In [1]:
import requests
import time
from IPython.display import HTML
from IPython.display import Image
import pylab as plt
import pandas as pd
%pylab inline
In [2]:
class SurveyCard(dict):
# Overridden dict class which takes a dict
# and renders an HTML Table in IPython Notebook.
def _repr_html_(self):
html = ["<table width=40%>"]
for key, value in sorted(self.iteritems(), reverse=True):
html.append("<tr>")
html.append("<td>{0}</td>".format(key))
html.append("<td>{0}</td>".format(value))
html.append("</tr>")
html.append("</table>")
return ''.join(html)
In [3]:
from BeautifulSoup import BeautifulSoup
def get_hyperleda_galaxy_inclination(galaxyname):
url = 'http://leda.univ-lyon1.fr/ledacat.cgi?o=%s' % galaxyname
response = requests.get(url)
if response.ok:
html = response.content
soup = BeautifulSoup(html)
results = soup.findAll("a", {"href" : "leda/param/incl.html"})
if len(results) > 0:
incl = float(results[0].findNext('td').contents[0])
return incl
else:
raise Exception('Inclination not found for %s' % galaxyname)
def get_hyperleda_galaxy_type(galaxyname):
url = 'http://leda.univ-lyon1.fr/ledacat.cgi?o=%s' % galaxyname
response = requests.get(url)
if response.ok:
html = response.content
soup = BeautifulSoup(html)
results = soup.findAll("a", {"href" : "leda/param/type.html"})
if len(results) > 0:
incl = results[0].findNext('td').contents[0].encode('utf-8').strip()
return incl
else:
print ('Type not found for %s' % galaxyname)
In [4]:
from astroquery.ned import Ned
In [5]:
result_table = Ned.query_object("NGC 338")
In [6]:
print result_table
In [7]:
from astropy.io import fits
In [8]:
image_list = Ned.get_image_list("n338")
image_list
Out[8]:
In [9]:
image_data = fits.getdata('http://ned.ipac.caltech.edu/dss1B2/Bc/NGC_0338:I:103aE:dss1.fits.gz', ext=0)
In [10]:
image_data.shape
Out[10]:
In [11]:
plt.figure()
from matplotlib.colors import LogNorm
plt.imshow(image_data, cmap=cm.PuOr, norm=LogNorm())
plt.colorbar()
Out[11]:
In [12]:
carmaedge_card = {'Name' : 'CARMA EDGE', r'$\Sigma_{\rm{H_2}}$' : '+', r'$\Sigma_{s}$' : '+', r'$\sigma_{s}$' : '+', r'$H_{\alpha} (SFR)$' : '+'}
SurveyCard(carmaedge_card)
Out[12]:
In [13]:
#extracted from table in article
carmaedge = '''ARP220 15h34m57.
s3 +23◦30009.
007 Sm 5247 66 30 338 78.0
IC0480 07h55m23.
s1 +26◦44034.
000 Sbc 4595 105 77 168 66.3
IC0540 09h30m10.
s2 +07◦54009.
003 Sb 2022 64 68 350 29.9
IC0944 13h51m30.
s9 +14◦05031.
002 Sa 6907 92 75 106 100.8
IC1151 15h58m32.
s5 +17◦26029.
004 SBc B 2192 134 68 204 30.8
IC1199 16h10m34.
s3 +10◦02024.
003 Sbc 4686 71 64 339 68.3
IC1683 01h22m38.
s8 +34◦26013.
001 Sb 4820 79 55 16 69.7
IC2247 08h15m59.
s0 +23◦11058.
005 Sbc 4254 109 78 328 62.0
IC2487 09h30m09.
s2 +20◦05027.
002 Sb 4310 110 78 163 62.3
IC4566 15h36m42.
s1 +43◦32021.
008 SABb B 5537 81 54 145 80.7
IC5376 00h01m19.
s7 +34◦31032.
005 Sab 4979 98 72 3 72.9
NGC0444 01h15m49.
s6 +31◦04048.
007 Sc 4776 94 75 159 70.1
NGC0447 01h15m37.
s5 +33◦04003.
003 S0-a B 5552 133 29 227 79.7
NGC0477 01h21m20.
s3 +40◦29017.
005 Sc B 5796 93 60 140 85.4
NGC0496 01h23m11.
s5 +33◦31044.
000 Sbc 5958 53 57 36 87.5
NGC0523 01h25m20.
s7 +34◦01029.
000 Sbc M 4760 151 72 277 67.9
NGC0528 01h25m33.
s5 +33◦40017.
004 S0 4638 106 61 58 68.8
NGC0551 01h27m40.
s6 +37◦10058.
004 SBbc B 5141 89 64 315 74.5
NGC1167 03h01m42.
s3 +35◦12020.
005 S0 4797 109 40 88 70.9
NGC2253 06h43m41.
s8 +65◦12022.
003 Sc 3545 86 47 300 51.2
NGC2347 07h16m03.
s9 +64◦42038.
008 Sb R 4387 99 50 189 63.7
NGC2410 07h35m02.
s2 +32◦49019.
005 Sb B 4642 130 72 217 67.5
NGC2480 07h57m10.
s4 +23◦46047.
002 SBd BM 2287 79 55 343 33.1
NGC2486 07h57m56.
s4 +25◦09038.
008 Sa 4569 89 56 93 67.5
NGC2487 07h58m20.
s4 +25◦08057.
001 Sb BR 4795 104 31 118 70.5
NGC2623 08h38m24.
s0 +25◦45014.
007 Sb M 5454 45 46 255 80.2
NGC2639 08h43m38.
s0 +50◦12019.
004 Sa R 3168 97 50 314 45.7
NGC2730 09h02m15.
s7 +16◦50017.
008 Sd B 3727 87 28 261 54.8
NGC2880 09h29m34.
s5 +62◦29026.
001 E-S0 B 1530 140 50 323 22.7
NGC2906 09h32m06.
s2 +08◦26029.
007 Sc 2133 81 56 262 37.7
NGC2916 09h34m57.
s5 +21◦42018.
007 Sb 3620 144 50 200 53.2
NGC2918 09h35m44.
s0 +31◦42019.
008 E 6569 93 46 75 96.6
NGC3303 10h37m00.
s1 +18◦08008.
005 Sa M 6040 66 60 160 89.8
NGC3381 10h48m24.
s8 +34◦42041.
000 SBb B 1625 121 31 333 23.4
NGC3687 11h28m00.
s4 +29◦30039.
005 Sbc BR 2497 84 20 326 36.0
NGC3811 11h41m16.
s8 +47◦41026.
008 SBc BR 3073 122 40 352 44.3
NGC3815 11h41m39.
s1 +24◦48001.
004 Sab 3686 86 60 68 53.6
NGC3994 11h57m36.
s7 +32◦16038.
002 Sc RM 3097 51 60 188 44.7
NGC4047 12h02m50.
s6 +48◦38010.
003 Sb 3419 92 42 104 49.1
NGC4149 12h10m32.
s8 +58◦18014.
007 SABc B 3050 82 66 85 44.1
NGC4185 12h13m22.
s0 +28◦30039.
005 SBbc BR 3874 111 48 344 55.9
NGC4210 12h15m15.
s8 +65◦59007.
004 Sb BR 2714 116 41 278 38.8
NGC4211NED02 12h15m37.
s4 +28◦10010.
005 S0-a M 6605 62 30 25 96.9
NGC4470 12h29m37.
s6 +07◦49026.
000 Sa 2338 77 48 350 33.4
NGC4644 12h42m42.
s8 +55◦08043.
007 Sb BM 4915 91 73 57 71.6
NGC4676A 12h46m10.
s2 +30◦43055.
005 S0-a BM 6541 130 50 185 96.6
NGC4711 12h48m45.
s7 +35◦19057.
007 SBb B 4044 72 58 215 58.8
NGC4961 13h05m47.
s7 +27◦44002.
000 SBc B 2521 67 47 100 36.6
NGC5000 13h09m47.
s5 +28◦54024.
004 Sbc BRM 5557 77 20 31 80.8
NGC5016 13h12m06.
s8 +24◦05041.
000 SABb B 2581 94 40 57 36.9
NGC5056 13h16m12.
s3 +30◦57000.
007 Sc 5550 97 61 178 81.1
NGC5205 13h30m03.
s5 +62◦30041.
003 Sbc 1762 95 50 169 25.1
NGC5218 13h32m10.
s3 +62◦46004.
000 SBb B 2888 110 30 236 41.7
NGC5394 13h58m33.
s6 +37◦27012.
005 SBb BM 3431 158 70 189 49.5
NGC5406 14h00m20.
s1 +38◦54055.
004 Sbc B 5350 102 45 111 77.8
NGC5480 14h06m21.
s5 +50◦43030.
003 Sc 1882 100 42 178 27.0
NGC5485 14h07m11.
s2 +55◦00005.
007 S0 1893 151 47 74 26.9
NGC5520 14h12m22.
s6 +50◦20054.
006 Sb 1870 96 59 245 26.7
NGC5614 14h24m07.
s5 +34◦51032.
000 Sab RM 3859 146 36 270 55.7
NGC5633 14h27m28.
s4 +46◦08047.
000 Sb R 2319 65 42 17 33.4
NGC5657 14h30m43.
s5 +29◦10050.
005 Sb BR 3860 105 68 349 56.3
NGC5682 14h34m45.
s1 +48◦40010.
001 Sb B 2242 39 76 311 32.6
NGC5732 14h40m39.
s0 +38◦38015.
007 Sbc 3723 74 58 43 54.0
NGC5784 14h54m16.
s5 +42◦33028.
000 S0 5427 89 45 255 79.4
NGC5876 15h09m31.
s6 +54◦30023.
004 SBab BR 3240 148 66 51 46.9
NGC5908 15h16m43.
s3 +55◦24033.
008 Sb 3294 202 77 153 47.1
NGC5930 15h26m07.
s7 +41◦40033.
009 SABa BM 2637 111 45 155 37.2
NGC5934 15h28m12.
s7 +42◦55047.
006 Sa M 5566 37 55 5 82.7
NGC5947 15h30m36.
s7 +42◦43001.
009 SBbc B 5898 70 32 249 86.1
NGC5953 15h34m32.
s5 +15◦11037.
006 S0-a M 1988 88 26 48 28.4
NGC5980 15h41m30.
s4 +15◦47015.
003 Sbc 4060 98 66 15 59.4
NGC6004 15h50m22.
s5 +18◦56021.
001 Sc B 3818 114 37 272 55.2
NGC6021 15h57m30.
s6 +15◦57021.
005 E 4673 93 43 157 69.1
NGC6027 15h59m12.
s4 +20◦45047.
008 S0-a BM 4338 137 31 231 62.9
NGC6060 16h05m52.
s0 +21◦29005.
006 SABc BR 4398 114 64 102 63.2
NGC6063 16h07m13.
s0 +07◦58043.
009 Sc 2807 98 56 332 40.7
NGC6081 16h12m56.
s8 +09◦52001.
003 S0 4978 93 66 308 73.5
NGC6125 16h19m11.
s6 +57◦59002.
007 E 4522 83 17 5 68.0
NGC6146 16h25m10.
s1 +40◦53033.
003 E 8693 100 41 78 128.7
NGC6155 16h26m08.
s1 +48◦22000.
004 Sc 2418 80 45 130 34.6
NGC6168 16h31m21.
s0 +20◦11007.
008 Sd 2540 99 77 111 36.1
NGC6186 16h34m25.
s6 +21◦32027.
002 Sa B 2940 94 71 70 42.4
NGC6301 17h08m32.
s6 +42◦20020.
003 Sc R 8222 106 53 288 121.4
NGC6310 17h07m57.
s3 +60◦59024.
003 Sb 3459 101 74 70 48.7
NGC6314 17h12m38.
s8 +23◦16012.
007 Sa 6551 82 58 356 95.9
NGC6361 17h18m41.
s0 +60◦36029.
001 Sb 3789 123 75 47 54.9
NGC6394 17h30m21.
s6 +59◦38023.
006 SBb B 8444 69 60 232 124.3
NGC6478 17h48m38.
s1 +51◦09025.
009 Sc 6797 87 73 29 97.4
NGC7738 23h44m02.
s0 +00◦31000.
001 Sb B 6682 71 66 235 97.8
NGC7819 00h04m24.
s4 +31◦28019.
002 Sb B 4918 86 54 270 71.6
UGC00809 01h15m51.
s8 +33◦48038.
005 Sc 4171 71 79 19 60.4
UGC03253 05h19m41.
s6 +84◦03008.
000 Sb BR 4040 82 58 268 59.5
UGC03539 06h48m53.
s9 +66◦15040.
006 Sbc B 3278 110 72 303 47.1
UGC03969 07h41m14.
s3 +27◦36050.
007 Sc 8037 76 70 134 118.4
UGC03973 07h42m32.
s5 +49◦48035.
002 Sb B 6594 80 39 144 95.9
UGC04029 07h48m19.
s0 +34◦19055.
009 Sbc B 4389 108 78 58 63.5
UGC04132 07h59m13.
s0 +32◦54053.
006 Sbc 5151 74 72 213 75.4
UGC04280 08h14m33.
s3 +54◦47058.
002 Sa 3500 79 72 184 50.9
UGC04461 08h33m22.
s6 +52◦31056.
002 Sbc 4941 83 70 223 72.3
UGC05108 09h35m26.
s3 +29◦48045.
003 SBab B 8015 66 66 136 118.4
UGC05111 09h36m52.
s4 +66◦47018.
002 Sbc 6660 90 73 118 98.2
UGC05244 09h48m48.
s1 +64◦10004.
008 Sc 2974 90 78 33 43.7
UGC05359 09h58m51.
s6 +19◦12053.
000 SABb B 8344 93 72 94 123.2
UGC05498NED01 10h12m03.
s6 +23◦05007.
004 Sa M 6250 94 81 62 91.8
UGC05598 10h22m14.
s1 +20◦35021.
008 Sbc 5591 76 75 216 81.1
UGC06312 11h18m00.
s0 +07◦50040.
007 Sa B 6266 71 69 225 90.0
UGC07012 12h02m03.
s1 +29◦50053.
001 SBc B 3052 65 60 184 44.3
UGC08107 12h59m39.
s8 +53◦20028.
006 IB B 8201 137 71 228 121.6
UGC08250 13h10m20.
s2 +32◦28057.
003 Sc 5169 79 76 12 76.0
UGC08267 13h11m11.
s4 +43◦43035.
004 Sb 7159 67 75 223 103.7
UGC09067 14h10m45.
s4 +15◦12033.
001 Sab 7740 49 62 15 114.5
UGC09476 14h41m31.
s9 +44◦30045.
007 SABc B 3243 90 48 307 46.6
UGC09537 14h48m26.
s6 +34◦59052.
007 Sb 8662 134 72 136 130.1
UGC09542 14h49m01.
s2 +42◦27050.
003 Sc 5413 86 73 214 79.7
UGC09665 15h01m32.
s5 +48◦19011.
002 Sbc 2561 102 74 138 36.5
UGC09759 15h10m40.
s8 +55◦21001.
004 Sb 3394 80 67 50 49.2
UGC09873 15h29m50.
s6 +42◦37044.
003 Sc 5575 80 75 129 91.5
UGC09892 15h32m52.
s0 +41◦11029.
000 Sb 5591 78 72 101 82.2
UGC09919 15h35m39.
s4 +12◦36022.
006 Sc 3160 89 78 349 47.1
UGC10043 15h48m41.
s4 +21◦52010.
001 Sbc 2154 132 90 328 31.0
UGC10123 15h59m02.
s7 +51◦18016.
005 Sab 3738 69 70 235 53.8
UGC10205 16h06m40.
s3 +30◦05056.
004 Sa 6491 87 52 129 94.9
UGC10331 16h17m21.
s1 +59◦19012.
003 Sb 4415 87 76 141 64.8
UGC10380 16h25m49.
s7 +16◦34033.
009 Sb 8624 93 78 288 110.8
UGC10384 16h26m46.
s6 +11◦34048.
007 Sab 4929 70 70 278 71.8
UGC10710 17h06m52.
s5 +43◦07019.
005 Sb 8228 100 70 330 121.7'''
In [14]:
carmaedge = carmaedge.split('\n')[0::3]
In [15]:
len(carmaedge)
Out[15]:
In [16]:
carmaedge = [l.split(' ')[0] for l in carmaedge]
In [17]:
carmaedge
Out[17]:
In [18]:
%%time
for carmaname in carmaedge:
print carmaname
result_table = Ned.query_object(carmaname)
print result_table[0]
print '\n'
In [19]:
carma_set = []
for carmaname in carmaedge:
result_table = Ned.query_object(carmaname)
carma_set.append(result_table[0]['Object Name'])
In [20]:
%%time
incls = []
for carmaname in carmaedge:
incl = get_hyperleda_galaxy_inclination(carmaname)
time.sleep(1)
incls.append(incl)
In [21]:
plt.hist(incls, bins=45);
In [22]:
len(incls)
Out[22]:
In [ ]:
In [ ]:
In [23]:
whisp_card = {'Name' : 'WHISP', r'$\Sigma_{\rm{HI}}$' : '+'}
In [24]:
SurveyCard(whisp_card)
Out[24]:
In [25]:
whisp_url = 'http://www.astro.rug.nl/~whisp/Database/OverviewCatalog/ListByName/listing_by_name.html'
html = requests.get(whisp_url).content
In [26]:
from BeautifulSoup import BeautifulSoup
soup = BeautifulSoup(html)
In [27]:
whisp_galaxies = []
for gal in soup.findAll('a', target="_top")[2:]:
g = str(gal.string)
whisp_galaxies.append(int(g.replace('/', ' ').replace('(', ' ').replace('\x08', ' ').split(' ')[2]))
In [28]:
len(unique(whisp_galaxies))
Out[28]:
In [29]:
print ['UGC ' + str(l) for l in whisp_galaxies]
In [30]:
whisp = ['UGC ' + str(l) for l in whisp_galaxies]
The HI Nearby Galaxy Survey http://www.mpia.de/THINGS/Data.html
In [31]:
Image('http://www.mpia.de/THINGS/THINGS_Poster_files/droppedImage.jpg')
Out[31]:
In [32]:
things_card = {'Name' : 'THINGS', r'$\Sigma_{\rm{HI}}$' : '+', r'$\sigma_{\rm{HI}}$' : '+'}
In [33]:
SurveyCard(things_card)
Out[33]:
In [34]:
things = ['NGC 628',
'NGC 925',
'NGC 1569',
'NGC 2366',
'NGC 2403',
'Ho II',
'M81 DwA',
'DDO 53',
'NGC 2841',
'NGC 2903',
'Ho I',
'NGC 2976',
'NGC 3031',
'NGC 3077',
'M81 DwB',
'NGC 3184',
'NGC 3198',
'IC 2574',
'NGC 3351',
'NGC 3521',
'NGC 3621',
'NGC 3627',
'NGC 4214',
'NGC 4449',
'NGC 4736',
'DDO 154',
'NGC 4826',
'NGC 5055',
'NGC 5194',
'NGC 5236',
'NGC 5457',
'NGC 6946',
'NGC 7331',
'NGC 7793']
In [35]:
%%time
for thing in things:
print thing
result_table = Ned.query_object(thing)
print result_table[0]
print '\n'
In [36]:
thing_set = []
for thing in things:
result_table = Ned.query_object(thing)
thing_set.append(result_table[0]['Object Name'])
In [37]:
intersect = set(carma_set).intersection(thing_set)
intersect
Out[37]:
есть дисперсии газа вроде (да, как минимум отдельно обработанная выборка тут https://arxiv.org/pdf/1601.02022.pdf), но очень маленькая область. Данные есть были для ~100 объектов.
Теперь релизнулся каталог, https://arxiv.org/pdf/1707.08402.pdf, там ~770 объектов. Очень маленькие области и не ясно, что за газ - но есть дисперсии! Это важно.
Однако оказалось, что это дисперсии ионизованного газа, что не есть хорошо.
In [38]:
sami_card = {'Name' : 'SAMI', r'$SFR$' : '+', r'$\sigma_{g, ion}$' : '+', r'$V_g$' : '+'}
SurveyCard(sami_card)
Out[38]:
In [39]:
# sami = [
# '2MASX J08444542+0211080',
# '2MASX J08445895+0203060',
# '2MASX J08445921+0228350',
# 'SDSS J084517.68+021650.0',
# '2MASX J08453179+0228336',
# 'SDSS J084637.68+023651.7',
# '2MASX J08464363+0150354',
# '2MASX J08465431+0233361',
# '2MASX J08471547+0153441',
# 'SDSS J084728.99+021637.5',
# 'GAMA 422683',
# 'SDSS J084825.61+021716.1',
# '2MASX J08483006+0010151',
# '2MASX J08484561+0017289',
# 'GAMA 203037',
# '2MASX J08493279-0005002',
# 'SDSS J085000.61-001056.2',
# '2MASX J08500161+0013326',
# '2MASX J08503171+0019082',
# '2MASX J08503260-0015101',
# '2MASX J08505842-0013434',
# 'CGCG 005-017',
# 'SDSS J085121.63-002342.5',
# '2MASX J08513652+0016235',
# 'CGCG 006-027',
# 'SDSS J091833.93+012037.5',
# 'SDSS J091849.99+010122.7',
# '2MFGC 07229',
# 'GALEXASC J091858.14+013352.4',
# '2MASX J09190412+0110453',
# 'SDSS J091906.31+004039.4',
# 'SDSS J091910.38+010319.7',
# '2MASX J09191636+0102106',
# 'SDSS J091942.13+011932.9',
# 'SDSS J091955.94+003828.6',
# 'GAMA 218717',
# 'SDSS J091958.88+005739.0',
# 'SDSS J092002.40+005039.1',
# 'SDSS J092012.55+010908.3',
# 'GALEXMSC J092015.56+014716.9',
# 'SDSS J092021.96+004924.5',
# 'SDSS J092031.46+005613.2',
# 'SDSS J092033.28+004315.7',
# 'SDSS J092034.36+013303.9',
# 'SDSS J092037.21+004921.7',
# 'SDSS J092046.17+003616.9',
# 'SDSS J092123.80+011033.9',
# '*2MASX J12034435+0150095',
# '*UGC 07042',
# '2MASX J12040196+0126415',
# '*NGC 4063',
# 'SDSS J120407.42+013459.3',
# 'NGC 4073',
# 'SDSS J120430.27+014102.4',
# 'SDSS J120444.63+014245.0',
# 'SDSS J120445.36+015512.6',
# 'SDSS J120448.72+013847.3',
# 'SDSS J120456.91+013029.6',
# 'SDSS J120522.07+015004.5',
# 'CGCG 018-062',
# 'SDSS J141032.73-005030.6',
# 'SDSS J141100.80-005414.1',
# '2dFGRS N274Z062',
# 'SDSS J141110.36-001709.8',
# 'SDSS J141112.02-005802.5',
# 'SDSS J141120.29-002950.7',
# 'SHOC 452',
# 'SDSS J141212.88-005046.9',
# 'CGCG 018-079 NED01',
# 'GALEXASC J141250.09-004402.5',
# 'UM 647',
# 'SDSS J141453.62+002426.2',
# '2MASX J14152834+0013384',
# 'CGCG 018-104',
# 'CGCG 018-103',
# '2MASX J14170455-0015086',
# '2MASX J14170767-0000546',
# 'SDSS J141721.25-001008.5',
# 'CGCG 018-107',
# '2MASX J14173511+0009328',
# '2MASX J14175124+0019098',
# '2MASX J14180218+0029037',
# 'SDSS J141805.48+001338.5',
# 'SDSS J142336.60-010336.9',
# 'SDSS J142358.19-010742.3',
# '2MASX J14241764-0135030',
# '2MASX J14242424-0145540',
# '2MASX J14243031-0137420',
# 'CGCG 019-019',
# 'CGCG 019-022',
# '2MASX J14253466-0122336',
# '2MASX J14260079-0124431',
# '2MASX J14260486-0132201',
# '2MASX J14260877-0112077',
# 'SDSS J142623.70-013537.4',
# 'SDSS J144926.88-000951.1',
# 'GALEXMSC J144944.90-001428.4',
# '2MASX J14500368+0005506',
# '2MASX J14505461+0001405',
# 'SDSS J145058.07+000531.8',
# '2MASX J14510301-0031374',
# '2MASX J14510387-0027434',
# 'SDSS J145109.68-000728.2',
# 'SDSS J145113.68+000140.6',
# 'SDSS J145153.48-004324.4',
# '2MASX J14521940-0016095',
# '2MASX J14523193-0009585']
In [40]:
df = pd.read_csv('sami_overview.csv')
In [41]:
df.head()
Out[41]:
In [42]:
df.shape
Out[42]:
In [43]:
sami = df[u' IAU Identifier'].values
In [44]:
%%time
bad_ind = 0
sami_set = []
for s in sami:
try:
result_table = Ned.query_object('SDSS '+s)
sami_set.append(result_table[0]['Object Name'])
except Exception:
print s
bad_ind+=1
print bad_ind
In [45]:
inters = set(sami_set).intersection(carma_set)
inters
Out[45]:
In [46]:
inters = set(sami_set).intersection(thing_set)
inters
Out[46]:
In [ ]:
https://www.aanda.org/articles/aa/pdf/2011/02/aa15938-10.pdf
Не похоже, что там есть что-то полезное
The HERA CO Line Extragalactic Survey https://www.cv.nrao.edu/~aleroy/HERACLES/Sample.html (я поискал дисперсии в работах, но не нашел - только радиальные профили)
In [47]:
heracles_card = {'Name' : 'IRAM HERACLES', r'$\Sigma_{\rm{HI}}$' : '+', r'$\Sigma_{\rm{H_2}}$' : '+', r'$SFR$' : '+', r'$V_g$' : '+', r'$\Sigma_{s}$' : '?'}
In [48]:
SurveyCard(heracles_card)
Out[48]:
In [49]:
heracles = [
'DDO 053',
'DDO 154',
'DDO 165',
'Holmberg I',
'Holmberg II',
'IC 2574',
'M81 Dwarf A',
'M81 Dwarf B',
'NGC 0337',
'NGC 0628',
'NGC 0925',
'NGC 2146',
'NGC 2366',
'NGC 2403',
'NGC 2798',
'NGC 2841',
'NGC 2903',
'NGC 2976',
'NGC 3034',
'NGC 3049',
'NGC 3077',
'NGC 3184',
'NGC 3190',
'NGC 3198',
'NGC 3351',
'NGC 3521',
'NGC 3627',
'NGC 3938',
'NGC 4214',
'NGC 4236',
'NGC 4254',
'NGC 4321',
'NGC 4536',
'NGC 4559',
'NGC 4569',
'NGC 4579',
'NGC 4594',
'NGC 4625',
'NGC 4631',
'NGC 4725',
'NGC 4736',
'NGC 5055',
'NGC 5194',
'NGC 5457',
'NGC 5474',
'NGC 5713',
'NGC 6946',
'NGC 7331'
]
In [50]:
%%time
for hera in heracles:
print hera
result_table = Ned.query_object(hera)
print result_table[0]
print '\n'
Nuclei of Galaxies http://www.mpia.de/NUGA/Nuga_results.html
HI Intensity Maps, CO Intensity Maps
Но как-то все очень разнозненно
In [51]:
bima_card = {'Name' : 'BIMA SONG', r'$\Sigma_{\rm{H_2}}$' : '+'}
In [52]:
SurveyCard(bima_card)
Out[52]:
In [53]:
bima = '''NGC 0628 NGC 0925 NGC 1068 IC 342 NGC 2403 NGC 2841 NGC 2903
NGC 2976 NGC 3031 NGC 3184 NGC 3344 NGC 3351 NGC 3368 NGC 3521
NGC 3627 NGC 3726 NGC 3938 NGC 3953 NGC 3992 NGC 4051 NGC 4258
NGC 4303 NGC 4321 NGC 4414 NGC 4450 NGC 4490 NGC 4535 NGC 4548
NGC 4559 NGC 4569 NGC 4579 NGC 4699 NGC 4725 NGC 4736 NGC 4826
NGC 5005 NGC 5033 NGC 5055 NGC 5194 NGC 5248 NGC 5247 NGC 5457
NGC 6946 NGC 7331'''
In [54]:
bima = bima.replace('\n', ' ').split(' ')
In [55]:
bima = [l[0]+l[1] for l in zip(bima[::2], bima[1::2])]
In [56]:
carmasting_card = {'Name' : 'CARMA STING', r'$\Sigma_{\rm{H_2}}$' : '+'}
In [57]:
SurveyCard(carmasting_card)
Out[57]:
In [58]:
carmasting = [
'NGC337',
'NGC772',
'NGC1156',
'NGC1569',
'NGC1637',
'NGC2681',
'NGC2782',
'NGC2976',
'NGC3147',
'NGC3198',
'NGC3486',
'NGC3593',
'NGC3949',
'NGC4151',
'NGC4254',
'NGC4273',
'NGC4536',
'NGC4605',
'NGC4654',
'NGC5371',
'NGC5713',
'NGC6503',
'NGC6951'
]
In [ ]:
In [59]:
WongBlitz2010_card = {'Name' : 'WongBlitz2010', r'$\Sigma_{\rm{HI}}$' : '+', r'$\Sigma_{\rm{H_2}}$' : '+', r'$SFR$' : '+'}
In [60]:
SurveyCard(WongBlitz2010_card)
Out[60]:
In [61]:
WongBlitz2010 = ['NGC 4321',
'NGC 4414',
'NGC 4501',
'NGC 4736',
'NGC 5033',
'NGC 5055',
'NGC 5457']
http://iopscience.iop.org/article/10.1088/0004-6256/145/5/138/pdf
https://users.obs.carnegiescience.edu/gblancm/venga.html
К сожалению у них только один куб выложен в статье (628), а остальных нет.
In [62]:
venga_card = {'Name' : 'VENGA', r'$\Sigma_{s}$' : '+', r'$\sigma_{s}$' : '+', r'$H_{\alpha} (SFR)$' : '+'}
SurveyCard(venga_card)
Out[62]:
In [63]:
Image('https://users.obs.carnegiescience.edu/gblancm/venga_files/NGC2903_plots.jpg', width=900)
Out[63]:
In [64]:
venga = '''NGC 337 ... ...
NGC 628 0.10a 1.35
NGC 1042 ... ...
NGC 1068 ... ...
NGC 2775 0.61b 4.85
NGC 2841 0.17c 2.97
NGC 2903 0.09c 0.42
NGC 3147 0.25a 3.66
NGC 3166 0.25b 0.56
NGC 3198 0.11a 5.12
NGC 3227 ... ...
NGC 3351 0.17c 1.51
NGC 3521 0.10a 3.20
NGC 3627 0.08c 2.90
NGC 3938 0.07b 1.18
NGC 3949 ... ...
NGC 4013 ... ...
NGC 4254 0.39b 2.68
NGC 4314 ... ...
NGC 4450 0.17b 2.26
NGC 4569 0.06c 1.90
NGC 4826 0.13c 3.94
NGC 5055 0.26a 1.84
NGC 5194 ... ...
NGC 5713 0.33b 1.84
NGC 5981 ... ...
NGC 6503 ... ...
NGC 6946 ... ...
NGC 7479 0.09b 1.09
NGC 7331 ... ...'''
In [65]:
venga = [''.join(l.split(' ')[0:2]) for l in venga.split('\n')]
In [66]:
venga
Out[66]:
In [67]:
ned_venga = []
for venganame in venga:
result_table = Ned.query_object(venganame)
ned_venga.append(result_table[0]['Object Name'])
ned_carma = []
for carmaname in carmaedge:
result_table = Ned.query_object(carmaname)
ned_carma.append(result_table[0]['Object Name'])
print set(ned_carma).intersection(ned_venga)
In [ ]:
Calar Alto Legacy Integral Field spectroscopy Area survey http://www.caha.es/CALIFA/public_html/?q=content/list-objects-included-dr3&explorer=1
прямо на странице каталога есть NGC6125, выглядит интересно. Но у нее CO данные какие-то странные.
обработанные кубы (картинки) для ~300 галактик есть тут http://adsabs.harvard.edu/cgi-bin/bib_query?arXiv:1609.06446
In [68]:
califa_card = {'Name' : 'CALIFA', r'$\Sigma_{s}$' : '+', r'$\sigma_{s}$' : '+', r'$SFR$' : '+'}
SurveyCard(califa_card)
Out[68]:
In [69]:
califa = '''
IC5376 1 00:01:19 +34:31:31 X X X NED IC5376
UGC00005 2 00:03:05 -01:54:49 X X X NED UGC00005
NGC7819 3 00:04:24 +31:28:18 X X X NED NGC7819
UGC00029 4 00:04:33 +28:18:05 X NED UGC00029
IC1528 5 00:05:04 -07:05:35 X X X NED IC1528
NGC7824 6 00:05:05 +06:55:12 X NED NGC7824
UGC00036 7 00:05:13 +06:46:19 X X X NED UGC00036
NGC0001 8 00:07:15 +27:42:28 X X X NED NGC0001
NGC0023 9 00:09:52 +25:55:26 X X X NED NGC0023
NGC0036 10 00:11:21 +06:23:21 X X X NED NGC0036
UGC00139 11 00:14:31 -00:44:15 X NED UGC00139
UGC00148 12 00:15:50 +16:05:23 X X X NED UGC00148
MCG-02-02-030 13 00:30:06 -11:06:49 X X X NED MCG-02-02-030
UGC00312 14 00:31:23 +08:28:00 X X X NED UGC00312
ESO539-G014 15 00:31:27 -19:45:41 X NED ESO539-G014
MCG-02-02-040 16 00:31:35 -10:30:23 X NED MCG-02-02-040
UGC00335NED02 17 00:33:56 +07:16:06 X X X NED UGC00335NED02
NGC0155 18 00:34:39 -10:45:59 X X X NED NGC0155
ESO540-G003 19 00:35:39 -20:07:30 X X X NED ESO540-G003
NGC0160 20 00:36:03 +23:57:28 X X X NED NGC0160
NGC0165 21 00:36:28 -10:06:21 X NED NGC0165
NGC0169 22 00:36:51 +23:59:27 X X X NED NGC0169
NGC0171 23 00:37:21 -19:56:02 X X X NED NGC0171
NGC0177 24 00:37:33 -22:32:56 X NED NGC0177
NGC0180 25 00:37:57 +08:38:06 X X X NED NGC0180
NGC0192 26 00:39:12 +00:51:50 X X X NED NGC0192
NGC0216 27 00:41:26 -21:02:40 X X X NED NGC0216
NGC0214 28 00:41:27 +25:29:57 X X X NED NGC0214
NGC0217 29 00:41:33 -10:01:17 X X X NED NGC0217
NGC0237 30 00:43:27 -00:07:29 X X X NED NGC0237
NGC0234 31 00:43:31 +14:20:33 X X X NED NGC0234
MCG-02-03-015 32 00:47:45 -09:50:06 X NED MCG-02-03-015
NGC0257 33 00:48:01 +08:17:49 X X X NED NGC0257
NGC0309 34 00:56:42 -09:54:50 X X X NED NGC0309
NGC0364 35 01:04:40 -00:48:09 X X X NED NGC0364
NGC0429 36 01:12:56 -00:20:41 X X X NED NGC0429
IC1652 37 01:14:55 +31:56:56 X X X NED IC1652
NGC0447 38 01:15:37 +33:04:05 X X X NED NGC0447
NGC0444 39 01:15:49 +31:04:51 X X X NED NGC0444
UGC00809 40 01:15:51 +33:48:39 X X X NED UGC00809
UGC00841 41 01:19:09 +33:01:51 X X X NED UGC00841
NGC0477 42 01:21:19 +40:29:18 X X X NED NGC0477
IC1683 43 01:22:38 +34:26:15 X X X NED IC1683
NGC0499 44 01:23:10 +33:27:37 X X X NED NGC0499
NGC0496 45 01:23:11 +33:31:46 X NED NGC0496
NGC0504 46 01:23:27 +33:12:17 X X X NED NGC0504
NGC0517 47 01:24:43 +33:25:47 X X X NED NGC0517
NGC0523 48 01:25:20 +34:01:31 X X NED NGC0523
UGC00987 49 01:25:30 +32:08:12 X X X NED UGC00987
NGC0528 50 01:25:33 +33:40:18 X X X NED NGC0528
NGC0529 51 01:25:39 +34:42:48 X X X NED NGC0529
NGC0551 52 01:27:40 +37:11:00 X X X NED NGC0551
UGC01057 53 01:28:52 +13:47:37 X X X NED UGC01057
NGC0570 54 01:28:58 -00:56:56 X X X NED NGC0570
UGC01062 55 01:28:59 -00:33:43 X X X NED UGC01062
2MASXJ01331766+1319567 56 01:33:17 +13:19:55 X NED 2MASXJ01331766+1319567
UGC01123 57 01:34:07 -01:01:56 X X X NED UGC01123
IC0159 58 01:46:24 -08:38:12 X NED IC0159
UGC01271 59 01:48:59 +13:12:39 X X X NED UGC01271
UGCA021 60 01:49:09 -10:03:40 X NED UGCA021
NGC0681 61 01:49:10 -10:25:35 X X X NED NGC0681
UGC01274 62 01:49:11 +12:51:11 X NED UGC01274
NGC0677 63 01:49:13 +13:03:19 X X NED NGC0677
NGC0693 64 01:50:30 +06:08:41 X X X NED NGC0693
NGC0716 65 01:52:59 +12:42:30 X X X NED NGC0716
UGC01368 66 01:54:12 +07:53:01 X X X NED UGC01368
NGC0731 67 01:54:55 -09:00:38 X X X NED NGC0731
NGC0741 68 01:56:20 +05:37:44 X X X NED NGC0741
NGC0755 69 01:56:22 -09:03:40 X X X NED NGC0755
IC1755 70 01:57:09 +14:32:59 X X X NED IC1755
NGC0768 71 01:58:40 +00:31:45 X X X NED NGC0768
NGC0774 72 01:59:34 +14:00:29 X X X NED NGC0774
NGC0776 73 01:59:54 +23:38:39 X X X NED NGC0776
NGC0781 74 02:00:08 +12:39:21 X NED NGC0781
NGC0787 75 02:00:48 -09:00:09 X NED NGC0787
NGC0810 76 02:05:28 +13:15:05 X X X NED NGC0810
NGC0825 77 02:08:31 +06:19:25 X X X NED NGC0825
NGC0833 78 02:09:20 -10:07:58 X X X NED NGC0833
NGC0842 80 02:09:50 -07:45:44 X X X NED NGC0842
UGC01659 81 02:09:56 +16:01:58 X X X NED UGC01659
KUG0210-078 82 02:13:15 -07:39:42 X NED KUG0210-078
UGC01749 83 02:16:13 +18:18:41 X X X NED UGC01749
NGC0873 84 02:16:31 -11:20:53 X X X NED NGC0873
NGC0924 85 02:26:46 +20:29:51 X NED NGC0924
UGC01918 86 02:27:31 +25:40:08 X X X NED UGC01918
NGC0932 87 02:27:54 +20:19:56 X X X NED NGC0932
UGC01938 88 02:28:21 +23:12:53 X X X NED UGC01938
NGC0941 89 02:28:27 -01:09:05 X X X NED NGC0941
NGC0938 90 02:28:33 +20:17:01 X X X NED NGC0938
NGC0955 91 02:30:32 -01:06:30 X X X NED NGC0955
NGC0962 92 02:32:39 +28:04:13 X X X NED NGC0962
UGC02018 93 02:32:39 +00:15:36 X X X NED UGC02018
NGC0976 94 02:33:59 +20:58:36 X X X NED NGC0976
NGC0991 95 02:35:32 -07:09:16 X X X NED NGC0991
UGC02099 96 02:37:12 +21:34:03 X X X NED UGC02099
UGC02134 97 02:38:51 +27:50:51 X X X NED UGC02134
NGC1026 98 02:39:18 +06:32:38 X X X NED NGC1026
NGC1041 99 02:40:24 -05:26:24 X X X NED NGC1041
NGC1056 100 02:42:47 +28:34:28 X X X NED NGC1056
NGC1060 101 02:43:14 +32:25:31 X X X NED NGC1060
NGC1070 102 02:43:21 +04:58:05 X X X NED NGC1070
UGC02222 103 02:45:09 +32:59:24 X X X NED UGC02222
UGC02229 104 02:45:27 +00:54:51 X X X NED UGC02229
UGC02239 105 02:46:35 +32:26:59 X X X NED UGC02239
MCG-01-08-008 106 02:47:06 -02:58:20 X NED MCG-01-08-008
NGC1094 107 02:47:27 -00:17:06 X X X NED NGC1094
NGC1093 108 02:48:15 +34:25:12 X NED NGC1093
UGC02311 109 02:49:27 -00:52:22 X X X NED UGC02311
UGC02319 110 02:49:53 -01:00:13 X X X NED UGC02319
MCG-02-08-014 111 02:52:22 -08:30:37 X NED MCG-02-08-014
NGC1132 112 02:52:51 -01:16:27 X NED NGC1132
UGC02367 113 02:53:40 +06:15:56 X NED UGC02367
NGC1142 114 02:55:11 -00:11:00 X X X NED NGC1142
UGC02403 115 02:55:56 +00:41:33 X NED UGC02403
UGC02405 116 02:55:57 +06:29:41 X NED UGC02405
UGC02443 117 02:58:21 -02:02:29 X X X NED UGC02443
UGC02465 118 03:00:36 +35:10:10 X NED UGC02465
NGC1167 119 03:01:41 +35:12:21 X X X NED NGC1167
NGC1194 120 03:03:48 -01:06:13 X NED NGC1194
NGC1211 121 03:06:51 -00:47:40 X NED NGC1211
MCG-01-09-006 122 03:08:47 -07:02:26 X X X NED MCG-01-09-006
IC0307 123 03:13:44 -00:14:29 X X X NED IC0307
UGC02628 124 03:16:31 -00:28:05 X X X NED UGC02628
UGC02690 125 03:20:42 -01:06:31 X X X NED UGC02690
NGC1324 126 03:25:01 -05:44:44 X X X NED NGC1324
NGC1349 127 03:31:27 +04:22:51 X X X NED NGC1349
NGC1361 128 03:34:17 -06:15:54 X X X NED NGC1361
MCG-01-10-015 129 03:38:38 -05:20:50 X X X NED MCG-01-10-015
MCG-01-10-019 130 03:40:42 -06:24:54 X X X NED MCG-01-10-019
NGC1542 131 04:17:13 +04:46:54 X X X NED NGC1542
UGC03038 132 04:25:00 +07:10:15 X NED UGC03038
UGC03107 133 04:37:21 +09:32:40 X NED UGC03107
NGC1645 134 04:44:05 -05:27:56 X X X NED NGC1645
UGC03151 135 04:45:19 +11:04:04 X X X NED UGC03151
NGC1656 136 04:45:52 -05:08:11 X X X NED NGC1656
NGC1659 137 04:46:29 -04:47:19 X X X NED NGC1659
NGC1665 138 04:48:16 -05:25:38 X X X NED NGC1665
NGC1666 139 04:48:32 -06:34:11 X X X NED NGC1666
NGC1667 140 04:48:36 -06:19:11 X X X NED NGC1667
IC2095 141 04:48:45 -05:07:28 X X X NED IC2095
IC2098 142 04:50:43 -05:25:05 X X X NED IC2098
NGC1677 143 04:50:51 -04:53:33 X X X NED NGC1677
IC2101 144 04:51:41 -06:13:53 X X X NED IC2101
ARP180 145 04:53:24 -04:47:32 X NED ARP180
UGC03253 146 05:19:41 +84:03:10 X X NED UGC03253
NGC2253 147 06:43:41 +65:12:24 X NED NGC2253
UGC03539 148 06:48:53 +66:15:43 X NED UGC03539
NGC2347 149 07:16:03 +64:42:42 X X X NED NGC2347
UGC03899 150 07:32:37 +35:36:52 X X NED UGC03899
NGC2410 151 07:35:01 +32:49:19 X X NED NGC2410
UGC03944 152 07:38:36 +37:38:00 X X X NED UGC03944
UGC03969 153 07:41:13 +27:36:50 X X X NED UGC03969
UGC03973 154 07:42:32 +49:48:34 X NED UGC03973
UGC03995 155 07:44:08 +29:14:50 X X X NED UGC03995
NGC2449 156 07:47:19 +26:55:48 X X X NED NGC2449
UGC04029 157 07:48:18 +34:19:55 X X X NED UGC04029
UGC04054 158 07:50:55 +23:53:45 X X NED UGC04054
IC0480 159 07:55:22 +26:44:27 X X X NED IC0480
NGC2476 160 07:56:44 +39:55:40 X NED NGC2476
NGC2480 161 07:57:09 +23:46:47 X X X NED NGC2480
NGC2481 162 07:57:13 +23:46:04 X X X NED NGC2481
NGC2486 163 07:57:55 +25:09:39 X NED NGC2486
NGC2487 164 07:58:19 +25:08:57 X X X NED NGC2487
UGC04132 165 07:59:12 +32:54:52 X X X NED UGC04132
UGC04140 166 07:59:21 +18:06:37 X X X NED UGC04140
UGC04145 167 07:59:39 +15:23:12 X X X NED UGC04145
UGC04136 168 07:59:54 +47:24:47 X X X NED UGC04136
IC0485 169 08:00:19 +26:42:05 X X X NED IC0485
NGC2507 170 08:01:36 +15:42:35 X X X NED NGC2507
NGC2513 171 08:02:24 +09:24:48 X X X NED NGC2513
UGC04176 172 08:02:42 +40:40:42 X X X NED UGC04176
UGC04190 173 08:02:57 +16:17:57 X X X NED UGC04190
UGC04197 174 08:03:24 +10:03:01 X X X NED UGC04197
UGC04210 175 08:05:04 +25:03:45 X X X NED UGC04210
UGC04195 176 08:05:06 +66:46:59 X NED UGC04195
NGC2522 177 08:06:12 +17:42:23 X X X NED NGC2522
UGC04233 178 08:07:16 +08:52:08 X NED UGC04233
NGC2530 179 08:07:55 +17:49:06 X X X NED NGC2530
UGC04240 180 08:08:05 +14:50:15 X X NED UGC04240
UGC04245 181 08:08:45 +18:11:39 X X X NED UGC04245
UGC04258 182 08:10:47 +46:54:44 X X X NED UGC04258
NGC2540 183 08:12:46 +26:21:42 X X X NED NGC2540
NGC2543 184 08:12:57 +36:15:16 X NED NGC2543
UGC04280 185 08:14:32 +54:47:58 X X X NED UGC04280
IC2247 186 08:15:58 +23:11:58 X X X NED IC2247
UGC04308 187 08:17:25 +21:41:07 X NED UGC04308
NGC2553 188 08:17:34 +20:54:11 X X X NED NGC2553
NGC2554 189 08:17:53 +23:28:19 X X X NED NGC2554
UGC04262 190 08:19:03 +83:15:59 X X NED UGC04262
NGC2558 191 08:19:12 +20:30:38 X NED NGC2558
NGC2565 192 08:19:47 +22:01:53 X X NED NGC2565
NGC2572 194 08:21:24 +19:08:51 X NED NGC2572
NGC2577 195 08:22:42 +22:33:11 X X X NED NGC2577
UGC04375 196 08:23:10 +22:39:52 X X NED UGC04375
IC2341 197 08:23:41 +21:26:05 X X X NED IC2341
IC2361 199 08:25:43 +27:52:28 X NED IC2361
NGC2592 201 08:27:07 +25:58:13 X X X NED NGC2592
NGC2596 203 08:27:26 +17:17:02 X X X NED NGC2596
NGC2595 204 08:27:41 +21:28:44 X X X NED NGC2595
UGC04425 205 08:28:13 +28:03:26 X X X NED UGC04425
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IC4215 615 13:16:16 +25:24:18 X NED IC4215
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IC0944 663 13:51:30 +14:05:31 X X X NED IC0944
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IC0995 725 14:16:30 +57:48:36 X NED IC0995
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NGC5630 749 14:27:36 +41:15:28 X X X NED NGC5630
NGC5635 750 14:28:31 +27:24:32 X NED NGC5635
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NGC5730 766 14:39:51 +42:44:32 X NED NGC5730
NGC5731 767 14:40:08 +42:46:46 X NED NGC5731
NGC5732 768 14:40:38 +38:38:16 X X X NED NGC5732
UGC09476 769 14:41:31 +44:30:46 X X X NED UGC09476
NGC5739 770 14:42:28 +41:50:32 X NED NGC5739
NGC5735 771 14:42:32 +28:43:35 X NED NGC5735
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NGC5772 777 14:51:38 +40:35:56 X NED NGC5772
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UGC09598 779 14:55:08 +43:49:06 X X X NED UGC09598
NGC5797 780 14:56:23 +49:41:46 X X X NED NGC5797
IC1079 781 14:56:35 +09:22:10 X X X NED IC1079
UGC09629 782 14:57:10 +52:20:45 X X X NED UGC09629
UGC09665 783 15:01:31 +48:19:11 X X X NED UGC09665
NGC5829 784 15:02:41 +23:20:00 X NED NGC5829
UGC09711 785 15:06:36 +09:26:18 X NED UGC09711
IC4534 786 15:06:41 +23:38:30 X NED IC4534
NGC5876 787 15:09:31 +54:30:23 X X X NED NGC5876
UGC09759 788 15:10:40 +55:20:57 X X X NED UGC09759
NGC5888 789 15:13:06 +41:15:52 X X X NED NGC5888
UGC09777 790 15:14:14 +20:28:42 X X X NED UGC09777
NGC5908 791 15:16:42 +55:24:33 X X X NED NGC5908
UGC09842 792 15:25:05 +37:57:36 X NED UGC09842
UGC09849 793 15:25:15 +53:24:25 X NED UGC09849
NGC5928 794 15:26:02 +18:04:24 X X X NED NGC5928
NGC5930 795 15:26:07 +41:40:33 X X X NED NGC5930
NGC5934 796 15:28:12 +42:55:47 X X NED NGC5934
UGC09873 797 15:29:50 +42:37:44 X X X NED UGC09873
UGC09892 798 15:32:51 +41:11:29 X X X NED UGC09892
NGC5951 799 15:33:42 +15:00:26 X X X NED NGC5951
UGC09901 800 15:34:26 +12:16:13 X NED UGC09901
NGC5953 801 15:34:31 +15:11:37 X X X NED NGC5953
ARP220 802 15:34:56 +23:30:12 X X X NED ARP220
NGC5957 803 15:35:22 +12:02:51 X X X NED NGC5957
NGC5971 804 15:35:36 +56:27:42 X X X NED NGC5971
UGC09919 805 15:35:39 +12:36:23 X X X NED UGC09919
NGC5966 806 15:35:51 +39:46:08 X X X NED NGC5966
IC4566 807 15:36:41 +43:32:21 X X X NED IC4566
UGC09937 808 15:37:22 +20:32:59 X X X NED UGC09937
NGC5987 809 15:39:56 +58:04:46 X X X NED NGC5987
NGC5980 810 15:41:30 +15:47:15 X X X NED NGC5980
UGC10043 811 15:48:41 +21:52:11 X X X NED UGC10043
UGC10042 812 15:48:56 +07:13:19 X NED UGC10042
NGC6004 813 15:50:22 +18:56:21 X X X NED NGC6004
UGC10097 814 15:55:42 +47:52:02 X X X NED UGC10097
NGC6020 815 15:57:07 +22:24:16 X X X NED NGC6020
NGC6021 816 15:57:30 +15:57:21 X X X NED NGC6021
IC1151 817 15:58:31 +17:26:29 X X X NED IC1151
UGC10123 818 15:59:02 +51:18:16 X X X NED UGC10123
NGC6027 819 15:59:12 +20:45:47 X X X NED NGC6027
NGC6032 820 16:03:00 +20:57:21 X X X NED NGC6032
NGC6060 821 16:05:51 +21:29:05 X X X NED NGC6060
UGC10205 822 16:06:39 +30:05:56 X X X NED UGC10205
NGC6063 823 16:07:12 +07:58:44 X X X NED NGC6063
IC1199 824 16:10:33 +10:02:25 X X X NED IC1199
UGC10257 825 16:11:06 +38:15:04 X X NED UGC10257
NGC6081 826 16:12:56 +09:52:01 X X X NED NGC6081
UGC10297 827 16:15:28 +18:54:18 X X X NED UGC10297
UGC10331 828 16:17:20 +59:19:12 X X X NED UGC10331
NGC6125 829 16:19:11 +57:59:02 X X X NED NGC6125
UGC10337 830 16:19:28 +07:16:43 X X X NED UGC10337
NGC6132 831 16:23:38 +11:47:10 X X X NED NGC6132
NGC6146 832 16:25:09 +40:53:34 X X X NED NGC6146
NGC6154 833 16:25:30 +49:50:25 X X X NED NGC6154
UGC10380 834 16:25:49 +16:34:33 X X X NED UGC10380
NGC6150 835 16:25:49 +40:29:19 X X X NED NGC6150
NGC6155 836 16:26:07 +48:22:00 X X X NED NGC6155
UGC10384 837 16:26:46 +11:34:49 X X X NED UGC10384
UGC10388 838 16:27:02 +16:22:55 X X X NED UGC10388
NGC6166NED01 839 16:28:38 +39:33:10 X NED NGC6166NED01
NGC6173 840 16:29:44 +40:48:41 X X X NED NGC6173
NGC6168 841 16:31:20 +20:11:05 X X X NED NGC6168
NGC6186 842 16:34:24 +21:32:27 X X X NED NGC6186
UGC10650 843 17:00:14 +23:06:25 X X NED UGC10650
NGC6278 844 17:00:49 +23:00:39 X X X NED NGC6278
UGC10693 845 17:04:52 +41:51:55 X X X NED UGC10693
UGC10695 846 17:05:05 +43:02:35 X X X NED UGC10695
UGC10710 847 17:06:52 +43:07:19 X X X NED UGC10710
NGC6310 848 17:07:56 +60:59:24 X X X NED NGC6310
NGC6301 849 17:08:32 +42:20:20 X X X NED NGC6301
NGC6314 850 17:12:38 +23:16:11 X X X NED NGC6314
NGC6338 851 17:15:22 +57:24:40 X X NED NGC6338
UGC10796 852 17:16:47 +61:55:12 X X X NED UGC10796
NGC6361 853 17:18:40 +60:36:29 X NED NGC6361
UGC10811 854 17:18:43 +58:08:06 X X X NED UGC10811
UGC10799 855 17:18:53 +29:51:21 X X X NED UGC10799
IC1256 856 17:23:46 +26:29:11 X X X NED IC1256
NGC6394 857 17:30:20 +59:38:23 X X X NED NGC6394
UGC10905 858 17:34:06 +25:20:37 X X X NED UGC10905
NGC6411 859 17:35:32 +60:48:48 X X X NED NGC6411
NGC6427 860 17:43:38 +25:29:37 X X X NED NGC6427
UGC10972 861 17:46:21 +26:32:37 X X X NED UGC10972
NGC6478 862 17:48:37 +51:09:26 X X X NED NGC6478
NGC6497 863 17:51:17 +59:28:14 X X X NED NGC6497
NGC6515 864 17:57:24 +50:43:41 X X X NED NGC6515
UGC11228 865 18:24:45 +41:29:34 X X X NED UGC11228
UGC11262 866 18:30:35 +42:41:34 X X X NED UGC11262
NGC6762 867 19:05:36 +63:56:03 X X X NED NGC6762
MCG-02-51-004 868 20:15:39 -13:37:19 X X X NED MCG-02-51-004
NGC6941 869 20:36:23 -04:37:07 X X X NED NGC6941
NGC6945 870 20:39:00 -04:58:21 X X X NED NGC6945
NGC6978 871 20:52:35 -05:42:40 X NED NGC6978
UGC11649 872 20:55:27 -01:13:30 X X X NED UGC11649
UGC11680NED01 873 21:07:40 +03:52:17 X NED UGC11680NED01
NGC7025 874 21:07:46 +16:20:09 X X X NED NGC7025
UGC11694 875 21:11:51 +11:16:33 X X X NED UGC11694
NGC7047 876 21:16:27 -00:49:35 X X X NED NGC7047
UGC11717 877 21:18:35 +19:43:08 X X X NED UGC11717
MCG-01-54-016 878 21:25:59 -03:48:32 X X X NED MCG-01-54-016
UGC11740 879 21:26:13 +09:47:52 X X NED UGC11740
UGC11792 880 21:42:12 +05:36:55 X X X NED UGC11792
NGC7194 881 22:03:30 +12:38:12 X X X NED NGC7194
NGC7236 882 22:14:44 +13:50:47 X NED NGC7236
UGC11958 883 22:14:46 +13:50:27 X X X NED UGC11958
UGC11982 884 22:18:52 -01:03:31 X X X NED UGC11982
UGC12054 885 22:29:31 +07:43:34 X X X NED UGC12054
NGC7311 886 22:34:06 +05:34:13 X X X NED NGC7311
NGC7321 887 22:36:27 +21:37:18 X X X NED NGC7321
UGC12127 888 22:38:29 +35:19:47 X X NED UGC12127
NGC7364 889 22:44:24 -00:09:43 X X X NED NGC7364
UGC12185 890 22:47:24 +31:22:25 X X X NED UGC12185
UGC12224 891 22:52:37 +06:05:37 X X X NED UGC12224
VV488NED02 892 22:56:50 -08:58:02 X X X NED VV488NED02
NGC7436B 893 22:57:57 +26:09:00 X X X NED NGC7436B
UGC12274 894 22:58:19 +26:03:43 X X X NED UGC12274
UGC12308 895 23:01:18 +14:20:22 X X NED UGC12308
NGC7466 896 23:02:02 +27:03:09 X X X NED NGC7466
UGC12348 897 23:05:18 +00:11:22 X X X NED UGC12348
NGC7489 898 23:07:32 +22:59:53 X X X NED NGC7489
NGC7536 899 23:14:12 +13:25:35 X NED NGC7536
NGC7550 900 23:15:15 +18:57:41 X NED NGC7550
NGC7549 901 23:15:16 +19:02:30 X X X NED NGC7549
NGC7563 902 23:15:55 +13:11:45 X X X NED NGC7563
NGC7562 903 23:15:57 +06:41:15 X X X NED NGC7562
NGC7591 904 23:18:15 +06:35:09 X X X NED NGC7591
UGC12494 905 23:18:52 +06:52:36 X X X NED UGC12494
IC5309 906 23:19:11 +08:06:34 X X X NED IC5309
NGC7608 907 23:19:14 +08:21:00 X X X NED NGC7608
NGC7611 908 23:19:36 +08:03:47 X NED NGC7611
UGC12519 909 23:20:02 +15:57:10 X X X NED UGC12519
UGC12518 910 23:20:12 +07:55:55 X X X NED UGC12518
NGC7619 911 23:20:14 +08:12:22 X X X NED NGC7619
NGC7623 912 23:20:29 +08:23:44 X X X NED NGC7623
NGC7625 913 23:20:29 +17:13:32 X X X NED NGC7625
NGC7631 914 23:21:26 +08:13:03 X X X NED NGC7631
NGC7653 915 23:24:48 +15:16:32 X X X NED NGC7653
NGC7671 916 23:27:18 +12:28:03 X X X NED NGC7671
NGC7683 917 23:29:03 +11:26:43 X X X NED NGC7683
UGC12633 918 23:30:13 +15:45:39 X X X NED UGC12633
NGC7684 919 23:30:31 +00:04:51 X X X NED NGC7684
NGC7691 920 23:32:24 +15:50:52 X X NED NGC7691
UGC12653 921 23:32:29 +14:49:00 X NED UGC12653
UGC12688 922 23:35:25 +07:19:19 X X X NED UGC12688
NGC7711 923 23:35:38 +15:18:07 X X X NED NGC7711
NGC7716 924 23:36:30 +00:17:50 X X X NED NGC7716
NGC7722 925 23:38:40 +15:57:16 X X X NED NGC7722
UGC12723 926 23:39:23 +10:51:00 X X X NED UGC12723
NGC7738 927 23:44:01 +00:30:59 X X X NED NGC7738
UGC12810 929 23:51:05 +01:03:24 X X X NED UGC12810
UGC12816 930 23:51:50 +03:04:58 X X X NED UGC12816
NGC7782 931 23:53:53 +07:58:14 X NED NGC7782
NGC7783NED01 932 23:54:09 +00:22:58 X X X NED NGC7783NED01
NGC7787 933 23:56:07 +00:32:58 X X X NED NGC7787
UGC12857 934 23:56:47 +01:21:19 X X X NED UGC12857
UGC12864 935 23:57:23 +30:59:30 X X X NED UGC12864
MCG-01-01-012 936 23:59:10 -04:11:29 X X X NED MCG-01-01-012
NGC7800 937 23:59:36 +14:48:25 X X X NED NGC7800
NGC0014 1000 00:08:45 +15:48:56 X X NED NGC0014
MCG-02-06-016 1002 02:00:54 -08:50:27 X NED MCG-02-06-016
BKD2008WR346 1003 02:26:27 +01:09:38 X NED BKD2008WR346
UGC04455 1005 08:31:32 -01:11:52 X X NED UGC04455
Mrk1418 1007 09:40:26 +48:20:15 X X X NED Mrk1418
UGC05187 1009 09:43:05 +41:05:34 X X X NED UGC05187
UGC05326 1010 09:55:24 +33:15:46 X X X NED UGC05326
UGC05377 1011 10:00:31 +03:12:18 X X NED UGC05377
NGC3353 1013 10:45:21 +55:57:37 X X X NED NGC3353
IC2604 1015 10:49:24 +32:46:21 X X X NED IC2604
UGC05976 1016 10:52:02 +55:36:04 X X X NED UGC05976
UGC06035 1017 10:55:27 +17:08:36 X NED UGC06035
UGC06181 1018 11:07:45 +19:33:00 X NED UGC06181
UGC06249 1020 11:13:20 +59:54:29 X NED UGC06249
NGC3600 1022 11:15:51 +41:35:27 X X X NED NGC3600
UGC06320 1024 11:18:16 +18:50:49 X X X NED UGC06320
SN2002ji 1025 11:22:54 +16:35:23 X NED SN2002ji
MCG+10-17-007 1027 11:30:16 +58:08:02 X NED MCG+10-17-007
NGC3773 1028 11:38:12 +12:06:44 X NED NGC3773
UGC06616 1030 11:39:20 +58:16:06 X NED UGC06616
NGC3913 1032 11:50:38 +55:21:14 X NED NGC3913
UGC6930 1034 11:57:16 +49:17:00 X NED UGC6930
NGC3990 1035 11:57:35 +55:27:31 X NED NGC3990
UGC07129 1039 12:08:54 +41:44:26 X NED UGC07129
IC3065 1041 12:15:12 +14:25:58 X NED IC3065
IC3586 1065 12:36:54 +12:31:12 X NED IC3586
IC3652 1066 12:40:58 +11:11:04 X NED IC3652
NGC4630 1067 12:42:30 +03:57:37 X NED NGC4630
MCG-01-33-007 1069 12:47:37 -05:52:02 X NED MCG-01-33-007
UGC8688 1075 13:43:30 +43:27:44 X X X NED UGC8688
UGC8909 1076 13:58:37 +60:47:48 X X X NED UGC8909
UGC9562 1079 14:51:13 +35:32:32 X X X NED UGC9562
UGC9663 1080 15:01:13 +52:35:47 X X X NED UGC9663
UGC9661 1081 15:02:03 +01:50:28 X NED UGC9661
UGC00312NED01 2014 00:31:18 +08:28:30 X X X NED UGC00312NED01
UGC355NED01 2017 00:33:54 +07:16:44 X NED UGC355NED01
NGC0495 2044 01:22:55 +33:28:18 X X NED NGC0495
CGCG536-030 2052 01:21:08 +40:28:14 X X X NED CGCG536-030
NGC0675 2063 01:49:08 +13:03:35 X X NED NGC0675
IC0208 2077 02:08:27 +06:23:42 X NED IC0208
NGC0835 2078 02:09:24 -10:08:09 X NED NGC0835
KUG1349+143 2663 13:51:32 +14:06:39 X X X NED KUG1349+143
NGC5481 2707 14:06:40 +50:43:23 X X X NED NGC5481
CGCG163-062 2752 14:29:11 +30:04:38 X X X NED CGCG163-062
NGC5794 2780 14:55:53 +49:43:33 X X X NED NGC5794
IC1078 2781 14:56:28 +09:21:16 X X X NED IC1078
UGC09708 2785 15:06:31 +09:26:58 X NED UGC09708
NGC5929 2795 15:26:05 +41:40:14 X X X NED NGC5929
NGC5935 2796 15:28:16 +42:56:38 X NED NGC5935
NGC5954 2801 15:34:34 +15:12:00 X X X NED NGC5954
NGC6150B 2835 16:25:43 +40:28:31 X X X NED NGC6150B
VIIZw700 2851 17:15:22 +57:25:58 X X X NED VIIZw700
NGC6977 2871 20:52:29 -05:44:45 X X X NED NGC6977
UGC11680NED02 2873 21:07:45 +03:52:40 X X X NED UGC11680NED02
NGC7559B 2902 23:15:46 +13:17:24 X X X NED NGC7559B
NGC0507 2940 01:23:39 +33:15:23 X NED NGC0507
NGC0508 2941 01:23:39 +33:16:51 X NED NGC0508
NGC0515 2942 01:24:37 +33:28:23 X NED NGC0515
ARP118 2943 02:55:10 -00:10:48 X NED ARP118
NGC6023 2944 15:57:49 +16:18:36 X NED NGC6023
NGC6090 2945 16:11:40 +52:27:27 X X X NED NGC6090
UGC12494NOTES01 2998 23:18:51 +06:53:44 X NED UGC12494NOTES01
NGC4676B 2999 12:46:10 +30:43:22 X X X NED NGC4676B
MCG-02-02-086 3001 00:41:50 -09:18:11 X NED MCG-02-02-086
IC1602 3003 00:55:51 -09:59:08 X NED IC1602
NGC0548 3004 01:26:02 -01:13:32 X X X NED NGC0548
NGC0647 3005 01:39:55 -09:14:32 X NED NGC0647
SDSSJ015424 3006 01:54:23 +13:32:27 X X X NED SDSSJ015424
IC0195 3007 02:03:44 +14:42:33 X NED IC0195
UGC03960 3008 07:40:22 +23:16:29 X X X NED UGC03960
LSBCF560-04 3009 07:46:18 +18:22:07 X NED LSBCF560-04
MCG+07-17-002 3010 07:55:43 +41:12:14 X NED MCG+07-17-002
NGC2484 3011 07:58:27 +37:47:12 X NED NGC2484
UGC04241 3012 08:09:23 +57:45:47 X NED UGC04241
UGC4256 3013 08:10:14 +33:57:24 X NED UGC4256
IC2378 3015 08:28:31 +30:25:53 X NED IC2378
UGC4458 3016 08:32:10 +22:33:38 X NED UGC4458
IC2402 3017 08:47:58 +31:47:08 X NED IC2402
NGC2691 3018 08:54:45 +39:32:19 X X X NED NGC2691
UGC04730 3019 09:01:57 +60:09:06 X X X NED UGC04730
2MASXJ09065870 3020 09:06:58 +20:47:11 X NED 2MASXJ09065870
NGC2780 3021 09:12:43 +34:55:32 X X X NED NGC2780
NGC3220 3022 10:23:44 +57:01:36 X X X NED NGC3220
MCG+09-18-064 3023 10:59:45 +53:48:12 X NED MCG+09-18-064
UGC06517 3025 11:32:01 +36:41:52 X X NED UGC06517
CGCG242-073 3026 11:40:46 +46:32:25 X NED CGCG242-073
NGC3896 3027 11:48:55 +48:40:29 X X X NED NGC3896
IC3631 3028 12:39:47 +12:58:26 X X X NED IC3631
NGC5145 3029 13:25:13 +43:16:02 X NED NGC5145
NGC5358 3030 13:54:00 +40:16:38 X X NED NGC5358
UGC09056 3031 14:09:20 +49:02:22 X NED UGC09056
UGC09356 3032 14:32:53 +11:35:42 X NED UGC09356
UGC09868 3033 15:29:14 +52:51:50 X NED UGC09868
NGC5950 3034 15:31:30 +40:25:47 X X X NED NGC5950
UGC10117 3035 15:59:23 +21:36:12 X X NED UGC10117
CGCG251-041 3037 16:43:08 +45:50:44 X X NED CGCG251-041
UGC10803 3038 17:16:04 +73:26:10 X X X NED UGC10803
MCG-01-52-012 3039 20:37:49 -06:05:27 X X NED MCG-01-52-012
CGCG429-012 3040 22:36:49 +14:23:12 X X NED CGCG429-012
UGC9837 4027 15:23:51 +58:03:10 X X X NED UGC9837
UGC12250 4031 22:55:35 +12:47:25 X X X NED UGC12250
NGC5947 4034 15:30:36 +42:43:01 X X X NED NGC5947
NGC1590 5006 04:31:09 +07:37:51 X NED NGC1590
UGC03552 5007 06:49:50 +28:22:15 X NED UGC03552
NGC2526 5009 08:06:58 +08:00:14 X NED NGC2526
IC2481 5017 09:27:28 +03:55:46 X NED IC2481
UGC5392 5021 10:01:35 +21:36:27 X NED UGC5392
MCG+08-19-17 5024 10:18:57 +46:27:15 X NED MCG+08-19-17
NGC3323 5025 10:39:38 +25:19:22 X NED NGC3323
IC701 5031 11:31:00 +20:28:08 X NED IC701
PGC0213858 5033 11:34:36 +54:53:28 X NED PGC0213858
PGC0035860 5034 11:35:50 +34:16:55 X NED PGC0035860
NGC4384 5039 12:25:11 +54:30:22 X NED NGC4384
IC3918 5042 12:56:53 +22:22:24 X NED IC3918
MCG+09-22-53 5047 13:22:31 +54:49:05 X NED MCG+09-22-53
NGC6373 5063 17:24:07 +58:59:42 X NED NGC6373
CGCG263-044 7001 08:32:42 +52:26:32 X NED CGCG263-044
NGC0426 8000 01:12:48 -00:17:24 X NED NGC0426
NGC0472 9000 01:20:28 +32:42:32 X NED NGC0472
NGC1270 9001 03:18:57 +41:28:11 X NED NGC1270
NGC1271 9002 03:19:10 +41:21:11 X NED NGC1271
NGC1281 9004 03:20:05 +41:37:48 X NED NGC1281
NGC2767 9005 09:10:11 +50:24:04 X NED NGC2767
PGC11179 9007 02:57:33 +05:58:36 X NED PGC11179
PGC32873 9009 10:56:15 +42:19:59 X NED PGC32873
'''
In [70]:
califa = [l.split('\t')[0] for l in califa.split('\n')][1:-1]
In [71]:
len(califa)
Out[71]:
In [72]:
%%time
califa_set = []
for c in califa:
try:
result_table = Ned.query_object(c)
califa_set.append(result_table[0]['Object Name'])
except Exception:
print c
Проверка:
In [73]:
intersect = set(califa_set).intersection(carma_set)
In [74]:
len(intersect), len(carma_set)
Out[74]:
Это правильно, поскольку в CARMA EDGE используются данные CALIFA
In [75]:
intersect = set(califa_set).intersection(thing_set)
In [76]:
intersect
Out[76]:
In [ ]:
непонятно пока, как извлекать данные
In [ ]:
The DiskMass Survey: VI. Gas and stellar kinematics in spiral galaxies from PPak integral-field spectroscopy https://ui.adsabs.harvard.edu/#abs/2013A&A...557A.130M/abstract 30 galaxies
TODO: почему-то в сравнительной табличке в заметках указано 46 штук.
In [77]:
diskmass_card = {'Name' : 'DiskMass', r'$\Sigma_{s}$' : '+', r'$\sigma_{s}$' : '+'}
SurveyCard(diskmass_card)
Out[77]:
In [78]:
diskmass = ['448', '463', '1081' , '1087' , '1529' , '1635' , '1862' , '1908' , '3091' , '3140' , '3701' , '3997' , '4036' ,
'4107' , '4256' , '4368' , '4380' , '4458' , '4555' , '4622' , '6903' , '6918' , '7244' , '7917' , '8196' , '9177' , '9837' , '9965' , '11318', '12391']
In [79]:
diskmass = ['UGC' + d for d in diskmass]
In [80]:
len(diskmass)
Out[80]:
http://www-astro.physics.ox.ac.uk/atlas3d/ (похоже там ранние S0 И E типы галактик, и есть большая и малая выборки)
In [81]:
atlas3d_card = {'Name' : 'ATLAS3D', r'$\Sigma_{s}$' : '+', r'$\sigma_{s}$' : '+', r'$\Sigma_{\rm{H_2}}$' : '+', r'$\Sigma_{\rm{HI}}$' : '+', '$SFR$' : '?'}
SurveyCard(atlas3d_card)
Out[81]:
In [82]:
atlas3d = ['IC0560',
'IC0598',
'IC0676',
'IC0719',
'IC0782',
'IC1024',
'IC3631',
'NGC0448',
'NGC0474',
'NGC0502',
'NGC0509',
'NGC0516',
'NGC0524',
'NGC0525',
'NGC0661',
'NGC0680',
'NGC0770',
'NGC0821',
'NGC0936',
'NGC1023',
'NGC1121',
'NGC1222',
'NGC1248',
'NGC1266',
'NGC1289',
'NGC1665',
'NGC2481',
'NGC2549',
'NGC2577',
'NGC2592',
'NGC2594',
'NGC2679',
'NGC2685',
'NGC2695',
'NGC2698',
'NGC2699',
'NGC2764',
'NGC2768',
'NGC2778',
'NGC2824',
'NGC2852',
'NGC2859',
'NGC2880',
'NGC2950',
'NGC2962',
'NGC2974',
'NGC3032',
'NGC3073',
'NGC3098',
'NGC3156',
'NGC3182',
'NGC3193',
'NGC3226',
'NGC3230',
'NGC3245',
'NGC3248',
'NGC3301',
'NGC3377',
'NGC3379',
'NGC3384',
'NGC3400',
'NGC3412',
'NGC3414',
'NGC3457',
'NGC3458',
'NGC3489',
'NGC3499',
'NGC3522',
'NGC3530',
'NGC3595',
'NGC3599',
'NGC3605',
'NGC3607',
'NGC3608',
'NGC3610',
'NGC3613',
'NGC3619',
'NGC3626',
'NGC3630',
'NGC3640',
'NGC3641',
'NGC3648',
'NGC3658',
'NGC3665',
'NGC3674',
'NGC3694',
'NGC3757',
'NGC3796',
'NGC3838',
'NGC3941',
'NGC3945',
'NGC3998',
'NGC4026',
'NGC4036',
'NGC4078',
'NGC4111',
'NGC4119',
'NGC4143',
'NGC4150',
'NGC4168',
'NGC4179',
'NGC4191',
'NGC4203',
'NGC4215',
'NGC4233',
'NGC4249',
'NGC4251',
'NGC4255',
'NGC4259',
'NGC4261',
'NGC4262',
'NGC4264',
'NGC4267',
'NGC4268',
'NGC4270',
'NGC4278',
'NGC4281',
'NGC4283',
'NGC4324',
'NGC4339',
'NGC4340',
'NGC4342',
'NGC4346',
'NGC4350',
'NGC4365',
'NGC4371',
'NGC4374',
'NGC4377',
'NGC4379',
'NGC4382',
'NGC4387',
'NGC4406',
'NGC4417',
'NGC4425',
'NGC4429',
'NGC4434',
'NGC4435',
'NGC4442',
'NGC4452',
'NGC4458',
'NGC4459',
'NGC4461',
'NGC4472',
'NGC4473',
'NGC4474',
'NGC4476',
'NGC4477',
'NGC4478',
'NGC4483',
'NGC4486',
'NGC4486A',
'NGC4489',
'NGC4494',
'NGC4503',
'NGC4521',
'NGC4526',
'NGC4528',
'NGC4546',
'NGC4550',
'NGC4551',
'NGC4552',
'NGC4564',
'NGC4570',
'NGC4578',
'NGC4596',
'NGC4608',
'NGC4612',
'NGC4621',
'NGC4623',
'NGC4624',
'NGC4636',
'NGC4638',
'NGC4643',
'NGC4649',
'NGC4660',
'NGC4684',
'NGC4690',
'NGC4694',
'NGC4697',
'NGC4710',
'NGC4733',
'NGC4753',
'NGC4754',
'NGC4762',
'NGC4803',
'NGC5103',
'NGC5173',
'NGC5198',
'NGC5273',
'NGC5308',
'NGC5322',
'NGC5342',
'NGC5353',
'NGC5355',
'NGC5358',
'NGC5379',
'NGC5422',
'NGC5473',
'NGC5475',
'NGC5481',
'NGC5485',
'NGC5493',
'NGC5500',
'NGC5507',
'NGC5557',
'NGC5574',
'NGC5576',
'NGC5582',
'NGC5611',
'NGC5631',
'NGC5638',
'NGC5687',
'NGC5770',
'NGC5813',
'NGC5831',
'NGC5838',
'NGC5839',
'NGC5845',
'NGC5846',
'NGC5854',
'NGC5864',
'NGC5866',
'NGC5869',
'NGC6010',
'NGC6014',
'NGC6017',
'NGC6149',
'NGC6278',
'NGC6547',
'NGC6548',
'NGC6703',
'NGC6798',
'NGC7280',
'NGC7332',
'NGC7454',
'NGC7457',
'NGC7465',
'NGC7693',
'NGC7710',
'PGC016060',
'PGC028887',
'PGC029321',
'PGC035754',
'PGC042549',
'PGC044433',
'PGC050395',
'PGC051753',
'PGC054452',
'PGC056772',
'PGC058114',
'PGC061468',
'PGC071531',
'PGC170172',
'UGC03960',
'UGC04551',
'UGC05408',
'UGC06062',
'UGC06176',
'UGC08876',
'UGC09519']
In [83]:
%%time
atlas3d_set = []
for atlas in atlas3d:
try:
result_table = Ned.query_object(atlas)
atlas3d_set.append(result_table[0]['Object Name'])
except Exception:
print atlas
In [84]:
inters = set(atlas3d_set).intersection(carma_set)
inters
Out[84]:
In [85]:
inters = set(atlas3d_set).intersection(thing_set)
inters
Out[85]:
In [86]:
inters = set(atlas3d_set).intersection(califa_set)
inters
Out[86]:
К сожалению это все ETG, а там нет дисков (может и есть S0, но маловероятно).
https://arxiv.org/pdf/1708.00870.pdf - stellar velocity dispersions for 85 ETG (но не карты)
In [87]:
massive = '''NGC 0057 3.8787 17.3284 76.3 8.68 0.212 −25.75 326 13.2 27.0 1
NGC 0080 5.2952 22.3572 81.9 8.92 0.168 −25.66 260 15.7 32.2 14 B
NGC 0128 7.3128 2.8641 59.3 8.52 0.079 −25.35 215 10.5 18.0 1
NGC 0227 10.6534 −1.5288 75.9 9.09 0.084 −25.32 262 8.7 27.2 4 B
NGC 0315 14.4538 30.3524 70.3 7.96 0.177 −26.30 296 20.0 25.1 6 B
NGC 0383 16.8540 32.4126 71.3 8.48 0.194 −25.81 279 15.5 20.5 29 =4ZW038
NGC 0393 17.1540 39.6443 85.7 9.23 0.120 −25.44 233 11.0 1
NGC 0410 17.7453 33.1520 71.3 8.38 0.161 −25.90 298 16.8 31.6 29 B
NGC 0467 19.7922 3.3008 75.8 9.01 0.092 −25.40 247 14.5 21.5 1
PGC 004829 20.1287 50.1445 99.0 9.74 0.554 −25.30 7.3 1
NGC 0499 20.7978 33.4601 69.8 8.74 0.193 −25.50 266 11.6 15.6 35
NGC 0507 20.9164 33.2561 69.8 8.30 0.170 −25.93 295 23.0 38.4 35 B
NGC 0533 21.3808 1.7590 77.9 8.42 0.084 −26.05 279 21.9 40.7 3 B
NGC 0545a 21.4963 −1.3402 74.0 0.114 250 32 B A194
NGC 0547 21.5024 −1.3451 74.0 8.49 0.113 −25.83 262 25.1 19.7 32 A194
NGC 0665 26.2338 10.4230 74.6 8.88 0.242 −25.51 190 11.5 13.7 4 B
UGC 01332 28.0755 48.0878 99.2 9.48 0.557 −25.57 12.9 8 B
NGC 0708 28.1937 36.1518 69.0 8.57 0.247 −25.65 230 23.7 39 B A262
UGC 01389 28.8778 47.9550 99.2 9.63 0.519 −25.41 9.2 8
NGC 0741 29.0874 5.6289 73.9 8.30 0.144 −26.06 291 19.5 26.9 5 B
NGC 0777 30.0622 31.4294 72.2 8.37 0.128 −25.94 318 14.6 18.6 7 B
NGC 0890 35.5042 33.2661 55.6 8.25 0.212 −25.50 212 16.7 1
NGC 0910 36.3616 41.8243 79.8 9.20 0.157 −25.33 249 13.6 29 A347
NGC 0997 39.3103 7.3056 90.4 9.42 0.380 −25.40 9.6 23.5 3 B
NGC 1016 39.5815 2.1193 95.2 8.58 0.085 −26.33 302 18.1 26.8 8 B
NGC 1060 40.8127 32.4250 67.4 8.20 0.532 −26.00 303 16.8 36.9 12 B
NGC 1066 40.9579 32.4749 67.4 8.89 0.563 −25.31 17.5 26.6 12
NGC 1132 43.2159 −1.2747 97.6 9.26 0.176 −25.70 246 16.1 30.9 3 B
NGC 1129 43.6141 41.5796 73.9 8.24 0.309 −26.14 330 26.4 30.2 33 B
NGC 1167 45.4265 35.2056 70.2 8.64 0.496 −25.64 204 20.7 29.7 3 B
NGC 1226 47.7723 35.3868 85.7 9.21 0.526 −25.51 271 12.5 3 B
IC 0310 49.1792 41.3248 77.5 9.15 0.445 −25.35 230 239 11.8 15.3 117 Perseus/A426
NGC 1272 49.8387 41.4906 77.5 8.69 0.441 −25.80 292 20.7 31.5 117 Perseus/A426
UGC 02783 53.5766 39.3568 85.8 9.27 0.447 −25.44 299 8.4 9.0 4 B
NGC 1453 56.6136 −3.9688 56.4 8.12 0.289 −25.67 328 16.0 12 B
NGC 1497 60.5283 23.1329 87.8 9.48 0.602 −25.31 249 10.3 1
NGC 1600 67.9161 −5.0861 63.8 8.04 0.118 −25.99 334 20.8 16 B
NGC 1573 68.7666 73.2624 65.0 8.56 0.377 −25.55 303 13.9 15 B
NGC 1684 73.1298 −3.1061 63.5 8.69 0.159 −25.34 306 15.8 11 B
NGC 1700 74.2347 −4.8658 54.4 8.09 0.119 −25.60 239 13.4 4 B
NGC 2208 95.6444 51.9095 84.1 9.04 0.408 −25.63 225 14.2 1
NGC 2256 101.8082 74.2365 79.4 8.67 0.359 −25.87 221 20.9 10 B
NGC 2274 101.8224 33.5672 73.8 8.68 0.286 −25.69 295 15.0 6 B
NGC 2258 101.9425 74.4818 59.0 8.23 0.351 −25.66 287 18.6 3 B
NGC 2320 106.4251 50.5811 89.4 8.85 0.189 −25.93 315 10.6 18 B
UGC 03683 107.0582 46.1159 85.1 9.16 0.253 −25.52 291 11.2 4 B
NGC 2332 107.3924 50.1823 89.4 9.40 0.241 −25.39 232 8.9 18
NGC 2340 107.7950 50.1747 89.4 8.88 0.203 −25.90 246 19.7 18
UGC 03894 113.2695 65.0791 97.2 9.37 0.175 −25.58 304 12.2 17.8 4 B
NGC 2418 114.1563 17.8839 74.1 8.95 0.102 −25.42 247 11.7 16.2 1
NGC 2456 118.5444 55.4953 107.3 9.83 0.106 −25.33 214 10.9 1
NGC 2492 119.8738 27.0264 97.8 9.60 0.109 −25.36 243 273 8.7 12.6 3 B
NGC 2513 120.6028 9.4136 70.8 8.74 0.063 −25.52 274 13.9 24.0 4 B
NGC 2672 132.3412 19.0750 61.5 8.35 0.058 −25.60 268 16.9 14.3 3 B
NGC 2693 134.2469 51.3474 74.4 8.60 0.054 −25.76 349 13.7 15.4 1
NGC 2783 138.4145 29.9929 101.4 9.32 0.082 −25.72 301 254 11.8 38.2 3 B
NGC 2832 139.9453 33.7498 105.2 8.70 0.047 −26.42 332 18.2 21.2 4 B A779
NGC 2892 143.2205 67.6174 101.1 9.35 0.233 −25.70 304 12.5 23.3 1
NGC 2918 143.9334 31.7054 102.3 9.57 0.053 −25.49 258 223 8.8 18.9 1
NGC 3158 153.4605 38.7649 103.4 8.80 0.036 −26.28 343 300 14.2 16.1 6 B
NGC 3209 155.1601 25.5050 94.6 9.34 0.060 −25.55 303 9.0 29.4 3 B
NGC 3332 160.1182 9.1825 89.1 9.37 0.087 −25.38 221 220 12.5 23.7 1
NGC 3343 161.5432 73.3531 93.8 9.57 0.331 −25.33 10.6 1
NGC 3462 163.8378 7.6967 99.2 9.37 0.081 −25.62 218 10.1 20.1 1
NGC 3562 168.2445 72.8793 101.0 9.38 0.111 −25.65 264 8.6 3 B
NGC 3615 169.5277 23.3973 101.2 9.45 0.049 −25.58 259 271 8.2 20.2 3 B
NGC 3805 175.1736 20.3430 99.4 9.30 0.064 −25.69 293 295 8.3 16.5 42
NGC 3816 175.4502 20.1036 99.4 9.60 0.052 −25.40 207 10.7 32.9 42
NGC 3842 176.0090 19.9498 99.4 9.08 0.059 −25.91 315 291 14.1 24.2 42 B A1367
NGC 3862 176.2708 19.6063 99.4 9.49 0.064 −25.50 271 260 11.1 40.0 42
NGC 3937 178.1776 20.6313 101.2 9.42 0.117 −25.62 309 289 10.7 34.7 10 B
NGC 4055 181.0059 20.2323 107.2 9.76 0.095 −25.40 270 8.1 17.5 18 =NGC 4061
NGC 4065 181.0257 20.2351 107.2 9.69 0.098 −25.47 272 283 8.8 31.0 18 B
NGC 4066 181.0392 20.3479 107.2 9.81 0.086 −25.35 253 10.0 37.0 18
NGC 4059 181.0471 20.4098 107.2 9.75 0.079 −25.41 206 9.6 33.0 18
NGC 4073 181.1128 1.8960 91.5 8.49 0.074 −26.33 277 292 21.4 23.0 10 B
NGC 4213 183.9064 23.9819 101.6 9.61 0.102 −25.44 259 264 11.6 33.6 4 B
NGC 4472 187.4450 8.0004 16.7* 5.40 0.061 −25.72 289 53.9 205 B =M49,Virgo
NGC 4486 187.7059 12.3911 16.7* 5.81 0.063 −25.31 336 41.3 48.7 205 =M87,Virgo
NGC 4555 188.9216 26.5230 103.6 9.17 0.044 −25.92 350 319 10.1 29.8 1
NGC 4649 190.9167 11.5526 16.5* 5.74 0.072 −25.36 340 39.8 44.1 205 =M60,Virgo
NGC 4816 194.0506 27.7455 102.0* 9.71 0.024 −25.33 244 14.5 50.6 49 Coma/A1656
NGC 4839 194.3515 27.4977 102.0* 9.20 0.028 −25.85 285 269 20.8 29.2 49 Coma/A1656
NGC 4874 194.8988 27.9594 102.0* 8.86 0.025 −26.18 279 266 23.8 32.0 49 Coma/A1656
NGC 4889 195.0338 27.9770 102.0* 8.41 0.026 −26.64 401 370 19.1 33.0 49 B Coma/A1656
NGC 4914 195.1789 37.3153 74.5 8.65 0.037 −25.72 225 12.8 31.3 1 =NGC 4912
NGC 5129 201.0417 13.9765 107.5 9.25 0.078 −25.92 277 262 12.3 21.8 1
NGC 5208 203.1163 7.3166 105.0 9.51 0.097 −25.61 252 6.8 18.3 3 B
PGC 047776 203.4770 3.2836 103.8 9.73 0.076 −25.36 7.9 13.2 9 B
NGC 5252 204.5661 4.5426 103.8 9.77 0.095 −25.32 196 9.3 19.8 9
NGC 5322 207.3133 60.1904 34.2 7.16 0.038 −25.51 236 26.6 20.1 8 B
NGC 5353 208.3613 40.2831 41.1 7.63 0.035 −25.45 290 14.2 27.8 12 B
NGC 5490 212.4888 17.5455 78.6 8.92 0.073 −25.57 288 10.1 19.5 1
NGC 5557 214.6071 36.4936 51.0 8.08 0.016 −25.46 281 16.2 14.7 4 B
IC 1143 232.7345 82.4558 97.3 9.51 0.172 −25.45 9.2 3 B
UGC 10097 238.9303 47.8673 91.5 9.38 0.049 −25.43 302 7.6 17.2 7 B
NGC 6223 250.7679 61.5789 86.7 9.11 0.100 −25.59 10.6 4 B
NGC 6364 261.1139 29.3902 105.3 9.74 0.106 −25.38 205 7.7 11.5 1
NGC 6375 262.3411 16.2067 95.8 9.42 0.334 −25.53 220 10.8 1
UGC 10918 264.3892 11.1217 100.2 9.31 0.498 −25.75 12.8 1
NGC 6442 266.7139 20.7611 98.0 9.59 0.239 −25.40 240 9.1 1
NGC 6482 267.9534 23.0719 61.4 8.37 0.277 −25.60 322 10.1 3 B
NGC 6575 272.7395 31.1162 106.0 9.56 0.172 −25.58 306 9.0 1
NGC 7052 319.6377 26.4469 69.3 8.58 0.337 −25.67 284 14.7 1
NGC 7242 333.9146 37.2987 84.4 8.33 0.415 −26.34 27.7 15 B
NGC 7265 335.6145 36.2098 82.8 8.69 0.325 −25.93 258 16.0 21 B
NGC 7274 336.0462 36.1259 82.8 9.24 0.295 −25.39 298 12.6 21
NGC 7386 342.5089 11.6987 99.1 9.42 0.200 −25.58 11.6 38.1 3 B
NGC 7426 344.0119 36.3614 80.0 8.82 0.337 −25.74 11.2 4 B
NGC 7436 344.4897 26.1500 106.6 9.01 0.250 −26.16 352 19.1 25.0 8 B
NGC 7550 348.8170 18.9614 72.7 8.91 0.375 −25.43 255 12.4 28.0 3 B
NGC 7556 348.9353 −2.3815 103.0 9.25 0.097 −25.83 268 16.9 26.4 4 B
NGC 7618 349.9468 42.8526 76.3 9.04 0.609 −25.44 298 9.8 10 B
NGC 7619 350.0605 8.2063 54.0∗ 8.03 0.224 −25.65 324 14.8 34.6 12 B
NGC 7626 350.1772 8.2170 54.0∗ 8.03 0.197 −25.65 274 20.1 26.7 12
NGC 7681 352.2287 17.3096 96.8 9.22 0.149 −25.72 359 11.4 5.5 1'''
Посмотрим сколько их них $S0$:
In [88]:
get_hyperleda_galaxy_type('NGC 7681')
Out[88]:
In [89]:
%%time
types = []
for line in massive.split('\n'):
name = line.split(' ')[0] + line.split(' ')[1]
# print name
type_ = get_hyperleda_galaxy_type(name)
time.sleep(1)
types.append(type_)
In [90]:
{_ : types.count(_) for _ in set(types)}
Out[90]:
In [91]:
sluggs_card = {'Name' : 'SLUGGS', r'$\sigma_{s}$' : '+'}
SurveyCard(sluggs_card)
Out[91]:
In [92]:
sluggs = ['NGC 720',
'NGC 821',
'NGC 1023',
'NGC 1400',
'NGC 1407',
'NGC 2768',
'NGC 2974',
'NGC 3115',
'NGC 3377',
'NGC 3608',
'NGC 4111',
'NGC 4278',
'NGC 4365',
'NGC 4374',
'NGC 4459',
'NGC 4473',
'NGC 4474',
'NGC 4486',
'NGC 4494',
'NGC 4526',
'NGC 4564',
'NGC 4649',
'NGC 4697',
'NGC 5846',
'NGC 7457']
In [93]:
Boardman2017_card = {'Name' : 'Boardman2017', r'$\sigma_{s}$' : '+'}
SurveyCard(Boardman2017_card)
Out[93]:
In [94]:
Boardman2017=['NGC 680',
'NGC 1023',
'NGC 2685',
'NGC 2764',
'NGC 3522',
'NGC 3626',
'NGC 3998',
'NGC 4203',
'NGC 5582',
'NGC 5631',
'NGC 6798',
'UGC 03960']
Hi KINEMATICS AND MASS DISTRIBUTION OF MESSIER 33 - есть подробная карта дисперсий атомарного водорода $\rm{HI}$ для NGC~598 (M33).
https://arxiv.org/pdf/astro-ph/0411637.pdf - есть дисперсии газа и звезд, но нет остального
НЯ предложила NGC4736 в качестве подопытного, работа Fabricius 2012 http://iopscience.iop.org/article/10.1088/0004-637X/754/1/67/pdf.
Она в THINGS, HERACLES, BIMA и у нее есть разрезы по зведам по двум осям. Не знаю, интересно ли это.
Она так же есть в Leroy08 (в частности Figure 38, очень большие плотности газа, как в 338) и куче работ из THINGS, т.е. карты тоже есть.
Часто встречается, много данных, но наверное не стоит, ибо ее уже приватизировал Romeo и ее как раз надо переплюнуть.
Часто встречается - у Leroy, в THINGS, HERACLES, BIMA, VENGA.
Очень мощные спирали, газа вполне много (см. Leroy рис. 35), увеличивается с удалением.
вот еще https://arxiv.org/pdf/1611.07672.pdf есть две карты $\sigma_{HI}$, $\Sigma_{HI}$, $V_{HI}$ и кривые $\Sigma_s$
https://arxiv.org/pdf/1706.08540.pdf и http://iopscience.iop.org/article/10.1088/0004-637X/779/1/42/pdf - есть $SFR$, $\Sigma_{H_2}$, $\sigma_g$ (?), но очень странные карты, нет абсолютных значений.
In [95]:
locals_ = locals()
cards = []
for name in locals_:
if '_card' in name and type(locals_[name]) == dict:
print name
cards.append(locals_[name])
In [96]:
cards_summary = pd.DataFrame.from_dict(cards)
cards_summary = cards_summary.fillna('-')
cards_summary = cards_summary.replace(to_replace='+', value='■')
cards_summary
Out[96]:
In [98]:
locals_ = locals()
In [99]:
%%time
full_inters_dict = {}
for name in locals_:
if '_card' in name and type(locals_[name]) == dict:
print 'Card name: {}'.format(name)
survey_name = locals_[name]['Name']
print 'Survey name: {}'.format(locals_[name]['Name'])
survey_gals = locals_[name[:-5]]
print 'Number of galaxies: {}'.format(len(survey_gals))
for galname in survey_gals:
try:
result_table = Ned.query_object(galname)
except Exception, e:
print galname
print e
continue
common_name = result_table[0]['Object Name']
if common_name in full_inters_dict.keys():
full_inters_dict[common_name].append(survey_name)
else:
full_inters_dict[common_name] = [survey_name]
In [100]:
def get_full_intersection_by_name(galname):
'''Проверяет, есть ли имя в обзорах и в каких.'''
try:
result_table = Ned.query_object(galname)
except Exception, e:
print e
return
common_name = result_table[0]['Object Name']
return full_inters_dict.get(common_name, '<Empty intersection>')
In [101]:
get_full_intersection_by_name('NGC628')
Out[101]:
In [102]:
get_full_intersection_by_name('NGC1167')
Out[102]:
In [103]:
get_full_intersection_by_name('NGC1068')
Out[103]:
In [104]:
get_full_intersection_by_name('NGC4736')
Out[104]:
In [105]:
get_full_intersection_by_name('NGC5533')
Out[105]:
In [106]:
print get_full_intersection_by_name('M33')
In [107]:
get_full_intersection_by_name('M83')
Out[107]:
Все галактики:
In [114]:
well_known_galaxies = []
for galname, survs in full_inters_dict.items():
well_known_galaxies.append(len(survs))
if len(survs) == 5:
print '===>', galname, survs
if len(survs) == 4:
print galname, survs
plt.hist(well_known_galaxies)
Out[114]:
In [ ]:
In [ ]:
вот тут https://arxiv.org/pdf/1701.02138.pdf Romeo утверждает, что дисперсии газа $\sigma_g$ можно вытащить из BIMA SONG, HERACLES and THINGS (правда все указанные работы оперируют радиальными профилями)
In [ ]: