HajimeKawahara/exojax

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documents/tutorials/opacity.ipynb

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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Computing CO cross section using HITRAN (opacity calculator = LPF)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This tutorial demonstrates how to compute the opacity of CO using HITRAN step by step, not using `opa`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:18.593500Z",
     "iopub.status.busy": "2024-01-16T23:30:18.592885Z",
     "iopub.status.idle": "2024-01-16T23:30:18.961157Z",
     "shell.execute_reply": "2024-01-16T23:30:18.960498Z"
    }
   },
   "outputs": [],
   "source": [
    "from jax import config\n",
    "config.update(\"jax_enable_x64\", True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:18.963032Z",
     "iopub.status.busy": "2024-01-16T23:30:18.962868Z",
     "iopub.status.idle": "2024-01-16T23:30:20.794894Z",
     "shell.execute_reply": "2024-01-16T23:30:20.794466Z"
    }
   },
   "outputs": [],
   "source": [
    "from exojax.spec.hitran import line_strength, doppler_sigma, gamma_hitran, gamma_natural\n",
    "from exojax.spec import api\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "plt.style.use('bmh')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First of all, set a wavenumber bin in the unit of wavenumber (cm-1).\n",
    "Here we set the wavenumber range as $1000 \\le \\nu \\le 10000$ (1/cm) with the resolution of 0.01 (1/cm). \n",
    "\n",
    "We call moldb instance with the path of par file.\n",
    "If the par file does not exist, moldb will try to download it from HITRAN website."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:20.796791Z",
     "iopub.status.busy": "2024-01-16T23:30:20.796659Z",
     "iopub.status.idle": "2024-01-16T23:30:21.202528Z",
     "shell.execute_reply": "2024-01-16T23:30:21.201879Z"
    },
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "radis engine =  vaex\n"
     ]
    }
   ],
   "source": [
    "# Setting wavenumber bins and loading HITRAN database\n",
    "nu_grid = np.linspace(2000.0, 2150.0, 150000, dtype=np.float64)  #cm-1\n",
    "isotope = 1\n",
    "mdbCO = api.MdbHitran('CO', nu_grid, isotope=isotope, gpu_transfer=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Define molecular weight of CO ($\\sim 12+16=28$), temperature (K), and pressure (bar).\n",
    "Also, we here assume the 100 % CO atmosphere, i.e. the partial pressure = pressure.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:21.204312Z",
     "iopub.status.busy": "2024-01-16T23:30:21.204182Z",
     "iopub.status.idle": "2024-01-16T23:30:21.206351Z",
     "shell.execute_reply": "2024-01-16T23:30:21.205967Z"
    }
   },
   "outputs": [],
   "source": [
    "mean_molecular_weight=28.0 # molecular weight\n",
    "Tfix=1000.0 # we assume T=1000K\n",
    "Pfix=1.e-3 # we compute P=1.e-3 bar\n",
    "Ppart=Pfix #partial pressure of CO. here we assume a 100% CO atmosphere. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "partition function ratio $q(T)$ is defined by \n",
    "\n",
    "$q(T) = Q(T)/Q(T_{ref})$; $T_{ref}$=296 K\n",
    "\n",
    "Here, we use the partition function in mdb"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:21.207884Z",
     "iopub.status.busy": "2024-01-16T23:30:21.207700Z",
     "iopub.status.idle": "2024-01-16T23:30:22.203713Z",
     "shell.execute_reply": "2024-01-16T23:30:22.203097Z"
    }
   },
   "outputs": [],
   "source": [
    "from exojax.utils.constants import Tref_original\n",
    "qt=mdbCO.qr_interp(isotope,Tfix, Tref_original)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let us compute the line strength S(T) at temperature of Tfix.\n",
    "\n",
    "$S (T;s_0,\\nu_0,E_l,q(T)) = S_0 \\frac{Q(T_{ref})}{Q(T)} \\frac{e^{- h c E_l /k_B T}}{e^{- h c E_l /k_B T_{ref}}} \\frac{1- e^{- h c \\nu /k_B T}}{1-e^{- h c \\nu /k_B T_{ref}}}= q_r(T)^{-1} e^{ s_0 - c_2 E_l (T^{-1} - T_{ref}^{-1})}  \\frac{1- e^{- c_2 \\nu_0/ T}}{1-e^{- c_2 \\nu_0/T_{ref}}}$\n",
    "\n",
    "$s_0=\\log_{e} S_0$ : logsij0\n",
    "\n",
    "$\\nu_0$: nu_lines\n",
    "\n",
    "$E_l$ : elower\n",
    "\n",
    "Why the input is $s_0 = \\log_{e} S_0$ instead of $S_0$ in SijT? This is because the direct value of $S_0$ is quite small and we need to use float32 for jax.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:22.205639Z",
     "iopub.status.busy": "2024-01-16T23:30:22.205498Z",
     "iopub.status.idle": "2024-01-16T23:30:22.275930Z",
     "shell.execute_reply": "2024-01-16T23:30:22.275320Z"
    }
   },
   "outputs": [],
   "source": [
    "Sij=line_strength(Tfix,mdbCO.logsij0,mdbCO.nu_lines,mdbCO.elower,qt,Tref_original)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Then, compute the Lorentz gamma factor (pressure+natural broadening)\n",
    "\n",
    "$\\gamma_L = \\gamma^p_L + \\gamma^n_L$\n",
    "\n",
    "where the pressure broadning \n",
    "\n",
    "$\\gamma^p_L = (T/296K)^{-n_{air}} [ \\alpha_{air} ( P - P_{part})/P_{atm} + \\alpha_{self} P_{part}/P_{atm}]$\n",
    "\n",
    "$P_{atm}$: 1 atm in the unit of bar (i.e. = 1.01325)\n",
    "\n",
    "and the natural broadening\n",
    "\n",
    "$\\gamma^n_L = \\frac{A}{4 \\pi c}$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:22.277825Z",
     "iopub.status.busy": "2024-01-16T23:30:22.277687Z",
     "iopub.status.idle": "2024-01-16T23:30:22.420324Z",
     "shell.execute_reply": "2024-01-16T23:30:22.419725Z"
    }
   },
   "outputs": [],
   "source": [
    "gammaL = gamma_hitran(\n",
    "    Pfix, Tfix, Ppart, mdbCO.n_air, mdbCO.gamma_air, mdbCO.gamma_self\n",
    ") + gamma_natural(mdbCO.A)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Thermal broadening\n",
    "\n",
    "$\\sigma_D^{t} = \\sqrt{\\frac{k_B T}{M m_u}} \\frac{\\nu_0}{c}$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:22.422189Z",
     "iopub.status.busy": "2024-01-16T23:30:22.422023Z",
     "iopub.status.idle": "2024-01-16T23:30:22.475836Z",
     "shell.execute_reply": "2024-01-16T23:30:22.475232Z"
    }
   },
   "outputs": [],
   "source": [
    "# thermal doppler sigma\n",
    "sigmaD = doppler_sigma(mdbCO.nu_lines, Tfix, mean_molecular_weight)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Then, the line center...\n",
    "\n",
    "In HITRAN database, a slight pressure shift can be included using $\\delta_{air}$:\n",
    "$\\nu_0(P) = \\nu_0 + \\delta_{air} P$. But this shift is quite a bit. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:22.477688Z",
     "iopub.status.busy": "2024-01-16T23:30:22.477551Z",
     "iopub.status.idle": "2024-01-16T23:30:22.479766Z",
     "shell.execute_reply": "2024-01-16T23:30:22.479367Z"
    }
   },
   "outputs": [],
   "source": [
    "#line center\n",
    "nu0=mdbCO.nu_lines\n",
    "#Use below if you wanna include a slight pressure line shift\n",
    "#nu0=mdbCO.nu_lines+mdbCO.delta_air*Pfix "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ExoJAX contains several opacity calculators. The most primitive one is Direct LPF (line profile). \n",
    "You can use OpaDirect for Direct LPF, but here we manually call functions used in Direct LPF.\n",
    "Each of these opacity calculators requires unique initial information. `spec.initspec` module contains the initialization procedures for the calculators. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:22.481736Z",
     "iopub.status.busy": "2024-01-16T23:30:22.481393Z",
     "iopub.status.idle": "2024-01-16T23:30:22.800038Z",
     "shell.execute_reply": "2024-01-16T23:30:22.799538Z"
    }
   },
   "outputs": [],
   "source": [
    "from exojax.spec.initspec import init_lpf\n",
    "from exojax.spec.lpf import xsvector\n",
    "\n",
    "numatrix = init_lpf(mdbCO.nu_lines, nu_grid)\n",
    "xsv = xsvector(numatrix, sigmaD, gammaL, Sij)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot it!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:22.801946Z",
     "iopub.status.busy": "2024-01-16T23:30:22.801781Z",
     "iopub.status.idle": "2024-01-16T23:30:23.896019Z",
     "shell.execute_reply": "2024-01-16T23:30:23.895504Z"
    }
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig=plt.figure(figsize=(10,3))\n",
    "ax=fig.add_subplot(111)\n",
    "plt.plot(nu_grid,xsv,lw=0.5,label=\"exojax\")\n",
    "plt.yscale(\"log\")\n",
    "plt.xlabel(\"wavenumber ($cm^{-1}$)\")\n",
    "plt.ylabel(\"cross section ($cm^{2}$)\")\n",
    "plt.legend(loc=\"upper left\")\n",
    "plt.savefig(\"co_hitran.pdf\", bbox_inches=\"tight\", pad_inches=0.0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-01-16T23:30:23.920415Z",
     "iopub.status.busy": "2024-01-16T23:30:23.920219Z",
     "iopub.status.idle": "2024-01-16T23:30:24.255391Z",
     "shell.execute_reply": "2024-01-16T23:30:24.254928Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x300 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig=plt.figure(figsize=(10,3))\n",
    "ax=fig.add_subplot(111)\n",
    "plt.plot(1.e8/nu_grid,xsv,lw=1,label=\"exojax\")\n",
    "plt.yscale(\"log\")\n",
    "plt.xlabel(\"wavelength ($\\AA$)\")\n",
    "plt.ylabel(\"cross section ($cm^{2}$)\")\n",
    "plt.xlim(47000.,47500)\n",
    "plt.legend(loc=\"upper left\")\n",
    "plt.savefig(\"co_hitran.pdf\", bbox_inches=\"tight\", pad_inches=0.0)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.8.8 ('base')",
   "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": "3.10.9"
  },
  "vscode": {
   "interpreter": {
    "hash": "72bc7f8b1808a6f5ada3c6a20601509b8b1843160436d276d47f2ba819b3753b"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}