HajimeKawahara/exojax

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documents/tutorials/branch.ipynb

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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# R-branch and P-branch of CO"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this tutorial, we learn R and P branches of carbon monooxide. Let's start from ploting the cross section of CO in 1900-2300 cm-1."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-10-02 10:29:55.853116: W external/xla/xla/service/gpu/nvptx_compiler.cc:765] The NVIDIA driver's CUDA version is 12.2 which is older than the ptxas CUDA version (12.6.20). Because the driver is older than the ptxas version, XLA is disabling parallel compilation, which may slow down compilation. You should update your NVIDIA driver or use the NVIDIA-provided CUDA forward compatibility packages.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "xsmode =  lpf\n",
      "xsmode assumes ESLOG in wavenumber space: xsmode=lpf\n",
      "======================================================================\n",
      "The wavenumber grid should be in ascending order.\n",
      "The users can specify the order of the wavelength grid by themselves.\n",
      "Your wavelength grid is in ***  descending  *** order\n",
      "======================================================================\n"
     ]
    }
   ],
   "source": [
    "from exojax.spec.api import MdbExomol\n",
    "from exojax.utils.grids import wavenumber_grid\n",
    "nus,wave,resolution = wavenumber_grid(1900.0,2300.0,150000,xsmode=\"lpf\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here, we use Exomol as the database of CO, excluding weak lines (see crit option). The number of the lines is only 565. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.\n",
      "  warnings.warn(\n",
      "/home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.\n",
      "  warnings.warn(\n",
      "/home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "HITRAN exact name= (12C)(16O)\n",
      "radis engine =  vaex\n",
      "\t\t => Downloading from http://www.exomol.com/db/CO/12C-16O/Li2015/12C-16O__Li2015.def\n",
      "\t\t => Downloading from http://www.exomol.com/db/CO/12C-16O/Li2015/12C-16O__Li2015.pf\n",
      "\t\t => Downloading from http://www.exomol.com/db/CO/12C-16O/Li2015/12C-16O__Li2015.states.bz2\n",
      "\t\t => Downloading from http://www.exomol.com/db/CO/12C-16O/12C-16O__H2.broad\n",
      "\t\t => Downloading from http://www.exomol.com/db/CO/12C-16O/12C-16O__He.broad\n",
      "\t\t => Downloading from http://www.exomol.com/db/CO/12C-16O/12C-16O__air.broad\n",
      "Note: Caching states data to the vaex format. After the second time, it will become much faster.\n",
      "Molecule:  CO\n",
      "Isotopologue:  12C-16O\n",
      "Background atmosphere:  H2\n",
      "ExoMol database:  None\n",
      "Local folder:  /home/kawahara/CO/12C-16O/Li2015\n",
      "Transition files: \n",
      "\t => File 12C-16O__Li2015.trans\n",
      "\t\t => Downloading from http://www.exomol.com/db/CO/12C-16O/Li2015/12C-16O__Li2015.trans.bz2\n",
      "\t\t => Caching the *.trans.bz2 file to the vaex (*.h5) format. After the second time, it will become much faster.\n",
      "\t\t => You can deleted the 'trans.bz2' file by hand.\n",
      "Broadening code level: a0\n",
      "565\n"
     ]
    }
   ],
   "source": [
    "mdb = MdbExomol(\"/home/kawahara/CO/12C-16O/Li2015\",nurange=nus, crit=1.e-25, gpu_transfer=True)\n",
    "print(len(mdb.nu_lines))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Because the number of the lines is small, we use LPF as the opacity calculator. We assume T=1300K and P=1bar."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "from exojax.spec.hitran import line_strength, doppler_sigma\n",
    "from exojax.spec.initspec import init_lpf\n",
    "from exojax.spec.exomol import gamma_exomol, gamma_natural\n",
    "from exojax.spec import molinfo\n",
    "from exojax.spec.lpf import xsvector\n",
    "from exojax.utils.constants import Tref_original\n",
    "\n",
    "Mmol = molinfo.molmass(\"CO\")  # molecular weight\n",
    "Tfix = 1300.0\n",
    "Pfix = 1.0\n",
    "\n",
    "numatrix = init_lpf(mdb.nu_lines, nus)  # initialization of LPF\n",
    "qt = mdb.qr_interp(Tfix, Tref_original)  # partition function ratio\n",
    "Sij = line_strength(\n",
    "    Tfix, mdb.logsij0, mdb.nu_lines, mdb.elower, qt, Tref_original\n",
    ")  # line strength\n",
    "sigmaD = doppler_sigma(mdb.nu_lines, Tfix, Mmol)  # Doppler width\n",
    "gammaL = gamma_exomol(Pfix, Tfix, mdb.n_Texp, mdb.alpha_ref) + gamma_natural(\n",
    "    mdb.A\n",
    ")  # Lorentz width\n",
    "\n",
    "xsv = xsvector(numatrix, sigmaD, gammaL, Sij)  # compute cross section!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7f00bbfd9340>]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "fig=plt.figure(figsize=(15,4))\n",
    "plt.plot(nus,xsv)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is a typical pattern of absorption for a diatomic molecule. These lines are gerenated by the so-called rotational-vibration transitions:\n",
    "\n",
    "$\\nu_{n,J} = \\nu_n + \\nu_J$\n",
    "\n",
    "where $\\nu_n$ is the vibration energy level and $\\nu_J$ is the rotational energy level.\n",
    "Recall the energy levels by a rigid rotation you learned at quantum physics is written as\n",
    "\n",
    "$\\nu_J = B J (J+1)$ \n",
    "\n",
    "where $B = \\frac{h}{8 \\pi^2 \\mu r^2 c} J(J+1)$, just in case. \n",
    "The selection rule allows $\\Delta J = J_{upper} - J_{lower} = \\pm 1$. \n",
    "$\\Delta J = 1$ is called the R-branch, while $\\Delta J = -1$ is the P-branch. \n",
    "Then, the line center of the R-branch as a function of the upper $J$ ($J_{upper}$) is \n",
    "\n",
    "$\\hat{\\nu}^R_{J_{upper}} = \\nu_n + (\\nu_{J_{upper}} - \\nu_{J_{upper}-1}) = \\nu_n + 2 B J_{upper}$ (1)\n",
    "\n",
    "So, ideally, we will see a constant increase of the line center as $J_{upper}$ value. Similaly, \n",
    "On the other hand, we will see a constant decrease for the P-branch as $J_{upper}$.\n",
    "\n",
    "$\\hat{\\nu}^P_{J_{upper}} = \\nu_n + (\\nu_{J_{upper}-1} - \\nu_{J_{upper}}) = \\nu_n - 2 B J_{upper}$ (2)\n",
    "\n",
    "\n",
    "Let's check $\\Delta J$ in mdb:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-1  1]\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "jj = mdb.jupper - mdb.jlower\n",
    "\n",
    "import numpy as np\n",
    "print(np.unique(jj))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Yes, we have the lines only with $\\Delta J = \\pm 1$. Let's plot them separately, using the masking. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "mask_R = jj == 1.0\n",
    "numatrix = init_lpf(mdb.nu_lines[mask_R],nus)\n",
    "xsv_R=xsvector(numatrix,sigmaD[mask_R],gammaL[mask_R],Sij[mask_R])\n",
    "\n",
    "mask_P = jj == -1.0\n",
    "numatrix = init_lpf(mdb.nu_lines[mask_P],nus)\n",
    "xsv_P=xsvector(numatrix,sigmaD[mask_P],gammaL[mask_P],Sij[mask_P])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can see that the left and right peaks correspond to the R- and P- branches, respectively! The line centers as a function of $J_{upper}$ in the lower panel is what we expected in Equations (1) and (2)! "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#c=[\"black\",\"gray\"]\n",
    "c=[\"C0\",\"C1\"]\n",
    "scale=10**-18\n",
    "fig=plt.figure(figsize=(15,8))\n",
    "ax = fig.add_subplot(211)\n",
    "plt.plot(nus,xsv_R/scale,color=c[0],lw=3, label=\"R - branch, $\\Delta J = 1$\")\n",
    "plt.plot(nus,xsv_P/scale,color=c[1], label=\"P - branch, $\\Delta J = -1$\")\n",
    "plt.ylabel(\"cross section (cm2) $\\\\times 10^{-18}$\",fontsize=16)\n",
    "plt.legend(fontsize=16)\n",
    "plt.tick_params(labelsize=16)\n",
    "plt.xlim(nus[0],nus[-1])\n",
    "\n",
    "ax = fig.add_subplot(212)\n",
    "plt.plot(mdb.nu_lines[mask_R],mdb.jupper[mask_R],\".\",color=c[0], label=\"R - branch, $\\Delta J = 1$\")\n",
    "plt.plot(mdb.nu_lines[mask_P],mdb.jupper[mask_P],\"+\",color=c[1], label=\"P - branch, $\\Delta J = -1$\")\n",
    "plt.legend(fontsize=16)\n",
    "plt.tick_params(labelsize=16)\n",
    "plt.xlim(nus[0],nus[-1])\n",
    "plt.xlabel(\"wavenumber (cm-1)\",fontsize=16)\n",
    "plt.ylabel(\"$J_{upper}$\",fontsize=18)\n",
    "\n",
    "#plt.savefig(\"rpbranch.png\", bbox_inches=\"tight\", pad_inches=0.0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## CO band head in K-band"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We are (?) exoplanet astronomers! Check the famous CO bandhead at 2.3 micron!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "xsmode =  lpf\n",
      "xsmode assumes ESLOG in wavenumber space: xsmode=lpf\n",
      "======================================================================\n",
      "The wavenumber grid should be in ascending order.\n",
      "The users can specify the order of the wavelength grid by themselves.\n",
      "Your wavelength grid is in ***  descending  *** order\n",
      "======================================================================\n",
      "HITRAN exact name= (12C)(16O)\n",
      "radis engine =  vaex\n",
      "Molecule:  CO\n",
      "Isotopologue:  12C-16O\n",
      "Background atmosphere:  H2\n",
      "ExoMol database:  None\n",
      "Local folder:  /home/kawahara/CO/12C-16O/Li2015\n",
      "Transition files: \n",
      "\t => File 12C-16O__Li2015.trans\n",
      "Broadening code level: a0\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/kawahara/exojax/src/exojax/spec/unitconvert.py:63: UserWarning: Both input wavelength and output wavenumber are in ascending order.\n",
      "  warnings.warn(\n",
      "/home/kawahara/exojax/src/exojax/utils/molname.py:197: FutureWarning: e2s will be replaced to exact_molname_exomol_to_simple_molname.\n",
      "  warnings.warn(\n",
      "/home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.\n",
      "  warnings.warn(\n",
      "/home/kawahara/exojax/src/exojax/utils/molname.py:91: FutureWarning: exojax.utils.molname.exact_molname_exomol_to_simple_molname will be replaced to radis.api.exomolapi.exact_molname_exomol_to_simple_molname.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "323\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/kawahara/exojax/src/radis/radis/api/exomolapi.py:685: AccuracyWarning: The default broadening parameter (alpha = 0.07 cm^-1 and n = 0.5) are used for J'' > 80 up to J'' = 95\n",
      "  warnings.warn(\n"
     ]
    }
   ],
   "source": [
    "nus,wave,resolution = wavenumber_grid(22900.0,23900.0,100000,unit=\"AA\",xsmode=\"lpf\")\n",
    "mdb = MdbExomol(\"/home/kawahara/CO/12C-16O/Li2015\",nurange=nus, crit=1.e-30,gpu_transfer=True)\n",
    "print(len(mdb.nu_lines))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "numatrix = init_lpf(mdb.nu_lines, nus)  # initialization of LPF\n",
    "qt = mdb.qr_interp(Tfix, Tref_original)  # partition function ratio\n",
    "Sij = line_strength(\n",
    "    Tfix, mdb.logsij0, mdb.nu_lines, mdb.elower, qt, Tref_original\n",
    ")  # line strength\n",
    "sigmaD = doppler_sigma(mdb.nu_lines, Tfix, Mmol)  # Doppler width\n",
    "gammaL = gamma_exomol(Pfix, Tfix, mdb.n_Texp, mdb.alpha_ref) + gamma_natural(\n",
    "    mdb.A\n",
    ")  # Lorentz width"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[-1  1]\n"
     ]
    }
   ],
   "source": [
    "jj = mdb.jupper - mdb.jlower\n",
    "print(np.unique(jj))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "mask_R = jj == 1.0\n",
    "numatrix = init_lpf(mdb.nu_lines[mask_R],nus)\n",
    "xsv_R=xsvector(numatrix,sigmaD[mask_R],gammaL[mask_R],Sij[mask_R])\n",
    "\n",
    "mask_P = jj == -1.0\n",
    "numatrix = init_lpf(mdb.nu_lines[mask_P],nus)\n",
    "xsv_P=xsvector(numatrix,sigmaD[mask_P],gammaL[mask_P],Sij[mask_P])\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can visualize how the bandhead would appear! So... the rigid rotation approximation is no longer valid for higher $J_{upper}$, which creates the bandhead. This is because a faster rotation increases the molecular distance, $r$, due to the centrifugal force then decreases the rotational constant $B = \\frac{h}{8 \\pi^2 \\mu r^2 c} J(J+1)$. It makes the dependence of $J_{upper}$ on Equation (1) weaker than linear, and at some point, reverses it. This critical point corresonds to the band head in the R branch."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#c=[\"black\",\"gray\"]\n",
    "c=[\"C0\",\"C1\"]\n",
    "scale=10**-18\n",
    "fig=plt.figure(figsize=(15,8))\n",
    "ax = fig.add_subplot(211)\n",
    "plt.plot(wave,xsv_R/scale,color=c[0],lw=3, label=\"R - branch, $\\Delta J = 1$\")\n",
    "plt.plot(wave,xsv_P/scale,color=c[1], label=\"P - branch, $\\Delta J = -1$\")\n",
    "plt.ylabel(\"cross section (cm2) $\\\\times 10^{-18}$\",fontsize=16)\n",
    "plt.legend(fontsize=16)\n",
    "plt.tick_params(labelsize=16)\n",
    "#plt.xlim(wave[0],wave[-1])\n",
    "ax = fig.add_subplot(212)\n",
    "plt.plot(1.e8/mdb.nu_lines[mask_R],mdb.jupper[mask_R],\".\",color=c[0], label=\"R - branch, $\\Delta J = 1$\")\n",
    "plt.plot(1.e8/mdb.nu_lines[mask_P],mdb.jupper[mask_P],\"+\",color=c[1], label=\"P - branch, $\\Delta J = -1$\")\n",
    "plt.legend(fontsize=16)\n",
    "plt.tick_params(labelsize=16)\n",
    "#plt.xlim(wave[0],wave[-1])\n",
    "plt.xlabel(\"wavelength ($\\\\AA$)\",fontsize=16)\n",
    "plt.ylabel(\"$J_{upper}$\",fontsize=18)\n",
    "#plt.savefig(\"bandhead.png\", bbox_inches=\"tight\", pad_inches=0.0)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "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": "3.9.19"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "72bc7f8b1808a6f5ada3c6a20601509b8b1843160436d276d47f2ba819b3753b"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}