{ "cells": [ { "cell_type": "markdown", "id": "dd6b0843", "metadata": {}, "source": [ "## Comparing Cross Sections of Different Isotopologues\n", "\n", "In this tutorial we'll create cross sections for two isotopologues of the same molecule and overplot them to see the differences.\n", "\n", "We strongly recommend reading the [Quick Start](https://cthulhu-xsec.readthedocs.io/en/latest/content/notebooks/quick_start.html) guide if you have not done so yet." ] }, { "cell_type": "markdown", "id": "a62668ea", "metadata": {}, "source": [ "### Download Isotopologue Line Lists" ] }, { "cell_type": "markdown", "id": "f9f8b50b", "metadata": {}, "source": [ "First, we must decide on the molecule. We choose to use two isotopologues of CO for this example, $\\rm{^{12}C^{16}O}$ and $\\rm{^{13}C^{16}O}$. Let's begin by downloading both line lists from ExoMol. We start by importing the relevant modules and defining some parameters. " ] }, { "cell_type": "code", "execution_count": 1, "id": "050a6f80", "metadata": {}, "outputs": [], "source": [ "from Cthulhu.core import summon\n", "\n", "species = 'CO'\n", "database = 'ExoMol'" ] }, { "cell_type": "markdown", "id": "88945a3a", "metadata": {}, "source": [ "Technically, for the primary isotopologue ($\\rm{^{12}C^{16}O}$), we just need to specify the molecule and database for the `species` and `database` parameters. Cthulhu will then automatically assume the main isotopologue and most complete line list to download. So we could write: \n", "\n", "`summon(database = database, species = species)`\n", "\n", "However, for the purposes of the tutorial, we want to be as clear as possible with regards to the default parameters. Thus, we call the `summon` function with the `isotope` and `linelist` parameters defined. We follow the ExoMol convention for isotopologues, such that to specify the `isotope` parameter $\\rm{^{12}C^{16}O}$ becomes `12C-16O`, $\\rm{^{13}C^{16}O}$. becomes `13C-16O`, etc. Some molecules have multiple line lists, which you can find listed on the [ExoMol website](https://www.exomol.com/data/molecules/), and you can choose between them via the `linelist` parameter. Defining each parameter explicitly is necessary for non-main isotopologues (and is good practice regardless so that `Cthulhu` is less of a magical black box!), so we will now start specifying these parameters consistently throughout this tutorial." ] }, { "cell_type": "code", "execution_count": 2, "id": "9288e675", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " ***** Downloading requested data from ExoMol. You have chosen the following parameters: ***** \n", "\n", "Molecule: CO \n", "Isotopologue: 12C-16O \n", "Line List: Li2015\n", "\n", "Starting by downloading the .broad, .pf, and .states files...\n", "Fetched the broadening coefficients, partition functions, and energy levels.\n", "Now downloading the Li2015 line list...\n", "\n", "Downloading .trans file 1 of 2\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 1.40M/1.40M [00:00<00:00, 1.48MiB/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Converting this .trans file to HDF to save storage space...\n", "This file took 0.4 seconds to reformat to HDF.\n", "\n", "Downloading .trans file 2 of 2\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 63.5k/63.5k [00:00<00:00, 284kiB/s]" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Converting this .trans file to HDF to save storage space...\n", "This file took 0.1 seconds to reformat to HDF.\n", "\n", "Line list ready.\n", "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\n" ] } ], "source": [ "# Download the 12C-16O line list\n", "summon(database = database, species = species, \n", " isotope = '12C-16O', linelist = 'Li2015') " ] }, { "cell_type": "markdown", "id": "f26c7c20", "metadata": {}, "source": [ "Let's do the same for the second isotopologue, $\\rm{^{13}C^{16}O}$." ] }, { "cell_type": "code", "execution_count": 3, "id": "b7d68134", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " ***** Downloading requested data from ExoMol. You have chosen the following parameters: ***** \n", "\n", "Molecule: CO \n", "Isotopologue: 13C-16O \n", "Line List: Li2015\n", "\n", "Starting by downloading the .broad, .pf, and .states files...\n", "Fetched the broadening coefficients, partition functions, and energy levels.\n", "Now downloading the Li2015 line list...\n", "\n", "Downloading .trans file 1 of 1\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 1.40M/1.40M [00:00<00:00, 1.67MiB/s]\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Converting this .trans file to HDF to save storage space...\n", "This file took 0.3 seconds to reformat to HDF.\n", "\n", "Line list ready.\n", "\n" ] } ], "source": [ "# Download the 13C-16O line list\n", "summon(database = database, species = species, \n", " isotope = '13C-16O', linelist = 'Li2015')" ] }, { "cell_type": "markdown", "id": "f427dd85", "metadata": {}, "source": [ "### Calculate Isotopologue Cross Sections" ] }, { "cell_type": "markdown", "id": "f2dd049d", "metadata": {}, "source": [ "Now let's compute the cross section for both isotopologues, at a pressure of 1 bar and temperature of 1000 K." ] }, { "cell_type": "code", "execution_count": 4, "id": "3c70914f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Beginning cross-section computations...\n", "Loading ExoMol format\n", "Loading partition function\n", "Pre-computing Voigt profiles...\n", "Voigt profiles computed in 4.850801024003886 s\n", "Pre-computation steps complete\n", "Generating cross section for CO (12C-16O) at P = 1.0 bar, T = 1000.0 K\n", "Computing transitions from E2.h5 | 0.0% complete\n", "Completed 6474 transitions in 1.6815788239982794 s\n", "Computing transitions from Li2015.h5 | 50.0% complete\n", "Completed 125496 transitions in 1.0924171730002854 s\n", "Calculation complete!\n", "Completed 131970 transitions in 2.775091424002312 s\n", "\n", "Total runtime: 10.596853234004811 s\n", "Beginning cross-section computations...\n", "Loading ExoMol format\n", "Loading partition function\n", "Pre-computing Voigt profiles...\n", "Voigt profiles computed in 4.51768789900234 s\n", "Pre-computation steps complete\n", "Generating cross section for CO (13C-16O) at P = 1.0 bar, T = 1000.0 K\n", "Computing transitions from Li2015.h5 | 0.0% complete\n", "Completed 125496 transitions in 1.1082590379955946 s\n", "Calculation complete!\n", "Completed 125496 transitions in 1.1088220090023242 s\n", "\n", "Total runtime: 8.563355439997395 s\n" ] } ], "source": [ "from Cthulhu.core import compute_cross_section\n", "\n", "P = 1.0 # Pressure in bars\n", "T = 1000.0 # Temperature in Kelvin\n", "input_directory = './input/' # Top level directory containing line lists\n", "\n", "# Make cross section for 12C-16O\n", "compute_cross_section(species = species, database = database, \n", " isotope = '12C-16O', linelist = 'Li2015',\n", " temperature = T, pressure = P, \n", " input_dir = input_directory)\n", "\n", "# Make cross section for 13C-16O\n", "compute_cross_section(species = species, database = database, \n", " isotope = '13C-16O', linelist = 'Li2015',\n", " temperature = T, pressure = P,\n", " input_dir = input_directory)" ] }, { "cell_type": "markdown", "id": "2181539d", "metadata": {}, "source": [ "Finally, we are ready to plot. First, we import the relevant functions. Then, we read in the cross section files into arrays. \n", "\n", "Next, we create an empty array called `cross_sections` that will contain all of our cross sections. We add the $\\rm{^{12}C^{16}O}$ cross section to this empty collection of cross sections. This is done by calling the `cross_section_collection` function with the data of the new cross section (`nu` and `sigma`) along with the `cross sections` parameter. We call this statement a second time, this time with `nu2` and `sigma2`, to add the $\\rm{^{13}C^{16}O}$ cross section to the collection as well. By passing in the `collection = cross_sections` parameter every time, we ensure that all of our cross sections are added to the same collection, to make the plotting easier in the next part." ] }, { "cell_type": "code", "execution_count": 6, "id": "4311e9a1", "metadata": {}, "outputs": [], "source": [ "from Cthulhu.misc import read_cross_section_file, cross_section_collection\n", "\n", "# Read in the cross sections we just computed\n", "nu, sigma = read_cross_section_file(species = species, database = database,\n", " filename = 'CO_T1000.0K_log_P0.0_H2-He_sigma.txt')\n", "nu2, sigma2 = read_cross_section_file(species = species, database = database, \n", " isotope = '13C-16O', linelist = 'Li2015', \n", " filename = 'CO_T1000.0K_log_P0.0_H2-He_sigma.txt')\n", "\n", "# Generate an empty collection object for plotting\n", "cross_sections = []\n", "\n", "# Add first cross section to collection\n", "cross_sections = cross_section_collection(new_x = nu, new_y = sigma, collection = cross_sections)\n", "\n", "# Add second cross section to collection, making sure to specify the previous collection as a parameter\n", "cross_sections = cross_section_collection(new_x = nu2, new_y = sigma2, collection = cross_sections)" ] }, { "cell_type": "code", "execution_count": 7, "id": "b17463ad", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from Cthulhu.plot import plot_cross_section\n", "\n", "# Plot both cross sections\n", "plot_cross_section(collection = cross_sections, \n", " labels = ['12C-16O', '13C-16O'], \n", " filename = 'Different_Isotopologues_of_CO',\n", " y_min = 1.0e-30)" ] }, { "cell_type": "markdown", "id": "36d33dec", "metadata": {}, "source": [ "Looks at that band shift! Who would have thought that a small change in the nuclear mass of Carbon could cause such a huge change? 🤔\n", "\n", "Let's zoom in to take a closer look... 🔍" ] }, { "cell_type": "code", "execution_count": 9, "id": "13d79e1f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_cross_section(collection = cross_sections, \n", " labels = ['12C-16O', '13C-16O'], \n", " filename = 'Different_Isotopologues_of_CO_Zoomed',\n", " y_min = 1.0e-30,\n", " x_min = 4, x_max = 7, # Min and max wavelengths in microns\n", " )" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.19" }, "vscode": { "interpreter": { "hash": "5f7defddde1abfac0269c8c847bc53f3d7179ce483b0f295025c7fc1e5b0d9d7" } } }, "nbformat": 4, "nbformat_minor": 5 }