{ "cells": [ { "cell_type": "markdown", "id": "6fa0dd04-0145-448f-9e4e-90d6982e6bc6", "metadata": {}, "source": [ "# Tutorial: Simulate a model binary" ] }, { "cell_type": "markdown", "id": "3f59510a-c27f-40d0-9ece-d633b9238172", "metadata": {}, "source": [ "This tutorial walks through the basics of using phitter to compute light curves and RVs for a model stellar binary." ] }, { "cell_type": "markdown", "id": "d04845e0-cc8d-4b7e-964b-3a5e8d36e720", "metadata": {}, "source": [ "## Imports" ] }, { "cell_type": "code", "execution_count": 1, "id": "5acda20f-f3d8-4d41-adfc-d831f7c51d0f", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/abhimat/Software/miniforge3/envs/phoebe_py38/lib/python3.8/site-packages/pysynphot/locations.py:345: UserWarning: Extinction files not found in /Volumes/Noh/models/cdbs/extinction\n", " warnings.warn('Extinction files not found in %s' % (extdir, ))\n" ] } ], "source": [ "from phitter import observables, filters\n", "from phitter.params import star_params, binary_params, blackbody_params\n", "from phitter.calc import model_obs_calc\n", "\n", "import numpy as np\n", "\n", "from phoebe import u\n", "from phoebe import c as const\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "\n", "%matplotlib inline\n", "\n", "# The following warning regarding extinction originates from SPISEA and can be ignored.\n", "# The functionality being warned about is not used by SPISEA." ] }, { "cell_type": "markdown", "id": "20fa1154-a377-435d-a7e2-4e83dc7008ce", "metadata": {}, "source": [ "## Set up observation filters / passbands" ] }, { "cell_type": "markdown", "id": "8f8853c0-cbee-47bf-86e9-4d9cec0861af", "metadata": {}, "source": [ "For this example, we're going to generate photometry and RVs in Keck Kp band. Any passband set up in both PHOEBE and SPISEA can be used by Phitter for simulating fluxes and RVs." ] }, { "cell_type": "code", "execution_count": 2, "id": "1b667621-5824-4db6-8352-cbf311dc0f9e", "metadata": {}, "outputs": [], "source": [ "filter_kp = filters.nirc2_kp_filt()" ] }, { "cell_type": "markdown", "id": "3e2682cf-748e-418f-9cb8-88768e20fa43", "metadata": {}, "source": [ "## Set up stellar and binary system parameters" ] }, { "cell_type": "markdown", "id": "1e6016bf-4cd4-40dd-a3a8-8e7db3e3a293", "metadata": {}, "source": [ "### Stellar parameters\n", "\n", "We're going to set up parameters for the component stars in the binary system with photometry derived from a blackbody. This requires providing mass, radius, and temperature for each star." ] }, { "cell_type": "code", "execution_count": 3, "id": "7bd1ddde-895a-4955-a4e1-91bcaf5a574c", "metadata": {}, "outputs": [], "source": [ "# Star parameters\n", "\n", "bb_stellar_params_obj = blackbody_params.bb_stellar_params()\n", "\n", "star1_params = bb_stellar_params_obj.calc_star_params(\n", " 50 * u.solMass, 52 * u.solRad, 30_000 * u.K,\n", ")\n", "\n", "star2_params = bb_stellar_params_obj.calc_star_params(\n", " 45 * u.solMass, 45 * u.solRad, 25_000 * u.K,\n", ")" ] }, { "cell_type": "markdown", "id": "9c6f39fa-3a0b-4e05-9608-1e40f4978d6b", "metadata": {}, "source": [ "## Set up a binary parameters object\n", "\n", "A separate object is set up to specify the parameters of the binary system" ] }, { "cell_type": "code", "execution_count": 4, "id": "730dce9a-7c38-49db-b365-52c0eeeddf71", "metadata": {}, "outputs": [], "source": [ "# Binary parameters\n", "bin_params = binary_params.binary_params(\n", " period = 20.0 * u.d,\n", " ecc = 0.05,\n", " inc = 80.0 * u.deg,\n", " t0 = 53_800.0,\n", ")" ] }, { "cell_type": "markdown", "id": "69994ce3-1277-4c74-88c3-0b75768fd365", "metadata": {}, "source": [ "## Set up of observables to be calculated" ] }, { "cell_type": "markdown", "id": "b3c9ff78-cbf5-46ee-a2c4-878dfd38991d", "metadata": {}, "source": [ "We need to set up an observables object to specify the times and types of observables that need to be computed. For this example, let's compute flux in Keck K-band and RVs uniformly over the entire orbital phase of the binary." ] }, { "cell_type": "code", "execution_count": 5, "id": "3065071c-3fb3-4009-9b08-1bfd0e13765a", "metadata": {}, "outputs": [], "source": [ "# Set up model times\n", "# Model times are in MJD here\n", "model_phases = np.linspace(0, 1, num=100)\n", "model_times = model_phases * bin_params.period.value + bin_params.t0" ] }, { "cell_type": "code", "execution_count": 6, "id": "7a677a15-6ae6-4c0d-b040-4bb48a8eac76", "metadata": {}, "outputs": [], "source": [ "# Set up filter and observation type arrays for the model fluxes and RVs\n", "\n", "kp_filt_arr = np.full(len(model_phases), filter_kp)\n", "kp_type_arr = np.full(len(model_phases), 'phot')\n", "\n", "rv_pri_filt_arr = np.full(len(model_phases), filter_kp)\n", "rv_pri_type_arr = np.full(len(model_phases), 'rv_pri')\n", "\n", "rv_sec_filt_arr = np.full(len(model_phases), filter_kp)\n", "rv_sec_type_arr = np.full(len(model_phases), 'rv_sec')" ] }, { "cell_type": "code", "execution_count": 7, "id": "88c50d5f-429c-4048-8845-88c329244ffe", "metadata": {}, "outputs": [], "source": [ "# Now make arrays for all the times, filters, and observation types by concatenating the above arrays\n", "\n", "obs_times = np.concatenate(\n", " (model_times, model_times, model_times),\n", ")\n", "obs_filts = np.concatenate(\n", " (kp_filt_arr, rv_pri_filt_arr, rv_sec_filt_arr,),\n", ")\n", "obs_types = np.concatenate(\n", " (kp_type_arr, rv_pri_type_arr, rv_sec_type_arr,),\n", ")" ] }, { "cell_type": "code", "execution_count": 8, "id": "fb5971df-e184-401f-acfa-ff738d77457d", "metadata": {}, "outputs": [], "source": [ "# Finally, construct the observables object\n", "\n", "model_observables = observables.observables(\n", " obs_times=obs_times,\n", " obs_filts=obs_filts, obs_types=obs_types,\n", ")" ] }, { "cell_type": "markdown", "id": "1e094786-7764-47cd-80d9-9a385fd86243", "metadata": {}, "source": [ "## Compute the observables" ] }, { "cell_type": "markdown", "id": "a5d55815-fc5f-4d6d-8912-37322bdcd843", "metadata": {}, "source": [ "First a model observation calculation object (`model_obs_calc`) has to be instantiated, with the observables as input parameters. This object will be carrying out the calculations." ] }, { "cell_type": "code", "execution_count": 9, "id": "c6503f59-5dab-4ec3-be5b-df8713e14771", "metadata": {}, "outputs": [], "source": [ "# Object to perform the computation of flux and RVs\n", "\n", "binary_model_obj = model_obs_calc.binary_star_model_obs(\n", " model_observables,\n", " use_blackbody_atm=True,\n", " print_diagnostics=False,\n", ")" ] }, { "cell_type": "markdown", "id": "0c050860-6865-445e-9923-aadcc2974110", "metadata": {}, "source": [ "The modeled observables can then be simulated by inputting the stellar and binary parameters." ] }, { "cell_type": "code", "execution_count": 10, "id": "964992ba-a353-404e-993f-426d66331f2a", "metadata": {}, "outputs": [], "source": [ "modeled_observables = binary_model_obj.compute_obs(\n", " star1_params, star2_params, bin_params,\n", ")" ] }, { "cell_type": "markdown", "id": "46c0bcd8-45ab-482b-a753-00f41a3cecff", "metadata": {}, "source": [ "## Process and plot the modeled observables" ] }, { "cell_type": "markdown", "id": "681709d2-5ce4-4794-a1cd-c17afa0d545c", "metadata": {}, "source": [ "We can extract the different observables (flux and RVs of the primary and secondary object) from the output observables object. The observables object has numpy filters for each passband and data types that we can use for this." ] }, { "cell_type": "code", "execution_count": 11, "id": "fb6090a0-70d8-4f4a-b6b2-c233a257e88b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Kp-band mags: [-7.5216657 -7.53732926 -7.5216657 -7.53973471 -7.58422804 -7.6434513\n", " -7.70671535 -7.76850532 -7.82567567 -7.87684326 -7.92123227 -7.9589559\n", " -7.98949251 -8.01222054 -8.02392512 -8.02926534 -8.03464135 -8.03978097\n", " -8.04512171 -8.05026785 -8.05499389 -8.05965313 -8.06381118 -8.06742234\n", " -8.0707711 -8.07336674 -8.0753406 -8.07691355 -8.07784988 -8.07791415\n", " -8.07786586 -8.07681172 -8.07544044 -8.07313791 -8.0702784 -8.06746169\n", " -8.0638797 -8.05981414 -8.05567433 -8.05147333 -8.04686716 -8.04234265\n", " -8.03770362 -8.03263123 -8.0182408 -7.99586114 -7.96713968 -7.93223797\n", " -7.89169488 -7.8463103 -7.79686441 -7.74500755 -7.69428287 -7.65015828\n", " -7.62135114 -7.61633102 -7.63662295 -7.6757046 -7.7243426 -7.77576576\n", " -7.82591875 -7.8724258 -7.91454599 -7.95108773 -7.98218025 -8.00744218\n", " -8.0265221 -8.0384456 -8.04556605 -8.05304594 -8.06062383 -8.06820929\n", " -8.0752654 -8.08167704 -8.08702932 -8.09139645 -8.09415882 -8.09548854\n", " -8.09522449 -8.09383937 -8.09062861 -8.08629899 -8.08040402 -8.0734608\n", " -8.0655998 -8.05723694 -8.04857565 -8.03984411 -8.03170232 -8.02326546\n", " -8.00664823 -7.98281403 -7.95231821 -7.91482576 -7.87066209 -7.81978953\n", " -7.76289086 -7.70152922 -7.63835483 -7.5803122 ]\n", "Star 1 RVs: [ 8.3645588 -20.72126128 -42.78321712 -57.33403586 -66.82057916\n", " -73.40743418 -78.48141781 -82.79790172 -86.81473427 -90.87297976\n", " -95.17329818 -99.99513811 -106.16950658 -113.14473386 -119.59989517\n", " -125.55295565 -130.9919105 -135.88108371 -140.29568743 -144.16538332\n", " -147.52139283 -150.36323497 -152.68049597 -154.49586261 -155.82593365\n", " -156.57922333 -156.8680753 -156.64458017 -155.90614339 -154.67592131\n", " -152.94370496 -150.70965628 -147.98012086 -144.7153373 -140.9567258\n", " -136.76601174 -132.00254521 -126.75365832 -121.01008446 -114.81700743\n", " -108.12273938 -100.99997401 -93.39910259 -85.3842781 -76.97976576\n", " -68.19792792 -59.04069552 -49.57086978 -39.81711275 -29.78706422\n", " -19.55885966 -9.12678602 1.43364637 12.08601054 22.81407832\n", " 33.53972245 44.20659904 54.80346614 65.23094339 75.44727086\n", " 85.41728951 95.06716457 104.33120411 113.18878257 121.53341727\n", " 129.32082842 136.53697068 143.07943596 148.97988595 154.18420839\n", " 158.71292283 162.53692469 165.69212759 168.21006382 170.04745492\n", " 171.21145367 171.69995938 171.45932309 170.53705681 168.93993298\n", " 166.63771821 163.6308055 159.89544385 155.42984771 150.22590561\n", " 144.2864683 137.58360979 130.33004141 124.0580466 118.38509998\n", " 113.12074107 108.10089376 103.18221374 98.07183948 92.31597699\n", " 85.15214354 75.16779889 60.16406811 37.64145169 8.3645588 ] km/s\n", "Star 2 RVs: [ -9.30041204 2.50410814 14.16562647 25.67206929 36.94494359\n", " 47.97531301 58.69174249 69.12035131 79.16694275 88.81417575\n", " 98.04413382 106.83285253 115.15213351 122.9893872 130.30413878\n", " 137.10017692 143.35255178 149.07128874 154.20704145 158.79735648\n", " 162.80580603 166.2663088 169.10218567 171.38539398 173.06966805\n", " 174.16508265 174.6643893 174.57883199 173.89271835 172.63868982\n", " 170.74759035 168.30877263 165.28297836 161.68059288 157.46400701\n", " 152.71996893 147.38982022 141.50576497 135.06435162 128.10485559\n", " 120.60515754 112.70100092 106.69837965 101.79244882 97.47733391\n", " 93.4133502 89.33096789 84.87011687 79.39775618 71.8552754\n", " 60.31299594 41.65245503 13.26456234 -21.70464555 -53.21215397\n", " -75.12448441 -88.92807004 -97.94153472 -104.53558441 -109.95958671\n", " -114.98414704 -119.97830835 -125.2164007 -130.86963335 -137.18480064\n", " -144.68052272 -152.87248756 -160.38885062 -167.16675609 -173.20117313\n", " -178.45298833 -182.88248841 -186.48124599 -189.23931305 -191.19961314\n", " -192.243635 -192.49423607 -191.85823293 -190.38154407 -188.05011772\n", " -184.87109601 -180.90651511 -176.11474404 -170.55151307 -164.21340472\n", " -157.14966866 -149.38135158 -140.9742126 -131.96817453 -122.39822833\n", " -112.33723958 -101.83936398 -90.97014566 -79.7680786 -68.32052664\n", " -56.69329864 -44.903312 -33.03154919 -21.13607745 -9.30041204] km/s\n" ] } ], "source": [ "# Fluxes in mags\n", "modeled_kp_mags = modeled_observables.obs[modeled_observables.phot_filt_filters[filter_kp]]\n", "\n", "print(f'Kp-band mags: {modeled_kp_mags}')\n", "\n", "# RVs in km/s\n", "modeled_rvs_star1 = modeled_observables.obs[modeled_observables.obs_rv_pri_filter]\n", "modeled_rvs_star2 = modeled_observables.obs[modeled_observables.obs_rv_sec_filter]\n", "\n", "print(f'Star 1 RVs: {modeled_rvs_star1} km/s')\n", "print(f'Star 2 RVs: {modeled_rvs_star2} km/s')" ] }, { "cell_type": "markdown", "id": "990799a1-d221-4250-9741-fb85081d1955", "metadata": {}, "source": [ "Now that we have the modeled observables, we can plot them for this model binary" ] }, { "cell_type": "code", "execution_count": 12, "id": "d3b3955f-3360-44ed-901c-c1cc20457aa7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=(6,6))\n", "\n", "# Kp mags subplot\n", "ax_mag_kp = fig.add_subplot(2,1,1)\n", "\n", "ax_mag_kp.plot(\n", " model_phases, modeled_kp_mags,\n", " '-', color='C1',\n", ")\n", "\n", "ax_mag_kp.set_xlim([0, 1])\n", "\n", "ax_mag_kp.invert_yaxis()\n", "ax_mag_kp.set_ylabel(r\"$M_{K'}$\")\n", "\n", "# RVs subplot\n", "ax_rvs = fig.add_subplot(2,1,2)\n", "\n", "ax_rvs.plot(\n", " model_phases, modeled_rvs_star1,\n", " '-', color='C9', label='Star 1',\n", ")\n", "\n", "ax_rvs.plot(\n", " model_phases, modeled_rvs_star2,\n", " '-', color='C3', label='Star 2',\n", ")\n", "\n", "ax_rvs.set_xlabel(f\"Phase (period = {bin_params.period:.1f})\")\n", "ax_rvs.set_xlim([0, 1])\n", "\n", "ax_rvs.set_ylabel(\"Radial Velocity (km/s)\")\n", "\n", "ax_rvs.legend(loc='lower center', ncol=2)\n" ] }, { "cell_type": "markdown", "id": "7085c35c-6f6d-4026-83f2-3d14fe846ead", "metadata": {}, "source": [ "## Bonus: make mesh plots to aide visualization" ] }, { "cell_type": "markdown", "id": "19e9ad00-5c84-4178-bdaa-394199d71c08", "metadata": {}, "source": [ "The above plot is great to see the modeled observables. But it can be helpful to see what the modeled binary system looks like. Let's add simulate some mesh outlines of the stellar surfaces to see what this model binary looks like…\n", "\n", "We need to make a figure first where we'll do the plotting. We can be extra specific about the layout of the mesh plots in this figure, so let's do that!" ] }, { "cell_type": "code", "execution_count": 13, "id": "1c5c4acd-b75a-4d00-9922-d7304fce6101", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Set up figure and specificy mesh plot outputs\n", "\n", "fig = plt.figure(figsize=(8,8))\n", "gs = plt.GridSpec(5, 5,)\n", "\n", "mesh_plot_phases = np.array([0.0, 0.25, 0.5, 0.75, 1.0])\n", "\n", "modeled_observables, mesh_plot_out, fig = binary_model_obj.compute_obs(\n", " star1_params, star2_params, bin_params,\n", " make_mesh_plots=True,\n", " mesh_plot_phases=mesh_plot_phases,\n", " mesh_plot_fig=fig,\n", " mesh_plot_subplot_grid=(3,5),\n", " mesh_plot_subplot_grid_indexes=np.array([1, 2, 3, 4, 5,]),\n", " num_triangles=500,\n", ")\n", "\n", "# The mesh subplots show here since we have matplotlib inline enabled" ] }, { "cell_type": "code", "execution_count": 14, "id": "96d91ad0-0f6a-4669-861e-153b40148852", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Finish constructing the whole figure\n", "\n", "# Fluxes in mags\n", "modeled_kp_mags = modeled_observables.obs[modeled_observables.phot_filt_filters[filter_kp]]\n", "\n", "# RVs in km/s\n", "modeled_rvs_star1 = modeled_observables.obs[modeled_observables.obs_rv_pri_filter]\n", "modeled_rvs_star2 = modeled_observables.obs[modeled_observables.obs_rv_sec_filter]\n", "\n", "# Label the mesh subplots\n", "# # Remove empty axes\n", "# for ax in fig.axes:\n", "# if ax.get_xlabel() == '':\n", "# ax.remove()\n", "\n", "# # Make mesh axes share axes\n", "# mesh_axes = []\n", "\n", "for ax_index, phase in enumerate(mesh_plot_phases):\n", " ax = fig.axes[ax_index]\n", " \n", " ax.set_title(f'Phase = {phase:.2f}')\n", " \n", " # Decrease linewidths of the triangles in the mesh, for legibility in final plot\n", " for child in ax.get_children():\n", " if isinstance(child, mpl.collections.PolyCollection):\n", " child.set(lw=0.25)\n", " \n", " # mesh_axes.append(ax)\n", "\n", "# Draw observables subplots\n", "# Kp mags subplot\n", "ax_mag_kp = fig.add_subplot(3,1,2)\n", "\n", "ax_mag_kp.plot(\n", " model_phases, modeled_kp_mags,\n", " '-', color='C1',\n", ")\n", "\n", "ax_mag_kp.set_xlim([0, 1])\n", "\n", "ax_mag_kp.invert_yaxis()\n", "ax_mag_kp.set_ylabel(r\"$M_{K'}$\")\n", "\n", "# RVs subplot\n", "ax_rvs = fig.add_subplot(3,1,3)\n", "\n", "ax_rvs.plot(\n", " model_phases, modeled_rvs_star1,\n", " '-', color='C9', label='Star 1',\n", ")\n", "\n", "ax_rvs.plot(\n", " model_phases, modeled_rvs_star2,\n", " '-', color='C3', label='Star 2',\n", ")\n", "\n", "ax_rvs.set_xlabel(f\"Phase (period = {bin_params.period:.1f})\")\n", "ax_rvs.set_xlim([0, 1])\n", "\n", "ax_rvs.set_ylabel(\"Radial Velocity (km/s)\")\n", "\n", "ax_rvs.legend(loc='lower center', ncol=2)\n", "\n", "fig.set_size_inches(8, 8)\n", "fig.tight_layout()\n", "\n", "fig" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:phoebe_py38]", "language": "python", "name": "conda-env-phoebe_py38-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.16" } }, "nbformat": 4, "nbformat_minor": 5 }