{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": false }, "source": [ "# Milky Way Datasets for WWT Visualization" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this notebook we will connect to the VizieR catalog service to pull Milky Way datasets of Globular Clusters, Open Clusters, Planetary Nebulae, Pulsars, Magnetars, Supernovae Remnants and OB Associations. As newer catalogs are made available the code can easily be updated. Catalogs are pulled from VizieR using Astroquery.\n", "\n", "Mark SubbaRao
\n", "msubbarao@adlerplanetarium.org
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Set up Astropy and Astroquery to connect to VizieR Catalog Service" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Anaconda\\lib\\site-packages\\IPython\\kernel\\__init__.py:13: ShimWarning: The `IPython.kernel` package has been deprecated. You should import from ipykernel or jupyter_client instead.\n", " \"You should import from ipykernel or jupyter_client instead.\", ShimWarning)\n" ] } ], "source": [ "#Set up astropy and astroquery \n", "from astropy.table import Table,Column\n", "from astropy.coordinates import SkyCoord, Distance, CartesianRepresentation\n", "from astropy.io.votable import from_table, writeto\n", "from astropy import units as u\n", "from astroquery.vizier import Vizier\n", "v = Vizier()\n", "v.ROW_LIMIT = -1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Set up matplotlib for plotting" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "%config InlineBackend.rc = {}\n", "import matplotlib\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "import seaborn" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Connect to Worldwide Telescope and set up layer group" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Connecting to WWT on host 127.0.0.1.\n" ] } ], "source": [ "#Connect to WWT and set up Layer Group\n", "from pywwt.mods import *\n", "wwt = WWTClient(host=\"127.0.0.1\") #Can pass a IP address here if WWT is running on a remote machine\n", "wwt.new_layer_group(\"Sky\",\"Galactic Datasets\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Planetary Nebulae" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Distances of Galactic Planetary Nebulae (Stanghellini+, 2008)
\n", "VizieR Catalog: J/ApJ/689/194/table1
\n", "563 Objects" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Get Planetary Nebulae Catalog" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Anaconda\\lib\\site-packages\\astroquery\\vizier\\core.py:556: UserWarning: VOTABLE parsing raised exception: \n", " warnings.warn(\"VOTABLE parsing raised exception: {0}\".format(ex))\n" ] } ], "source": [ "Cats = v.get_catalogs('J/ApJ/689/194/table1')\n", "PNeCat=Cats[0]\n", "PNeCat.rename_column('_RAJ2000', 'RA')\n", "PNeCat.rename_column('_DEJ2000', 'dec')\n", "del PNeCat['_RA','_DE','SimbadName']\n", "PNeCoords=SkyCoord(PNeCat['RA'],PNeCat['dec'],unit=(u.degree, u.degree),\\\n", " distance=Distance(PNeCat['Dist'],u.pc),frame='icrs')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Print Planetary Nebulae Catalog" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "<Table masked=True length=563>\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
RAdecNametauradF5GHzDist
degdegarcsJypc
float64float64string80float32float32float32int32
3.2542372.52197NGC 403.4618.200.4601249
11.76391-11.87192NGC 2465.31112.000.248475
25.5831251.57532NGC 650-15.2469.200.110746
53.31102-25.87165NGC 13605.82192.000.222351
61.7474660.92067NGC 15014.0825.900.2241167
62.3207930.77596NGC 15144.5950.200.262760
63.56576-12.73936NGC 15353.319.200.1662305
85.525839.08619NGC 20223.629.700.0912518
107.34384-0.80655NGC 23464.5427.300.0861369
.....................
268.5957527.99947Vy1-23.262.300.0129002
283.50787-6.43892Vy1-43.202.000.01010100
276.99835-26.11341Vy2-12.591.900.0387997
350.7412146.89939Vy2-33.852.300.00311820
9.7257466.39684We-15.389.500.0015796
71.6779244.46667We-23.6346.002.000534
109.35841-10.17713We-66.6831.000.0013233
25.6583360.16237We2-56.1897.000.025820
358.0750062.53639We2-2626.8065.000.0031625
112.2612113.24678YM 296.06307.500.327245
" ], "text/plain": [ "\n", " RA dec Name tau rad F5GHz Dist\n", " deg deg arcs Jy pc \n", " float64 float64 string80 float32 float32 float32 int32\n", "--------- --------- ---------- ------- ------- ------- -----\n", " 3.25423 72.52197 NGC 40 3.46 18.20 0.460 1249\n", " 11.76391 -11.87192 NGC 246 5.31 112.00 0.248 475\n", " 25.58312 51.57532 NGC 650-1 5.24 69.20 0.110 746\n", " 53.31102 -25.87165 NGC 1360 5.82 192.00 0.222 351\n", " 61.74746 60.92067 NGC 1501 4.08 25.90 0.224 1167\n", " 62.32079 30.77596 NGC 1514 4.59 50.20 0.262 760\n", " 63.56576 -12.73936 NGC 1535 3.31 9.20 0.166 2305\n", " 85.52583 9.08619 NGC 2022 3.62 9.70 0.091 2518\n", "107.34384 -0.80655 NGC 2346 4.54 27.30 0.086 1369\n", " ... ... ... ... ... ... ...\n", "268.59575 27.99947 Vy1-2 3.26 2.30 0.012 9002\n", "283.50787 -6.43892 Vy1-4 3.20 2.00 0.010 10100\n", "276.99835 -26.11341 Vy2-1 2.59 1.90 0.038 7997\n", "350.74121 46.89939 Vy2-3 3.85 2.30 0.003 11820\n", " 9.72574 66.39684 We-1 5.38 9.50 0.001 5796\n", " 71.67792 44.46667 We-2 3.63 46.00 2.000 534\n", "109.35841 -10.17713 We-6 6.68 31.00 0.001 3233\n", " 25.65833 60.16237 We2-5 6.18 97.00 0.025 820\n", "358.07500 62.53639 We2-262 6.80 65.00 0.003 1625\n", "112.26121 13.24678 YM 29 6.06 307.50 0.327 245" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "PNeCat " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Plot the catalog" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Anaconda\\lib\\site-packages\\matplotlib\\collections.py:590: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison\n", " if self._edgecolors == str('face'):\n" ] }, { "data": { "image/png": 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Ner2bafmTBewOGg2na5MaYUaPqkqQJAGtVjC2yu7A96d/UJ0ZTyJ4nqXI2zY7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hjy+e4T0Il723shZZ9VyAO8ewSBS2xJT9LheQ6e59ElRxcEh9VBP7thCTbj8lHvpZLzMDIs86sd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\nBL7fnUM109Rh2xyKwhCGKYKgG7GKmqbUHWt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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure (figsize=(13,6))\n", "ax = fig.add_subplot(111,projection=\"mollweide\")\n", "ax.grid(True)\n", "plt.title(\"Planetary Nebulae\",fontsize=18)\n", "ax.scatter(PNeCoords.galactic.l.wrap_at(180.*u.degree).radian,PNeCoords.galactic.b.radian,c=\"green\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Send planetary nebulae to WWT" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Set up WWT layer\n", "PNe_layer = wwt.new_layer(\"Galactic Datasets\", \"Planetary Nebulae\", PNeCat.colnames)\n", "#Set visualization parameters in WWT\n", "props_dict = {\"CoordinatesType\":\"Spherical\",\\\n", " \"MarkerScale\":\"Screen\",\\\n", " \"PointScaleType\":\"Constant\",\\\n", " \"ScaleFactor\":\"8\",\\\n", " \"ShowFarSide\":\"True\",\\\n", " \"AltColumn\":\"6\",\\\n", " \"AltType\":\"Distance\",\\\n", " \"AltUnit\":\"Parsecs\",\\\n", " \"RaUnits\":\"Degrees\",\\\n", " \"PlotType\":\"Circle\",\\\n", " \"ColorValue\":\"ARGBColor:255:0:255:0\",\\\n", " \"TimeSeries\":\"False\"}\n", "PNe_layer.set_properties(props_dict)\n", "#Send data to WWT client\n", "PNe_layer.update(data=PNeCat, purge_all=True, no_purge=False, show=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Output a Digistar Style VOtable of Planetary Nebulae" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Add the Cartesian coordinates as the first three columns in the data table\n", "PNeCat.add_column(Column(PNeCoords.represent_as(CartesianRepresentation).x.to(u.pc),name='x_coord',meta={'ucd': 'pos.cartesian.x'}),0)\n", "PNeCat.add_column(Column(PNeCoords.represent_as(CartesianRepresentation).y.to(u.pc),name='y_coord',meta={'ucd': 'pos.cartesian.y'}),1)\n", "PNeCat.add_column(Column(PNeCoords.represent_as(CartesianRepresentation).z.to(u.pc),name='z_coord',meta={'ucd': 'pos.cartesian.z'}),2)\n", "#Write VOtable for Digistar visualization\n", "from astropy.io.votable import from_table, writeto\n", "votable = from_table(PNeCat)\n", "writeto(votable, \"data/PNe.du\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "ename": "KeyError", "evalue": "u'Column x_coord does not exist'", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mKeyError\u001b[0m Traceback (most recent call last)", "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mPNeCat\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mremove_columns\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m'x_coord'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'y_coord'\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'z_coord'\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m", "\u001b[1;32mC:\\Anaconda\\lib\\site-packages\\astropy\\table\\table.pyc\u001b[0m in \u001b[0;36mremove_columns\u001b[1;34m(self, names)\u001b[0m\n\u001b[0;32m 1260\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mname\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mnames\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1261\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mname\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1262\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mKeyError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Column {0} does not exist\"\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mname\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1263\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1264\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mname\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mnames\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;31mKeyError\u001b[0m: u'Column x_coord does not exist'" ] } ], "source": [ "PNeCat.remove_columns(['x_coord', 'y_coord', 'z_coord'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Output a .speck file for Digital Sky / Uniview / Partiview" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Add the Cartesian, Galactic coordinates as the first three columns in the data table\n", "PNeCat.add_column(Column(PNeCoords.galactic.represent_as(CartesianRepresentation).x.to(u.pc),name='x_gal_coord',meta={'ucd': 'pos.cartesian.x'}),0\n", "PNeCat.add_column(Column(PNeCoords.galactic.represent_as(CartesianRepresentation).y.to(u.pc),name='y_gal_coord',meta={'ucd': 'pos.cartesian.y'}),1)\n", "PNeCat.add_column(Column(PNeCoords.galactic.represent_as(CartesianRepresentation).z.to(u.pc),name='z_gal_coord',meta={'ucd': 'pos.cartesian.z'}),2)\n", "#Remove name Column since we can parse labels ***TO DO*** capture this in a .label file\n", "PNeCat.remove_column(\"Name\")\n", "#Write .speck file for DigitalSky and Uniview\n", "writeFile = open('data/PNe.speck','a')\n", "#Define and write the header\n", "headerText=\"\\\n", "#Planetary Nebulae From (Stanghellini+, 2008)\\n\\\n", "dataVar 0 ra\\n\\\n", "dataVar 1 Dec\\n\\\n", "dataVar 2 tau\\n\\\n", "dataVar 3 Rad\\n\\\n", "dataVar 4 F5GHz\\n\\\n", "dataVar 5 Dist\\n\"\n", "writeFile.write(headerText)\n", "#Write the data\n", "PNeCat.write(writeFile,format='ascii.no_header')\n", "writeFile.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Globular Clusters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Properties of Galactic Globular Clusters((Francis+, 2014))
\n", "VizieR Catalog: VII/271/catalog
\n", "157 Objects" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Get Globular Cluster Catalog" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "Cats = v.get_catalogs('VII/271/catalog')\n", "GCCat=Cats[0]\n", "del GCCat['RAJ2000','DEJ2000','SimbadName','Name','mu0','r_Dist','DistH','X','Y','Z','Rgc','E_B-V_','RV','r_RV','q_RV','r__Fe_H_']\n", "GCCat.rename_column('__Fe_H_', 'Fe/H')\n", "GCCat.rename_column('_RAJ2000', 'RA')\n", "GCCat.rename_column('_DEJ2000', 'dec')\n", "#Create Column with dist in pc, not kpc (for WWT)\n", "distCol=Column(1000*GCCat['Dist'].filled(0),name='distance',meta={'ucd': 'pos.distance'}, unit='pc')\n", "GCCat.add_column(distCol)\n", "del GCCat['Dist']\n", "GCCoords=SkyCoord(GCCat['RA'],GCCat['dec'],unit=(u.degree, u.degree),\\\n", " distance=Distance(GCCat['distance'],u.pc),frame='icrs')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Print Globular Cluster Catalog" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "<Table masked=True length=157>\n", "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
RAdecIDFe/Hdistance
degdeg[-]pc
float64float64string120float32float32
6.0234-72.0813NGC 104-0.694580.00
13.1885-26.5826NGC 288-1.359360.00
15.8094-70.8488NGC 362-1.318840.00
30.7375-3.2528Whiting 1-0.7029400.00
48.0675-55.2162NGC 1261-1.2816540.00
53.333579.5811Pal 1-0.6512970.00
58.7600-49.6067AM 1-1.70123200.00
66.1863-21.1900Eridanus-1.4789760.00
71.524631.3815Pal 2-1.4227670.00
...............
301.5202-21.9223NGC 6864-1.2920050.00
308.54747.4045NGC 6934-1.4716170.00
313.3654-12.5373NGC 6981-1.4316780.00
315.372816.1879NGC 7006-1.6540050.00
322.493212.1669NGC 7078-2.3210430.00
323.3625-0.8235NGC 7089-1.5911390.00
325.0923-23.1799NGC 7099-2.238650.00
326.6618-21.2526Pal 12-0.6818690.00
346.685312.7720Pal 13-1.8823880.00
347.1112-15.6115NGC 7492-1.7226770.00
" ], "text/plain": [ "\n", " RA dec ID Fe/H distance\n", " deg deg [-] pc \n", "float64 float64 string120 float32 float32 \n", "-------- -------- --------- ------- ---------\n", " 6.0234 -72.0813 NGC 104 -0.69 4580.00\n", " 13.1885 -26.5826 NGC 288 -1.35 9360.00\n", " 15.8094 -70.8488 NGC 362 -1.31 8840.00\n", " 30.7375 -3.2528 Whiting 1 -0.70 29400.00\n", " 48.0675 -55.2162 NGC 1261 -1.28 16540.00\n", " 53.3335 79.5811 Pal 1 -0.65 12970.00\n", " 58.7600 -49.6067 AM 1 -1.70 123200.00\n", " 66.1863 -21.1900 Eridanus -1.47 89760.00\n", " 71.5246 31.3815 Pal 2 -1.42 27670.00\n", " ... ... ... ... ...\n", "301.5202 -21.9223 NGC 6864 -1.29 20050.00\n", "308.5474 7.4045 NGC 6934 -1.47 16170.00\n", "313.3654 -12.5373 NGC 6981 -1.43 16780.00\n", "315.3728 16.1879 NGC 7006 -1.65 40050.00\n", "322.4932 12.1669 NGC 7078 -2.32 10430.00\n", "323.3625 -0.8235 NGC 7089 -1.59 11390.00\n", "325.0923 -23.1799 NGC 7099 -2.23 8650.00\n", "326.6618 -21.2526 Pal 12 -0.68 18690.00\n", "346.6853 12.7720 Pal 13 -1.88 23880.00\n", "347.1112 -15.6115 NGC 7492 -1.72 26770.00" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "GCCat #just first 10" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Plot Globular Cluster Catalog" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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xOn5aKQg8slkN5bLV0RNcnueRzaqwbR+27U7oY1zXxU9WnI2vbBnTH+HEk3Dl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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure (figsize=(13,6))\n", "ax = fig.add_subplot(111,projection=\"mollweide\")\n", "ax.grid(True)\n", "plt.title(\"Globular Clusters\",fontsize=18)\n", "ax.scatter(GCCoords.galactic.l.wrap_at(180.*u.degree).radian,GCCoords.galactic.b.radian,c='red')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Send Globular Clusters to WWT" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Set up WWT layer\n", "GC_layer = wwt.new_layer(\"Galactic Datasets\", \"Globular Clusters\", GCCat.colnames)\n", "#Set visualization parameters in WWT\n", "props_dict = {\"CoordinatesType\":\"Spherical\",\\\n", " \"MarkerScale\":\"Screen\",\\\n", " \"PointScaleType\":\"Constant\",\\\n", " \"ScaleFactor\":\"8\",\\\n", " \"ShowFarSide\":\"True\",\\\n", " \"AltColumn\":\"4\",\\\n", " \"AltType\":\"Distance\",\\\n", " \"AltUnit\":\"Parsecs\",\\\n", " \"RaUnits\":\"Degrees\",\\\n", " \"PlotType\":\"Circle\",\\\n", " \"ColorValue\":\"ARGBColor:255:255:255:255\",\\\n", " \"TimeSeries\":\"False\"}\n", "GC_layer.set_properties(props_dict)\n", "#Send data to WWT client\n", "GC_layer.update(data=GCCat, purge_all=True, no_purge=False, show=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Open Clusters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Optically visible open clusters and Candidates (Dias+ 2002-2013)
\n", "VizieR Catalog: B/ocl/clusters
\n", "2174 Objects" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Get Open Cluster Catalog" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "Cats = v.get_catalogs('B/ocl/clusters')\n", "ocCat=Cats[0]\n", "ocCat.keep_columns([\"Cluster\",\"_RAJ2000\",\"_DEJ2000\",\"Dist\",\"Diam\",\"Age\"])\n", "ocCat.rename_column('_RAJ2000', 'RA')\n", "ocCat.rename_column('_DEJ2000', 'dec')\n", "#Create Column with dist in pc (not kpc for WWT)\n", "distCol=Column(ocCat['Dist'].filled(0),name='distance',meta={'ucd': 'pos.distance'}, unit='pc')\n", "ocCat.add_column(distCol)\n", "del ocCat['Dist']\n", "ocCoords=SkyCoord(ocCat['RA'],ocCat['dec'],unit=(u.degree, u.degree),\\\n", " distance=Distance(ocCat['distance'],u.pc),frame='icrs')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Print Open Cluster Calalog" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/html": [ "
RAdecClusterDiamAgedistance
degdegarcm[yr]pc
88.05426.992Majaess 6822.0--0
359.27565.414FSR 04691.8--0
357.02936.205Alessi 2282.0--0
356.85463.226FSR 04534.5--0
356.82960.468Majaess 22713.0--0
354.95061.928Majaess 22512.0--0
57.90451.517Majaess 364.0--0
1.17156.083Stock 194.0--0
88.07529.904FSR 08282.7--0
1.84264.973Majaess 15.0--0
" ], "text/plain": [ "\n", "masked_array(data = [(88.0542, 26.9925, 'Majaess 68', 22.0, --, 0)\n", " (359.275, 65.4144, 'FSR 0469', 1.7999999523162842, --, 0)\n", " (357.0292, 36.205, 'Alessi 22', 82.0, --, 0)\n", " (356.8542, 63.2264, 'FSR 0453', 4.5, --, 0)\n", " (356.8292, 60.4675, 'Majaess 227', 13.0, --, 0)\n", " (354.95, 61.9281, 'Majaess 225', 12.0, --, 0)\n", " (57.9042, 51.5167, 'Majaess 36', 4.0, --, 0)\n", " (1.1708, 56.0833, 'Stock 19', 4.0, --, 0)\n", " (88.075, 29.9044, 'FSR 0828', 2.700000047683716, --, 0)\n", " (1.8417, 64.9728, 'Majaess 1', 5.0, --, 0)],\n", " mask = [(False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)],\n", " fill_value = (1e+20, 1e+20, 'N/A', 1.0000000200408773e+20, 1.0000000200408773e+20, 16959),\n", " dtype = [('RA', '" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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171Mo7BT/9NNP45e//OWUjYhKpYI777wzuj+EEELI0UQ16oQQQjLh9NNPR7lcxje/+U38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\nXvYd1ux71pVN4Y0x1ZfqQCCM13Kso+YEE06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pz8DUcdM0Pa8na74REIgx65KFSikF0iHJ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WkQxBBFAZalkr8trhSWC8N44o3lVjzNd8oPfbsIghiaJtMmaoU4Tqkrh1gXPp/e7OfoakhE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\nc44jR2A3DA29no2yBIbD5ke4yVQCL1NQryogm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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure (figsize=(13,6))\n", "ax = fig.add_subplot(111,projection=\"mollweide\")\n", "ax.grid(True)\n", "plt.title(\"Open Clusters\",fontsize=18)\n", "ax.scatter(ocCoords.galactic.l.wrap_at(180.*u.degree).radian,ocCoords.galactic.b.radian,c='green')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Send Open Cluster catalog to WWT" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Set up WWT layer\n", "OC_layer = wwt.new_layer(\"Galactic Datasets\", \"Open Clusters\", ocCat.colnames)\n", "#Set visualization parameters in WWT\n", "props_dict = {\"CoordinatesType\":\"Spherical\",\\\n", " \"MarkerScale\":\"Screen\",\\\n", " \"PointScaleType\":\"Constant\",\\\n", " \"ScaleFactor\":\"8\",\\\n", " \"ShowFarSide\":\"True\",\\\n", " \"AltColumn\":\"5\",\\\n", " \"AltType\":\"Distance\",\\\n", " \"AltUnit\":\"Parsecs\",\\\n", " \"RaUnits\":\"Degrees\",\\\n", " \"PlotType\":\"Circle\",\\\n", " \"ColorValue\":\"ARGBColor:255:255:255:0\",\\\n", " \"TimeSeries\":\"False\"}\n", "OC_layer.set_properties(props_dict)\n", "#Send data to WWT client\n", "OC_layer.update(data=ocCat, purge_all=True, no_purge=False, show=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Supernova Remnants" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A revised Galactic supernova remnant catalogue (Green 2014)
\n", "VizieR Catalog: VII/272/snrs
\n", "294 Objects

\n", "This catalog does not provide distances, so we will only provide code to visualize in WWT." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Get Supernova Remnant Catalog" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [], "source": [ "Cats = v.get_catalogs('VII/272/snrs')\n", "snrCat=Cats[0]\n", "snrCat.keep_columns([\"SNR\",\"_RAJ2000\",\"_DEJ2000\",\"MajDiam\",\"S_1GHz_\"])\n", "snrCat.rename_column('S_1GHz_', 'S_1GHz')\n", "snrCat.rename_column('_RAJ2000', 'RA')\n", "snrCat.rename_column('_DEJ2000', 'dec')\n", "snrCoords=SkyCoord(snrCat['RA'],snrCat['dec'],unit=(u.degree, u.degree),frame='icrs')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Print Supernova Remnant Catalog" ] }, { "cell_type": "code", "execution_count": 49, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "294\n" ] }, { "data": { "text/html": [ "
RAdecSNRMajDiamS_1GHz
degdegarcmJy
266.43-29.00G000.0+00.03.5100.0
266.56-28.63G000.3+00.015.022.0
266.84-28.15G000.9+00.18.018.0
267.12-28.15G001.0-00.18.015.0
267.41-27.77G001.4-00.110.02.0
267.19-27.17G001.9+00.31.50.6
268.86-25.83G003.7-00.214.02.3
268.23-25.47G003.8+00.318.03.0
272.23-27.05G004.2-03.528.03.2
262.68-21.48G004.5+06.83.019.0
" ], "text/plain": [ "\n", "masked_array(data = [(266.4333, -29.0, 'G000.0+00.0', 3.5, 100.0)\n", " (266.5625, -28.6333, 'G000.3+00.0', 15.0, 22.0)\n", " (266.8375, -28.15, 'G000.9+00.1', 8.0, 18.0)\n", " (267.125, -28.15, 'G001.0-00.1', 8.0, 15.0)\n", " (267.4125, -27.7667, 'G001.4-00.1', 10.0, 2.0)\n", " (267.1875, -27.1667, 'G001.9+00.3', 1.5, 0.6000000238418579)\n", " (268.8583, -25.8333, 'G003.7-00.2', 14.0, 2.299999952316284)\n", " (268.2292, -25.4667, 'G003.8+00.3', 18.0, 3.0)\n", " (272.2292, -27.05, 'G004.2-03.5', 28.0, 3.200000047683716)\n", " (262.675, -21.4833, 'G004.5+06.8', 3.0, 19.0)],\n", " mask = [(False, False, False, False, False) (False, False, False, False, False)\n", " (False, False, False, False, False) (False, False, False, False, False)\n", " (False, False, False, False, False) (False, False, False, False, False)\n", " (False, False, False, False, False) (False, False, False, False, False)\n", " (False, False, False, False, False) (False, False, False, False, False)],\n", " fill_value = (1e+20, 1e+20, 'N/A', 1.0000000200408773e+20, 1.0000000200408773e+20),\n", " dtype = [('RA', '" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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EEDIB6GqTEEKaBEGAqhotgblO6euEEBJigiDAMBIwjERwm+u6zeC93PxTges6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DiKl156gaNHK0d+8vlHz2tciWfmSnV1PKhXL5z8/HzeffdtsrNPsnLlCtauXc3o0WMV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kWFnx0ek067qEKJDnYhZM1oxNdtNxHANSNs/27vsWDEPDcBg16jCsDFYLw7QxrUGMqetyXeU0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\nwcDB+rqP+Tx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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure (figsize=(13,6))\n", "ax = fig.add_subplot(111,projection=\"mollweide\")\n", "ax.grid(True)\n", "plt.title(\"Supernova Remnants\",fontsize=18)\n", "ax.scatter(snrCoords.galactic.l.wrap_at(180.*u.degree).radian,snrCoords.galactic.b.radian,c='magenta')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Send Supernova Remnants to WWT" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Set up WWT layer\n", "SNR_layer = wwt.new_layer(\"Galactic Datasets\", \"Supernova Remnants\", snrCat.colnames)\n", "#Set visualization parameters in WWT\n", "props_dict = {\"CoordinatesType\":\"Spherical\",\\\n", " \"MarkerScale\":\"Screen\",\\\n", " \"PointScaleType\":\"Constant\",\\\n", " \"ScaleFactor\":\"8\",\\\n", " \"ShowFarSide\":\"True\",\\\n", " \"RaUnits\":\"Degrees\",\\\n", " \"PlotType\":\"Circle\",\\\n", " \"ColorValue\":\"ARGBColor:255:255:0:255\",\\\n", " \"TimeSeries\":\"False\"}\n", "SNR_layer.set_properties(props_dict)\n", "#Send data to WWT client\n", "SNR_layer.update(data=snrCat, purge_all=True, no_purge=False, show=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Pulsars" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Catalog of Pulsars(Taylor+ 1995)
\n", "VizieR Catalog: VII/189/table1
\n", "706 Objects" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Get Pulsar Catalog" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false }, "outputs": [], "source": [ "Cats = v.get_catalogs('VII/189/table1')\n", "pulsarCat=Cats[0]\n", "pulsarCat.keep_columns([\"Jname\",\"RAJ2000\",\"DEJ2000\",\"dist\",\"P\",\"Age\"])\n", "#Create Column with dist in pc (not kpc) for WWT\n", "distCol=Column(1000*pulsarCat['dist'].filled(0),name='distance',meta={'ucd': 'pos.distance'}, unit='pc')\n", "pulsarCat.add_column(distCol)\n", "del pulsarCat['dist']\n", "pulsarCat.rename_column('RAJ2000', 'RA')\n", "pulsarCat.rename_column('DEJ2000', 'dec')\n", "pulsarCoords=SkyCoord(pulsarCat['RA'],pulsarCat['dec'],unit=(u.degree, u.degree),\\\n", " distance=Distance(pulsarCat['distance'],u.pc),frame='icrs')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Print Pulsar Catalog" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "706\n" ] }, { "data": { "text/html": [ "
JnameRAdecPAgedistance
degdegs[yr]pc
0006+18341.5200018.583060.69374767047000006.719700.00
0014+47463.5739347.775851.24069897808000007.5431840.00
0023-7204C5.95976-72.075400.0057567800116100--4500.00
0024-7204D6.05782-72.078840.0053575732859000--4500.00
0024-7204E6.02464-72.073040.0035363290000000--4500.00
0024-7204F6.02464-72.073040.0026235790000000--4500.00
0024-7204G6.02464-72.073040.0040403790000000--4500.00
0024-7204H6.02464-72.073040.0032105000000000--4500.00
0024-7204I6.02464-72.073040.0034849930000000--4500.00
0024-7204J6.02464-72.073040.0021006334000000--4500.00
" ], "text/plain": [ "\n", "masked_array(data = [('0006+1834', 1.52, 18.58306, 0.69374767047, 6.719, 700.0)\n", " ('0014+4746', 3.57393, 47.77585, 1.24069897808, 7.543, 1840.0)\n", " ('0023-7204C', 5.95976, -72.0754, 0.00575678001161, --, 4500.0)\n", " ('0024-7204D', 6.05782, -72.07884, 0.0053575732859, --, 4500.0)\n", " ('0024-7204E', 6.02464, -72.07304, 0.003536329, --, 4500.0)\n", " ('0024-7204F', 6.02464, -72.07304, 0.002623579, --, 4500.0)\n", " ('0024-7204G', 6.02464, -72.07304, 0.004040379, --, 4500.0)\n", " ('0024-7204H', 6.02464, -72.07304, 0.0032105, --, 4500.0)\n", " ('0024-7204I', 6.02464, -72.07304, 0.003484993, --, 4500.0)\n", " ('0024-7204J', 6.02464, -72.07304, 0.0021006334, --, 4500.0)],\n", " mask = [(False, False, False, False, False, False)\n", " (False, False, False, False, False, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)\n", " (False, False, False, False, True, False)],\n", " fill_value = ('N/A', 1e+20, 1e+20, 1e+20, 1e+20, 1e+20),\n", " dtype = [('Jname', 'S12'), ('RA', '" ] }, "execution_count": 35, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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J1Yeuxbolk98ef/oyh58v/xds3nLVtIz7/QenZ9w9z8Ndt22eFPADM59lJ/0tiqJO4O5N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pm00spjmQp79ZKIY6/AJgcdlnqYyou6Pg0JCh1DfE5rbrsPtZqn+eTRaNZ9O4wO/Gxy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\nt6LkZWsvualtOr55CvOGpTF3u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lSL3qkikZubS+Sib1AWFuKQvo3JXc/q9OOcmLJ1ALXM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\nMMUV6F3SP+o+Qj8XSkMzgYvFd6H/wEpVY3HXjk1Y/+IcjCVfRLfLK7Hi7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gaiKCEQiC2K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F5cyb259tNfxkKIYmSZIQRXtcWoFM1jvPBAQhGwWJ1kmzjQujYRh5zjfLoXaqfS6b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\ndidPujQm4vdTFCFVc+gsy3QTsgwDuK6Pdnv+DgDXdXHwqYdmdUhs23AYDz/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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure (figsize=(13,6))\n", "ax = fig.add_subplot(111,projection=\"mollweide\")\n", "ax.grid(True)\n", "plt.title(\"Pulsars\",fontsize=18)\n", "ax.scatter(pulsarCoords.galactic.l.wrap_at(180.*u.degree).radian,pulsarCoords.galactic.b.radian,c='orange')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Send Pulsar Catalog to WWT" ] }, { "cell_type": "code", "execution_count": 86, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Set up WWT layer\n", "pulsar_layer = wwt.new_layer(\"Galactic Datasets\", \"Pulsars\", pulsarCat.colnames)\n", "#Set visualization parameters in WWT\n", "props_dict = {\"CoordinatesType\":\"Spherical\",\\\n", " \"MarkerScale\":\"Screen\",\\\n", " \"PointScaleType\":\"Constant\",\\\n", " \"ScaleFactor\":\"8\",\\\n", " \"ShowFarSide\":\"True\",\\\n", " \"AltColumn\":\"5\",\\\n", " \"AltType\":\"Distance\",\\\n", " \"AltUnit\":\"Parsecs\",\\\n", " \"RaUnits\":\"Degrees\",\\\n", " \"PlotType\":\"Circle\",\\\n", " \"ColorValue\":\"ARGBColor:255:0:255:255\",\\\n", " \"TimeSeries\":\"False\"}\n", "pulsar_layer.set_properties(props_dict)\n", "#Send data to WWT client\n", "pulsar_layer.update(data=pulsarCat, purge_all=True, no_purge=False, show=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Magnetars" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The McGill magnetar catalog (Olausen+, 2014)
\n", "VizieR Catalog: J/ApJS/212/6/table9
\n", "26 Objects" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Get Magnetar Catalog" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [], "source": [ "Cats = v.get_catalogs('J/ApJS/212/6/table9')\n", "magCat=Cats[0]\n", "magCat.keep_columns([\"Name\",\"_RAJ2000\",\"_DEJ2000\",\"Dist\",\"B\",\"Per\"])\n", "magCat.rename_column('_RAJ2000', 'RA')\n", "magCat.rename_column('_DEJ2000', 'dec')\n", "#Create Column with dist in pc, not kpc (for WWT)\n", "distCol=Column(1000*magCat['Dist'].filled(0),name='distance',meta={'ucd': 'pos.distance'}, unit='pc')\n", "magCat.add_column(distCol)\n", "del magCat['Dist']\n", "magCoords=SkyCoord(magCat['RA'],magCat['dec'],unit=(u.degree, u.degree),\\\n", " distance=Distance(magCat['distance'],u.pc),frame='icrs')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Print Magnetar Catalog" ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "26\n" ] }, { "data": { "text/html": [ "
RAdecNamePerBdistance
degdegs1e+10 Tpc
15.179750-72.192722CXOU J010043.1-7211348.0203920003.90062400.0
26.59336261.7508864U 0142+618.6883287701.3003600.0
64.64111257.539697SGR 0418+57299.0783882200.0612000.0
75.27816745.276089SGR 0501+45165.7620965301.9002000.0
81.503708-66.076750SGR 0526-668.0544000005.60053600.0
162.529750-59.8892781E 1048.1-59376.4578754003.9009000.0
237.725516-54.3066981E 1547.0-54082.0721255003.2004500.0
245.687042-49.847972PSR J1622-49504.3261000002.7009000.0
248.966017-47.589808SGR 1627-412.5945780002.20011000.0
251.792500-45.871361CXOU J164710.2-45521610.6106440000.6603900.0
" ], "text/plain": [ "\n", "masked_array(data = [ (15.17975, -72.192722, 'CXOU J010043.1-721134', 8.020392, 3.9000000953674316, 62400.0)\n", " (26.593362, 61.750886, '4U 0142+61', 8.68832877, 1.2999999523162842, 3600.0)\n", " (64.641112, 57.539697, 'SGR 0418+5729', 9.07838822, 0.061000000685453415, 2000.0)\n", " (75.278167, 45.276089, 'SGR 0501+4516', 5.76209653, 1.899999976158142, 2000.0)\n", " (81.503708, -66.07675, 'SGR 0526-66', 8.0544, 5.599999904632568, 53600.0)\n", " (162.52975, -59.889278, '1E 1048.1-5937', 6.4578754, 3.9000000953674316, 9000.0)\n", " (237.725516, -54.306698, '1E 1547.0-5408', 2.0721255, 3.200000047683716, 4500.0)\n", " (245.687042, -49.847972, 'PSR J1622-4950', 4.3261, 2.700000047683716, 9000.0)\n", " (248.966017, -47.589808, 'SGR 1627-41', 2.594578, 2.200000047683716, 11000.0)\n", " (251.7925, -45.871361, 'CXOU J164710.2-455216', 10.610644, 0.6600000262260437, 3900.0)],\n", " mask = [(False, False, False, False, False, False)\n", " (False, False, False, False, False, False)\n", " (False, False, False, False, False, False)\n", " (False, False, False, False, False, False)\n", " (False, False, False, False, False, False)\n", " (False, False, False, False, False, False)\n", " (False, False, False, False, False, False)\n", " (False, False, False, False, False, False)\n", " (False, False, False, False, False, False)\n", " (False, False, False, False, False, False)],\n", " fill_value = (1e+20, 1e+20, 'N/A', 1e+20, 1.0000000200408773e+20, 1.0000000200408773e+20),\n", " dtype = [('RA', '" ] }, "execution_count": 37, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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nMqiqiF7PSUUZgecF6HZZB31Nk4Yf8rDMx0k0IA6CEJblwLKc+KSdbabKcRZW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Vx33Q2IxWLYv78R+/c3oqmpCQDDJz7xX9i4cT1WrHgY7733LpYt+w7GjRuPj3zkiEIPvSjMn38c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\n3DfbNvfjhOTNQrebr8rNwvnTlDyXpykqpfTLBlQy5XS7zZRr0GZZMlgvi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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure (figsize=(13,6))\n", "ax = fig.add_subplot(111,projection=\"mollweide\")\n", "ax.grid(True)\n", "plt.title(\"Magnetars\",fontsize=18)\n", "ax.scatter(magCoords.galactic.l.wrap_at(180.*u.degree).radian,magCoords.galactic.b.radian,c='yellow')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Send Magnetar Data to WWT" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Set up WWT layer\n", "Magnetar_layer = wwt.new_layer(\"Galactic Datasets\", \"Supernova Remnants\", magCat.colnames)\n", "#Set visualization parameters in WWT\n", "props_dict = {\"CoordinatesType\":\"Spherical\",\\\n", " \"MarkerScale\":\"Screen\",\\\n", " \"PointScaleType\":\"Constant\",\\\n", " \"ScaleFactor\":\"8\",\\\n", " \"ShowFarSide\":\"True\",\\\n", " \"AltColumn\":\"5\",\\\n", " \"AltType\":\"Distance\",\\\n", " \"AltUnit\":\"Parsecs\",\\\n", " \"RaUnits\":\"Degrees\",\\\n", " \"PlotType\":\"Circle\",\\\n", " \"ColorValue\":\"ARGBColor:255:127:0:255\",\\\n", " \"TimeSeries\":\"False\"}\n", "SNR_layer.set_properties(props_dict)\n", "#Send data to WWT client\n", "SNR_layer.update(data=amgCat, purge_all=True, no_purge=False, show=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## OB Associations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "New list of OB associations(Melnik+, 1995)
\n", "VizieR Catalog: J/PAZh/21/13/table
\n", "88 Objects" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Get OB Association Catalog" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [], "source": [ "Cats = v.get_catalogs('J/PAZh/21/13/table')\n", "OBCat=Cats[0]\n", "OBCat.keep_columns([\"AssME\",\"_RA.icrs\",\"_DE.icrs\",\"D\",\"Ntot\"])\n", "#Create Column with dist in pc (not kpc)\n", "distCol=Column(1000*OBCat['D'].filled(0),name='distance',meta={'ucd': 'pos.distance'}, unit='pc')\n", "OBCat.add_column(distCol)\n", "del OBCat['D']\n", "OBCat.rename_column('_RA.icrs', 'RA')\n", "OBCat.rename_column('_DE.icrs', 'dec')\n", "OBCoords=SkyCoord(OBCat['RA'],OBCat['dec'],unit=(u.degree, u.degree),\\\n", " distance=Distance(OBCat['distance'],u.pc),frame='icrs')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "###### Print OB Associations Catalog" ] }, { "cell_type": "code", "execution_count": 66, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "88\n" ] }, { "data": { "text/html": [ "
AssMENtotRAdecdistance
degdegpc
SGR 1 A18271.16-24.291520.00
SGR 1 B5272.47-23.691940.00
SGR 1 C12270.83-22.701440.00
SGR 75273.42-20.641280.00
SGR 422273.93-18.931850.00
SER 1 A10275.20-16.631500.00
SER 1 B19274.72-13.842050.00
SCT 310276.32-14.331480.00
SER 215274.54-12.271450.00
VUL 115295.7723.322540.00
" ], "text/plain": [ "\n", "masked_array(data = [('SGR 1 A', 18, 271.1597900390625, -24.285499572753906, 1520.0)\n", " ('SGR 1 B', 5, 272.4718017578125, -23.69409942626953, 1940.0)\n", " ('SGR 1 C', 12, 270.8306884765625, -22.703399658203125, 1440.0)\n", " ('SGR 7', 5, 273.4161071777344, -20.640199661254883, 1280.0)\n", " ('SGR 4', 22, 273.9342041015625, -18.92530059814453, 1850.0)\n", " ('SER 1 A', 10, 275.2034912109375, -16.634899139404297, 1500.0)\n", " ('SER 1 B', 19, 274.7185974121094, -13.843600273132324, 2050.0)\n", " ('SCT 3', 10, 276.32000732421875, -14.330699920654297, 1480.0)\n", " ('SER 2', 15, 274.5357971191406, -12.27280044555664, 1450.0)\n", " ('VUL 1', 15, 295.7691955566406, 23.319000244140625, 2540.0)],\n", " mask = [(False, False, False, False, False) (False, False, False, False, False)\n", " (False, False, False, False, False) (False, False, False, False, False)\n", " (False, False, False, False, False) (False, False, False, False, False)\n", " (False, False, False, False, False) (False, False, False, False, False)\n", " (False, False, False, False, False) (False, False, False, False, False)],\n", " fill_value = ('N/A', 16959, 1.0000000200408773e+20, 1.0000000200408773e+20, 1.0000000200408773e+20),\n", " dtype = [('AssME', 'S9'), ('Ntot', '" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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lEYahoFKxen5aKQg80mkN5bLV0xNcnueRTquwbQ+27fRsHQAH05QhigJs24Vt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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = plt.figure (figsize=(13,6))\n", "ax = fig.add_subplot(111,projection=\"mollweide\")\n", "ax.grid(True)\n", "plt.title(\"OB Associations\",fontsize=18)\n", "ax.scatter(OBCoords.galactic.l.wrap_at(180.*u.degree).radian,OBCoords.galactic.b.radian,c='cyan')" ] }, { "cell_type": "code", "execution_count": 87, "metadata": { "collapsed": false }, "outputs": [], "source": [ "#Set up WWT layer\n", "OB_layer = wwt.new_layer(\"Galactic Datasets\", \"OB Associations\", OBCat.colnames)\n", "#Set visualization parameters in WWT\n", "props_dict = {\"CoordinatesType\":\"Spherical\",\\\n", " \"MarkerScale\":\"Screen\",\\\n", " \"PointScaleType\":\"Constant\",\\\n", " \"ScaleFactor\":\"8\",\\\n", " \"ShowFarSide\":\"True\",\\\n", " \"AltColumn\":\"4\",\\\n", " \"AltType\":\"Distance\",\\\n", " \"AltUnit\":\"Parsecs\",\\\n", " \"RaUnits\":\"Degrees\",\\\n", " \"PlotType\":\"Circle\",\\\n", " \"ColorValue\":\"ARGBColor:255:64:64:255\",\\\n", " \"TimeSeries\":\"False\"}\n", "OB_layer.set_properties(props_dict)\n", "#Send data to WWT client\n", "OB_layer.update(data=OBCat, purge_all=True, no_purge=False, show=True)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "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": "3.5.1" } }, "nbformat": 4, "nbformat_minor": 0 }