{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "1d2bb3f4", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from astropy.io import ascii\n", "import math\n", "import pandas as pd" ] }, { "cell_type": "markdown", "id": "8ef21781", "metadata": {}, "source": [ "# Solar Neighborhood\n", "\n", "\"Drawing\"\n", "\n", "Let's use [Gaia](https://en.wikipedia.org/wiki/Gaia_(spacecraft)) data to look at the properties of stars in the solar neighborhood.\n", "\n", "The Gaia Data Release 2 was accompanied by [a paper](https://www.aanda.org/articles/aa/full_html/2018/08/aa32843-18/aa32843-18.html#T2) that makes loads of observational [Hertzsprung-Russell diagrams](https://en.wikipedia.org/wiki/Hertzsprung%E2%80%93Russell_diagram), or \"color-magnitude\" diagrams. Gaia has been making [stellar parallax](https://en.wikipedia.org/wiki/Parallax) measurments of stars in the Milky Way\n", "\n", "![stellar parallax](https://upload.wikimedia.org/wikipedia/commons/thumb/3/39/14-104-hubble-parallax.png/520px-14-104-hubble-parallax.png)\n", "\n", "Measuments of parallax $\\varpi$ in arcseconds observed with a 1 AU baseline can be converted to distances in parsecs as simply $d(\\mathrm{pc}) = 1/\\varpi(\\mathrm{arcsec})$ (it's actually what _defines_ the parsec)." ] }, { "cell_type": "markdown", "id": "f0dbe81a", "metadata": {}, "source": [ "## Query the Gaia DR3 Archive\n", "\n", "We'll be roughly following the [Observational Hertzsprung-Russell diagram](https://www.aanda.org/articles/aa/full_html/2018/08/aa32843-18/aa32843-18.html#app) paper, including their process for grooming the data to remove astrometric noise, imprecise parallax measurements, etc. For discussion of the filtering process see [Sec. 2.1](https://www.aanda.org/articles/aa/full_html/2018/08/aa32843-18/aa32843-18.html#S2).\n", "\n", "We can do this with a basic query of the [data archive](https://gea.esac.esa.int/archive/), using the GUI to add each condition. They have also provided the full query in Appendix B, which we'll adopt here with a few changes:\n", "\n", "```\n", "SELECT TOP 300000 phot_g_mean_mag+5*log10(parallax)-10 AS mg, bp_rp, parallax FROM gaiadr3.gaia_source\n", "WHERE parallax_over_error > 10\n", "AND \n", " parallax > 10\n", "AND \n", " phot_g_mean_flux_over_error>50\n", "AND \n", " phot_rp_mean_flux_over_error>20\n", "AND \n", " phot_bp_mean_flux_over_error>20\n", "AND \n", " phot_bp_rp_excess_factor < 1.3+0.06*power(phot_bp_mean_mag-phot_rp_mean_mag,2)\n", "AND \n", " phot_bp_rp_excess_factor > 1.0+0.015*power(phot_bp_mean_mag-phot_rp_mean_mag,2)\n", "AND \n", " visibility_periods_used>8\n", "AND \n", " astrometric_chi2_al/(astrometric_n_good_obs_al-5)<1.44*greatest(1,exp(-0.4*(phot_g_mean_mag-19.5)))\n", "```\n", "\n", "which we can paste directly into an advanced query window (BTW, to get a description of each field see the [Gaia data model](https://gea.esac.esa.int/archive/documentation/GEDR3/Gaia_archive/chap_datamodel/sec_dm_main_tables/ssec_dm_gaia_source.html))." ] }, { "cell_type": "code", "execution_count": 2, "id": "fee072c0", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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mgbp_rpparallax
010.3902502.73187210.000008
18.6084812.02581910.000029
24.2677590.88085810.000032
310.5066582.64973510.000066
412.0779412.94087510.000111
............
22762411.7582832.834036336.026602
2276259.5217692.215609392.752945
22762614.1295704.184836415.179416
22762711.8838162.833697546.975940
22762813.4117433.804580768.066539
\n", "

227629 rows × 3 columns

\n", "
" ], "text/plain": [ " mg bp_rp parallax\n", "0 10.390250 2.731872 10.000008\n", "1 8.608481 2.025819 10.000029\n", "2 4.267759 0.880858 10.000032\n", "3 10.506658 2.649735 10.000066\n", "4 12.077941 2.940875 10.000111\n", "... ... ... ...\n", "227624 11.758283 2.834036 336.026602\n", "227625 9.521769 2.215609 392.752945\n", "227626 14.129570 4.184836 415.179416\n", "227627 11.883816 2.833697 546.975940\n", "227628 13.411743 3.804580 768.066539\n", "\n", "[227629 rows x 3 columns]" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.read_csv('data/gaiadr3_solar_neighborhood.csv')\n", "df" ] }, { "cell_type": "code", "execution_count": 5, "id": "0482346e", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.hist(df.parallax, bins=50)\n", "plt.xlabel(r'$\\varpi$ (mas)')\n", "plt.xlim(-10,200)\n", "plt.ylabel(\"# stars\");" ] }, { "cell_type": "code", "execution_count": 6, "id": "b83c357d", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "counts, bins, _ = plt.hist(1/df.parallax, bins=50)\n", "plt.xlabel('distance (kpc)')\n", "plt.ylabel(\"# stars\");\n", "# plt.plot(bins, 1.2e6*bins**2);" ] }, { "cell_type": "code", "execution_count": 6, "id": "e37e54ae", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# looks like a power-law, common in astronomy\n", "\n", "counts_in_log , log_bins, _ = plt.hist(np.log10(1/df.parallax), bins=50, log=True)\n", "plt.xlabel(r'log$_{10}$ (distance (kpc))')\n", "plt.ylabel(\"# stars\");" ] }, { "cell_type": "markdown", "id": "b77ba11d", "metadata": {}, "source": [ "Our bin heights provide an estimate of the stellar number density as a function of distance from the Sun. Consider a spherical shell with thickness $dr$ at distance $r$. If we assume the stellar density $\\rho$ is constant, then the number of stars in that spherical shell $dN$ should be:\n", "\n", "$$\n", "dN = 4\\pi r^2 \\rho dr\n", "$$\n", "\n", "Each bin of our histogram corresponds to such a spherical shell, so dividing our bin heights (i.e., counts) by the bin width $dr$\n", "\n", "$$\n", "dN/dr = 4 \\pi r^2 \\rho\n", "$$" ] }, { "cell_type": "code", "execution_count": 7, "id": "275e56db", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rs = bins[1:]\n", "dr = np.diff(bins)[0]\n", "dNdr = counts/dr\n", "\n", "plt.plot(rs, dNdr)\n", "plt.xlabel('distance (kpc)')\n", "plt.ylabel(r'dN/dr (kpc$^{-1}$)');" ] }, { "cell_type": "markdown", "id": "b7b7cf32-ca20-4082-8135-5fc60f028290", "metadata": {}, "source": [ "One of the tools used by astronomers to assess whether a population of objects is distributed uniformly with distance is called the $V/V_{max}$ test. For each object in a sample, one forms $V_i/V_{max}$ by considering the ratio of the spherical volumes enclosed by the actual observed distance of object i, divided by the volume enclosed by the maximum distance at which the same object could be placed and still appear in the sample. For uniformly distributed objects, $V/V_{max}$=0.5." ] }, { "cell_type": "code", "execution_count": 8, "id": "d45e9110", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "54342556.5788554 stars per cubic kiloparsec\n" ] } ], "source": [ "# normally we do a V/V_max test, but we will assume catalog is complete\n", "\n", "V = 4/3 * np.pi * np.max(1/df.parallax)**3\n", "N = len(df)\n", "ρavg= N/V\n", "print(\"{} stars per cubic kiloparsec\".format(ρavg))" ] }, { "cell_type": "code", "execution_count": 9, "id": "79f915c2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.054 stars per cubic parsec\n" ] } ], "source": [ "# stellar astronomers use parsecs\n", "\n", "print(\"{:.3f} stars per cubic parsec\".format(ρavg * (1e3)**-3))" ] }, { "cell_type": "markdown", "id": "f87e71c1", "metadata": {}, "source": [ "Which is consistent with the [accepted value](https://en.wikipedia.org/wiki/Stellar_density) of the local stellar density: 0.059 $M_\\odot \\mathrm{pc}^{-3}$.\n", "\n", "With this estimate of the stellar density in hand, we can compare our constant-density model to the data!" ] }, { "cell_type": "code", "execution_count": 10, "id": "29ed522f", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "model_dNdr = 4*np.pi*ρavg*rs**2\n", "\n", "plt.plot(rs, model_dNdr, label=\"Constant Density Model\")\n", "plt.plot(rs, dNdr, label=\"Observed\")\n", "plt.xlabel('distance (kpc)')\n", "plt.ylabel(r'dN/dr (kpc$^{-1}$)');\n", "plt.legend();" ] }, { "cell_type": "code", "execution_count": 11, "id": "620c4c00", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Our model predicts 234411 stars, we saw 227629\n" ] } ], "source": [ "dr = np.diff(rs)[0]\n", "predicted_N = np.sum(model_dNdr)*dr\n", "\n", "print(\"Our model predicts {:.0f} stars, we saw {}\".format(predicted_N, N))" ] }, { "cell_type": "markdown", "id": "a8650a32", "metadata": {}, "source": [ "## HR Diagram\n", "\n", "Now let's make our color-magnitude diagram. For this we need brightness on the y-axis, for which we'll use the total $G$-band magnitude (higher magnitudes are fainter). On the x-axis we need \"color\". We'll be using the diffence in magnitudes when observing with a blue filter ($G_\\mathrm{BP}$) and red filter ($G_\\mathrm{RP}$). To give you a sense of what these quantities are, the pass bands for all three filters are shown below.\n", "\n", "" ] }, { "cell_type": "code", "execution_count": 18, "id": "1b350c9a", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.scatter(df.bp_rp, df.mg, s=0.1, alpha=0.5)\n", "plt.gca().invert_yaxis()\n", "plt.xlabel('$G_{BP} - G_{RP}$')\n", "plt.ylabel('$M_G$')\n", "# save limits for later use\n", "xlim = plt.xlim()\n", "ylim = plt.ylim();" ] }, { "cell_type": "markdown", "id": "0094a404", "metadata": {}, "source": [ "That's a _lot_ of data.\n", "\n", "Compare this to the following diagram to get a sense of what the features correspond to.\n", "\n", "" ] }, { "cell_type": "markdown", "id": "bb58cfbe", "metadata": {}, "source": [ "# Density Plots\n", "\n", "It's difficult to see what's going on in the high density regions, so let's work on a density plot (also called Hess or heat diagrams by astronomers). For this we'll using a Gaussian Kernel Density Estimate (KDE). Think of this like throughing a little Gaussian distribution down on each data point and adding all of them up to get a smooth estimate of the density of points\n", "\n", "" ] }, { "cell_type": "code", "execution_count": 16, "id": "f700aca8", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.stats import gaussian_kde\n", "\n", "# restrict sample to to stars with parallax > 40 ms\n", "\n", "nearby_sel = df.parallax > 40.\n", "nearby_df = df[nearby_sel]\n", "\n", "plt.scatter(nearby_df.bp_rp, nearby_df.mg, s=1, alpha=0.5)\n", "plt.gca().invert_yaxis()\n", "plt.title(r'$\\varpi > 40$ mas')\n", "plt.xlabel(r\"$G_\\mathrm{BP} - G_\\mathrm{RP}}$\")\n", "plt.ylabel(r\"$M_G$\")\n", "# save limits for later use\n", "xlim = plt.xlim()\n", "ylim = plt.ylim()" ] }, { "cell_type": "code", "execution_count": 19, "id": "1118f338", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# build KDE\n", "\n", "kde = gaussian_kde(np.row_stack([nearby_df.bp_rp, nearby_df.mg]))\n", "\n", "# and evaluate it on a 2-D grid, notice use xlim and ylim from previous plot\n", "\n", "ngrid = 100\n", "x = np.linspace(*xlim, ngrid)\n", "y = np.linspace(*ylim, ngrid)\n", "X, Y = np.meshgrid(x, y)\n", "\n", "Z = kde(np.row_stack([X.ravel(), Y.ravel()])).reshape(X.shape)\n", "\n", "plt.pcolormesh(X, Y, Z, shading='auto')\n", "plt.gca().invert_yaxis()\n", "plt.xlabel(r\"$G_\\mathrm{BP} - G_\\mathrm{RP}}$\")\n", "plt.ylabel(r\"$M_G$\");" ] }, { "cell_type": "code", "execution_count": 13, "id": "15c1389c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "['ra', 'dec', 'parallax', 'pmra', 'pmdec', 'phot_g_mean_mag', 'bp_rp', 'l', 'b', 'pml', 'pmb', 'star_type']\n" ] } ], "source": [ "# let's do this again for a sample of stars into the Galactic halo\n", "# as well as the thin and thick MW disk\n", "\n", "# Gaia_bLT10_pGT5.fits is a file that contains all stars\n", "# in the Gaia dataset within 10 degrees of NGP or SGP and\n", "# parallaxes greater than 5 milliarcsecs\n", "\n", "# Note where the bias is for this sample\n", "\n", "# file is in FITS format, a common astro file format that\n", "# can be read by astropy\n", "\n", "# if you do not have astropy, do the 'pip install astropy' thing\n", "\n", "from astropy.table import Table\n", "filename='data/Gaia_bLT10_pGT5.fits' \n", "gaia=Table.read(filename)\n", "print(gaia.colnames)" ] }, { "cell_type": "code", "execution_count": 23, "id": "1d73a0a3", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# convert parallax into distance in parsecs\n", "gaia['dist']=1./(1.e-3*gaia['parallax'])\n", "\n", "# convert distance into distance modulus\n", "gaia['dm']=5.*np.log10(gaia['dist'])-5.\n", "\n", "# convert apparent g magnitude into absolute magnitude\n", "gaia['Mg']=gaia['phot_g_mean_mag']-gaia['dm']\n", "\n", "# plot color vs abs mag\n", "plt.scatter(gaia['bp_rp'],gaia['Mg'],s=0.01)\n", "plt.xlabel('$B_p - R_p$')\n", "plt.ylabel('Absolute G magnitude')\n", "plt.xlim(-1,5.)\n", "plt.ylim(20.,-5.);" ] }, { "cell_type": "code", "execution_count": 24, "id": "e9133b44", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# make a heat or Hess diagram\n", "\n", "from matplotlib.colors import LogNorm\n", "fig = plt.figure(figsize=(5,5))\n", "ax = fig.add_subplot(111)\n", "h = ax.hist2d(gaia['bp_rp'], gaia['Mg'], bins=(np.linspace(-0.75,3.5,151),np.linspace(-3,17,201)), norm=LogNorm(1.0,1e3))\n", "cb = fig.colorbar(h[3])\n", "cb.ax.minorticks_off()\n", "ax.invert_yaxis()\n", "ax.set_xlabel('$B_p - R_p$')\n", "ax.set_ylabel('Absolute G magnitude')\n", "ax.set_yticks(np.arange(-2,18,2))\n", "ax.scatter([0.82], [4.67], color='orange', edgecolor='#661100', s=20, lw=1);" ] }, { "attachments": { "3247bd95-fe48-49b2-b1d3-bb2038d856df.png": { "image/png": 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" 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" 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