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@yvan-sraka
Forked from eteq/parallax_GaiaDR2.ipynb
Created March 25, 2018 19:58
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An demonstration of parallax using stars near the sun from the Gaia mission, astropy, astroquery, and matplotlib.
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Using Astropy and Gaia TGAS (DR1) to visualize parallax using stars near the sun"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Author: Erik Tollerud\n",
"\n",
"Inspired by James Davenport via https://twitter.com/jradavenport/status/976205932274245632.\n",
"\n",
"Requires Python 3.6, `astropy` (tested on v3.0.1), `astroquery` (v0.3.7), and `matplotlib` (v2.2.0)."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Created TAP+ (v1.0.1) - Connection:\n",
"\tHost: gea.esac.esa.int\n",
"\tUse HTTPS: False\n",
"\tPort: 80\n",
"\tSSL Port: 443\n"
]
}
],
"source": [
"import numpy as np\n",
"\n",
"import astropy.units as u\n",
"from astropy.coordinates import SkyCoord, CartesianRepresentation, SphericalRepresentation, matrix_utilities\n",
"from astropy.table import Table\n",
"\n",
"from matplotlib import pyplot as plt\n",
"from matplotlib import animation\n",
"from IPython.display import HTML\n",
"\n",
"from astroquery.gaia import Gaia"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We start by getting all the stars within 100 pc that are in the Gaia TGAS catalog."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Launched query: '\n",
"SELECT *\n",
"FROM gaiadr1.tgas_source\n",
"WHERE parallax >= 9.999999999999998 AND phot_g_mean_mag <= 21\n",
"'\n",
"Retrieving async. results...\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING: W27: None:3:0: W27: COOSYS deprecated in VOTable 1.2 [astropy.io.votable.tree]\n",
"WARNING: W35: None:5:0: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n",
"WARNING: W35: None:8:0: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n",
"WARNING: W35: None:9:0: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n",
"WARNING: W35: None:10:0: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n",
"WARNING: W35: None:11:0: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n",
"WARNING: W35: None:12:0: W35: 'value' attribute required for INFO elements [astropy.io.votable.tree]\n",
"WARNING: W06: None:28:0: W06: Invalid UCD 'meta.id;meta.version': Primary word 'meta.version' is not valid as a secondary word [astropy.io.votable.tree]\n",
"WARNING: W50: None:91:0: W50: Invalid unit string 'Time[Julian Years]' [astropy.io.votable.tree]\n",
"WARNING: W50: None:99:0: W50: Invalid unit string 'Angle[mas]' [astropy.io.votable.tree]\n",
"WARNING: W50: None:107:0: W50: Invalid unit string 'Angle[mas]' [astropy.io.votable.tree]\n",
"WARNING: W50: None:111:0: W50: Invalid unit string 'Angle[mas]' [astropy.io.votable.tree]\n",
"WARNING: W50: None:115:0: W50: Invalid unit string 'Angle[mas]' [astropy.io.votable.tree]\n",
"WARNING: W50: None:137:0: W50: Invalid unit string 'Dimensionless[see description]' [astropy.io.votable.tree]\n",
"WARNING: W50: None:141:0: W50: Invalid unit string 'Dimensionless[see description]' [astropy.io.votable.tree]\n",
"WARNING: W50: None:145:0: W50: Invalid unit string 'Dimensionless[see description]' [astropy.io.votable.tree]\n",
"WARNING: W50: None:149:0: W50: Invalid unit string 'Dimensionless[see description]' [astropy.io.votable.tree]\n",
"WARNING: W50: None:153:0: W50: Invalid unit string 'Dimensionless[see description]' (suppressing further warnings of this type...) [astropy.io.votable.tree]\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Query finished.\n"
]
},
{
"data": {
"text/plain": [
"38339"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"pclim = 100*u.pc\n",
"pxlim = pclim.to(u.marcsec, u.parallax())\n",
"\n",
"qry=f\"\"\"\n",
"SELECT *\n",
"FROM gaiadr1.tgas_source\n",
"WHERE parallax >= {pxlim.value} AND phot_g_mean_mag <= 21\n",
"\"\"\"\n",
"\n",
"job = Gaia.launch_job_async(qry)\n",
"tab = job.get_results()\n",
"len(tab)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now we re-format this table into an Astropy `SkyCoord` object, which lets us do complicated geometric transformations with just a few lines of code when we actually want to do the parallax visualization."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"mag = np.array(tab['phot_g_mean_mag'])\n",
"scnow = SkyCoord(tab['ra'], tab['dec'], \n",
" distance=(np.array(tab['parallax'])*u.mas).to(u.pc, u.parallax()))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"We also cut the downloaded dataset down to make the plots below a bit more readable (38k is too many stars to visualize without a lot of clutter). We could have done this at download, of course, but it's often useful to have a bit more than you need, so that you can play with the parameters."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1957"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"msk = (mag < 8) & (scnow.distance < 50*u.pc)\n",
"mag = mag[msk]\n",
"scnow = scnow[msk]\n",
"np.sum(msk)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Lets have a quick look at the data in *physical* space before we try to project it into a more \"as you'd see it\" sort of space.\n",
"\n",
"We will plot the stars in cartesian coordinates, with their G magnitude given by the color and their size set by their distance from the Earth."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
"<Figure size 720x720 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(10, 10))\n",
"\n",
"ax1 = plt.subplot2grid((2, 2), (0, 0))\n",
"ax2 = plt.subplot2grid((2, 2), (0, 1))\n",
"ax3 = plt.subplot2grid((2, 2), (1, 0))\n",
"axs = [ax1, ax2, ax3]\n",
"\n",
"\n",
"unity_rescaled_size = (np.max(mag) - mag)/np.ptp(mag)\n",
"unity_distance = scnow.distance/np.max(scnow.distance)\n",
"\n",
"scatkwargs = dict(s=20*(1-unity_distance)+4, alpha=.9, c=mag, cmap='viridis_r')\n",
"\n",
"x, y, z = scnow.cartesian.xyz\n",
"\n",
"ax1.scatter(x, y, **scatkwargs)\n",
"ax1.set_xlabel('x')\n",
"ax1.set_ylabel('y')\n",
"\n",
"ax2.scatter(z, y, **scatkwargs)\n",
"ax2.set_xlabel('z')\n",
"ax2.set_ylabel('y')\n",
"\n",
"scres = ax3.scatter(x, z, **scatkwargs)\n",
"ax3.set_xlabel('x')\n",
"ax3.set_ylabel('z')\n",
"\n",
"ax4 = plt.subplot2grid((2, 2), (1, 1))\n",
"ax4.set_aspect(10)\n",
"plt.colorbar(scres, cax=ax4).set_label('mag')\n",
"\n",
"for ax in axs:\n",
" ax.set_xlabel(ax.get_xlabel() + ' [{}]'.format(scnow.distance.unit))\n",
" ax.set_ylabel(ax.get_ylabel() + ' [{}]'.format(scnow.distance.unit))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Animated Parallax\n",
"\n",
"Now comes the magic. We mock up a fake \"Earth orbit\" by offsetting the stars in the x-y plane of the Ecliptic coordinate system. That's essentially the plane of the Earth's orbit around the sun. If we did the true orbit, we'd never see the parallax without zooming in so much you can only see a single star. So to make the effect visible we exaggerate it enormously by saying the Earth's orbit is 1 light-year instead of 1 AU. \n",
"\n",
"Note that we leave as an open parameter the function that sends the Cartesian representation to the spherical coordinates that are actually being visualized (by looking up along the z-axis). We'll use that to acheieve various other views below."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"amplitude = 1*u.lightyear\n",
"repr0 = scnow.barycentrictrueecliptic.cartesian\n",
"\n",
"def animfunc(phase, eclcart_to_spherical, centerstr, ylims):\n",
" drepr = CartesianRepresentation([np.cos(phase),np.sin(phase),0]*amplitude)\n",
" rep = repr0 + drepr\n",
" srep = eclcart_to_spherical(rep)\n",
" \n",
" ax.cla()\n",
" ax.set_title(f'Center={centerstr}, Earth semimajor axis={amplitude}')\n",
" ax.scatter(srep.lon.rad, 90-srep.lat.deg, **scatkwargs)\n",
" ax.set_ylim(*ylims)\n",
" ax.set_yticks(np.linspace(*ax.get_ylim(), 5)[1:])\n",
" ax.set_yticklabels(['{}'.format(int(90-yl)) for yl in ax.get_yticks()])\n",
" ax.grid(alpha=.5)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"First we visualize looking \"up\" (i.e., along the z-axis) in Ecliptic coordinates. The stars near the center should spin in circles, and less so as we go out to the edges:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
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"\">\n",
" Your browser does not support the video tag.\n",
"</video>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"fig = plt.figure(figsize=(8, 8))\n",
"ax = plt.subplot(projection='polar')\n",
"\n",
"def eclcart_to_spherical1(rep):\n",
" return rep.represent_as(SphericalRepresentation)\n",
"centerstr1 = 'North Ecliptic Pole'\n",
"ylims1 = (0, 90)\n",
"\n",
"anim1 = animation.FuncAnimation(fig, animfunc, np.linspace(0, 2*np.pi, 30),\n",
" fargs=(eclcart_to_spherical1, centerstr1, ylims1), interval=50)\n",
"\n",
"plt.close(fig)\n",
"HTML(anim1.to_html5_video())"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"What about centering on the Ecliptic plane? The stars should move linearly in the plane, but in circles on the top and bottom:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
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