{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Observations of galaxies\n", "\n", "In this chapter, we will walk through some of the basics of astronomical observations of galaxies." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n", "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "from IPython.display import Image\n", "from IPython.display import Video, HTML, YouTubeVideo\n", "import numpy as np\n", "import pylab as pl\n", "%pylab inline\n", "conf = %config InlineBackend.rc\n", "conf[\"figure.figsize\"] = (6, 6)\n", "conf['savefig.dpi']=100\n", "conf['font.serif'] = \"Computer Modern\"\n", "conf['font.sans-serif'] = \"Computer Modern\"\n", "conf['text.usetex']=True\n", "\n", "width = 600\n", "%config InlineBackend.rc\n", "%pylab inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Measuring light from galaxies\n", "\n", "The bolometric luminosity of a galaxy tells us the total energy per unit time emitted by the components of a galaxy. The luminosities of galaxies are often measured in specific wavelength bands. This is achieved by passing the light coming into the telescope via a filter system like the one shown below." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "slideshow": { "slide_type": "slide" } }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(url=\"http://www.astro.uvic.ca/~gwyn/cfhtls/photz/cfhtlsugriz.gif\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This shows the filter response curves for the Canada France Hawaii Telescope Legacy Survey (CFHTLS). The light colored lines show the light which gets transmitted by the actual filter on the telescope. This then has to be further multiplied by losses due to the telescope (mirror, optics), and the CCD quantum efficiency. This results in the final filter response curves seen in bold." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The telescope measures the surface brightness of objects (energy per unit time per unit area per solid angle) that arrives at the telescope. The surface brightness when integrated over the solid angle covered by the galaxy gives its flux (energy per unit time per unit area). The flux is related to the luminosity by\n", "\\begin{equation}\n", "F = \\frac{L}{4\\pi D_{\\rm l}^2}\n", "\\end{equation}\n", "where $D_{\\rm l}$ is the luminosity distance to the galaxy.\n", "\n", "The observed flux from a galaxy, $\\tilde{f}$, in a given band, is related to its intrinsic spectral energy distribution, $f(\\lambda)$, by\n", "\\begin{equation}\n", "\\tilde{f} = \\int f_{\\lambda} R(\\lambda) A(\\lambda) G(\\lambda) d\\lambda \n", "\\end{equation}\n", "where $R(\\lambda)$ is the total filter response functions shown above, $A(\\lambda)$ is the atmospheric extinction due to the light traveling at a given angle in the atmosphere, $G(\\lambda)$ is the extinction due to dust in the Milky Way towards the direction of the galaxy. The atmospheric and galactic extinction are corrected for using airmass and extinction corrections.\n", "\n", "- How would one determine the dependence of the atmospheric extinction on the elevation of an object?\n", "\n", "
\n", " Click for Answer \n", " \n", " Answer could be potentially written here.\n", "\n", "
\n", "\n", "Astronomers use the logarithmic scale of apparent magnitudes to describe fluxes. A difference of 5 magnitudes corresponds to a difference of 100 in flux. Thus two objects with magnitude $m_1$ and $m_2$ are related by\n", "\\begin{equation}\n", "m_1 - m_2 = -2.5 \\log_{10}{\\frac{f_1}{f_2}}\n", "\\end{equation}\n", "\n", "This defines the magnitude scale upto a constant. The constant was typically chosen such that the star Vega corresponds to magnitude zero. These are called Vega magnitudes. However the system was standardized to remove the necessity of a reference by defining\n", "\n", "\\begin{equation}\n", "m = -2.5 \\log_{10}{f} - 48.60\n", "\\end{equation}\n", "where $f$ is in units of ${\\rm erg\\,s}^{-1}{\\rm cm}^{-2}{\\rm Hz}^{-1}$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The flux of an object is dependent upon its distance from us. Thus to get a measure of the luminosity of a galaxy independent of the distance, astronomers define absolute magnitude, as the magnitude that the object would have if it was at a distance of 10 parsec. The absolute magnitude can be calculated from the apparent magnitude only if its luminosity distance is known.\n", "\n", "\\begin{equation}\n", "m - M = 5 \\log_{10} \\frac{d_{\\rm L}}{10 \\,{\\rm pc}} = 5 \\log_{10} \\frac{d_{\\rm L}}{{\\rm Mpc}} + 25.0\n", "\\end{equation}\n", "\n", "One can also use the above equation to obtain the distance if the absolute magnitude of the object is known based on some theoretical or empirical grounds.\n", "\n", "- Suppose I know that supernovae of a particular type all have the same luminosity, what can we infer from the apparent magnitudes of two supernovae?\n", "\n", "
\n", " Click for Answer \n", " \n", " Answer could be potentially written here.\n", "\n", "
\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Spectroscopy of galaxies\n", "\n", "The light passed through a spectroscopic instrument disperses the flux as a function of wavelength. The quantity $f_{\\lambda} d\\lambda$ denotes the flux obtained within a wavelength range $\\lambda\\pm d\\lambda/2$. The light is gathered from a slit or a fiber and sent towards the spectroscopic instrument. Large surveys can be carried out if the telescope has a multi-object or multi-fiber spectroscopic capability, which can take light from multiple targets in the field of view of the telescope. Nearby galaxies can also be targeted using integral field spectroscopy where multiple fiber bundles are put together to get the spectrum in different regions of the galaxy.\n", "\n", "The spectroscopic studies of galaxies reveal continuum emission which is punctuated at different places by emission and absorption lines. Absorption and emission lines reveal the composition and ionization state of the stellar atmospheres and the gas within the galaxy.\n", "\n", "Spectra are also a crucial input to the study of galactic dynamics. The photons arriving from the galaxy towards us are shifted in wavelength due to the motion of the emitters or absorbers. This shift in wavelength is a combination of the cosmological expansion as well as the motion within the galaxy. Although all the photons will share the cosmological redshift, the random motions within the galaxy blur out the lines due to the velocity distribution. The location of the line thus contains information about the streaming motion while the shape of the line thus contains information about the velocity distribution.\n", "\n", "### Spectra of different type of galaxies\n", "\n", "The spectra of galaxies can show different spectrum dependent upon their type. Here are some examples:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(url=\"http://astroweb.cwru.edu/cassie/323/jan22p9.jpg\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Star forming galaxies show many distinct emission lines along with a broad blue continuum emission. The equivalent width of these emission lines decreases as we move to objects with bigger and more prominent bulges such as the S0s. The continuum emission from S0s is also lacking output in blue which gives them a redder appearance.\n", "\n", "- Can you think of how the broad band continuum features could be used to obtain a redshift using just the photometry of galaxies?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Elliptical galaxies\n", "\n", "### Structure of elliptical galaxies\n", "\n", "The surface brightness profiles of elliptical galaxies can be well fit by the profile introduced by Sersic in 1963 (Caon et al. 1990, 1993, 1994). \n", "\n", "\\begin{equation}\n", "I(R) = I_{\\rm e} {\\rm exp}\\left( -b_n \\left[ \\left( \\frac{R}{R_{\\rm e}} \\right)^{1/n} - 1 \\right] \\right)\n", "\\end{equation}\n", "\n", "The Sersic profile has three free parameters, $I_{\\rm e}, R_{\\rm e}$ and $n$. The term $b_n$ is used to set the normalization of the profile such that the integrated light within the effective radius $R_{\\rm e}$ is equal to half of the total light from the galaxy.\n", "\n", "- Compute the relation between central surface brightness ($\\mu_0=-2.5\\log_{10} I_0$) and the effective surface brightness ($\\mu_e=-2.5\\log_{10} I_e$).\n", "- Compute difference between effective surface brightness and the mean effective surface brightness averaged over all radii.\n", "- What value of $n$ for the Sersic profile gives rise to an exponential profile?\n", "- Prugniel and Simien (1997) also gave approximate expressions for the three dimensional density profile which when projected gives rise to the Sersic profile.\n", "\n", "
\n", " Click for Answer \n", " \n", " Answer could be potentially written here.\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, '$\\\\mu$')" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "findfont: Font family ['serif'] not found. Falling back to DejaVu Sans.\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "class sersic:\n", " def __init__(self, Ie, Re, n):\n", " self.Ie = Ie\n", " self.Re = Re\n", " self.n = n\n", " if self.n>=0.5 or self.n<=10:\n", " self.bn = 1.9992 * n - 0.3271\n", " else:\n", " print (\"Use n between 0.5 and 10 for approximation to work\")\n", " print (\"General purpose n is left as exercise, see below and contribute code\")\n", " \n", " def profile(self, R):\n", " facR = (R/self.Re)**(1/self.n) - 1\n", " expfac = -facR*self.bn\n", " return -2.5*np.log10(self.Ie*np.exp(expfac))\n", "\n", "\n", "ax = pl.subplot(111)\n", "#R = np.logspace(-3, 1.6, 100)\n", "R = np.linspace(0, 30.0, 100)\n", "#ax.set_xscale(\"log\")\n", "#ax.set_yscale(\"log\")\n", "ax.set_ylim(29.0, 18.0)\n", "ax.set_xlim(0.0, 30.0)\n", "\n", "\n", "Ie = 10**(-25.0/2.5)\n", "Re = 10.0\n", "\n", "for nn in [0.5, 1.0, 2.0, 4.0, 10.0]:\n", " aa = sersic (Ie, 10.0, nn)\n", " ax.plot(R, aa.profile(R), label=\"n=%.1f\" % nn)\n", "ax.legend()\n", "\n", "ax.axhline(25.0, alpha=0.1)\n", "ax.axvline(10.0, alpha=0.1)\n", "ax.set_xlabel(\"R\")\n", "ax.set_ylabel(r\"$\\mu$\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Sersic profile is an empirical profile. Higher concentration of light towards the centers correspond to larger values of n. Elliptical galaxies, despite their varied formation history, all seem to settle down in this particular profile. Here are a couple of examples from Caon et al. (1993), NGC 4552 with n=13.9 and NGC 4464 with n=2.4." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 5, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/Caon1993.png\", width=width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice the flattening towards the innermost regions. Part of it could be physical while part of it due to the point spread function. The situation improved after the Hubble Space telescope was launched. Here are a couple of interesting examples from the HST (Graham et al. 2003), one showing a deficit, the other one being well fit by the Sersic profile." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 6, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/Graham2003.png\", width=width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There is quite an extensive literature about whether the inner regions show a cored structure and what empirical profile can be used to describe those. The Nuker law, core-Sersic profile are some of the empirical functions used to describe this behaviour in the inner regions. \n", "\n", "What could cause some galaxies to have cores? The centers of elliptical galaxies are supposed to be sites of super massive binary black hole coalescences. During this coalescence, the stars in the inner regions can get kicked out due to 3 body interactions. This could result in a deficit of light at the center. You need a few massive major mergers in order to create a core, and depending upon the evolution history of a galaxy, it could indeed undergo a few such major mergers. Brighter ellipticals typically have such cores.\n", "\n", "Fainter galaxies on the other hand can have excess light near the centers compared to the Sersic profile. These are due to nuclear star clusters. Such excess light can often be fit as a Gaussian component (e.g., Wadadekar et al. 1999) or a point source component in addition to the Sersic profile.\n", "\n", "In addition to the deviations from Sersic in the innermost regions, the light profiles in the outskirts of Brightest cluster galaxies (BCGs) can show excess light compared to the Sersic fit in the inner regions. This is due to the presence of intracluster light. Although it is difficult to understand where the actuall stellar mass of the BCG ends and the intracluster light begins, there are some indications based on the 2-d profile fits that there is a change in the ellipticity profiles (Gonzalez et al. 2005). One has to be very careful about background subtraction issues when dealing with intracluster light. If the background is estimated locally in a small enough patch then the intracluster light could just get subtracted from the outskirts of galaxies.\n", "\n", "### The two dimensional shapes of ellipticals\n", "\n", "The isophotal shapes of elliptical galaxies can be commonly fit with ellipses, with the minor-to-major axis ratios (b/a) and the angle of the major axis with respect to a fixed reference direction in the plane of the sky. The ellipticity can be different at different distances of isophotes from the center, there could be twists in the isophotes as well.\n", "\n", "However, there are small deviations seen in the isophotes from ellipses. See for example the following examples from Lauer (1985).\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 7, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/disky_elliptical.png\", width=width)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 8, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/boxy_elliptical.png\", width=width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These deviations can be characterized by Fourier coefficients. \n", "\n", "\\begin{equation}\n", "\\Delta \\phi = R_{\\rm iso}(\\phi) - R_{\\rm ell}(\\phi) = a_0 + \\sum_{n} \\left[a_n cos(n\\phi) + b_n sin(n\\phi)\\right]\n", "\\end{equation}\n", "\n", "The value of $R_{\\rm ell}(\\phi)$ is obtained by varying a_0, a_1, b_1, a_2, b_2. The value of odd $n$ will give deviations from axisymmetry. The sign of $a_4$ in particular tells about diskiness ($a_4 \\gt 0$) or boxiness ($a_4 \\lt 0$) of the isophotes.\n", "\n", "Alternative ways to quantify deviations from elliptical isophotes is by looking at the variation of surface brightness along the best fit elliptical isophote.\n", "\n", "Empirically, there are correlations between disky or boxy ellipticals and other properties of elliptical galaxies. Boxy ellipticals are brighter, with significant dispersion compared to rotation, larger radio and X-ray emission. Disky ellipticals are fainter, have significant rotation, and less radio or Xray emission.\n", "\n", "### Structural scaling relations\n", "\n", "The concentration of elliptical galaxies (i.e. the Sersic index) is correlated with the luminosity/stellar mass and the central surface brightness in a linear fashion (see e.g. compilation by Graham and Guzman 2003)." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 9, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/ellipticalsSR.png\", width=width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The central surface brightness scales linearly with the magnitude of the ellipticals for galaxies fainter than $M_B>-20.0$. The dropoff for the brightest galaxies is related to the central deficit of light in the brighter galaxies. The central surface brightness assuming a direct extrapolation of the Sersic profile towards the centers of such galaxies does lie on the linear relation.\n", "\n", "Removing those galaxies (since the Sersic profile fit is not great), the central surface brightness scales with the sersic index - brighter central surface brightness galaxies have more concentrated profiles. These two scaling relations imply brighter ellipticals have more concentrated profiles.\n", "\n", "The above scaling relations can then be converted to relations between luminosity and effective surface brightness of galaxies, the luminosity-size relation, the size concentration relation, the size effective brightness relations. From the compilations in Graham 2013, these relations look non-linear (curved), but can be explained by the above linear relations and thus can explain the dichotomy seen in the non-linear relations between dwarf elliptical galaxies ($M_B \\gt -18.0$), and normal/luminous elliptical galaxies $M_B \\lt -18.0$ in a simple manner. " ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "execution_count": 10, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/ellipticalsSRb.png\", width=width)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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KO1vdlxn93ggFY8QMKqSjR4+af/FI0uBXB+f5i0eS7O3tNWXKFHXo0EEpKSmSpB9m/VDiXz7Hjx83HzduxMKRKLsuXbrEbku4JYSsCDEfu7u768uJX+YbykhS+/btNXjwYH377beSpFOnTmnjxo3q3r27zWsFUDzcf6G8s8V9WVl4b4SCscYMKqSf/vuT+dje3l5Dhw4tsH39evXVu3dv8+N169bp/PnzJarhxP+1d++xWZV5HsB/pbZFSlMrSBWBUaiuY4JIXC4aHXSNyg7jrIiF8TJRV4eNqJFRZ/3D+8ayLptRRiaYWW+gIDJZHHFdL2u8UFmYDeAtiLBy29IF3QoUIXKxpfuHyZHXXi1tT3n5fJIm53nf55zzKwlvn+d7znPejZuSbd/oAZCuPXv2xPsfvJ+0x44dG7179251v4nlEzPan376aYfXBnQc4y9orDvMjWiZO2bISu+8/U6yfdZZZ8XAga2vGS4vL4+FCxdGRER9fX1UVlZGeXl5u2vYsHFDsn3qqae2+zjQ2fLz8+Pnl/68yfeWLlva6NZZOBxVV1dnfB32xRdd3Kb9ysrKMtpVm6s6tC6gYxl/cbjrjHFZd5gb0TLBDFmntrY2Vn/63XrLUaNGtWm/s0efHTk5OckDsZYsWXJIHz4Zt9K6YkM3VlxcHE8//XST7024YkIsXry4iyuCjrejdkdGe9CgQW3a7+uvv85oH5Vr6ATdmfEXh7uOHpd1l7kRLTO6IOusX78+Dn6m9fevdjansLAwBg4YmFwNXb9+fbtrOHDgQFRVfXucoqKiKC0tjYiItWvXxmeffRbr1q2LAw0HYuCAgTFs2DBXdAA6Wd8+feO2225L2kOGDGnTfmvWrMlo9+/fv0PrAjqO8Rc01h3mRrROMEPW2bZtW0b72JJj27zvqX9xavLh8+W29i/fqP7f6uQrVsvKyqKysjIqplXEypUrm+w/fPjwmHLTlBg/fny7zwlA8wYPHhz33nNv6x2/Z86zczLaI0eN7KiSgA5m/AWNdYe5Ea3z8F+yzvc/NI49tu0fPsccc0yyvX379nbXsHHDd7fRrlq1Ki6fcHmzg4KIiA8++CB+NflXccMNN8RXX33V7vMC0HEWvbwoWV8f8e3zKkaNbNst4EDXM/6CxrrD3IjWuWOGrLPty8xUuKSkpM37HvwNHTt27Ij6+vrIzc39wTUcvL754IdNjhgxIk4//fQo7FUYW7dujSX/uSRqamqS9xe9vCi279gef1zwx8jLy/vB5wXg0NXV1cXjjz8eFdMqktdycnJi+j9NT7EqoDXGX9BYd5gb0TrBDFln+47MNPfgpLc1vXr1SrYbGhqitrY2+vTp84Nr2LhpY0Z7xIgR8bsZv2u0lrm+vj5eeuml+M3f/ya5UvPee+/FAw88EBUVFQFA11q+fHnceeed8cnqTzJev/++++Pcc89NqSqgLYy/oLHuMDeidZYykXWO7nl0Rnvvvr1t3nfPnj2Zxzr66GZ6tqx6c3WyfcEFF8TLi15u8gFzubm5MWHChFj00qIoKChIXn9m9jMZV3IA6Fw1NTUxderU+Om4n2aEMoWFhTFz5sy45ZZbUqwOaAvjL2isO8yNaJ1ghqzz/XWTO7bvaKZnY9u3fZcoFxQUZKTEP8RTTz0VW7dsjc/++7OYN3deq7fFDh06NO64446kvX///kYPnASg4+3fvz9mzZoVI0eNjLnz5mZ8c8W4ceNi2dJlceUvrkyxQqCtjL+gse4wN6J1ghmyTp++mbfXff/2vZZs2/7dGsy+ffseUh15eXlRUlIS+fn5ber/y2t+mbFm86OPPjqk8wPQsuXLl8dPxvwk7rv/vti1a1fy+qCBg2L+8/Njzuw5vh4bDjPGX5Cpu8yNaJlghqzTt0/mh0btjto273twgtzV6yePO+64GDBgQNKu+p+qLj0/wJFk+j9Pj3E/Gxfr1q1LXisqKop77r4nli5dGhdddFGK1QFdxfiLbHe4zo2ONIIZsk5paWlG+4v/+6LN+279fGuzx+kKJxx/QrK9e/fuLj8/QLZraGiIX9/+65g+fXocOHAgIiJ69OgR1113XaxYviKmTp0aPXv2TLlKoCsZf5HNDue50ZHEtzKRdcrKyqK4uDh27twZERHvv/9+m/Zbt25dbN/+3a19I0eO7JT6WnLwrYX9Svt1+fkBst2jMx6N5557LmmXlZXFzMdmxogRI1KsCkiT8RfZ7HCeGx1JBDNknR49esTo0aPjjTfeiIiIJUuWRH19fcb64aa89fZbGe1zzjmnXed/8B8ejGXLlkVERL9+/eLZOc+2ab/du3fHpk2bknbZkLJ2nR+Apq1YsSIefvjhpD161OiYN29eFBcXp1gV0BGMv6Bpac+NaBtLmchKl4+/PNmuqalJPohacvAV1AEDBsSIv2zf1dOC/IJYsWJFrFixIl599dWMP/YteeWVV2L//v1Je8yYMe06PwBNm/aP05LlSyeddFIsWLBAKANZwvgLmpfm3Ii2EcyQlS699NIoKSlJ2hXTKjL+6H7f3HlzY82aNUn76quvjh49Gv/3qK2tja1btyY/e/bsadTngr+6IKM98/czW613586d8VDFQ0m7qKgoLrzwwlb3A6BtVn+6OiorK5P29OnTo7CwMMWKgI5k/AXN66y5ER3Hvy5ZKT8/P26//fakvXbt2pj8d5Nj3759jfouXrw47r777qTdt2/fuOFvb2jyuPfee28MPWNo8rPwxYWN+owaOSrOPPPMpD1nzpx45NFHoq6ursljfvnll1E+sTw+//zz5LU7br8j48MTgEPz5n+8mWz37NkzCgsLY+XKlT/4p61X4YGuZfwFzeusuREdJ6ehoaEh7SKgM9TX18clYy+JDz/8MHmtf//+ceUvrozBgwfH7t27o/K9ynjttdeSW9sjIp544okYf9n4Jo956623xvwX5iftGTNmxDVXX9Oo38cffxxj/3psRhI9aOCguOrqq+KUU06J0tLSqKmpiWVLl8X8F+bHrl27kn6jR42OF198MfLz8w/p94eOMOGKCbF48eKI+HbN/upPVqdcEbTPFeVXxLvvvnvIxykvL4/HZz1+6AUBHc74i2x3KOOyzpgb0XE8/JeslZubG8/Pez4mTpoYq1atioiILVu2xG8f+W2T/XNycuLBBx/skA+eM844I2bNmhVTpkxJBgdVm6syHjrZlPPOOy/mzZ1nUADQwaqrq9MuAehkxl/QvDTnRrTOUiayWr9+/eKVf3slrr322hb/2JaVlcXsZ2bHlJumdNi5L/uby+LVf381Ro8a3WrfoqKiuOuuu2LBCwuiV69eHVYDAN86eLkCkL2Mv6B5ac6NaJmlTBwxvvjii/jTS3+KTZs2RXV1dfTu3TsGDRwUw4cPj0suuaRTH2i1du3aqHyvMjZXbY7NmzfHgYYDMeDEAXHigBNjyOAhcf7550dBQUGnnR8A4Ehj/AXNS3NuRGOCGQAAAICUiMEAAAAAUiKYAQAAAEiJYAYAAAAgJYIZAAAAgJQIZgAAAABSIpgBAAAASIlgBgAAACAlghkAAACAlAhmAAAAAFIimAEAAABIiWAGAAAAICWCGQAAAICUCGYAAAAAUiKYAQAAAEiJYAYAAAAgJYIZAAAAgJQIZgAAAABSIpgBAAAASIlgBgAAACAlghkAAACAlAhmAAAAAFIimAEAAABIiWAGAAAAICWCGQAAAICUHJV2AQAAR5KqzVWxaeOmiIgoKSmJoUOHRkTE3r17Y9GiRfHmm29G1eaqaGhoiNLS0jjn7HNi3M/GxY8G/SjFqgGAzpLT0NDQkHYRAABHikcefSSmTZsWERFjxoyJhf+6MP78X3+OyZMnx5YtW5rcJy8vL2666aa45+57okcPNzwDQDZxxwwAQIrefuftuOqqq6Kurq7ZPt9880089thjsW/vvqioqOjC6gCAziaYAQBISVVVVdx4441RV1cXRUVFMWnSpDjv3POid+/esWHDhnjr7bfi9ddfT/r/4V/+EBMnToxhw4alWDUA0JEEMwAAKdm4cWNERJSVlcX85+fHySefnLw3ZsyYuP7662PGjBnxUMVDyetPPvlkzJw5s8trBQA6h0XKAAAp6tmzZ8x+ZnZGKHOwm2++OY4//vik/eFHH3ZVaQBAFxDMAACkaNKkSXHaaac1+35eXl5cfPHFSbu5BwQDAIcnwQwAQIrKy8tb7XPCCSck2zt37oz6+vrOLAkA6EKCGQCAFP34tB+32qffcf26oBIAIA2CGQCAlBQUFERxcXGr/XKPyu2CagCANAhmAABS0ruwd9olAAApE8wAAAAApEQwAwAAAJASwQwAAABASgQzAAAAACkRzAAAAACkRDADAAAAkBLBDAAAAEBKBDMAAAAAKRHMAAAAAKREMAMAAACQkpyGhoaGtIsAAAAAOBK5YwYAAAAgJYIZAAAAgJQIZgAAAABSIpgBAAAASIlgBgAAACAlghkAAACAlAhmAAAAAFIimAEAAABIiWAGAAAAICWCGQAAAICUCGYAAAAAUiKYAQAAAEiJYAYAAAAgJYIZAAAAgJQIZgAAAABS8v/rFLbkThhb4AAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "execution_count": 11, "metadata": { "image/png": { "width": 300 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/ellipticalsSRc.png\", width=0.5*width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Colors of elliptical galaxies\n", "\n", "Elliptical galaxies have a red color because of the 4000A break straddling broad band filters. At same redshift, brighter ellipticals typically have redder color with color proportional to the magnitude (see figure below of members of the nearby Coma cluster of galaxies from Bower et al. 1999). The tightness of this relation in color can constrain the star formation history of the galaxy. The tightness of the color magnitude relation of ellipticals is useful to identify galaxy clusters in imaging surveys.\n", "\n", "Typically most of the stars that have been assembled in an elliptical form at very early times, although a number of them may have been formed in some other systems and then accreted on to the current elliptical via mergers. Mergers also reveal that the outskirts of elliptical galaxies are bluer compared to the innermost regions." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(url=\"https://ned.ipac.caltech.edu/level5/March06/Renzini/Figures/fig3.jpg\", width=width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Kinematic scaling relations\n", "\n", "The rotation velocities seen within ellipticals are quite small, especially at the bright end. A quantitative measure of the rotation is the ratio of maximum line-of-sight velocity difference from the average velocity (due to redshift for further away galaxies) to the line of sight velocity dispersion. If the elliptical galaxy is flattened by rotation one can expect that the ellipticity of the galaxy is related to this ratio. Larger the ellipticity (1-b/a), larger the rotation. Here is a compilation of data from the Mo, van den Bosch and White textbook. " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 13, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/vbysigma.png\", width=width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The open circles are brighter ellipticals ($M_B < -20.5$), the closed circles are fainter ones. The solid line is the expectation for an oblate spheroid flattened by rotation.\n", "\n", "The ratio of these points to the lines is shown in the right hand panel. It can be seen that the disky ellipticals typically follow the expectations from the oblate spheroid model quite well, but the boxy ellipticals do not.\n", "\n", "The elliptical galaxies also obey scaling relations between structural parameters and kinematic parameters. The effective radius, the average surface brightness within the effective radius and the velocity dispersion lie on a fundamental plane for elliptical galaxies (see data compiled by MBW book from Saglia et al. 1997, Wegner 1999)." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 14, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/fundamental_plane.png\", width=width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Disk galaxies\n", "\n", "As we see in the Hubble tuning fork diagram, disk galaxies are quite complicated with spiral arms, bars, bulges and existence of dust lanes. Ignoring all the complications, at zeroth order, galaxies are axisymmetric. Therefore, one can characterize the disk galaxies with the radially averaged surface brightness distribution and the vertical structure of the disk.\n", "\n", "The surface brightness distribution of a number of disk galaxies (see data compilation from MBW) can be fit by\n", "\n", "\\begin{equation}\n", "I(R) = \\frac{L}{2\\pi R_{\\rm d}^2} \\exp \\left( -\\frac{R}{R_{\\rm d}}\\right)\n", "\\end{equation}\n", "\n", "over a large range of radii.\n", "\n", "- Compute the effective radius of the galaxy (integrating within $R_{\\rm eff}$ should result in half the light in the total disk) as a function of $R_{\\rm d}$ if it follows the exponential distribution." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 15, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/SBdisk.png\", width=width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The effective radius scales with the magnitude of the galaxies, with brighter galaxies having larger radii (data compilation in MBW book from Impey et al. 1996b)." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Image(\"images/disksSRa.png\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let us look at the deviations in the central region compared to the exponential fit. The central regions show an increase compared to the exponential distribution. These increases can be described by a Sersic profile with a free parameter Sersic index (n) and they correspond to the bulge light light at the center of these galaxies. In the outskirts, some galaxies show another break from the exponential profile. The surface brightness seems to follow an exponential drop with a different scale radius, where the brak radius is a factor few (2.5-4.5) larger than the disk scale length, $R_{\\rm d}$.\n", "\n", "\n", "Initially it was thought that the bulges would be fit with $n=4$ (de Vaucouleurs law). Given that the Sersic indices of the bulges can be different, there was and is a discussion about the division of bulges in to classical bulges (n=4) and pseudo bulges (n=1). There is also discussion on whether these differences correspond to the formation mechanisms of bulges. However it is found that bulges have a range of Sersic indices rather than any bimodality.\n", "\n", "Here are some examples of scaling relations followed by disk galaxies from the data compilation by Graham 2013." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 17, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/disksSR.png\", width=width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Brighter bulges have large concentrations, and have larger surface brightness. There are also examples of bulgeless galaxies. How these galaxies survive the large amount of merging expected in $\\Lambda$CDM models, whether the masses of their black holes are correlated with the stellar mass of the entire galaxy are being actively researched." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Galaxy disks which are viewed edge-on also show vertical structure which can be fit by\n", "\n", "\\begin{equation}\n", "f(z) = {\\rm sech}^{2/n} \\left( \\frac{n|z|}{2z_{\\rm d}} \\right)\\,.\n", "\\end{equation}\n", "\n", "Values of $n=4, 2$ and $n=\\infty$ have been used to fit the vertical structure. These values of $n$ corresponds to a ${\\rm sech}^2$, ${\\rm sech}$, and exponentially declining model along the vertical direction.\n", "\n", "- Plot these distributions as a function of the height z\n", "\n", "The distributions often depend upon the behaviour at the mid-plane, larger values of n correspond to steeper profile at the center. The exact behaviour can be difficult to determine from edge on galaxies due to the presence of dust lanes, though.\n", "\n", "### Bars\n", "\n", "The bars seen in spiral galaxies can be characterized using the structure of their isophotes. The projected distribution of these bars can be fit with\n", "\n", "\\begin{equation}\n", "\\left(\\frac{|x|}{a}\\right)^c + \\left(\\frac{|y|}{b}\\right)^c = 1 \n", "\\end{equation}\n", "\n", "with c equal to 2 corresponds to ellipses, while larger values of c give rise to bar like structures.\n", "\n", "- Plot the above equations for various values of c.\n", "\n", "Although vertical heights of bars are quite difficult to determine, based on observations of edge on galaxies with bars, there is evidence that bars are quite thin.\n", "\n", "\n", "### Kinematic scaling relations\n", "\n", "Spectroscopic observations of HII emission regions in disk galaxies (optical disk) or the 21 cm observations of cold gas around galaxies (much further than the optical disk of the galaxy) can be used to measure the velocity field of disk galaxies. The circular orbits in a disk galaxy allow us to use these velocities to infer the rotation curve and thus the mass of the galaxy. For spherically symmetric mass distributions,\n", "\n", "\\begin{equation}\n", "V_{\\rm c}^2 (R) = \\frac{G M(\\lt R)}{R}.\n", "\\end{equation}\n", "\n", "The relation is a bit different for just disks, but far away from the stellar and gas disk one should observe a Keplerian drop off in the rotation velocities. Instead rotation curves show flattening at large radii, showing that the enclosed mass should grow with the radius. This is considered as evidence for dark matter in galaxies." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 18, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"images/Vcirc.png\", width=width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Although the velocity at larger radii is not driven by the luminosity of the galaxy, the maximum circular velocity shows a correlation with luminosity. This is called the Tully Fisher relation. The scatter between the two observables is quite small. In fact it is hard to measure the intrinsic scatter of the relation as the observed scatter seems to be driven by the measurement errors. The figure below (data from Begeman 1989) shows the width of the 21 cm line which is related to twice the maximum circular velocity $V_{\\rm max}$." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "" ] }, "execution_count": 19, "metadata": { "image/png": { "width": 600 } }, "output_type": "execute_result" } ], "source": [ " Image(\"images/TullyFisher.png\", width=width)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Statistical properties of galaxies\n", "\n", "### Luminosity function\n", "\n", "### Size distributions\n", "\n", "### Color-magnitude relation\n", "\n", "### Mass-metallicity relation\n", "\n", "### Morphology-density relation\n", "\n", "### Large scale structure of galaxies" ] } ], "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 2 }