{ "cells": [ { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "# Synthesis in programmatic mode" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Simple synthesis in a chromosphere" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "For simple calculations, like synthesizing spectral lines in simple models, Hazel v2.0 can be used in programmatic \n", "mode. For instance, let us generate a spectral window in the near-infrared and synthesize the He I 10830 A line \n", "with some parameters." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.9.0\n" ] } ], "source": [ "%matplotlib inline\n", "import numpy as np\n", "import matplotlib.pyplot as pl\n", "import hazel\n", "print(hazel.__version__)\n", "label = ['I', 'Q', 'U', 'V']" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Let's first do a simple experiment in which we synthesize the 10830 A line for a set of parameters. Let's first instantiating a `hazel` model. We set the verbosity to a high level as an example but you should lower it when doing calculations to avoid crowding your terminal:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true, "deletable": true, "editable": true }, "outputs": [], "source": [ "mod = hazel.Model(working_mode='synthesis', verbose=3)" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "The first thing to do with the model is to add a spectral region for our synthesis." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2018-05-07 12:35:53,388 - Adding spectral region spec1\n", "2018-05-07 12:35:53,391 - - Using wavelength axis from 10826.0 to 10833.0 with 150 steps\n", "2018-05-07 12:35:53,393 - - Not mask for pixels\n", "2018-05-07 12:35:53,396 - - Using LOS [0.0, 0.0, 90.0]\n", "2018-05-07 12:35:53,398 - - Using boundary condition [0.0, 0.0, 90.0]\n" ] } ], "source": [ "mod.add_spectral({'Name': 'spec1', 'Wavelength': [10826, 10833, 150], 'topology': 'ch1',\n", " 'LOS': [0.0,0.0,90.0], 'Boundary condition': [1.0,0.0,0.0,0.0]})" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Note that we need to define the angles defining the line-of-sight, the boundary condition, the wavelength range, the name and the topology. We specify in this case that the topology is just a single chromosphere that we label as `ch1`. We need now to define this chromosphere:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2018-05-07 12:35:54,348 - * Adding line : 10830\n" ] } ], "source": [ "mod.add_chromosphere({'Name': 'ch1', 'Spectral region': 'spec1', 'Height': 3.0, 'Line': '10830', \n", " 'Wavelength': [10826, 10833]})" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Now that we have defined all elements of the synthesis, we finish the setup by invoking the following, which will add all topologies to the spectrum and remove unused atmospheres (if any):" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2018-05-07 12:35:55,146 - Adding topologies\n", "2018-05-07 12:35:55,149 - - ch1\n", "2018-05-07 12:35:55,151 - Removing unused atmospheres\n", "2018-05-07 12:35:55,152 - Number of pixels to read : 1\n" ] } ], "source": [ "mod.setup()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "It's time now to modify the parameters of the chromosphere and do some plots. You can have access to the wavelength axis and to the synthetic spectrum by accessing the `wavelength_axis`and `stokes` properties of `mod.spectrum[name]`, where `name`is the name given to the spectral region." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/scratch/miniconda3/envs/py36/lib/python3.6/site-packages/matplotlib/figure.py:2267: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", " warnings.warn(\"This figure includes Axes that are not compatible \"\n" ] }, { "data": { "image/png": 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vBqChoYFYLEZnZ/HhsddbSzbbRZXHkhKLMjcfEuRjwNhdDpoZp0xCa/0trfU6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aZxA1dkp+KRue4H3YnwSXoyUKG1rgRQSi0FLgbik9yxwIdaa2+szNvApcCyftTdSyl1E3AT0O8z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V2982U2vqyarBZ2L0fUdBjwmsyv6SmX3Hs1YM45JkA4/3H4xJqzLGB6q9RXrlnXUhitJdaGN0\nGC3WLimxUB0sjn1SysP+GbaUMiiEuBmYS6Sm+TUp5QYAIcRs4FopZdV+xuz1+f2dV4meEIJBmkbW\n63tjSVhM7Jp8btvWylPiKbY7t3PXyLvQj7oOvI5Idrh6DdQVRjYkCXggFIDUQRCbFvlKLYC0Qbvq\nl0PhEHPK5vDCNy9Q5iijX0I/XjRfT+I/36HZ1JM1Y27D55jF0JQTWNJvPms0t3J7pgHLUZY9BrDK\nIG5hJrkpmbXHjWToVw9A/hlgSz88E1atho9viPx5DDgPJj6O1xzP7d/dzvfbv+dGyyROf34h29JP\noTDpeIz+OQzpcTbL0r5iZb9s1ophPJafxtWZKhlysA6oBllRlINjssd1aolFMBDA73GrGmTlkJFS\nzgZm7+X5s6IYs9fn23tNid5pPXqwqMpAfZ8gjY5RnDjjFcL3n81/Nk9jRe0KHhv3GH0T+kLO2MhX\nFMIyzLzyeTy/+nlKWkrIj8/nX+OeomDmGhpffY6WIRNYmXQ+Ye+XDLTmszGxkCXJx2EWAa7PKTjM\nd3x4xAqBCys2TRJf985k6Pb1MONamPppJNN+qEgJy1+BufeBJRku/wD6TsQdcHPrNzfzY82P/K3H\nDfR78D12JA1nc/I4NP4ZDEueyKKEhXgLWvhCXMfUdJsKjg8RlXtXlC5gttk6NYPsUT2QFaVbmZg5\nCIBN6VoMsppt+edw6ksree74f9LkbeKyLy7j+TXP0+Jr/wf1Vn8r0wqnceFnF3LngjuRSJ486Une\nH/U/ej34Fo2vvobvghtZmXIBQi4hKRTCH5+Mr08RP4rR/K5HAnG6ozMfF6/XERIxhBLMLC5fhjzn\nGShfBPMfOXSTeB3w0TUw+07IOxluXAR9J+IKuLhh3g0s37Gcx/veRb+Hp+ExJbMx7wJkcBYDLEMp\ntOwgbtBqXtb+gUGWGB7tk3PorqubOzr/xirKUc4Ua6epenv7Aw8R965d9GydNqeiKF0nx2wimRZK\nY9M4w9rCVn0uaaXfkPu/z5n5j4/420+P8dzq53hl7StMyJnA5LzJZMZmEm+Mx6g1sqV5CxsbNrKy\ndiXzyufhCXrol9CPx058jEk5k/D8sJTyOy8k7PMh73qKpavM6A1b8NVsG68N6wAAIABJREFUZFD2\nVcxL+pwl8cejF5I/5PTs6m/HAUs0W8AHzsQYLMVVbD5rGP1GXBNZ7Jg5Evqfe3AT1KyD6VdBUxmc\n9hCM/RNoNIRlmPu+v4919ev454lP0Ofh93F7/WyecBfB7UtJkiZM9mw8Pd/mdcMf0GrNvDIoX3Wp\nOIRUgKwoXcBss1NVtKnT5lPbTCtK9yKEYJQlxAJnf4JpiwgWrWT7pLsxzrgbjc3Gk48+wbWDruWj\noo/4ovQLvij9Yq/nidXHclbuWVzc52IGJA6AcJj6/z5H/fPPY+jdC/nnf/DVzFqscS00lM1mQvZV\nLNeVYMsrZpG4iqnpiSTrdZ1894dOaqwdfOC1CvI3aZlXPo9+E/8R6erxyU2Q1BeS+3T8xFLCyjdh\n9t1gio90x9ij1OWltS8xv2I+d4+8m+ELqqldtozqqf+ktqwRjW8lIzOu5gvrEpzZFkpFb/7bpyfZ\npn1v/qF0nAqQFaULmGx2PK0OZDiM6ISf+HeXWKg2b4rSXZzeI5cvilsozqwlu1RLWZ2k1+/uoOWN\npxAxOvo+/BD3n3A/d4y4g5U7VtLgbaDJ24Q74CbXnsuAxAFkxmaiEZH3qGB9Pdvvugv3D0uxT5lC\n+Mrb+OLFTdgSBa66T+ifNBoHYRxJP7Eydgyg5Q89D9Nitk6SakuAeonbAoObe/Jm+TfcMuwWuOQt\neOlkeH0SXPkhZAyP/qSuBph9R2TDj7xT4IKXwZq86+UFFQt4bvVznJN3Dhdrj6fs6Yvxn3IRm7aZ\nsNoW0kM7hPXa7cRl/sgHmqvpaRBMSY0/9DffzakAWVG6gNlmQ4bDeF1OTLGHv+zB7XC0zasyyIrS\nXZycnAHFLZQlWRgVm0O9ay3r5JmMv/Y6ml55GaHVkHrvvZj0JsZm7HuhnpQSx6xZ7HjiScJOJ+l/\n+xveYafx+bOrsSbo0YrP0bihX/woZpp/ILN3Md+KG5icEkfPozyrmWZNAurwGDXYm+IoaV5NaUsp\neXF5cM1cePsCeOMcuPQt6H16+ycs/AJm3QaeZjjtwbaSit3dPbY5tnHv9/fSL6EfD464j6rLp6Kx\nWinNPRdd5VZaKtcyqtf1zLLMx5BhoFT05smcDLTH0O53RwpVrKIoXWBnULyzNvhw87S2oNFqMVgs\nnTKfoihdL92gJ1PrpNSUi8MWQhcoobasnrL880i45hqa3nuf0vOn4Fy8eJ/n8GzYQPkVV1J19z3o\n0tPJ+eADfMNPZ9Z/1mCy6UnNWk/VpnWc3u93rNdVYk5aw0LDaLwYuCX76O+mkGKOZGbdRi0urZ20\nZsGXW7+MvJiUD9fOg4Q8eO9S+Pbv0Lrj1yeREkoXRMZMuyLSOu/67+DEO34WHIfCIe5ffD9CCP51\nyr9wT5uBr7AQbn6E7SWtiPBCBqSOpVjUkJWzis81U0jRabgkLeHwfyO6IZVBVpQusLMW2ONogYys\ndkYfPHdLM6ZYG0JlGRSlWzkx3szHdQPYkfIWWTvyaU7byoo5BjJu+z2Zo0ay4++PUfH7a7GedBKm\nYcPQZWSgibXiXr4c54IF+LeUoE1IIP1v/4d9yhR2lLUy69lVGK06Csa5mP/aZ5wyair+ugBrY7cw\nKK+YpzU3c2p8LAOspq6+/YOWoDcC4NJraTXbmeTpzSdbPuHGwTei1Wgjwe7Vs+HTm2DB4/D905H+\nxRnHgd8F/lYo+grqNoE5CU69H8bcBjH6X831XuF7rKpdxd/H/Z1UGUvJiy9iHjOG5RV29Ib1uGq3\nk9/nYj6xzsOcomE9g3igZ5pamHeYqABZUbrA7gDZ0SnzuR0OtUBPUbqhCak5vF+/jZq0EMOrBlBe\nMxN7agFfv7aRS+8fQ96sz2h8/Q0a330H54IFuw/U6bCMHEHcRRcRd8EFaG02qrY08/l/1mC26Rl3\ncTyf/vMpevcZSUpTDxYlbSElfiOLtaNokRZu7rmXrauPQiaNIEYGcOl0eMxWxjYn87prC8uqlzEm\nY0xkkNEGl74D9Vvgp1dh1buw/qPIa1o9pAyA856DggtBZ9zrPOWOcv698t+clHkS5+SdQ/1//kOo\nuRnvlD+y44tmrLZCslNGUxGsx5pYyKfifGxawdQeiZ30neh+VICsKF1gZy2wp7VzAmSPowWzavGm\nKN3OuAQ7GsKUx6VTqW3E6rORkllE6drefP3GRs7+w2CSbryBpBtvIOzxEKiqItjQgHHAQLTW3SVZ\nRctr+PbtQqzxRs68tjefPHkvRrOVUSlns6OhnmJPMaOGFfEf7TMMt5oZHXdslHMJIbDiwq3VgyFM\n0tZm4obFMXPLzN0B8k5JvWHiY3D6w5FdCXWWvWaKfykswzy4+EF0Gh0PnPAAoYYGGt54E+vEiSxe\nE8Rs99JYXshJ+bcxz7QBY3orP4kTuDUzhdiYo293wqOFyssrShfYmc3tzBpkU6zKICtKd2OL0TLE\nHGSDZhA7EtYyJOd0Ni74nOMm2qnY2MjMp1bibPICoDGZMPTqhWXUqF3BcSgQZuH7m5n36kaSs2I5\n99ZBzH/tKZyNDZxzxp8IbnezLH4r2TmlLBcF1ITjuLlnyjFVzmWVPjxaA3oRorWkhslZk5i/bT7N\n3n1s9hRjiLRuiyI4Bni/8H1W1q7k7lF3k2pJpf75F5A+H56zr6Wh0klcUgk9zL1wBn0064pYb8xH\nIrhIda44rFSArChdIEanQ28y7Wq/dri5HS2Y7arFm6J0R6clp1FGHoHkKsIBPVZDAhXrPuHM6wfS\nVO1i+t+Xs31z08+OCQXCbFlRy8x/rmDdgu0MOT2L824fxo8fv0HFxnVMvPJW5EoX27Kc1DoqyMjc\nyJyYqfQ2G5iYdGz9MB4rAri0ZnQxYZz6RCbLwQTCAT4v/fygz13hqODZlc8yLmMc5/U6D39lJU3T\npxN30UUUFwUxxWqoKlzCgKyxFBqrSUktY4U4nl6mGPItey/XUA4NFSArShcx2eydkkEOBQP4XC61\ni56idFOnJiUihYaapHhKNTsYP/hytq5egZBlXHTPCAxmHZ88s4rX7l7EZ8+uYt7rG3j9nkXMfXk9\nrmYfZ15XwLiL8ln39ZesmfclIydfRMLWeIIxkqXujfTtV8k6mceWUDI3ZaWgOYayxwA2rcQtLGhj\nJG5zGsklDRQkFjBzy0yklAd83rAM8+CSB9EKLQ+NfgghBA2vvooAjFdeS/n6BpIyagi6vFiDCRRr\nqrClN7CJgUxKVp0rDjcVICtKFzHF2jqlBtmjeiArSrc2JNaMXRNks74vVfHFmOqMZGT2Y/7rL2G0\nBrno3hGMuySf7IJEvK4g2zY00nNgIufeOoSpj42l93EpbFjwDfPfeJG84SMZknoy/m2tbO7TjMfX\nQHLyaubqf0+aXseFacfex/5xOg0uLGiMQdwpvXEt+5Ep+VMobipmQ8OGAz7vB5s/4KcdP3H3yLtJ\ns6QRbGqi5eNPsJ03meLNfiTQUrOM/IxRVMlGjNZK1ml7E0J7zGXpj0QqQFaULmLupAyyW20zrSjd\nmlYIxsVbWMcQ9LZiKkUD4wouxd3cxIeP/oVQwMWQU7M4bWp/LrlvJL//54mc8fuB9ByQiEYjWPnl\nZ8x57hmyBg7mjAtvonV+BYEBJn4sWc2wYfWUhNNYFcjkuqzkY7LlWIJOh5NYMIdwxafgXr6ciT3P\nwBxj5rX1rx3QOStbK3lmxTOM7TGW83ufD0DT++8jvV7ip17FpiXVpPb0Ubu1mL5po6gwNpGWVs5K\nMZpknZbhNvOhvEVlL469v8mKcpQwxdo7N4OsFukpSrd1WlIKTSKRQJqkMH4HbPFx/h/vp7m6ig8f\nuQ93y68XnIVDIZZ8+C7fvvES+aPGcN6f7qf14zK0sQZ+1JWg1/swW37gK+MfsMVojtmWY8kmMwGh\nJ2gJ0xqWhFtb0W2p5OqCq5lXPo+VO1Z26HyBcID7Ft2HRmh2lVaEfT6a3n0Py0nj2eGNx9nkw2Aq\nR681oW/Wsz2mFnvydtaI45iYHHfMlbEciVSArChdxGSz4XG0HFQNWzTcrSqDrCjd3ckJsQBsMWdR\n499CMy5sNbGcf8+DNO+oYdrD97J81kyqt2zG7Whh+WczeOWWa/nho/cZeNLpnPOne3B9VUGw0Uvz\nOAObNm9i5KgmqsLxLPLlclWPpGO25ViyyQqA0yLx+xz4dRbcy5Zy1cCrSDGl8M+f/klYhqM+33Or\nn2NV7SoeGv0Q6dZ0AFo++4xQQwOJV1/NhkVVmG166retYVDvk2kMt6I1l1Go6Y1H6jhTlVd0ChUg\nK0oXMdvshAIBAl7PYZ1nZ6cMs129qSpKd9XDqCffpGUdQ0hL28rm9AZcy3eQZstjyj0PgZQsfOc1\n3vvLHTx/3ZUsfPd14lLTOO/O+znzD7fhXlqD68cajOPS+Grld6SkGhHiO7413YJOI7guM7mrb/Gw\nSTREfrhoNYWR4Rb8+cfhWroMU4yJW4bfwrr6dcwtmxvVuRZvX8wr617hwvwLmZQ7CQAZDtP4xpsY\nBvQn3GcI5evqyS7Q0Li9gp7W/my3NGOPq+EnTsCiFYyLsx62e1V2UxuFKEoX2d0L2YHe9P/bu/P4\nNq/7zvefHzYSIAjupCRSu7VasmVZtuXYWezYqe04sdOkTeI2fXW5k3Ya35lO06bppO1Mtzudm6RJ\n7jS9HbdNm63O0sSxG7tN4mZxvNvypt1aLIkSSXEnQCwEQJz5AyBNySRFUgABSd/364WXSDznHJzn\nIXX4w8HvOad0+WTJ6Ajm8VBdo0FV5FJ2c1MjX0huoWn537P7maPsqF/FwJf2sezebfzqZ/83o0OD\nnDqwj8FTnazdcR2tq9YAkHixl+F/OUr15iZeqe5kaGiId75zlM7REN8fW8/7lzbSWuUv89mVTkuw\nDogxWp2jmTHS63aQ+P7/j0unedead/HV/V/ls7s+y80rbqbKWzVjO32JPv7r4/+Vy+ov4/eu/b3J\n50cfe4z0kSMs++T/y6HnenEOfN5jBDxBAkN+TjYPs6RlmBc9O7mpMUK1V3Obi0FXWaRMgrX5ZddK\nvRZyIjpCsDaCXYQ3z4jI3N3ZWk8GHy941hEKneTEtjRuPMfAF/eSG8sSbmhkw/U3cv37PjgZHCcP\nDDL4zVepWlOHu7WZx594nCu3dTAaf5jHa/4LGQf/cXlrmc+stBoD+QmMeACC3hzxxtW4ZJLk7t14\nPV4+uuOjdMW7+Oyuz86YatET7+E3Hv0NEpkEn3rrpwj6gpPHhr70JXxtbURuu41Dz5+mbXWEzr3P\nsXHV9aRchtOJLnqD1Qy5WqVXLCL9xRQpk9Ai7aaXGBmZDMZF5NJ1dSREe5WPZ+ytrF3bzfN7X6Tu\nA+vI9CYY/KcDZAdeT/caj6UZfuQoA1/Zh39pDY0f2sTD33uEQCDA6tUvk3Ah/iV1Oe9sqWNNaOZZ\n04tBgz//YXvC7yXkdQxnwmBG/OmnAdi5dCfv3/B+vrL/K3zssY+RyqbOqL93YC/3PHwPXaNdfO7m\nz7G2fu3ksbFDh4g/+RQN99zDyGCG/s5ROjb46TlyiBVNW+gKDlMb6eUQ6wC4XukVi0YpFiJlMpFi\nUeoZ5GRsRGsgiwgeM+5ua+RvTmzF1f4Vo6N9PHniRd707q0Mf+cwPZ98Hl9biMDSGhJ7BmA8R+jK\nFuruXMNPnvopx44d4/bbNzEw8LfsavgLYsOOe1e0lfu0Su71ANlPgHG6uuMENl1O4uln4CMfAeAT\n132C9nA7n9n1GbpGu/j1K36d4bFhuuPdfGHPF6ivqudLt3+JdQ3rzmh78MtfwaqqqP/5n+Olp3rz\nT+aOAhBOhnkhfIrm5gEes5toC3hpv4hTWSqNAmSRMgkVdrYr9VJviWiUlhWrSvoaInJhuLu1ns+f\n6OVZdzU3XpPjySefZO2H1rLyY9eQ3DdAcm/+EbqyhdqbluNvDrJnzx4ee+wxtm27Eq/v6zhfG99K\nbOTG+iDbLoH1eINeD34ypHxVeP2QTY8wvv0tZL7+t+SSSTzBIGbGr2z5FVZEVvD7P/197v3hvZP1\nr2y5ks/e9Fmag81ntDs+PMzIQw8Reded+BoaOLzrVZauraNz76N0tF/OeDzLCc9ptrUMcsQuZ0dd\nGNPyboumrCkWZnabmR00s8Nm9vH5lpnp2HzrmNlyM/uRme03s71m9p/n00eRhfBXB/H6/SVPsUhG\nR7TEm4gAsCUcZG2wime876Cx8QDNzc088MADjFWNU3tjO62/fgXtf3oDjT+3Hn9zkK6uLr7zne+w\nfPlydu4MMjLyHC82/hGn0+P81qqLf/Z4Qi1jJL3VePwhXG6EZMdWXCZD8sUXzyj39hVv56G7H+LL\nt3+Zh9/zME/f8zRfvv3LbwiOAYa++U1cKkXjh36Jwe44A6firNgSonPfHjauvp5+i5LOxYj7Ypx2\nDeyI1CzW6QplDJDNzAt8Hrgd2Ax80Mw2z7XMTMcWUgfIAh91zm0CdgIfOVdbIufLzAhG6iY38iiF\n3Pg4qdGYUixEBMiPO+9pa2BvbjUnRk/xjncsJZlM8tBDD5FOpyfLOec4dOgQ999/P6FQiJ/7ubs4\n+ton8YU286XhDm6oD3NjQ20Zz2RxRTwZEp4g+AJ4LMqIvxX8fkZ/8pM3lF1Ss4RtrdtYEVlBjb9m\n2llfl80y9E/3E7ruOqo3rOfwrl4w8NoJXC5Hs28ZvTWjRKbkH++oU4C8mMo5g3wtcNg5d9Q5lwa+\nBtw1jzIzHZt3Hedct3PuBQDnXAzYD7TPsY8iCxasjZCMlW4GeSJ9QwGyiEy4u60eh/Fi4N309X+O\nt7/9Rg4ePMinP/1pvvvd77J3717+4R/+ga9+9at4vV7uueceTnV9hmTyGM/W/yF9mSy/t3pJuU9j\nUdV5IWE1OL+HquAoAz0pat/2Vka++zAuk5l3e7FHHyXb3U3jL30I5xyHnz/Nssvq6Tm8h2CkHk5n\n6QvFaWsb5rBtwm+wNRw8d8NSNOUMkNuBzinfnyw8N9cyMx1bSJ1JZrYKuAp4Zo59nFr3w2b2vJk9\n39fXN1MxkUmhSF1JUywmbgBUioWITLgsVM3WcJDn/e8klTpFa+uz/PIv/zIbNmzgpZde4pvf/CaD\ng4O8853v5N577wWeoavra7Qsv5d/6A9yU2Mt115iqyk0+D2MUosLpTAbpr8zRuSuuxkfGGD08cfn\n1ZZzjv777sO/YgXht72Nwa44Qz0JLru6heN7Xmbj+jeRS2XpGRugobGP17zb2BIOaf3jRVbSm/TM\n7FFgureZnwCmyzQ/e8/d2crMdGwhdfIHzcLAt4Dfcs5Fbfps+Bn3BXbO3QfcB7Bjx47S7h8sF4Vg\nbYThnq6StT8RfE/cECgiAvCetgb+5EiS4abfwDr/lmuuuYuf/dmf5fbbb+fkyZOsXLmSQCBAPH6Y\nAwf/gPr6a/l33/sZzPTyu5fY7DFAY8DPaDxMOhCDsShpGye3aQfehgZGvvMgtTfdNOe2Rn/0I8b2\n7Wfpn/855vVyeFcvZtCwJE18aJDlDRsZHUyRyg6Dr5tDuXZ+qe7ivxmy0pT07Yhz7hbn3JZpHg+S\nn41dPqV4B3B2pDBbmZmOLaQOZuYnHxx/1Tn37Tm8vsh5C0XqSrqKRUIzyCIyjV9a1kRLwMc/Zu/E\n663jwIFPkM3GCAaDrFu3jkAgQCLxGrv33IvHU03buk/zNycHuLUpwvZL8GaxhkAVo9SSDoxgiTTO\nZenvGSNy552M/vCHjA8Pz6kd5xz9n/9r/B0d1L37XQAcebGPZevq6X1tLwDhdB0DDSkikT46WcGY\n83L1JXjNy62c8/XPAevMbLWZBYAPAA/No8xMx+ZdpzBT/PfAfufcX86zjyILFozUkU4myS4gh20u\nkpMzyAqQReR1YZ+X3121hOeiY5xa+j+IRl/iiSffzJGjnynMGv83nn7mNlKpU1y++bN87GiSsVyO\nP1i7rNxdL4umQJCs+UkEElR7w5gboe9EjLq778JlMkT/9V/n1M7oT35Cau9emn/j1zG/n8HuOEPd\ncdZc1cqJPS/TuKSD8a4kfeE4kbphDrEB0A165VC2ANk5lwXuBb5H/qa4bzjn9gKY2SNmtmy2MjMd\nW0gd4AbgQ8DNZvZS4XHHbG2JFEOoxJuFJKJRMKO69tK521xE5uaepU2sC1XxVwPtXHX1gzQ0vIlj\nx/6Kp5/5Gbq6vsayZR/g+p0/5DvJ9fxwMMYfrl3Ghprqcne7LJqq8jnXo8FxQr4IoboE/Z0xqjdv\npmrdOoa/851ztjE5e9zeTt1d+fv9j76Y3xxk1dZGOve+woa110PWcTozRHNzgqPe7SwJ+LVBSBmU\ndaMQ59wjwCPTPH/Hucqco/686jjnHmf6/ORZ2xI5X8FCbnAiOkJt0xvXyTxfyegIwXAtHo+36G3L\npc3MbgM+B3iBv3PO/cV8ysx0zMyOATFgHMg653aU+FQuWT6P8Ydrl/FLu1/jgVg7v7b1rxkdPUh/\n/49obf0ZQqHVHIyn+NMjB7m5sZZfbS/+GHWhaKoOA4Mkqh01vgjJ4Ch9nTEA6u6+m95PfpKxo69R\ntWb1jG3Ef/pTUrt3s+RP/hjz5wPeIy/2sWRNHaODx0knkyytXUPGxjk93Me6YB+HWMfVdSFtEFIG\nuiVSpIyCtYXd9Eo0g6xNQqQUSrWO/ZTqNznntik4Lr1bmyLcUB/m08d6eCEaJxzewKpVv0EotJru\nsTS/ue8YIa+Hz25ccUkHaY3+AABJv4dwqAXcIMlYhvhwmsi77gSPh8EvfnHG+uPRKD1/9uf4ly2j\n/u67ARjpS9DfOcra7S0c3/0SmBHK1DLcNIbXm2LEsvTkapV/XCYKkEXKKFjyFIsR5R9LKZRqHfs5\n07KaxWFm/Nm6dnxm3LHrEL994ARHEin+9EgX1z+9n1fjY3xu4wpaL/GP+Bv8+U/h0gE/VdUR0sl+\nAPo7Y/hbW2n4xV9g+OtfJ/rIGz9wdrkcXR/7PTJdXSz71KewQD7YPvJC/vd2zbYWTux+mbZVa8l2\nJegLJwiHBznCZQBcfQls512JFCCLlNFkDnKJVrJIREcm0zhEiqhU69hDfinN75vZLjP78EwdcM7d\n55zb4Zzb0dLSsoBTkAmbwkGeuG4T/3F5C9/oGeSGZw7w1yd6ubOlnieu28itzXqTXV8IkFM+P87j\nJzbQDThOH8uP3W2/8zsEt2+n6w/+kLFDh86o2/83f8Poj39M28c/Tmj7VZPPH3mxj5YVtVSHoevV\nA6xdfw0uNc7p3DCtbSk6WQHAZm0QUhZlzUEWudRV14Qxjyd/M10JJKMjhCJbStK2XNzKtI49wA3O\nuS4zawV+YGYHnHOPzaXPsnC1Pi//7bJ2Pri0iQd7h3hnS70CsynqfflwKeWrIp3LMZ5M07rWS+f+\nQa579xosEKD9M5/htfe+l5P3/t8s/9v7GB8aIvnKbvr/118Refe7aPiFeybbiw2m6D0WZefdazi1\nfy+58SztDetxJOmK9nLl2lG6vW+m3e+n1qd7SMpBAbJIGZnHk99uugQpFrncOMnRmHKQZUGcc7fM\ndMzMrqc069jjnJv4t9fMHiCfjqEAeZGsr6nmd1cvLXc3Kk7Q66GKLElvNQkbI+Sro2FJmsO7oqTi\nGapr/PjbWun4zF9y/Jd/hSPv+JnJutWbN7P0j//4jBzuoy/m0yvWXtXKS997FK/fT022lp7qEZKp\nJFVVpzlpq9lYozcp5aIAWaTMgrWRkmw3nRodBeeUgyylMLlGPHCK/Brx98yjzLTHzKwG8DjnYoWv\n3wH8ScnPRmQOIt4sCRcibinCvjqCNXGcq6Nz/yDrdrQBELrmGlb8wxcYO/gq/o52/O3tVK1ePblq\nxYSDz/TQvDxMfVuIE3tepn3DZjIn4ww2juEdSZPO9dLpGrgjfGkuq1cJlIMsUmbBSIRkrPgBclK7\n6EmJlGode6ANeNzMXgaeBR52zv3b4p6dyPTqvI44YRK+EWqrmsim+wkEfXTuGzyjXM2119L4oV+k\n9qabqF6//g3B8cCpUfpOxNi4cymJkWH6jr/Gyk1Xke1NMFQdJ1IXpYelZPGw6RJdd7oSaAZZpMxC\nkXr6jr9W9HYT2kVPSqgU69g7544CVxa3pyLFUe8zYmNh0tXdNNUto6f7FMs37uTEvkGcc3NeBu/A\n0z14PMb6a9s4/spTAHS0bCDnhunPRlmyJM3hwg16GxUgl41mkEXKLFRXV5Ic5MSIZpBFRIql3udl\nlFrS1TFqgy0MdZ1i+eZG4sNjDHbH59RGbjzHq8/0sHJrE8HaAMd3v0xVTQ01mVocjt6Rfurro3R5\nN+E1uCykALlcFCCLlFkoUk8qPsp4NlPUdpOaQRYRKZqmQIA4YbK+EUKeMCO9p2lfn19G8+w0i5l0\n7h8iEU2zcedSnHMc3/0iKy6/kkznKMlmIzWWIhDoptu7kTXBKqq9CtPKRVdepMxCdRObhRR3qbeJ\nFIvqcG1R2xURuRQ1BIKMEgZ/HLIenMuRTQ/SsCTEiTkGyAee6qa6xs/KrU0Mn+4m1t/Hii3bSHfG\nGGlM4/FkyeW6OOGWsEHpFWWlAFmkzEKReoCir2SRjI1QHa7F69OtBiIi56upKkzW/BDIksim8VuA\noa5TrNjcRNehYbLp8Vnrp+IZXnu5n3XXtuH1eTix+yUAli/fRC6RZTCQIBweJoWfU9mglngrMwXI\nImUWLMwgJ0aGi9puIhpV/rGISJE0BaoAyFZ7iFuKGn89/SePs/zyRsYzOboOzT6GH97Vy3g2x6br\n8+tMH9/9ErXNLVQl8oFwf2aYtrY0XXTgMN2gV2YKkEXKrGQzyNERQtpmWkSkKCa2m04HPCRsjLbW\nNfQcfpVl6+rx+jwc3tU7Y91sZpwXv3+c5uVhmpeHyeXG6dy7m5Vbt5HpjGFVXk4P9dHQkOSU5zIA\nNmkN5LJSgCxSZqFSzSCPDBOs1QyyiEgxTGw3nQ74iTNGW8saug+Kii5zAAAgAElEQVQdxOf3cPmb\nl3HgqW76T8amrfvSD04Q7U/xpvdehpnRd+w1UqMxVmzdRvpEjFx7gGg0SjA4TI9vK1UeY1WwajFP\nT86iAFmkzKpCNXi8vhLkIEe1goWISJE0TM4g+4n70jTULiEZizJ8uptr7lxNVcjPT79+COfcGfWi\nA0l2/etx1m5vYfnGRgCOvfIiAMsvu5xMT5zh+nS+sHVz0laxPlSNd47rKktpKEAWKTMzI1RXV9QZ\nZJfLkYwpB1lEpFga/PkZ5KSvioR/jJAnv0JQ96sHqK7xs/PuNXQdGn5DqsWT3zoMwA3vWzf53Gsv\nPk/LqjX4Rn3gYCCQwOcbI5cb4vh4k1awqAAKkEUqQChSX9TNQpKjMVwuN5m+ISIi56exMIMcs1qS\n/iiepBEIBul69QAAm25YRvPyME9+6zCZ9DjZzDiHd/Vy5IU+rr59JbWN+aA3GYvSdXA/a6++lvSJ\n/PKeA+lhWloyjBKmbzzAprBWsCg3rf8kUgFC9fVFnUGeaCtUV1+0NkVELmUBj4eIZ5zoeB0Z7yDj\nQ2MsWbOe7kMHAfB4jDf//Hoe+PQLfPkTT5IazeAcRFqCbLt1xWQ7x17ahXM51m6/lvQTMXwtQXr6\nTrNs2Tid2mK6YihAFqkAoUgdg6c6i9beRIBcowBZRKRomvxGdLwOfMdIZzJ0bNjMUw9/nUwqhb+6\nmmXr6rnu3asZ6IpT3xaioS3E8k2N+AqzzwBHdj1LTX0DravX0nP/s/jW19F/oJ+Nm+I871kDDqVY\nVAAFyCIVIFRXT2JkBOccVoQbM+KTM8gN592WiIjkNQf8RFMR/IEkCRtjyZLLcLkcPUdeZfnlVwCw\n447VM9Yfz2Y59vILrLvuBnJDaXLxLCP1GZxzBAL99HMr1ePGsir/Yp2SzEA5yCIVIBSpI5seIzOW\nKkp7ieFCgFyvGWQRkWJpDlQTpY5AIEncUjTULgGYzEM+l1MH9jGWiLPm6msY68wvCTfoiwPgcqc4\nbctZHazCoxUsyk4BskgFmMgVTowU50a9xMgQHq+P6ppwUdoTERFoqaomaoUAmTE8CaNhaTvdhw/O\nqf7RF57B6/ezcus20sejWMBLb2KAUAgy2X66XBNrQlr/uBIoQBapABPrFRfrRr34yDChurqipGuI\niEhec8DHKGG8gTESoSyZngTL1m+k69UDb1j/eDpHX3iO5ZdfQaA6SLozRmB5mNOnT9Pe4WEcD12Z\natZog5CKoABZpAK8PoNcnAA5MTKsFSxERIqs2e/D4WE86CcZzJLpHmXpuo0koyOMnO6Zte5g10mG\nurtYu/1aculxMt2j+AoBcnNTmj5ayWKaQa4QCpBFKsDEhh6JaLEC5BEFyCIiRdYcyN88N1aV300v\n25dk6ZoNAHQfmj0P+ciuZwFYs/0aMidHIQfxhnEymQw14SinbRUAazWDXBEUIItUgNdTLIqVgzys\nJd5ERIqsqbBcW8IXIJ5LgYOIv4lAMMixl1+YsZ7L5djzox/QtuYyIi2tjE1sEOLN36Dn8/UyENgC\nwJqQlnirBAqQRSqALxAgEAwVZQbZOUdiZEgzyCIiRTYxgzzqCRJP5yc0xk8n2fyWt3PgyZ8SG+yf\ntt7h555m8FQnO+58DwDpY1F8zUF6h/rweDxkMifo864h4vNMBuFSXgqQRSpEqK6uKDPIY4k449ms\nAmQRkSJr9ue3jxihjmxuiPGAI9MdZ8edd+NcjhceeegNdZxzPPOdb1C/ZCnrr78RN+4Ye22EqrV1\n9PT0sGRJhHT6NN0sYU2wWjdXVwgFyCIVIhSpJ1mEGWTtoiciUhoNfi8e3ORayOlmL+nuUepal7Dh\n+jfzyqP/Sio+ekad46+8yOmjh7nm3e/D4/GS6RrFjY0TWB2hu7ubJUvz5U5mw6zVDXoVQwGySIUo\n1gzy5CYh2kVPRKSoPGY0+owYEQKBJKmG/Ayyc44d7/pZ0skkrzz6b2fUeeaBbxBuaubyt94MwNjR\n/DifafWRSCRobEiRJkBPxstq3aBXMRQgi1SIUKSeRPT8A+TJbaa1i56ISNE1B3yTM8jJmnFcapzx\n4THaVq9l5RVX8cIjD5JNpwE4eWAvJ/fv4Zo734PXV1gB4+gwvpYgvaMDAFQHh+izFTjQDHIF8ZW7\nAyKSF6qvJxmNksuN4/Es/CaNxMgQoBQLEZFSaA5UcTpe2E3PlwaqyXTF8TVUc82738s//9kf8OCn\n/ox0MknfiWMEayNsvflnAPL5x8eihLa10NPTDYBZF4PV2yCF1kCuIJpBFqkQoUgdzuVIjY6eu/As\nEiPDmHmorq0tUs9ERGRCc8BPzBoI1WQZzoyCQaY7P26v2HIlyy+/gp7Dr2IeD5vffBN3f+yP8Ffn\nl26byD+uWlNHd3c3DQ0NJJNH6ffm11LWLnqVo6wzyGZ2G/A5wAv8nXPuL+ZTZqZj861jZsuBLwFL\ngBxwn3Puc4Xyx4AYMA5knXM7inoRRAqm7qY3sS7yQsRHhglGIuc1Cy0iItObSLGoqcnS0z2Ar7GD\nTHd+PWMz4+f/6P/BOTftahQT+cdVa+rp+XEPS5fWMzbWw+lABy0BH7U+jduVomwzyGbmBT4P3A5s\nBj5oZpvnWmamYwupA2SBjzrnNgE7gY+c1ZebnHPbFBxLKRVrsxBtEiIiUjrNfh8JqvEEMvT39+Nb\nEiLdEz+jzExLtU3kH2f8OYaGhmhtywFwKtegHfQqTDlTLK4FDjvnjjrn0sDXgLvmUWamY/Ou45zr\nds69AOCciwH7gfYSnbfItCZnkM9zqbfE8DBBBcgiIiUxsVlI3OchlUqRafYxPpAiN5adtd5E/nHV\nmjpOnz4NQCSST804kQko/7jClDNAbgc6p3x/kjcGpbOVmenYQupMMrNVwFXAM4WnHPB9M9tlZh+e\n7YTM7MNm9ryZPd/X1zdbUZE3CBZpBjmuGWQRkZKZ2OluxBngiAbHAMj0JGat93r+cT3d3fkb9AKB\nflJWT3/GaYm3ClPSANnMHjWzPdM87gKm+/zBnd3ELGVmOraQOhP9DQPfAn7LORctPH2Dc247+bSM\nj5jZW6ZpI9+Qc/c553Y453a0tLTMVExkWsFwLWae89osJL/N9LB20ZOSMrPbzOygmR02s4/Pt4yZ\nfcHMes1sz3zbFSm3iRnkKLX4/SmGLZ9eMXGj3kxezz/O36BXU1NDJnOCoep89qaWeKssJQ2QnXO3\nOOe2TPN4kPzs7fIpxTuArrOamK3MTMcWUgcz85MPjr/qnPv2lHPoKvzbCzxAPk1DpOjM4yEYiZzX\nDHJmLEU2PaYAWUrmfO8fKfhH4Lb5titSCSa2m45SRyiUZTAxjCfkY+y16Kz1kvsG8LWF8NYGOHny\nJO3t7STihxkMbAG0xFulKWeKxXPAOjNbbWYB4APA2ZuYz1ZmpmPzrmP5bPq/B/Y75/5y4sXNrMbM\naie+Bt4BnDHjIVJMobr688pBnthFr6Zeu+hJyZzv/SM45x4DBhfQ7iSltEm5NAcmAuQIzc1++vv7\nCW5tJrl3gFxq+jzkTE+c9PEoNVe3kUwmGRgYoL29idRYF72elRiwqloBciUpW4DsnMsC9wLfI39T\n3Decc3sBzOwRM1s2W5mZji2kDnAD8CHgZjN7qfC4A2gDHjezl4FngYedc2fuISlSRKHI+W03PbmL\nnmaQpXTO9/6R82l3klLapFzCXg8By88g19cb/f391OxYAtkciZenf7MWf7YHvEbo6jZOnToFQGvr\nOABdrpX2aj/VXm1NUUnKug6yc+4R4JFpnr/jXGXOUX9edZxzjzN9fjLAlTM8L1J0obp6eo68uuD6\nE7voKUCW82Fmj5JfF/5sn+D87x+Z8WUXUEdk0ZkZTX4f0bE6wuEeRkZGoK0KX1uIxPOnCV+39Izy\nufQ48RdOE9zSjLfGz8mTJwEIhfKTIZ3ZGtYGqxf9PGR22mpapIKE6uqJDw3NuMj8uSQKM8haxULO\nh3PulpmOmdn1nN/9IzNZSB2RsmgJ+IllmqmqOgSEGBgYILxjCSMPHyVzOo6/rWaybPKVflxqnPB1\n+fecp06doqWlhXTmGGYBjqccO+qVXlFpNJ8vUkFqG5vIjKVIJ2dfLmgm8UIOcvA8duITOYfzvX/k\nfNoVqQhNAR8xa8bjGQCgv7+f0FUt4DHiz58+o2z82W58LUECq+twzk3eoBePHyYTuoLoeE5bTFcg\nBcgiFSTc1AxAbKB/QfUTI8NU10bw+vThkJTG+d4/Uih3P/AUsMHMTprZr52rjkglaQ74iBEhm+3G\nLJ+H7A0HqN7USOLFXtx4foe8dHec9IkYNdcuwcwYHBwkmUzS0dFBPH6IwUA+i1MrWFQe/RUVqSDh\nxiYARgf6aV6+ct71tc20LIYi3D/ywfm0K1Jpmv0+hl2Q1FgPDQ219PfnJzVqdrSR2jtA7McnMZ+H\n5N5+8Bmh7W0AkzfoLV3WyIEDp+ivXQdoDeRKpABZpILUNhZmkIcGFlQ/rk1CRERKrsnvY8x5GSNA\na6t3MkCuXt+IJxIg+oPjAHgiAeresQpvTX5zkZMnT+L3+wkF8zfo9bAMn0FHVaA8JyIzUoAsUkHC\njY0AjA4sLEBOjAzRtvqyYnZJRETO8vpayHU0NY5z+PAAuVwOj9dDy3/Yyng0jX9JzWRgPOHUqVMs\nW7aMVOooACfH61gV9OLzzP+mbCkt5SCLVBCvz0+orp7RwYUGyMOE6jWDLCJSShPbTY8QIVybJJvN\n5pd7A/wtIarX1r8hOM5kMnR3d9PR0cFo/BBmAU6kvbpBr0IpQBapMOGGJmKD879JL5MeI51MUlOn\nXfREREppYrvpuKeVqkB+i+lz7ejY09NDLpejvb2d0dh+QjXreS2Z1g16FUoBskiFCTc1LWgGOTGs\nTUJERBbDRIpF0r8S8+QnNCbykGcycYNee3s7sdF9JENXk8o5zSBXKAXIIhWmtrGZ2AIC5FhhcK5t\n1ra7IiKl1FSYQR71LiedPkU4HJ4MgGdy/PhxIpEIVdVJMplBBgNbAC3xVqkUIItUmHBjE6lYlEx6\nbF71ogP5j/ciCpBFREoq6PXQ6Pcy5FlCMnmC9esv49ChQ2Sz2WnLp1IpDh06xIYNGxiN7QOg1/JL\neWqJt8qkAFmkwtQWNguJDw7Oq160rzdfXwGyiEjJdVQF6HMN5HJjrFvXRjqd5siRI9OWPXjwINls\nlq1btxKL7QOMU7lGgh4PSwL+aetIeSlAFqkw4Yb8ZiHzvVEv1t9HMFKHP6DZCBGRUuuoDtAzHgKg\npQWqqqrYv3//tGV3795NXV0dHR0dxEb3EQyu5NiYY00ogJmWeKtECpBFKky4qbCb3jzzkKMDfUqv\nEBFZJB3VAbozXhyQTp9iw4YNHDhwgPHx8TPKxeNxjhw5wpYtW/B4PMRi+6it3czRxBhrgtXl6byc\nkwJkkQpTW9huOjYwvxnkaF8vkebWUnRJRETO0lHtJ5mDUasnmTzOpk2bSKVSHDt27Ixy+/btwznH\n1q1byWSipFKdBGsu53hqTPnHFUwBskiFCQRDBIIhRuex3bRzjlh/n/KPRUQWSUd1fnvomH8zyeQJ\nLrvsMvx+P/v27Tuj3O7du2lpaaGtrY3R0XwKxnDVZsYdrNYSbxVLAbJIBaptap7XdtOp0RiZsZRm\nkEVEFslEgDziX08yeQK/38+6des4cOAAuVwuf2xkhBMnTrBlyxbMjNjoxAoWqwGtYFHJFCCLVKBw\n4/x204v2a4k3EZHFNBEgD/lWkEieAGDz5s3E43E6OztJJBI8++yzAGzZkl/zeDS2j0Cghc5sPjDW\nGsiVy1fuDojIG4Ubmxg4eWLO5WOFAFkpFiIii6PB5yXk9dBvbWSzw2QyI6xbtw6v18uXv/zlyTWR\nV61aRVPh5uvY6H5qw5s4nBijweel0a8wrFLpJyNSgWobm4gPDZEbH8fj9Z6zfLQ/vwZypEUpFiIi\ni8HM8msh5xoASCaPE4lcwa233kpPTw8tLS20trayYsUKAHK5MeLxQzQ1vY2DIyk21GgFi0qmAFmk\nAoUbm3EuR3xkiNrG5nOWj/b34fMHCNZGFqF3IiIC+ZUselL5QDeZPEEkcgU7d+6ctuxo/BDOZQnX\nbOJAV5L3tDYsZldlnpSDLFKBwoWl3uZ6o97EChZacF5EZPF0VAfoSufH3WRy9rS40Vh+BYtE9Uai\n2ZxmkCucAmSRCjSx3fRcNwuJ9vcqvUJEZJEtrw4wnM3hAquIjU6/i96E2OhevN4ajo3nx/eNNcHF\n6KIskAJkkQo0MYM815UsYv191DbpBj0RkcU0sZLFWORmBgefIJfLTlvOOcfAwE+pq9vOq/ExAM0g\nVzgFyCIVKFgbwev3z2kGOZtOEx8eItKiAFlEZDFNBMjJ0HVksyPEYq9MWy6ROEIyeYyW5ls5EE/R\nEvDRFNBtYJVMAbJIBTKz/FrIc9huemKWWZuEiIgsro5qPwAjgfWAh4GBn05brq/vBwA0t7ydg/EU\nG0KaPa50CpBFKlS4oWlOM8iTayArxUJEZFG1Bfz4zejO+IhErmRg8LFpy/X1P0pt7VYCgTYOJlJs\nDCtArnQKkEUqVG1T85wC5Gif1kAWESkHjxnLqvycTKVpanwz0egrZDJDZ5QZG+slGn2JluZbOJlK\nkxjXChYXAgXIIhVqYrtp59ys5aL9fVBIyRARkcXVUR3IB8hNbwFyDA4+ccbxvv5HAWhpyecfg1aw\nuBAoQBapUA1LljGeyRDtOz1ruWh/LzX1Dfj8/kXqmYiITMgHyBkikSvw+eoYGDgzzaK//1GC1Suo\nqVnPwUKAvD5UVY6uyjwoQBapUC0rVwPQe/y1WcvF+vuINCv/WESkHDqq/ZxOZ8g4o7HxBgYGfzr5\nyV82O8rg4FM0t9yCmXEwnmJZlZ86v1awqHQKkEUqVPPylWBG37FzBMgDfdRqBQsRkbLoqA7ggK6x\nDE2NbyWd7mU0fhCAgcHHcC5NS/OtAByIp5R/fIHQWxiRCuWvrqZhyTL6ZplBdrkc0f4+1u7YuYg9\nExGRCcsLayGfTKXZ0XQjAEePfBp/oImhoafx+xuoq9vOuHMcSqS4saG5nN2VOdIMskgFa1m5mr4T\nMwfIiegI45mMUixk0ZnZbWZ20MwOm9nH51vGzL5gZr1mtues54+Z2W4ze8nMni/lOYgUw8RmIZ2p\nNNVVS4hErqJ/4IcMDPyYqqpW1q79XTweH8eSY4zlnGaQLxBlDZCLMMBOe2y+dcys2syeNbOXzWyv\nmf3xfPooUiotK1czcrqHsURi2uPDp3sALfEmi8vMvMDngduBzcAHzWzzPMv8I3DbDC9xk3Num3Nu\nR7H7LlJsy6r8GPkZZICrt/8Tb3vrbt5849PsuPobtC97P8DkDXpaweLCULYA+XwH2JmOLaQOMAbc\n7Jy7EtgG3GZmO+fSR5FSmrhRr//EsWmPdx86AEDbmnWL1SURgGuBw865o865NPA14K75lHHOPQYM\nLlaHRUol4PGwojrA/tF8AOzxBPB6Q28od0ArWFxQyjmDfL4D7EzH5l3H5Y0WyvgLDzfHPoqUzESA\nPFMe8qkD+6hrW0K4oXExuyXSDnRO+f5k4bn5lpmOA75vZrvM7MMzFTKzD5vZ82b2fF9f3xy7LVIa\n19XX8PTI6Kzr1u+OJVlZHaDG513EnslClTNAPt8BdqZjC6mDmXnN7CWgF/iBc+6ZOfZxkgZsKbba\npmaqamqmDZCdc5w6uI/2DfpQQ4rPzB41sz3TPO4CbJoqZ0cGcykznRucc9vJf3L3ETN7y3SFnHP3\nOed2OOd2tLQoB1/K6/r6MIOZcQ4mUtMez+Qcjw/FeHND7SL3TBaqpKtYmNmjwJJpDn2C8x9gZzq2\nkDo458aBbWZWDzxgZlvm2MfXDzh3H3AfwI4dO+byh0BkVmaWv1FvmgB5qLuLZHSE9o0KkKX4nHO3\nzHTMzK4Hlk95qgPoOqvYyTmUme51uwr/9prZA+Q/yXts9loi5fWm+jAATw/Hp80xfiEaJzae46Ym\nBcgXipLOIDvnbnHObZnm8SBzGzxnKzPTsYXUmdrnYeDH5G8eWdAAL1JMLStX09d5jFxu/IznTx3c\nC0D7hsvL0S25tD0HrDOz1WYWAD4APLSAMmcwsxozq534GngHsGe2OiKVYEV1gKVVfp4aHp32+I8G\nY3gNzSBfQMqZYnG+A+xMx+Zdx8xaCjPHmFkQuAU4MMc+ipRUy8rVZMfGGCmsWDHh1IF9VNdGaGzv\nKFPP5FLlnMsC9wLfA/YD33DO7QUws0fMbNlsZQrl7geeAjaY2Ukz+zWgDXjczF4GngUeds7922Ke\nm8hCmBnX14d5anj6POQfDkbZEakhovzjC0bZNgpxzmXNbGLw9AJfmDrAAv+Xc65rpjLnqD+vOmZ2\nBfDFwqoVHvID+Xdna0tksbSuXAPkb9RrWPp6CnzXwX20b9iE2XSZQCKl5Zx7BHhkmufvOFeZwrEP\nztD0lUXpoMgiu76+hm+fHuJocoy1odfXOu5LZ3glluT3Vk+XcSqVqqw76RVhgJ2p/rzqOOdeAa6a\nz2uILJamjhWYx0Pf8ddYvzO/S1N8eIih7i623vwzZe6diIgA7Kx7PQ95aoD82GAMgJsaI2XplyyM\ndtITqXC+QIDGZR30TrlRr+vgfgDdoCciUiEuC1XREvC9IQ/5R4MxGv1erqjVBiEXEgXIIheAs1ey\nOHVwLz5/gNbVl5WxVyIiMsHM2Fl3Zh5yzjl+PBjjbY0RPEqHu6AoQBa5ALSsXE2sv4+9P/n3/PrH\nB/ax5LL1+Pz+cndNREQKdtbXcGosw4nCttN7RpP0Z7Lc1KjVKy40Zc1BFpG52XLTrRzZ9Sz/9tef\n4eCTj3H6tSNce9f7yt0tERGZYmI95CeGRwl5PTzYOwzA2xQgX3AUIItcAEKROt7/3/8HL33vYX56\n/xdxuRzLNmwqd7dERGSKDTXVNPi8/PaB1zfhvbI2SEtAn/ZdaBQgi1wgPB4v229/N2u2X8vRXc+w\n6ort5e6SiIhM4THjLzcu55VYkuaAj+aAjx2RmnJ3SxZAAbLIBaa+bQnb77ir3N0QEZFp3N5Sz+0t\n9eXuhpwn3aQnIiIiIjKFAmQRERERkSkUIIuIiIiITKEAWURERERkCgXIIiIiIiJTKEAWEREREZlC\nAbKIiIiIyBQKkEVEREREplCALCIiIiIyhQJkEREREZEpFCCLiIiIiExhzrly9+GiZGYx4GAZu9AM\n9Jfx9dUH9UF9mN4G51xtmftwUamA8RYq43er3H0o9+urD+rD2RY83vqK3ROZdNA5t6NcL25mz5fz\n9dUH9UF9mLkP5Xz9i1RZx1uonN8t/d1RH9SHM/uw0LpKsRARERERmUIBsoiIiIjIFAqQS+e+S/z1\nQX2YoD7kqQ95ldCHi00lXFP1ofyvD+rDBPUhb8F90E16IiIiIiJTaAZZRERERGQKBcgiIiIiIlMo\nQBYRERERmUIBsoiIiIjIFAqQRURERESmUIAsIiIiIjKFAmQRERERkSkUIIuIiIiITKEAWURERERk\nCgXIRWJmy83sR2a238z2mtl/nqHcbWZ20MwOm9nHS9CPL5hZr5ntmaXMMTPbbWYvmdnzZepDqa/D\nOdsv9nWY42tedOd9VtuV8LMv6/+BShkLLmaVco3L/bs2jz5cdOOOxtvJ9ivh51+2/wclHQucc3oU\n4QEsBbYXvq4FXgU2n1XGCxwB1gAB4OWzyxShH28BtgN7ZilzDGgu4bWYtQ+lvg5zbb+Y12Eur3kx\nnnel/ezn0odFuAYVMRZczI9Kucbl/l2bSx8uxnFH423l/Pzn0odSXodSjgWaQS4S51y3c+6Fwtcx\nYD/Qflaxa4HDzrmjzrk08DXgriL34zFgsJhtlqAPpb4OJb/OC3zNi/G8z1ABP/uy/x+olLHgYlYp\n17jcv2tz7MPFOO5ovC2ogJ9/Wf8flHIsUIBcAma2CrgKeOasQ+1A55TvT/LGH+RicMD3zWyXmX24\nDK9f6usw1/aLeR3m8poX43nP1yX1f+ACGAsueBfANdZ4m6fx9uL8+c9Vya9DsccCX7E6dikws0eB\nJdMc+oRz7sFCmTDwLeC3nHPRs5uYpq4rdh/m4AbnXJeZtQI/MLMDhXeAi9WHkl6HebR/Xtfh7C7N\n4TXP+7yL0Aco7nnPV6mvwVyV/BqUeiy42Gm8LVofNN7O3q+FuhDGW6icsaak16EUY4EC5Hlwzt0y\n23Ez85P/AX3VOfftaYqcBJZP+b4D6CpmH+bYRlfh314ze4D8xw9z/kUtQh9Keh3M7Pq5tH++1+Es\nczmn8z7vIvSh2Oc9X6W+BnNS6muwGGPBxU7jbdH6oPF2ln6dhwthvIUKGWtKeR1KNhbMNRFaj3Mm\nihvwJeCzs5TxAUeB1byeKH55CfqyipkT9muA2ilfPwnctsh9KOl1mEv7xb4Oc3zNi+68K+1nP8c+\nlPQaVNJYcLE+Kukaa7zVeFvO8bbcP/859qFk16GUY0FRL9Cl/ABuJD9l/wrwUuFxR+HYI8Cywtd3\nkL/L8gj5j8iK3Y/7gW4gQ/5d069N7QP5uzhfLjz2lqMPi3Qdpm2/lNfhXK95sZ53Bf7sy/p/oFLG\ngov5USnXuNy/a3PpwyJdB423ZRhvK+jnX7b/B6UcC6xQUURERERE0CoWIiIiIiJnUIAsIiIiIjKF\nAmQRERERkSkUIIuIiIiITKEAWURERERkCgXIIiIiIiJTKEAWEREREZlCAbKIzImZ/S8ze8HMril3\nX0RELnYac8tLAbKInJOZ1QCtwK8Dd5a5OyIiFzWNueWnAFnKxsw+Y2a/NeX775nZ3035/tNm9ttF\nfs3RIrdXb2a/OeX7VWa25zzb/IKZ9U7XjpndZmYHzeywmX18yvP/xcz2mtkeM7vfzKoLz1eb2bNm\n9nLh+B/P1lah/0kze2nq6zrn4sBS4MfA/1coGzSzl8wsbbbuJIQAAAT7SURBVGbN53POIlJ6GnNn\nbFNjrryBAmQppyeBNwGYmQdoBi6fcvxNwBNl6Nd81AO/ec5S8/OPwG1nP2lmXuDzwO3AZuCDZrbZ\nzNqB/wTscM5tAbzABwrVxoCbnXNXAtuA28xs50xtFeoccc5tO+u1m4AQEAPGAZxzyUK5rqKduYiU\nksbc6f0jGnPlLAqQpZyeoDBYkx+k9wAxM2swsypgE/CimX3HzHYV3o1/eKKymf3Ps2YS/ruZfdTM\nfrHwDv4lM/vfhYHpDDOVKbyb329mf1t4ve+bWbBw7A/N7ICZ/aAwY/A7wF8AawvtfLLQvHe6+nPl\nnHsMGJzm0LXAYefcUedcGvgacFfhmA8ImpmP/KDaVWjLOecmZnD8hYc7R1vT+QPgU8Be8oO7iFx4\nNOZOQ2OuTEcBspSNc64LyJrZCvKD9lPAM8D1wA7glcJA8qvOuasLz/2nwjtryA8w75/S5M8Dzxee\nu6HwTnsc+IWpr2tmm85RZh3weefc5cAw8F4z2wG8F7gK+NlCXwA+TuHdv3Pud2eqv9BrdJZ2oHPK\n9yeBdufcKfID6QmgGxhxzn1/yvl6Cx/f9QI/cM49M1Nb072oma0i//P5OrCfM2ecROQCoTF33jTm\nXsJ85e6AXPImZjTeBPwl+QHjTcAI+Y8DIT9Av6fw9XLyg+GAc+5FM2s1s2VACzAEbAWuBp4zM4Ag\n+UFqqrefo8xrzrmJfLBdwCryH0U+6JxLApjZv8xyTtPVLwab5jlnZg3kZyJWk//j8E0z+0Xn3FcA\nnHPjwDYzqwceMLMtM7U1w+v+GfAnzjlnZhqsRS5sGnPnTmPuJUwBspTbRE7cVvIf93UCHwWiwBfM\n7G3ALcD1zrmEmf0YqJ5S/5+B9wFLyM9uGPBF59zvz/Ka5yozNuXrcfKD+XSD20ymq39mB8w+AvyH\nwrd3FGZ2zuUk+T9WEzrIf6x3C/k/EH2Ftr9N/pp+ZWpl59xw4frdRv6P5HRtnd3PbeRnb240s8+T\nv/a759BXEalMGnM15socKMVCyu0J8kvYDDrnxp1zg+Rvwrie/Md/dcBQYaDeCOw8q/7XyN8c8T7y\nA/e/A+8zs1YAM2s0s5Vn1ZlLmbM9DrzL8ncoh4F3Fp6PAbXzPWnn3OcLHxFum+NADfAcsM7MVptZ\ngPx5P0T+Y76dZhay/PTM28l/LIeZtRRmMSjk5d0CHJilrbP9T+BdzrlVzrlVwJVoNkPkQqYxV2Ou\nzIECZCm33eQ/Snv6rOdGnHP9wL8BPjN7BfjTs8rhnNt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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, ax = pl.subplots(nrows=2, ncols=2, figsize=(10,10))\n", "ax = ax.flatten()\n", "for j in range(10):\n", " for i in range(4):\n", " mod.atmospheres['ch1'].set_parameters([50.0*j,0.0,100.0*j,0.2,0.0,8.0,1.0,0.0], 1.0)\n", " mod.synthesize()\n", " ax[i].plot(mod.spectrum['spec1'].wavelength_axis - 10830, mod.spectrum['spec1'].stokes[i,:])\n", "\n", "for i in range(4):\n", " ax[i].set_xlabel('Wavelength - 10830[$\\AA$]')\n", " ax[i].set_ylabel('{0}/Ic'.format(label[i]))\n", " ax[i].set_xlim([-2,2])\n", " \n", "pl.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "As another example, let's generate a profile for an off-limb observation. To this end, we just simply select $\\theta_\\mathrm{obs}=90^\\circ$ and set the boundary condition of intensity to zero." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2018-05-07 12:35:08,343 - Adding spectral region spec1\n", "2018-05-07 12:35:08,345 - - Using wavelength axis from 10826.0 to 10833.0 with 150 steps\n", "2018-05-07 12:35:08,346 - - Not mask for pixels\n", "2018-05-07 12:35:08,348 - - Using LOS [90.0, 0.0, 90.0]\n", "2018-05-07 12:35:08,349 - - Using off-limb normalization (peak intensity)\n", "2018-05-07 12:35:08,351 - - Using boundary condition [90.0, 0.0, 90.0]\n", "2018-05-07 12:35:08,353 - * Adding line : 10830\n", "2018-05-07 12:35:08,355 - Adding topologies\n", "2018-05-07 12:35:08,357 - - ch1\n", "2018-05-07 12:35:08,359 - Removing unused atmospheres\n", "2018-05-07 12:35:08,360 - Number of pixels to read : 1\n", "/scratch/miniconda3/envs/py36/lib/python3.6/site-packages/matplotlib/figure.py:2267: UserWarning: This figure includes Axes that are not compatible with tight_layout, so results might be incorrect.\n", " warnings.warn(\"This figure includes Axes that are not compatible \"\n" ] }, { "data": { "image/png": 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KldFoNsOw+AmMzazEW4E/nk+Qj3SemI2wlFKq6vTGRsnmDM3B2an4s7TOQ7tusahamiAr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\nKecGlUFWlBOQUvKHoRgXBD1kIk9jsQTo6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DAbnuribR++lfhXPkd20xr8Di+YYMog3kJp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\nVpPSAFmpMuELTj/FItSXD5ArqjV4UDNHRH4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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mod = hazel.Model(working_mode='synthesis', verbose=True)\n", "mod.add_spectral({'Name': 'spec1', 'Wavelength': [10826, 10833, 150], 'topology': 'ch1',\n", " 'LOS': [90.0,0.0,90.0], 'Boundary condition': [0.0,0.0,0.0,0.0]})\n", "mod.add_chromosphere({'Name': 'ch1', 'Spectral region': 'spec1', 'Height': 3.0, 'Line': '10830', \n", " 'Wavelength': [10826, 10833]})\n", "mod.setup()\n", "\n", "f, ax = pl.subplots(nrows=2, ncols=2, figsize=(10,10))\n", "ax = ax.flatten()\n", "for j in range(10):\n", " for i in range(4):\n", " mod.atmospheres['ch1'].set_parameters([50.0*j,0.0,100.0*j,0.2,0.0,8.0,1.0,0.0], 1.0)\n", " mod.synthesize()\n", " ax[i].plot(mod.spectrum['spec1'].wavelength_axis - 10830, mod.spectrum['spec1'].stokes[i,:])\n", "\n", "for i in range(4):\n", " ax[i].set_xlabel('Wavelength - 10830[$\\AA$]')\n", " ax[i].set_ylabel('{0}/Ic'.format(label[i]))\n", " ax[i].set_xlim([-2,2])\n", " \n", "pl.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Synthesizing with several atmospheres" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Now that we know how to compute a single atmosphere, let's complicate things a little and add a photosphere below the chromosphere. We define again the spectral region and add a photosphere and a chromosphere. For the photosphere, it's easier to pass a 1D model that will be automatically read and used. If not, then you would need to read the model yourself and change the parameters. The file contents follows:" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ff\r\n", "1.0\r\n", "\r\n", " logtau T Pe vmic v Bx By Bz\r\n", " 1.2000 8879.7 2.99831E+03 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 1.1000 8720.2 2.46927E+03 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 1.0000 8551.0 1.98933E+03 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 0.9000 8372.2 1.56782E+03 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 0.8000 8183.7 1.20874E+03 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 0.7000 7985.6 9.11633E+02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 0.6000 7777.9 6.72597E+02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 0.5000 7557.6 4.75281E+02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 0.4000 7326.3 3.25088E+02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 0.3000 7083.8 2.15232E+02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 0.2000 6860.1 1.43137E+02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 0.1000 6640.1 9.38622E+01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " 0.0000 6424.0 6.06914E+01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -0.1000 6239.3 4.15733E+01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -0.2000 6072.2 2.91055E+01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -0.3000 5922.8 2.08261E+01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -0.4000 5777.8 1.53184E+01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -0.5000 5643.8 1.15489E+01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -0.6000 5520.8 8.92457E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -0.7000 5409.8 7.08599E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -0.8000 5310.4 5.77373E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -0.9000 5222.4 4.82788E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -1.0000 5140.4 4.03386E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -1.1000 5067.0 3.41302E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -1.2000 5002.4 2.92422E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -1.3000 4937.5 2.49379E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -1.4000 4876.8 2.13513E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -1.5000 4820.4 1.83529E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -1.6000 4765.7 1.57718E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -1.7000 4714.0 1.35790E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -1.8000 4665.2 1.17127E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -1.9000 4617.4 1.01011E+00 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -2.0000 4571.7 8.71864E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -2.1000 4527.9 7.53168E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -2.2000 4485.7 6.50980E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -2.3000 4445.3 5.63044E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -2.4000 4406.6 4.87321E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -2.5000 4369.9 4.22256E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -2.6000 4335.0 3.66210E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -2.7000 4302.0 3.17890E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -2.8000 4271.8 2.76597E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -2.9000 4243.9 2.41060E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -3.0000 4218.4 2.10432E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -3.1000 4199.1 1.84897E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -3.2000 4184.1 1.63125E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -3.3000 4173.3 1.44504E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -3.4000 4169.3 1.28638E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -3.5000 4170.8 1.15030E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -3.6000 4177.9 1.03325E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -3.7000 4194.8 9.26851E-02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -3.8000 4219.3 8.32714E-02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -3.9000 4251.5 7.49313E-02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -4.0000 4309.5 6.58077E-02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -4.1000 4384.3 5.71418E-02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -4.2000 4475.8 4.90563E-02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -4.3000 4632.6 5.07160E-02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -4.4000 4830.3 5.72114E-02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -4.5000 5069.1 7.04217E-02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -4.6000 5261.7 8.84299E-02 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -4.7000 5451.7 1.17157E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -4.8000 5639.2 1.63763E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -4.9000 5779.7 1.85029E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -5.0000 5895.5 1.93060E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -5.1000 5986.5 1.86025E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -5.2000 6078.6 1.78837E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -5.3000 6158.9 1.65029E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -5.4000 6227.4 1.46178E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -5.5000 6300.0 1.33777E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -5.6000 6368.8 1.21921E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -5.7000 6433.7 1.10655E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -5.8000 6525.9 1.07495E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -5.9000 6629.7 1.07811E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n", " -6.0000 6745.3 1.11634E-01 0.000E+00 0.0000E+00 5.0000E+02 0.0000E+00 0.0000E+00 \r\n" ] } ], "source": [ "%cat photospheres/model_photosphere.1d" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2018-05-03 12:38:22,043 - Adding spectral region spec1\n", "2018-05-03 12:38:22,045 - - Using wavelength axis from 10826.0 to 10833.0 with 150 steps\n", "2018-05-03 12:38:22,047 - - Not mask for pixels\n", "2018-05-03 12:38:22,049 - - Using LOS [0.0, 0.0, 90.0]\n", "2018-05-03 12:38:22,051 - - Using boundary condition [0.0, 0.0, 90.0]\n", "2018-05-03 12:38:22,053 - * Adding line : 10830\n", "2018-05-03 12:38:22,058 - * Adding line : [300]\n", "2018-05-03 12:38:22,063 - * Reading 1D model model_photosphere.1d as reference\n", "2018-05-03 12:38:22,073 - Adding topologies\n", "2018-05-03 12:38:22,075 - - ph1->ch1\n", "2018-05-03 12:38:22,077 - Removing unused atmospheres\n", "2018-05-03 12:38:22,078 - Number of pixels to read : 1\n" ] } ], "source": [ "mod = hazel.Model(working_mode='synthesis', verbose=True)\n", "mod.add_spectral({'Name': 'spec1', 'Wavelength': [10826, 10833, 150], 'topology': 'ph1->ch1',\n", " 'LOS': [0.0,0.0,90.0], 'Boundary condition': [1.0,0.0,0.0,0.0]})\n", "mod.add_chromosphere({'Name': 'ch1', 'Spectral region': 'spec1', 'Height': 3.0, 'Line': '10830', \n", " 'Wavelength': [10826, 10833]})\n", "mod.add_photosphere({'Name': 'ph1', 'Spectral region': 'spec1', 'Spectral lines': [300], \n", " 'Wavelength': [10826, 10833], 'Reference atmospheric model': 'model_photosphere.1d'})\n", "mod.setup()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "And then do the plots again by changing the velocity of the chromospheric component." ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, ax = pl.subplots(nrows=2, ncols=2, figsize=(10,10))\n", "ax = ax.flatten()\n", "for j in range(10):\n", " for i in range(4):\n", " mod.atmospheres['ch1'].set_parameters([50.0,0.0,100.0,0.5,-20.0+4*j,8.0,1.0,0.0], 1.0)\n", " mod.synthesize()\n", " ax[i].plot(mod.spectrum['spec1'].wavelength_axis, mod.spectrum['spec1'].stokes[i,:])\n", "\n", "for i in range(4):\n", " ax[i].set_xlabel('Wavelength [$\\AA$]')\n", " ax[i].set_ylabel('{0}/Ic'.format(label[i]))\n", " ax[i].set_xlim([10826,10832])" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "## Synthesizing with several chromospheres" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Chromospheres (and atmospheres in general) in Hazel can be combined with filling factors (using `+`) or as stacked atmospheres (using `->`). We provide a few examples of that." ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### One atmosphere on top of the other" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Let's stack two chromospheres together with a photosphere below." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2018-05-03 12:40:40,531 - Adding spectral region spec1\n", "2018-05-03 12:40:40,532 - - Using wavelength axis from 10826.0 to 10833.0 with 150 steps\n", "2018-05-03 12:40:40,535 - - Not mask for pixels\n", "2018-05-03 12:40:40,537 - - Using LOS [0.0, 0.0, 90.0]\n", "2018-05-03 12:40:40,538 - - Using boundary condition [0.0, 0.0, 90.0]\n", "2018-05-03 12:40:40,540 - * Adding line : 10830\n", "2018-05-03 12:40:40,542 - * Adding line : 10830\n", "2018-05-03 12:40:40,544 - * Adding line : [300]\n", "2018-05-03 12:40:40,547 - * Reading 1D model model_photosphere.1d as reference\n", "2018-05-03 12:40:40,551 - Adding topologies\n", "2018-05-03 12:40:40,553 - - ph1->ch1->ch2\n", "2018-05-03 12:40:40,554 - Removing unused atmospheres\n", "2018-05-03 12:40:40,556 - Number of pixels to read : 1\n" ] } ], "source": [ "mod = hazel.Model(working_mode='synthesis', verbose=True)\n", "mod.add_spectral({'Name': 'spec1', 'Wavelength': [10826, 10833, 150], 'topology': 'ph1->ch1->ch2',\n", " 'LOS': [0.0,0.0,90.0], 'Boundary condition': [1.0,0.0,0.0,0.0]})\n", "mod.add_chromosphere({'Name': 'ch1', 'Spectral region': 'spec1', 'Height': 3.0, 'Line': '10830', \n", " 'Wavelength': [10826, 10833]})\n", "mod.add_chromosphere({'Name': 'ch2', 'Spectral region': 'spec1', 'Height': 3.0, 'Line': '10830', \n", " 'Wavelength': [10826, 10833]})\n", "mod.add_photosphere({'Name': 'ph1', 'Spectral region': 'spec1', 'Spectral lines': [300], \n", " 'Wavelength': [10826, 10833], 'Reference atmospheric model': 'model_photosphere.1d'})\n", "mod.setup()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Now we synthesize the emergent Stokes parameters by changing the velocity of the second component." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, ax = pl.subplots(nrows=2, ncols=2, figsize=(10,10))\n", "ax = ax.flatten()\n", "for j in range(9):\n", "# Bx, By, Bz, tau, v, delta, beta, a\n", " mod.atmospheres['ch1'].set_parameters([50.0,0.0,100.0,0.3,0.0,8.0,1.0,0.0], 1.0)\n", " mod.atmospheres['ch2'].set_parameters([50.0,0.0,100.0,0.3,2*j,8.0,1.0,0.0], 1.0)\n", " mod.synthesize()\n", " for i in range(4):\n", " ax[i].plot(mod.spectrum['spec1'].wavelength_axis, mod.spectrum['spec1'].stokes[i,:], color=pl.cm.autumn(25*j))\n", "\n", "for i in range(4):\n", " ax[i].set_xlabel('Wavelength [$\\AA$]')\n", " ax[i].set_ylabel('{0}/Ic'.format(label[i]))\n", " ax[i].set_xlim([10826,10832])\n", "pl.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "### Atmospheres with filling factors" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "And now we combine the atmospheres with a filling factor." ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2018-05-03 12:41:41,841 - Adding spectral region spec1\n", "2018-05-03 12:41:41,844 - - Using wavelength axis from 10826.0 to 10833.0 with 150 steps\n", "2018-05-03 12:41:41,848 - - Not mask for pixels\n", "2018-05-03 12:41:41,852 - - Using LOS [0.0, 0.0, 90.0]\n", "2018-05-03 12:41:41,853 - - Using boundary condition [0.0, 0.0, 90.0]\n", "2018-05-03 12:41:41,855 - * Adding line : 10830\n", "2018-05-03 12:41:41,856 - * Adding line : 10830\n", "2018-05-03 12:41:41,858 - * Adding line : [300]\n", "2018-05-03 12:41:41,859 - * Reading 1D model model_photosphere.1d as reference\n", "2018-05-03 12:41:41,863 - Adding topologies\n", "2018-05-03 12:41:41,864 - - ph1->ch1+ch2\n", "2018-05-03 12:41:41,866 - Removing unused atmospheres\n", "2018-05-03 12:41:41,868 - Number of pixels to read : 1\n" ] } ], "source": [ "mod = hazel.Model(working_mode='synthesis', verbose=True)\n", "mod.add_spectral({'Name': 'spec1', 'Wavelength': [10826, 10833, 150], 'topology': 'ph1->ch1+ch2',\n", " 'LOS': [0.0,0.0,90.0], 'Boundary condition': [1.0,0.0,0.0,0.0]})\n", "mod.add_chromosphere({'Name': 'ch1', 'Spectral region': 'spec1', 'Height': 3.0, 'Line': '10830', \n", " 'Wavelength': [10826, 10833]})\n", "mod.add_chromosphere({'Name': 'ch2', 'Spectral region': 'spec1', 'Height': 3.0, 'Line': '10830', \n", " 'Wavelength': [10826, 10833]})\n", "mod.add_photosphere({'Name': 'ph1', 'Spectral region': 'spec1', 'Spectral lines': [300], \n", " 'Wavelength': [10826, 10833], 'Reference atmospheric model': 'model_photosphere.1d'})\n", "mod.setup()" ] }, { "cell_type": "markdown", "metadata": { "deletable": true, "editable": true }, "source": [ "Note that filling factors will be combined so that they add up to 1. This way, it is unnecessary to set them by hand to add to 1, it is automatically done by the code. We combine two atmospheres with different velocities and we gradually change the filling factor from 0 to 1." ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false, "deletable": true, "editable": true }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "f, ax = pl.subplots(nrows=2, ncols=2, figsize=(10,10))\n", "ax = ax.flatten()\n", "for j in range(11):\n", "# Bx, By, Bz, tau, v, delta, beta, a\n", " mod.atmospheres['ch1'].set_parameters([50.0,0.0,100.0,1.0,10.0,8.0,1.0,0.0], j/10.0)\n", " mod.atmospheres['ch2'].set_parameters([50.0,0.0,100.0,1.0,-10.0,8.0,1.0,0.0], 1.0-j/10.0)\n", " mod.synthesize()\n", " for i in range(4):\n", " ax[i].plot(mod.spectrum['spec1'].wavelength_axis, mod.spectrum['spec1'].stokes[i,:], color=pl.cm.autumn(25*j))\n", "\n", "for i in range(4):\n", " ax[i].set_xlabel('Wavelength [$\\AA$]')\n", " ax[i].set_ylabel('{0}/Ic'.format(label[i]))\n", " ax[i].set_xlim([10826,10832])\n", "pl.tight_layout()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true, "deletable": true, "editable": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 2 }