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@pllim
Created June 13, 2018 16:56
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.2.dev313\n"
]
}
],
"source": [
"%matplotlib inline\n",
"#%config IPython.matplotlib.backend = \"retina\"\n",
"import matplotlib.pyplot as plt\n",
"import astropy.units as u\n",
"from astropy.io import fits\n",
"\n",
"import synphot\n",
"print(synphot.__version__)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Downloading ftp://ftp.stsci.edu/cdbs/calspec/alpha_lyr_stis_008.fits [Done]\n"
]
}
],
"source": [
"from synphot import units, SourceSpectrum, Empirical1D, Observation\n",
"\n",
"from synphot import SpectralElement\n",
"\n",
"v = SourceSpectrum.from_vega()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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h/Pkcp+ntr+8vDf+CxiSZUA3ms4HFQJG77/03VODkSGTKmJoHCTr7gSPOverTYA6Qk5nK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\nPIwxxoTt/wGV3n3auXxTvQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"v.plot(left=100, right=11000)"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"paths = ['lte058.0-4.5-0.0a+0.0.BT-Settl.spec.fits']\n",
"filename = paths[0]\n",
"\n",
"flux_unit = u.Watt/(u.m*u.m*u.micron)\n",
"\n",
"#wavelength = (fits.getdata(paths[0])['Wavelength'] * u.um).to(u.Angstrom)\n",
"#hdu = fits.open(paths[0])"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"#flux = hdu[1].data['Flux'] * u.W / u.m**2 / u.um \n",
"\n",
"sp = SourceSpectrum.from_file(filename)"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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yXNcc3vnUKSrZMbseG2PY8Z+oRtzzdqnna28bRVaNygdXGH95lkRUtUhErgHm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\nScQYY0zU/j9THxVtL0sgpQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sp.plot(flux_unit=flux_unit, left=100, right=18000)"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"#f = units.convert_flux(wavelength, flux, units.FLAM, vegaspec=v)"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"bp_b = SpectralElement.from_file('GAIA_GAIA2.Gbp.dat.txt')\n",
"bp_r = SpectralElement.from_file('GAIA_GAIA2.Grp.dat.txt')"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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ttR8Bzgf+yd1XmdkU4L+iC0vSpJJH8S1oqKvhxDHNLNYEVZIyJdVEwhsEPwlgZsOBZne/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\nAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"bp_r.plot(left=100, right=18000)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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OWDyTddsO1DoMERlFQ4TnXgJsK3rcDpw20jHunjWzA8A8YHeEccVePu9898Et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\nIiIiUjElERERqZiSiIiIVOy/ABCQZ7xmaq6jAAAAAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"bp_b.plot(left=100, right=18000)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [],
"source": [
"bp_r2 = bp_r.taper()\n",
"bp_b2 = bp_b.taper()"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [],
"source": [
"#sp = SourceSpectrum(Empirical1D, points=wavelength, lookup_table=f)\n",
"\n",
"#force = 'taper'\n",
"obs_b = Observation(sp, bp_b2, binset=bp_b2.waveset) #, force=force)\n",
"obs_r = Observation(sp, bp_r2, binset=bp_r2.waveset) #, force=force)"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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vHc6iNdsbDV5G5vCGHncutYWH2cL39JGIdMHJeho9J1WaCyN/WPD5Nq54xIni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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#plt.semilogx(wavelength.to(u.Angstrom), f)\n",
"#plt.semilogx(bp_b.model.points[0], bp_b.model.lookup_table * np.max(f))\n",
"#plt.semilogx(bp_r.model.points[0], bp_r.model.lookup_table * np.max(f))\n",
"\n",
"obs_b.plot(flux_unit=flux_unit)"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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Bf84YD1/bQ03u+N8Ktu8tiEhsxpjqhTV4TUTOEpG1IrJXRPaJSL6I1NylpAnILygmOyOV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\nAElFTkSuQmCC\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"obs_r.plot(flux_unit=flux_unit)"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"data": {
"text/latex": [
"$0.65946953 \\; \\mathrm{vegamag}$"
],
"text/plain": [
"<Quantity 0.65946953 VEGAMAG>"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"obs_b.effstim('vegamag', vegaspec=v) - obs_r.effstim('vegamag', vegaspec=v)\n",
"# I got 0.66 vegamag, good enough?"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Measured B-R from Gaia for 51 Peg: 0.8170"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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pllim commented Jun 13, 2018

Please don't leave comments here. I won't get notified (GitHub bug).

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