{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Advanced Aerosol Database: Crystalline Aerosol Directionality and Temperature Dependence \n", "\n", "Crystalline aerosols, which are expected to form in hot environments (like hot Jupiter atmospheres) have three properties that make them distinct from amorphous aerosols.\n", "\n", "1. They have sharper absorption features\n", "2. Their absorption features are much more sensitive to changes in temperature \n", "3. They are largely anisotropic, meaning that the ways in which they absorb incident light depends on their orientation relative to it. \n", "\n", "The alignment of crystalline aerosols in planetary atmospheres can produce a myriad of spectacular optical phenomena due to their interaction with light. As hexagonal ice crystals fall throughout Earth's atmosphere they align horizontally, generating subsuns and light pillars through reflection and sundogs through refraction. Parhelic circles form in the rare case of reflective vertically aligned crystals, while the 22 degree halo is due to randomly oriented refractive crystals. Crown flashes form when ice crystals orient themselves with the electric field above thunderclouds. These optical phenomena are not only beautiful, but are also a powerful diagnostic of the local atmospheric processes where the crystals form. \n", "\n", "In this notebook, we explore how to generate forward models for directional dependent crystalline, mineral aerosols that are expected to form in hot Jupiter and brown dwarf environments. \n", "\n", "For this notebook, you will need to download: `aerosol_directional_database.hdf5`, and place in ``inputs/opacity``.\n", "\n", "This notebook assumes knowledge of aerosol_database.ipynb, transmission_clouds.ipynb, and also the thermal scattering/reflection notebooks.\n", "\n", "For more details, see Mullens & Lewis 2025 (in press)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "(Source: Figure 1 from Mullens & Lewis 2025 (in press).)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", " **Note:**\n", "\n", " The aerosol directionality database is an optional download as of POSEIDON v.1.3.1, which can be downloaded from [Zenodo](https://doi.org/10.5281/zenodo.15711943).\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The Directional Aerosol Database" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, lets look at the directional and temperature dependent aerosols included in the directional database: " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['SiO2_alpha_crystal_A2_295K' 'SiO2_alpha_crystal_E_295K'\n", " 'SiO2_alpha_crystal_E_346K' 'SiO2_alpha_crystal_E_480K'\n", " 'SiO2_alpha_crystal_E_600K' 'SiO2_alpha_crystal_E_705K'\n", " 'SiO2_alpha_crystal_E_790K' 'SiO2_beta_crystal_E_1010K'\n", " 'SiO2_beta_crystal_E_1125K' 'SiO2_beta_crystal_E_1170K'\n", " 'SiO2_beta_crystal_E_1310K' 'SiO2_beta_crystal_E_1394K'\n", " 'SiO2_beta_crystal_E_1520K' 'SiO2_beta_crystal_E_1590K'\n", " 'SiO2_beta_crystal_E_1646K' 'SiO2_beta_cristobalite_E_1810K'\n", " 'SiO2_beta_cristobalite_E_1880K' 'SiO2_alpha_crystal_300K_extraordinary'\n", " 'SiO2_alpha_crystal_300K_ordinary'\n", " 'SiO2_alpha_crystal_551K_extraordinary'\n", " 'SiO2_alpha_crystal_551K_ordinary'\n", " 'SiO2_alpha_crystal_738K_extraordinary'\n", " 'SiO2_alpha_crystal_738K_ordinary'\n", " 'SiO2_alpha_crystal_833K_extraordinary'\n", " 'SiO2_alpha_crystal_833K_ordinary' 'SiO2_beta_crystal_928K_extraordinary'\n", " 'SiO2_beta_crystal_928K_ordinary' 'SiO2_beta_tridymite_295K'\n", " 'SiO2_beta_tridymite_500K' 'Mg2SiO4_295K_B1U' 'Mg2SiO4_546K_B1U'\n", " 'Mg2SiO4_950K_B1U' 'Mg2SiO4_1102K_B1U' 'Mg2SiO4_1147K_B1U'\n", " 'Mg2SiO4_1431K_B1U' 'Mg2SiO4_1518K_B1U' 'Mg2SiO4_1648K_B1U'\n", " 'Mg2SiO4_1742K_B1U' 'Mg2SiO4_1809K_B1U' 'Mg2SiO4_295K_B2U'\n", " 'Mg2SiO4_547K_B2U' 'Mg2SiO4_720K_B2U' 'Mg2SiO4_946K_B2U'\n", " 'Mg2SiO4_1122K_B2U' 'Mg2SiO4_1303K_B2U' 'Mg2SiO4_1417K_B2U'\n", " 'Mg2SiO4_1535K_B2U' 'Mg2SiO4_1617K_B2U' 'Mg2SiO4_1818K_B2U'\n", " 'Mg2SiO4_295K_B3U' 'Mg2SiO4_602K_B3U' 'Mg2SiO4_757K_B3U'\n", " 'Mg2SiO4_918K_B3U' 'Mg2SiO4_1055K_B3U' 'Mg2SiO4_1131K_B3U'\n", " 'Mg2SiO4_1256K_B3U' 'Mg2SiO4_1503K_B3U' 'Mg2SiO4_1793K_B3U'\n", " 'Mg2SiO4_1948K_B3U' 'Al2O3_alpha_crystal_300K_extraordinary'\n", " 'Al2O3_alpha_crystal_551K_extraordinary'\n", " 'Al2O3_alpha_crystal_738K_extraordinary'\n", " 'Al2O3_alpha_crystal_928K_extraordinary'\n", " 'Al2O3_alpha_crystal_300K_ordinary' 'Al2O3_alpha_crystal_551K_ordinary'\n", " 'Al2O3_alpha_crystal_738K_ordinary' 'Al2O3_alpha_crystal_928K_ordinary'\n", " 'Mg172Fe021SiO4_crystal_10K_Ex' 'Mg172Fe021SiO4_crystal_100K_Ex'\n", " 'Mg172Fe021SiO4_crystal_200K_Ex' 'Mg172Fe021SiO4_crystal_300K_Ex'\n", " 'Mg172Fe021SiO4_crystal_551K_Ex' 'Mg172Fe021SiO4_crystal_738K_Ex'\n", " 'Mg172Fe021SiO4_crystal_928K_Ex' 'Mg172Fe021SiO4_crystal_10K_Ey'\n", " 'Mg172Fe021SiO4_crystal_100K_Ey' 'Mg172Fe021SiO4_crystal_200K_Ey'\n", " 'Mg172Fe021SiO4_crystal_300K_Ey' 'Mg172Fe021SiO4_crystal_551K_Ey'\n", " 'Mg172Fe021SiO4_crystal_738K_Ey' 'Mg172Fe021SiO4_crystal_928K_Ey'\n", " 'Mg172Fe021SiO4_crystal_10K_Ez' 'Mg172Fe021SiO4_crystal_100K_Ez'\n", " 'Mg172Fe021SiO4_crystal_200K_Ez' 'Mg172Fe021SiO4_crystal_300K_Ez'\n", " 'Mg172Fe021SiO4_crystal_551K_Ez' 'Mg172Fe021SiO4_crystal_738K_Ez'\n", " 'Mg172Fe021SiO4_crystal_928K_Ez' 'Mg172Fe021SiO4_crystal_visnir_Ex'\n", " 'Mg172Fe021SiO4_crystal_visnir_Ey' 'Mg172Fe021SiO4_crystal_visnir_Ez'\n", " 'MgAl2O4_crystalline_natural_annealed_1223K'\n", " 'MgAl2O4_crystalline_natural' 'Mg092Fe009SiO3_crystal_10K_Ex'\n", " 'Mg092Fe009SiO3_crystal_100K_Ex' 'Mg092Fe009SiO3_crystal_200K_Ex'\n", " 'Mg092Fe009SiO3_crystal_300K_Ex' 'Mg092Fe009SiO3_crystal_551K_Ex'\n", " 'Mg092Fe009SiO3_crystal_738K_Ex' 'Mg092Fe009SiO3_crystal_928K_Ex'\n", " 'Mg092Fe009SiO3_crystal_10K_Ey' 'Mg092Fe009SiO3_crystal_100K_Ey'\n", " 'Mg092Fe009SiO3_crystal_200K_Ey' 'Mg092Fe009SiO3_crystal_300K_Ey'\n", " 'Mg092Fe009SiO3_crystal_551K_Ey' 'Mg092Fe009SiO3_crystal_738K_Ey'\n", " 'Mg092Fe009SiO3_crystal_928K_Ey' 'Mg092Fe009SiO3_crystal_10K_Ez'\n", " 'Mg092Fe009SiO3_crystal_100K_Ez' 'Mg092Fe009SiO3_crystal_200K_Ez'\n", " 'Mg092Fe009SiO3_crystal_300K_Ez' 'Mg092Fe009SiO3_crystal_551K_Ez'\n", " 'Mg092Fe009SiO3_crystal_738K_Ez' 'Mg092Fe009SiO3_crystal_928K_Ez'\n", " 'MgAl2O4_synthetic_10K' 'MgAl2O4_synthetic_100K' 'MgAl2O4_synthetic_300K'\n", " 'MgAl2O4_synthetic_551K' 'MgAl2O4_synthetic_738K'\n", " 'MgAl2O4_synthetic_928K' 'TiO2_anatase_extraordinary'\n", " 'TiO2_anatase_ordinary' 'TiO2_brookite_Ex' 'TiO2_brookite_Ey'\n", " 'TiO2_brookite_Ez' 'TiO2_rutile_extraordinary' 'TiO2_rutile_ordinary'\n", " 'Mg19Fe01SiO4_crystal_natural_Ex' 'Mg19Fe01SiO4_crystal_natural_Ey'\n", " 'Mg19Fe01SiO4_crystal_natural_Ez' 'Al2O3_amorph_compact'\n", " 'Al2O3_amorph_porous' 'Fe2SiO4_crystal_synthetic_Ex'\n", " 'Fe2SiO4_crystal_synthetic_Ey' 'Fe2SiO4_crystal_synthetic_Ez'\n", " 'CaAl12O19_crystal_natural_extraordinary'\n", " 'CaAl12O19_crystal_natural_ordinary' 'SiO2_alpha_crystal_300K_averaged'\n", " 'SiO2_beta_crystal_928K_averaged' 'Mg2SiO4_295K_averaged'\n", " 'Mg2SiO4_1000K_averaged' 'Mg092Fe009SiO3_crystal_300K_averaged'\n", " 'Mg092Fe009SiO3_crystal_928K_averaged' 'SiO2_alpha_cristobalite_295K']\n" ] } ], "source": [ "from POSEIDON.supported_chemicals import aerosol_directional_supported_species\n", "\n", "print(aerosol_directional_supported_species)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For more details on the above aerosols, check out the `Opacity Database` page in the documentation.\n", "\n", "Lets go ahead and query the database as is done in aerosol_database.ipynb\n", "\n", "Lets first investigate crystalline room-temperature quartz, which is uniaxial crystal. Uniaxial crystals have their optical properties determined by two sets of refractive indices: one for the extraordinary axis and one for the ordinary axis. \n", "\n", "Without getting into too many details, if you assume crystals are randomly oriented the optical properties can be approximated by 2/3 ordinary + 1/3 extraordinary. If the crystals are aligned (to either winds or EM fields), this will shift. \n", "\n", "NOTE: Many of the temperature and directional dependent aerosols only have mid-infrared data (from 6.5 um to 30 um)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in database for aerosol cross sections...\n" ] }, { "data": { "text/plain": [ "Text(0.5, 0, 'Wavelength (μm)')" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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SpIuKgnrxiKEqtSy93dCoyStXa0sikfP19ff317SyaZKkuzbepdpkbc4fAwAAAGhPhCUAAAAA0MksaoxqYUOjAoahH5b1Pej4TFgSMAM6uSBfr48YpgqvR0uiMZ2yYrXWxeM5X+OXy7+sQf5B2pHYoXs23ZPz+QEAAID2RFgCAAAAAJ3M07vCkqRziwrVx+s56PioE5Uk+U2/JGlUIKBXhw9Tpc+n1fG4TlmxWiuisZyuMWAGdPPgm2XI0LPVz2pBZEFO5wcAAADaE2EJAAAAAHQyT4dTYcklxaGDjk24CdmyJe0OSyRpqN+vV4cP0yi/XxsSCZ26crU+aGzM6TrHFozVZX0ukyT9ZN1PFElGcjo/AAAA0F4ISwAAAACgE1kWjeqjaExew9D5RUUHHZ/ZgktqHpZIUn+fV/OHD9NxwYC2JZM6beUavVlfn9P1Xl1xtQb4B2hbYptuXXerXNfN6fwAAABAeyAsAQAAAIBO5OldqeqMMwsKVOyxDjq+WVhi+Pe6v6/Xo/8cMVQn5uWpxrb1yVVrNS+Su4bseVaefl75c3kNr14Ov6wndjyRs7kBAACA9kJYAgAAAACdSKZfySXFB68qkXaHJX7DL8Mw9jmmxOPRvCMqdVZhgeodR59a87H+t2ZXTtYrSaPzRmtG/xmSpF9v+rWW1C/J2dwAAABAeyAsAQAAAIBOYl08rncbG2VKujB08H4l0u7m7gEzcMBxBZalvw8dos8Wh5RwXU39eL3+UFXd2iVnTe0zVWcUn6Gkm9T31nxPOxI7cjY3AAAA0Na6TVhy//33q7KyUoFAQOPGjdOrr756wPHz58/XuHHjFAgENHToUD344IN7jXnqqac0ZswY+f1+jRkzRrNnz252/yuvvKJPf/rTqqiokGEYeuaZZ3L5lAAAAAD0MM+nt8c6KT9ffb2eFp0Tc9OVJebeW3DtyW+aenzIIH29V6lcSf+zYZN+snVbTvqMGIahmwffrMpApbYntuva1ddmgxwAAACgs+sWYcmTTz6pGTNm6MYbb9R7772nU045Reeee67Wr1+/z/Fr167Veeedp1NOOUXvvfeebrjhBn3nO9/RU089lR2zYMECTZ06VdOmTdPixYs1bdo0XXbZZXrrrbeyY+rr63Xsscfqvvvua/PnCAAAAKD7W1DfIEmaXJjf4nNaWlmSYRmGHhjYXzeU9ZUk3bxlm760fqPijnOIq91boVWoe4bdo5AV0pKGJbrl41vkuK2fFwAAAGhrhpuLrxB1sAkTJugTn/iEHnjggeyx0aNH66KLLtIdd9yx1/jrrrtOzz33nJYuXZo9Nn36dC1evFgLFiyQJE2dOlWRSETPP/98dsw555yjkpISPf7443vNaRiGZs+erYsuuuiQ1h6JRBQKhRQOh1VU1LI9iQEAAAB0T6M+Wq7lsZj+OXSIzgu17PPBm5E39a1V39Lw4HA9MfrQmqs/WFWtqzdski3ptIJ8PV05WKWellW0HMi7te/qm6u+qaSb1KW9L9X1A6/fbz8VAAAAoC219G/wXb6yJB6P691339WUKVOaHZ8yZYreeOONfZ6zYMGCvcafffbZWrhwoRKJxAHH7G/OlorFYopEIs0uAAAAALAzmdTyWGpLrQn5eS0+L1NZ4jcOvg3Xnqb37qV/DqtUoWlqfl29Jq5YpWXR1m+dNa5wnH4y+CcyZOipqqf0m82/afWcAAAAQFvq8mFJVVWVbNtWWVlZs+NlZWXaunXrPs/ZunXrPscnk0lVVVUdcMz+5mypO+64Q6FQKHsZOHBgq+YDAAAA0D283dAoSTrC71OvQ6juiDkt71myL2cXFer1EcM0yOvVilhcxy9fpf+r2XVYczU1pXSKbhh0gyTpkW2P6Pdbfp+T3igAAABAW+jyYUnGniXdrusesMx7X+P3PH6oc7bE9ddfr3A4nL1s2LChVfMBAAAA6B7erK+XJJ2Y1/KqEml3g/eW9izZl6ODQb098ghNLshXnePosx+v17UbNyvRynDjkt6X6Lv9vytJ+t2W3+k3m39DYAIAAIBOqcuHJb1795ZlWXtVfGzfvn2vypCM8vLyfY73eDzq1avXAcfsb86W8vv9KioqanYBAAAAgDfTzd1PPIQtuKRDb/C+P2Ver+YdMVQ/6NtHknT3jiqdsXK1Nqe3Kj5cXyz7omb2nykpVWFy54Y7Zbt2q+YEAAAAcq3LhyU+n0/jxo3TvHnzmh2fN2+eJk2atM9zJk6cuNf4uXPnavz48fJ6vQccs785AQAAAOBwOa6b3YbrcMOSw92GqymPYejO/v30dOVgFZmmXqtv0DFLV7R6W67Pl31eNwy8QYYM/W/V/+r7a76vRrux1esFAAAAcqXLhyWSNHPmTP3xj3/Un/70Jy1dulTXXHON1q9fr+nTp0tKbX31xS9+MTt++vTpWrdunWbOnKmlS5fqT3/6kx566CF973vfy4757ne/q7lz5+rOO+/UsmXLdOedd+rFF1/UjBkzsmPq6uq0aNEiLVq0SJK0du1aLVq0SOvXr2+X5w0AAACge1gZi6nGthUwDB0TDB7SudmeJYfR4H1/Li4OaeHI4TouGFC1beuzH6/XFz5er5pk8rDnvLTPpbq98nb5DJ/mh+fr6yu/rqpEVc7WDAAAALRGtwhLpk6dql//+te67bbbdNxxx+mVV17RnDlzNHjwYEnSli1bmgUYlZWVmjNnjl5++WUdd9xx+slPfqJ7771Xl156aXbMpEmT9MQTT+jhhx/WMccco1mzZunJJ5/UhAkTsmMWLlyosWPHauzYsZJSoc3YsWN18803t9MzBwAAANAdZLbgGp8XlPcQ+yRmwpLWbsO1p+EBv94acYRuLOsrU9Jfa3bp6GUrNTdSe9hzTimZogeGP6CQFdKShiX6wrIvaHHd4twtGgAAADhMhkt3vQ4ViUQUCoUUDofpXwIAAAD0UN/YsFEPVu3UtX1765f9Kw7p3F9t/JUe2/6Yriq7St/u/+02Wd+b9fX64roNWhmLS5KuKi3RnRX91NfrOaz5NkQ3aOaamVoTXSNLlq4ZcI0u73O5jEMMigAAAICDaenf4LtFZQkAAAAAdGWLGlJ9R8bnHVq/EqnJNlw56FmyPyfm52vRqBH6dp9ekqRZO2s0culy/XZHlezD+P7dwMBAPTLyEU0pmSJbtn658ZeauWamahI1uV46AAAA0CKEJQAAAADQgVzX1UfRVFhyVODQt9LKNHjP9TZce8ozTd07oL/eGDFMY4MB7bJtXb1xs45fvlIL6usPfT4rT7cPuV3XDrhWXsOrV8KvaOrSqXpl1yttsHoAAADgwAhLAAAAAKADbUokFHEcWZJG+H2HfH57hSUZE/Pz9c7I4bp/QH8VW5bea4xq0orVunztOq2Mxg5pLsMwdEXfK/TnkX/W0MBQVSerdc2aa3TD2huoMgEAAEC7IiwBAAAAgA60JB0wDPf75TMP/SNadhsuo+224dqTZRj6Rp9eWjF6pL5cWiJJenJXWKOXLtfX12/UpnjikOYbkTdCfxn1F03rO02mTP2r5l/6zNLPaHbVbDmu0xZPAQAAAGiGsAQAAAAAOlBmC64jg4dXGRJz275nyf708Xr00OCBWjRyuD5VVChb0u+rd+qIj5bpe5s2a0ui5aFJwAxoxoAZmjVylo4IHKFdyV366fqf6srlV+r9uvfb7kkAAAAAIiwBAAAAgA61JB2WjAkcXtiR2YarI8KSjGPzgvrHsEq9OnyYTsnPV9R19avtVRqyZJm+tn6jVhzC9lxH5h+pR0c/qpn9ZyrfzNdHDR/pSyu+pGtXX6tVjava8FkAAACgJyMsAQAAAIAO9FE6SDjyMJq7S7u34WqvniUHcnJBvuYPH6o5Q4doUn6e4q6rP1bv1Kily3Xpmo/1Vn1Di+bxGl59vuzzmn3kbF3Y60KZMvVy+GVdvvRy/Wjtj7QhuqGNnwkAAAB6GsISAAAAAOggrutmt+E63MqSzhSWSKmm7eeGivT6iCP02vBh+nRRoVxJT4cjOnHFKk1YvlKzqneqwTl4L5Je3l66efDN+tvov+nM4jPlytXzNc/r0o8u1a3rbtXqxtVt/4QAAADQIxCWAAAAAEAH2ZxIKmw7siSN8LdyG652bPDeUicV5Ou5YZVaMmqEriotkdcw9HZDo760fqP6f7hU12zcrGXpsOhAKoOVumvoXXp01KM6qegk2bL1XPVzumzpZfr2qm/r7cjbcl23HZ4RAAAAuivCEgAAAADoIJmqkiP8fvnNw/t41hl6lhzMmGBADw8eqI1HjtYd/co1xOfVLtvWr3dUafTSFZq0YpXu31Gl6mTygPOMzhute4+4Vw+PeFhnFJ8hQ4beiLyhb6z6hq5YdoWeq35OjXZjOz0rAAAAdCeGy9dvOlQkElEoFFI4HFZRUVFHLwcAAABAO/r19h26ZtMWXRIq0lNDhxzWHCctOklRJ6rnjnxO/f39c7vANuK4rubW1umBqmr9IxxRZkMur2HovKJCfaGkWOeFipR3kABpQ2yDHt/+uJ6tfjYbGuWb+ZpSMkUX9b5IR+YdKcMw2vjZAAAAoDNr6d/gCUs6GGEJAAAA0HP9z/qN+kP1Tv2orK9+UlF+yOe7rqvj3zterlz96+h/qbe3dxussm1tSST0eM0uPbqzRu817t6SK880dF5RkS4JFelToSIVWdZ+5wgnw5pdNVuzq2drY2xj9viwwDBd2OtCnVVylvr6+rbp8wAAAEDnRFjSRRCWAAAAAD3XSStW6Y36Bj0+ZJAuLyk+5PPjTlwTF02UJL187MsqtApzvML2taQxqkdravR4zS6tiyeyx32GobMKC3RhqEjnFhVqgM+3z/Md19F/6/6rZ6uf1b9r/q2YG5MkGTJ0XMFxmlIyRWcUn9ElQyUAAAAcHsKSLoKwBAAAAOiZXNdV6QcfaZdta/Go4TomGDzkOSLJiE5//3RJ0pvHvSmv6c31MjuE67r6b2OjntoV1lO7wloRize7/+hAQOcVFeq8UKEm5ufLu4+ttmqTtXq+5nm9sPMFLa5fnD1uytQnCj6hycWTdUroFA3wD2jz5wMAAICOQ1jSRRCWAAAAAD3T9kRSZR9+JENSw7FHKXAYDd53xHfonA/PkSVLb419q1v253BdVx9FY5odDmtOpFZv1jeo6YfYAtPUKQX5mlyQr8kFBfpEXlCePX4PW+Jb9O+af2tuzVwtaVjS7L6hgaE6JXSKTgmdoqPzj5bH8LTDswIAAEB7ISzpIghLAAAAgJ7pjbp6nbRytQZ5vVp31OjDmmNDbIMuWnKR8sw8vXrcqzleYedUlUxqbqRWz0dq9UJtraqSdrP7C/cIT8buEZ5sim3Sf3b9R6+GX9WiukWytfv8fDNf4wvH64TCE3RC4QmqDFR2ywAKAACgJ2np3+D5ygwAAAAAdIBV6a2ljvD7D3uOmJPqyeE3D3+Orqa3x6MrSkt0RWmJHNfV+41RvVxXp5fr6jW/rl67bFtzIrWaE6mVJOWbpo7PC2pCXp4m5OfpxPy+mlY2TdPKpqk2WasFkQV6NfKqXg+/rrAd1vzwfM0Pz089lre3xheM13EFx+nY/GM1LDhMlrH/RvMAAADoughLAAAAAKADrI6ngo4j/PtuVt4SUScqqWeFJU2ZhqHj8oI6Li+oGX37yN4rPKlT2Hb0cl29Xq6rz5430OvVifl5mpCXp3F5kzRzwBm6ZbChFY0r9FbkLb1d+7YW1S1SVaJKL9S8oBdqXpCUqjw5Kv8oHVdwnI7JP0ZH5x+tfCu/o54+AAAAcoiwBAAAAAA6QKayZFgrwpJMZUnACORkTV2dZRgamxfU2LygrkmHJ8uiMb3V0KA36xv0Vn2DPoxGtSGR0IZdYf3vrnD23CE+r44LBnVc8Fyd3edizRhoqSb+kRbVvafF9Yv1Yf2Hqnfq9VbtW3qr9i1JqWbxw4LDNDpvtEYFR2lU3iiNCI5Q0Ap21K8AAAAAh4mwBAAAAAA6wKpYprKEbbjaimUYOjIY0JHBgL7cq1SSVGfbWtjQmApPGhq0qLFRH8cT2csz4Uj2/GIrX8cEP6kxgU/p0pBPxUa1ovZHWt/wnt5vWKzN8c1a2bhSKxtX6jk9JykVoAwODNao4CiNzhutEXkjdETgCJV4SzrkdwAAAICWISwBAAAAgA6wOtuzpBXbcLmpbbgCJpUlLVVgWZpcWKDJhQXZYzXJpN5vjGpRY1TvNTZqUWOjljRGtcu29UpdvV5psoWXNFzF1iiNCVylMfmuCs1qufY61SWWaGtsoXYmt2ltdK3WRtfq+Zrns2eVeko1NDBUw4LDNCwwLHtd6Clsx2cPAACA/SEsAQAAAIB2VpNMqtq2JUlDffQs6WglHo9OKyzQaU0ClJjjaGk0piXRqD6KxvRRNKqPolGtisW1y7b1Rn2D3pAk5UkaLWm0DH1GA3yWyjwx5atactarIblcdcmPVJXcoZ11C7WwbmGzx+7j7aNB/kGpS2CQBvoHapB/kAb4B/DvCgAA0I4IS9CpfHnNP7Q6FlWeaShomiowTeWblgosjwpNr4qs1CVk+RSyAirxBFRspS5BK6iAGZBpmB39NAAAAIADWh1PVZWUezwqsKzDnifbs4TKkpzzm2a2eXxTUcfRylgsG6Asi8a0KhbXylhMtY6jDQlbGxIeSWXpy/GSIRmSSq2kCo06+VSlpL1BCWe9IokqbUhs0jt178tUIvs4hgyV+co0yL87QBnkH6QKf4X6+frRWB4AACDHCEvQqbxQa2qLM6KFo21J9amL68hUXKbisoyELMXlVVIew5bPsOUzHPkNRwHDVcCUgoahPNNQnmkqPx3IFFqe1MX0qsjyKWT5UkGMJxXKFJq7AxnLOPwPtAAAAEAutuCSmvQsMahAaC8B09TRwaCODjYPUVzX1Y6krZWxmFbFYloZi2evM0FKte1RtYolFUs6IpWgNJFnRBVUjQx3i0x3h7bGd+mjeI28tR/Ip1fk1a5soBKyQir3lavCV6F+/n7q50tdKnypMKXQKpRh7PEAAAAA2C/CEnQqlxQXaFl0qxodV42uFHWkmGso6hqKu6YSrqWE61FSHiXllSNv6kTDlKOAHAWUbDqhm74cNkdSQ+ri2ulAJibLSMijRGoVRlI+w9lPICPlmabyTEsFlqVC06MCy6siy5MNZEqsgEJWQMUevwqsoAJGQH7TL6/h5cMNAABAN5Vp7j6sFc3dJRq8dyaGYaiv16O+Xo9OKmhe9eG6rqqStj6Ox/VxPK518UT6evftWsdRgxtQg/pJ6rdXkJLhUb08bo18do28jemLNsurJfJplzwKy6taFZgBlfnK1MfbJ3vp6+u7+7a3r0q9pfIY/FkAAABAIixBJ3Pf4FMPabztump0HNXatnbZUdUko9plRxVOxhR24orYcUXshOrspGqdpOodWw2Oo3rHaRbIRF1DMddQ3LX2CGQ8cjMvE8OSo6AcBZWUFMssotWBjCupUVKjDLdKRrpCxlRCHiMhKx3IeOSkq2Rc+QxHAVPyG64ChhQ0TQVNQ3mmlaqUMSwVWF7lm+lqGcuX2sLMTIUyIcuvPCuggJkKZvyGn+3LAAAA2tGqHFWW0LOkazAMQ328HvXxenR8ft5e97uuq122rY/jiWyAsjER16ZEUpsTCW1KJLQpnlCj6yqpfCWNfEU14ICPaTl18kbD8kQj8ioijyLyaEn6dlheReRTnfp6LJX7StTX21e9vb2zIUovTy+VektV6kldglbwgI8HAADQ1RGWoEuzDEMFVqpqo598kopy/hgJ100FLLatGjuqmmSjdtkx7bJj2TAmYsdV5yRVZydV5zhqcGw1OK4aHFdRV2pMV8jEXHOfFTJSKqhwjVQ44yj1ASqeWYS7x3WrxCTFZLjVMpWQqVgqnDGS6WoZW17DljddKeMz3FQoYyodzBgKGqlwJt+0lGdZKjA9KrS8qWvTqyLLryKPTyHLr2IzoGDTYMb08+01AADQ4+3ehquVlSUuPUu6A8MwVOLxqMTj0di8fYcSmUClWYDSJEjZnEhqUyKhHcmkbEm2USBbBZL6H/jBbclsaJRHtfKoLn3ZLktrmvxcpzwjrl4ej/p6vOrnzVMfb5F6eXupxFOiXp5eKvGWqNhTrGKrWCFPSD6zdUEgAABAe+MvlsBBeA1DIctSyLJU0QaBjOu6iruu6h1HDbajiJNQOBnVLieqWjuusB1XXTqQqXeSqmtSIdPgOGpMV8lEm2xbFnMNJdLBTFKpYMZOxSC7H9fwypZXtvb+Zlvrq2UykpLqZLg16VAmkQ5mEnsFM7u3MktVy6TCGVN5ppGunMn0l/GktzXLhDO+9NZmfhWZPhVYfgWsgPyGPxvO+AwfW5oBAIBOJbsNly83lSWEJd1f00DlqOD+/70d11V10tb2ZFLbkkltSyRS18mktiV2X6fuTyjuSo4RVFxBxdX3wItIpi9RyXSj8qhOlurkUZU8+liWGmSpXh41KGAkVWRJxaapXh6venn86usNqtyTpxJvSCFPKBusZC4FZgHv2wEAQIchLAE6mGEY8huG/KapUo8k+STlH+Ssw+O4rmLpSpkGx1GtnVDYjilixxROxhVJb11W56S2Lqt3kqq3bdW7u8OZ6B7BTDxdMZNwTSVkKela6X4yu//zsjuY2YecBTOSZEtunUzVpLczS8hUQobi8hhJWUrKY6RW4jPcdEjjypcOaPyGFDANBU1DAdNUnpEKaQosj/INT6qKxvKqyPAp3/Km+s54/MozfKmAJr2lGRU0AADgQOptR1uSqU57NHhHrplNtvw68iBjXddV2Ha0LZlQddJWlZ1MXSdT19V26vb2ZFzbE3HttG3tsiVHhhwjoLgCknrv/wHs9CWxxxrdRnlUL0s7ZWljOmRpkFeNyjNtFZiuCk1XRZapkOVRseVTqeVTb29QvT0B9fYUqNBToEKrsNklYAYIWwAAwGHjL3lAD2IahoJGqlKjl6S2DGZs11XUSQUzja6jOttWJL19Wa0dU8ROqNaOq9ZJqM5JqNZOqsGxs1UzjY6brphxmwUzcTcVgSTT25kllaqayXbANEw58kvy7z+caXqdC25UpiLZYCZbQaOEPEaqpsdj2PIZjryGI69c+U1X/mxAIwWNdEBjmsozrXT/GY8KTI/yLY8KTJ8KLa8KLa+KrIAKTL98pk9+06+AEcje9ht+PiACANDJrYmnAo5Sy1KJp3UfyWjwjtYwDEPFHkvFHqvF52QClmo7qaqkrepkMhuq7LJt1SRt7UhGVZWMq9pOKJy0FXZc1TmGYm7qcTKVLPt+AO03ZNk9xpGlqEzVyNLm9O2oPIoqYCYVNFzlm64KTEOFlqEC01TIslRseVVseVXq8auXFVCJJ6AST54KrQLlWXnKN/OVb+UraAZ5Tw0AQA9EWAKgTViGoXzLUL7VtHF82zSFzGxl1ui4anSddEhjq85OKOzEVWvHssFMvZ2umnFTVTMNmXDGtVNVM5nKGVeKZ0OaVAySdK10QGM129IsFdAE5OgA21/sWUGzzyTnUJ50TKZq0wHN7nDGVFyWkcwGNF5ltjhz5c1U0KT7zwSaVdAYe4U0eZZHhZZPBaZXhZZP+YZfASsd0qQraDK3faaPShoAAFoo09x9WCurSiS24UL7axqwDDvEjC7hutqVtFOhit38ekcypm2JRlUlo6pOJrTLtlVrO6pzpAZHanBNxVyPXBmSYcpWnmzl7Z2nZN53Oy1clOuk31dXyVIsvX1wTF4jKb9hy2/YChiuAqarfNNQvmmqwDRVYFoKebwqND0KWV6FLJ+KLb+KPT6VegIqsYLKt/KUZ+YpYAUUMKh6AQCgs+MvWwC6vN1bmUnFavqtuLYJZ6RUQBNzXTU6jqLp60bHVb2TqqCJ2DHV2on0lmbxVK+ZdEjTYDtqcGw1uk6T6hlXMVepi2OkalQy1TOu2aSCJvOkLTkKyjnQc8x1FY3ryFSDDIWzwYyR3eosIStTSZMOabyGI296m7NUFY0rv2GkQpp0JU3TkCYV1HjTlTQe5ZteFZl+FVg+BSx/NpTJXpu7j1lGy78NCQBAR8v0K2ltc3dpd4N3KkvQFXibbBF2ONx0r8dax1HEthWxHUUcW5GkrWo7ph2JBlXbUe1MxlVjxxW2k+nAxVW9Y6jRMRV1TUVdr5KZ99aGmX1fndzrAbX7vfQhf9mpUaa7Kx2+xNNfakrIu0ffxkD6vXIw/R45L/3+ON+0VGB5VGCl+jQWpbcBLrR8qe2ATb9KPEGFLL/y0lsC8+UlAABah/9PCgCHwTB2/8F/b22ztZnrutlgpmlAk6qiSSripCpo6uxEanszO5HqO+Mkd1fQZC6uq1i6imb3FmdK9Z5JhzR2qstLkyd9kC3Osgvd4zoHDDcuU+G9AprslmeGLa+S8hhO+gOoshU1/nQ1TWrLM1OB9FZ0QdNUnmEpz7LSPWlSIU2B6Ut/KPUreIBKmkxYYxr7+r8BAAD2b3W6sqS1/UoktuFCz2IYhgosSwWWpX5e78FPOAA73cux3nFU5ziqtx3V2rZqnKh2JqKqsaOqSUYVthMK2wnVOknV2knVOY4aHFcNjqtG11DMMRVzTcXlUdL1KCGfMlsEO4Y//f55D63u25hMX+olSYabeU+c/gKTkvKkq829TarMd3+JKfUFJr9hKGhaTb7A5Mm+L843PSrIVJmbfhV5fCqwfNkvM4WsgAKGR+Y+Pw8BANA1tTos+eCDDzR69Gh5WrnXLgDgwIwmPWfaS9MtzqLZSphU4BJ1XNU7yXQFTSqkqUtX06T6z6RCmsZ0FU2D46QDmlQfmni6kiaR2erMTdWnpCppLLna/TxdwydbPtkHC6JyHNQYbkKGYjJVt9eWZ5mwxjIS8mQraZz01meS33DkM43U1mfpD6TB9AfSPNNUMP2NwXzLq3zDUp7lSX/49Cpo+Zr1ovEZzStpMscIagCga8puw+XL4TZcBttwAYfCMgwVWpYKrT0rlAtaNW/mC051diqIidhJ7bKj2mVHFU5GFbbjqnXiiqTfO9c6iWzfxgbbUUN6W+GoazTv2+iaSriebMW5o93//XANr2x5m7d5yen74lj6sueTdWQaCaXevacuu3s2Ok3eI6dCGp/hymekKoz8ptkktDHlNy0FDSsV3hiWApalPMObDm68qSDH9CnfSoU2haZfeZZX+YZXAdOUzzDY5gwA0GqtTjiOPfZY+Xw+jRkzRscee6yOO+647HVxcXEOlggA6ChNtziT2m+rK9d1lZSyoUyqF83usCbquOktzhKqdeKpPjRNgprMpdGxd3/gTAc1MTcV1MTTHz4zYU0y3Y/GaRbSeOXK27Itr1v9DcGmcyXTVTN1MlSz17ZnqbAmnv0w6jXc1HYOcuU3lf3WYGCvbc/M1LYOhqWgZWW3OyuwUhU1+aZffuvAlTSZY3wYBYDDtyqeu2246FkCdC5Nv+DUR5Lkk5SX88dx0qFMfTaMiSmSjCmc7tcYcRKqtROqdxJqSH+Jqd62070anfQXmJz0VsCp98gJZ3e/xkT6C0x2uuI8FdCk3hvvfrKpynNH/t1bmLVBlXlqDzRb+wxsmjCUlCk7Hd7YsgxblhxZclLhjeGmAxyl3z+76Yp0yWcY2Wu/achnGAoYZjbI8RumAqYndcz0KGBayjM8CpoeBUyPgqZXeaZXgXSok5f+2W+a8hlm+jEJdACgs2t1WPLaa6/pM5/5jCorKxWLxTRr1iwtXrxYhmHoiCOO0GWXXaZrr72W4AQA0GKGYcgryWtZKmrndiTJ9AfH7JZn2bBm9xZoqYqaeLYnTb2dVJ2TTH8QdVIhjeNkq3BirrJ9aZoHNanoI5n+ELr7F+BR6rt4Ley70zSoaWkz033O42SDGFMNe2131nQLNI+R3KM3TaqiJpD+wBlIV9UETFN5pqmAkaqkybMs5RmW8i2PCi1fqk+N6VXQTFXSNN32bF9Bjc/w8SETQJcWcxxtiKe++52LBu/0LAF6JtMwlGcYyjN96uNt/X9LWirp2Kpz4tk+jfV2QrVOLF1hnnpfXJ9+X1znJFNV5o6dfh/tpAMaVzHXSb8vdhV3lA5oUlXnSTcVeyRdQ7bMJoFNKvpw3dR7Ze3Ro8VNV93Y8qcqbNxmd7YBR1I8fWmZ1DNzZKafjWk42UDHMhxZcmUZrjxyU+GOIXmUCnU8hrKhi88wmt32GWY65EmFMwHDlM805TcsBUwrex3IXKdDHn+TwCdgeBU0PfKblryGIa9hyJO5lngPDqBHaHVYcvXVV+v+++/XRRddlD02f/58ffWrX9WVV16puXPn6tFHH9Xbb7+tPn36tPbhAABoU57MXtjt/LiZbwc2raBpdp0OajLfEMxseVZn7972LBPSNGaraZxsNU3MleJOeisHGUqme9Mkm4U0LexL01SOKmpSfWniMtUoQ5H9bntmKt6kN42b3s5h9x7cqa0cUiFN0MhU02S2PUvtv51veVRgelVg+hRoSSVN+rbX8PIhEUCrfRyPy5GUb5oqy8FWxvQsAdCePKalYjOoYk8Lv9TTBhzXUdyNK2rHUgGNE1d9+j1yvZNQ1Emq3kmk3xsn0u+vk+mwJlNZY6dCG8dVzHUVz4Q3jpvq5ZgNbyTbNZRUKsTJ3LZlynGbxR5yXEuuLKWiDkuusXdfnVSgo91bprV5oNNU5pEPjyFbRuqZykwHPKbhpm+7Mg1HHrky0wGP1fTaSP0B0mM0vewOfDwymwRAprxG5udM6GM2uZ0Kf3yGKb+RCnf8pqlA5rbhSQdCXvmN3cFPKvxRs58t3tsD2EOr350vW7ZMY8aMaXbstNNO0z333KNZs2bppZde0mWXXaYbbrhBf/jDH1r7cAAAdEu7vx3Yvn1IXDf1AXHvCprm256lGqAmd4c0TkIN2W8Oprc9a9LPJpr98JkOappW07imErKUaX4qNe1LcyiLV6s/VKYaombCmMgeW50l09/+2307FdSkvunnze67vXv7Bn96yzN/ei/uQHrrhoBhprdCS32jL8/0pBuqelLbNFge5Rs++U2fvKZXXsMrn5G67TN88hre7G2f4ZPH8HTa4MZ13U67NqAzWNWkuXsuXiuEJQB6GtMwFTACCpgBFXf0YvZgu7YSbkIJN6G4HVejm1CDE1ejnVS9E1ejk1Cjm1SDnVDMtVMhjmMr5tqKpcOcVNWNo7jjKOY4qeqbdJiTSPeUTLhSQq6S6UAn6RpKukqHOkptSJYOd+z05mS2a+4ZdcjNBjypnpGZ29pHb8TMfU7zg/u+3aZaF/o056YDIFumUsGPkQ5+Mr+NVCCUfvaGmlxLluHKSlfeWNlAyMiGQR7DkEeZkMZMB0RmNqzxpUMgbzr8yQRCPsNKB0ZWeis3S37TI58s+U1LPsOSz7TSIVSTCqDM42rfa8iMM0WlELA/rQ5Ljj/+eD366KO67bbbmh0/8sgjNXfuXBmGoe9///uaOnVqax8KAADkmGFkeppIxe3clyaRrqZp3M+2Z1HHUWP6eGqrs7jqnEx/mlQlTX2TrR0a99x721G2MWrCTW0ulkx/SMyuI90Q9dCfgNrmA6GblCFHhhpkqE6Sk/0W3563M9/kM6XUhzsj/eFOroz0McNws/cb6W/6pX6WTCP1JAw5kmtLhiu5jlIfPp30xZbr7r5tqV4+1civnQq6GyUjKtu1d19ky5Klfv5+GuQfpPEF43Vq6FRVBivb4JcFdE2rc9jcXaJnCQB0JpZhyTIsBRRoz5aPh811XdmylXSTSrgJJd2kkk5SMSeRrsZJVeo0OolUNU76OuokUwGPk0yFO+mQJ+bYSriOYm7qOu64SriOEq6rhFLv/5Pp0CfZJPDJXGwpXcEj2el3vqnAJ3XtNKvqaVLn4ppNwh7PfgKgff0J1JCrzDZvTX8x+7ndpjLvudvH7t9gauu3zG/QNNzsdnCWmoRD2YBodyhkGZJXTUKZJpfMNm6ZEMij1G1Peqs4zz6CIW+6ashrZsYYsvacX0oFVJlwKB0WWU1uNw2Kmp2fDo2s9HECI+xLq8OS+++/XxMnTtSqVat08803a9SoUYrH47rnnntUWloqSerTp4+2bdvW6sUCAIDuwcjsryypyGrfT5LJFmx31pjZTzu9bUOdk1BDejuHzLYOUcdOf1i0FXUdxdLzxLP9aVwlXUPx9Lf8Untwm+lv+qWuXe3xrT3Dk85hDjPAacmxXHFtBbVJeVqjQi1VSO/LUiow2RjbqI2xjXoj8obu3XyvTio6Sd+o+IZG541uwwUBXUMum7tntqKRpIBBWAIAODSGYcgjjzyGJxXwdGGu6yqppGw3Ff4k3ea3E05C8XTQE3WSislWzLHV6CaUcFIBTzwdAiUylT3p25mfE3KyP2dDoPR1Mn3J3E4FP26TEEhKSqkgKH0sFQQpHQQpGwg5TaIMxzWyoY9217vs8XPTYMiUmo7ZR5WQpOxXrmylqpN2/yLb7F9Iua0Kar3MF88sw03HZtodEqW/ZOZpGhKlAxnLaBoWmfsIiszs9nJew5TXTG8pJyv9s5kNk5rOt2fYc8CgqMl9+wqKrHQw1N/rVUE7f97u6lodlhx55JFasGCBrr76ao0ZM0Z+v1/JZFIej0cPP/ywJOm9995TRUVFqxcLAADQWtm+NJ3gPaOd3kohtWWZk/4Q5cp2M9+yc2Wnv3GX+nCXUCz7Lb+EEo6duu0mlXRcJeUo6TrpD2ZO+vzdP9vZuVPzuq60+3tkmdtG+kNW6sOa6xpyDUOuayrsGNqelNbHXe2wLTVqkBo1SNWaLJ8hnVsY0LQSvwZ7qrQyukJvRN7QW5G39Hrkdb0eeV1X9L1C36n4jrzmYYRBOZBwUt+Y9BieTr2VGbq3pttwtVamubvENlwAgJ7NMAx5ldrOtrtxXKdZ8JNU8zBoXwGRLVsJN66EYyvupgKi1PZu6Ws3FRYllKoMiru24plgyHWUcHaHQUk1D4VSt5UNiJJqGgq5zcKgzHEnc0yGHLdJvXyTMGh3Tfy+AiFDewZGe47dfazJz/usKEr/XmXKUSrIyjrssKjp1gOdJxC6v79P3+g7qqOX0aW0vqOgUoHJSy+9pHXr1mnx4sWyLEvjxo1TeXm5pFRlyc9//vNcPBQAAEC3YRmGgoahoCl1ib0amtgUT+jthga9UV+v58IRrYjF9WwkqmcjUR0XLNSPy8/TvcMu18bYRv1uy+/0fM3zemz7Y/qw/kPdUXmHyn3lbbKuRqdR79a+q//W/Vfro+u1PrZe1clq1dv1SriJ7Dif4VN/f3+NCI7QyUUn66ySszosxEHPsjqWCjiG5aCyJNOvRCIsAQCguzINU6Zhyns41eddgOM6e4U+ewZC+wyH0mNSx/YfICXcVBiUqh5K3U64jhLpbePirpPeJs5RwrWVbLp9XDosyoREqUqcPb/clt5GLn07FRTtDowyX05rVvGTDn8OHhTtfftgY5s+ViRZ2yH/pl2Z4bpuu+2+h71FIhGFQiGFw2EVFRV19HIAAAAOmeu6WtwY1YNV1Xq0ZpfqndR+y8cFA7qlvEwXhIr0SvgV3bzuZtXZdQpZIf10yE81KTQpZ2tY3bhaf93+V72w84Vm37Zvqd7e3rqy7Epd3udymfvZrgBoraTrKm/xh0q4rtYdOUqDWtm3ZGt8qz714afkNbx6c+ybOVolAAAAciXT33Gv7eEOORA6cCVRNmhqct+FvS7U0ODQjv4VdAot/Rs8YUkHIywBAADdSXUyqXu2V+n/7ahSXTo0+UQwqFv7lelYf1g/XPtDLWtcJkm6quwqTe83/bArOlzX1Tu17+jR7Y/q9cjr2ePlvnJNLJyoI4JHaJB/kPr4+qjAKlCBWSCP4VHSTSpiR7Quuk6L6xfrmepnVJWokiSdFjpNtw65VYVWYSt/E8De1sRiGvbRcgUMQ/XHHiWzlVvBrYuu0yUfXaICq0Dzj52fo1UCAAAA3QthSRdBWAIAALqj6mRSd6dDk0ylyfF5Qd1U1ktLIn/Q/1b9TZI0NDBU3+3/XU0smijLaNlWZOFkWHN2ztHsqtlaHV0tSTJk6PTi0/WFvl/QMfnHHFI/koST0Ozq2bp7491KuAkN9g/Wr4b+SpXBykN81sCB/StSq3NWr9WRAb8+HD2y1fOtaFihzy37nHp5emnuMXNzsEIAAACg+2np3+Bz0rMEAAAAaKqXx6OfVZTrmr699cttO/Sbqiq909CoC9Zu1MT8S3VR2US9VPVTrYmu0XdXf1flvnKdUXyGhgeHa6B/oAJmQF7Dq6gTVTgZ1rbENq2NrtUH9R/oo/qPZKcbJwbMgC7sdaE+1/dzGugfeFhr9ZpeXdbnMh2Zd6S+v+b7Whdbp6tWXKVfVP5CJxSdkMtfC3q4lel+JUfkoF+JtLvBe8AM5GQ+AAAAoCcjLAEAAECb6e3x6Of9+2lm3z66a/t2/XZHtRbUN2hBfbF6W3erMrBR9fEXtD7+gR7b/liL5x0RHKGLe1+sc0vOVaEnN1tmHZl/pP466q+6ds21Wly/WFevulrXDrhWl/W57JAqVYD9yYQlw/2t61WS0eg0SiIsAQAAAHKh23SvvP/++1VZWalAIKBx48bp1VdfPeD4+fPna9y4cQoEAho6dKgefPDBvcY89dRTGjNmjPx+v8aMGaPZs2e3+nEBAAB6or5ej37Zv0Jrjhyla/v2Vh+PpSrb0TuxCn3kflkfGvdolfWAtnluU5X5TdVZU9VgnivXOlMh3xQNzrtIJ5dM15X9fqr/N/wZ3TnsEZ1WfLFs5anRceTkaGfZEm+JHhj+gM4pOUe2bN218S5dvepqvVf3nhzXycljoOdaGYtLkobnqrLESYUvfjM38wEAAAA9WbeoLHnyySc1Y8YM3X///TrppJP0u9/9Tueee64++ugjDRo0aK/xa9eu1Xnnnaevfe1revTRR/X666/rm9/8pvr06aNLL71UkrRgwQJNnTpVP/nJT3TxxRdr9uzZuuyyy/Taa69pwoQJh/W4AAAAPV0/r1e/7F+hOyr66ZW6Ov0zXKt5tXX6KBpVxAkoooGSBkqZ7MOV5EhKSGrMzFKTvjTnNQz5MxfTkN8wFTAzx8z0MUN5pqlC01ShZanINFVomSo0LRVZqWOFpqnz+9ygYt8n9Lftv9OC2rf1Zu2b6uvtq7EFY9XX21e9vL1kGZaMJv9LLTf1v8ztDI/hUcAMyG/45TdTl4AZUJ6ZpyKrSAWeAuWb+TKNbvNdJuzD7soSwhIAAACgs+kWDd4nTJigT3ziE3rggQeyx0aPHq2LLrpId9xxx17jr7vuOj333HNaunRp9tj06dO1ePFiLViwQJI0depURSIRPf/889kx55xzjkpKSvT4448f1uPuCw3eAQAApHrb0aLGRq2KxbQ2Htf6eELVtq3qZFJh21HMdRR1XMVcV1HHUcxN3W4vHjXIcmtlqU6eJpfdP9fKq7C82iWvdslU8pAfw5SpAqtAhVZh6uIpVImnRKWeUvXy9lIvT6/UtbeXSj2lKvWUymt62+DZoi0kXFfBRR/IlrThyFEa4Gv9Vlz/rP6nbl53s04sPFG/Hf7b1i8SAAAA6IZ6TIP3eDyud999Vz/84Q+bHZ8yZYreeOONfZ6zYMECTZkypdmxs88+Ww899JASiYS8Xq8WLFiga665Zq8xv/71rw/7cSUpFosplv5GmZT6hwIAAOjp8i1TJxXk66SC/Baf46YDk5jrKua4irnOfm43D1gaHEe1tqNax1at7SiSvq51HEXs3bdrbFu77FQj+aTylDTyJJW1aG0BI64Co1EFZqPyjajyjHoFjEgqUHF3yWtUyXSq1ejUqtauVdyNy5GjiB1RxG75+8OQFVIvby/19fZVma9M5b7y7KWft5/6+vpSddBJfByLy5YUNAxVeHMTckWdqCR6lgAAAAC50OXDkqqqKtm2rbKy5h9cy8rKtHXr1n2es3Xr1n2OTyaTqqqqUr9+/fY7JjPn4TyuJN1xxx269dZbW/z8AAAAsG+GYShgGApIktU2j5F0XdUkbVXZSVUnbVUlk6q209fJVOVLlW1rRzKpLYmEtiSSqXDG9Snq+lTlhPY7tyVpgM+rwUGfhnotlXsc9bESKjFjKjTrlGfuUoO9S9WJalUnqrUzuVNViSrtTO7UzsRO2bIVtsMK22Gtia7Z7+OUekpV7itXha9CA/0DNSgwSAP9AzXAP0C9Pb1pXt9OMltwHeH3y8zR7zzmsg0XAAAAkCtdPizJ2PNDnuu6B/zgt6/xex5vyZyH+rjXX3+9Zs6cmf05Eolo4MCB+x0PAACAjuMxDPXxetTH27K3za7rapdta0siqc2JhLY0CVG2pH/eGE9oQyKhhOtqXTyhdfHEPmYqkFSg/t5KjfD7NMLv1/BCv84K+DXC79Ngr0eNbq12JnaqOlGtbYlt2hrf2vyS2KqoE02FK8md+qjho70eJWAGNNA/MHsZEhiiYYFhqgxUKs/Ka90vD83sbu7e+u23MqgsAQAAAHKny4clvXv3lmVZe1VzbN++fa+qj4zy8vJ9jvd4POrVq9cBx2TmPJzHlSS/3y9/jho6AgAAoHMxDEMlHo9KPB6NCe7/D9i262prIql18Xj6ktC6RFwfx1LX6+JxNTiuNiUS2pRI6KW6+mbnm5IqfT4N9/s1ItBfo/zDdHRhQJ8NBFTsSZXZuK6riB3R1vhWbYlv0abYJm2IbchetsS3KOpEtbJxpVY2rtxrjf18/TQ0MDR1CQ7VsMAwDQ0OVdAM5vR31lOsynFzd4kG7wAAAEAudfmwxOfzady4cZo3b54uvvji7PF58+bpwgsv3Oc5EydO1N///vdmx+bOnavx48fLm94/eOLEiZo3b16zviVz587VpEmTDvtxAQAAAEmyDEP9fV7193k1SXv3aXFdV1VJW6vjMa2IxrUyFtOK9GVlLK56x9HqeFyr43G9UNv83AFer44KBHRU0K+jA0EdFRyoE4uGK2CazcYlnIS2xLdkw5P1sfVaE12jNY1rVJ2s1pb4Fm2Jb9Hrkdez55gyVRmo1Ki8URqVN0qj80ZrRHCE8q2W95rpqTLbcA0P5C7YyFaWGFSWAAAAAK3V5cMSSZo5c6amTZum8ePHa+LEifr973+v9evXa/r06ZJSW19t2rRJf/7znyVJ06dP13333aeZM2fqa1/7mhYsWKCHHnpIjz/+eHbO7373uzr11FN155136sILL9Szzz6rF198Ua+99lqLHxcAAAA4HEaT7b9OzG8eRLiuqy3JpFZGdwcoH0Vj+qAxqg2JhDamLy/U7k5RLElHBQManxfUuGCexucFdUwwoEGBQRoUGLTX4+9K7tLa6FqtaVyj1dHVWhtdq9WNq1WdrNbq6Gqtjq7WP3f+M7VWGRrkH6RReaM0Jm+Mji04VqOCo+Q1c9PEvLvIbMN1hC9323BRWQIAAADkTrcIS6ZOnarq6mrddttt2rJli4466ijNmTNHgwcPliRt2bJF69evz46vrKzUnDlzdM011+i3v/2tKioqdO+99+rSSy/Njpk0aZKeeOIJ/ehHP9JNN92kYcOG6cknn9SECRNa/LgAAABArhmGoQqvVxVer04rLGh2X9i29WFjVB9Go/qgyfVO29bixqgWN0b1kGokSV7D0NGBgMblBXV8XlAn5edrdMAvwzBU7CnW2IKxGlswttn8OxI7tKxhmZY2LNWyhmVa1rBM2xLbtC62Tuti6/Svmn9JkvyGX6PzRuvYgmN1bP6xOrbgWBV7itvl99MZxR1HH8fTPUtyWFlCg3cAAAAgdww309kcHSISiSgUCikcDquoqKijlwMAAIBuxnVdbUwktLChUQsbGvVuQ4MWNjSq2rb3GtvLsnRyQb5Oyc/XKQX5GpsXlNcwDjj/zsROLWtMBScf1H+gxXWLFbbDzcYYMjQiOELHFx6vEwpP0NiCsT2qgfzyaFSjlq5Qvmmq9pgjZRzkd9pSN6y9Qf+q+ZeuHXCtruh7RU7mBAAAALqblv4NvltUlgAAAADYN8MwNNDn00CfTxcXhySlApR18YTebWzUwoYGvVXfoDfrG1Rt23o2HNGz4YgkKc80NDEvX6cW5OuThQU6IT9Pnj3+0F/qLdUk7yRNKpq0e+7YOr1f/74W1y3W4vrFWhtdq+WNy7W8cbke3f6oLFk6Ov9oTSiaoFNCp2hUcFTOAoTOKLsFl9+X0+eZ7Vli0rMEAAAAaC3CEgAAAKCHMQxDQ/w+DfH7dGk6QIk7jv7b2KhX6+r1al29XqtvUI1t6991dfp3XZ1+vHWbQpapMwsKNKWoUFMKC1Xp37v/hmEYGhIYoiGBIbqg1wWSpKpElRbWLtTbtW/rndp3tDm+WYvqF2lR/SL9bsvv1NfbV6eETtEpoVN0fOHx3e6P/9nm7v7cbpdFg3cAAAAgdwhLAAAAAMhnmjoxP18n5ufr+2WS47r6KBrTq3X1eqmuTi/W1qnGtvV0OKKn05Unw/0+XRAq0kWhkCbm58naT9VEb29vnVN6js4pPUeStDG2UW/Xvq03wm/ozdo3tT2xXU9VPaWnqp6S3/DrxKITdXbJ2To1dKqCVrDdfgdtJVNZMnwf4VJr0OAdAAAAyB3CEgAAAAB7MQ1DRwUDOioY0Df69JLtunq3oVFza2s1N1KnBfX1WhmL61fbq/Sr7VXq6/Gkg5MinVlYoIBp7nfuAf4BGuAfoEt6X6KYE9O7te/qlfAreiX8irYltml+eL7mh+craAY1OTRZ55aeqxOKTpDX8LbjbyB32qqyhAbvAAAAQO7Q4L2D0eAdAAAAXVHEtjWvtk7P7grr75Fa7WrSMD7fNHVhqEjTSkv0ycKCvfqc7I/rulrZuFIv7npRL+x8QZvim7L3FXuKdVbxWbqo90UalTcq58+nLfX74CNtTSb15ogjNCE/d43tP/vRZ7Umuka/G/47jS8cn7N5AQAAgO6kpX+DJyzpYIQlAAAA6OoSrqtX6ur0zK6InglHtDGRyN5X5vHoipJifaG0WGODwRY3OHddVx82fKjndz6veTXztDO5M3vfkXlH6tLel2pKyZROv01XVTKpPh98JEmKHHOkCi0rZ3N/+sNPa3N8s2aNnKWj84/O2bwAAABAd0JY0kUQlgAAAKA7cV1Xbzc06tGdNXpi1y5VJXdXnIwJ+PXl0lJd1atEvTwt3xE46Sb1du3b+kf1P/TvXf9W0k1KkvLNfF3S+xJd3vdylfvKc/5ccuHl2jqdvmqNKn0+rTkytxUxU96foupktZ4Y9YSG5w3P6dwAAABAd0FY0kUQlgAAAKC7SriuXojU6i87a/RcOKJY+qOH3zA0taRY03uX6sS8vBZXm0jSzsRO/b3673qq6qnsNl2WLJ1deram9Z2mEXkj2uS5HK7f7KjSdzZu1gWhIj07dEhO5z510amqd+o1e8xsDQoMyuncAAAAQHfR0r/B77/rIgAAAAC0gtcw9OlQkf5WOVhbjxqj3w3sr7HBgGKuqz/vrNGkFat1/PJVeqJml5It/A5XqbdUV5ZfqWeOfEb3DLtH4wrGyZatOTvn6HPLPqdrVl+j5Q3L2/iZtdwHjVFJ0lGBQM7nzjR4D5i5nxsAAADoaQhLAAAAALS5Yo+l/+ndS++OHK43RxyhK0tLFDAMvdvYqM99vF5HfLRM/297leqaNIo/ENMwdWroVP1+xO/1l5F/0dklZ8uUqVfCr+iKZVfoujXXaW3j2jZ+VgeXCUuODuY20Ei6yex2ZH7Tn9O5AQAAgJ6IsAQAAABAuzEMQxPy8zRr8ECtP3K0bi0vUx+PpXXxhGZs2qxBS5bp9q3bVdvC0ESSxuSP0e2Vt+t/x/yvzi45W4YMvbjrRV229DLduu5WVSeq2/AZ7Z/ruvowmg5LclxZEnNi2duEJQAAAEDrEZYAAAAA6BB9vB7d3K9M644crQcH9tdwv081tq0bt2zV0I+W6Rfbtqvedlo835DAEN1eebseH/24Tg+dLkeOnqt+ThcvuViPbX9MCTfRhs9mb+viCdU5jryGoRGB3AYazcISg7AEAAAAaC3CEgAAAAAdKmia+nrvXlo6eqQeHTxQw/0+VSVt/WBzKjR5YEd1i3uaSNLw4HD9ctgvNWvkLI3OG616p16/2vgrfX7p5/VO7Ttt+Eya+yBdVTLK75f3EJrYt0QmLPEbfhk5nhsAAADoiQhLAAAAAHQKlmHo86Ul+mj0SM0aNEBDfT5tTyb1zY2bdNyyFfpXpPaQ5js6/2g9MvIR3TjoRoWskFZHV2v6yum6ff3tarQb2+hZ7NZW/UokKeqk5qa5OwAAAJAbhCUAAAAAOhWPYejKXqVaNmakfjOgQqWWpSXRmM5ZvVbnrV6rldHYwSdJswxLl/S+RLOPnK3P9P6MJOmpqqd0+bLL9X7d+231FCSpzfqVSFLUTc1NvxIAAAAgNwhLAAAAAHRKXsPQ1X16a9WYkbqmT295DUPPR2p1zLIVumPrdiUOYWuukCek6wddr/uPuF9l3jJtjG3UV1Z8Rfdtuk8Jp216mWQqS45qg8qS7DZchCUAAABAThCWAAAAAOjUSjwe3T2gQktGjdBZhQWKuq5u2LJV45et1Nv1DYc014SiCXpy9JP6VOmn5MjRw9se1tdXfl3VieqcrjnuOFoWbbttuDJhCdtwAQAAALlBWAIAAACgSxge8Otfwyr158ED1cuy9H40qokrVmnmxs2KOk6L5yn0FOq2Ibfprsq7VGAVaHH9Yk1bNk0f1X+Us7Uuj8WUlFRkmhrk9eZs3oxMzxK/QWUJAAAAkAuEJQAAAAC6DMMwNK20REtHj9QXSorlSLpnR5VOWL5KH6a3vWqpM0vO1J9H/llD/EO0LbFNX13xVc2pnpOTdS5sSDWQPyYYkGEYOZmzKbbhAgAAAHKLsAQAAABAl9PH69FfhgzSP4cOUV+PRx9Eoxq/fKXu21El9xB6mQwODNasUbN0ctHJirkx3bTuJt236b5DmmNfXq2rlySdlJ/fqnn2J9PgnW24AAAAgNwgLAEAAADQZZ0XKtL7o4br3KJCxVxX3964WZ9e87GqkskWz1FoFeruYXfry2VfliQ9vO1h/XT9T2W79mGv69X6VFhyakHbhCX0LAEAAAByi7AEAAAAQJdW5vXqn0OH6N4BFfIbhv4ZqdXxy1dqUXorrJawDEvf6v8t3TjoRpky9Uz1M7px7Y1Kui0PXTK2JBJaFYvLkDSprSpLMj1L2IYLAAAAyAnCEgAAAABdnmEY+naf3np75BEa5vPp43hCk1as0uM7aw5pnkt6X6KfV/5cHsOjebvm6Udrf3TIgUlmC65jgwEVe6xDOrelsj1LaPAOAAAA5ARhCQAAAIBu45hgUO+MPEJnFxao0XV1xboN+v6mzUoeQg+SM0vO1C8qf5ENTH788Y/luE6Lz8+EJae00RZcEg3eAQAAgFwjLAEAAADQrZR4PPrnsEr9sKyPJOmX26t07uq12pVseQ+SU4tP1V2Vd8mSpRdqXtDdG+9ucdP3V9JhyalttAWXJMVcepYAAAAAuURYAgAAAKDbsQxDd1T005NDBinPNPRibZ1OWblaG+LxFs9xWvFpunXIrZKkx3c8roe3PXzQc2qSSX0QTfUTacvKEnqWAAAAALlFWAIAAACg27qspFivDT9C5R6PPoxGNXHFan3Q2PLG7+eWnqtrB1wrSfrt5t9qXs28A45/vb5BrqQRfp/KvN7WLP2AMmEJlSUAAABAbhCWAAAAAOjWxuYF9ebIIzQ64NemREInr1it/9TWtfj8K/peoc/3/bwk6ccf/1jLGpbtd2ymX8mpBQWtW/RB0OAdAAAAyC3CEgAAAADd3mCfT68NH6ZT8vMVcRyds3qtHt1Z0+Lzv9P/O5pYNFExN6aZq2eqJrnvc1+qS4Uwp7RhvxJpd1hCZQkAAACQG4QlAAAAAHqEUo9Hc4+o1GeLQ0q4rqat26BfbNveosbtHsOj24fcrkH+QdqW2KZbPr5lr/OWR6N6p6FRlqSzitq2siTq0rMEAAAAyCXCEgAAAAA9RsA09cSQQbqmT29J0g82b9XMTVvktCAwKfIU6c7KO+UzfHot8pr+uv2vze6fla5UObeoUP3asF+J1GQbLsISAAAAICcISwAAAAD0KKZh6O4BFfplRT9J0q93VOmKj9cr5jgHPXdE3gjNHDBTkvSbzb/RkvolkqSk6+rP6bDkS71K22jluxGWAAAAALlFWAIAAACgR7q2rI8eHTxQXsPQk7vCOnf1WoVt+6Dnfab3Z3Rm8ZlKukndsu4WxZ245kZqtTmRVG+PpfOLCtt87VEntQ1X0Ay2+WMBAAAAPQFhCQAAAIAe6/OlJZozdIgKTFMv1dXrtJWrtSWROOA5hmHohkE3qJenl9ZE1+gPW/6gh9NVJZ8vKZHPbPuPWTE3XVliUFkCAAAA5AJhCQAAAIAe7ZNFhZo/fKjKPB4tboxq4opVWh6NHvCcYk+xfjjoh5Kk32/7u54NhyVJXyotafP1SrsrS9iGCwAAAMgNwhIAAAAAPd4n8vL0xohhOsLv07p4QpNWrNb82roDnnNG8RmaUny21uoqJVzp1Pw8HZvXPtti0bMEAAAAyC3CEgAAAACQNNTv1xvDj9DxeUHttG2dsWqN7ti6Xbbr7vecUN7XVWuMkenGNLVwabus03XdbFgSMAPt8pgAAABAd0dYAgAAAABpfbwevXTEME0rKZYj6YYtWzVxxSq929Cw19iXaut029aIJKm//qandvxakWSkzdeYdJNy5EiisgQAAADIFcISAAAAAGgi3zL1yOCBemjQABWZpt5paNT45at08opV+vX2HfpT9U5dvnadzli1Ro2uqzML8nWC/2PtSu7Sg1sebPP1ZfqVSFLAoLIEAAAAyAXCEgAAAADYg2EY+nKvUi0bM1JXlBTLlPR6fYOu2bRFX1m/UU/uCsuQNL13qZ4aOkQ/GPR9SdL/7fg/bYhuaNO1Rd1UWGLKlMfwtOljAQAAAD0FYQkAAAAA7Ec/r1d/HTJIG44arTv6leviUJE+VVSoz5U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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.core import wl_grid_constant_R\n", "from POSEIDON.clouds import load_aerosol_grid, interpolate_sigma_Mie_grid\n", "import matplotlib.pyplot as plt \n", "import numpy as np\n", "\n", "species = ['SiO2_alpha_crystal_300K_ordinary', 'SiO2_alpha_crystal_300K_extraordinary']\n", "\n", "# Intialize wavelength grid\n", "wl_min = 6.5 # Minimum wavelength (um)\n", "wl_max = 12 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "# Load in the grid \n", "grid_name = 'aerosol_directional'\n", "aerosol_grid = load_aerosol_grid(species, grid = grid_name)\n", "\n", "# Test to see if the cross sections come out with SiO2 particle, 0.01 um sized\n", "r_m = 0.01\n", "\n", "# This formula loads in the grid \n", "sigma_Mie_interp_array = interpolate_sigma_Mie_grid(aerosol_grid, wl, [r_m, r_m], species,)\n", "\n", "# Lets look at different mean radii\n", "import matplotlib.pyplot as plt \n", "\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(16, 9)) \n", "\n", "colors = ['limegreen', 'darkturquoise']\n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " A\n", " B\n", " C\n", " \"\"\"\n", ")\n", "\n", "for n, s in enumerate(species):\n", "\n", " # Lets load in the extinction cross section, asymmetry parameter, and single scattering albedo \n", " eff_ext = sigma_Mie_interp_array[s]['eff_ext']\n", " eff_w = sigma_Mie_interp_array[s]['eff_w']\n", " eff_g = sigma_Mie_interp_array[s]['eff_g']\n", "\n", " # Plot \n", " axd['A'].plot(wl, np.log10(eff_ext), label = s, color = colors[n])\n", " axd['B'].plot(wl, eff_w, label = s, color = colors[n])\n", " axd['C'].plot(wl, eff_g, label = s, color = colors[n])\n", "\n", "plt.suptitle('Room Temperature Directional Quartz')\n", "axd['A'].set_ylabel('Log 10 $\\sigma_{\\mathrm{ext,eff}}$')\n", "axd['A'].set_xticklabels([])\n", "axd['A'].legend()\n", "axd['B'].set_ylabel('$\\omega$')\n", "axd['B'].set_xticklabels([])\n", "axd['C'].set_ylabel('$g$')\n", "axd['C'].set_xlabel('Wavelength (μm)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Increasing temperature will shift the absorption of quartz and changes its morphology. Quartz will undergo a phase transition and transform from $\\alpha$ quartz to $\\beta$ quartz at ~850K." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in database for aerosol cross sections...\n" ] }, { "data": { "text/plain": [ "Text(0.5, 0, 'Wavelength (μm)')" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.core import wl_grid_constant_R\n", "from POSEIDON.clouds import load_aerosol_grid, interpolate_sigma_Mie_grid\n", "import matplotlib.pyplot as plt \n", "import numpy as np\n", "\n", "species = ['SiO2_alpha_crystal_300K_ordinary', 'SiO2_alpha_crystal_300K_extraordinary',\n", " 'SiO2_beta_crystal_928K_ordinary', 'SiO2_beta_crystal_928K_extraordinary']\n", "\n", "# Intialize wavelength grid\n", "wl_min = 6.5 # Minimum wavelength (um)\n", "wl_max = 12 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "# Load in the grid \n", "grid_name = 'aerosol_directional'\n", "aerosol_grid = load_aerosol_grid(species, grid = grid_name)\n", "\n", "# Test to see if the cross sections come out with SiO2 particle, 0.01 um sized\n", "r_m = 0.01\n", "\n", "# This formula loads in the grid \n", "sigma_Mie_interp_array = interpolate_sigma_Mie_grid(aerosol_grid, wl, [r_m, r_m, r_m, r_m], species,)\n", "\n", "# Lets look at different mean radii\n", "import matplotlib.pyplot as plt \n", "\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(16, 4.5)) \n", "\n", "colors = ['limegreen', 'darkturquoise', 'magenta', 'orange']\n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " A\n", " \"\"\"\n", ")\n", "\n", "for n,s in enumerate(species):\n", "\n", " # Lets load in the extinction cross section, asymmetry parameter, and single scattering albedo \n", " eff_ext = sigma_Mie_interp_array[s]['eff_ext']\n", "\n", " # Plot \n", " axd['A'].plot(wl, np.log10(eff_ext), label = s, color = colors[n])\n", "\n", "plt.suptitle('Room Temperature vs Hot Directional Quartz')\n", "axd['A'].set_ylabel('Log 10 $\\sigma_{\\mathrm{ext,eff}}$')\n", "axd['A'].legend()\n", "axd['A'].set_xlabel('Wavelength (μm)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Crystalline forsterite (Mg2SiO4) is biaxial, meaning it has three sets of refractive indices: E||c, E||b, E||a. For randomly oriented crystals, each refractive index gets a 1/3 weight. If the crystals are oriented, this can shift. \n", "\n", "For crystalline forsterite, the lab data labels the refractive indices B1U, B2U, and B3U which correlate to symmetry groups. This correlates to E||c, E||b, and E||a. \n", "\n", "The worlds of minerals have different notations for directions and how they map to c, b, a, so if you're ever unsure, refer to the Zenodo table in Mullens & Lewis 2025 or the Opacity Database on POSEIDON's documentation. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in database for aerosol cross sections...\n" ] }, { "data": { "text/plain": [ "Text(0.5, 0, 'Wavelength (μm)')" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.core import wl_grid_constant_R\n", "from POSEIDON.clouds import load_aerosol_grid, interpolate_sigma_Mie_grid\n", "import matplotlib.pyplot as plt \n", "import numpy as np\n", "\n", "species = ['Mg2SiO4_295K_B1U','Mg2SiO4_295K_B2U','Mg2SiO4_295K_B3U']\n", "\n", "# Intialize wavelength grid\n", "wl_min = 6.5 # Minimum wavelength (um)\n", "wl_max = 12 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "# Load in the grid \n", "grid_name = 'aerosol_directional'\n", "aerosol_grid = load_aerosol_grid(species, grid = grid_name)\n", "\n", "# Test to see if the cross sections come out with SiO2 particle, 0.01 um sized\n", "r_m = 0.01\n", "\n", "# This formula loads in the grid \n", "sigma_Mie_interp_array = interpolate_sigma_Mie_grid(aerosol_grid, wl, [r_m, r_m, r_m], species,)\n", "\n", "# Lets look at different mean radii\n", "import matplotlib.pyplot as plt \n", "\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(16, 9)) \n", "\n", "colors = ['limegreen', 'darkturquoise', 'dodgerblue']\n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " A\n", " B\n", " C\n", " \"\"\"\n", ")\n", "\n", "for n, s in enumerate(species):\n", "\n", " # Lets load in the extinction cross section, asymmetry parameter, and single scattering albedo \n", " eff_ext = sigma_Mie_interp_array[s]['eff_ext']\n", " eff_w = sigma_Mie_interp_array[s]['eff_w']\n", " eff_g = sigma_Mie_interp_array[s]['eff_g']\n", "\n", " # Plot \n", " axd['A'].plot(wl, np.log10(eff_ext), label = s, color = colors[n])\n", " axd['B'].plot(wl, eff_w, label = s, color = colors[n])\n", " axd['C'].plot(wl, eff_g, label = s, color = colors[n])\n", "\n", "plt.suptitle('Room Temperature Directional Forsterite')\n", "axd['A'].set_ylabel('Log 10 $\\sigma_{\\mathrm{ext,eff}}$')\n", "axd['A'].set_xticklabels([])\n", "axd['A'].legend()\n", "axd['B'].set_ylabel('$\\omega$')\n", "axd['B'].set_xticklabels([])\n", "axd['C'].set_ylabel('$g$')\n", "axd['C'].set_xlabel('Wavelength (μm)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets increase the temperature of the forsterite and see what happens" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in database for aerosol cross sections...\n" ] }, { "data": { "text/plain": [ "Text(0.5, 0, 'Wavelength (μm)')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.core import wl_grid_constant_R\n", "from POSEIDON.clouds import load_aerosol_grid, interpolate_sigma_Mie_grid\n", "import matplotlib.pyplot as plt \n", "import numpy as np\n", "\n", "species = ['Mg2SiO4_295K_B1U','Mg2SiO4_295K_B2U','Mg2SiO4_295K_B3U',\n", " 'Mg2SiO4_1102K_B1U','Mg2SiO4_946K_B2U','Mg2SiO4_1055K_B3U']\n", "\n", "# Intialize wavelength grid\n", "wl_min = 6.5 # Minimum wavelength (um)\n", "wl_max = 12 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "# Load in the grid \n", "grid_name = 'aerosol_directional'\n", "aerosol_grid = load_aerosol_grid(species, grid = grid_name)\n", "\n", "# Test to see if the cross sections come out with SiO2 particle, 0.01 um sized\n", "r_m = 0.01\n", "\n", "# This formula loads in the grid \n", "sigma_Mie_interp_array = interpolate_sigma_Mie_grid(aerosol_grid, wl, [r_m, r_m, r_m, r_m, r_m, r_m], species,)\n", "\n", "# Lets look at different mean radii\n", "import matplotlib.pyplot as plt \n", "\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(16, 4.5)) \n", "\n", "colors = ['limegreen', 'darkturquoise','dodgerblue', 'magenta', 'orange', 'red']\n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " A\n", " \"\"\"\n", ")\n", "\n", "for n,s in enumerate(species):\n", "\n", " # Lets load in the extinction cross section, asymmetry parameter, and single scattering albedo \n", " eff_ext = sigma_Mie_interp_array[s]['eff_ext']\n", "\n", " # Plot \n", " axd['A'].plot(wl, np.log10(eff_ext), label = s, color = colors[n])\n", "\n", "plt.suptitle('Room Temperature vs Hot Directional Forsterite')\n", "axd['A'].set_ylabel('Log 10 $\\sigma_{\\mathrm{ext,eff}}$')\n", "axd['A'].legend()\n", "axd['A'].set_xlabel('Wavelength (μm)')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Forward Models with Aerosol Directionality \n", "\n", "We have introduced four new variations to the aerosol 'slab' model to account for directionality of crystalline aerosols. \n", "\n", "Two are for uniaxial crystals (like quartz) and two are for biaxial crystals (like forsterite, enstatite, etc).\n", "\n", "For each, there is a random variety that assumes the crystals have a random orientation. This model reduces the number of free parameters in the model by assuming that the cross sections are appropriately weighted (2/3+1/3 for uniaxial, 1/3+1/3+1/3 for biaxial).\n", "\n", "The other variety does not assume this, but instead assumed the mixing ratio of each orientation is a free parameters.\n", "\n", "All four models assume the clouds are located in the same pressure region, and have the same mean particle size. \n", "\n", "Lets make all four models for WASP-17b\n", "\n", "1. For uniaxial models, the assumed order of aerosols is extraordinary first, then ordinary\n", "2. For biaxial models, the assumed order of aerosols is E||c, E||b, E||a\n", "\n", "If you are unsure of the correct order, see the `Opacity Database` page in the POSEIDON documentation." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "This model assumes the first aerosol is ordinary (2/3 weight), then extraordinary (1/3 weight)\n", "This model assumes the first aerosol is ordinary, then extraordinary\n", "This model assumes the aerosols are in this order: E||c, E||b, E||a (1/3 weighting each is assumed)\n", "This model assumes the aerosols are in this order: E||c, E||b, E||a\n" ] } ], "source": [ "from POSEIDON.constants import R_Sun, R_J\n", "from POSEIDON.core import create_star, create_planet, load_data, define_model, \\\n", " wl_grid_constant_R, set_priors, read_opacities\n", "from POSEIDON.visuals import plot_data, plot_spectra_retrieved, plot_PT_retrieved, \\\n", " plot_chem_retrieved\n", "from POSEIDON.retrieval import run_retrieval\n", "from POSEIDON.utility import read_retrieved_spectrum, read_retrieved_PT, \\\n", " read_retrieved_log_X, plot_collection\n", "from POSEIDON.corner import generate_cornerplot\n", "\n", "import numpy as np\n", "\n", "from scipy.constants import parsec as pc\n", "\n", "\n", "do_retrieval = True\n", "\n", "#***** Model wavelength grid *****#\n", "\n", "wl_min = 5 # Minimum wavelength (um) 0.55\n", "wl_max = 30.0 # Maximum wavelength (um) 3.00\n", "R = 20000 # Spectral resolution of grid \n", "\n", "# We need to provide a model wavelength grid to initialise instrument properties\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "#***** Define stellar properties *****#\n", "\n", "R_s = 1.49*R_Sun # Stellar radius (m)\n", "T_s = 6550.0 # Stellar effective temperature (K)\n", "err_T_s = 100 # Value in ExoMast\n", "Met_s = -0.25 # Stellar metallicity [log10(Fe/H_star / Fe/H_solar)]\n", "log_g_s = 4.2 # Stellar log surface gravity (log10(cm/s^2) by convention)\n", "\n", "# Create the stellar object\n", "star = create_star(R_s, T_s, log_g_s, Met_s, T_eff_error = err_T_s, \n", " stellar_grid = 'phoenix', wl = wl)\n", "\n", "#***** Define planet properties *****#\n", "\n", "planet_name = 'WASP-17b' # Planet name used for plots, output files etc.\n", "\n", "R_p = 1.87*R_J # Planetary radius (m)\n", "log_g_p = 2.7426 # Gravitational field of planet (m/s^2)\n", "T_eq = 1699 # Equilibrium temperature (K)\n", "d = 405.91*pc # Distance to system (m)\n", "\n", "# Create the planet object\n", "planet = create_planet(planet_name, R_p, log_g = log_g_p, T_eq = T_eq, d = d)\n", "\n", "#***** Define model *****#\n", "\n", "model_name_SiO2_random = 'Alpha-Quartz-Random-Orientation'\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O']\n", "\n", "aerosol_species = ['SiO2_alpha_crystal_300K_ordinary','SiO2_alpha_crystal_300K_extraordinary',]\n", "model_random_sio2 = define_model(model_name_SiO2_random, bulk_species, param_species, \n", " PT_profile = 'isotherm',\n", " cloud_model = 'Mie', cloud_type = 'uniaxial_random_slab', #<------ set cloud_type = unixial_random_slab\n", " aerosol_species = aerosol_species,\n", " )\n", "\n", "model_name_SiO2_directional = 'Beta-Quartz-Directional'\n", "\n", "aerosol_species = ['SiO2_beta_crystal_928K_ordinary', 'SiO2_beta_crystal_928K_extraordinary']\n", "model_directional_sio2 = define_model(model_name_SiO2_directional, bulk_species, param_species, \n", " PT_profile = 'isotherm',\n", " cloud_model = 'Mie', cloud_type = 'uniaxial_slab', #<------ set cloud_type = unixial_slab\n", " aerosol_species = aerosol_species,\n", " )\n", "\n", "model_name_Mg2SiO4_random = 'Room_Temp_Mg2SiO4_Random_Orientation'\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O']\n", "\n", "aerosol_species = ['Mg2SiO4_295K_B1U','Mg2SiO4_295K_B2U','Mg2SiO4_295K_B3U',]\n", "model_random_mg2sio4 = define_model(model_name_Mg2SiO4_random, bulk_species, param_species, \n", " PT_profile = 'isotherm',\n", " cloud_model = 'Mie', cloud_type = 'biaxial_random_slab', #<------ set cloud_type = biaxial_random_slab\n", " aerosol_species = aerosol_species,\n", " )\n", "\n", "model_name_Mg2SiO4_directional = 'Hot_Temp_Mg2SiO4_Directional'\n", "\n", "aerosol_species = ['Mg2SiO4_1102K_B1U','Mg2SiO4_946K_B2U','Mg2SiO4_1055K_B3U']\n", "model_directional_mg2sio4 = define_model(model_name_Mg2SiO4_directional, bulk_species, param_species, \n", " PT_profile = 'isotherm',\n", " cloud_model = 'Mie', cloud_type = 'biaxial_slab', #<------ set cloud_type = biaxial_slab\n", " aerosol_species = aerosol_species,\n", " )\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Lets print out the cloud model params for the above models. \n", "\n", "Note that the random orientation models have less free parameters but stricter assumptions, whereas the directional models allow the data to pick the most favored crystal orientation (if you are running retrievals)." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['log_P_top_slab' 'Delta_log_P' 'log_r_m_uniaxial' 'log_X_uniaxial']\n", "\n", "['log_P_top_slab' 'Delta_log_P' 'log_r_m_uniaxial' 'log_X_ordinary'\n", " 'log_X_extraordinary']\n", "\n", "['log_P_top_slab' 'Delta_log_P' 'log_r_m_biaxial' 'log_X_biaxial']\n", "\n", "['log_P_top_slab' 'Delta_log_P' 'log_r_m_biaxial' 'log_X_Ec' 'log_X_Eb'\n", " 'log_X_Ea']\n" ] } ], "source": [ "print(model_random_sio2['cloud_param_names'])\n", "print()\n", "print(model_directional_sio2['cloud_param_names'])\n", "print()\n", "print(model_random_mg2sio4['cloud_param_names'])\n", "print()\n", "print(model_directional_mg2sio4['cloud_param_names'])" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# Some nominal values for W17b's atmosphere \n", "\n", "R_p_ref = 1.69 * R_J\n", "T = 1271.9\n", "log_H2O = -2.96 \n", "log_P_top_slab = -6.60\n", "Delta_log_P = 1.96 \n", "log_r_m = -1.85\n", "\n", "# Atmospheric pressure grid\n", "P_min = 1.0e-8 # 10 nbar\n", "P_max = 100 # 10 bar\n", "N_layers = 100 # 100 layers\n", "\n", "# Let's space the layers uniformly in log-pressure\n", "P = np.logspace(np.log10(P_max), np.log10(P_min), N_layers)\n", "\n", "# Specify the reference pressure\n", "P_ref = 10.0 # Retrieved R_p_ref parameter will be the radius at 10 bar" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For the directional models, we will model the expected cross section (in transmission geoemtries) if the aerosols are mechanically aligned to the winds (labeled `Top' in Mullens & Lewis 2025)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# Mixing ratio of aerosols \n", "\n", "# Random models\n", "log_X_uniaxial = -11.23\n", "log_X_biaxial = -11.23\n", "\n", "# Directional models\n", "\n", "# Top oriented crystals are 100% ordinary\n", "log_X_ordinary = -11.23\n", "log_X_extraordinary = -50\n", "\n", "# Top oriented biaxial crystals are 50% Eb and 50% Ea\n", "log_X_Ec = -50\n", "log_X_Eb = np.log10((10**log_X_biaxial)*0.5)\n", "log_X_Ea = np.log10((10**log_X_biaxial)*0.5)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "\n", "PT_params = np.array([T])\n", "log_X_params = np.array([log_H2O])\n", "\n", "# Random orientation uniaxial\n", "cloud_params = np.array([log_P_top_slab, Delta_log_P, log_r_m, log_X_uniaxial])\n", "\n", "atmosphere_random_sio2 = make_atmosphere(planet, model_random_sio2, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)\n", "\n", "# Directional uniaxial\n", "cloud_params = np.array([log_P_top_slab, Delta_log_P, log_r_m, log_X_ordinary, log_X_extraordinary])\n", "\n", "atmosphere_directional_sio2 = make_atmosphere(planet, model_directional_sio2, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)\n", "\n", "# Random Orientation biaxial\n", "cloud_params = np.array([log_P_top_slab, Delta_log_P, log_r_m, log_X_biaxial])\n", "\n", "atmosphere_random_mg2sio4 = make_atmosphere(planet, model_random_mg2sio4, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)\n", "\n", "# Directional biaxial\n", "cloud_params = np.array([log_P_top_slab, Delta_log_P, log_r_m, log_X_Ec, log_X_Eb, log_X_Ea])\n", "\n", "atmosphere_directional_mg2sio4 = make_atmosphere(planet, model_directional_mg2sio4, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Making opac object with room temperature SiO2 opacities\n", "Reading in cross sections in opacity sampling mode...\n", "H2-H2 done\n", "H2-He done\n", "H2O done\n", "Reading in database for aerosol cross sections...\n", "Opacity pre-interpolation complete.\n", "\n", "Making opac object with hot SiO2 opacities\n", "Reading in database for aerosol cross sections...\n", "\n", "Making opac object with room temperature Mg2SiO4 opacities\n", "Reading in database for aerosol cross sections...\n", "\n", "Making opac object with hot Mg2SiO4 opacities\n", "Reading in database for aerosol cross sections...\n" ] } ], "source": [ "from POSEIDON.core import read_opacities\n", "from POSEIDON.core import define_model\n", "\n", "opacity_treatment = 'opacity_sampling'\n", "\n", "# Define fine temperature grid (K)\n", "T_fine_min = 1000 # Our model is isothermal at 1271K \n", "T_fine_max = 1500 # We we can set a strict min and max temperature for the opac object\n", "T_fine_step = 10 # 10 K steps are a good tradeoff between accuracy and RAM\n", "\n", "T_fine = np.arange(T_fine_min, (T_fine_max + T_fine_step), T_fine_step)\n", "\n", "# Define fine pressure grid (log10(P/bar))\n", "log_P_fine_min = -6.0 # 1 ubar is the lowest pressure in the opacity database\n", "log_P_fine_max = 2.0 # 100 bar is the highest pressure in the opacity database\n", "log_P_fine_step = 0.2 # 0.2 dex steps are a good tradeoff between accuracy and RAM\n", "\n", "log_P_fine = np.arange(log_P_fine_min, (log_P_fine_max + log_P_fine_step), \n", " log_P_fine_step)\n", "\n", "#***** Specify fixed atmospheric settings for retrieval *****#\n", "\n", "# Atmospheric pressure grid\n", "P_min = 1.0e-8 # 10 nbar\n", "P_max = 100 # 10 bar\n", "N_layers = 100 # 100 layers\n", "\n", "# Let's space the layers uniformly in log-pressure\n", "P = np.logspace(np.log10(P_max), np.log10(P_min), N_layers)\n", "\n", "# Specify the reference pressure\n", "P_ref = 10.0 # Retrieved R_p_ref parameter will be the radius at 10 bar\n", "\n", "# Now we can pre-interpolate the sampled opacities (may take up to a minute)\n", "\n", "# Need to create separate opacities for each aerosol\n", "print('Making opac object with room temperature SiO2 opacities')\n", "opac_sio2_room_temp = read_opacities(model_random_sio2, wl, opacity_treatment, T_fine, log_P_fine)\n", "\n", "# Creating separate opacities for hot temperature SiO2 \n", "# This function takes the opac object, and just switches what aerosols are stored in it, making a copy \n", "# and avoids having to reload gas opacities.\n", "from POSEIDON.clouds import switch_aerosol_in_opac\n", "\n", "print()\n", "print('Making opac object with hot SiO2 opacities')\n", "opac_sio2_hot_temp = switch_aerosol_in_opac(model_directional_sio2, opac_sio2_room_temp)\n", "\n", "# Creating separate opacities for room temperature Mg2SiO4\n", "from POSEIDON.clouds import switch_aerosol_in_opac\n", "\n", "print()\n", "print('Making opac object with room temperature Mg2SiO4 opacities')\n", "opac_mg2sio4_room_temp = switch_aerosol_in_opac(model_random_mg2sio4, opac_sio2_room_temp)\n", "\n", "# Creating separate opacities for room temperature Mg2SiO4\n", "from POSEIDON.clouds import switch_aerosol_in_opac\n", "\n", "print()\n", "print('Making opac object with hot Mg2SiO4 opacities')\n", "opac_mg2sio4_hot_temp = switch_aerosol_in_opac(model_directional_mg2sio4, opac_sio2_room_temp)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import compute_spectrum\n", "from POSEIDON.visuals import plot_spectra\n", "from POSEIDON.utility import plot_collection\n", "\n", "# Generate our transmission spectra\n", "spectrum_random_sio2 = compute_spectrum(planet, star, model_random_sio2, atmosphere_random_sio2, opac_sio2_room_temp, wl,\n", " spectrum_type = 'transmission')\n", "\n", "spectrum_directional_sio2 = compute_spectrum(planet, star, model_directional_sio2, atmosphere_directional_sio2, opac_sio2_hot_temp, wl,\n", " spectrum_type = 'transmission')\n", "\n", "spectrum_random_mg2sio4 = compute_spectrum(planet, star, model_random_mg2sio4, atmosphere_random_mg2sio4, opac_mg2sio4_room_temp, wl,\n", " spectrum_type = 'transmission')\n", "\n", "spectrum_directional_mg2sio4 = compute_spectrum(planet, star, model_directional_mg2sio4, atmosphere_directional_mg2sio4, opac_mg2sio4_hot_temp, wl,\n", " spectrum_type = 'transmission')" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "spectra = plot_collection(spectrum_random_sio2, wl, collection = [])\n", "spectra = plot_collection(spectrum_directional_sio2, wl, collection = spectra)\n", "\n", "# Produce figure and save to file\n", "fig = plot_spectra(spectra, planet,\n", " plt_label ='Uniaxial Quartz (Random vs Directional)',\n", " plot_full_res = False, R_to_bin = 500, \n", " figure_shape = 'wide',\n", " spectra_labels = ['Random Orientation Room-Temperature SiO2', 'Directional (\\'Top\\') Hotter SiO2'],\n", " colour_list = ['dodgerblue','darkorange'])" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "spectra = plot_collection(spectrum_random_mg2sio4, wl, collection = [])\n", "spectra = plot_collection(spectrum_directional_mg2sio4, wl, collection = spectra)\n", "\n", "# Produce figure and save to file\n", "fig = plot_spectra(spectra, planet,\n", " plt_label ='Biaxial Forsterite (Random vs Directional)',\n", " plot_full_res = False, R_to_bin = 500, \n", " figure_shape = 'wide',\n", " spectra_labels = ['Random Orientation Room-Temperature Mg2SIO4', 'Directional (\\'Top\\') Hotter Mg2SiO4'],\n", " colour_list = ['dodgerblue','darkorange'])" ] } ], "metadata": { "kernelspec": { "display_name": "POSEIDON-V12", "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": "3.11.9" } }, "nbformat": 4, "nbformat_minor": 2 }