{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "c8b37fb2", "metadata": {}, "outputs": [], "source": [ "import datetime\n", "import matplotlib.pyplot as plt\n", "import pyaurorax\n", "\n", "aurorax = pyaurorax.PyAuroraX()" ] }, { "cell_type": "markdown", "id": "4142efd2-30f9-4225-b772-30d3368b1bb9", "metadata": {}, "source": [ "# Perform a basic 'inverse' calculation" ] }, { "cell_type": "code", "execution_count": 2, "id": "4c8bc986-97a4-4dce-855e-761f9b8cc2e4", "metadata": {}, "outputs": [], "source": [ "# set up our request\n", "#\n", "# just like the forward function, outputs are toggled on/off using a flag object.\n", "timestamp = datetime.datetime(2021, 10, 12, 6, 0, 0)\n", "latitude = 58.227808\n", "longitude = -103.680631\n", "\n", "intensity_4278 = 2302.6\n", "intensity_5577 = 11339.5\n", "intensity_6300 = 528.3\n", "intensity_8446 = 427.4\n", "\n", "output = pyaurorax.models.ATMInverseOutputFlags()\n", "output.energy_flux = True\n", "output.characteristic_energy = True\n", "output.oxygen_correction_factor = True" ] }, { "cell_type": "code", "execution_count": 3, "id": "b0f11153-8b9c-4f97-b279-d63f62802d0a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Energy Flux: 9.026 erg/cm2/s\n", "Characteristic Energy: 4659.787 eV\n", "Oxygen Correction Factor: 0.529\n" ] } ], "source": [ "# perform the calculation\n", "result = aurorax.models.atm.inverse(timestamp, latitude, longitude, intensity_4278, intensity_5577, intensity_6300, intensity_8446, output)\n", "\n", "# let's view the output values we asked for\n", "print(\"Energy Flux: %.03f erg/cm2/s\" % (result.energy_flux))\n", "print(\"Characteristic Energy: %.03f eV\" % (result.characteristic_energy))\n", "print(\"Oxygen Correction Factor: %.03f\" % (result.oxygen_correction_factor))\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "c0614950", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ATMInverseResult:\n", " altitudes : None\n", " characteristic_energy : 4659.787109\n", " emission_4278 : None\n", " emission_5577 : None\n", " emission_6300 : None\n", " emission_8446 : None\n", " energy_flux : 9.026382\n", " height_integrated_rayleighs_4278 : None\n", " height_integrated_rayleighs_5577 : None\n", " height_integrated_rayleighs_6300 : None\n", " height_integrated_rayleighs_8446 : None\n", " neutral_n2_density : None\n", " neutral_n_density : None\n", " neutral_o2_density : None\n", " neutral_o_density : None\n", " neutral_temperature : None\n", " oxygen_correction_factor : 0.528542\n", " plasma_electron_density : None\n", " plasma_electron_temperature : None\n", " plasma_hall_conductivity : None\n", " plasma_ion_temperature : None\n", " plasma_ionisation_rate : None\n", " plasma_noplus_density : None\n", " plasma_o2plus_density : None\n", " plasma_oplus_density : None\n", " plasma_pederson_conductivity : None\n", " request_info : ATMInverseResultRequestInfo(...)\n" ] } ], "source": [ "# let's view the result object like we did for the forward calculation\n", "result.pretty_print()" ] }, { "cell_type": "markdown", "id": "d94993ae-40b8-4e73-9d0c-5f492eca6194", "metadata": {}, "source": [ "# Do a request with all output parameters" ] }, { "cell_type": "code", "execution_count": 5, "id": "3031e0a2-176f-4c8a-a691-7079cf54f937", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ATMInverseResult:\n", " altitudes : array([ 80. , 81. , 82. , 83. , 84. , 85. , 86. , 87. ...])\n", " characteristic_energy : 4659.787109\n", " emission_4278 : array([2.72207130e-02, 1.98840480e-02, 8.12471956e-02, 2.463 ...])\n", " emission_5577 : array([4.56640155e-05, 1.07151980e-04, 1.17979804e-03, 1.164 ...])\n", " emission_6300 : array([2.99086111e-07, 2.84780157e-07, 1.29080900e-06, 4.833 ...])\n", " emission_8446 : array([3.73318443e-07, 7.31990951e-07, 7.80932351e-06, 6.263 ...])\n", " energy_flux : 9.026382\n", " height_integrated_rayleighs_4278 : 4852.901765\n", " height_integrated_rayleighs_5577 : 23481.846674\n", " height_integrated_rayleighs_6300 : 717.117399\n", " height_integrated_rayleighs_8446 : 713.716041\n", " neutral_n2_density : array([2.30522907e+14, 1.94753648e+14, 1.63702091e+14, 1.372 ...])\n", " neutral_n_density : array([3.08412380e+01, 2.58515224e+01, 8.36461716e+01, 2.640 ...])\n", " neutral_o2_density : array([6.18164157e+13, 5.22246255e+13, 4.38980932e+13, 3.679 ...])\n", " neutral_o_density : array([1.82350080e+09, 3.74317926e+09, 8.21722266e+09, 1.821 ...])\n", " neutral_temperature : array([197.2300415 , 197.10696411, 198.06799316, 199.8513641 ...])\n", " oxygen_correction_factor : 0.528542\n", " plasma_electron_density : array([ 1943.39050293, 1802.48510742, 3186.04394531, ...])\n", " plasma_electron_temperature : array([ 197.23718262, 197.65853882, 198.07987976, 199.865 ...])\n", " plasma_hall_conductivity : array([4.38688767e-06, 4.32827710e-06, 8.02784143e-06, 1.494 ...])\n", " plasma_ion_temperature : array([ 197.23718262, 197.11628723, 198.07987976, 199.865 ...])\n", " plasma_ionisation_rate : array([3.77502346e+00, 3.43870878e+00, 7.14459562e+00, 1.695 ...])\n", " plasma_noplus_density : array([1.93684558e+03, 1.79731689e+03, 3.16330884e+03, 5.653 ...])\n", " plasma_o2plus_density : array([6.54466009e+00, 5.16791010e+00, 2.27339478e+01, 7.359 ...])\n", " plasma_oplus_density : array([2.69306674e-05, 2.30580172e-05, 1.12241127e-04, 4.074 ...])\n", " plasma_pederson_conductivity : array([2.27234227e-06, 1.90083313e-06, 2.97542738e-06, 4.694 ...])\n", " request_info : ATMInverseResultRequestInfo(...)\n" ] } ], "source": [ "# set up parameters\n", "timestamp = datetime.datetime(2021, 10, 12, 6, 0, 0)\n", "latitude = 58.227808\n", "longitude = -103.680631\n", "\n", "intensity_4278 = 2302.6\n", "intensity_5577 = 11339.5\n", "intensity_6300 = 528.3\n", "intensity_8446 = 427.4\n", "\n", "# set output flags\n", "output = pyaurorax.models.ATMInverseOutputFlags()\n", "output.set_all_true()\n", "\n", "# perform calculation\n", "result = aurorax.models.atm.inverse(timestamp, latitude, longitude, intensity_4278, intensity_5577, intensity_6300, intensity_8446, output)\n", "\n", "# show result object\n", "result.pretty_print()" ] }, { "cell_type": "code", "execution_count": 6, "id": "99ad668d-43f8-4441-a3b9-1cd45d2eb103", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Energy Flux: 9.026 erg/cm2/s\n", "Characteristic Energy: 4659.787 eV\n", "Oxygen Correction Factor: 0.529\n", "\n", "Height-integrated Rayleighs:\n", " 427.8nm: 4852.90 R\n", " 557.7nm: 23481.85 R\n", " 630.0nm: 717.12 R\n", " 844.6nm: 713.72 R\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# print the energy flux, characteristic energy, and oxygen correction factor\n", "print(\"Energy Flux: %.03f erg/cm2/s\" % (result.energy_flux))\n", "print(\"Characteristic Energy: %.03f eV\" % (result.characteristic_energy))\n", "print(\"Oxygen Correction Factor: %.03f\\n\" % (result.oxygen_correction_factor))\n", "\n", "# print all height-integrated Rayleighs data\n", "print(\"\"\"Height-integrated Rayleighs:\n", " 427.8nm: %.02f R\n", " 557.7nm: %.02f R\n", " 630.0nm: %.02f R\n", " 844.6nm: %.02f R\"\"\" % (result.height_integrated_rayleighs_4278,\n", " result.height_integrated_rayleighs_5577,\n", " result.height_integrated_rayleighs_6300,\n", " result.height_integrated_rayleighs_8446))\n", "\n", "# plot the emission, plasma, and neutral data\n", "#\n", "# we'll do this all in one plot, but made up from many subplots\n", "alt = result.altitudes\n", "fig = plt.figure(figsize=(8,8))\n", "\n", "# plot all the emissions as a column of subplots\n", "# \n", "# blueline emission\n", "ax1 = fig.add_subplot(4,2,1)\n", "ax1.plot(alt, result.emission_4278, label=r\"4278 $\\AA$\", color=\"dodgerblue\")\n", "ax1.legend()\n", "ax1.set_xlim(80,500)\n", "ax1.set_ylim(bottom=0)\n", "ax1.grid(axis=\"x\")\n", "ax1.tick_params(axis=\"x\", bottom=True, top=True, labeltop=True, labelbottom=False)\n", "ax1.xaxis.set_label_position(\"top\")\n", "ax1.set_xlabel(\"Altitude (km)\")\n", "ax1.xaxis.set_label_position(\"top\")\n", "\n", "# greenline emission\n", "ax2 = fig.add_subplot(4,2,3)\n", "ax2.plot(alt, result.emission_5577, label=r\"5577 $\\AA$\", color=\"green\")\n", "ax2.legend()\n", "ax2.set_xlim(80,500)\n", "ax2.set_ylim(bottom=0)\n", "ax2.grid(axis=\"x\")\n", "ax2.set_ylabel(\"Volume Emission Rate\\n(cm$^{-3} \\cdot $s$^{-1}$)\")\n", "ax2.tick_params(axis=\"x\", bottom=True, top=True, labelbottom=False)\n", "\n", "# redline emission\n", "ax3 = fig.add_subplot(4,2,5)\n", "ax3.plot(alt, result.emission_6300, label=r\"6300 $\\AA$\", color=\"red\")\n", "ax3.legend()\n", "ax3.set_xlim(80,500)\n", "ax3.set_ylim(bottom=0)\n", "ax3.grid(axis=\"x\")\n", "ax3.tick_params(axis=\"x\", bottom=True, top=True, labelbottom=False)\n", "\n", "# near-infrared 8446 A emission\n", "ax4 = fig.add_subplot(4,2,7)\n", "ax4.plot(alt, result.emission_8446, label=r\"8446 $\\AA$\", color=\"blueviolet\")\n", "ax4.legend()\n", "ax4.set_xlim(80,500)\n", "ax4.set_ylim(bottom=0)\n", "ax4.grid(axis=\"x\")\n", "ax4.tick_params(axis=\"x\", bottom=True, top=True, labelbottom=False)\n", "\n", "# plot the plasma data as a second column of subplots\n", "#\n", "# plasma density\n", "ax5 = fig.add_subplot(4,2,2)\n", "ax5.plot(alt, result.plasma_electron_density, label=\"Electron\", color=\"green\")\n", "ax5.plot(alt, result.plasma_o2plus_density, label=\"O$^{2+}$\", color=\"black\")\n", "ax5.plot(alt, result.plasma_noplus_density, label=\"NO$^{+}$\", color=\"blue\")\n", "ax5.plot(alt, result.plasma_oplus_density, label=\"O$^{+}$\", color=\"red\")\n", "ax5.grid()\n", "ax5.set_ylabel(\"Plasma Density\\n(cm$^{-3}$)\")\n", "ax5.legend(fontsize=9)\n", "ax5.set_xlim(80,700)\n", "ax5.set_ylim(bottom=0)\n", "ax5.tick_params(axis=\"x\", bottom=True, top=True, labeltop=True, labelbottom=False)\n", "ax5.set_xlabel(\"Altitude (km)\")\n", "ax5.xaxis.set_label_position(\"top\")\n", "ax5.yaxis.set_label_position(\"right\")\n", "ax5.tick_params(axis=\"y\", left=False, right=True, labelleft=False, labelright=True)\n", "\n", "# plasma ionisation rate\n", "ax6 = fig.add_subplot(4,2,4)\n", "ax6.plot(alt, result.plasma_ionisation_rate, color=\"black\")\n", "ax6.grid()\n", "ax6.set_ylabel(\"Ionization Rate\\n(cm$^{-3} \\cdot $s$^{-1}$)\")\n", "ax6.set_xlim(80,250)\n", "ax6.set_ylim(bottom=0)\n", "ax6.yaxis.set_label_position(\"right\")\n", "ax6.tick_params(axis=\"y\", left=False, right=True, labelleft=False, labelright=True)\n", "\n", "# plasma temperatures\n", "ax7 = fig.add_subplot(4,2,6)\n", "ax7.plot(alt, result.plasma_electron_temperature, label=\"Electron Plasma\", color=\"blue\")\n", "ax7.plot(alt, result.plasma_ion_temperature, label=\"Ion Plasma\", color=\"red\")\n", "ax7.grid()\n", "ax7.legend(fontsize=9)\n", "ax7.set_ylabel(\"Temperature\\n(K)\")\n", "ax7.set_xlim(80,800)\n", "ax7.set_ylim(bottom=0)\n", "ax7.yaxis.set_label_position(\"right\")\n", "ax7.tick_params(axis=\"y\", left=False, right=True, labelleft=False, labelright=True)\n", "\n", "# plasma conductivities\n", "ax8 = fig.add_subplot(4,2,8)\n", "ax8.plot(alt, result.plasma_pederson_conductivity, label=\"Pederson Conductivity\", color=\"green\")\n", "ax8.plot(alt, result.plasma_hall_conductivity, label=\"Hall Conductivity\", color=\"black\")\n", "ax8.grid()\n", "ax8.legend(fontsize=9)\n", "ax8.set_ylabel(\"Conductivity\\n(S/m)\")\n", "ax8.set_xlim(80,250)\n", "ax8.set_ylim(bottom=0)\n", "ax8.set_xlabel(\"Altitude (km)\")\n", "ax8.yaxis.set_label_position(\"right\")\n", "ax8.tick_params(axis=\"y\", left=False, right=True, labelleft=False, labelright=True)\n", "\n", "# render the plot\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "id": "a0ae9248-fd8a-4422-ab7a-4dafcc687097", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.19" } }, "nbformat": 4, "nbformat_minor": 5 }