{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Example of applying extinction corrections based on Balmer decrement\n",
"## In this example we test out the PG16S metallicity calibrator before and after extinction correction."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"from astropy import units as u\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib.gridspec as gridspec\n",
"from edge_pydb import EdgeTable\n",
"from edge_pydb.plotting import xy2hist\n",
"from edge_pydb.conversion import get_Alambda\n",
"np.seterr(invalid='ignore')\n",
"plt.rcParams[\"scatter.edgecolors\"] = 'none'"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['Name', 'ix', 'iy', 'ra_abs', 'dec_abs', 'ra_off', 'dec_off', 'rad_arc', 'azi_ang', 'flux_[OII]3727_sm', 'flux_[OIII]5007_sm', 'flux_[OIII]4959_sm', 'flux_Hbeta_sm', 'flux_[OI]6300_sm', 'flux_Halpha_sm', 'flux_[NII]6583_sm', 'flux_[NII]6548_sm', 'flux_[SII]6717_sm', 'flux_[SII]6731_sm', 'vel_[OII]3727_sm', 'vel_[OIII]5007_sm', 'vel_[OIII]4959_sm', 'vel_Hbeta_sm', 'vel_[OI]6300_sm', 'vel_Halpha_sm', 'vel_[NII]6583_sm', 'vel_[NII]6548_sm', 'vel_[SII]6717_sm', 'vel_[SII]6731_sm', 'disp_[OII]3727_sm', 'disp_[OIII]5007_sm', 'disp_[OIII]4959_sm', 'disp_Hbeta_sm', 'disp_[OI]6300_sm', 'disp_Halpha_sm', 'disp_[NII]6583_sm', 'disp_[NII]6548_sm', 'disp_[SII]6717_sm', 'disp_[SII]6731_sm', 'EW_[OII]3727_sm', 'EW_[OIII]5007_sm', 'EW_[OIII]4959_sm', 'EW_Hbeta_sm', 'EW_[OI]6300_sm', 'EW_Halpha_sm', 'EW_[NII]6583_sm', 'EW_[NII]6548_sm', 'EW_[SII]6717_sm', 'EW_[SII]6731_sm', 'e_flux_[OII]3727_sm', 'e_flux_[OIII]5007_sm', 'e_flux_[OIII]4959_sm', 'e_flux_Hbeta_sm', 'e_flux_[OI]6300_sm', 'e_flux_Halpha_sm', 'e_flux_[NII]6583_sm', 'e_flux_[NII]6548_sm', 'e_flux_[SII]6717_sm', 'e_flux_[SII]6731_sm', 'e_vel_[OII]3727_sm', 'e_vel_[OIII]5007_sm', 'e_vel_[OIII]4959_sm', 'e_vel_Hbeta_sm', 'e_vel_[OI]6300_sm', 'e_vel_Halpha_sm', 'e_vel_[NII]6583_sm', 'e_vel_[NII]6548_sm', 'e_vel_[SII]6717_sm', 'e_vel_[SII]6731_sm', 'e_disp_[OII]3727_sm', 'e_disp_[OIII]5007_sm', 'e_disp_[OIII]4959_sm', 'e_disp_Hbeta_sm', 'e_disp_[OI]6300_sm', 'e_disp_Halpha_sm', 'e_disp_[NII]6583_sm', 'e_disp_[NII]6548_sm', 'e_disp_[SII]6717_sm', 'e_disp_[SII]6731_sm', 'e_EW_[OII]3727_sm', 'e_EW_[OIII]5007_sm', 'e_EW_[OIII]4959_sm', 'e_EW_Hbeta_sm', 'e_EW_[OI]6300_sm', 'e_EW_Halpha_sm', 'e_EW_[NII]6583_sm', 'e_EW_[NII]6548_sm', 'e_EW_[SII]6717_sm', 'e_EW_[SII]6731_sm', 'flux_Hbeta_sm3_sm', 'flux_Halpha_sm3_sm', 'flux_sigsfr0_sm', 'e_flux_sigsfr0_sm', 'flux_sigsfr_corr_sm', 'e_flux_sigsfr_corr_sm', 'flux_AHa_corr_sm', 'e_flux_AHa_corr_sm', 'flux_AHa_smooth3_sm', 'flux_sigsfr_adopt_sm', 'BPT_sm', 'p_BPT_sm', 'SF_BPT_sm', 'ZOH_sm', 'e_ZOH_sm', 'ZOH_N2_sm', 'e_ZOH_N2_sm', 'ZOH_PP04_sm', 'alphsca_SL24_sm', 'alphsca_B13_sm']\n"
]
}
],
"source": [
"fluxtab = EdgeTable('edge_carma.2d_smo7.hdf5', path='flux_elines_sm')\n",
"print(fluxtab.colnames)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Load data from the HDF5 files"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Working on full EDGE database\n"
]
}
],
"source": [
"fluxcols = ['Name','ix','iy',\n",
" 'flux_Halpha_sm','e_flux_Halpha_sm',\n",
" 'flux_Hbeta_sm','e_flux_Hbeta_sm',\n",
" 'flux_[OII]3727_sm',\n",
" 'flux_[OIII]5007_sm',\n",
" 'flux_[OIII]4959_sm',\n",
" 'flux_[NII]6583_sm',\n",
" 'flux_[NII]6548_sm', \n",
" 'flux_[SII]6717_sm', \n",
" 'flux_[SII]6731_sm',\n",
" 'flux_AHa_corr_sm','ZOH_sm','ZOH_PP04_sm']\n",
"sspcols = ['Name','ix','iy','sigstar_sm']\n",
"\n",
"fluxtab = EdgeTable('edge_carma.2d_smo7.hdf5', path='flux_elines_sm', cols=fluxcols)\n",
"ssptab = EdgeTable('edge_carma.2d_smo7.hdf5', path='SSP_sm', cols=sspcols)\n",
"print('Working on full EDGE database')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Build the table"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['Name', 'ix', 'iy', 'flux_[OII]3727_sm', 'flux_[OIII]5007_sm', 'flux_[OIII]4959_sm', 'flux_Hbeta_sm', 'flux_Halpha_sm', 'flux_[NII]6583_sm', 'flux_[NII]6548_sm', 'flux_[SII]6717_sm', 'flux_[SII]6731_sm', 'e_flux_Hbeta_sm', 'e_flux_Halpha_sm', 'flux_AHa_corr_sm', 'ZOH_sm', 'ZOH_PP04_sm', 'sigstar_sm']\n"
]
}
],
"source": [
"fluxtab.join(ssptab, keys=['Name', 'ix', 'iy'])\n",
"goodval = ((fluxtab['sigstar_sm']>0) & (fluxtab['ZOH_sm']>0) & (fluxtab['ZOH_PP04_sm']>0))\n",
"fluxtab = fluxtab[goodval]\n",
"print(fluxtab.colnames)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
EdgeTable length=18718\n",
"
\n",
"| Name | ix | iy | flux_[OII]3727_sm | flux_[OIII]5007_sm | flux_[OIII]4959_sm | flux_Hbeta_sm | flux_Halpha_sm | flux_[NII]6583_sm | flux_[NII]6548_sm | flux_[SII]6717_sm | flux_[SII]6731_sm | e_flux_Hbeta_sm | e_flux_Halpha_sm | flux_AHa_corr_sm | ZOH_sm | ZOH_PP04_sm | sigstar_sm |
\n",
" | | | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | mag | dex | dex | solMass / pc2 |
\n",
"| bytes13 | int32 | int32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 |
\n",
"| IC0480 | 49 | 73 | 0.0870074 | 0.029897282 | 0.00988701 | 0.090097725 | 0.1102351 | 0.039026078 | 0.03247296 | 0.052571528 | 0.07800524 | 0.04135729 | 0.021687174 | -2.1596358 | 8.539017 | 8.738997 | 12.573614 |
\n",
"| IC0480 | 52 | 37 | 0.18770462 | 0.0006616841 | 0.020474317 | 0.077797696 | 0.13354938 | 0.04970629 | -0.0033357728 | -0.008401535 | 0.0081396485 | 0.050240315 | 0.015807211 | -1.2983286 | 8.884192 | 9.255148 | 26.140268 |
\n",
"| IC0480 | 52 | 40 | 0.032523226 | 0.015297297 | 0.019732146 | 0.095175065 | 0.24623917 | 0.08073771 | 0.0021618328 | 0.06013462 | 0.03042223 | 0.038109075 | 0.015223875 | -0.2549448 | 8.59926 | 8.829081 | 24.226116 |
\n",
"| IC0480 | 52 | 43 | 0.20427044 | 0.035552263 | 0.021748396 | 0.06439884 | 0.3144415 | 0.091267064 | 0.014382704 | 0.10108422 | 0.055692498 | 0.053109188 | 0.015992831 | 1.360436 | 8.473248 | 8.640651 | 31.621964 |
\n",
"| IC0480 | 52 | 46 | 0.40225303 | 0.04589472 | 0.014781727 | 0.042140394 | 0.29628724 | 0.06591417 | 0.017525518 | 0.10502746 | 0.09001239 | 0.026825199 | 0.01795241 | 2.2878246 | 8.385384 | 8.509265 | 54.41814 |
\n",
"| IC0480 | 52 | 49 | 0.5109807 | 0.04305821 | -0.016751453 | 0.08713781 | 0.31298056 | 0.050059613 | 0.03223156 | 0.10246124 | 0.107932776 | 0.047718827 | 0.021215593 | 0.5794677 | 8.428165 | 8.573238 | 27.101135 |
\n",
"| IC0480 | 52 | 52 | 0.7282568 | 0.046769876 | -0.025693739 | 0.11716338 | 0.32595628 | 0.06137293 | 0.02597816 | 0.1093184 | 0.10446421 | 0.03686725 | 0.021137634 | -0.07026943 | 8.46316 | 8.625566 | 23.207003 |
\n",
"| IC0480 | 52 | 55 | 0.9046924 | 0.07557559 | -0.035164747 | 0.10379839 | 0.32900062 | 0.085429996 | 0.03418405 | 0.1176154 | 0.09720425 | 0.0544134 | 0.026175255 | 0.26143375 | 8.437176 | 8.586711 | 21.871445 |
\n",
"| IC0480 | 52 | 58 | 0.4987465 | 0.0561907 | -0.006440433 | 0.09428996 | 0.30832374 | 0.11387592 | 0.039778575 | 0.13490917 | 0.11439781 | 0.042590417 | 0.021340411 | 0.34070367 | 8.488536 | 8.663512 | 31.224186 |
\n",
"| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
\n",
"| UGC10710 | 82 | 76 | 0.16022621 | 0.045934264 | 0.012153165 | 0.04992086 | 0.20847397 | 0.045280185 | 0.050486285 | 0.05896868 | 0.029508669 | 0.01349069 | 0.012928446 | 0.9628274 | 8.398823 | 8.529361 | 36.96709 |
\n",
"| UGC10710 | 82 | 79 | 0.22628286 | 0.094267435 | 0.023497574 | 0.07827878 | 0.43349308 | 0.112873405 | 0.06372519 | 0.10970437 | 0.06536664 | 0.016440732 | 0.01558738 | 1.6806467 | 8.390667 | 8.517165 | 77.58735 |
\n",
"| UGC10710 | 82 | 82 | 0.24255791 | 0.10042375 | 0.038316406 | 0.105462566 | 0.543226 | 0.15856762 | 0.060785186 | 0.13626258 | 0.08480374 | 0.012412386 | 0.013737223 | 1.4964257 | 8.42311 | 8.565679 | 94.70222 |
\n",
"| UGC10710 | 82 | 85 | 0.2684362 | 0.098271005 | 0.04123951 | 0.14911671 | 0.6230887 | 0.20278955 | 0.056196235 | 0.15960133 | 0.093449906 | 0.014324837 | 0.016215729 | 0.96431386 | 8.46743 | 8.631951 | 116.5556 |
\n",
"| UGC10710 | 82 | 88 | 0.32751876 | 0.1449957 | 0.05287768 | 0.1994595 | 0.9371745 | 0.3011065 | 0.077674896 | 0.21659751 | 0.17035489 | 0.018179536 | 0.016626917 | 1.2626557 | 8.457115 | 8.616528 | 124.4806 |
\n",
"| UGC10710 | 82 | 91 | 0.43588564 | 0.1830026 | 0.050604194 | 0.22881901 | 1.1491003 | 0.3589186 | 0.08512357 | 0.25932652 | 0.20814663 | 0.0137946075 | 0.016688244 | 1.4319085 | 8.445618 | 8.599336 | 115.169174 |
\n",
"| UGC10710 | 82 | 94 | 0.35743794 | 0.12879373 | 0.029977286 | 0.19854747 | 0.7901539 | 0.24986327 | 0.06776654 | 0.19456595 | 0.14232908 | 0.017470453 | 0.017791692 | 0.8402957 | 8.466224 | 8.630147 | 49.670353 |
\n",
"| UGC10710 | 85 | 88 | 0.12335152 | 0.054074615 | 0.0071914415 | 0.061936155 | 0.34665504 | 0.11250467 | 0.028205257 | 0.09589571 | 0.06051258 | 0.018478405 | 0.009063306 | 1.7076753 | 8.441028 | 8.592472 | 66.131744 |
\n",
"| UGC10710 | 85 | 91 | 0.13177331 | 0.07718527 | 0.011539073 | 0.075996235 | 0.42656717 | 0.1386436 | 0.03133806 | 0.108054236 | 0.09056572 | 0.013616693 | 0.010843548 | 1.7149495 | 8.427107 | 8.571654 | 67.18998 |
\n",
"
"
],
"text/plain": [
"\n",
" Name ix iy flux_[OII]3727_sm ... ZOH_sm ZOH_PP04_sm sigstar_sm \n",
" 1e-16 erg / (s cm2) ... dex dex solMass / pc2\n",
"bytes13 int32 int32 float32 ... float32 float32 float32 \n",
"-------- ----- ----- ------------------- ... -------- ----------- -------------\n",
" IC0480 49 73 0.0870074 ... 8.539017 8.738997 12.573614\n",
" IC0480 52 37 0.18770462 ... 8.884192 9.255148 26.140268\n",
" IC0480 52 40 0.032523226 ... 8.59926 8.829081 24.226116\n",
" IC0480 52 43 0.20427044 ... 8.473248 8.640651 31.621964\n",
" IC0480 52 46 0.40225303 ... 8.385384 8.509265 54.41814\n",
" IC0480 52 49 0.5109807 ... 8.428165 8.573238 27.101135\n",
" IC0480 52 52 0.7282568 ... 8.46316 8.625566 23.207003\n",
" IC0480 52 55 0.9046924 ... 8.437176 8.586711 21.871445\n",
" IC0480 52 58 0.4987465 ... 8.488536 8.663512 31.224186\n",
" ... ... ... ... ... ... ... ...\n",
"UGC10710 82 76 0.16022621 ... 8.398823 8.529361 36.96709\n",
"UGC10710 82 79 0.22628286 ... 8.390667 8.517165 77.58735\n",
"UGC10710 82 82 0.24255791 ... 8.42311 8.565679 94.70222\n",
"UGC10710 82 85 0.2684362 ... 8.46743 8.631951 116.5556\n",
"UGC10710 82 88 0.32751876 ... 8.457115 8.616528 124.4806\n",
"UGC10710 82 91 0.43588564 ... 8.445618 8.599336 115.169174\n",
"UGC10710 82 94 0.35743794 ... 8.466224 8.630147 49.670353\n",
"UGC10710 85 88 0.12335152 ... 8.441028 8.592472 66.131744\n",
"UGC10710 85 91 0.13177331 ... 8.427107 8.571654 67.18998"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fluxtab"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Compare metallicity estimates without extinction"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"N2F = fluxtab['flux_[NII]6583_sm']\n",
"N2Fb = fluxtab['flux_[NII]6548_sm']\n",
"S2F = fluxtab['flux_[SII]6717_sm']\n",
"S2Fb = fluxtab['flux_[SII]6731_sm']\n",
"O2F = fluxtab['flux_[OII]3727_sm']\n",
"O3F = fluxtab['flux_[OIII]5007_sm']\n",
"O3Fb = fluxtab['flux_[OIII]4959_sm']\n",
"HaF = fluxtab['flux_Halpha_sm']\n",
"HbF = fluxtab['flux_Hbeta_sm']\n",
"\n",
"R2 = np.log10(O2F) - np.log10(HbF)\n",
"N2 = np.log10(N2Fb+N2F) - np.log10(HbF)\n",
"S2 = np.log10(S2F+S2Fb) - np.log10(HbF)\n",
"R3 = np.log10(O3Fb+O3F) - np.log10(HbF)\n",
"O3N2 = np.log10(O3F) - np.log10(HbF) - (np.log10(N2F) - np.log10(HaF))\n",
"snrcut = 3\n",
"Hbg = (abs(fluxtab['e_flux_Hbeta_sm']/fluxtab['flux_Hbeta_sm']) < 1/snrcut)\n",
"cond = Hbg & (HaF>0) & (HbF>0) & (N2F>0) & (N2Fb>0) & (S2F>0) & (S2Fb>0) & (O2F>0) & (O3F>0) & (O3Fb>0)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Equation (2) of 2013A&A...559A.114M\n",
"ZOH_M13 = 8.533 - 0.214 * O3N2[cond]\n",
"# Equation (3) of 2004MNRAS.348L..59P\n",
"ZOH_PP04 = 8.73 - 0.32 * O3N2[cond]\n",
"# Equation (9) of 2016MNRAS.457.3678P\n",
"ZOH_PG16S = 8.445 + 0.699*N2[cond] + S2[cond]*(0.217*N2[cond] - 0.253)\n",
"# Stellar surface density\n",
"sigstar = np.log10(fluxtab['sigstar_sm'][cond])\n",
"\n",
"x_det, y_det, z_det, *hist = xy2hist(sigstar, ZOH_M13, log=False)\n",
"x_pp, y_pp, z_pp, *hist_pp = xy2hist(sigstar, ZOH_PP04, log=False)\n",
"x_pg, y_pg, z_pg, *hist_pg = xy2hist(sigstar, ZOH_PG16S, log=False)\n",
"\n",
"fig, (ax1, ax2, ax3) = plt.subplots(ncols=3, figsize=(15,6))\n",
"sc1 = ax1.scatter(x_det, y_det, c=z_det, s=20, cmap='jet')\n",
"cb1 = plt.colorbar(sc1)\n",
"sc2 = ax2.scatter(x_pp, y_pp, c=z_pp, s=20, cmap='jet')\n",
"cb2 = plt.colorbar(sc2)\n",
"sc3 = ax3.scatter(x_pg, y_pg, c=z_pg, s=20, cmap='jet')\n",
"cb3 = plt.colorbar(sc3)\n",
"ax1.set_title('O3N2, Marino+13')\n",
"ax2.set_title('O3N2, PP04')\n",
"ax3.set_title('PG16S')\n",
"plt.subplots_adjust(wspace=0.15)\n",
"\n",
"for ax in [ax1, ax2, ax3]:\n",
" ax.axhline(8.69, ls=':', color='k', label='solar')\n",
" if ax == ax1:\n",
" # From MaNGA paper, doi:10.1093/mnras/stw1984\n",
" xmod = np.linspace(1,3,num=50)\n",
" ymod = 8.55 + 0.014*(xmod-3.14)*np.exp(-(xmod-3.14))\n",
" ax.plot(xmod,ymod,color='magenta',ls='--',lw=4,label='JKBB+16')\n",
" ax.set_ylabel('12 + log(O/H)',fontsize=14,labelpad=8)\n",
" ax.legend(loc='upper left',fontsize=12)\n",
" ax.set_xlabel('log $\\Sigma_*$ ['+str(fluxtab['sigstar_sm'].unit)+']',fontsize=14)\n",
" ax.set_ylim([8.0, 9.5])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Compare metallicity estimates with extinction"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"fluxcols=['flux_Hbeta_sm','flux_Halpha_sm','flux_[OII]3727_sm','flux_[NII]6548_sm','flux_[NII]6583_sm',\n",
" 'flux_[SII]6717_sm','flux_[SII]6731_sm','flux_[OIII]4959_sm','flux_[OIII]5007_sm']"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"EdgeTable length=18718\n",
"
\n",
"| Name | ix | iy | flux_[OII]3727_sm | flux_[OII]3727_avcor_sm | flux_[OIII]5007_sm | flux_[OIII]5007_avcor_sm | flux_[OIII]4959_sm | flux_[OIII]4959_avcor_sm | flux_Hbeta_sm | flux_Hbeta_avcor_sm | flux_Halpha_sm | flux_Halpha_avcor_sm | flux_[NII]6583_sm | flux_[NII]6583_avcor_sm | flux_[NII]6548_sm | flux_[NII]6548_avcor_sm | flux_[SII]6717_sm | flux_[SII]6717_avcor_sm | flux_[SII]6731_sm | flux_[SII]6731_avcor_sm | e_flux_Hbeta_sm | e_flux_Halpha_sm | flux_AHa_corr_sm | ZOH_sm | ZOH_PP04_sm | sigstar_sm |
\n",
" | | | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | 1e-16 erg / (s cm2) | mag | dex | dex | solMass / pc2 |
\n",
"| bytes13 | int32 | int32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 | float32 |
\n",
"| IC0480 | 49 | 73 | 0.0870074 | 0.0870074 | 0.029897282 | 0.029897282 | 0.00988701 | 0.00988701 | 0.090097725 | 0.090097725 | 0.1102351 | 0.1102351 | 0.039026078 | 0.039026078 | 0.03247296 | 0.03247296 | 0.052571528 | 0.052571528 | 0.07800524 | 0.07800524 | 0.04135729 | 0.021687174 | 0.0 | 8.539017 | 8.738997 | 12.573614 |
\n",
"| IC0480 | 52 | 37 | 0.18770462 | 0.18770462 | 0.0006616841 | 0.0006616841 | 0.020474317 | 0.020474317 | 0.077797696 | 0.077797696 | 0.13354938 | 0.13354938 | 0.04970629 | 0.04970629 | -0.0033357728 | -0.0033357728 | -0.008401535 | -0.008401535 | 0.0081396485 | 0.0081396485 | 0.050240315 | 0.015807211 | 0.0 | 8.884192 | 9.255148 | 26.140268 |
\n",
"| IC0480 | 52 | 40 | 0.032523226 | 0.032523226 | 0.015297297 | 0.015297297 | 0.019732146 | 0.019732146 | 0.095175065 | 0.095175065 | 0.24623917 | 0.24623917 | 0.08073771 | 0.08073771 | 0.0021618328 | 0.0021618328 | 0.06013462 | 0.06013462 | 0.03042223 | 0.03042223 | 0.038109075 | 0.015223875 | 0.0 | 8.59926 | 8.829081 | 24.226116 |
\n",
"| IC0480 | 52 | 43 | 0.20427044 | 2.160007 | 0.035552263 | 0.19784589 | 0.021748396 | 0.1236623 | 0.06439884 | 0.38339454 | 0.3144415 | 1.1008148 | 0.091267064 | 0.31800622 | 0.014382704 | 0.050530653 | 0.10108422 | 0.34123284 | 0.055692498 | 0.18738125 | 0.053109188 | 0.015992831 | 1.360436 | 8.473248 | 8.640651 | 31.621964 |
\n",
"| IC0480 | 52 | 46 | 0.40225303 | 21.230713 | 0.04589472 | 0.8229836 | 0.014781727 | 0.27483875 | 0.042140394 | 0.8464748 | 0.29628724 | 2.4369287 | 0.06591417 | 0.53784406 | 0.017525518 | 0.14500754 | 0.10502746 | 0.81255066 | 0.09001239 | 0.69251883 | 0.026825199 | 0.01795241 | 2.2878246 | 8.385384 | 8.509265 | 54.41814 |
\n",
"| IC0480 | 52 | 49 | 0.5109807 | 1.3953276 | 0.04305821 | 0.08944974 | -0.016751453 | -0.035120312 | 0.08713781 | 0.1863002 | 0.31298056 | 0.53370893 | 0.050059613 | 0.08519226 | 0.03223156 | 0.05504583 | 0.10246124 | 0.17203383 | 0.107932776 | 0.1809652 | 0.047718827 | 0.021215593 | 0.5794677 | 8.428165 | 8.573238 | 27.101135 |
\n",
"| IC0480 | 52 | 52 | 0.7282568 | 0.7282568 | 0.046769876 | 0.046769876 | -0.025693739 | -0.025693739 | 0.11716338 | 0.11716338 | 0.32595628 | 0.32595628 | 0.06137293 | 0.06137293 | 0.02597816 | 0.02597816 | 0.1093184 | 0.1093184 | 0.10446421 | 0.10446421 | 0.03686725 | 0.021137634 | 0.0 | 8.46316 | 8.625566 | 23.207003 |
\n",
"| IC0480 | 52 | 55 | 0.9046924 | 1.4234103 | 0.07557559 | 0.10510802 | -0.035164747 | -0.049108725 | 0.10379839 | 0.14624368 | 0.32900062 | 0.41857204 | 0.085429996 | 0.10858989 | 0.03418405 | 0.043520406 | 0.1176154 | 0.1485936 | 0.09720425 | 0.12272833 | 0.0544134 | 0.026175255 | 0.26143375 | 8.437176 | 8.586711 | 21.871445 |
\n",
"| IC0480 | 52 | 58 | 0.4987465 | 0.90030575 | 0.0561907 | 0.08636848 | -0.006440433 | -0.0099528525 | 0.09428996 | 0.14739953 | 0.30832374 | 0.42197666 | 0.11387592 | 0.15566798 | 0.039778575 | 0.054489944 | 0.13490917 | 0.18296345 | 0.11439781 | 0.15501738 | 0.042590417 | 0.021340411 | 0.34070367 | 8.488536 | 8.663512 | 31.224186 |
\n",
"| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
\n",
"| UGC10710 | 82 | 76 | 0.16022621 | 0.8504139 | 0.045934264 | 0.1547834 | 0.012153165 | 0.041580964 | 0.04992086 | 0.17644608 | 0.20847397 | 0.5060376 | 0.045280185 | 0.10954342 | 0.050486285 | 0.12285542 | 0.05896868 | 0.13949715 | 0.029508669 | 0.06964272 | 0.01349069 | 0.012928446 | 0.9628274 | 8.398823 | 8.529361 | 36.96709 |
\n",
"| UGC10710 | 82 | 79 | 0.22628286 | 4.168528 | 0.094267435 | 0.78574765 | 0.023497574 | 0.20113866 | 0.07827878 | 0.7092051 | 0.43349308 | 2.038172 | 0.112873405 | 0.5276115 | 0.06372519 | 0.30093467 | 0.10970437 | 0.4931229 | 0.06536664 | 0.29262465 | 0.016440732 | 0.01558738 | 1.6806467 | 8.390667 | 8.517165 | 77.58735 |
\n",
"| UGC10710 | 82 | 82 | 0.24255791 | 3.2467554 | 0.10042375 | 0.6634569 | 0.038316406 | 0.25920656 | 0.105462566 | 0.75043374 | 0.543226 | 2.155514 | 0.15856762 | 0.6259314 | 0.060785186 | 0.24213743 | 0.13626258 | 0.5194693 | 0.08480374 | 0.32211915 | 0.012412386 | 0.013737223 | 1.4964257 | 8.42311 | 8.565679 | 94.70222 |
\n",
"| UGC10710 | 82 | 85 | 0.2684362 | 1.4284235 | 0.098271005 | 0.33176264 | 0.04123951 | 0.14136548 | 0.14911671 | 0.5280838 | 0.6230887 | 1.5145216 | 0.20278955 | 0.4912652 | 0.056196235 | 0.13693812 | 0.15960133 | 0.3780574 | 0.093449906 | 0.22084153 | 0.014324837 | 0.016215729 | 0.96431386 | 8.46743 | 8.631951 | 116.5556 |
\n",
"| UGC10710 | 82 | 88 | 0.32751876 | 2.9232683 | 0.1449957 | 0.71323985 | 0.05287768 | 0.26535735 | 0.1994595 | 1.0445682 | 0.9371745 | 2.998353 | 0.3011065 | 0.95912915 | 0.077674896 | 0.24932869 | 0.21659751 | 0.66995394 | 0.17035489 | 0.52530485 | 0.018179536 | 0.016626917 | 1.2626557 | 8.457115 | 8.616528 | 124.4806 |
\n",
"| UGC10710 | 82 | 91 | 0.43588564 | 5.2171426 | 0.1830026 | 1.1145021 | 0.050604194 | 0.31524754 | 0.22881901 | 1.4961102 | 1.1491003 | 4.2965646 | 0.3589186 | 1.3353608 | 0.08512357 | 0.31947297 | 0.25932652 | 0.93319625 | 0.20814663 | 0.7464175 | 0.0137946075 | 0.016688244 | 1.4319085 | 8.445618 | 8.599336 | 115.169174 |
\n",
"| UGC10710 | 82 | 94 | 0.35743794 | 1.5340706 | 0.12879373 | 0.37182644 | 0.029977286 | 0.08770275 | 0.19854747 | 0.5976026 | 0.7901539 | 1.7132865 | 0.24986327 | 0.5401976 | 0.06776654 | 0.14726 | 0.19456595 | 0.41249788 | 0.14232908 | 0.30113435 | 0.017470453 | 0.017791692 | 0.8402957 | 8.466224 | 8.630147 | 49.670353 |
\n",
"| UGC10710 | 85 | 88 | 0.12335152 | 2.3813593 | 0.054074615 | 0.46636426 | 0.0071914415 | 0.063721314 | 0.061936155 | 0.5813864 | 0.34665504 | 1.6709661 | 0.11250467 | 0.5390932 | 0.028205257 | 0.13656305 | 0.09589571 | 0.44159874 | 0.06051258 | 0.277504 | 0.018478405 | 0.009063306 | 1.7076753 | 8.441028 | 8.592472 | 66.131744 |
\n",
"| UGC10710 | 85 | 91 | 0.13177331 | 2.5762289 | 0.07718527 | 0.6718189 | 0.011539073 | 0.103199035 | 0.075996235 | 0.72020364 | 0.42656717 | 2.0699852 | 0.1386436 | 0.66879314 | 0.03133806 | 0.1527542 | 0.108054236 | 0.500836 | 0.09056572 | 0.4180275 | 0.013616693 | 0.010843548 | 1.7149495 | 8.427107 | 8.571654 | 67.18998 |
\n",
"
"
],
"text/plain": [
"\n",
" Name ix iy flux_[OII]3727_sm ... ZOH_sm ZOH_PP04_sm sigstar_sm \n",
" 1e-16 erg / (s cm2) ... dex dex solMass / pc2\n",
"bytes13 int32 int32 float32 ... float32 float32 float32 \n",
"-------- ----- ----- ------------------- ... -------- ----------- -------------\n",
" IC0480 49 73 0.0870074 ... 8.539017 8.738997 12.573614\n",
" IC0480 52 37 0.18770462 ... 8.884192 9.255148 26.140268\n",
" IC0480 52 40 0.032523226 ... 8.59926 8.829081 24.226116\n",
" IC0480 52 43 0.20427044 ... 8.473248 8.640651 31.621964\n",
" IC0480 52 46 0.40225303 ... 8.385384 8.509265 54.41814\n",
" IC0480 52 49 0.5109807 ... 8.428165 8.573238 27.101135\n",
" IC0480 52 52 0.7282568 ... 8.46316 8.625566 23.207003\n",
" IC0480 52 55 0.9046924 ... 8.437176 8.586711 21.871445\n",
" IC0480 52 58 0.4987465 ... 8.488536 8.663512 31.224186\n",
" ... ... ... ... ... ... ... ...\n",
"UGC10710 82 76 0.16022621 ... 8.398823 8.529361 36.96709\n",
"UGC10710 82 79 0.22628286 ... 8.390667 8.517165 77.58735\n",
"UGC10710 82 82 0.24255791 ... 8.42311 8.565679 94.70222\n",
"UGC10710 82 85 0.2684362 ... 8.46743 8.631951 116.5556\n",
"UGC10710 82 88 0.32751876 ... 8.457115 8.616528 124.4806\n",
"UGC10710 82 91 0.43588564 ... 8.445618 8.599336 115.169174\n",
"UGC10710 82 94 0.35743794 ... 8.466224 8.630147 49.670353\n",
"UGC10710 85 88 0.12335152 ... 8.441028 8.592472 66.131744\n",
"UGC10710 85 91 0.13177331 ... 8.427107 8.571654 67.18998"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"get_Alambda(fluxtab, fluxcols, fluxtab['flux_AHa_corr_sm'])\n",
"fluxtab"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"N2F = fluxtab['flux_[NII]6583_avcor_sm']\n",
"N2Fb = fluxtab['flux_[NII]6548_avcor_sm']\n",
"S2F = fluxtab['flux_[SII]6717_avcor_sm']\n",
"S2Fb = fluxtab['flux_[SII]6731_avcor_sm']\n",
"O2F = fluxtab['flux_[OII]3727_avcor_sm']\n",
"O3F = fluxtab['flux_[OIII]5007_avcor_sm']\n",
"O3Fb = fluxtab['flux_[OIII]4959_avcor_sm']\n",
"HaF = fluxtab['flux_Halpha_avcor_sm']\n",
"HbF = fluxtab['flux_Hbeta_avcor_sm']\n",
"\n",
"R2 = np.log10(O2F) - np.log10(HbF)\n",
"N2 = np.log10(N2Fb+N2F) - np.log10(HbF)\n",
"S2 = np.log10(S2F+S2Fb) - np.log10(HbF)\n",
"R3 = np.log10(O3Fb+O3F) - np.log10(HbF)\n",
"O3N2 = np.log10(O3F) - np.log10(HbF) - (np.log10(N2F) - np.log10(HaF))\n",
"snrcut = 3\n",
"Hbg = (abs(fluxtab['e_flux_Hbeta_sm']/fluxtab['flux_Hbeta_sm']) < 1/snrcut)\n",
"cond = Hbg & (HaF>0) & (HbF>0) & (N2F>0) & (N2Fb>0) & (S2F>0) & (S2Fb>0) & (O2F>0) & (O3F>0) & (O3Fb>0)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Equation (2) of 2013A&A...559A.114M\n",
"ZOH_M13 = 8.533 - 0.214 * O3N2[cond]\n",
"# Equation (3) of 2004MNRAS.348L..59P\n",
"ZOH_PP04 = 8.73 - 0.32 * O3N2[cond]\n",
"# Equation (9) of 2016MNRAS.457.3678P\n",
"ZOH_PG16S = 8.445 + 0.699*N2[cond] + S2[cond]*(0.217*N2[cond] - 0.253)\n",
"# Stellar surface density\n",
"sigstar = np.log10(fluxtab['sigstar_sm'][cond])\n",
"\n",
"x_det, y_det, z_det, *hist = xy2hist(sigstar, ZOH_M13, log=False)\n",
"x_pp, y_pp, z_pp, *hist_pp = xy2hist(sigstar, ZOH_PP04, log=False)\n",
"x_pg, y_pg, z_pg, *hist_pg = xy2hist(sigstar, ZOH_PG16S, log=False)\n",
"\n",
"fig, (ax1, ax2, ax3) = plt.subplots(ncols=3, figsize=(15,6))\n",
"sc1 = ax1.scatter(x_det, y_det, c=z_det, s=20, cmap='jet')\n",
"cb1 = plt.colorbar(sc1)\n",
"sc2 = ax2.scatter(x_pp, y_pp, c=z_pp, s=20, cmap='jet')\n",
"cb2 = plt.colorbar(sc2)\n",
"sc3 = ax3.scatter(x_pg, y_pg, c=z_pg, s=20, cmap='jet')\n",
"cb3 = plt.colorbar(sc3)\n",
"ax1.set_title('O3N2, Marino+13')\n",
"ax2.set_title('O3N2, PP04')\n",
"ax3.set_title('PG16S')\n",
"plt.subplots_adjust(wspace=0.15)\n",
"\n",
"for ax in [ax1, ax2, ax3]:\n",
" ax.axhline(8.69, ls=':', color='k', label='solar')\n",
" ax.axhline(8.5, ls='--', color='k', label='$R_G$=8 kpc')\n",
" if ax == ax1:\n",
" # From MaNGA paper, doi:10.1093/mnras/stw1984\n",
" xmod = np.linspace(1,3,num=50)\n",
" ymod = 8.55 + 0.014*(xmod-3.14)*np.exp(-(xmod-3.14))\n",
" ax.plot(xmod,ymod,color='magenta',ls='--',lw=4,label='JKBB+16')\n",
" ax.set_ylabel('12 + log(O/H)',fontsize=14,labelpad=8)\n",
" ax.legend(loc='upper left',fontsize=12)\n",
" ax.set_xlabel('log $\\Sigma_*$ ['+str(fluxtab['sigstar_sm'].unit)+']',fontsize=14)\n",
" ax.set_ylim([8.0, 9.5])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Histograms of strong-line ratios in Pilyugin & Grebel 2016"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"Text(0.5, 0, 'log([O III]/H$\\\\beta$)')"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(tight_layout=True)\n",
"gs = gridspec.GridSpec(2, 2)\n",
"ax00 = fig.add_subplot(gs[0, 0])\n",
"ax00.hist(R2[cond], bins='scott')\n",
"ax00.set_xlabel(r'log([O II]/H$\\beta$)', size='x-large')\n",
"ax01 = fig.add_subplot(gs[0, 1])\n",
"ax01.hist(N2[cond], bins='scott')\n",
"ax01.set_xlabel(r'log([N II]/H$\\beta$)', size='x-large')\n",
"ax10 = fig.add_subplot(gs[1, 0])\n",
"ax10.hist(S2[cond], bins='scott')\n",
"ax10.set_xlabel(r'log([S II]/H$\\beta$)', size='x-large')\n",
"ax11 = fig.add_subplot(gs[1, 1])\n",
"ax11.hist(R3[cond], bins='scott')\n",
"ax11.set_xlabel(r'log([O III]/H$\\beta$)', size='x-large')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Histograms of O3N2 and Metallicity"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(tight_layout=True)\n",
"gs = gridspec.GridSpec(2, 2)\n",
"ax = fig.add_subplot(gs[:, 0])\n",
"ax.hist(O3N2, bins='scott')\n",
"ax.set_xlabel(r'log[([O III]/H$\\beta$)/([NII]/H$\\alpha$)]', size='x-large')\n",
"ax1 = fig.add_subplot(gs[0, 1])\n",
"ax1.hist(ZOH_M13, bins='scott')\n",
"ax1.set_xlabel('12 + log(O/H)', size='x-large')\n",
"ax1.set_xlim([8,9.5])\n",
"ax1.text(0.95,0.85, 'Marino+13', ha='right', transform=ax1.transAxes)\n",
"ax1.axvline(8.55, ls=':', color='k')\n",
"ax2 = fig.add_subplot(gs[1, 1])\n",
"ax2.hist(ZOH_PG16S, bins='scott')\n",
"ax2.set_xlabel('12 + log(O/H)', size='x-large')\n",
"ax2.set_xlim([8,9.5])\n",
"ax2.text(0.95,0.85, 'PG16S', ha='right', transform=ax2.transAxes)\n",
"ax2.axvline(8.55, ls=':', color='k')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.10.15"
}
},
"nbformat": 4,
"nbformat_minor": 4
}