documents/tutorials/Transmission_beta.ipynb
{
"cells": [
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Computes Transmission Spectra"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"We compute a high-resolution transmission spectrum using HITRAN CO and compare it with the results by the different method (by Yui Kawashima).\n",
"Note that `ArtTransPure` is `art` for the transmission spectrum."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"execution": {
"iopub.execute_input": "2024-01-16T23:33:37.938847Z",
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"shell.execute_reply": "2024-01-16T23:33:40.118073Z"
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"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/kawahara/exojax/src/exojax/spec/dtau_mmwl.py:14: FutureWarning: dtau_mmwl might be removed in future.\n",
" warnings.warn(\"dtau_mmwl might be removed in future.\", FutureWarning)\n"
]
}
],
"source": [
"from jax import config\n",
"import pandas as pd\n",
"import numpy as np\n",
"from exojax.utils.grids import wavenumber_grid\n",
"from exojax.spec.opacalc import OpaPremodit\n",
"from exojax.spec.atmrt import ArtTransPure\n",
"from exojax.utils.constants import RJ, Rs\n",
"from exojax.spec.api import MdbHitran\n",
"from exojax.utils.astrofunc import gravity_jupiter\n",
" \n",
"config.update(\"jax_enable_x64\", True)"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"To load a reference spectrum, we make the following method."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"execution": {
"iopub.execute_input": "2024-01-16T23:33:40.123595Z",
"iopub.status.busy": "2024-01-16T23:33:40.123296Z",
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"shell.execute_reply": "2024-01-16T23:33:40.127125Z"
}
},
"outputs": [],
"source": [
"def read_kawashima_data(filename):\n",
" dat = pd.read_csv(filename, delimiter=\" \")\n",
" wav = dat[\"Wavelength[um]\"]\n",
" mask = (wav > 2.25) & (wav < 2.6)\n",
" return wav[mask], dat[\"Rp/Rs\"][mask]\n"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"The ref file should be in ExoJAX repo."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"execution": {
"iopub.execute_input": "2024-01-16T23:33:40.130422Z",
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"shell.execute_reply": "2024-01-16T23:33:40.132562Z"
}
},
"outputs": [],
"source": [
"filename = \"/home/kawahara/exojax/tests/integration/comparison/transmission/spectrum/CO100percent_500K.dat\""
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"Here is the core code. We define `art` using `ArtTransPure`. \n",
"`art.constant_mmr_profile` sets the mass mixing ratio layer profile to a constant value. Here we assume 100% CO everywhere.\n",
"For a transmission spectrum, the constant gravity assumption is not good approximation. So, we need to compute the gravity profile. \n",
"`art.gravity_profile` does it. After computing opacity, we can use `art.run` to generate the transmission spectrum."
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"execution": {
"iopub.execute_input": "2024-01-16T23:33:40.135581Z",
"iopub.status.busy": "2024-01-16T23:33:40.135228Z",
"iopub.status.idle": "2024-01-16T23:33:40.139240Z",
"shell.execute_reply": "2024-01-16T23:33:40.138807Z"
}
},
"outputs": [],
"source": [
"def compare_with_kawashima_code():\n",
" mu_fid = 28.00863 # mean molecular weight\n",
" T_fid = 500.0\n",
"\n",
" Nx = 50000\n",
" nu_grid, wav, res = wavenumber_grid(\n",
" 22900.0, 24000.0, Nx, unit=\"AA\", xsmode=\"premodit\"\n",
" )\n",
"\n",
" art = ArtTransPure(pressure_top=1.0e-15, pressure_btm=1.0e1, nlayer=100)\n",
" art.change_temperature_range(490.0, 510.0)\n",
" Tarr = T_fid * np.ones_like(art.pressure)\n",
" mmr_arr = art.constant_mmr_profile(1.0)\n",
" gravity_btm = gravity_jupiter(1.0, 1.0)\n",
" radius_btm = RJ\n",
"\n",
" mdb_iso1 = MdbHitran(\"CO\", nu_grid, gpu_transfer=False, isotope=1)\n",
" mdb_iso2 = MdbHitran(\"CO\", nu_grid, gpu_transfer=False, isotope=2)\n",
" mdb_iso4 = MdbHitran(\"CO\", nu_grid, gpu_transfer=False, isotope=4)\n",
" \n",
" mmw = mu_fid * np.ones_like(art.pressure)\n",
" gravity = art.gravity_profile(Tarr, mmw, radius_btm, gravity_btm)\n",
"\n",
" # We include C12 16O, C13 16O, and C12 17O\n",
" opa_iso1 = OpaPremodit(\n",
" mdb=mdb_iso1, nu_grid=nu_grid, auto_trange=[T_fid - 10.0, T_fid + 10.0]\n",
" )\n",
" opa_iso2 = OpaPremodit(\n",
" mdb=mdb_iso2, nu_grid=nu_grid, auto_trange=[T_fid - 10.0, T_fid + 10.0]\n",
" )\n",
" opa_iso4 = OpaPremodit(\n",
" mdb=mdb_iso4, nu_grid=nu_grid, auto_trange=[T_fid - 10.0, T_fid + 10.0]\n",
" )\n",
" \n",
" xsmatrix_iso1 = opa_iso1.xsmatrix(Tarr, art.pressure)\n",
" xsmatrix_iso2 = opa_iso2.xsmatrix(Tarr, art.pressure)\n",
" xsmatrix_iso4 = opa_iso4.xsmatrix(Tarr, art.pressure)\n",
" xsmatrix = xsmatrix_iso1 + xsmatrix_iso2 + xsmatrix_iso4\n",
" dtau = art.opacity_profile_xs(xsmatrix, mmr_arr, opa_iso1.mdb.molmass, gravity)\n",
"\n",
" Rp2 = art.run(dtau, Tarr, mmw, radius_btm, gravity_btm)\n",
" return nu_grid, np.sqrt(Rp2) * radius_btm / Rs"
]
},
{
"attachments": {},
"cell_type": "markdown",
"metadata": {},
"source": [
"Compares the results. Not so bad. "
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {
"execution": {
"iopub.execute_input": "2024-01-16T23:33:40.140931Z",
"iopub.status.busy": "2024-01-16T23:33:40.140605Z",
"iopub.status.idle": "2024-01-16T23:33:46.858165Z",
"shell.execute_reply": "2024-01-16T23:33:46.857752Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_9525/4154571916.py:2: ParserWarning: Falling back to the 'python' engine because the 'c' engine does not support regex separators (separators > 1 char and different from '\\s+' are interpreted as regex); you can avoid this warning by specifying engine='python'.\n",
" dat = pd.read_csv(filename, delimiter=\" \")\n",
"/home/kawahara/exojax/src/exojax/spec/unitconvert.py:62: UserWarning: Both input wavelength and output wavenumber are in ascending order.\n",
" warnings.warn(\n",
"/home/kawahara/exojax/src/exojax/spec/atmrt.py:53: UserWarning: nu_grid is not given. specify nu_grid when using 'run' \n",
" warnings.warn(\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"xsmode = premodit\n",
"xsmode assumes ESLOG in wavenumber space: xsmode=premodit\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",
"integration: simpson\n",
"Simpson integration, uses the chord optical depth at the lower boundary and midppoint of the layers.\n",
"radis engine = vaex\n",
"radis engine = vaex\n",
"radis engine = vaex\n",
"OpaPremodit: params automatically set.\n",
"default elower grid trange (degt) file version: 2\n",
"Robust range: 485.78039920454563 - 680.34913472759 K\n",
"OpaPremodit: Tref_broadening is set to 499.89998999799934 K\n",
"OpaPremodit: gamma_air and n_air are used. gamma_ref = gamma_air/Patm\n",
"# of reference width grid : 7\n",
"# of temperature exponent grid : 2\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"uniqidx: 100%|██████████| 5/5 [00:00<00:00, 8852.48it/s]"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Premodit: Twt= 637.741375149819 K Tref= 510.72954778036876 K\n",
"Making LSD:|####################| 100%\n",
"OpaPremodit: params automatically set.\n",
"default elower grid trange (degt) file version: 2\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Robust range: 485.78039920454563 - 680.34913472759 K\n",
"OpaPremodit: Tref_broadening is set to 499.89998999799934 K\n",
"OpaPremodit: gamma_air and n_air are used. gamma_ref = gamma_air/Patm\n",
"# of reference width grid : 7\n",
"# of temperature exponent grid : 2\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"uniqidx: 100%|██████████| 5/5 [00:00<00:00, 31679.03it/s]\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Premodit: Twt= 637.741375149819 K Tref= 510.72954778036876 K\n",
"Making LSD:|####################| 100%\n",
"OpaPremodit: params automatically set.\n",
"default elower grid trange (degt) file version: 2\n",
"Robust range: 485.78039920454563 - 680.34913472759 K\n",
"OpaPremodit: Tref_broadening is set to 499.89998999799934 K\n",
"OpaPremodit: gamma_air and n_air are used. gamma_ref = gamma_air/Patm\n",
"# of reference width grid : 6\n",
"# of temperature exponent grid : 2\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"uniqidx: 100%|██████████| 4/4 [00:00<00:00, 24745.16it/s]\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Premodit: Twt= 637.741375149819 K Tref= 510.72954778036876 K\n",
"Making LSD:|####################| 100%\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/kawahara/exojax/src/exojax/spec/unitconvert.py:62: UserWarning: Both input wavelength and output wavenumber are in ascending order.\n",
" warnings.warn(\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import matplotlib.pyplot as plt\n",
"\n",
"wav, rprs = read_kawashima_data(filename)\n",
"diffmode = 1\n",
"nus_hitran, Rp_hitran = compare_with_kawashima_code()\n",
"from exojax.spec.unitconvert import nu2wav\n",
"wav_exojax = nu2wav(nus_hitran, unit=\"um\", wavelength_order=\"ascending\")\n",
"fig = plt.figure()\n",
"ax = fig.add_subplot(111)\n",
"ax.plot(wav, rprs * Rs / RJ, label=\"Kawashima\")\n",
"ax.plot(wav_exojax[::-1], Rp_hitran * Rs / RJ, label=\"ExoJAX\",ls=\"dashed\")\n",
"plt.legend()\n",
"plt.xlabel(\"wavenumber cm-1\")\n",
"plt.legend()\n",
"plt.ylabel(\"Rp (RJ)\")\n",
"plt.xlim(2.29,2.35)\n",
"plt.savefig(\"comparison_iso.png\")\n",
"plt.show()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "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"
}
},
"nbformat": 4,
"nbformat_minor": 2
}