{ "cells": [ { "cell_type": "markdown", "id": "42da56f1", "metadata": {}, "source": [ "# Making an Aerosol Database\n", "\n", "\n", "POSEIDON currently uses a precomputed aerosol database that stores aerosol Mie scattering properties in it, that retrievals can then pull from. \n", "\n", "This notebook will teach you whats precomputed for the database, how to add your own aerosols into the database, and how to change some assumptions that are currently in the code. " ] }, { "cell_type": "markdown", "id": "6de6a182", "metadata": {}, "source": [ "
\n", "\n", " **Note:**\n", "\n", " As of POSEIDON V1.3.1 the aerosol database code has been overhauled. \n", "\n", " Mainly, the asymmetry parameter and single scattering albedo no longer are computed using the options: mean, median, and trap and now instead use a weighted integral.\n", "\n", " Also, miepython support has been implemented. \n", "\n", " If you downloaded the aerosol_database.hdf5 you will need to download the new version from [Zenodo](https://doi.org/10.5281/zenodo.15711943).\n", " \n", " There are also three new optional databases, which are detailed below.\n", " \n", "
\n", "\n", "Here are the weighted integrals for g and w:\n", "\n", "$$\n", "g_{\\mathrm{eff}} = \\frac{\\int \\; P(r) \\; \\sigma_{\\mathrm{geo}} \\; Q_{\\mathrm{scat}} \\; g \\; dr}{\\sigma_{\\mathrm{scat,eff}}}\n", "$$\n", "\n", "$$\n", "\\omega_{\\mathrm{eff}} = \\frac{\\sigma_{\\mathrm{scat,eff}}}{\\sigma_{\\mathrm{ext,eff}}}\n", "$$\n", "\n", "For an example of the weighted integral being used, see theory guide here: https://github.com/ELeeAstro/Rosseland_Clouds?tab=readme-ov-file" ] }, { "attachments": {}, "cell_type": "markdown", "id": "d7eb8d1c", "metadata": {}, "source": [ "## Mie Aerosol Types\n", "\n", "Aerosols in the database are computed from the refractive indices found in \n", "- Wakeford & Sing 2014 (https://ui.adsabs.harvard.edu/abs/2015A%26A...573A.122W/abstract)\n", "- Kitzmann & Heng 2017 (https://ui.adsabs.harvard.edu/abs/2018MNRAS.475...94K/abstract)\n", "- gcmCRT (https://ui.adsabs.harvard.edu/abs/2022ApJ...929..180L/abstract)\n", "- Burningham 2021 (https://ui.adsabs.harvard.edu/abs/2021MNRAS.506.1944B/abstract)\n", "- optool (https://ui.adsabs.harvard.edu/abs/2021ascl.soft04010D/abstract)\n", "- Misc (see Mullens et al. 2024)\n", "- Database of Optical Constants for Cosmic Dust (DOCCD, https://www2.astro.uni-jena.de/Laboratory/OCDB/index.html)\n", "\n", "Each aerosol in the database has their effective extinction cross section ($\\sigma_{eff,ext}$), effective absorption cross section ($\\sigma_{eff,abs}$), effective scattering cross section ($\\sigma_{eff,scat}$), effective back scattering cross section ($\\sigma_{eff,back}$), effective asymmetry parameter ($g$), and effective single scattering albedo ($\\omega$) calculated covering wavelengths from 0.2 to 30 um and particle sizes 0.001 to 10 um (log -3 to 1). \n", "\n", "Particles are assumed to be in a log normal distribution with a log width of 0.5 centered around the particle size recorded in the database. \n", "Aerosols are given a cross section of 0 in regions where refractive index lab data did not span the full 0.2-30 um. \n", "\n", "Cross sections were computed via the python miepython package (V2.5.5)\n", "- miepython (https://miepython.readthedocs.io/en/2.5.5/)\n", "\n", "POSEIDON also includes the python implementation of LX-MIE, which includes the Platon implementation and functional forms from PyMieScatt\n", "- LX-MIE Algorithm (Kitzmann & Heng 2017, https://ui.adsabs.harvard.edu/abs/2018MNRAS.475...94K/abstract)\n", "- PLATON Aerosol Implementation (Zhang et al 2018, https://ui.adsabs.harvard.edu/abs/2019PASP..131c4501Z/abstract)\n", "- PyMieScatt Mie Efficiences (https://pymiescatt.readthedocs.io/en/latest/forward.html)\n", "\n", "For more details, see Mullens 2024 (https://ui.adsabs.harvard.edu/abs/2024ApJ...977..105M/abstract). (For more details on refractive index files, see aerosol_database_readme.txt, https://poseidon-retrievals.readthedocs.io/en/latest/_static/Aerosol-Database-Readme.txt)" ] }, { "cell_type": "markdown", "id": "14605fc0", "metadata": {}, "source": [ "## POSEIDON Aerosol Database(s)" ] }, { "cell_type": "markdown", "id": "8f7e6667", "metadata": {}, "source": [ "POSEIDON comes with four precomputed aerosol databases: \n", "\n", "1. The normal aerosol database (aerosol_database.hdf5)\n", "- This precomputed database is included with an install of POSEIDON (as of V1.2)\n", "- With V1.3.1., you will need to redownload the new database, which has been updated to include more accurate scattering properties \n", "\n", "2. The directional aerosol database (aerosol_directional_database.hdf5) (optional, see aerosol_directionality.ipynb)\n", "\n", "3. The SiO2 aerosol database (with lognormal width as a free parameter, SiO2_free_logwidth_database.hdf5) (optional, see advanced below)\n", "\n", "4. A diamond aerosol database (optional)\n", "\n", "All aerosol databases are detailed in: https://poseidon-retrievals.readthedocs.io/en/latest/content/opacity_database.html#aerosol-database" ] }, { "cell_type": "markdown", "id": "87ccfba8", "metadata": {}, "source": [ "POSEIDON v1.2 and onwards comes with a precomputed aerosol database. \n", "\n", "Using the tutorial below, you can add your own aerosols to the database by precomputing their optical properties. After generating the optical properties, you can regenerate the database by: \n", "\n", "1. Putting all relevant jumbo_Mie.npy files in the aerosol_Mie_properties folder in the inputs/opacity folder (all precomputed jumbo files are available on google drive: ADD LINK HERE, otherwise the tutorial below details how to generated your own jumbo_Mie files)\n", "2. Running the following code below\n", "\n", "All jumbo files in the normal aerosol database assume a lognormal distribtion with a logwidth of 0.5. To change this assumption, see the advanced section below. " ] }, { "cell_type": "markdown", "id": "0aa45ff5", "metadata": {}, "source": [ "
\n", "\n", " **Warning:**\n", "\n", " Do not run the following cell unless you want to remake the aerosol_database.hdf5 file. If you want to keep the originally installed file, you will need to move or rename the file first so that its not overwritten. \n", "\n", " We have commented out the line that runs the code, to avoid unwanted deleting of the hdf5 file. \n", "\n", "
" ] }, { "cell_type": "code", "execution_count": null, "id": "90b104fe", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.clouds import make_aerosol_database\n", "\n", "# make_aerosol_database()" ] }, { "attachments": {}, "cell_type": "markdown", "id": "bde9e1f1", "metadata": {}, "source": [ "### Querying the Aerosol Database " ] }, { "attachments": {}, "cell_type": "markdown", "id": "1a529936", "metadata": {}, "source": [ "Lets check the available species in the database." ] }, { "cell_type": "code", "execution_count": 1, "id": "72acbfc5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['ADP' 'Al2O3' 'Al2O3_KH' 'C' 'CH4_liquid' 'CH4_solid' 'CaTiO3'\n", " 'CaTiO3_KH' 'Cr' 'ExoHaze_1000xSolar_300K' 'ExoHaze_1000xSolar_400K' 'Fe'\n", " 'Fe2O3' 'Fe2SiO4_KH' 'FeO' 'FeS' 'FeSiO3' 'H2O' 'H2O_ice' 'H2SO4'\n", " 'Hexene' 'Hibonite' 'IceTholin' 'KCl' 'Mg2SiO4_amorph_sol_gel'\n", " 'Mg2SiO4_amorph' 'Mg2SiO4_Fe_poor' 'Mg2SiO4_Fe_rich'\n", " 'Mg2SiO4_crystalline' 'Mg4Fe6SiO3_amorph_glass' 'Mg5Fe5SiO3_amorph_glass'\n", " 'Mg8Fe12SiO4_amorph_glass' 'Mg8Fe2SiO3_amorph_glass' 'MgAl2O4'\n", " 'MgFeSiO4_amorph_glass' 'MgO' 'MgSiO3_amorph' 'MgSiO3_crystalline'\n", " 'MgSiO3' 'MgSiO3_amorph_glass' 'MgSiO3_sol_gel' 'MnS' 'MnS_KH' 'MnS_Mor'\n", " 'Na2S' 'NaCl' 'NanoDiamonds' 'NH3' 'NH4SH' 'S8' 'Saturn-Phosphorus-Haze'\n", " 'SiC' 'SiO' 'SiO2' 'SiO2_amorph' 'SiO2_crystalline_2023'\n", " 'SiO2_alpha_palik' 'SiO2_glass_palik' 'Soot' 'Soot_6mm' 'Tholin'\n", " 'Tholin-CO-0625' 'Tholin-CO-1' 'TiC' 'TiO2_anatase' 'TiO2_rutile' 'VO'\n", " 'ZnS']\n" ] } ], "source": [ "from POSEIDON.supported_chemicals import aerosol_supported_species\n", "\n", "print(aerosol_supported_species)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "fad7c67a", "metadata": {}, "source": [ "Lets query the normal aerosol database directly." ] }, { "cell_type": "code", "execution_count": 2, "id": "860dbc4e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in database for aerosol cross sections...\n" ] } ], "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", "\n", "species = 'MgSiO3'\n", "\n", "# Intialize wavelength grid\n", "wl_min = 0.2 # Minimum wavelength (um)\n", "wl_max = 30 # 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", "aerosol_grid = load_aerosol_grid([species])\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], [species],)\n", "\n", "# Lets load in the extinction cross section, asymmetry parameter, and single scattering albedo \n", "eff_ext = sigma_Mie_interp_array[species]['eff_ext']\n", "eff_w = sigma_Mie_interp_array[species]['eff_w']\n", "eff_g = sigma_Mie_interp_array[species]['eff_g']" ] }, { "attachments": {}, "cell_type": "markdown", "id": "c8dff7e2", "metadata": {}, "source": [ "We will plot the effective extinction cross section, single scattering albedo, and asymmetry parameter. \n", "\n", "Note that while the aerosol grid also includes the absorption cross section, the scattering scross section, and the back scattering cross section, only the three parameters listed above are used in POSEIDON's radiative transfer calculations. \n", "\n", "The effective extinction cross section is the total loss of photons due to scattering and absorption processes.\n", "\n", "The single scattering albedo ($\\omega$) describes how 'forward-scattering' an aerosol is. 0 = Rayleigh limit (isotropic scattering) vs 1 = Forward Scattering. \n", "\n", "The asymmetry parameter ($g$) describes if an aerosol acts primarily as an absorber or a scatterer (0 = completely absorbs, 1 = completely scatters). This parameter can go negative, which means that its 'adding' photos back into the beam. \n", "\n", "$\\omega$ and $g$ are used in emission geometries where multiple and forwarding scattering processes are important to consider. " ] }, { "cell_type": "code", "execution_count": 3, "id": "2cb573d4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "label = 'r_m (um) : ' + str(r_m)\n", "title = species + ' Aerosol Cross Section'\n", "\n", "plt.plot(wl,eff_ext, label = label)\n", "plt.legend()\n", "plt.title(title)\n", "plt.xlabel('Wavelengths (um)')\n", "plt.ylabel('$\\sigma_{eff,ext}$')\n", "plt.show()\n", "\n", "title = species + ' Single Scattering Albedo ($\\omega$)'\n", "plt.plot(wl,eff_w, label = label)\n", "plt.legend()\n", "plt.title(title)\n", "plt.xlabel('Wavelengths (um)')\n", "plt.ylabel('SSA')\n", "plt.show()\n", "\n", "\n", "title =species + ' Asymmetry Parameter (g)'\n", "plt.plot(wl,eff_g, label = label)\n", "plt.legend()\n", "plt.title(title)\n", "plt.xlabel('Wavelengths (um)')\n", "plt.ylabel('g')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "9a79a9bd", "metadata": {}, "source": [ "There also exists a funciton to plot out a 'snapshot' of aerosol properties for an aerosol in the database. " ] }, { "cell_type": "code", "execution_count": 4, "id": "04167372", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "MgSiO3\n", "Reading in database for aerosol cross sections...\n", "Loading in : ../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/File_names_corresponding_to_name_in_supported_species/MgSiO3.txt\n", "Loading in : ../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/File_names_corresponding_to_name_in_supported_species/MgSiO3.txt\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import database_properties_plot\n", "\n", "# All the refractive index txt files with names corresponding to their name in supported_species.py are\n", "# found in /refractive_indices_txt_files/File_names_corrsponding_to_name_in_supported_species/\n", "\n", "file_name = '../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/File_names_corresponding_to_name_in_supported_species/MgSiO3.txt'\n", "\n", "database_properties_plot(file_name)" ] }, { "attachments": {}, "cell_type": "markdown", "id": "34c2ec1c", "metadata": {}, "source": [ "## Adding an Aerosol to the Database\n", "\n", "This option is recommended if retrievals will be run using some aerosol lab data. \n", "\n", "POSEIDON has two options for precomputing cross sections for one aerosol:\n", "1. LX-MIE algorithm \n", "2. miepython algorithm \n", "\n", "The LX-MIE algorithm is hard coded into POSEIDON, and therefore does not require an external installation. However, it is not parallelised and therefore can be slow. \n", "\n", "The miepython algorithm requires an installation of miepython V2.5.5. With a fresh install of POSEIDON V1.3.1 the conda environment will include miepython V2.5.5. Our implementation of miepython is parallelised and can be run on multiple cores. \n", "\n", "Before precomputing the aerosol properties, you can compare computed the cross sections between the two algorithms using the following code: " ] }, { "cell_type": "code", "execution_count": 5, "id": "3df9ff60", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading in : ../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/H2O_complex.txt\n" ] }, { "data": { "text/plain": [ "[]" ] }, "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.clouds import precompute_cross_sections_from_indices_miepython, precompute_cross_sections_from_indices_LXMIE\n", "from POSEIDON.clouds import load_refractive_indices_from_file\n", "from POSEIDON.core import wl_grid_constant_R\n", "import numpy as np\n", "\n", "# Initialise wavelength grid\n", "wl_min = 0.2 # Minimum wavelength (um)\n", "wl_max = 13.0 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid (R = wl/dwl)\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "# Wavelength grid that Mie properties will be computed on \n", "wl_Mie = wl_grid_constant_R(wl[0], wl[-1], 1000)\n", "\n", "# Preload the refractive indices from the file \n", "refractive_index_path = '../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/'\n", "file_name = refractive_index_path + 'H2O_complex.txt'\n", "\n", "r_i_real, r_i_complex = load_refractive_indices_from_file(wl, file_name) # <---- Load in the real and imaginary indices\n", "\n", "# Lets look at a mean particle radius of 1e-2 microns\n", "r_m = 1e-2\n", "\n", "# Precompute the cross sections\n", "eff_ext_cross_section_mp, eff_scat_cross_section_mp, eff_abs_cross_section_mp, eff_back_cross_section_mp, eff_w_mp, eff_g_mp = precompute_cross_sections_from_indices_miepython(wl,r_i_real,r_i_complex, r_m)\n", "eff_ext_cross_section_lx, eff_scat_cross_section_lx, eff_abs_cross_section_lx, eff_back_cross_section_lx, eff_w_lx, eff_g_lx = precompute_cross_sections_from_indices_LXMIE(wl,r_i_real,r_i_complex, r_m)\n", "\n", "# Lets plot the differences between the two algorithms \n", "import matplotlib.pyplot as plt \n", "\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(16, 9*2)) \n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " A\n", " A\n", " B\n", " C\n", " C\n", " D\n", " E\n", " E\n", " F\n", " \"\"\"\n", ")\n", "\n", "axd['A'].plot(wl_Mie, np.log10(eff_ext_cross_section_mp), label = 'miepython', lw = 6)\n", "axd['A'].plot(wl_Mie, np.log10(eff_ext_cross_section_lx), label = 'LX MIE', lw = 4)\n", "axd['A'].set_ylabel('Log10 $\\sigma_{\\mathrm{ext,eff}}$')\n", "axd['A'].set_xticklabels([])\n", "axd['A'].legend()\n", "\n", "axd['B'].plot(wl_Mie, np.abs(eff_ext_cross_section_mp-eff_ext_cross_section_lx))\n", "axd['B'].set_ylabel('$\\Delta$')\n", "axd['B'].set_xticklabels([])\n", "\n", "axd['C'].plot(wl_Mie, eff_w_mp, label = 'miepython', lw = 6)\n", "axd['C'].plot(wl_Mie, eff_w_lx, label = 'LX MIE', lw = 4)\n", "axd['C'].set_ylabel('$\\omega$')\n", "axd['C'].set_xticklabels([])\n", "axd['C'].legend()\n", "\n", "axd['D'].plot(wl_Mie, np.abs(eff_w_mp-eff_w_lx))\n", "axd['D'].set_ylabel('$\\Delta$')\n", "axd['D'].set_xticklabels([])\n", "\n", "axd['E'].plot(wl_Mie, eff_g_mp, label = 'miepython', lw = 6)\n", "axd['E'].plot(wl_Mie, eff_g_lx, label = 'LX MIE', lw = 4)\n", "axd['E'].set_ylabel('$g$')\n", "axd['E'].set_xticklabels([])\n", "axd['E'].legend()\n", "\n", "axd['F'].plot(wl_Mie, np.abs(eff_g_mp-eff_g_lx))\n", "axd['F'].set_ylabel('$\\Delta$')\n", "axd['F'].set_xlabel('Wavelength (μm)')\n", "\n", "plt.suptitle('LXMIE vs miepython')\n", "plt.plot()" ] }, { "cell_type": "markdown", "id": "592ed44a", "metadata": {}, "source": [ "To add your own refractive index lab data to the database for personal use, run one of the following codes below \n", "\n", "We reccomend writing a .py script and running this command alone in a terminal.\n", "\n", "Ensure that the refractive index txt have the two first lines being a header, or that the headers are commented out with '#'.\n", "\n", "The first column being wavelengths (um), second column being the real indices, and the third column being the imaginary indices.\n", "\n", "If your lab data is in wavenumber, make sure to convert using wavelength (um) = 1e4/wavenumber (cm-1)\n", "\n", "The jumbo_Mie.npy file will be saved in the /inputs/opacity/aerosol_Mie_properties folder\n", "\n", "If you want all auxiliary files (ext_abs, ext_scat, ext_back, ext_g, and ext_w) saved in /inputs/opacity/precomputed_Mie_properties folder, set saveall = True\n", "\n", "To add your aerosol to the database, place all the jumbo_Mie .npy files you want in the database in the /inputs/opacity/aerosol_Mie_properties folder and rerun make_aerosol_database().\n", "\n", "Make sure to update supported_chemicals.py" ] }, { "cell_type": "markdown", "id": "2bb4419f", "metadata": {}, "source": [ "1. miepython algorithm (reccomended)\n", "\n", "It is possible to run the miepython on multiple cores. Make sure to run it in a py script if you change the number_cores argument below. \n", "\n", "The rest of the optional arguments below listed are the default settings (particle sizes from 1e-3 to 10 um are computed with a lognormal distribution with a log width of 0.5, only the jumbo_Mie.npy file is saved in the aerosol_Mie_properties folder)" ] }, { "cell_type": "code", "execution_count": null, "id": "1e4b30cd", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.clouds import precompute_cross_sections_one_aerosol_miepython\n", "\n", "# Preload the refractive indices from the file \n", "refractive_index_path = '../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/'\n", "file_name = refractive_index_path + 'H2O_complex.txt'\n", "\n", "# Precompute the cross ssections\n", "precompute_cross_sections_one_aerosol_miepython(file_name, 'H2O',\n", " log_r_m_std_dev = 0.5,\n", " number_cores = 1,\n", " log_r_m_min = -3,\n", " log_r_m_max = 1,\n", " saveall = False)" ] }, { "cell_type": "markdown", "id": "b0678cb5", "metadata": {}, "source": [ "2. LX-Mie algorithm\n", "\n", "It is not possible to run this on multiple cores. \n", "\n", "As above, this function assumes the default settings (particle sizes from 1e-3 to 10 um are computed with a lognormal distribution with a log width of 0.5, only the jumbo_Mie.npy file is saved in the aerosol_Mie_properties folder)" ] }, { "cell_type": "code", "execution_count": null, "id": "2e5ff942", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.clouds import precompute_cross_sections_one_aerosol_LXMIE\n", "\n", "# Preload the refractive indices from the file \n", "refractive_index_path = '../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/'\n", "file_name = refractive_index_path + 'H2O_complex.txt'\n", "\n", "# Takes in the file name with the path to it, and the name you want the aerosol to have in the database\n", "precompute_cross_sections_one_aerosol_LXMIE(file_name, 'H2O', saveall = False)" ] }, { "cell_type": "markdown", "id": "1cd6e832", "metadata": {}, "source": [ "Here are a few good resources for finding refractive indices: \n", "\n", "Database of Optical Constants for Cosmic Dust (DOCCD) (https://www.astro.uni-jena.de/Laboratory/OCDB/index.html)\n", "\n", "The Cosmic Ice Laboratory (https://science.gsfc.nasa.gov/691/cosmicice/constants.html)\n", "\n", "The Optical Constants Database (https://ocdb.smce.nasa.gov/#:~:text=The%20Optical%20Constants%20database%20(OCdb,and%20interpretation%20of%20observational%20data)\n", "\n", "Handbook of Optical Constants of Solids (textbook by Edward D. Palik)\n", "\n", "Kitzmann & Heng (2018) (https://github.com/NewStrangeWorlds/LX-MIE/tree/master/compilation)\n", "\n", "gCMCRT (https://github.com/ELeeAstro/gCMCRT/tree/main/data/nk_tables)\n", "\n", "optool (https://github.com/cdominik/optool/tree/master/lnk_data)\n", "\n", "POSEIDON (https://github.com/MartianColonist/POSEIDON/tree/Elijah_V12/refractive_indices_txt_files/Misc)" ] }, { "cell_type": "markdown", "id": "ebf5ea05", "metadata": {}, "source": [ "## Changing Aerosol Assumptions (Advanced)\n", "\n", "1. Changing the particle size distribution width\n", "2. Changing the min and max particle sizes claculated\n", "\n", "In this section, we will look at how to change some assumptions that are 'baked' into POSEIDON when precomputing aerosol properties. " ] }, { "cell_type": "markdown", "id": "e596506f", "metadata": {}, "source": [ "### 1. Changing Particle Size Distribution \n", "\n", "Currrently, POSEIDON assumes a log-normal particle size distribution with a width of 0.5, where the individual points on the plot below represent the sides that are integrated over. " ] }, { "cell_type": "code", "execution_count": 11, "id": "259b85dd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import plot_lognormal_distribution\n", "\n", "plot_lognormal_distribution()" ] }, { "cell_type": "markdown", "id": "e1eca475", "metadata": {}, "source": [ "However, one might want to explore a different width of the distribution (i.e. to 1 or 0.1 instead of 0.5)." ] }, { "cell_type": "code", "execution_count": 12, "id": "dd5995a4", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import plot_lognormal_distribution\n", "\n", "plot_lognormal_distribution(r_m_std_dev = 1)" ] }, { "cell_type": "code", "execution_count": 13, "id": "b930b116", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import plot_lognormal_distribution\n", "\n", "plot_lognormal_distribution(r_m_std_dev = 0.1)" ] }, { "cell_type": "markdown", "id": "c00b9e25", "metadata": {}, "source": [ "There are to ways to compute different log width distributions. \n", "\n", "Note that the jumbo npy file will save with the assumed logwidth distribution in the name. \n", "\n", "WARNING: Mie algorithms not optimized for large particle sizes, and therefore larger particle size distributions will take substantially longer to precompute. " ] }, { "cell_type": "markdown", "id": "a28b1e4b", "metadata": {}, "source": [ "1. miepython algorithm (reccomended)" ] }, { "cell_type": "code", "execution_count": null, "id": "32e2c73d", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.clouds import precompute_cross_sections_one_aerosol_miepython\n", "\n", "# Preload the refractive indices from the file \n", "refractive_index_path = '../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/'\n", "file_name = refractive_index_path + 'H2O_complex.txt'\n", "\n", "# Precompute the cross ssections\n", "precompute_cross_sections_one_aerosol_miepython(file_name, 'H2O',\n", " log_r_m_std_dev = 1.0, #<----- Change log_r_m_std_dev\n", " number_cores = 1,\n", " log_r_m_min = -3,\n", " log_r_m_max = 1,\n", " saveall = False)" ] }, { "cell_type": "markdown", "id": "042a663c", "metadata": {}, "source": [ "2. LX-MIE algorithm " ] }, { "cell_type": "code", "execution_count": null, "id": "381c75ab", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.clouds import precompute_cross_sections_one_aerosol_custom_LXMIE\n", "\n", "precompute_cross_sections_one_aerosol_custom_LXMIE(file_name, 'H2O',\n", " log_r_m_std_dev = 1.0, #<----- Change log_r_m_std_dev\n", " log_r_m_min = -3,\n", " log_r_m_max = 1,\n", " saveall = False)" ] }, { "cell_type": "markdown", "id": "bd4fb108", "metadata": {}, "source": [ "As of POSEIDON 1.3.1., you can have the lognormal distribution be a free parameter in forward models and retrievals. \n", "\n", "We have included this option for only one aerosol, SiO2.\n", "\n", "Before running the following cells, make sure you have downloaded the 'SiO2_free_logwidth_database.hdf5' file and placed in inputs/opacity folder.\n", "\n", "We will first show how this aerosol_database works, as well as use it in a quick forward model. \n", "\n", "Then we will show how to make your own. \n" ] }, { "cell_type": "code", "execution_count": 6, "id": "486c8941", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Aerosols where log_r_m_std_dev can be a free parameter:\n", "['SiO2']\n", "\n", "Log r_m_std_dev precomputed:\n", "[0.01 0.04040816 0.07081633 0.10122449 0.13163265 0.16204082\n", " 0.19244898 0.22285714 0.25326531 0.28367347 0.31408163 0.3444898\n", " 0.37489796 0.40530612 0.43571429 0.46612245 0.5 0.52693878\n", " 0.55734694 0.5877551 0.61816327 0.64857143 0.67897959 0.70938776\n", " 0.73979592 0.77020408 0.80061224 0.83102041 0.86142857 0.89183673\n", " 0.9222449 0.95265306 0.98306122 1.01346939 1.04387755 1.07428571\n", " 1.10469388 1.13510204 1.1655102 1.19591837 1.22632653 1.25673469\n", " 1.28714286 1.31755102 1.34795918 1.37836735 1.40877551 1.43918367]\n" ] } ], "source": [ "from POSEIDON.supported_chemicals import aerosols_lognormal_logwidth_free\n", "\n", "print('Aerosols where log_r_m_std_dev can be a free parameter:')\n", "print(aerosols_lognormal_logwidth_free)\n", "\n", "# The precomputed database has the following log_r_m_std_dev's precomputed \n", "# Goes from log_r_m_std_dev = 0.01 to 1.43\n", "log_r_m_std_dev_array = np.linspace(0.01,1.5,50)\n", "log_r_m_std_dev_array[16] = 0.5\n", "log_r_m_std_dev_array = log_r_m_std_dev_array[:-2]\n", "\n", "print()\n", "print('Log r_m_std_dev precomputed:')\n", "print(log_r_m_std_dev_array)" ] }, { "cell_type": "code", "execution_count": 4, "id": "824191e2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in database for aerosol cross sections...\n" ] } ], "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']\n", "\n", "# Intialize wavelength grid\n", "wl_min = 0.2 # Minimum wavelength (um)\n", "wl_max = 30 # 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 = 'SiO2_free_logwidth'\n", "aerosol_grid = load_aerosol_grid(species, grid = grid_name,\n", " lognormal_logwith_free = True)\n", "\n", "# Test 0.01 um as the mean particle radii\n", "r_m = [0.01]\n", "\n", "# This function loads in the grid \n", "sigma_Mie_interp_array_01 = interpolate_sigma_Mie_grid(aerosol_grid, wl, r_m, species,\n", " lognormal_logwith_free = True,\n", " log_r_m_std_dev = 0.1)\n", "\n", "sigma_Mie_interp_array_05 = interpolate_sigma_Mie_grid(aerosol_grid, wl, r_m, species,\n", " lognormal_logwith_free = True,\n", " log_r_m_std_dev = 0.5)\n", "\n", "sigma_Mie_interp_array_1 = interpolate_sigma_Mie_grid(aerosol_grid, wl, r_m, species,\n", " lognormal_logwith_free = True,\n", " log_r_m_std_dev = 1.0)\n", "\n", "# Lets load in the cross sections of each distribution\n", "eff_ext_SiO2_01 = sigma_Mie_interp_array_01['SiO2']['eff_ext']\n", "eff_ext_SiO2_05 = sigma_Mie_interp_array_05['SiO2']['eff_ext']\n", "eff_ext_SiO2_1 = sigma_Mie_interp_array_1['SiO2']['eff_ext']" ] }, { "cell_type": "code", "execution_count": 5, "id": "d1949751", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "title = 'SiO2 Aerosol Cross Section'\n", "\n", "plt.plot(wl,np.log10(eff_ext_SiO2_1), label = '$\\sigma_r$ = 1')\n", "plt.plot(wl,np.log10(eff_ext_SiO2_05), label = '$\\sigma_r$ = 0.5')\n", "plt.plot(wl,np.log10(eff_ext_SiO2_01), label = '$\\sigma_r$ = 0.1')\n", "plt.legend()\n", "plt.title(title)\n", "plt.xlabel('Wavelengths (um)')\n", "plt.ylabel('log$_{10}$ ($\\sigma_{ext}$)')\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "748f0bf2", "metadata": {}, "source": [ "You can use a free logwidth in forward models and retrievals as well: " ] }, { "cell_type": "code", "execution_count": 6, "id": "4dcf506c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['R_p_ref' 'T' 'log_H2O' 'log_P_top_slab_SiO2' 'Delta_log_P_SiO2'\n", " 'log_r_m_SiO2' 'log_X_SiO2' 'log_rm_std_dev_SiO2']\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", "#***** Model wavelength grid *****#\n", "\n", "wl_min = 0.2 # Minimum wavelength (um) 0.55\n", "wl_max = 13 # Maximum wavelength (um) 3.00\n", "R = 10000 # 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", "#***** Specify data location and instruments *****#\n", "\n", "stellar_contam = None\n", "\n", "#***** Define model *****#\n", "\n", "model_name = 'SiO2_logwidth_free'\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O']\n", "\n", "aerosol_species = ['SiO2']\n", "model_logwidth_free = define_model(model_name, bulk_species, param_species, \n", " PT_profile = 'isotherm',\n", " cloud_model = 'Mie', cloud_type = 'slab',\n", " aerosol_species = aerosol_species,\n", " lognormal_logwidth_free = True #<----- set lognormal_logwidth_free to True \n", " )\n", "\n", "print(model_logwidth_free['param_names'])" ] }, { "cell_type": "code", "execution_count": 7, "id": "5ba638c2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "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" ] } ], "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 = 1200 # Same as prior range for T\n", "T_fine_max = 1300 # Same as prior range for T\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", "opac = read_opacities(model_logwidth_free, wl, opacity_treatment, T_fine, log_P_fine)" ] }, { "cell_type": "code", "execution_count": 8, "id": "90bb9e3b", "metadata": {}, "outputs": [], "source": [ "R_p_ref = 1.69 * R_J\n", "T = 1271.9\n", "log_H2O = -2.96 \n", "log_P_top_slab_SiO2 = -6.60\n", "Delta_log_P_SiO2 = 1.96 \n", "log_r_m_SiO2 = -1.85\n", "log_X_SiO2 = -11.23" ] }, { "cell_type": "code", "execution_count": 9, "id": "dfe1a299", "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", "log_r_m_std_dev_SiO2 = 0.01\n", "\n", "cloud_params = np.array([log_P_top_slab_SiO2, Delta_log_P_SiO2, log_r_m_SiO2, log_X_SiO2, log_r_m_std_dev_SiO2])\n", "\n", "atmosphere_logwidth_001 = make_atmosphere(planet, model_logwidth_free, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)\n", "\n", "log_r_m_std_dev_SiO2 = 0.5\n", "\n", "cloud_params = np.array([log_P_top_slab_SiO2, Delta_log_P_SiO2, log_r_m_SiO2, log_X_SiO2, log_r_m_std_dev_SiO2])\n", "\n", "atmosphere_logwidth_05 = make_atmosphere(planet, model_logwidth_free, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)\n", "\n", "log_r_m_std_dev_SiO2 = 0.7\n", "\n", "cloud_params = np.array([log_P_top_slab_SiO2, Delta_log_P_SiO2, log_r_m_SiO2, log_X_SiO2, log_r_m_std_dev_SiO2])\n", "\n", "atmosphere_logwidth_07 = make_atmosphere(planet, model_logwidth_free, P, P_ref, R_p_ref, PT_params, log_X_params, cloud_params)" ] }, { "cell_type": "code", "execution_count": 10, "id": "52183a68", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import compute_spectrum\n", "\n", "# Generate our transmission spectra\n", "\n", "spectrum_logwidth_001 = compute_spectrum(planet, star, model_logwidth_free, atmosphere_logwidth_001, opac, wl,\n", " spectrum_type = 'transmission')\n", "\n", "spectrum_logwidth_05 = compute_spectrum(planet, star, model_logwidth_free, atmosphere_logwidth_05, opac, wl,\n", " spectrum_type = 'transmission')\n", "\n", "spectrum_logwidth_07 = compute_spectrum(planet, star, model_logwidth_free, atmosphere_logwidth_07, opac, wl,\n", " spectrum_type = 'transmission')" ] }, { "cell_type": "code", "execution_count": 11, "id": "522a81a9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_spectra\n", "from POSEIDON.utility import plot_collection\n", "\n", "spectra = []\n", "spectra = plot_collection(spectrum_logwidth_001, wl, collection = spectra)\n", "spectra = plot_collection(spectrum_logwidth_05, wl, collection = spectra)\n", "spectra = plot_collection(spectrum_logwidth_07, wl, collection = spectra)\n", "\n", "fig = plot_spectra(spectra, planet,\n", " plt_label ='Lognormal Logwidth Free',\n", " plot_full_res = False, R_to_bin = 100, \n", " figure_shape = 'wide',\n", " spectra_labels = ['Smallest (log_r_m_std_dev = 0.01)','Nominal Model (default, log_r_m_std_dev = 0.5)', 'Slightly Larger Width Model (log_r_m_std_dev = 0.7)', ],\n", " colour_list = ['limegreen','black', 'blue'],\n", " wl_axis = 'linear',\n", " )" ] }, { "cell_type": "markdown", "id": "4b9242d1", "metadata": {}, "source": [ "If you wish for another species to have log_r_m_std_dev to be a free variable, follow these following steps (apologies this isn't more streamlined, feel free to reach out to Elijah Mullens with any questions): \n", "\n", "1. Loop over the precompute function with log_r_m_std_dev equal to each point in the array defined above: \n", "\n", "log_r_m_std_dev_array = np.linspace(0.01,1.5,50)\n", "\n", "log_r_m_std_dev_array[16] = 0.5\n", "\n", "log_r_m_std_dev_array = log_r_m_std_dev_array[:-2]\n", "\n", "NOTE: This is the log_r_m_std_dev array that POSEIDON assumes in load_aerosol_grid() by default.\n", "\n", "2. Run make_database() with only the jumbo.npy files generated from part 1\n", "\n", "3. Rename the resultant hdf5 'aerosol name' + '_free_logwidth_database.hdf5'.\n", "\n", "4. In supported_chemicals.py, add the aerosol name to the list 'aerosols_lognormal_logwidth_free'" ] }, { "cell_type": "markdown", "id": "47164a8b", "metadata": {}, "source": [ "### 2. Changing mean radii computed \n", "\n", "The assumed min and max radius is 1e-3 and 10 um, respectively. If one wishes, they can precomputed radii beyond that range utilizing the same functions as above\n", "\n", "However, the current make_aersosol_database() function does assume that r_m ranges from 1e-3 to 10 um. If a user wishes to define their own grid bounds and use it in retrievals, feel free to reach out to the developers for more information.\n", "\n", "But the way you would do it is: \n", "\n", "1. Change the r_m_array in make_aerosol_database() in clouds.py (or just make a new function from that one)\n", "2. Make new database with new name \n", "3. In define_model() in core.py, add an optional argument where you can change which grid is loaded in \n", "4. Still in core.py, find where the aerosol grid is loaded in and make a few fancy if statements depending on the optional argument\n", "5. Go to load_aerosol_grid() in clouds.py and edit so it knows how and where to open your new grid" ] }, { "cell_type": "code", "execution_count": null, "id": "7ded6968", "metadata": {}, "outputs": [], "source": [ "from POSEIDON.clouds import precompute_cross_sections_one_aerosol_custom_LXMIE, precompute_cross_sections_from_indices_miepython\n", "\n", "# Preload the refractive indices from the file \n", "refractive_index_path = '../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/'\n", "file_name = refractive_index_path + 'H2O_complex.txt'\n", "\n", "precompute_cross_sections_one_aerosol_custom_LXMIE(file_name, 'H2O_1e-4_100um',\n", " log_r_m_std_dev = 0.5, \n", " log_r_m_min = -4, #<----- Change log_r_m_min\n", " log_r_m_max = 2, #<----- Change log_r_m_max\n", " saveall = False)\n", "\n", "\n", "## or ##\n", "\n", "\n", "precompute_cross_sections_one_aerosol_miepython(file_name, 'H2O',\n", " log_r_m_std_dev = 0.5, \n", " number_cores = 1, \n", " log_r_m_min = -4, #<----- Change log_r_m_min\n", " log_r_m_max = 2, #<----- Change log_r_m_max\n", " saveall = False)" ] }, { "cell_type": "markdown", "id": "720895a4", "metadata": {}, "source": [ "We can take a look at what smaller and larger particle sizes look like by using this helper function " ] }, { "cell_type": "code", "execution_count": 13, "id": "60d73ecf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Loading in : ../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/H2O_complex.txt\n" ] }, { "data": { "text/plain": [ "Text(0.5, 0, 'Wavelength (μm)')" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.clouds import precompute_cross_sections_from_indices_miepython, precompute_cross_sections_from_indices_LXMIE\n", "from POSEIDON.clouds import load_refractive_indices_from_file\n", "from POSEIDON.core import wl_grid_constant_R\n", "import numpy as np\n", "\n", "# Initialise wavelength grid\n", "wl_min = 0.2 # Minimum wavelength (um)\n", "wl_max = 13.0 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid (R = wl/dwl)\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "# Wavelength grid that Mie properties will be computed on \n", "wl_Mie = wl_grid_constant_R(wl[0], wl[-1], 1000)\n", "\n", "# Preload the refractive indices from the file \n", "refractive_index_path = '../../../POSEIDON/reference_data/refractive_indices_txt_files/aerosol_database/WS15/'\n", "file_name = refractive_index_path + 'H2O_complex.txt'\n", "\n", "r_i_real, r_i_complex = load_refractive_indices_from_file(wl, file_name) # <---- Load in the real and imaginary indices\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*2)) \n", "\n", "# Create layout\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " A\n", " B\n", " C\n", " \"\"\"\n", ")\n", "\n", "r_m_array = [1e-5, 1e-4, 1e-3, 1e-2, 1e-1, 1, 10, 100]\n", "\n", "for r_m in r_m_array:\n", "\n", " eff_ext_cross_section_mp, _, _, _, eff_w_mp, eff_g_mp = precompute_cross_sections_from_indices_miepython(wl,r_i_real,r_i_complex, r_m)\n", "\n", " axd['A'].plot(wl_Mie, np.log10(eff_ext_cross_section_mp), label = str(r_m))\n", " axd['B'].plot(wl_Mie, eff_w_mp, label = str(r_m))\n", " axd['C'].plot(wl_Mie, eff_g_mp, label = str(r_m))\n", "\n", "plt.suptitle('Smaller and Larger Mean Particle Radii')\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)')" ] } ], "metadata": { "kernelspec": { "display_name": "POSEIDON_python_3.11", "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": 5 }