{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Generating Transmission Spectra\n", "\n", "Congratulations on installing POSEIDON! \n", "\n", "This first tutorial covers the basics of how to generate transmission spectra with POSEIDON's forward model. The basic structure of the code's modules you will see here will prepare you for the many more advanced features covered in subsequent tutorials. \n", "\n", "Let's get started! 🔱" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Stellar and Planet Properties\n", "\n", "First, let's provide properties of the host star." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import create_star\n", "from POSEIDON.constants import R_Sun\n", "\n", "#***** Define stellar properties *****#\n", "\n", "R_s = 0.87*R_Sun # Stellar radius (m)\n", "T_s = 5079.0 # Stellar effective temperature (K)\n", "Met_s = -0.04 # Stellar metallicity [log10(Fe/H_star / Fe/H_solar)]\n", "log_g_s = 4.56 # 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)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can create our first planet!\n", "\n", "We begin by defining the key physical properties of the planet --- you can find these on [exo.MAST](https://exo.mast.stsci.edu/).\n", "\n", "The user can provide either $M_p$, $g_p$, or $\\rm{log} \\, g_p$ (with the latter in cgs per convention). If only $M_p$ is provided, POSEIDON calculates the value of $g_p$ corresponding to the observed radius. Since the observational error on planetary gravity is usually less than planetary mass, $g_p$ or $\\rm{log} \\, g_p$ is the preferred quantity in POSEIDON." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import create_planet\n", "from POSEIDON.constants import R_J, M_J\n", "\n", "#***** Define planet properties *****#\n", "\n", "planet_name = 'HAT-P-26b' # Planet name used for plots, output files etc.\n", "\n", "R_p = 0.63*R_J # Planetary radius (m)\n", "M_p = 0.07*M_J # Mass of planet (kg)\n", "g_p = 4.3712 # Gravitational field of planet (m/s^2)\n", "T_eq = 1043.8 # Equilibrium temperature (K)\n", "\n", "# Create the planet object\n", "planet = create_planet(planet_name, R_p, mass = M_p, gravity = g_p, T_eq = T_eq)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Defining a Model\n", "\n", "Now we are ready to define the model settings. By 'model', we mean a family of parameters that define the permitted range of states for the planetary atmosphere. \n", "\n", "For example, one model could be a cloud-free giant planet atmosphere containing $\\rm{H}_2 \\rm{O}$ and $\\rm{CH}_4$ with an isothermal temperature profile. Let's define that example model now. " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import define_model\n", "\n", "#***** Define model *****#\n", "\n", "model_name = 'Simple_model' # Model name used for plots, output files etc.\n", "\n", "bulk_species = ['H2', 'He'] # H2 + He comprises the bulk atmosphere\n", "param_species = ['H2O', 'CH4'] # The trace gases are H2O and CH4\n", "\n", "# Create the model object\n", "model = define_model(model_name, bulk_species, param_species, \n", " PT_profile = 'isotherm', cloud_model = 'cloud-free')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "POSEIDON includes many other model settings, including options for 1D, 2D, and 3D atmospheres. Many of these more advanced settings are covered in later tutorials in this guide." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Specify a Planetary Atmosphere\n", "\n", "Now we are ready to specify the properties of the atmosphere for which we want to compute a spectrum.\n", "\n", "To generate our atmosphere, we need to provide the following information:\n", "\n", "1. A pressure grid for the atmosphere.\n", "2. A reference pressure and the corresponding planet radius.\n", "3. Parameters defining the pressure-temperature (P-T profile).\n", "4. Parameters defining the mixing ratios.\n", "5. Parameters defining any clouds / aerosols (if included).\n", "6. Parameters defining the atmospheric geometry (2D and 3D models only).\n", "\n", "We can check the necessary parameters for the model we defined earlier by querying the model object." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Free parameters: ['R_p_ref' 'T' 'log_H2O' 'log_CH4']\n" ] } ], "source": [ "# Check the free parameters defining this model\n", "print(\"Free parameters: \" + str(model['param_names']))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that our model needs to know the (isothermal) atmospheric temperature, the reference planet radius, and the $\\log_{10}$ mixing ratios of $\\rm{H}_2 \\rm{O}$ and $\\rm{CH}_4$.\n", "\n", "A 'mixing ratio' is the fraction of the atmosphere composed of a particular gas, defined by the gas number density relative to the total number density ($X_i = n_i / n_{\\rm{tot}}$), such that all the mixing ratios add to 1. The remainder of the atmosphere not made of $\\rm{H}_2 \\rm{O}$ and $\\rm{CH}_4$ will be automatically filled with the bulk gas we specified (in our case, $\\rm{H}_2$ and $\\rm{He}$ with an assumed primordial ratio of $X_{\\rm{He}} / X_{\\rm{H_2}} = 0.17$). \n", "\n", "Since we chose a 1D cloud-free model, we don't need to provide cloud or geometry parameters.\n", "\n", "For this tutorial, we only need to provide the P-T profile and mixing ratio parameters. We'll see in later tutorials how to specify more complex models." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['T']\n", "['log_H2O' 'log_CH4']\n" ] } ], "source": [ "print(model['PT_param_names'])\n", "print(model['X_param_names'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's specify the required parameters now and generate our atmosphere." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import make_atmosphere\n", "import numpy as np\n", "\n", "# Specify the pressure grid of the atmosphere\n", "P_min = 1.0e-7 # 0.1 ubar\n", "P_max = 100 # 100 bar\n", "N_layers = 100 # 100 layers\n", "\n", "# We'll 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 and radius\n", "P_ref = 10.0 # Reference pressure (bar)\n", "R_p_ref = R_p # Radius at reference pressure\n", "\n", "# Provide a specific set of model parameters for the atmosphere \n", "PT_params = np.array([1000]) # T (K)\n", "log_X_params = np.array([-3.3, -5.0]) # log(H2O), log(CH4)\n", "\n", "# Generate the atmosphere\n", "atmosphere = make_atmosphere(planet, model, P, P_ref, R_p_ref, \n", " PT_params, log_X_params)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now plot our atmosphere, temperature profile, and mixing ratio profiles." ] }, { "cell_type": "code", "execution_count": 7, "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": [ "from POSEIDON.visuals import plot_geometry, plot_PT, plot_chem\n", "\n", "# Produce plots of atmospheric properties\n", "fig_geom = plot_geometry(planet, star, model, atmosphere)\n", "fig_PT = plot_PT(planet, model, atmosphere) \n", "fig_chem = plot_chem(planet, model, atmosphere)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And like magic, our planetary atmosphere has come to life! \n", "\n", "These figures have been automatically saved in the 'POSEIDON_output' directory, which is by created by default in the same directory where you ran this python script. You can further manipulate them using the matplotlib figure objects returned by the functions. " ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Load Opacities\n", "\n", "Before we can make a spectrum of our planet, we need to read in the cross sections / opacity data required by our model.\n", "\n", "POSEIDON's opacity database includes high spectral resolution line-by-line cross sections ($\\Delta \\tilde{\\nu} = 0.01$ cm-1, equivalent to $R = \\lambda / \\Delta \\lambda = 10^6$ at 1 micron) for over 80 chemical species, precomputed on a grid of 162 pressure-temperature points. In addition to these cross sections, absorption from pair processes — collision-induced absorption (CIA) and free-free absorption — and Rayleigh scattering is automatically included. The current version of the POSEIDON opacity database is described on the [\\\"Opacity Database\\\"](../opacity_database.html) page.\n", "\n", "POSEIDON can handle cross sections in two different ways:\n", "\n", "1. *Opacity sampling*: for interpreting low spectral resolution data (e.g. space-based observations), the user specifies a moderate resolution wavelength grid (e.g. $R =$ 10,000) and a temperature and pressure range encompassing the model. POSEIDON then interpolates the high resolution cross sections from the opacity database to store moderate resolution cross sections in memory for the chemical species required by the model. This process typically takes about a minute (depending on the number of chemical species in the model) and requires a few GB of RAM. However, this only needs to be done once for a given model (hence speeding up spectra computations during retrievals).\n", "\n", "2. *Line-by-line*: for interpreting high spectral resolution data (e.g. ground-based spectrographs), cross sections can be used at the native resolution of the POSEIDON opacity database. In this mode, POSEIDON does not pre-interpolate and store cross sections in memory. Rather, the opacity database is directly interpolated according to the pressures and temperatures in each layer of an atmosphere. See [\\\"High-Resolution Forward Models\\\"](high_res.html) for a tutorial covering line-by-line models.\n", "\n", "Let's now initialise the opacities for our example giant planet atmosphere. We'll use opacity sampling at a spectral resolution of $R =$ 10,000 (a good rule of thumb for opacity sampling is to compute models at $\\sim 100 \\times$ higher resolution than the data you intend to compare to after binning down the model)." ] }, { "cell_type": "code", "execution_count": 8, "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", "H2-CH4 done\n", "H2O done\n", "CH4 done\n", "Opacity pre-interpolation complete.\n" ] } ], "source": [ "from POSEIDON.core import read_opacities, wl_grid_constant_R\n", "\n", "#***** Wavelength grid *****#\n", " \n", "wl_min = 0.6 # Minimum wavelength (um)\n", "wl_max = 5.2 # Maximum wavelength (um)\n", "R = 10000 # Spectral resolution of grid\n", "\n", "wl = wl_grid_constant_R(wl_min, wl_max, R)\n", "\n", "#***** Read opacity data *****#\n", "\n", "opacity_treatment = 'opacity_sampling'\n", "\n", "# First, specify limits of the fine temperature and pressure grids for the \n", "# pre-interpolation of cross sections. These fine grids should cover a\n", "# wide range of possible temperatures and pressures for the model atmosphere.\n", "\n", "# Define fine temperature grid (K)\n", "T_fine_min = 400 # 400 K lower limit suffices for a typical hot Jupiter\n", "T_fine_max = 2000 # 2000 K upper limit suffices for a typical hot Jupiter\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", "# Now we can pre-interpolate the sampled opacities (may take up to a minute)\n", "opac = read_opacities(model, wl, opacity_treatment, T_fine, log_P_fine)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Computing Transmission Spectra\n", "\n", "We are finally ready to generate the transmission spectrum of our planet! " ] }, { "cell_type": "code", "execution_count": 9, "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 our first transmission spectrum\n", "spectrum = compute_spectrum(planet, star, model, atmosphere, opac, wl,\n", " spectrum_type = 'transmission')\n", "\n", "# Add the spectrum we want to plot to an empty spectra plot collection\n", "spectra = plot_collection(spectrum, wl, collection = [])\n", "\n", "# Produce figure and save to file\n", "fig = plot_spectra(spectra, planet, R_to_bin = 100, plt_label = 'My First Model')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice how we added our spectrum to an empty 'plot collection'? This provides a convenient way to compare multiple spectra on the same figure. For example, let's add a transmission spectrum for a copy of our atmosphere with $\\rm{CH}_4$ removed." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Define new mixing ratio array with a low CH4 abundance\n", "log_X_params_no_CH4 = np.array([[-3.3, -50.0]]) # log(H2O), log(CH4)\n", "\n", "# Create a new atmosphere without CH4\n", "atmosphere_no_CH4 = make_atmosphere(planet, model, P, P_ref, R_p_ref, \n", " PT_params, log_X_params_no_CH4)\n", "\n", "# Generate the new transmission spectrum\n", "spectrum_no_CH4 = compute_spectrum(planet, star, model, atmosphere_no_CH4, \n", " opac, wl, spectrum_type = 'transmission')\n", "\n", "# Add the spectrum we want to plot to our existing plot collection\n", "spectra = plot_collection(spectrum_no_CH4, wl, collection = spectra) \n", "\n", "# Produce figure\n", "fig_spec = plot_spectra(spectra, planet, R_to_bin = 100,\n", " spectra_labels = ['First model', 'No CH$_4$'])\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can make this plot a little easier to view by disabling the full resolution model and just looking at the $R = 100$ binned models." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Produce figure\n", "fig_spec = plot_spectra(spectra, planet, R_to_bin = 100,\n", " plot_full_res = False,\n", " spectra_labels = ['First model', 'No CH$_4$'],\n", " y_min = 0.6e-2, y_max = 1.0e-2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Aside: Opacity Sampling vs. Line-by-line Transmission Spectra\n", "\n", "Now that we've seen how to make low spectral resolution transmission spectra, let's make a high spectral resolution line-by-line transmission spectrum for the same atmosphere to assess the accuracy of the opacity sampling method. Note that a more detailed tutorial on high-resolution transmission spectra is also available in [\\\"High-Resolution Forward Models\\\"](high_res.html).\n", "\n", "First, we need to change the opacity object we're working with to be in a line-by-line configuration." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "from POSEIDON.core import wl_grid_line_by_line\n", "\n", "#***** Wavelength grid *****#\n", " \n", "wl_min = 0.6 # Minimum wavelength (um)\n", "wl_max = 5.2 # Maximum wavelength (um) \n", "\n", "wl_high_res = wl_grid_line_by_line(wl_min, wl_max)\n", "\n", "#***** Read opacity data *****#\n", "\n", "opacity_treatment = 'line_by_line'\n", "\n", "# Prepare high-resolution opacity data\n", "opac_high_res = read_opacities(model, wl_high_res, opacity_treatment)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can generate a high resolution line-by-line spectrum for our model atmosphere.\n", "\n", "\n", "
\n", "\n", " **Warning:**\n", "\n", " Line-by-line models are *very* resource intensive. Please ensure you have ~ 8 GB of free RAM before running the cell below, which should take about two minutes.\n", "\n", "
\n" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading in cross sections in line-by-line mode...\n", "H2-H2 done\n", "H2-He done\n", "H2-CH4 done\n", "H2O done\n", "CH4 done\n", "Finished producing extinction coefficients\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Generate the high-resolution spectrum\n", "spectrum_high_res = compute_spectrum(planet, star, model, atmosphere, \n", " opac_high_res, wl_high_res,\n", " spectrum_type = 'transmission')\n", "\n", "# Add both the low-res and high-res spectra to a new plot collection\n", "spectra = plot_collection(spectrum, wl, collection = [])\n", "spectra = plot_collection(spectrum_high_res, wl_high_res, collection = spectra) \n", "\n", "# Produce figure\n", "fig = plot_spectra(spectra, planet, model, R_to_bin = 100,\n", " spectra_labels = ['Sampled at R = 10,000', 'Line-by-line'])" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Notice how the spectra from line-by-line and opacity sampling look similar when binned down to $R = 100$? The jagged appearance of the opacity sampling spectrum is essentially statistical noise scattered about the 'true' line-by-line spectrum. However, the sampling noise decreases as one increases the spectral resolution the cross sections are sampled at (here, $R =$ 10,000). Ultimately, the advantage of opacity sampling is the dramatic decrease in runtime compared to full line-by-line computations (hence POSEIDON uses opacity sampling in retrievals).\n", "\n", "Congratulations! Now that you've generated some simple transmission spectra, in the next tutorials we'll cover how to make spectra for more complicated model atmospheres (e.g. atmospheres including clouds and multi-dimensional atmospheres)." ] } ], "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" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }