{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Emission Spectra Model Visuals\n", "\n", "Contribution visuals are an important tool for interpreting forward models and retrieved spectra. \n", "\n", "We differentiate here between two types of contribution visuals: (i) *spectral decomposition plots*, which highlight the impact of each chemical species on a spectrum; and (ii) *pressure contribution plots*, which highlight the atmospheric layers driving the formation of spectral features.\n", "\n", "In this notebook, we will take HD 189733 b as an example forward model and analyse:\n", "\n", "1. The spectral components of an emission spectrum in terms of brightness temperature.\n", "2. Where in the forward model atmosphere the spectrum forms.\n", "3. Which pressure regions are probed at different wavelengths.\n", "\n", "For the entirety of this notebook, we will assume some familiarity with the transmission spectra version of this notebook ([\\\"Transmission Spectra Model Visuals\\\"](transmission_contributions.html)).\n", "\n", "However, we stress that pressure contribution visuals tend to be more pertinent for emission spectra than transmission. This is because in emission, gas species can only impart spectral features where there is a thermal gradient (thermal inversions cause emission features, thermal decline cause absorption features) and therefore can probe specific regions of the atmosphere.\n", "\n", "\n", "
\n", "\n", " **Note:**\n", "\n", " If you end up using the spectral/pressure contribution functions to visualise your results in a publication, please don't forget to cite [Mullens et al. (2024)](https://ui.adsabs.harvard.edu/abs/2024ApJ...977..105M/abstract) where contribution functions were first developed for POSEIDON.\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First, let's define our wavelength, planet, star, model, and opac objects.\n", "\n", "All of these steps are the same as any forward model with POSEIDON." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.constants import R_Sun, R_J, M_J\n", "from POSEIDON.core import create_star, create_planet, define_model, \\\n", " wl_grid_constant_R, read_opacities\n", "import numpy as np\n", "\n", "#***** Model wavelength grid *****#\n", "\n", "wl_min = 0.4 # Minimum wavelength (um)\n", "wl_max = 12.0 # Maximum wavelength (um)\n", "R = 5000 # Spectral resolution of grid\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "#***** Define planet properties *****#\n", "\n", "planet_name = 'HD 189733b' # Planet name used for plots, output files etc.\n", "\n", "R_p = 1.13*R_J # Planetary radius (m)\n", "M_p = 1.129*M_J # Planetary mass (kg)\n", "\n", "# Create the planet object\n", "planet = create_planet(planet_name, R_p, mass = M_p)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#***** Define stellar properties *****#\n", "\n", "R_s = 0.751*R_Sun # Stellar radius (m)\n", "T_s = 5052 # Stellar effective temperature (K)\n", "Met_s = 0.13 # Stellar metallicity [log10(Fe/H_star / Fe/H_solar)] <--- note: for PHOENIX, only the solar metallicity models are used \n", "log_g_s = 4.58 # 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, wl = wl, stellar_grid = 'phoenix')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's define the planet with a simple chemical chemical inventory, consisting of $\\rm{H_2O}$ and $\\rm{CO_2}$ in a clear atmosphere." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "model_name_contribution_emission = 'Contribution-Emission'\n", "\n", "#***** Define model *****#\n", "\n", "bulk_species = ['H2', 'He']\n", "param_species = ['CO2','H2O'] # < --- For simplicity, just two species \n", "\n", "# Create the model object\n", "model_contribution_emission = define_model(model_name_contribution_emission,\n", " bulk_species, param_species, \n", " PT_profile = 'Guillot_dayside', # < --- A non-isothermal PT profile for emission\n", " thermal = True, thermal_scattering = False\n", " ) " ] }, { "cell_type": "code", "execution_count": 5, "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", "CO2-H2 done\n", "CO2-CO2 done\n", "CO2 done\n", "H2O done\n", "Opacity pre-interpolation complete.\n" ] } ], "source": [ "#***** Read opacity data *****#\n", "\n", "opacity_treatment = 'opacity_sampling'\n", "\n", "# Define fine temperature grid (K)\n", "T_fine_min = 100 # Same as prior range for T\n", "T_fine_max = 3000 # 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 # 100 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 = 1 \n", "\n", "# Now we can pre-interpolate the sampled opacities (may take up to a minute)\n", "opac = read_opacities(model_contribution_emission, wl, opacity_treatment, T_fine, log_P_fine)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's define our forward model atmosphere. Here I have pulled the retrieved values of an HD 189733 b emission retrieval performed and reported in Mullens et al 2024." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "\n", "R_p_ref = 1.12 * R_J\n", "\n", "log_kappa_IR = -4.83 \n", "log_gamma = -0.41 \n", "T_int = 262.8\n", "T_equ = 1158.0\n", "\n", "log_CO2 = -3.12\n", "log_H2O = -5.39\n", "\n", "PT_params = np.array([log_kappa_IR, log_gamma, T_int, T_equ])\n", "log_X_params = np.array([log_CO2, log_H2O])\n", "\n", "# Make atmosphere \n", "atmosphere_contribution_emission = make_atmosphere(planet, model_contribution_emission, \n", " P, P_ref, R_p_ref, PT_params, log_X_params)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's take a look at the resultant pressure-temperature profile " ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.visuals import plot_PT\n", "\n", "# Produce plots of atmospheric properties\n", "fig_PT = plot_PT(planet, model_contribution_emission, \n", " atmosphere_contribution_emission, log_P_max = 2.0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since for gas-phase species, absorption or emission features only form in portions of the atmosphere where there is a thermal gradient (here from 100 to 0.1 bars), we can already make some predictions that those pressures is where most of the spectral features will be forming.\n", "\n", "Before diving into the spectral contributions plots, let's just generate the forward model spectrum." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.core import compute_spectrum\n", "from POSEIDON.visuals import plot_spectra\n", "from POSEIDON.utility import plot_collection\n", "\n", "# Generate secondary eclipse spectra\n", "Fp_Fs = compute_spectrum(planet, star, model_contribution_emission, \n", " atmosphere_contribution_emission, opac, wl, \n", " spectrum_type = 'emission', save_spectrum = True)\n", "\n", "spectra = [] \n", "spectra = plot_collection(Fp_Fs, wl, collection = spectra)\n", "\n", "title = 'Secondary Eclipse Spectra'\n", "\n", "# Produce figure and save to file\n", "fig_spec = plot_spectra(spectra, planet, R_to_bin = 100, plot_full_res = False,\n", " y_unit = 'eclipse_depth',\n", " legend_location = 'upper right', wl_axis = 'log',\n", " colour_list = ['#ff7f00'],\n", " plt_label = title,\n", " figure_shape = 'wide',\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Without having to pull out a textbook of cross sections, let's figure out what is causing all the bumps and wriggles we are seeing." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spectral Decomposition \n", "\n", "The spectral contribution function (`spectral_contribution`) found in contributions.py helps visualize the spectral components of specific species and their contribution to the spectrum. \n", "\n", "This is the same as in the transmission tutorial, except we must now set the `spectrum_type` as emission." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.contributions import spectral_contribution, plot_spectral_contribution\n", "\n", "FpFs, FpFs_list_names, \\\n", "FpFs_contribution = spectral_contribution(planet, star, model_contribution_emission,\n", " atmosphere_contribution_emission, \n", " opac, wl,\n", " spectrum_type = 'emission', # < ---- Change spectrum type to emission!\n", " contribution_species_list = ['H2O', 'CO2'], # <---- List the gas phase species \n", " bulk_species = True, #< Bulk Species contribution (H2 + He)\n", " cloud_contribution = False,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To plot, use the `plot_spectral_contribution` function.\n", "\n", "This is the same as in transmission, except now we have the option to view either the emission spectrum, or to turn it to brightness temperature. \n", "\n", "In this unit, contributions can be bit easier to see for emission spectra. It also can signify which portion of the spectra is probing which region of the atmosphere (which part of the PT profile is producing the signal)\n", "\n", "Before viewing the contribution in brightness temperature, let's take a look at how it looks in standard eclipse units ($F_p / F_s$)." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plot_spectral_contribution(planet, wl, FpFs, FpFs_list_names, FpFs_contribution,\n", " line_width_list = [6,6,2,2],\n", " colour_list = ['black', 'gray', 'yellow','orange',],\n", " brightness_temperature = False,\n", " star = star, # <--- Include the star for emission\n", " y_unit = 'eclipse_depth', # <--- Remember the y_unit for emission spectra\n", " return_fig = True,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From above, we can see that $\\rm{CO_2}$ absorption dominates the spectrum (in that it is forming most of the absorption features) whereas the bulk species provides the black-body spectrum devoid of features. We will now look at this in brightness temperature.\n", "\n", "The formula for brightness temperature is just solving the Planck function (the blackbody formula) for temperature:\n", "\n", "$T_{bright}(\\lambda) = \\left(\\frac{hc}{k_b \\lambda}\\right) \\left(\\ln\\left[1 + \\frac{2 h c^2}{(F_{p, \\lambda}/\\pi) \\lambda^5}\\right] \\right)^{-1}$\n", "\n", "Brightness temperature is useful in that it amplifies features in the spectrum, and it also helps pin-point to the temperature in the atmosphere the spectrum is forming. A general rule of thumb is that the spectrum in longer wavelengths (mid-infrared) typically forms higher up (lower pressures) in the atmosphere whereas the shorter wavelengths form deeper (in hotter portions) of the atmosphere.\n", "\n", "We can flip the spectral contribution into brightness temperature by setting it to True in the function below. \n", "\n", "DISCLAIMER: The following function will change FpFs and FpFs_contribution to brightness temperature permanently. To revert back to FpFs, rerun the two cells before this one." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "fig_combined = plt.figure(constrained_layout=True, figsize=(9, 5.5)) # Change (9,5.5) to alter the aspect ratio\n", "\n", "# This function is the magic. Each letter corresponds to one matplotlib axis, which you can then pass to POSEIDON's plotting functions\n", "axd = fig_combined.subplot_mosaic(\n", " \"\"\"\n", " AAAA\n", " AAAA\n", " \"\"\"\n", ")\n", "\n", "fig = plot_spectral_contribution(planet, wl, FpFs, FpFs_list_names, FpFs_contribution,\n", " return_fig = True,\n", " line_width_list = [6,6,2,2],\n", " colour_list = ['black', 'gray', 'yellow','orange',],\n", " ax = axd['A'],\n", " brightness_temperature = True, # <--- Set brightness temperature to True\n", " star = star, # <--- Remember to include the star for emission\n", " y_min = 1200, y_max = 1640,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Pressure Contribution\n", "\n", "The pressure contribution function goes layer by layer, removes an opacity source, and recomputes the spectrum, and takes the difference with the full spectrum. \n", "\n", "There is an option to do the total pressure contribution (which removes each layers entire opacity source) or specific opacity sources.\n", "\n", "We compute the total pressure contribution and water's pressure contribution below.\n", "\n", "Since this is emission, we expect the majority of contribution to come from where there is a temperature gradient, specifically the 10 to 0.1 bar region,\n", "\n", "To create the pressure contribution, run the `pressure_contribution` function below, which has has a similar set up to the spectral contribution function above. Here we have verbose turned on, which prints the layer number the function is on (the Pressure array has 100 layers), which is a good gauge for how long the spectrum will take to compute.\n", "\n", "Contribution is an array with dimensions P vs wl vs contribution species. The norm is returned, but not used. The list names is used in plotting.\n", "\n", "The plotting functions will return a normal contribution plot, and then a log version." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's look at the total pressure contribution first." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Progress: 100%|██████████| 100/100 [00:23<00:00, 4.26it/s]\n" ] } ], "source": [ "from POSEIDON.contributions import pressure_contribution, plot_pressure_contribution\n", "\n", "Contribution, norm, \\\n", "spectrum_contribution_list_names = pressure_contribution(planet, star, model_contribution_emission, \n", " atmosphere_contribution_emission, opac, wl,\n", " spectrum_type = 'emission',\n", " bulk_species = False, \n", " cloud_contribution = False, \n", " total_pressure_contribution=True,\n", " )" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_pressure_contribution(wl, P, planet, Contribution, spectrum_contribution_list_names, R = 100)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we predicted, a majority of the spectrum is forming in the pressure region where there is a temperature gradient. Now let's look at just water." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Progress: 100%|██████████| 100/100 [00:20<00:00, 4.93it/s]\n" ] } ], "source": [ "from POSEIDON.contributions import pressure_contribution, plot_pressure_contribution\n", "\n", "Contribution_water, norm_water, \\\n", "spectrum_contribution_list_names_water = pressure_contribution(planet, star, model_contribution_emission, \n", " atmosphere_contribution_emission, opac, wl,\n", " spectrum_type = 'emission',\n", " contribution_species_list = ['H2O'],\n", " bulk_species = False, \n", " cloud_contribution = False, \n", " total_pressure_contribution = False,\n", " )" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_pressure_contribution(wl, P, planet, Contribution_water, spectrum_contribution_list_names_water, R = 100) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Photometric Contribution \n", "\n", "The pressure contribution function can also be integrated over a specific wavelength range to produce a `photometric' pressure contribution function. \n", "\n", "We recommend wavelength bins of size $\\Delta \\lambda = 1$ um, to show which pressure layers contribute most over a given wavelength range." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import photometric_contribution_function, plot_photometric_contribution\n", "\n", "photometric_contribution, \\\n", "photometric_total, bins = photometric_contribution_function(wl, P, Contribution, \n", " spectrum_contribution_list_names,\n", " binsize = 1)\n", "\n", "plot_photometric_contribution(P, planet, photometric_contribution, photometric_total,\n", " spectrum_contribution_list_names, bins = bins)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from POSEIDON.contributions import photometric_contribution_function, plot_photometric_contribution\n", "\n", "photometric_contribution, \\\n", "photometric_total, bins = photometric_contribution_function(wl, P, Contribution_water, \n", " spectrum_contribution_list_names_water,\n", " binsize = 1)\n", "\n", "plot_photometric_contribution(P, planet, photometric_contribution, photometric_total,\n", " spectrum_contribution_list_names_water, bins = bins)" ] } ], "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": 2 }