Created
January 4, 2023 20:01
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My first attempt at ice modeling
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "35322131-0f8c-4275-9889-9e1877886849", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import mysg\n", | |
"from astropy.table import Table\n", | |
"from astropy import units as u, constants\n", | |
"import pylab as pl\n", | |
"import requests" | |
] | |
}, | |
{ | |
"cell_type": "raw", | |
"id": "0491b039-d3b2-4e9b-83f8-94209ce3e172", | |
"metadata": { | |
"tags": [] | |
}, | |
"source": [ | |
"# debug / used during development \n", | |
"atmo_model = mysg.atmosphere.interp_atmos(2500)\n", | |
"phx4000 = Table(mysg.atmosphere.interp_atmos(4000))\n", | |
"phx4000['nu'].unit = u.Hz\n", | |
"phx4000['fnu'].unit = u.erg/u.s/u.cm**2/u.Hz" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "1b9f131f-8516-4f93-b61c-4a14706ebfc0", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"xarr = np.linspace(1, 28, 15000)*u.um" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "3416514a-0526-476d-b477-5460319264fa", | |
"metadata": { | |
"tags": [] | |
}, | |
"outputs": [], | |
"source": [ | |
"def atmo_model(temperature, xarr=np.linspace(1, 28, 15000)*u.um):\n", | |
" \"\"\"\n", | |
" use https://github.com/astrofrog/mysg to load Kurucz & Phoenix models and interpolate them\n", | |
" to a specified temperature\n", | |
" \n", | |
" then, interpolate those onto a finely-sampled(ish) wavelength grid that covers the JWST filters\n", | |
" \n", | |
" (the default spectral grid has essentially no sampling from 10-25 microns)\n", | |
" \"\"\"\n", | |
" mod = Table(mysg.atmosphere.interp_atmos(temperature))\n", | |
" mod['nu'].unit = u.Hz \n", | |
" mod['fnu'].unit = u.erg/u.s/u.cm**2/u.Hz\n", | |
" inds = np.argsort(mod['nu'])\n", | |
" xarrhz = xarr.to(u.Hz, u.spectral())\n", | |
" mod = Table({'fnu': np.interp(xarrhz, mod['nu'].quantity[inds], mod['fnu'].quantity[inds]),\n", | |
" 'nu': xarrhz},\n", | |
" meta={'temperature': temperature})\n", | |
" \n", | |
" return mod" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"id": "340b8e66-42ad-49f8-9bb7-16f4ac061b73", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"phx4000 = atmo_model(4000)" | |
] | |
}, | |
{ | |
"cell_type": "raw", | |
"id": "dbc9cc47-4803-47bc-875d-c42c4e84a0c6", | |
"metadata": {}, | |
"source": [ | |
"tbl = Table.read(f'{mysg.atmosphere.DATA_PATH}/atmos/phoenix/pt02000g+4.0z-2.0.hdf5', path='Table')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"id": "bae9058c-bc9a-4c24-a7eb-4a5eb4981b41", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# \"https://raw.githubusercontent.com/willastro/ifw_miri_gto_pstars/main/nk/co2-a-Gerakines2020.txt\",\n", | |
"molecule_data = {'ch3oh':\n", | |
" {'url': 'https://raw.githubusercontent.com/willastro/ifw_miri_gto_pstars/main/nk/ch3oh-a-Gerakines2020.txt',\n", | |
" 'molwt': (12+4+16)*u.Da,},\n", | |
" 'co2':\n", | |
" {'url': 'https://raw.githubusercontent.com/willastro/ifw_miri_gto_pstars/main/nk/co2-a-Gerakines2020.txt',\n", | |
" 'molwt': (12+2*16)*u.Da,},\n", | |
" 'ch4':\n", | |
" {'url': 'https://raw.githubusercontent.com/willastro/ifw_miri_gto_pstars/main/nk/ch4-a-Gerakines2020.txt',\n", | |
" 'molwt': (12+4)*u.Da,},\n", | |
" 'co':\n", | |
" {'url': 'https://raw.githubusercontent.com/willastro/ifw_miri_gto_pstars/main/nk/co-a-Palumbo2006.txt',\n", | |
" 'molwt': (12+16)*u.Da,},\n", | |
" 'h2o':\n", | |
" {'url': 'https://raw.githubusercontent.com/willastro/ifw_miri_gto_pstars/main/nk/h2o-a-Hudgins1993.txt',\n", | |
" 'molwt': (16+2)*u.Da,},\n", | |
" 'h2o_b':\n", | |
" {'url': 'https://raw.githubusercontent.com/willastro/ifw_miri_gto_pstars/main/nk/h2o_Rocha.txt',\n", | |
" 'molwt': (16+2)*u.Da,},\n", | |
" 'nh3':\n", | |
" {'url': 'https://raw.githubusercontent.com/willastro/ifw_miri_gto_pstars/main/nk/nh3_Roser_2021.txt',\n", | |
" 'molwt': (14+3)*u.Da,\n", | |
" 'density': 0.8*u.g/u.cm**3, # Satorre+2013 via Roser+2021 \n", | |
" },\n", | |
" }" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 29, | |
"id": "8e55bd36-5107-436d-908d-7a013e5070ff", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"cache = {}\n", | |
"def load_molecule(molname):\n", | |
" \"\"\"\n", | |
" Load a molecule based on its name from the dictionary of molecular data files above\n", | |
" \"\"\"\n", | |
" if molname in cache:\n", | |
" return cache[molname]\n", | |
" url = molecule_data[molname]['url']\n", | |
" consts = Table.read(url, format='ascii', data_start=13)\n", | |
" if 'col1' in consts.colnames:\n", | |
" consts['col1'].unit = u.um\n", | |
" consts.rename_column('col1', 'Wavelength')\n", | |
" consts.rename_column('col2', 'n')\n", | |
" consts.rename_column('col3', 'k')\n", | |
" elif 'WaveNum' in consts.colnames:\n", | |
" consts['Wavelength'] = consts['WaveNum'].quantity.to(u.um, u.spectral())\n", | |
" if 'density' in molecule_data[molname]:\n", | |
" consts.meta['density'] = molecule_data[molname]['density']\n", | |
" else:\n", | |
" lines = requests.get(url).text.split('\\n')\n", | |
" for line in lines:\n", | |
" if not line.startswith(\"#\"):\n", | |
" break\n", | |
" density = float(line.split()[1])*u.g/u.cm**3\n", | |
" consts.meta['density'] = density\n", | |
" cache[molname] = consts\n", | |
" return consts" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"id": "01edf6e9-9dca-4626-88ec-99ad16c14cca", | |
"metadata": { | |
"tags": [] | |
}, | |
"outputs": [], | |
"source": [ | |
"nh3_consts = load_molecule('nh3')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"id": "3f1a4dab-84d5-4a38-91ac-617353daaf8d", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"co2_consts = load_molecule('co2')" | |
] | |
}, | |
{ | |
"cell_type": "raw", | |
"id": "73a48b28-4cd4-43bb-bdbd-ae8c8a9bdf6a", | |
"metadata": {}, | |
"source": [ | |
"# old debug code (used during development)\n", | |
"\n", | |
"co2_consts = Table.read(\"https://raw.githubusercontent.com/willastro/ifw_miri_gto_pstars/main/nk/co2-a-Gerakines2020.txt\",\n", | |
" format='ascii', data_start=13)\n", | |
"co2_consts['col1'].unit = u.um\n", | |
"co2_consts.rename_column('col1', 'Wavelength')\n", | |
"co2_consts.rename_column('col2', 'n')\n", | |
"co2_consts.rename_column('col3', 'k')\n", | |
"density = float(requests.get(\"https://raw.githubusercontent.com/willastro/ifw_miri_gto_pstars/main/nk/co2-a-Gerakines2020.txt\").text.split('\\n')[13].split()[1])*u.g/u.cm**3\n", | |
"co2_consts.meta['density'] = density" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "6475390e-984d-4566-9b61-a320e4af9ba4", | |
"metadata": {}, | |
"source": [ | |
"### Ice Shapes\n", | |
"S4.4 of Gerakines & Hudson 2020 (https://iopscience.iop.org/article/10.3847/1538-4357/abad39) gives \"IR absorption coefficient α(ν̃) (in cm−1)\":\n", | |
"$$\\alpha(\\tilde{\\nu}) = 4 \\pi \\tilde{\\nu} k(\\tilde{\\nu})$$\n", | |
"and the band strength A (in cm molecule−1):\n", | |
"$$A = \\frac{1}{\\rho_N} \\int_{band} \\alpha(\\tilde{\\nu})d \\tilde{\\nu}$$" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "c273bff7-5752-4271-aa43-8ff69563278e", | |
"metadata": {}, | |
"source": [ | |
"Some algebra to get $\\tau$, the observable, from the data:\n", | |
"\n", | |
"$$A N = \\int \\tau_\\nu d\\nu$$\n", | |
"\n", | |
"$$\\frac{d}{d\\nu} A N = \\frac{d}{d\\nu}\\int \\tau_\\nu d\\nu$$\n", | |
"\n", | |
"$$N \\frac{d}{d\\nu} A = \\tau_\\nu $$\n", | |
"\n", | |
"$$N \\frac{\\alpha_\\nu}{\\rho_N} = \\tau_\\nu $$" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "c69ee79c-e054-4cb4-abb0-abff9354e52f", | |
"metadata": {}, | |
"source": [ | |
"$$\\tau_\\nu = N \\frac{\\alpha_\\nu}{\\rho_N} = N \\frac{4 \\pi \\tilde{\\nu} k}{\\rho_N}$$" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"id": "9397937a-aec2-48b7-91ee-7f213e80140b", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def absorbed_spectrum2(ice_column,\n", | |
" ice_model_table,\n", | |
" spectrum=phx4000['fnu'],\n", | |
" xarr=u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" molecular_weight=44*u.Da,\n", | |
" return_tau=False):\n", | |
" \"\"\"\n", | |
" Use an opacity grid to obtain a model absorbed spectrum\n", | |
" \n", | |
" Parameters\n", | |
" ----------\n", | |
" ice_column : column density, cm^-2\n", | |
" ice_model_table : table\n", | |
" A table with Wavelength and 'k' constant columns and 'density' in the metadata\n", | |
" (in units of g/cm^3)\n", | |
" molecular_weight : u.g equivalent\n", | |
" The molecule mass\n", | |
" \"\"\"\n", | |
" xarr_icm = xarr.to(u.cm**-1, u.spectral())\n", | |
" dx_icm = np.abs(xarr_icm[1]-xarr_icm[0])\n", | |
" inds = np.argsort(ice_model_table['Wavelength'].quantity)\n", | |
" kay = np.interp(xarr.to(u.um),\n", | |
" ice_model_table['Wavelength'].quantity[inds],\n", | |
" ice_model_table['k'][inds])\n", | |
" tau = (kay * xarr_icm * 4 * np.pi * ice_column / (ice_model_table.meta['density'] / molecular_weight)).decompose()\n", | |
" if return_tau:\n", | |
" return tau\n", | |
"\n", | |
" absorbed_spectrum = ((np.exp(-tau)) * spectrum)\n", | |
" return absorbed_spectrum" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"id": "e377f054-e007-4c94-909a-623409369eca", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(2.0, 25.0)" | |
] | |
}, | |
"execution_count": 11, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"# debug/sanity check plot: used to determine whether the grid was appropriately sampled\n", | |
"\n", | |
"pl.plot(co2_consts['Wavelength'], co2_consts['k'])\n", | |
"xarr = u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral())\n", | |
"ice_column = 5e17*u.cm**-2\n", | |
"molecular_weight=44*u.Da\n", | |
"\n", | |
"pl.plot(xarr,\n", | |
" absorbed_spectrum2(ice_column, co2_consts, molecular_weight=molecular_weight, return_tau=True,\n", | |
" xarr=xarr))\n", | |
"\n", | |
"# DEBUG\n", | |
"ice_model_table = co2_consts\n", | |
"xarr_icm = xarr.to(u.cm**-1, u.spectral())\n", | |
"dx_icm = np.abs(xarr_icm[1]-xarr_icm[0])\n", | |
"inds = np.argsort(ice_model_table['Wavelength'].quantity)\n", | |
"kay = np.interp(xarr.to(u.um),\n", | |
" ice_model_table['Wavelength'].quantity[inds],\n", | |
" ice_model_table['k'][inds])\n", | |
"tau = (kay * xarr_icm * 4 * np.pi * ice_column / (ice_model_table.meta['density'] / molecular_weight)).decompose()\n", | |
"pl.plot(xarr, tau)\n", | |
"pl.plot(xarr, kay, '.')\n", | |
"pl.plot(ice_model_table['Wavelength'].quantity[inds],\n", | |
" ice_model_table['k'][inds])\n", | |
"\n", | |
"pl.xlim(2,25)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"id": "c0bec6bc-464f-423a-b06a-60372b5cbc94", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(1.0, 25)" | |
] | |
}, | |
"execution_count": 12, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()), phx4000['fnu'], label=\"Phoenix T=4000 K\")\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" absorbed_spectrum2(5e17*u.cm**-2, co2_consts, molecular_weight=(12+16*2)*u.Da),\n", | |
" label=\"Phoenix T=4000 K, N(CO$_2$)=$5\\\\times10^{17}$ cm$^{-2}$\")\n", | |
"pl.title(\"First basic example: Phoenix 4000 vs same absorbed by CO2\")\n", | |
"pl.legend()\n", | |
"pl.ylim(1e-17, 3.5e-15)\n", | |
"pl.xlim(1.0, 25)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"id": "c9159bda-138d-481e-a266-6d861e5631db", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(1.0, 25)" | |
] | |
}, | |
"execution_count": 13, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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| |
"text/plain": [ | |
"<Figure size 1200x800 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"pl.figure(dpi=200)\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()), phx4000['fnu'], label=\"Phoenix T=4000 K\")\n", | |
"\n", | |
"for molecule, md in molecule_data.items():\n", | |
" #print(molecule, md)\n", | |
" consts = load_molecule(molecule)\n", | |
" spec = absorbed_spectrum2(5e17*u.cm**-2, consts, molecular_weight=md['molwt'])\n", | |
" pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" spec,\n", | |
" label=f\"Phoenix T=4000 K, N({molecule})=$5\\\\times10^{{17}}$ cm$^{{-2}}$\")\n", | |
"\n", | |
"pl.legend(bbox_to_anchor=[1.0, 1.0])\n", | |
"pl.ylim(1e-16, 3.5e-15)\n", | |
"pl.xlim(1.0, 25)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "45b9142e-6171-477c-8eb4-e91bf426dbf3", | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"id": "9b5f91bc-f625-4a62-b246-355b0caf5b38", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def isscalar(x):\n", | |
" try:\n", | |
" len(x)\n", | |
" return False\n", | |
" except Exception:\n", | |
" return True\n", | |
"\n", | |
"def absorbed_spectrum(ice_column, center, width, ice_bandstrength,\n", | |
" spectrum=phx4000['fnu'],\n", | |
" xarr=u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral())):\n", | |
" tau = np.zeros(xarr.size)\n", | |
" \n", | |
" cens, wids, strengths = center, width, ice_bandstrength\n", | |
" \n", | |
" if not isscalar(center):\n", | |
" for center, width, ice_bandstrength in zip(cens, wids, strengths):\n", | |
" wid_icm = (width / center) * center.to(u.cm**-1, u.spectral())\n", | |
" line_profile = 1/((2*np.pi)**0.5 * wid_icm) * np.exp(-(xarr-center)**2/(2*width**2))\n", | |
" \n", | |
" assert line_profile.unit.is_equivalent(u.cm)\n", | |
" assert ice_bandstrength.unit.is_equivalent(u.cm)\n", | |
" assert ice_column.unit.is_equivalent(u.cm**-2)\n", | |
" \n", | |
" tau = tau + (ice_column * ice_bandstrength * line_profile).decompose()\n", | |
" assert tau.unit is u.dimensionless_unscaled\n", | |
" else:\n", | |
" wid_icm = (width / center) * center.to(u.cm**-1, u.spectral())\n", | |
" line_profile = 1/((2*np.pi)**0.5 * wid_icm) * np.exp(-(xarr-center)**2/(2*width**2))\n", | |
"\n", | |
" # normalize the line profile: tau is peak tau, not integral tau.\n", | |
" # nope line_profile = line_profile / line_profile.max() \n", | |
" tau = tau + (ice_column * ice_bandstrength * line_profile).decompose()\n", | |
" assert tau.unit is u.dimensionless_unscaled\n", | |
"\n", | |
" absorbed_spectrum = ((np.exp(-tau)) * spectrum)\n", | |
" return absorbed_spectrum" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 15, | |
"id": "fbf22206-3207-4941-84db-228e2b10727f", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"7 7 7\n" | |
] | |
}, | |
{ | |
"data": { | |
"text/latex": [ | |
"$[3.4700534,~3.5310734,~3.8505968,~3.9401103,~6.8540096,~8.8652482,~9.7465887] \\; \\mathrm{\\mu m}$" | |
], | |
"text/plain": [ | |
"<Quantity [3.47005344, 3.53107345, 3.85059684, 3.94011032, 6.8540096 ,\n", | |
" 8.86524823, 9.74658869] um>" | |
] | |
}, | |
"execution_count": 15, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"# apolar in CO2, apolar pure CO, polar methanol ice\n", | |
"co_ice_wls_icm = ([2143.7, 2139.9, 2136.5] * u.cm**-1)\n", | |
"co_ice_centers = co_ice_wls = co_ice_wls_icm.to(u.um, u.spectral())\n", | |
"co_ice_widths = (([3.0, 3.5, 10.6] * u.cm**-1)/co_ice_wls_icm * co_ice_wls).to(u.um, u.spectral())\n", | |
"co_ice_bandstrength = 1.1e-17 * u.cm # cm per molecule; Jian+1975 via Boogert+2022\n", | |
"co_ice_bandstrengths = [co_ice_bandstrength/3]*3\n", | |
"co_ice_wls, co_ice_widths\n", | |
"\n", | |
"ocn_center = 4.62*u.um\n", | |
"ocn_width = 100*u.cm**-1 / (ocn_center.to(u.cm**-1, u.spectral())) * ocn_center\n", | |
"ocs_center = 4.90*u.um\n", | |
"ocn_bandstrength = 1.3e-16*u.cm # per molecule; via Boogert+2022 from van Broekhuizen+2004\n", | |
"ocs_bandstrength = 1.5e-16*u.cm # per molecule; via Boogert+2022 from Palumbo+1997\n", | |
"\n", | |
"water_ice_centers_icm = [1666, 3333]*u.cm**-1\n", | |
"water_ice_widths_icm = [160, 390]*u.cm**-1\n", | |
"water_ice_centers = water_ice_centers_icm.to(u.um, u.spectral())\n", | |
"water_ice_widths = (water_ice_widths_icm / water_ice_centers_icm) * water_ice_centers\n", | |
"water_ice_bandstrengths = [1.2e-17, 2e-16]*u.cm\n", | |
"# first is Gerakines+1995 via Boogert+2007\n", | |
"# second Hagen+1981 vis Boogert+2022 - but this is for the 3um band, not the 6um?\n", | |
"nh4_ice_centers = []\n", | |
"nh4_ice_widths = []\n", | |
"nh4_ice_bandstrengths = []\n", | |
"\n", | |
"# Hudgins 1993, with centers & widths from Boogert 2015\n", | |
"# these don't always agree well\n", | |
"# some also come from Allamandola 1992 (2832 from their 2825 in tbl 2, 2597 from footnote of tbl 3)\n", | |
"methanol_ice_centers_icm = [2881.8, 2832, 2597, 2538, 1459, 1128, 1026]*u.cm**-1\n", | |
"methanol_ice_widths_icm = [80, 30, 40, 40, 85, 15, 30]*u.cm**-1\n", | |
"methanol_ice_centers = methanol_ice_centers_icm.to(u.um, u.spectral())\n", | |
"methanol_ice_widths = (methanol_ice_widths_icm / methanol_ice_centers_icm) * methanol_ice_centers\n", | |
"methanol_ice_bandstrengths = [5.6e-18, 4e-18, 2.6e-18, 2.8e-18, 1.2e-17, 1.8e-18, 1.8e-17]*u.cm\n", | |
"print(len(methanol_ice_centers_icm), len(methanol_ice_widths_icm), len(methanol_ice_bandstrengths))\n", | |
"methanol_ice_centers_icm.to(u.um, u.spectral())" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 16, | |
"id": "3d942af4-a5c0-436a-8c25-22314da9fd0e", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(1.0, 25)" | |
] | |
}, | |
"execution_count": 16, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
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\n", | |
"text/plain": [ | |
"<Figure size 1200x800 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"pl.figure(dpi=200)\n", | |
"\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()), phx4000['fnu'], label=\"Phoenix T=4000 K\")\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" absorbed_spectrum(2e18*u.cm**-2, water_ice_centers, water_ice_widths, water_ice_bandstrengths),\n", | |
" label=\"Phoenix T=4000 K, N(H$_2$O)=$2 \\\\times 10^{18}$ cm$^{-2}$\")\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" absorbed_spectrum(2e18*u.cm**-2, co_ice_centers, co_ice_widths, co_ice_bandstrengths),\n", | |
" label=\"Phoenix T=4000 K, N(CO)=$2 \\\\times 10^{18}$ cm$^{-2}$\")\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" absorbed_spectrum(2e17*u.cm**-2, ocn_center, ocn_width, ocn_bandstrength),\n", | |
" label=\"Phoenix T=4000 K, N(OCN)=10$^{17}$ cm$^{-2}$\")\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" absorbed_spectrum(5e18*u.cm**-2, methanol_ice_centers, methanol_ice_widths, methanol_ice_bandstrengths),\n", | |
" label=\"Phoenix T=4000 K, N(CH$_3$OH)=$5\\\\times10^{18}$ cm$^{-2}$\")\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" absorbed_spectrum2(5e18*u.cm**-2, co2_consts),\n", | |
" label=\"Phoenix T=4000 K, N(CO$_2$)=$5\\\\times10^{18}$ cm$^{-2}$\")\n", | |
"\n", | |
"\n", | |
"pl.legend(bbox_to_anchor=[1,1])\n", | |
"pl.ylim(1e-16, 3.5e-15)\n", | |
"pl.xlim(1.0, 25)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 17, | |
"id": "327445d2-aa5a-4201-8c81-a3f6f24544ca", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(1.0, 25)" | |
] | |
}, | |
"execution_count": 17, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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pp556alZ8fLzz8OHDlj///DP0yy+/jF22bFn0jh07QiZOnNiosCDxlltuaZwXaFssFnf//v2PDhw4MDU5OTk7JyfHXL9+feiHH34Y//PPP0dt2bIldODAga2nTZu27YYbbiiyY7K07r///v3vv/9+wpIlS2J+/PHH8B49emQE8vql5f3vhLeoqKgK+XmuSA0aNMhp3rx51tKlS6OLX+2pKjzfp02bluByuXTVVVcdtvp5bwbFy87ONq655prknJwc49FHH93N72PJ8LsEAABKxf9o078/qG6GhsqSkKDcTP8f0HQ7jygip7kmPz9VDz92X4XVCQAAgMLVrVvXceaZZ2YVPNa7d+/0m2++OaVLly6n7Ny5M2TNmjUR77//fsw111xD10MVExIS4vb+8/MnPDzcVZJ1wfDkk0/WXbt2bXhycnLWP//5z9QpU6bUL+4+d955Z9OsrCzTYrG4P//88419+vRJzzs3cODAEy1btsx64oknGu/YsSPkX//6V/0XX3xxb3W4Tnn89ddf9t69e7fJ68y744479r388ssBfxx/YmNjHampqdZvv/02dunSpWHdu3cvc2ePw+HQG2+8UVeSLr300hSLn0k4kjR58uQ6eSFifHy8Y9asWVv87YF26aWXnpgwYcKhX3/9NfTOO+9skpKS4vsfWUnPPPNMYl6IWK9evdxPP/10U7du3Ty+j759+6aNHTv28LRp0+LHjBmTlJOTY4waNSq5TZs2Wd5ry6Njx47Z7dq1y1i/fn34v//977o9evTYHqhrl4W/fyeqo7vuumtf165d088999z0Jk2aODZs2GBv27Zth9JeJ9jPd6fTqffff7+OYRi69dZba8VY05tvvrlxdnZ2iT/NNG7cuAMdOnQotBvU6XTqiiuuSFq5cmXk1VdffXj06NEpgam05uMjZQAAoFT8dyR6TryyN2qk3EL+4+d2nny9G3egk5b98lPgCwQAAECZJSYmOseOHbsv7/ZXX30VE8x6UDNt2rTJ/uyzzzaSpP/85z877HZ7sXtULV68OHzVqlWRknTllVceLvgmfp6JEyceaN68eZYkvf7663Wzs7ONqn6d8li7dm1Ir1698kPEe+65Z29lhYiSdNNNNx3M+7N7+OGHG5XnWp999ln0/v377ZJ0/fXX+31zf9u2bbb777+/qSSFhYW5Fi5cuMFfiFjQmWeemfXjjz9uGjNmzH7vcxs3brRPnDixSd71vvnmmw1FBYOjRo1KmTx58nZJysnJMa6//vrkQO9BecUVV6RI0pdffhl39OjRGvne/cqVK0O7dOnSZu/evSVqcnI4HBowYEDy1KlT48vyeC+99NLeIUOGHGvSpEmZR3VXhef7559/Hr1v3z772WeffaJt27Y5gbx2VTV79uzEd955p8S/duzY4TPqOI/T6dSVV16ZNG/evPhLLrkk5d13391Rmd9LdVcj/zICAAAVxyxBkGhr1KjQPRJdjpMTdgyZWvHz8sAXCAAAgHLp3r17/huku3fvLvRNuYyMDOPhhx+u165du1MiIiLOiIiIOKNDhw6nPPXUU4m5ubmF3S1fVlaW8cwzzySeddZZrePi4jrabLZOCQkJHc8777yWr776arzT6SxRvfPmzYsaNGhQUuPGjTuEhYWdERkZeUbr1q3bjRw5svH27dv9diFJ0t13393QMIzOhmF0Luv38/LLL9fJu8aGDRs8fq+mTZsWn3du2LBhTQurY9OmTfbo6OjTDcPo3Lx58/ZpaWkBffO5Kho5cmTTjIwMc9CgQUeKC4LyfPLJJ3F5X990001+x8laLBZdddVVRyTpxIkTlv/+978+eylUteuU1e+//x5y/vnnt8kL3yZMmLDn+eef31fc/QKpSZMmOUOGDDkkSYsXL45ZvHhxeFmv9cEHH8RLUrNmzbIL27Ps6aefrpeVlWVK0n333bf3jDPOKFG3nMVi0W233eYTTj777LP18sKeu+++e+9pp51W7L52t956a0qPHj2OS9KmTZvC3n///YB+2OKaa645Kp3ct3bOnDmxgbx2VZCWlmb069ev9apVqyJ79erV+sCBA/4/gfw/eR1k8+fPj7/jjjuSlixZUuafsfII9vNdkl5//fUESbr++usPBfK633zzTcRVV13VLCkp6dTIyMgzbDZbp3r16p3Wq1evlk8//XTi4cOHPf6MvP/tTElJMe++++6GrVu3bhceHn5GfHx8x/POO6/lt99+G1Hwfnv27LGOGTOmYcuWLduHhYWdERsbe3rv3r1bLF26NKyw2jIyMn5zu92rSvqrf//+J/xdJ+/n6NNPP63Tv3//lI8//nhbYV3P8I8gEQAAlIrp58WWy+kbJDoKDRK3Kyv1NTlz/lLakWI/eAwAAIBKVrA7zOl0+g21du3aZe3cufMpTzzxROM///wzPCMjw8zIyDDXrl0b/uCDDzbt27dvy6KCwA0bNtjbtWvXbsKECU1XrFgRlZqaanU4HMaRI0esS5YsiRk9enRy165d2xT1JnNGRoYxYMCA5IEDB7aeO3dunT179tizsrLM9PR0c9OmTWHTp0+v165du1Pfe++9Yt/oL+/348+oUaNSBgwYkCKd7KrwFzg4nU4NHTo0+cSJExar1eqeNWvWtsjIyBr9Ivn111+PW7x4cUxMTIzzlVdeKfE+fj///HOkdLJzrEePHj7dQHnOP//8/DeSf/zxx8iqfp2yWLVqVWifPn3aHDp0yCZJEydO3PXUU0/5dNxVhscee2x/aGioSypfV+KyZcuiJOmMM87wGyy7XC599NFHdaSTv+d33nlnucIUl8ulTz75pI4khYaGusaOHVviUZF33nnngbyv33rrrYTy1OGtdevWOQkJCbmStGDBghrXER4ZGemeMGHCHsMwtHHjxrDevXu3PnLkiN+/510ul4YOHdrss88+qyNJAwcOTDn33HODsm9kMJ/vkrR//37LwoULY2NiYpzXXnttaiCumZaWZgwYMCC5b9++bT/88MOEHTt2hKSnp5sOh8M4ePCg7fvvv4954IEHmj711FP1CrvG5s2bbZ06dWr30ksvNdi0aVNYZmamefToUeuSJUtiLr744rZvvvlmnCT98ssvYZ06dWr3n//8p8GWLVtCs7KyzGPHjlkWLVoUe/75558yb968gIauBeWFiHPnzq3Tr1+/o3Pnzt3GvoilR5AIAABKxTAMn/GmPh2JjRsX2pEoSXKnKzd9gYxjhX7wDAAAAEGyevXq/I6P+vXr+x2fdskll7TcsmVL6PXXX39w7ty5G3/88cc/p02bti1vrNvixYtjXnzxRb9vsB87dszs06dP623btoVKUp8+fVJnz569ecmSJX+++eabW88888y0/9URefHFF7dyOHyn0blcLvXr16/F/Pnz4yWpV69ex6ZMmbLtm2+++WvhwoV//etf/9rVoEGDnMzMTPP6669vUVwXS3m+n6LMnDlzZ4MGDXIkafTo0Ul79uzxeCH98MMP1//1118jJWncuHF7g/UmeWU5fPiwZcKECU0k6ZFHHtndoEGDEo8a3LJlS6gkNW3aNNtmK7TRVB07dszvUtuwYUNoVb9Oaf3yyy9hF1xwQZvDhw/bDMPQU089tfPRRx89WN7rllWzZs1yhw0bdkiSli5dGv3111+XOjzZsmWLLW88a5cuXfw+B1atWhWamppq/d+atLi4uHLNFF21alXosWPHLJLUuXPntDp16pT4kwKXXHLJ8bzwdOXKlQELi/Kcdtpp6ZL0yy+/VFi4UhJffPFFXIsWLdqHhYWdERERcUazZs1OHTRoUFJ5Q5+77rrryFNPPbVTktatWxfeu3fvVv7GuA4fPrzpBx98kCBJ/fr1O/rhhx9uN83gxBnBer7nmT59ep3c3FzjsssuOxIWFlbuD5s4nU717du3Zd6/oc2aNct+7LHHdi1YsGDDjz/++OecOXM233777fubNm1aZJfu4MGDWxw4cMA2evTo/V9++eWGH3744c/HHntsV2RkpNPpdGrMmDFJf/31l/3SSy9tmZ2dbY4fP37P119//deiRYv+vOeee/babDZ3Tk6OMXLkyKSsrKyAd+PnjTOdO3dunYsvvvjo3LlztxIilg2/awAAoNRMi9UjPHT5GW1aWEfi31wKO5GjrOxshYaEVECVAAAAKK3c3FxNnjw5v/vgvPPO8zsmbM2aNeFz587dVHCM2Lnnnptx6aWXHmvfvv2pR44csb7++ut1x40b59Plc9999zXcvXt3iCSNGTNm3+TJk/P3dOvRo0fG8OHDj1522WXJX3zxRfxvv/0W8cILLySOHz/eo/vopZdeSvj+++9jrFare86cOZsvv/zy4wXP9+7dO33kyJFHunXr1nbz5s2hY8eObbJq1aoNhX3f5fl+ilKnTh3nG2+8sa1///5tUlJSrNdee23SokWLNkvSjz/+GD5p0qSG0slg5F//+ldQOsry5I2pK4/JkydvHzNmjN+xf5J0xx13ND58+LCtU6dOaXfddVeJfy8zMjKMvBApL5gtTGJiojMsLMyVmZlp5oVTVfU6pbVmzZqwmTNnJqamploNw9CkSZN23HPPPaX6mawIEydO3D979uzEzMxM89FHH23Yt2/fjaW5/+LFi/PDuMKCxJUrV+Z/GOD0008vtCOspAper2PHjqUK8K1Wq9q0aZP5+++/Rxw9etS6fft2W1JSUvHznEvojDPOyFi0aFHswYMHbbt27bL629uvMp6veeFZnp07d4bs3LkzZO7cuXX69OmT+v77728vTQBb0P33338oMzPTfPzxxxv//vvvERdccEGrxYsXb4qKinJJ0k033dT43XffTZROftgkmAFQIJ/vL774YsLSpUsjJemvv/4Kk6S333474YcffoiSpO7du6fdfffdPs/pd999N0GSbr311oA8359++um6y5Yti5akCy64IPXzzz/f6h1QXn311cf+/e9/79m5c2ehyelff/0V/tVXX204//zz85+TPXv2zGjdunX2kCFDWqanp5vdunU7xe12a+nSpX+2b98+P5js1atXRkJCgmPChAlN9+3bZ//www9jrrvuutRAfH95xo0b1/DTTz+tEx4e7mrZsmXW+PHjG3qvufzyy48WtTcqTiJIrMYMw1jndYg/TwBApbBYrcot8Lk0p8Pz/0whLVso11r8vHkz96CW/PSdLuz9z0CXCAAAagCXy6WM1KO15v+64bFxjmB1Wxw/ftz88ccfwx9//PGGv//+e4QkNWzYMOfGG2886m/99ddff9DfXkT16tVzXnXVVYdfffXV+ps2bQo7cuSIpeAbzZmZmcacOXMSJKlly5ZZL7zwwl7va5imqZkzZ+5o0aJFdGpqqnXGjBl1CwaJLpdLkydPri9JN9xww0HvEDFPYmKi88knn9x11VVXtVq9enXkmjVrQjp06OC3u6Ks309JXHzxxWm33nrr/ilTptRfvHhxzLPPPpt42223HbnuuuuSHQ6HERkZ6Zw9e3aN369pwYIFkR988EGCxWJxT5s2bUdpftZTU1Pzf3MiIiKK7UTLeyM/IyPD40Gq2nVKa+HChbF5Xz/zzDM7q0KIKEmNGjVyXH/99QenTp1a/5dffomaN29e1IABA/x+CMGfgnuxNmjQwG8gd+TIkfx/C+rWrVviTtbCHD58OP969evXL3UImDd+VJIOHjxoDWSQWPD727BhQ4i/ILEihYaGuvr06ZPaq1evE+3bt8+KiopyHjhwwLZ48eLId955JzE1NdW6cOHC2Isvvrjljz/+uDEkJKRMHXKPPfbYgczMTHPSpEkNV61aFXnhhRe2/O677zbdd999Dd944416ktSzZ89j8+bN21pUF2BFC+TzfenSpZGffvppnYLHVq9eHbl69er8MN07SFy8eHH4pk2bwjp06JBe2P6hpeF0OvXKK6/Ul6R69erlfvTRR9sK63K0WCxKTk4u9Gd7xIgRBwqGiHmuvvrqY/fcc0/O3r177UePHrU+++yzOwuGiHluv/32wxMnTmySnZ1tLFmyJDLQQeKOHTvskpSRkWH+5z//aeBvTVJSUjZBYvFqzYtxAAAQOGZxo03r15fRrJl0/O/97FvtT1HEqR30f4f35B9zOfbqz3XrCRIBAIBfGalHra/dOrxjsOuoLCOnvv17ZHydSnnD+KWXXmrw0ksv+X1TTZLi4+MdH3300ebC3lwcPnx4ir/j0t8dRW63Wxs2bLAXfIPup59+Cj9x4oRFkoYMGXK4sA6T+Ph4V79+/Y7Onj07ccuWLaE7duywNWvWLFeSVq9eHbpr164QSbrqqqv8Bp15Lrroovz91n744YfIwoLEsn4/JfXCCy/s/f7776PXrVsXPnHixMbffvtt9Pbt20Ml6bnnntvZunXrIrtcKsOKFSu8P7BeaoW94ZyVlWXcdtttzdxut2666aaDZ555Zpa/dYXJyMjIH3lns9mKfSPfbre7/ve4Hm/kV7XrlJZhGHK7Tz4lv/zyy5gxY8YcDg0NrRJ7aj7yyCP7Z82aVTc9Pd2cOHFiwwEDBhTaAezt0KFD+X8RJCQk+A3qT5w4kf97V5Iwpzh5fw9JUmRkZKmvV7CG1NTUgH4CJD4+Pv/fgb179/pN0Cry+bpr164//Pw5ZF522WXHx40bd7Bv376t/vzzz/Bff/01ctKkSYkPPfRQmUfrPvfcc/syMjLMKVOm1P/555+j2rZt2z7v7/ezzz77xFdffbUl2D/jgXy+f/LJJ9slbS/N4/fq1SvD7XavKs19irJ8+fLwAwcO2CRp2LBhh2JiYsr8fBo2bFih/3a2adMmc+/evXbDMHTDDTf4XRcZGelu2rRp1qZNm8K2b98e8FFVZfn9hn8EidWY2+1uX/C2YRiNJe0KUjkAgFrEYvX8v4z3aFNJsrVoLv3292tF0+VWQprnxBi366hO7LAqKztHoSHlmvIDAACAAGjUqFFO//79jz788MP7GzVqVGioWXAfKG916vwdhh4/ftyjze7333/P3yS7W7duRY4nPOuss9Jnz56dKEmrV68OywsSly9fHpG3pk+fPm2LukZB+/fvL/R9sLJ+PyUVEhLinj179tazzz67XVZWlvndd9/FSlL//v1Tbr311kLfiK1MpQ33SuOBBx5osG3bttAGDRrkPPfccz5dqMUJDw/PDxJyc3OLDW1ycnJM6WRnVVW+TmkNHTr00PLly6O2bNkS+sMPP8RccsklzefPn78lmN1aeerXr++86aabDkyePLnB6tWrIz/55JPowYMH++0W9nb06N+d54mJiX7/3skbeSlJ6enp5Q7uoqKi8oOytLS0Ul+vYA2xsbHlDjYLKtj1XFhtFfl8LSzMlaQmTZo4Pv744y0dO3Y81eFwGDNmzKhbniBRkl555ZU9mZmZ5ptvvlk3L0Ts1KlT2tdff7254HMtWIL1fK8ov/76a/5Y3/POOy+tqLXFKezDOZIUExPjkKTY2FhHYmJioT9T0dHRTklKT0+v2W351Vxw5mUAAIBqzfQaW+rdkShJLqfn60TD7VbYvoNye40wikoxNOnJyXI6y7S1AgAAAMpg6NChh1asWLFuxYoV63799dd1a9euXXv48OH/271795pp06btLipElDzf1PdWcGSlw+EwCp5LSUnJDwwKG2GYp2HDhvnnDx8+nP8C9ODBg2X6YHxGRkahb1KW9fspjY4dO2bfeuutB/Jux8XFOWbOnLmzrNerLn777bfQvDF6kyZN2hkdHV3qN9djY2Pz/7NQkhApMzPTlKTw8HCPx6pq1ymtxMREx3fffbexadOm2ZL0zTffxF5++eXJVeX/Ug899NCBvIDu8ccf99mLrDAhISH5vy+FBWcFA/28bqrySEhIyL/e/v37S329w4cP59+n4CjSbdu22R5//PG63bt3b9WgQYMONputU0JCQse+ffu2WLRoUYT/q3ny6oALepDmrV27djndu3c/Lp3cN3H79u3l/vPI+5nOk5CQ4Cjv8yVQgvV8rygFx/o2bty4XCN5S/JvZ1hYWJG/D3nrnE5nmf99RcWjIxEAAJSaafF8CeF2+b4u9O5SNN1uOfftU0Knf+jItq35xx0ZixSz6wJNeu553T9hfMUUDAAAAA9169Z1VGRHS0kYRtneMyz4ZuN77723uWXLloV2RBTUsGHDSt1nzFtKSor5wQcf5O+NlZqaal22bFn4wIEDS7yXXEX69ddfQ8t7jeTk5FzvbqZJkybVy83NNRo3bpydnp5uTp8+Pc77fuvXr89/7IULF0bt3bvXKp3cZys6OtoVHh7ujo2NdaSmplr37dtX5CiTQ4cOWfLeyG/YsKHHyNiqdp2yaNasWe5333234bzzzmu7d+9e+xdffBE/dOhQ13vvvVeqfScrQkJCgnPkyJEHnn/++YZ//PFHxJw5c2KGDBlyrLj7FexCPHTokDUuLs7n9ylvxLAk/f777+He50urc+fO+SOK//jjj1Jdz+FwaMOGDWHSyQ8EFNwfcdKkSXWnTp1av0mTJtk9e/Y8npCQ4NiyZUvIwoUL4xYuXBg7bdq0rTfffHORI5kL7gcZHx/vNyWuqOdrSbVp0ybrhx9+iJGkHTt22MqzR+Szzz6bOHHixCbSye611NRU6zfffBM7aNCg5Llz5wZ9/9hgPt+BqoIgEQAAlJr3f1CdTt/3ZLw/FWu6JeXm6tTTu+qHAkGi5FRuxgKFbDhXa/5cow6ndKiAigEAQHUUHhvnGDn17d+DXUdlCY+NC2rQVRm89/467bTTCg0BC+4NVvDN7oKdSfHx8c5gB6IlNWLEiKZ79+61Syf3V0tPTzdHjhyZ1K1bt/VlfTM/kLp27dq++FVFmzx58vYxY8YcKXgsOzvbkKTdu3eHjBw5snkJrpG/d+d55523Jjo6OkeSWrRokbVq1arInTt3huTm5qqwcZ6///57fsDSpk0bn5+NqnadsmjZsmXuN998s7FXr15tDh06ZPvggw8SQkNDXW+99VbQtzx64IEHDrz++ut1U1NTrU888UTDEgaJHt3HrVu39lnTuXPnrLwwZ+XKlZEpKSlmfHx8mTu+unTpkhkTE+M8duyYZeXKlZFHjhyxFBwpWpTPP/88Om//uzPPPNNjNORZZ52V3q9fvw39+vXzOL5gwYLIAQMGtL733nubDRs2LLWw/Wcl6ejRo/nJWXJyst8wqqKeryVV1g+CePv3v/9dZ8KECU0lqV27dhnff//9xtGjRzf+6KOPEubNmxd/9dVXuz/44IPtwQ7Jg/l8D7SC3bi7d++2nXHGGVWyTlQtjDYFAAClZnp9ItDtZ5SOy+H5gURDJ/+f1LppczVpf5rv+szlWvzV/ABWCQAAqjvTNBUZX8dRW34F+43SytCxY8f8LqBly5YVOeZvxYoV+ec7deqUf78zzzwzvzNpyZIlkYGusSK8+eabcZ999lkdSbrqqqsOz5gxY6sk7d+/337DDTc0DW511cPZZ5+dJp0cG/jjjz8W+rOzaNGiqLyve/To4bP/V1W7Tlm1b98+++uvv96YF86//fbbdW+77bZGgbp+WcXFxbluu+22A5K0fv368FmzZsUWd5/TTz89//ldsDu1INM0dcUVVxyRTv6ev/zyy4nlqdM0TQ0ePPiIJGVlZZmTJ09OKOl9X3nllbp5Xw8fPvxwwXPDhw9P9Q4RJemiiy5KO+uss04cP37c8uuvv4Z5ny9o48aNoZJkt9vd7du3L1HHdWXbsGFD/p9T06ZNy9SNOG3atPh77rknye12q1WrVpnffffdxsTEROecOXN2DBw4MEWSPv744zrDhg0L+t+RwX6+B1LXrl3z9yf+/vvvq8W/oQi+mv8KFQAABJx3kOjyM9rUtyPxZJDo2n9Agx94TB0v7Od9D6XvOCwAAADUXOeee25G3h5q77//fp3C9nY7evSoOX/+/DjpZCdIs2bN8t+o7t69e0a9evVyJWnWrFkJBfcTq4q2bdtmGzt2bDNJatasWfb06dN3DRky5Ng111xzSJL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\n", | |
"text/plain": [ | |
"<Figure size 1200x800 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"pl.figure(dpi=200)\n", | |
"\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()), phx4000['fnu'], label=\"Phoenix T=4000 K\")\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" absorbed_spectrum(5e17*u.cm**-2, water_ice_centers, water_ice_widths, water_ice_bandstrengths),\n", | |
" label=\"Phoenix T=4000 K, N(H$_2$O)=$5 \\\\times 10^{17}$ cm$^{-2}$\")\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" absorbed_spectrum(5e17*u.cm**-2, co_ice_centers, co_ice_widths, co_ice_bandstrengths),\n", | |
" label=\"Phoenix T=4000 K, N(CO)=$5 \\\\times 10^{17}$ cm$^{-2}$\")\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" absorbed_spectrum(5e17*u.cm**-2, ocn_center, ocn_width, ocn_bandstrength),\n", | |
" label=\"Phoenix T=4000 K, N(OCN)=$5 \\\\times 10^{17}$ cm$^{-2}$\")\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" absorbed_spectrum(5e17*u.cm**-2, methanol_ice_centers, methanol_ice_widths, methanol_ice_bandstrengths),\n", | |
" label=\"Phoenix T=4000 K, N(CH$_3$OH)=$5\\\\times10^{17}$ cm$^{-2}$\")\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" absorbed_spectrum2(5e17*u.cm**-2, co2_consts),\n", | |
" label=\"Phoenix T=4000 K, N(CO$_2$)=$5\\\\times10^{17}$ cm$^{-2}$\")\n", | |
"\n", | |
"pl.title(\"Gaussian-based models\")\n", | |
"pl.legend(bbox_to_anchor=[1,1])\n", | |
"pl.ylim(1e-16, 3.5e-15)\n", | |
"pl.xlim(1.0, 25)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 18, | |
"id": "faaa633d-113e-4c94-973c-e2c339fd5c2a", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(1.0, 25)" | |
] | |
}, | |
"execution_count": 18, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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\n", | |
"text/plain": [ | |
"<Figure size 1200x800 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"pl.figure(dpi=200)\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()), phx4000['fnu'], label=\"Phoenix T=4000 K\")\n", | |
"\n", | |
"for molecule, md in molecule_data.items():\n", | |
" #print(molecule, md)\n", | |
" consts = load_molecule(molecule)\n", | |
" spec = absorbed_spectrum2(5e17*u.cm**-2, consts, molecular_weight=md['molwt'])\n", | |
" pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" spec,\n", | |
" label=f\"Phoenix T=4000 K, N({molecule})=$5\\\\times10^{{17}}$ cm$^{{-2}}$\")\n", | |
"pl.title(\"Opacity-based models\")\n", | |
"\n", | |
"pl.legend(bbox_to_anchor=[1.0, 1.0])\n", | |
"pl.ylim(1e-16, 3.5e-15)\n", | |
"pl.xlim(1.0, 25)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 19, | |
"id": "1ca750a9-339b-49e0-a058-6aa088f34dd2", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"(1.0, 25)" | |
] | |
}, | |
"execution_count": 19, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": 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| |
"text/plain": [ | |
"<Figure size 1200x800 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"pl.figure(dpi=200)\n", | |
"pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()), phx4000['fnu'], label=\"Phoenix T=4000 K\")\n", | |
"\n", | |
"for molecule, md in molecule_data.items():\n", | |
" #print(molecule, md)\n", | |
" consts = load_molecule(molecule)\n", | |
" spec = absorbed_spectrum2(1e18*u.cm**-2, consts, molecular_weight=md['molwt'])\n", | |
" pl.loglog(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()),\n", | |
" spec,\n", | |
" label=f\"Phoenix T=4000 K, N({molecule})=$1\\\\times10^{{18}}$ cm$^{{-2}}$\")\n", | |
"pl.title(\"Opacity-based models\")\n", | |
"\n", | |
"pl.legend(bbox_to_anchor=[1.0, 1.0])\n", | |
"pl.ylim(1e-17, 5.5e-15)\n", | |
"pl.xlim(1.0, 25)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "803973d0-fb3e-4596-88ab-3a25a642d759", | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 20, | |
"id": "c03b49b5-0b8d-4382-b79b-492bfc165a1b", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"from astroquery.svo_fps import SvoFps\n", | |
"\n", | |
"def convsum(xarr, model_data, filter_table, doplot=False):\n", | |
" filtwav = u.Quantity(filter_table['Wavelength'], u.AA).to(u.um)\n", | |
"\n", | |
" inds = np.argsort(xarr.to(u.um))\n", | |
"\n", | |
" interpd = np.interp(filtwav,\n", | |
" xarr.to(u.um)[inds],\n", | |
" model_data[inds])\n", | |
" #print(interpd, model_data, filter_table['Transmission'])\n", | |
" #print(interpd.max(), model_data.max(), filter_table['Transmission'].max())\n", | |
" result = (interpd * filter_table['Transmission'].value)\n", | |
" if doplot:\n", | |
" L, =pl.plot(filtwav, filter_table['Transmission'])\n", | |
" pl.plot(filtwav, result, color=L.get_color())\n", | |
" pl.plot(filtwav, interpd, color=L.get_color())\n", | |
" # looking for average flux over the filter\n", | |
" result = result.sum() / filter_table['Transmission'].sum()\n", | |
" #dnu = np.abs(xarr[1].to(u.Hz, u.spectral()) - xarr[0].to(u.Hz, u.spectral()))\n", | |
" return result# * dnu\n", | |
"\n", | |
"def fluxes_in_filters(xarr, modeldata, doplot=False):\n", | |
" telescope = 'JWST'\n", | |
"\n", | |
" if doplot:\n", | |
" pl.loglog(xarr.to(u.um), modeldata)\n", | |
" pl.xlabel(\"Wavelengh [$\\\\mu$m]\")\n", | |
" pl.ylabel(\"Flux [Jy]\")\n", | |
" \n", | |
" fluxes = {}\n", | |
" for instrument in ('NIRCam', 'MIRI'):\n", | |
" filterlist = SvoFps.get_filter_list(telescope, instrument)\n", | |
" filterids = filterlist['filterID']\n", | |
" fluxes_ = {fid: convsum(xarr, modeldata, SvoFps.get_transmission_data(fid), doplot=doplot)\n", | |
" for fid in list(filterids)}\n", | |
" fluxes.update(fluxes_)\n", | |
" return fluxes" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 21, | |
"id": "59f3fc44-b0fe-46fe-9b0d-078963684a9d", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"TODO: check why the values are coming out weird. Probably a unit mismatch.\n" | |
] | |
}, | |
{ | |
"data": { | |
"text/plain": [ | |
"{'JWST/NIRCam.F070W': <Quantity 2.29587934e+08 Jy>,\n", | |
" 'JWST/NIRCam.F090W': <Quantity 2.2960245e+08 Jy>,\n", | |
" 'JWST/NIRCam.F115W': <Quantity 2.61106256e+08 Jy>,\n", | |
" 'JWST/NIRCam.F140M': <Quantity 3.10872804e+08 Jy>,\n", | |
" 'JWST/NIRCam.F150W': <Quantity 3.43760882e+08 Jy>,\n", | |
" 'JWST/NIRCam.F162M': <Quantity 3.80852568e+08 Jy>,\n", | |
" 'JWST/NIRCam.F164N': <Quantity 3.93168675e+08 Jy>,\n", | |
" 'JWST/NIRCam.F150W2': <Quantity 3.02468473e+08 Jy>,\n", | |
" 'JWST/NIRCam.F182M': <Quantity 3.26629854e+08 Jy>,\n", | |
" 'JWST/NIRCam.F187N': <Quantity 3.12537457e+08 Jy>,\n", | |
" 'JWST/NIRCam.F200W': <Quantity 2.95168509e+08 Jy>,\n", | |
" 'JWST/NIRCam.F210M': <Quantity 2.74638463e+08 Jy>,\n", | |
" 'JWST/NIRCam.F212N': <Quantity 2.70768455e+08 Jy>,\n", | |
" 'JWST/NIRCam.F250M': <Quantity 1.80069139e+08 Jy>,\n", | |
" 'JWST/NIRCam.F277W': <Quantity 1.57024795e+08 Jy>,\n", | |
" 'JWST/NIRCam.F300M': <Quantity 1.37257131e+08 Jy>,\n", | |
" 'JWST/NIRCam.F323N': <Quantity 1.26258135e+08 Jy>,\n", | |
" 'JWST/NIRCam.F322W2': <Quantity 1.30407307e+08 Jy>,\n", | |
" 'JWST/NIRCam.F335M': <Quantity 1.22567458e+08 Jy>,\n", | |
" 'JWST/NIRCam.F356W': <Quantity 1.14360307e+08 Jy>,\n", | |
" 'JWST/NIRCam.F360M': <Quantity 1.13086447e+08 Jy>,\n", | |
" 'JWST/NIRCam.F405N': <Quantity 93491029.33052431 Jy>,\n", | |
" 'JWST/NIRCam.F410M': <Quantity 92282836.9458799 Jy>,\n", | |
" 'JWST/NIRCam.F430M': <Quantity 80927085.48884915 Jy>,\n", | |
" 'JWST/NIRCam.F444W': <Quantity 75354347.06472626 Jy>,\n", | |
" 'JWST/NIRCam.F460M': <Quantity 62507210.11546098 Jy>,\n", | |
" 'JWST/NIRCam.F466N': <Quantity 62222694.98277425 Jy>,\n", | |
" 'JWST/NIRCam.F470N': <Quantity 61597546.6325991 Jy>,\n", | |
" 'JWST/NIRCam.F480M': <Quantity 59648908.17852059 Jy>,\n", | |
" 'JWST/MIRI.F560W': <Quantity 48008582.87125719 Jy>,\n", | |
" 'JWST/MIRI.F770W': <Quantity 27259907.23721457 Jy>,\n", | |
" 'JWST/MIRI.F1000W': <Quantity 16972646.34420261 Jy>,\n", | |
" 'JWST/MIRI.F1065C': <Quantity 15358318.39459909 Jy>,\n", | |
" 'JWST/MIRI.F1140C': <Quantity 13840382.06292323 Jy>,\n", | |
" 'JWST/MIRI.F1130W': <Quantity 13845143.03257979 Jy>,\n", | |
" 'JWST/MIRI.F1280W': <Quantity 11357755.16544963 Jy>,\n", | |
" 'JWST/MIRI.F1500W': <Quantity 8523881.52812365 Jy>,\n", | |
" 'JWST/MIRI.F1550C': <Quantity 8025507.68070497 Jy>,\n", | |
" 'JWST/MIRI.F1800W': <Quantity 5896534.28327454 Jy>,\n", | |
" 'JWST/MIRI.F2100W': <Quantity 4351620.13639224 Jy>,\n", | |
" 'JWST/MIRI.F2300C': <Quantity 3746931.83711417 Jy>,\n", | |
" 'JWST/MIRI.F2550W': <Quantity 3118455.2791794 Jy>}" | |
] | |
}, | |
"execution_count": 21, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"print(\"TODO: check why the values are coming out weird. Probably a unit mismatch.\")\n", | |
"rslt = fluxes_in_filters(u.Quantity(phx4000['nu'], u.Hz).to(u.um, u.spectral()), u.Quantity(phx4000['fnu'], u.Jy))\n", | |
"rslt" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 22, | |
"id": "da4eac8a-e12d-4340-85d5-75aa415612e5", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"cmds = [(('JWST/NIRCam.F182M', 'JWST/NIRCam.F212N'),\n", | |
" ('JWST/NIRCam.F115W', 'JWST/NIRCam.F200W')),\n", | |
" (('JWST/NIRCam.F300M', 'JWST/NIRCam.F356W'),\n", | |
" ('JWST/NIRCam.F466N', 'JWST/NIRCam.F444W')),\n", | |
" (('JWST/MIRI.F560W', 'JWST/MIRI.F770W'),\n", | |
" ('JWST/MIRI.F1000W', 'JWST/MIRI.F1130W')),\n", | |
" (('JWST/MIRI.F1280W', 'JWST/MIRI.F1500W'),\n", | |
" ('JWST/MIRI.F1800W', 'JWST/MIRI.F2100W')),\n", | |
" ]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 23, | |
"id": "a3b9b133-10da-43e7-8982-d90b848fda89", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"#mods = {'phx4000': fluxes_in_filters(u.Quantity(phx4000['nu'],u.Hz).to(u.um, u.spectral()), u.Quantity(phx4000['fnu'], u.Jy)),\n", | |
"# 'phx4000ocn': fluxes_in_filters(u.Quantity(phx4000['nu'],u.Hz).to(u.um, u.spectral()) , absorbed_spectrum(2e17*u.cm**-2, ocn_center, ocn_width, ocn_bandstrength, spectrum=u.Quantity(phx4000['fnu'], *u.Jy)),\n", | |
"# 'phx4000co': fluxes_in_filters(u.Quantity(phx4000['nu'],u.Hz).to(u.um, u.spectral()) , absorbed_spectrum(2e18*u.cm**-2, co_ice_centers, co_ice_widths, co_ice_bandstrengths, spectrum=u.Quantity(phx4000['fnu'], *u.Jy)),\n", | |
"# 'phx4000h2o': fluxes_in_filters(u.Quantity(phx4000['nu'],u.Hz).to(u.um, u.spectral()) , absorbed_spectrum(2e18*u.cm**-2, water_ice_centers, water_ice_widths, water_ice_bandstrengths, spectrum=u.Quantity(phx4000['fnu'], *u.Jy)),\n", | |
"# 'phx4000ch3oh': fluxes_in_filters(u.Quantity(phx4000['nu'],u.Hz).to(u.um, u.spectral()) , absorbed_spectrum(5e18*u.cm**-2, methanol_ice_centers, methanol_ice_widths, methanol_ice_bandstrengths, spectrum=u.Quantity(phx4000['fnu'], *u.Jy)),\n", | |
"# }" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 24, | |
"id": "ee47a5ef-4a9b-42fe-99cc-d6841c398a91", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import matplotlib" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 25, | |
"id": "06b11464-e836-44b6-8a1b-0579266bb021", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"temperatures = (2000, 3000, 4000, 5000, 7000, 10000)\n", | |
"\n", | |
"tmods = {temperature: atmo_model(temperature)\n", | |
" for temperature in temperatures}" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 36, | |
"id": "c06e8aa6-d281-4b91-a921-69b2d2fa836d", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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