYKoz\n2ErOA0oG0LliZ95b/57RoTyVxeW8YEHVN1u+vDrOq3FjuH7d6KjMyuJyLh7Lgt8qhTDQ/v2qiLt9\nG15/HebMkWO3stmNG9C1q6qX5e9G/Xzxyhf8ce4Pfov6zehQrE/hwmrT4HLlYN8+aNoUbt0yOiph\nZ55parVp06YMGTKEJk2aPNODrlu3jm+++Yb169c/d4DPQ6ZWRZYcO6Y2L7tyRe0Xt3gxOD3TuiCR\nRZoGHTuqnvGJE42Oxv5sid5Cj197cGjAIfI55zM6HOtz/rzaLPjUKbWqdcMGyJvX6KiEFcq2qdXK\nlSvTrl07KlWqxOTJk9m2bRuXLt3fGfzChQts3bqVCRMm4OfnR/v27alSpUrmohfCEpw5ow7LvnJF\nTZX8+KMUcTqYNUudozpmjNGR2KcGXg1o6t2UYZtkdUmWlCypVrZ7eMDOnWqboqQko6MS9kJ7RrGx\nsdqwYcM0V1dXzWQyaSaTScuTJ4+WJ0+ejNt58+bV/vOf/2ixsbHP+rDZKhM/njCT33//3egQsu7C\nBU3z9tY00LQ6dTTt9m2jI3omVp1zTdOOHNG0ggXVR2th7Tl/nBuJN7QS40toodGhRofyWFaR8+PH\nNWFtdN0AACAASURBVK1IEfUe0rq1pqWkGB3Rc7GKnNuYrNQtzzzUULBgQb7++muGDx/O4cOHMy5N\n0/Dz88u4cufOnX1VpxDZ5do1aNJEnaNYrZra+DNPHqOjsnlJSdC5M4wcqXrGhXHcXdyZ0mIKvVf1\n5kC/A+TKkcvokKxPuXJqWjUwEH79FXr2VDtaW/LKHWH1zHJEl6WSHjnxTOLi1HTq7t2qmti6FQoV\nMjoqu/Dee6q9aMkS2V/ZUnRa2onSbqUZ3Xi00aFYr1271HvKnTvqFBjZQFw8I12O6BLCpiQkQMuW\nqojz8oKNG6WI08maNbB8OXz/vfyOsyQTm01k3v55/HnhT6NDsV4BAepYkpw5YfJk+PRToyMSNkwK\nOWFWVrXv0N270L692n22eHG1J1SJEkZHlWlWlfO/XbyoDslYuBDy5zc6msyzxpw/q8J5CjO+yXh6\nrujJ3bS7RoeTwepy3rChWvHu6AhffQVjxxodUaZZXc7tlMUUcklJSdSuXZuqVasSEBDAN998A0B8\nfDwhISF4eHjQunXrjHNeASZOnEi5cuWoUKEC27dvNyp0YY3S0tSmZWvXqo09N26EMmWMjsoupKdD\n9+7qyNq6dY2ORjzO65Vex8PNg9HbZXr1uYSEqB45gA8+gBkzDA1H2CaL6pFLSEggd+7cJCcnU716\ndZYvX87y5cs5d+4c48aNY8iQIXh6ejJ06FCuXLlC/fr12bBhA9HR0QwaNIg9e/Y89HjSIyceS9PU\niewzZ0K+fOponWrVjI7Kbnz7rRqoCAuTnV0s2blb56g2oxqhb4TiV9jP6HCs25QpqlfOZIJFi6BT\nJ6MjEhbK6nvk7q14vX37NqmpqTg7OxMREUGvXr1wdnamZ8+ehIeHAxAeHk5wcDAeHh4EBgaiaRrx\n8fFGhi+sxaefqiLOxUU1akkRp5tDh9Qs0/z5UsRZulJupfg86HP6rO5DupZudDjWbcAAtTRb09Rw\n9IYNRkckbIhFFXLp6elUqVKFIkWK8M477+Dh4cHu3bvx9fUFwNfXl4iICEAVcuUf2K/Ax8cn42vC\nOBbfUzFxoqokHB3VsJANzO1ZfM7/lpysZrNHjwZvb6OjeT7WkvPn1bdGXwBm/GX8lKDV53zYMBgy\nBFJSoG1btcDKwll9zu1Epv8m1jSNsLAw1q5dy8aNG7n+9yHB94YDTSYTp06dylIwDg4O7N+/n9On\nT9O8eXPq1KmTqSFGkyx9E0+yaBEMHKg+nzlTrVYVuvn0U7Uw+M03jY5EPCsHkwMzXp1B0LwgWvm0\norirHIKbZSaTOrrk8mVYsACaN4ft28HHx+jIhJXLdCG3evVqQkJCyJ8/P/Xq1aNSpUoPfd0cxZSn\npyfNmzcnPDycmjVrEhkZib+/P5GRkdSsWROA2rVrs2nTpoz7HD16NONrD+rRoweenp4AuLu7U7Vq\nVYKCgoD7f23IbfPevsdS4gkKCoL16wnt1k3dHjMGevSwrPhs/PbWrTB7diizZoHJZHw8z3s7KCjI\nouLJ7tv9qvej87jO/PeV/xoWz71/s4R8PNft2bPh2jVC166FwECC9uyB4sUtJz5reD+3odv3Pj99\n+jRZlenFDs2aNSNXrlwsW7bMrCNgV69excnJCXd3d65du8Yrr7zC+vXrmT9/PufOnWPMmDEMHToU\nLy8vhg4dyuXLlwkMDGTDhg2cOnWKwYMHy2IH8Xjh4WorgDt31NTGuHFGR2RXbt6EKlVg2jRo1szo\naERWJKUmUXlqZcY1GUcrn1ZGh2P97txR70nh4VCpklr54+5udFTCAuiy2GHfvn1069bN7NOYFy9e\npEGDBlSpUoXXX3+doUOHUqxYMfr378/Zs2fx8fEhJiaGfv36AVCkSBH69+9PgwYNGDBgABMmTDBr\nPCJrHv0rznBHj0KLFuqNs3t3mzyV3eJy/oh33lGz2LZUxFl6zs3NxcmFGS1n8M5v7xCfbMyiMpvK\neZ48aqGVry8cPKj+B0lMNDqqf7CpnNuwTE+tBgYGsmrVKtq0aWPWQCpVqvSPETUAV1dXVqxY8dj7\nDBw4kIH3ep6EeNT58+r81GvXVDE3c6aceaizn36Cv/5Sl7BuQZ5BNC7TmE+2fMKEZvKH83N74QVY\nvx5efln1ynXqBMuWyXJukWmZnlq9dOkSzZs3p02bNrRt2/ahlaP3OFjIL0uZWrVj169DvXpw5Ih6\no9y4Ef7e3kbo49w5qF5d7blcvbrR0QhzuJ54Hb8pfqzotIJaJWoZHY5tOHxYvVfduAG9esmZdXYu\nK3VLpgu5pxVpJpOJtLS0TAWRXaSQs1MJCerA6p07wc9P9Z8UKGB0VHYlPR0aN1ZtQB99ZHQ0wpwW\nHVzEmB1j2P3WbnI45jA6HNvwxx/qPSsxET7+GL780uiIhEF0KeQ+++yzpwYxYsSITAWRXaSQ09+D\nq8oMkZYG7dqpA6s9PNQbpBWen5oZhuf8Mb75Rs0Sbd2qtuyzNZaYc71omkazhc1o4NWAD+p8oNvz\n2nzOV6+G1q3Ve9jEifB//2d0RLafcwuUlbol05PxTyvkhDCMpsGgQaqIc3eHdetsvoizRAcPqk3s\nIyJss4izdyaTiaktplLz+5q0K98O7wJWvruzpXj1VdXH++abar/LEiXUxsFCPIVFnbVqbjIiZ2e+\n+QYGD4acOVVPXP36Rkdkd+7ehZo14b33ZONfWzd2x1g2ntrI+q7rZTN2cxo5Uk2vurjApk1Qp47R\nEQkd6XbW6q1bt/j4449p2LAhvr6+NGzYkE8//ZS4uLisPJwQz2/ZMrVHHMDcuVLEGeTzz8HTE3r0\nMDoSkd0GvTSI2IRYFh1cZHQotuXDD6FvX0hKglat4NgxoyMSFi7ThdzFixfx9fXl66+/JjIykhdf\nfJHIyMj/b+++42s83zCAX+ckEnu0YostiZVQiaggdlDjZ7T2VlSMCmrPoihJjARtjapRFBWbEMRI\nrNh7pbW3RBIy3t8fT4UQ5MQ573PG9f188pFzcpxz9Xaa3Hnf+30eTJo0CY6Ojrh9+7YhcpKJkLLu\n0IEDYhNPRQGmTAHatlU/g0TGstZTWJg4MzR/vvlfdGcsNZfJWmuNBV8tgM92HzyMeWjw17OYmms0\nwJw54lTro0eAlxdw546UKBZTcxOncyM3aNAgxMbG4ujRo7h58yY2bNiAW7du4ejRo4iJiYHPq6Mi\nRGq4dEn81hoXJ36L/eEH2YksUmws0LkzMHs2kC+f7DSkFteCrmhTrg2G7BgiO4p5sbYWizC6ugLX\nr4umLjpadioyUjrPyNnb26NTp074MZXLo0ePHo0lS5YgMjJSbwE/BWfkzNz9+0DVqsCVK2ID6r//\n5mKakgwaBNy+DaxYITsJqS3qRRSc5jphZauV8LD3kB3HvNy7J77HXb0qtkbZsIHf48ycKjNyMTEx\nKFSoUKpfK1SoEGJiYnR9SiLdxcaKI3FXrgCVKgF//slvcJLs2SPKP2eO7CQkQzbbbPDz8kPvjb0R\nnxgvO455yZNHXH3/+ediZe0+fcQICdEbdG7knJ2dMW3aNCQkJKS4PzExEdOnT4ezs7PewpHpUWWm\nIjFRzMQdOiTWitu4Ecia1fCva6RkzrFER4urU+fPFz9rLAVnh1Jq6dQS9jns4XvI12CvYbE1L1VK\nfI/LmFEMoaq4WLDF1tzE6NzITZo0CZGRkcibNy+++eYbzJgxA23atEG+fPlw48YNTJ482RA5iV4b\nMgRYuxbIkQPYvBnIn192Ios1ZAjg6SlGeMhyaTQazGk0B9P2T8ONJzdkxzE/7u5ibkGjAcaMEVfm\nE/0nXevIhYaGYtiwYTh8+DDi4+NhY2MDNzc3TJkyBdWMaM0bzsiZIX9/sUhZhgxiw+latWQnsljb\ntgHffgucPCl6aqJJeych/FY4/m7zt+wo5mnuXMDbW4yRbNwINGggOxHpmSpbdL0pMTERDx48gJ2d\n3Uf3YJWBjZyZWbdObL+lKMAffwDt28tOZLGePAHKlwcWLRJbRBIBwIuEF3Ce54ypdaeimWMz2XHM\n0w8/ANOmiXGSvXuBihVlJyI9Um1B4FesrKyQN29eo2ziSA6DzVQcOgS0ayeauB9/ZBP3BhlzLAMG\nAM2aWW4Tx9mh1Nla2yKwcSD6b+2P6Jf6XS6DNf/Pq7Uyo6OBxo2Bf/4x2Eux5qYhTR2YVqtFeHh4\n8udWVlbQarWpflhxc0XStytXgCZNxFpxPXoAI0bITmTR1q8XazBPnSo7CRmjWsVqoWaRmpiwZ4Ls\nKOZJqxWHwmvWFGv+NG4McFcli5amU6vjxo1Dz549UbBgQYwbN+6jT5qWx6iBp1bNwIMHwJdfioV/\nGzQAgoLEfBxJcf8+UKECsGYNt4Ck97v3/B7KBZRDcKdglM9bXnYc8/T4sVhj7sIFoH59MTPH740m\nT/UZOWPHRs7ExcaKc3cHDgAuLmIeJFs22akslqIArVsDxYoB06fLTkPGbv6R+Vh6cin2dt0LrYbj\nNwZx9aq4ovX+fXG2YsEC898fz8ypMiNXvHhxnDhxItWvnTp1CsWLF9f1KcmM6G2mIilJ7Pl04ABQ\nuDCwaRObuPdQa45l5Urg7Flg4kRVXs6ocXbo43p+0ROJSiIWHV+kl+djzVNRvLjY7eHVGnN6nndg\nzU2Dzo3c9evX8eLFi1S/9vz5c9y4wTWESA9++AFYvRrInl2sFVeggOxEFu3OHbHqy++/i58ZRB+j\n1WgR2DgQI3aNwIOYB7LjmC93d3EVv0YDDB8utlkhi6LzqVWtVotDhw7Bzc0txf2JiYmYPHkyAgIC\ncPv2bb2GTC+eWjVRc+YA/fqJtZK2bgXq1JGdyKIpilj1xdER4HrfpKtB2wbhSdwTLGy2UHYU8/bz\nz2KFbltbIDiYQ6wmymAzcr6+vpg5cyYA4ObNm7Czs4ONjU2Kxzx69AixsbHo0qULFi40jv9h2ciZ\noA0bgP/9T5xaXbIE6NRJdiKL9+efwPjxwLFjPBpHuot6EYUyAWWwrMUy1ChSQ3Yc86UoQN++QGCg\n2C/v0CGgZEnZqUhHBpuRK1asGOrUqYM6/x0ZcXV1Tb796qNbt26YN28eAgMDdU9OZuOTZioOHwba\ntBFN3PjxbOLSyJBzLPfvizXjFi1iE/cmzg6lXTbbbPBr4Ic+m/rgZeLLdD8Pa/4RGg0waxbQqBHw\n8OHrPz8Ba24arNPyoObNm6N58+bJt8eMGcOLGki/rl0TG3bGxopd2EePlp2IIHYD6tQJqFJFdhIy\nZS2cWmBhxEL4HvTFDx4/yI5jvqytxVVJNWoAERFA8+bAjh38LczMcfkRku/RI7FW3IULQL164gpV\nrock3dq1YnY6IgLIlEl2GjJ1Vx9fhdsvbjje6zgK5ygsO455u3lT/PZ186Y4y7FsmVhImIyequvI\nnTt3DpcuXcKTJ0/e+VonIzklxkbOBMTFieYtNFSsNLtvn7hSlaR6+FDspbpmjeixifRhfMh4nL5/\nGqtbr5YdxfydOAF4eIitvEaMACZNkp2I0kCVRi42NhbNmzfHjh073vuYpKQknUIYChs59YWEhMDT\n0zNtD05KEvun/vknULCgGM4tVMig+cyRTjVPow4dADs7wNdXr09rNgxRc0sQGx+LcoHlENg4EPVL\n1Nfp77Lm6bB1qxhZSUwU68x1767TX2fN1afKgsBBQUG4cOECVqxYAQBYtWoV5syZg3r16qF8+fI4\ne/asrk9JlmrECNHEZcsm1opjE2cUgoJET81f4EnfMmXIBH8vf/Tb0g8vElJfj5T0yMsLmDtXfN6r\nl5iXI7Oj8xG55s2bw83NDUOHDoWNjQ3Cw8NRuXJlAECVKlVQqVIlo7lylUfkjNi8eUCfPmI4d9Mm\nsVcgSff4sTilumyZ2JObyBCarmiKqoWqYnj14bKjWIYffgCmTRNjK/v3A+XKyU5E76HKEbng4GC4\nu7vD2toa+fLlw+PHj5O/NnDgQGzfvl3XpyRLs3GjWO8IEHsDsokzGoMGiQvd2MSRIfl7+WPGwRmI\nfBopO4plmDJFbJT87JlYluTWLdmJSI90buTs7Ozw7NkzAEDdunWxb9++5K9duHAB1tZpWtGEzNRH\n1x06cgT45hsxHzdmjFhqhD6JvtZ62rIFCAkBfvpJL09n1ri+1qcplqsY+lfpj++3fZ/mv8OafwKt\nViywXrUq8M8/QJMm4iKIj2DNTYPOjVy1atUQFhYGAKhXrx5+/PFH1KtXD61atcJPP/1kNFeskhG6\nfl0M3sbEiMXJxo2TnYj+8/SpGKH59Vcga1bZacgSDK02FBF3IrD18lbZUSxDpkzA338DxYuLbVra\ntRMXQZDJ03lG7vLly7h9+zaqV6+OxMRErF27FnPnzsWdO3fQsWNHeHt7I0eOHIbKqxPOyBmRx4/F\n3n/nzgG1a4vDP29t80byfPutWBh+/nzZSciSbLq4CQO3DcTpPqdha20rO45luHBBHJl7/FjsaT1r\nluxE9AZV15EzBWzkjMSLF0CDBsCePWLINjQUMJJmn4CdO8WqBKdOcQk/Ul/zlc3hWsAVI2uMlB3F\ncuzdK9bvfPkS8PMT+/CRUVDlYgeiD3lnpkJRgG7dRBNXoIBYZoRNnF59yhxLdDTQs6c4EscmLu04\nO6Q/fl5+8D3ki+tPrn/wcay5HtWoITZQBoDvvwfWr0/1Yay5aWAjR4Y1ahSwfLkYvNq0CSjMrXmM\nyahR4gpVLy/ZSchSFc1ZFAPdB+p04QPpQbt2wMSJ4pftdu2A/2bfyfSk6dSqVqtN8+E+jUaDRCMZ\noOSpVckWLBAT9FZWYskRdgtG5dAhoEUL4PRp4LPPZKchSxaXEIfygeXh7+WPRqUayY5jORQF6NED\nWLhQbOVy8CBQooTsVBYtPX1LmtYKGTNmjE4hiLBpk1jwFxCL/7KJMyovX4rv335+bOJIvozWGTG7\n4Wx4b/ZG7WK1kdE6o+xIlkGjEd+f//0X2L4daNgQOHAAyJ1bdjLSAS92IL0KCQmBZ9as4nxdTAww\nejQwYYLsWGYtPfshjh8PHD0qViPg71664x6UhtHizxaomK8iRtcc/c7XWHMDevZMzM2dOAF8+aW4\nAipTJtZcAtUudnj69ClGjhyJOnXqwNHREXXq1MHo0aOTFwomC3brFtC4sWjiOncWHQMZlTNngDlz\ngIAANnFkXHwb+MIvzA/XHl+THcWyZM8uLkQrXFgckevYUSzaTiZB5yNyt2/fRqVKlXD37l3ky5cP\nlStXxpEjR3Dnzh3ky5cPR48eRf78+Q2VVyc8Iqeyhw/Fb3MXL4pL2zdu5FpxRiYxEfDwED12796y\n0xC9a/K+yQi7GYa/2/wtO4rlOX1arPf57JnYr2/GDNmJLI4qR+QGDRqE2NhYHD16FDdv3sSGDRtw\n69YtHD16FDExMfDx8dH1KckcxMYCTZuKJs7ZGVizhk2cEQoIEP8s334rOwlR6nyq+uDc/XPYeHGj\n7CiWp1w5YN06IEMGYOZMLhZsInRu5Pbv3w9vb29UrFgxxYUNFStWRL9+/RAaGqrXgGQCEhOBDh2A\nAwcQYmcnLnTgomSqSetaTzduiHHFX34RWy9S+nF9LcOxtbbFnEZzMHDrQMQlxCXfz5qrpHZtcRUr\ngJABA0RjR0ZN52/nMTExKFSoUKpfK1SoEGJiYj45FJkYHx9g7Vqx0O/UqUDBgrIT0VsURZxKHTQI\nKF1adhqiD6tfoj7K5y2PmQdnyo5imTp0AH78UXzerp1Yq4iMls4zcnXq1MG1a9dw8eJFWFu/Xr0k\nMTERDg4OKFKkCIKDg/UeND04I6cCX1/RHdjYANu2AbzCySj98Qfw88/A4cPirAmRsbv2+Bpcf3HF\n8V7HUTgHFxJXnaKIGYxffxXLkRw8CJQsKTuV2VNlr9VDhw7Bw8MDOXLkQN26deHm5obDhw8jODgY\nT548QWhoKKpUqaJTCENhI2dgq1cDX38tPl++HGjbVm4eStX9+0D58uLak8qVZachSrsxu8fg4sOL\nWNlqpewolikhAWjSBNi6VTRxBw6IhYPJYFS52MHd3R0hISFwcnLC+vXrMWTIEKxfvx5OTk4ICQkx\nmiaODGzvXnGJOiBOp/7XxHGORX0fq/mAAeKfik2c/vB9ro5hHsNw8N+DCLkewppLEBIaCqxaBVSs\nCFy+LC5oi42VHYvekqadHd7m4eGB0NBQJCYm4sGDB7Czs4OW09OWIyJC/Jb24gXw3XfAkCGyE9F7\nbNoEhIcDJ0/KTkKku8wZMmNG/Rnov6U/fB18ZcexTNmyicP5VauKWbn27cXZGCsr2cnoP9zZgXRz\n5YpYZ+juXaBVK2DlSv4PbaSePROrCSxeLC5EIzJFiqKg7tK6aO7QHP2q9JMdx3KdOSMWoXzyRMzO\nzZvHFcUNQJVTq4mJiYiPj09x3+XLl7Fw4ULE8pCrebt9G6hfXzRxdeuKCXo2cUZrxAjxz8UmjkyZ\nRqPBLK9ZmLB3Au4/vy87juUqWxYICgIyZgQWLAB02IOdDEvnRq5t27bo3r178u01a9bAwcEBPXr0\nQLFixXDgwAG9BiQj8eSJ2FD56lUxbLV2LWBr+87DOMeivtRqvn+/WP5p+nT181gCvs/VVTZPWdRU\namLkrpGyo1iUd97nHh5iZs7KSixPwgWDjYLOjVxYWBgaNmyYfHvWrFlo1aoVrl69iooVK2L58uV6\nDUhG4NWuDSdOAA4OYk++bNlkp6L3iIsDevQQ32Nz5ZKdhkg/urh0QdDFIBy5dUR2FMvWpAnw22/i\n8wEDxIoFJJXOM3KZM2fGli1bULNmTVy5cgWlSpXC3r174eHhgZUrV2L8+PE4d+6cofLqhDNyepCQ\nALRsCWzYIBb6PXAAsLeXnYo+YPRoMc6ydq3sJET6tej4Iiw4tgD7u+2HVsML7KT6+WdxoZu1tTjl\n6uUlO5FZUGVGztHRERcvXgQABAUFIU+ePPDw8AAA5M6dG5GRkbo+JRmrpCSgZ0/RxH32GbB9O5s4\nI3fqFDB/PjBnjuwkRPrX2aUzFEXB0hNLZUehwYNFI/fql33u/iCNzo1c3bp14efnhyVLliAgICDF\nvNyVK1feu30XmRhFAfr3F5c8Zs4s1rEoU+ajf42zQ+p7VfOkJKBXL2DiRKBAAbmZzB3f5+oLCQmB\nVqPF7IazMTx4OJ7GPZUdyex99H0+dSrQpQsQEwM0bgycPatGLHqLzo1c3759UaFCBfTs2RMFCxaE\nt7d38tdWrlyJqlWr6jUgSaAo4retuXPFBQ3r1wPu7rJT0Uf88ov4s2dPuTmIDMm1oCsalWqECXsm\nyI5CGo34xtOkCfDokVjN4PJl2aksTrrXkYuNjUWmTJlS3Hfy5Enkz58fdkayhQdn5NJp1Chg0iSx\nKee6deI3LTJqd+6Ibbh27RJ/Epmze8/voWxAWeztshdOdk6y41BsrPg5sXs3ULiw2PmnaFHZqUyS\nKnutmhI2cunw449iWt7KSqze/b//yU5EadC2rfi+OWWK7CRE6vA/5I+NlzZie4ft0HBhWvmio8UF\nD/v3A8WKiWaOo1Y6U+ViB0VRsGfPHgwbNgxffPEFihUrhmLFiqF48eLJf5KJ+ukn0cRptcCyZelq\n4jg7pL5p00IQFib+6UgdfJ+r7+2af+f6HW5H3cb68+vlBLIAOr3Ps2YVS1O5ugLXrgF16ohTBWRw\nOu+1unHjRjRr1gy5cuVC9erVUf6t8zj8zcgEKQowbhwwYYKYeVi4EPjmG9mpKA1iYgA/P/FPljmz\n7DRE6slglQGzG85Gtw3d4FXSC5kyZPr4XyLDyp4d2LpVbCdz4oRo5nbtAvLmlZ3MrOl8arVhw4bI\nlCkT/vrrL6Nv2nhqNQ0UBfjhB7EFgFYLLFkCdOggOxWl0YgRYrONlStlJyGS4+vVX6OsXVmM9Rwr\nOwq9cv8+UKuWWNDSwQEIDhbrkNJHqTIjlz9/fgQEBOB/JjA7xUbuIxITxcrcc+eKRR1XrABatZKd\nitLo9GnxvfLkSSB/ftlpiOSIfBqJSvMr4ci3R1A0Z1HZceiVe/eAevXEN6jixcWRuSJFZKcyeqrM\nyNWsWRNBQUG6/jUyNrGx4vTp3LmAjY3YBkAPTRxnh9Tx5ppxFy6EyI5jcfg+V9/7am6fwx4D3QfC\nZ7uPuoEswCe9z/PkEVexfvGFOG1Qowbw32YCpF86N3J+fn6IiIjAxIkTcebMGSQlJb3zQUbu7l2x\n3s9ffwE5coiZhiZNZKciHfz6q2jmvv1WdhIi+QZ/ORgRdyKw8+pO2VHoTZ99Jk6rVq0KREaKP/ft\nk53K7Oh8alWr/XDvp9FokJiY+Emh9IWnVlMRFia2U7l5U1wavmULUK6c7FSkgzt3gAoVxPdHrhlH\nJGy4sAHDdg7Did4nkMEqg+w49KboaLFG0saN4gzQokVAu3ayUxklVWbkxo0b99EQY8cax9ApG7m3\nLFgA9OsHvHwJVKsm1onjcJXJaddObHn700+ykxAZD0VR0HBZQ3iV9MJA94Gy49DbEhOBgQNfbwQ9\nbtzr5a4oWbr6FsVIREZGKp6enkqZMmWUmjVrKsuWLVMURVGePXumNG3aVClcuLDSrFkzJSoqKvnv\n+Pv7KyVLllScnJyUffv2vfOcRvSfJ9ezZ4rSqZOiiGtUFcXbW1FevDDIS+3evdsgz0vCtm2KUqyY\nojx//vo+1lx9rLn60lLzc/fPKbmn5VbuRd8zfCALYJD3uZ+fomg04meRl5eiPHig/9cwYenpW9K0\njtzVq1d1ag7TsyhwhgwZ4OvrCxcXFzx48ABubm5o0qQJAgMDYW9vj1WrVsHHxwfz5s3D4MGDce/e\nPQQEBCA4OBjXrl1D//79cezYMZ1f1+wdPiwOaV+5AmTKBAQGAp07y05F6RAbC/TpI65P4ZpxRO9y\nzO2IjhU6YuSukVjQZIHsOJSaAQMAR0egfXsxn12pkjg75OYmO5npSku3p9Fo0vyh1Wp17iZTckcz\n6AAAIABJREFU89VXXynBwcFKy5YtlePHjyuKoihHjx5VWrVqpSiKomzYsEEZMGBA8uNdXFyUZ8+e\npXiONP7nmaf4eEWZNElRrK3Fbz7Ozopy9qzsVPQJRoxQlK+/lp2CyLg9jn2s5J2eVzl265jsKPQh\nN24oSpUq4udThgzi51V8vOxU0qWnb0nTEbmFCxcatpt8y+XLl3HmzBm4ubmha9eucHR0BAA4Ojoi\nPDwcABAWFgYnp9ebJTs4OCA8PBx16tRRNatROnEC6NYNeHWEcuBAsQlnxoxyc1G6nTkjRhxPnpSd\nhMi45cyYExNrTUT/rf2xt8teo1+43mLZ24v9WIcMAWbNAkaOFBdDLF0KlCghO51JSVMj16VLFwPH\neC0qKgrffPMNfH19kTVrVp2G/lL7H7ZLly4oWrQoACBnzpxwcXGBp6cngNdr5JjN7e3bgaVL4bly\nJZCQgJC8eQEfH3gOGaJanoiICAwcONA46mEmt2vU8ESvXkCHDiG4cAHInz/l11/9HWPJawm33669\n7DyWcNvPzy/N37+7VeyGacumYezisZjQdYJR5DfF26p8P/f3Bxo3Rki7dsDBg/B0dgZmzkRIqVKA\nRmNU9TDE7VefX79+Hemm/wOD6ffy5UulXr16iq+vb/J9LVq0UI4dE4fIjxw5orRs2VJRFHFqtX//\n/smPc3Z2tuxTq7t3K0qZMq8vaOjbV1zkoHqM3aq/prlbsECcgUhMTP3rrLn6WHP16VrzfTf2KYVn\nFlaiX0QbJpAFUPV9/vChorRp8/pnWN26inLpknqvbyTS07fovPyIoSiKgs6dOyN37tyYOXNm8v3T\npk3DP//8g2nTpmHw4MEoVqwYBg8ejLt376JmzZrYvn07rl69ikGDBr1zsYNFLD8SGSkOTa9aJW6X\nKgX89htQvbrcXKQXd++KteJ27hRrxxFR2rX7qx1KflYSE2pNkB2F0mrlSqBvX+DRI8DWVpxyHTpU\nfG4BVFlHzlBCQ0NRo0YNVKhQIfkU6ZQpU1CtWjV06NABx48fR6VKlfDHH38ga9asAAB/f3/Mnj0b\nNjY2mD9/Pqq/1byYdSMXGwv8/LOYfYuNFVekDh8ODB4sPiez0L69WLd56lTZSYhMz7/P/oXLPBfu\nw2pq7t8XByiWLBG3HRyAgACgdm25uVRg0o2cIZhlI5eQIN7c48cD//wj7vv6a2D6dDE8KllISEjy\nDAB9mu3bxX6qp08DWbK8/3GsufpYc/Wlt+YT90zEyXsnsbr1av2HMnPS3+chIWLNpfPnxe1mzYBp\n04DSpeVlMrD09C1aA2UhfUtKEmvtlCsH9OghmjhnZ/FG//NPo2jiSH9iY4HvvhO/hH6oiSOiDxv8\n5WAcuXUEu6/tlh2FdOXpCUREAJMmiW+Ef/8NlC0rdih68EB2OqPBI3LGLikJWL8e+PFH4PhxcV+J\nEsDEicA333B7EzM1ahRw8eLr0UciSr+/zv6F8XvG41ivY7DWpmmxBjI2t28DY8eKGfCkJCB7djFK\n1L8/kCOH7HR6w1OrbzHpRu7lS2DZMjEcdeGCuK9AAfFG7toVyMBNoc3VmTPiF9ETJ8Q/ORF9GkVR\nUOf3OmhVphW+c/1Odhz6FKdOifm5bdvE7Vy5gEGDxFE6M2joeGrVHDx6JC5iKFFCLOp74QJQpIjY\naPjyZeDbb426iXtzbRzSXVIS0Lu3GIFMaxPHmquPNVffp9Rco9HA38sf4/eMx6PYR/oLZeaM8n1e\nvrzY2mvXLqBGDeDxY2D0aKBoUfGN8/592QlVx0bOWBw/DnTvDhQsKH7b+PdfMQuwdClw6ZK4HJtX\no5q9hQuB+HhxkQMR6U/5vOXRyqkVxu4eKzsK6UOtWsCePcDu3aKhe/IEGDdOzIv36vX6AgkLwFOr\nMj19KoagFi0CDh58fb+XF+DtDTRsyBk4C/JqzbgdO8R1LESkXw9jHsJprhN2dd6FcnnKyY5D+rRn\nj1i9YdOm1/d99ZU4CFKvHmBlJS+bDjgj9xajbOQSE4HgYGDxYmDdOiAuTtyfI4eYffvuO7GoL1mc\nDh3E6dRp02QnITJfc8PnYu35tdjZcSf3YTVH584Bfn7A77+//vlapIhY7aFrV3HWy4hxRs5YJSSI\npfl79xY/qRs0AFasEG8yT0/R1N28Cfj6mnwTZ5QzFSZgxw5g/35xLYuuWHP1sebq01fNe1XuhXvP\n72Hd+XV6eT5zZpLvcycnYP58sevRpElAsWLAjRtijs7eXhylW7ECeP5cdlK9YSNnKE+eAGvWiAsW\n8uUTh3bnzwfu3RMXMowfD1y7Js7vd+7MxcIs2Ks14+bO5duAyNCstdbw9/KHz3YfxMbHyo5DhmJn\nB4wYIS4S3L4daNVKjCpt2gS0awfkySP+3LgRePFCdtpPwlOr+vLyJXDsmLiSZssWMfOWmPj6646O\n4o3UsqUYgOIhffrP6NFiLnc1F54nUk3LVS1RMV9FjKoxSnYUUsu9e2IuffnylHPpWbOKM2XNmgGN\nGgGffy4tImfk3mLQRu7RI9G4hYYC+/aJN0XsG7/dWVsD1aqJCxeaNBFXoBK95exZoGZNrhlHpLZr\nj6/B9RdXRPSOQKHshWTHIbVdvQqsXCkauxMnXt9vZQW4uwN16gB16wJVqgA2NqrFYiP3Fr00cgkJ\nwPXrYoDy9GnRvB09Kk6Lvs3JSVwG3aCBeBNkz/5pr22CpO/NZ0KSkkQT16aNuLAqvVhz9bHm6jNE\nzUfvGo2rT65iWYtlen1ec2Ex7/MbN4CgIGDDBjHulJDw+mtZsgAeHuLAjLs74OZm0IWH09O3WPZe\nJYoiLjh48EDsXfr2x8WLYg23ly/f/bsZMwIuLqJbr1FD/EPnyaP+fwOZrEWLxFurd2/ZSYgs0zCP\nYXCc64j9kftRzb6a7DgkS5EiYskvb2+xLNiePWJ1ieBgsdXOtm2vd5LQaIAyZYDKlYEKFV5/SPz5\nb/5H5Fq1Eiusvvp49kxciPD4sfgztSbtbYUKiaNtTk5ApUriw8lJnD4lSod794By5cQMrouL7DRE\nlmv5qeWYcXAGwnuEw0prGmuNkYru3BGN3aFDYoTq2DHRS7zNzg4oWVJ8lCgh/ixcWFzsmC8fkC1b\nmmbjeWr1LRqNBh/9j7OxEYONhQqJor/5Ubw44OAg/gGI9KhjR/H/9vTpspMQWTZFUVB9UXV0cemC\nHpV6yI5Dxi4uDoiIEB8nT77+iIr68N/LlEl808+TR/QUWbKIj6xZxZ+2toBWC83kyWzk3qTRaKD8\n+afYm/TVR/bsQM6c4iNXLnGKlPTGYmYqPsHOnWJtyjNn9LPcCGuuPtZcfYas+bHbx9B4eWOc73se\nOTKa/sbr+sL3eRopithW88oVsdzJlSvi4+ZNsWXP7dtATEyankoDcEbuHV9/LTsBUbK4OKBPH2DO\nHK4ZR2QsKuWvhK9KfYUJeyZgRoMZsuOQqdFoXp/Je1/jGx0tTtPeuyc+f/485Z8vX4or4EaP1v3l\nzf6InPn+55EJGjNGLDmyZo3sJET0pnvP76FsQFns67oPjrkdZcchC8UZubewkSNjcu6cuMA5IsLo\nt/sjskgzD87Ejqs7sLndZu7DSlJwr1WSziT35lNBUhLQq5fYS1XfTRxrrj7WXH1q1NzbzRvXHl/D\npkubDP5apoDvc9PARo5IBYsXv56PIyLjZGNlAz8vP3y/7Xu8SDDt/TfJcvDUKpGBcc04ItPSZEUT\n1LCvgSHVhsiOQhaGM3JvYSNHxqBTJ7F00M8/y05CRGlx6eElVP2tKk5/dxr5suaTHYcsCGfkSDrO\nVKQUHCwWBR83znCvwZqrjzVXn5o1L/V5KXSr2A3Dg4er9prGiO9z08BGjshAXs3EzZ0rFu8mItMx\nqsYobLu8DeE3w2VHIfognlolMpCxY4HTp4G//pKdhIjSY3HEYsw7Mg8Huh+AVsPjHmR4PLVKZCTO\nnwcCAoBZs2QnIaL06uTcCQoULDu5THYUovdiI0d6xZkKse1er15iFwc1Fv5lzdXHmqtPRs21Gi38\nvfwxLHgYol58ZFN0M8T3uWlgI0ekZ4sXi/2Rv/tOdhIi+lTuhdxRp1gdTN43WXYUolRxRo5Ij+7f\nF2vGbd0KVKwoOw0R6cOtqFuoEFgBh3ocQsnPSsqOQ2aM68i9hY0cqa1zZyB3bmDGDNlJiEiffgr9\nCQf+OYANbTfIjkJmjBc7kHSWPFOxaxcQEgKMH6/u61pyzWVhzdUnu+bfu3+Ps/fPYuvlrVJzqEl2\nzSlt2MgR6UFcHNC7NzBnDteMIzJHtta28PPyw8CtA/Ey8aXsOETJeGqVSA/GjQNOngTWrpWdhIgM\nRVEUNF7eGHWK1YHPlz6y45AZ4ozcW9jIkRrOnwc8PICICKBQIdlpiMiQLjy4AI9FHjjV5xT3YSW9\n44wcSWdpMxWKIk6pjhkjr4mztJobA9ZcfcZSc4fcDujq0hUjgkfIjmJwxlJz+jA2ckSfYMkSIDoa\n6NtXdhIiUsuoGqOw7Qr3YSXjwFOrROn04AFQtiywZQtQqZLsNESkpiURSxBwJAAHux/kPqykNzy1\nSqSiwYOB9u3ZxBFZoo7OHaGBBr+f+F12FLJwbORIryxlpmL3brFu3IQJspNYTs2NCWuuPmOruVaj\nxeyGszE8eDiexj2VHccgjK3mlDo2ckQ6evGCa8YREeBa0BWNSjbCxL0TZUchC8YZOSIdjR8vlhpZ\nt052EiKS7W70XZQLLId9XffBMbej7Dhk4riO3FvYyJG+XbgAVKsGHD8OFC4sOw0RGQPfg77YemUr\ntrbfCo1GIzsOmTBe7EDSmfNMxas140aPNq4mzpxrbqxYc/UZc8293bzxz9N/EHQxSHYUvTLmmtNr\nbOSI0mjxYiAqCvD2lp2EiIxJBqsM8Pfyx/fbvkdcQpzsOGRheGqVKA3u3wfKleOacUT0fv/7839w\nLeCKEdXNf9cHMgzOyL2FjRzpS6dOgJ0dMGOG7CREZKyuPr4Kt1/cENE7AoWyc+Nl0h1n5Eg6c5yp\n2LkT2LtXXK1qjMyx5saONVefKdS8eK7i6F25N37Y+YPsKHphCjUnNnJEHxQbyzXjiCjthnsMx94b\nexEaGSo7ClkInlol+oBRo8SSI6tXy05CRKZi5emVmLp/Ko70PAIrrZXsOGRCeGqVSI/OnAHmzwf8\n/WUnISJT8k3Zb5DNJht+Pfar7ChkAdjIkV6Zy0xFUhLw7bdiL9UCBWSn+TBzqbkpYc3VZ0o112g0\nmNVwFsaEjMGj2Eey46SbKdXckrGRI0rFr7+KZq5XL9lJiMgUueRzQUunlhi7e6zsKGTmOCNH9JY7\nd4AKFYDgYKB8edlpiMhUPYx5CKe5TgjuFIzyefnNhD6OM3JEejBwINC9O5s4Ivo0n2f+HOM8x6H/\n1v48qEAGw0aO9MrUZyq2bAEOHxb7qZoKU6+5KWLN1WeqNf/2i2/xKPYR1pxdIzuKzky15paGjRzR\nf54/B777DggMBDJnlp2GiMyBtdYas7xmYfCOwYiJj5Edh8wQZ+SI/jN0KHDzJrBsmewkRGRu2qxp\ng1KflcLE2hNlRyEjxr1W38JGjtIqIgKoXx84fRrIk0d2GiIyN/8++xcu81xwqMchlPyspOw4ZKR4\nsQNJZ4ozFYmJYpmRyZNNs4kzxZqbOtZcfaZe80LZC2FotaHov8V0Lnww9ZpbCjZyZPECAwFbW6Bb\nN9lJiMicDXQfiGtPrmHDhQ2yo5AZ4alVsmg3bwIuLsDevYCTk+w0RGTudl7diZ5BPXH2u7PIlCGT\n7DhkZHhqlUhH/fuLK1XZxBGRGuoWrwvXAq74KfQn2VHITLCRI70ypZmKDRvExQ3Dh8tO8mlMqebm\ngjVXnznVfEb9GZh7eC6uPLoiO8oHmVPNzRkbObJIz54B3t7AvHlAxoyy0xCRJSmcozAGfzkYA7YO\nkB2FzIDRNHLdunVD3rx5Uf6NfZGioqLQrFkz2Nvbo3nz5oiOjk7+2qxZs1CqVCmUKVMGoaGhMiJT\nKjw9PWVHSJMRI8RyI7VqyU7y6Uyl5uaENVefudV8UNVBuPToEoIuBMmO8l7mVnNzZTSNXNeuXbF1\n69YU9wUGBsLe3h6XLl1CoUKFMG/ePADAvXv3EBAQgODgYAQGBqJ///4yIpOJ2r8fWLsWmD5ddhIi\nslQ2VjaY3XA2BmwdgNj4WNlxyIQZTSNXvXp15MqVK8V94eHh6N69O2xtbdGtWzeEhYUBAMLCwuDl\n5QV7e3vUrFkTiqIgKipKRmx6i7HPVLx4AfTsCcyaBbz1djNZxl5zc8Saq88ca16/RH1Uyl8J0/ZP\nkx0lVeZYc3NkNI1cag4fPgxHR0cAgKOjI8LDwwGIRs7pjcsMHRwckr9G9CGTJwMODkDLlrKTEBEB\nMxvMxKzwWbj6+KrsKGSirGUH+BBd1lLRaDSp3t+lSxcULVoUAJAzZ064uLgkn/d/9dsGb+v39ivG\nkufV7UWLQuDnB5w96wmNRn4e3jbd256enkaVxxJuv7rPWPLo87ZPVR90mNkBk+tMNoo8b95+xVjy\nmNvtV59fv34d6WVUCwJfv34dTZo0walTpwAALVu2xKhRo1CxYkUcPXoUU6ZMwZo1axAUFISdO3fC\n398fAODi4oJ9+/YhW7ZsKZ6PCwLTK4mJQLVqQNeuYjsuIiJj8SLhBcoHlodvA180Lt1YdhySyOwW\nBK5SpQoWLlyI2NhYLFy4EO7u7gAANzc3bNu2DZGRkQgJCYFWq32niSM53v4tzljMnSu24erZU3YS\n/TPWmpsz1lx95lxzW2tbzG44G/239kdcQpzsOMnMuebmxGgaubZt2+LLL7/ExYsXUbhwYSxatAh9\n+vRBZGQkHBwccPPmTfTu3RsAkDdvXvTp0we1a9fGd999l3xkjig1N24AEyYACxYAWqN5xxMRvdag\nZAM453U22gsfyHgZ1alVfeOpVVIUoFEjoHp1sXYcEZGxuvHkBiotqIQjPY+gWK5isuOQBGZ3apXo\nUy1fDty6BQwZIjsJEdGHFclZBD5VfdBvSz8ehKA0YyNHemVMMxX37wM+PsBvvwEZMshOYzjGVHNL\nwZqrz1JqPvjLwbj6+CrWn18vO4rF1NzUsZEjs/X990CHDkDlyrKTEBGljY2VDQIbB6L/1v6IesGF\n7unjOCNHZmnLFqBvX+DUKSBLFtlpiIh002V9F3ye6XPMaDBDdhRSUXr6FjZyZHaio4Fy5YBffwXq\n1pWdhohId/ef30fZgLLY3nE7XPK5yI5DKuHFDiSdMcxUjBwJ1KplOU2cMdTc0rDm6rO0mttlscPk\nOpPRe2NvJClJUjJYWs1NFRs5Miv79wOrVwM//yw7CRHRp+lWsRustFb45egvsqOQEeOpVTIbsbGA\niwswZQrQooXsNEREn+7U3VOo83sdnOpzCnmz5pUdhwyMM3JvYSNnWYYMASIjgT//lJ2EiEh/hu4Y\nitvRt7H0f0tlRyED44wcSSdrpiIsDFi6FJgzR8rLS8U5FvWx5uqz5JqPrTkWe2/sxa5ru1R9XUuu\nuSlhI0cmLy4O6NoVmDULsLOTnYaISL+y2GTB7Iaz0WdTH7xIeCE7DhkZnlolkzd8OHDxIrBmDaDR\nyE5DRGQYzVc2R+UClTGqxijZUchAOCP3FjZy5u/IEaBxY+DkSSAv54CJyIxFPo1EpfmVcKjHIZT8\nrKTsOGQAnJEj6dScqXjxQpxS9fW17CaOcyzqY83Vx5oD9jnsMcxjGPpu7qvKQQrW3DSwkSOTNWkS\nULw40Lat7CREROoYUGUA7kTfwcrTK2VHISPBU6tkko4fBxo0AE6cAPLnl52GiEg94TfD0WxlM5zu\ncxqfZ/5cdhzSI55aJYvw8qU4pTp9Ops4IrI8bgXd8E3Zb+Cz3Ud2FDICbORIr9SYqfjpJ6BgQaBT\nJ4O/lEngHIv6WHP1seYp/Vj7R4RcD8GOKzsM9hqsuWlgI0cm5dgxsejv/PlcaoSILFdWm6wIbByI\n3pt6IyY+RnYckogzcmQy4uKAypWBYcOADh1kpyEikq/92vYokLUAptefLjsK6QHXkXsLGznzMnQo\ncOUKF/4lInrl/vP7KBdYDpvbbcYXBb6QHYc+ES92IOkMNVMRGir2Up03j03c2zjHoj7WXH2seers\nsthher3p6BHUA/GJ8Xp9btbcNLCRI6MXHQ107iyaOO6lSkSUUscKHWGX2Q6+h3xlRyEJeGqVjF6f\nPkBsLLB4sewkRETG6drja3D9xZXbd5k4nlols7NtG7B5M+DvLzsJEZHxKparGIZ7DMe3Qd/yAIaF\nYSNHeqXPmYrHj4EePYCFC4EcOfT2tGaHcyzqY83Vx5p/3AD3AXge/xzzj87Xy/Ox5qaBjRwZrX79\ngObNgTp1ZCchIjJ+1lprLGq2CKN3j8b1J9dlxyGVcEaOjNKaNcCIEUBEBJA5s+w0RESmY2roVGy/\nuh07Ou6AVsPjNaaEM3JkFv79F+jbVyw3wiaOiEg3Pl/6IPplNOYf0c8pVjJubORIrz51piIpSSw1\n0r8/UKWKfjKZO86xqI81Vx9rnnbWWmssbrYYo3ePxrXH19L9PKy5aWAjR0Zl5kzg5UuxDRcREaWP\nk50Thnw5BN03dEeSkiQ7DhkQZ+TIaBw/DjRoABw+DBQpIjsNEZFpS0hKQLWF1dDFuQv6uPaRHYfS\ngDNyZLJiYoB27QA/PzZxRET6oK9TrGTc2MiRXqV3pmLwYOCLL0QzR7rhHIv6WHP1sebp42TnhKHV\nhqbrFCtrbhrYyJF0QUHAli3A3LmykxARmR+fqj6IiY9B4OFA2VHIADgjR1LduiWOxK1eDXh4yE5D\nRGSeLjy4AI9FHgjtGgqH3A6y49B7cEaOTEpiItC+PdCnD5s4IiJDcsjtgAmeE9B+bXvEJ8bLjkN6\nxEaO9EqXmYqJEwGtFhg50nB5LAHnWNTHmquPNf90vSv3Rt6seTF+z/g0PZ41Nw1s5EiKXbuABQuA\nZcsAKyvZaYiIzJ9Go8HCpgvx2/HfEBoZKjsO6Qln5Eh1d+8ClSoBS5YAdevKTkNEZFk2XNiAAVsH\n4ETvE8hum112HHpDevoWNnKkqqQkwMsLcHMDfvxRdhoiIsvUK6gXXiS+wOLmi2VHoTfwYgeS7mMz\nFT/9BMTFAePGqRLHInCORX2sufpYc/2a2WAmDvxzAKvPrH7vY1hz08BGjlSzbx8waxawfDlgbS07\nDRGR5cpikwV/tPgD3lu88e+zf2XHoU/AU6ukijt3gMqVgV9+ARo2lJ2GiIgAYMq+Kdh8eTN2d94N\nay1/w5aNp1bJKMXHA19/DfTowSaOiMiY/ODxAzJnyIyxu8fKjkLpxEaO9Cq1mYohQ4Bs2YAxY9TP\nYwk4x6I+1lx9rLlhaDVaLP3fUiw+sRjbr2xP8TXW3DSwkSODWrFC7KX6xx9i8V8iIjIuebLkwR//\n+wOd13fGrahbsuOQjjgjRwZz6hRQuzawcyfg7Cw7DRERfcj4kPEIuRGCnR13wkrLldpl4IwcGY3H\nj4EWLQBfXzZxRESmYFSNUdBAgwl7JsiOQjpgI0d6FRISgvh4oHVr4KuvgA4dZCcyf5xjUR9rrj7W\n3PCstFZY3nI5fjv+GzZe3Miamwg2cqRXigL07w/Y2gI//yw7DRER6SJf1nxY3Xo1uv3dDf88/Ud2\nHEoDzsiRXs2eDcyfDxw4AGTnFn5ERCbpl6O/wPeQL8J6hCGbbTbZcSwG91p9Cxs5dW3dCnTtKpq4\nYsVkpyEiok/RK6gX7sfcx5qv10Cr4Qk8NfBiB5Lm3DmgUydgxIgQNnEq4xyL+lhz9bHm6muZuSVu\nR9/GT6E/yY5CH8BGjj7ZrVtAo0bA9OlA+fKy0xARkT7YWNngr6//QsDhAPx9/m/Zceg9eGqVPsnT\np0DNmmILrhEjZKchIiJ9O3zzMBotb4Qt7begcoHKsuOYNc7IvYWNnGG9eAF4eQFly4qLHDQa2YmI\niMgQ1p9fj76b++JAtwMokrOI7DhmizNypJrERKBjRyB3bsDf/3UTxzkW9bHm6mPN1ceaq+/Nmjd3\nbI7BVQej8fLGeBr3VF4oegcbOdJZUhLQrRvw6BGwdClgxZ1ciIjM3kD3gahVtBaarWyG2PhY2XHo\nPzy1SjpJSgJ69QIuXQI2bwYyZ5adiIiI1JKYlIhO6zvhadxTrP1mLWysbGRHMis8tUoGpShAv37A\n2bPAxo1s4oiILI2V1gqLmy2GVqNFp3WdkJiUKDuSxWMjR2mSmAj07g0cOSKOxGXNmvrjOMeiPtZc\nfay5+lhz9b2v5hmsMmBV61W49/wevg36FklKkrrBKAU2cvRRcXFieZErV4CdO4EcOWQnIiIimTJa\nZ8Tfbf7G5ceX0XFdR8QnxsuOZLE4I0cf9OwZ0Lw58PnnwB9/ALa2shMREZGxiI2PRavVrWClscKq\n1quQ0Tqj7EgmjTNypFfXrwPVqwOlSgErV7KJIyKilDJlyIR136xD5gyZ0XBZQy5NIgEbOUrV7t2A\nuzvQtSswb17alxjhHIv6WHP1sebqY83Vl9aa21jZYFmLZShrVxbuv7nj4sOLhg1GKZh0I7d37144\nOTmhVKlSmD17tuw4ZuHlS2DkSKBdO2DZMmDgQN12bIiIiDBcOEoVa64+1lx9rLn6dKm5ldYKcxrN\nwSD3QfBY6IF159YZMBm9yaQbuQEDBmD+/PnYuXMn5s6diwcPHsiOZNIOHhRH4U6eBCIigDp1dH+O\nJ0+e6D8YfRBrrj7WXH2sufrSU/OeX/TEhrYbMHTnUHRY2wGPYh8ZIBm9yWQbuadPxXn4GjVqoEiR\nIqhfvz7CwsIkpzJNJ04ArVuLK1MHDgQ2bADy5pWdioiITJF7IXdE9IrAZ5k+g9NcJ/ge9EXUiyjZ\nscyWtewA6XX48GE4Ojom3y5TpgwOHTqExo0bp3jcV1+pncx0KIrYoSEuDujbF1iy5NPT5kL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"text": [ "" ] } ], "prompt_number": 5 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Past orbital parameters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `orbital.py` code allows us to look up the orbital parameters for Earth over the last 5 million years. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Make reference plots of the variation in the three orbital parameter over the last 1 million years" ] }, { "cell_type": "code", "collapsed": false, "input": [ "kyears = np.linspace( 0., 1000., 1001 )\n", "orb = orbital.lookup_parameters( kyears )" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Python object `orb` now holds 1 million years worth of orbital data, total of 1001 data points for each element: eccentricity `ecc`, obliquity angle `obliquity`, and solar longitude of perihelion `long_peri`." ] }, { "cell_type": "code", "collapsed": false, "input": [ "print orb\n", "print shape( orb['ecc'] ), shape( orb['long_peri'] ), shape( orb['obliquity'] )" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "{'long_peri': array([ 281.37, 264.26, 247.23, ..., -16405.83, -16421.71,\n", " -16437.54]), 'ecc': array([ 0.017236, 0.017644, 0.018024, ..., 0.038114, 0.036953,\n", " 0.035765]), 'obliquity': array([ 23.446, 23.573, 23.697, ..., 23.877, 23.835, 23.778])}\n", "(1001,) (1001,) (1001,)\n" ] } ], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [ "fig = figure( figsize = (10,10) )\n", "ax1 = fig.add_subplot(3,1,1)\n", "ax1.plot( kyears, orb['ecc'] )\n", "ax1.set_title('Eccentricity $e$', fontsize=18 )\n", "ax2 = fig.add_subplot(3,1,2)\n", "ax2.plot( kyears, orb['ecc'] * np.sin( np.deg2rad( orb['long_peri'] ) ) )\n", "ax2.set_title('Precessional parameter $e \\sin(\\Lambda)$', fontsize=18 )\n", "ax3 = fig.add_subplot(3,1,3)\n", "ax3.plot( kyears, orb['obliquity'] )\n", "ax3.set_title('Obliquity (axial tilt) $\\Phi$', fontsize=18 )\n", "ax3.set_xlabel( 'Thousands of years before present', fontsize=14 )\n", "show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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3Co2GVj4lJFDeBq9EY6WJiaF6h0pr3542Mlfali10kWVnZ3wbtWrRooPvvpOu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68nQkcSVOZOl8ABlU+aqKQ1NNACOGECjb3TTwfefz+xjYykuShptubOMWOoRiiP6uq4PxqD6sQc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\nI33wwQf0yy+/UE5ODr3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"text": [ "" ] } ], "prompt_number": 8 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Annual mean insolation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Create a large array of insolation over the whole globe, whole year, and for every set of orbital parameters." ] }, { "cell_type": "code", "collapsed": false, "input": [ "lat = linspace(-90, 90, 181)\n", "days = linspace(1.,50.)/50 * clim.days_per_year\n", "Q = orbital.daily_insolation(lat, days, **orb)\n", "print Q.shape" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "(181, 50, 1001)\n" ] } ], "prompt_number": 9 }, { "cell_type": "code", "collapsed": false, "input": [ "Qann = mean(Q, axis=1) # time average over the year\n", "print Qann.shape\n", "Qglobal = empty_like( kyears )\n", "for n in range( kyears.size ): # global area-weighted average\n", " Qglobal[n] = sum( Qann[:,n] * cos( deg2rad(lat) ) ) / sum( cos( deg2rad(lat) ) )\n", "print Qglobal.shape" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "(181, 1001)\n", "(1001,)" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n" ] } ], "prompt_number": 10 }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are going to create a figure showing past time variations in three quantities:\n", "\n", "1. Global, annual mean insolation\n", "2. Annual mean insolation at high northern latitudes\n", "3. Summer solstice insolation at high northern latitudes" ] }, { "cell_type": "code", "collapsed": false, "input": [ "fig = figure( figsize = (10,14) )\n", "\n", "ax1 = fig.add_subplot(3,1,1)\n", "ax1.plot( kyears, Qglobal )\n", "ax1.set_title('Global, annual mean insolation', fontsize=18 )\n", "ax1.ticklabel_format( useOffset=False )\n", "\n", "ax2 = fig.add_subplot(3,1,2)\n", "ax2.plot( kyears, Qann[160,:] )\n", "ax2.set_title('Annual mean insolation at 70N', fontsize=18 )\n", "\n", "ax3 = fig.add_subplot(3,1,3)\n", "ax3.plot( kyears, Q[160,23,:] )\n", "ax3.set_title('Summer solstice insolation at 70N', fontsize=18 )\n", "\n", "show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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rCwCQlZWFnj17wtXVFRMnTiy33aeffhpt2rRBmzZt4OfnhzZt2kjwUpiWTZwI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E/P3fu+1+VeTMtIi3ttLEMnSofrLQKWe+yVncuDORnA0aRHa/je0QB3xCAGBWQ8TFJIlszRMn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\ngDxmz6aA59GjzfEx48fTcePHFyb71BV86YOQDBDgA1d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ZbF73mg8tNHxUURTyfV+e5ylJ\nkm+Pgz92u50cx1EQBArDUGEYKs9znc9nxXGsTqej6XSqy+XyPLNareR5nnq9nsqy/OL0+K0oiue2\nJvk1R1VVGg6HCoJA8/lc1+uV/BoiTVNFUaTBYKDlcqn7/U52FpvNZmq1WnJdV+12W+v1+q28jsej\n+v2+ut2uFovFy3v5hBYAAMAi1j1rAgAA/GeUMwAAAItQzgAAACxCOQMAALAI5QwAAMAilDMAAACL\nUM4AAAAsQjkDAACwyA9n3yvwH4iKtQAAAABJRU5ErkJggg==\n", "text": [ "" ] } ], "prompt_number": 11 }, { "cell_type": "markdown", "metadata": {}, "source": [ "And comparing with the plots of orbital variations above, we see that\n", "\n", "1. Global annual mean insolation variations on with eccentricity (slow), and the variations are very small!\n", "2. Annual mean insolation varies with obliquity (medium). Annual mean insolation does NOT depend on precession!\n", "3. Summer solstice insolation at high northern latitudes is affected by both precession and obliquity. The variations are large." ] }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "Insolation changes between the Last Glacial Maximum and the end of the last ice age" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Last Glacial Maximum or \"LGM\" occurred around 23,000 years before present, when the ice sheets were at their greatest extent. By 10,000 years ago, the ice sheets were mostly gone and the last ice age was over. Let's plot the changes in the seasonal distribution of insolation from 23 kyrs to 10 kyrs." ] }, { "cell_type": "code", "collapsed": false, "input": [ "orb_0 = orbital.lookup_parameters( 0 ) # present-day orbital parameters\n", "orb_10 = orbital.lookup_parameters( 10 ) # orbital parameters for 10 kyrs before present\n", "orb_23 = orbital.lookup_parameters( 23 ) # 23 kyrs before present\n", "Q_0 = orbital.daily_insolation( lat, days, **orb_0 ) \n", "Q_10 = orbital.daily_insolation( lat, days, **orb_10 ) # insolation arrays for each of the three sets of orbital parameters\n", "Q_23 = orbital.daily_insolation( lat, days, **orb_23 )" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 12 }, { "cell_type": "code", "collapsed": false, "input": [ "fig = figure( figsize=(20,8) )\n", "\n", "ax1 = fig.add_subplot(1,2,1)\n", "Qdiff = Q_10 - Q_23\n", "CS1 = ax1.contour( days, lat, Qdiff, levels = arange(-100., 100., 10.) )\n", "ax1.clabel(CS1, CS1.levels, inline=True, fmt='%r', fontsize=10)\n", "ax1.contour( days, lat, Qdiff, levels = (0,0), color = 'k' )\n", "ax1.set_xlabel('Days since January 1', fontsize=16 )\n", "ax1.set_ylabel('Latitude', fontsize=16 )\n", "ax1.set_title('Insolation differences: 10 kyrs - 23 kyrs', fontsize=24 )\n", "\n", "ax2 = fig.add_subplot(1,2,2)\n", "ax2.plot( mean( Qdiff, axis=1 ), lat )\n", "ax2.set_xlabel('W m$^{-2}$', fontsize=16 )\n", "ax2.set_ylabel( 'Latitude', fontsize=16 )\n", "ax2.set_title(' Annual mean differences', fontsize=24 )\n", "ax2.set_ylim((-90,90))\n", "ax2.grid()\n", "\n", "show()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "display_data", "png": 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16/j9998xm82UK1eOiIgI3bO9oMfAYDOeOMPf3x+w1dldntxtYR/LJSYmuhzL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\n+xGQ0uW4yASuRSaA1PawZ7P3vd1Rsa/udKLb7ehOZ8XDtS8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gnuQTPuAXjgrBSSCodwwc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LldxCe6YQQ33N8eo1H4stQmLHukc1x5rJYmwoDKC75lhmy1X9nO3J5lNbAm1lu9npnJFgvd6H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\ndmjMy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KGwahU8+GDZb6MTQpOLURXhXeGSgEGn48V5zdiwMoKkVBt38AUCQbFw7sh04pKm\nMXtJS4JC9GxcfZEWDVaj0c+hav0FDJ+4ih2/n8oxR4sfTVhEBKuJR7kFo6YCgWwhjf+RyuLsweXf\ngoRVYLyjLliSQB8MmbHZ7105DDf/hla3dinLzIDZQyA1Ed74AXR6zOvXkdmjA5rHJ6L94FMkVfYp\nS+PjQ2j//lR99ll8mzfP8ZmzpP3zD+ZU51rbJJUKPD3BkXk6A2TZ8FZSa0Cn7PCHdwj4VYIXjsPL\npyG0LljvEJrsikgaCqctzvnWuXMcdmr8bZSKJnE5IhAIBAKBoOzTty+8+Sbcfz9ERRX3alyHuLJz\nMSo3q2gCmDu1P55+KoY/ubq4lyIQCHIh0NeHGU89wIHtz5EUPQtj5gzeX92F2g182fnDDXp33IRa\nM4chT2RXK3lQiYbM4zSvEc8RADSEEcg2MthEKkuVgdryUO4NuPFkTq8gQwhkRGe//mWx4s2k0Svj\nZg8BrR7mfYucmk7WuJGY33wd/Y870Ywb/28lkys48/jjpBw96vxETy9It1GpdBudB2QZ8/7cOxRi\nw8FigqtHITAs+zOTUXkfFKHJakdoktQg26tWsu/RJCE5fZPk/K2/F86iVDQJBKUX4Vfinrhz7uDe\n+btz7uDe+RdW7mPGKK10AweCtYxKBeLazsWoUWF1M6EJYNbCNuz4Kpr0DBtbcQsEghKBQadjwsNd\n2LVpMrHXZmIyz6TNff4c/i06xzh/7qEBsznL65znbSxkoKYcAXyHkTWks1YZGDAWrEZI3ZY9Weuf\nbQieZYQz27Krmbatgfib8OoXyJlZZA7qA94+6PcdQdXYxS1wgDYwEFNCgtPzJA8P5EwHfsfp9GCy\n0fLW7glYOxy+mwafPwqtx4DeW/kstO4dB9SAbK9aSW13jGP+S0VnBi4LjyaBQCAQCARuxpw5YDLB\nt98W90pcgxCaXIwKye0qmgCef7wXBi+JcVM/L+6lCAQCJ1Gr1AQE6nP9LJDWtGItJpI4zBgSOYma\n8gTwDanMJ4MtSqtcyMsQsyB7otYHTCnK8/O/QOXm4BkASXGwcjpM+xDZaiVrxGBUjZqgfWc5krci\ntmRcu8aZ8eOxZNhoPysAGn9/zPkQmtDpwZE1aXRgtiE0NR0Mk36BCo1g7DcQ1g5SYyEjGcZuAoOP\nMk7SZLfR5YXkyI5yKgfGFKXQhBCaBKUa4Vfinrhz7uDe+btz7uDe+Rdm7pKkiE1z5pTNqiYhNLkY\nFSqsbuTRdCejn6rN5i+uFvcyBAJBIaPFlwbMoQZPcJrZHGU8UB5/viCJKVhJAb+hkHUBMsOVSXfu\nmHZ2O9Tvozzf+BbcOxDqtsD89iIl/rsfIGdlEbVpEyf69uVA48boq1RBpc9d/CooGj8/zEm57Ipn\nD4NB8ZayewCt7YqmLCMc/gzC98BHfWHJPfDlWNg6B66dyG5BVDnYFme36sn+znRQVDKTqGgSCAQC\ngUDgntx/v2L5uWlTca+k8BFCk4tR7gm7p9A0a+r9pCfJnLl0vbiXIhAIXEAo3WnH13hRjfMsRUcL\n9HRVdqKTNOB5Lxj3K4PNaaDxVJ5f2A21u0KmEX76GIZN5f/t3XlclVX+B/DPc9mURSAIEEFRQVxY\nZXVBCMVMxz1M1HAvpZzcJqcZGlHnpxmZhYXhhjpjmdhYuIBoyZKOiKODiZmpLFEqKIKoMAqc3x/I\njSt7wX2U+3m/Xvf1knPP89zvOa8jz3O/nHOeqpxsVHy8HjobNuFWUhLSbGyQ/9FHsJg0CYN/+gk9\nwsPbbJ8mLUNDVN5rxl5Lj9PVrZ7z3BRtnV+fHFefuHnAL+cA/4XAXy8By3OByZuBZ7oBn88BSh/t\nFClpAaKJBJGkQNMpoqbrSGpfOkf09OJ+JZpJk9sOaHb7NbntgGa3v7XbXjOracWK9jeriYmmNvZb\nNlRtLzqbm6DTswq8u+FruUMhohbS0lbg56sPEDAuCht2Hm1wvzUJWnDAItzBBRQiFQZYgvv4GAIV\ngP4A4H56dcWKe4C2AXDvFnA7t3rpXMpeoJcHYNsLFX/7M7QXLEGViSkuzJoFly++gMexY7AODYX2\noyV0bdZWAwNUtvCpcwAg6epCPGhkppLyA7SBikYSUj/9BwhYCHT1+rXMyBLwfwP4393qFwBA0czZ\nSs1ZFtfU3Yx6l8AFdXcAAB1DSURBVM6BqSYiIiLSQCNGAIaGQHy83JG0Liaa2pgCkoammar16KOP\nMxkFTVckoifKxshgTH6lG3Iv38PiV47DoOMadDJfCe9h72PFh/tRUFSsrKuFjuiGUFzHIeigDyQY\nowKXAB0boOJ6daUHRYDuM0D+WaCLW3Xy5T9HgcHjIMrLUXkkAdpz5uPmgQPo5OkJ0yFD1NZWRYcO\nv23/Jy1toLKppA6ql7xVNVLPIRBI+j8g6wBwO6/6lX0C+OKPQBd3oKNJdb3mzGiCpPq0v4bqNGsz\ncPWofuocE0309OJ+JZpJk9sOaHb7NbntgGa3vy3aLknAmDHAiROtfmpZMdHU5tpuRtPT8J+8r5MZ\nfslt5LHebeRp6Bu5sG8axr75VReLZ/DPDTORff4tHEn0x7lLs/Hyqw64U/wQa/56BpZmH0C/0wo4\nDXgXKz7cDzMMwm38BxW4Dx24oALnAEUnoOrRk+b+dxPo8Gz1EjHrR0+S++444DQIVSfSoOjnDMnU\nFDf27oVFcLBa26rQ02ve0+Mep6WF5NOnm/EBTSSIJkYBzmOBc/uAmJFA1BDg2HvVS+de2gQYmlfX\nk56smUhN4f8n0hT//e9/5Q5BNmy75tLk9mty2wHNbn9btd3JCTh/vk1OLRsmmtpYW+7R9DTcxI8Y\n7oiia5WobOyv+W3gaegbubBvGsa+qV9ycjKcHWzx8f+F4OLpZSi/uxy5117HwnAXAEDEwv9AB52g\nD1vcw1VooScqkQso9IGq+9UneVAC6HSqXjZn1r16JtC1q4BdX1SdPwepf/WysTunTsHU31+t7VPo\n6qKqOUvg6hyoQMrZZtxwSFLTC+89pgAhW4E/nweW51Q/fe65Jb8+ca76RE3PVpKal2hq3nXp9127\n+P+JNEVxcXHTldoptl1zaXL7NbntgGa3v63abm8PXL3aJqeWDRNN1KamjPYBBLDnUIbcoRBRK+pq\nZY7Vb47HgS9mKsskaKHmYfU1JSokRXWiRNJ69LMEKKrLJG3t6jIhIOnotHX4qhQKiN+yA6OiORtv\no7qdjSWISn4BHj5auldVVf0Sou4xzUoiNWcJWmvVISIiIqLfy8QEuHNH7ihal7bcAbR3ljDFAzT1\nOOq207mzYfV3IZloKbTg8Zwxfrh8Q74giKjN6OnqwNymOnFkDBdowwgKOABQAFrPAPoDqyt2GVVd\n1tkJ6NS5umzAHwAAiu49IUyfAQA8ExQERYcOam1Dh27dYPQbNgNXeA+AlPdL0xWtewIdG9nQPOFv\nwKD5gK0HGv2FbeIC6Ns2/lkGwwBFx0ar6CEAEhqvo4UOMIFH459Vi4PDMzC0uN7s+rX1Qzdo8e9e\n9BTLycmROwTZsO2aS5Pbr8ltBzS7/W3V9k6dgJKSNjm1bCQhmtw19KkQEBCAlJQUucMgIiKiNuTv\n789leU8YNzc3ZGZmyh0GERERtRFXV9cW7VHVbhJNREREREREREQkL85VJyIiIiIiIiKiVsFEExER\nERERERERtQommoiIiIiIiIiIqFUw0fSUsLOzg4uLC9zd3eHt7Q0AKC0txdixY9G1a1eMGzcOd3/D\nU5OeRrNmzYKlpSWcnZ2VZY31RVRUFBwcHNC3b198++23coSsNvX1TUREBGxsbODu7g53d3ckJCQo\n39Okvvnpp5/w3HPPoV+/fggICMCnn34KgGMHaLhvNH3slJeXw8fHB25ubvD19cX69esBcMwADfeN\npo8ZAtatWweFQoGioiK5Q1GbP/3pT+jTpw/69++PhQsXoqysTO6Q1CI1NRV9+vSBg4MDNmzYIHc4\natPQNVOTVFZWwt3dHaNHj5Y7FLW7d+8epk+fjl69eqFv3744efKk3CGpzebNmzFw4EB4eHhg4cKF\ncofT5lr6nbM9qa/tLb7WCXoq2NnZiVu3bqmUrV27Vrz++uuivLxcvPbaayIyMlKm6NQrNTVVnDlz\nRjg5OSnLGuqLGzduCEdHR5GbmyuSk5OFu7u7XGGrRX19ExERIdatW1enrqb1zbVr18TZs2eFEEIU\nFhaK7t27izt37nDsiIb7hmNHiHv37gkhhCgvLxf9+vUTly5d4ph5pL6+4ZjRbHl5eeL555+v956l\nPUtKShKVlZWisrJSzJkzR2zZskXukNTCzc1NpKSkiJycHOHo6CgKCwvlDkktGrpmapJ169aJKVOm\niNGjR8sditotWbJEhIeHi7KyMvHw4UNRXFwsd0hqcevWLWFnZyfu3r0rKisrxQsvvCASExPlDqtN\nteQ7Z3tTX9tbeq3jjKaniHjsAYGnTp3C7Nmzoaenh1mzZiE9PV2myNTLz88PpqamKmUN9UV6ejpG\njBiBrl27wt/fH0IIlJaWyhG2WtTXN0DdsQNoXt9YWVnBzc0NAGBubo5+/fohIyODYwcN9w3AsaOv\nrw8AuHv3LioqKqCnp8cx80h9fQNwzGiyxYsX491335U7DLULCgqCQqGAQqHA888/j5SUFLlDanMl\nJSUAgCFDhqBbt24YPny4xtyH1nfNPH36tMxRqU9+fj4OHTqEOXPm1Pv7vr07evQo/vKXv6BDhw7Q\n1taGsbGx3CGpRceOHSGEQElJCcrKynD//v16v3O0Jy35ztne1Nf2ll7rmGh6SkiShMDAQIwbNw7x\n8fEAgIyMDPTu3RsA0Lt3b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"text": [ "" ] } ], "prompt_number": 13 }, { "cell_type": "markdown", "metadata": {}, "source": [ "The annual mean plot shows a classic obliquity signal: at 10 kyrs, the axis close to its maximum tilt, around 24.2\u00ba. At 23 kyrs, the tilt was much weaker, only about 22.7\u00ba. In the annual mean, a stronger tilt means more sunlight to the poles and less to the equator. This is very helpful if you are trying to melt an ice sheet.\n", "\n", "Finally, take the global average of the difference:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "print sum( mean(Qdiff,axis=1) * cos( deg2rad(lat) ) ) / sum( cos(deg2rad(lat)) )" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "0.00651043078327\n" ] } ], "prompt_number": 14 }, { "cell_type": "markdown", "metadata": {}, "source": [ "This confirms that the difference is tiny (and due to very small changes in the eccentricity). **Ice ages are driven by seasonal and latitudinal redistributions of solar energy**, NOT by changes in the total global amount of solar energy!" ] } ], "metadata": {} } ] }