{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 3. RS CVn Stars Spectral Energy Distributions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3.1. Notebook setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "import matplotlib as mpl\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3.2. <a href=\"https://www.dropbox.com/sh/hkkdw1pdpt76kfb/AACVh44utUvSsedKgkMG8UeJa?dl=0\">Download data</a>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Unzip the contents into a folder named <font color='green'>data</font> in the same level as the notebooks folder. The directory structure should end up looking like the following: \n",
    "```\n",
    "thermal-gs\n",
    "├── data\n",
    "│   ├── HR1099_data.txt\n",
    "│   ├── HR1099_I_models.txt\n",
    "│   ├── HR1099_V_models.txt\n",
    "│   ├── model_sed_freqs.txt\n",
    "│   ├── thermal-gs.mplstyle\n",
    "│   ├── UXArietis_data.txt\n",
    "│   ├── UXArietis_I_models.txt\n",
    "│   ├── UXArietis_V_models.txt\n",
    "│   ├── ...\n",
    "├── figures\n",
    "│   ├── HR1099_SED.pdf\n",
    "│   ├── HR1099_SED.png\n",
    "│   ├── UXArietis_SED.pdf\n",
    "│   ├── UXArietis_SED.png\n",
    "│   ├── ...\n",
    "├── notebooks\n",
    "│   ├── rs-cvn_seds.ipynb\n",
    "│   ├── ...\n",
    ".\n",
    ".\n",
    "."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3.3. Load"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "freqs_model = np.loadtxt('../data/model_sed_freqs.txt').T\n",
    "HR_I_models = np.loadtxt('../data/HR1099_I_models.txt')\n",
    "HR_V_models = np.loadtxt('../data/HR1099_V_models.txt')\n",
    "freqs_obs, HR_I_obs, HR_sI_obs, HR_V_obs, HR_sV_obs = np.loadtxt('../data/HR1099_data.txt', unpack=True)\n",
    "\n",
    "UX_I_models = np.loadtxt('../data/UXArietis_I_models.txt')\n",
    "UX_V_models = np.loadtxt('../data/UXArietis_V_models.txt')\n",
    "freqs_obs, UX_I_obs, UX_sI_obs, UX_V_obs, UX_sV_obs = np.loadtxt('../data/UXArietis_data.txt', unpack=True)\n",
    "\n",
    "plt.style.use('../data/thermal-gs.mplstyle')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3.4. Plot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 3200x1600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax = plt.subplots(2, 2, figsize=(8, 4), sharex=True)\n",
    "fig.subplots_adjust(hspace=0.03, wspace=0.2)\n",
    "\n",
    "# HR 1099\n",
    "cmap = mpl.cm.get_cmap('Blues')\n",
    "\n",
    "# Stokes I  \n",
    "ax[0][0].set_ylabel('Stokes I [mJy]')\n",
    "ax[0][0].set_xlim(10, 50)\n",
    "ax[0][0].set_ylim(5.01, 30)\n",
    "\n",
    "ax[0][0].set_xscale('log')\n",
    "ax[0][0].set_yscale('log')\n",
    "ax[0][0].xaxis.set_major_formatter(mpl.ticker.FormatStrFormatter('%i'))\n",
    "ax[0][0].xaxis.set_minor_formatter(mpl.ticker.NullFormatter())\n",
    "ax[0][0].yaxis.set_major_formatter(mpl.ticker.FormatStrFormatter('%3.3g'))\n",
    "ax[0][0].yaxis.set_minor_formatter(mpl.ticker.NullFormatter())\n",
    "ax[0][0].xaxis.set_major_locator(mpl.ticker.LogLocator(base=10, numticks=5, subs=[1, 2, 3, 4, 5]))\n",
    "ax[0][0].xaxis.set_minor_locator(mpl.ticker.LogLocator(base=10, numticks=25, subs=np.arange(1, 25)*0.2))\n",
    "ax[0][0].yaxis.set_major_locator(mpl.ticker.LogLocator(base=10, numticks=3, subs=[1, 2, 3, 4, 5]))\n",
    "ax[0][0].yaxis.set_minor_locator(mpl.ticker.LogLocator(base=10, numticks=15, subs=np.arange(1, 15)*0.2))\n",
    "ax[0][0].grid()\n",
    "\n",
    "for i in range(len(HR_I_models)):\n",
    "    ax[0][0].plot(freqs_model, HR_I_models[i], color='black', alpha=0.1)\n",
    "ax[0][0].errorbar(freqs_obs, HR_I_obs, yerr=HR_sI_obs, color=cmap(0.75), marker='o', linestyle='')\n",
    "\n",
    "# Stokes V/I\n",
    "ax[1][0].set_xlabel('Frequency [GHz]')\n",
    "ax[1][0].set_ylabel('Stokes V/I')\n",
    "ax[1][0].set_ylim(0.001, 0.5)\n",
    "\n",
    "ax[1][0].set_xscale('log')\n",
    "ax[1][0].xaxis.set_major_formatter(mpl.ticker.ScalarFormatter())\n",
    "ax[1][0].xaxis.set_minor_formatter(mpl.ticker.NullFormatter())\n",
    "ax[1][0].yaxis.set_major_formatter(mpl.ticker.FormatStrFormatter('%3.3g'))\n",
    "ax[1][0].yaxis.set_minor_formatter(mpl.ticker.NullFormatter())\n",
    "ax[1][0].xaxis.set_major_locator(mpl.ticker.LogLocator(base=10, numticks=5, subs=[1, 2, 3, 4, 5]))\n",
    "ax[1][0].xaxis.set_minor_locator(mpl.ticker.LogLocator(base=10, numticks=25, subs=np.arange(1, 25)*0.2))\n",
    "ax[1][0].yaxis.set_major_locator(mpl.ticker.MultipleLocator(0.1))\n",
    "ax[1][0].yaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.02))\n",
    "ax[1][0].grid()\n",
    "\n",
    "for i in range(len(HR_V_models)):\n",
    "    ax[1][0].plot(freqs_model, HR_V_models[i]/HR_I_models[i], color='black', alpha=0.1)\n",
    "ax[1][0].errorbar(freqs_obs, HR_V_obs/HR_I_obs, yerr=np.sqrt((HR_sI_obs/HR_I_obs)**2+(HR_sV_obs/HR_V_obs)**2)*np.abs(HR_V_obs/HR_I_obs), \n",
    "    color=cmap(0.75), marker='o', linestyle='')\n",
    "\n",
    "# UX Arietis\n",
    "cmap = mpl.cm.get_cmap('Greens')\n",
    "\n",
    "# Stokes I  \n",
    "ax[0][1].set_xlim(10, 50)\n",
    "ax[0][1].set_ylim(20.01, 90)\n",
    "\n",
    "ax[0][1].set_xscale('log')\n",
    "ax[0][1].set_yscale('log')\n",
    "ax[0][1].xaxis.set_major_formatter(mpl.ticker.FormatStrFormatter('%i'))\n",
    "ax[0][1].xaxis.set_minor_formatter(mpl.ticker.NullFormatter())\n",
    "ax[0][1].yaxis.set_major_formatter(mpl.ticker.FormatStrFormatter('%3.3g'))\n",
    "ax[0][1].yaxis.set_minor_formatter(mpl.ticker.NullFormatter())\n",
    "ax[0][1].xaxis.set_major_locator(mpl.ticker.LogLocator(base=10, numticks=5, subs=[1, 2, 3, 4, 5]))\n",
    "ax[0][1].xaxis.set_minor_locator(mpl.ticker.LogLocator(base=10, numticks=25, subs=np.arange(1, 25)*0.2))\n",
    "ax[0][1].yaxis.set_major_locator(mpl.ticker.LogLocator(base=10, numticks=5, subs=[2, 3, 4, 6, 8]))\n",
    "ax[0][1].yaxis.set_minor_locator(mpl.ticker.LogLocator(base=10, numticks=43, subs=np.arange(2, 45)*0.2))\n",
    "ax[0][1].grid()\n",
    "\n",
    "for i in range(len(UX_I_models)):\n",
    "    ax[0][1].plot(freqs_model, UX_I_models[i], color='black', alpha=0.1)\n",
    "ax[0][1].errorbar(freqs_obs, UX_I_obs, yerr=UX_sI_obs, color=cmap(0.75), marker='o', linestyle='')\n",
    "\n",
    "# Stokes V/I\n",
    "ax[1][1].set_xlabel('Frequency [GHz]')\n",
    "ax[1][1].set_ylim(-0.001, -0.2)\n",
    "\n",
    "ax[1][1].set_xscale('log')\n",
    "ax[1][1].xaxis.set_major_formatter(mpl.ticker.ScalarFormatter())\n",
    "ax[1][1].xaxis.set_minor_formatter(mpl.ticker.NullFormatter())\n",
    "ax[1][1].yaxis.set_major_formatter(mpl.ticker.FormatStrFormatter('%3.3g'))\n",
    "ax[1][1].yaxis.set_minor_formatter(mpl.ticker.NullFormatter())\n",
    "ax[1][1].xaxis.set_major_locator(mpl.ticker.LogLocator(base=10, numticks=5, subs=[1, 2, 3, 4, 5]))\n",
    "ax[1][1].xaxis.set_minor_locator(mpl.ticker.LogLocator(base=10, numticks=25, subs=np.arange(1, 25)*0.2))\n",
    "ax[1][1].yaxis.set_major_locator(mpl.ticker.MultipleLocator(0.05))\n",
    "ax[1][1].yaxis.set_minor_locator(mpl.ticker.MultipleLocator(0.01))\n",
    "ax[1][1].grid()\n",
    "\n",
    "for i in range(len(UX_V_models)):\n",
    "    ax[1][1].plot(freqs_model, UX_V_models[i]/UX_I_models[i], color='black', alpha=0.1)\n",
    "ax[1][1].errorbar(freqs_obs, UX_V_obs/UX_I_obs, yerr=np.sqrt((UX_sI_obs/UX_I_obs)**2+(UX_sV_obs/UX_V_obs)**2)*np.abs(UX_V_obs/UX_I_obs), \n",
    "    marker='o', color=cmap(0.75), linestyle='')\n",
    "\n",
    "# Final setup\n",
    "fig.text(0.25, -0.05, '(a) HR 1099', fontsize=10) \n",
    "fig.text(0.67, -0.05, '(b) UX Arietis', fontsize=10) \n",
    "fig.set_facecolor('white')\n",
    "plt.savefig('../figures/rs-cvn_seds.png', bbox_inches='tight')\n",
    "plt.savefig('../figures/rs-cvn_seds.pdf', bbox_inches='tight')\n",
    "plt.show()"
   ]
  }
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