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Filter Transformations, Star Colours and Dust Reddening

 

SkyMapper filters differ significantly from SDSS or PanSTARRS filters. Not only has SkyMapper split the u-band into an ultraviolet (u) and a violet (v) filter, but also the other bands have different efficiency curves. Transforming photometry from one filter system into another rests on knowing the relevant parts of an object's spectrum. In the absence of full spectral information, photometry-to-photometry transformation is reasonably safe for stars of spectral type F and G and luminosity class V and IV (main-sequence and sub-giant), while other types of stars show variety in colour terms that depend on metallicity and surface gravity.

A general transformation should start with dereddening of the SkyMapper photometry, followed by identifying the correct star type and applying the transformation, and finally re-reddening the resulting magnitudes in the target filter system. Indeed, our zeropoint calibration based on APASS has used exactly this procedure going from APASS photometry of F and G stars to SkyMapper photometry, whereby each star was transformed using a Bayesian integration considering all possible FG IV/V types.

Below we provide the bandpass absorption coefficients Rband for use in Aband = Rband x E(B-V)SFD assuming a Fitzpatrick et al. 1999 reddening law. These values are consistent with findings in the literature. Note, that Casagrande et al. (2019) and Huang et al. (2019) list ~15% larger Rband values for use in Aband = Rband x 0.86 x E(B-V)SFD, which means they are still consistent.  

However, be aware that at low reddening there are strong indications of non-linearities or other unexplained features, that may lead to biases in E(B-V) of up to 0.03, see e.g. Wolf (2014). The E(B-V) value from Schlegel et al. (1998) is listed per star in the ebmv_sfd column of the master table. Also note, that reddening could always be overestimated as many stars reside in front of the absorbing dust.

 filter           | R_band 
------------------+--------
 u_SM             |  4.294 
 u20_SM           |  4.245  (airmass 2)
 v_SM             |  4.026
 g_SM             |  2.986
 r_SM             |  2.288
 i_SM             |  1.588
 z_SM             |  1.206
 Ha_SM            |  2.1
 u_sdss_primed    |  4.228
 g_sdss_primed    |  3.292
 r_sdss_primed    |  2.274
 i_sdss_primed    |  1.687
 z_sdss_primed    |  1.252
 g_ps             |  3.17
 r_ps             |  2.26
 i_ps             |  1.67
 z_ps             |  1.32
 y_ps             |  1.10
 Bpgaia           |  2.905  (from Casagrande+19, x0.86)
 Ggaia            |  2.356  (from Casagrande+19, x0.86)
 Rpgaia           |  1.750  (from Casagrande+19, x0.86)
------------------+--------

The following figures summarise SkyMapper colours for unreddened stars as well as the colour terms between SkyMapper and SDSS based on empirical spectra from Pickles (1998), synthetic white dwarf spectra from Koester (priv. comm.):

 

Below we provide the AB colours in the SkyMapper, SDSS primed, PanSTARRS, DES and Gaia system as well as cross-terms linked via the SDSS unprimed g-band ('sg'). If you only know the colour of a star but not its spectral type and metallicty, we recommend using only stars of type FG and class IV or V as their colour terms have low scatter as a function of colour. Colour indices are labelled XAmYB for filter A in system X minus filter B in system Y, where bandpasses include SkyMapper ('sm') {u,v,g,r,i,z}, SDSS primed ('sp') {u,g,r,i,z}, PanSTARRS ('ps') {g,r,i,z,y}, DES ('d') {u,g,r,i,z,y} and GAIA ('g') {bp,g,rp}. We also include the colour index NUVGALEX-uSM in the column gnmsmu. Based on the stellar spectral library from Pickles (1998).

object  gnmsmu  smu20ms smumsmv smvmsmg smgmsmr smrmsmi smimsmz smgmspg spumspg spgmspr sprmspi spimspz spgmsg  psgmpsr psrmpsi psimpsz pszmpsy psgmsg  dumdg   dgmdr   drmdi   dimdz   dzmdy   dgmsg   ggmgrp  gbpmgrp gbpmsmg
------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- -------
O5V       1.039  -0.089  -0.099  -0.535  -0.415  -0.489  -0.292   0.127  -0.494  -0.580  -0.395  -0.313   0.024  -0.529  -0.392  -0.288  -0.155   0.065  -0.440  -0.615  -0.397  -0.291  -0.132   0.045  -0.726  -0.982  -0.182
O9V      -0.335  -0.072  -0.078  -0.469  -0.422  -0.464  -0.321   0.118  -0.417  -0.581  -0.372  -0.333   0.022  -0.535  -0.368  -0.299  -0.190   0.058  -0.379  -0.618  -0.370  -0.323  -0.126   0.040  -0.707  -0.948  -0.151
B0V      -0.405  -0.013  -0.021  -0.447  -0.393  -0.450  -0.279   0.118  -0.347  -0.549  -0.364  -0.291   0.022  -0.501  -0.361  -0.265  -0.150   0.060  -0.358  -0.584  -0.361  -0.272  -0.126   0.041  -0.675  -0.895  -0.140
B1V      -0.212   0.007   0.000  -0.313  -0.328  -0.416  -0.221   0.095  -0.216  -0.455  -0.343  -0.230   0.017  -0.418  -0.342  -0.203  -0.162   0.046  -0.242  -0.492  -0.333  -0.220  -0.125   0.031  -0.576  -0.753  -0.097
B3V      -0.066   0.209   0.209  -0.165  -0.313  -0.338  -0.229   0.085   0.093  -0.429  -0.273  -0.233   0.016  -0.396  -0.270  -0.207  -0.149   0.041  -0.094  -0.459  -0.267  -0.228  -0.115   0.028  -0.502  -0.616  -0.025
B57V      0.167   0.421   0.428   0.009  -0.269  -0.296  -0.203   0.068   0.425  -0.364  -0.239  -0.204   0.013  -0.339  -0.237  -0.179  -0.136   0.031   0.079  -0.393  -0.233  -0.199  -0.108   0.022  -0.422  -0.477   0.036
B8V       0.383   0.600   0.613   0.115  -0.227  -0.299  -0.131   0.058   0.666  -0.307  -0.246  -0.146   0.011  -0.284  -0.245  -0.133  -0.093   0.028   0.173  -0.335  -0.241  -0.130  -0.079   0.019  -0.375  -0.396   0.065
B9V       0.641   0.628   0.647   0.218  -0.196  -0.291  -0.137   0.043   0.778  -0.258  -0.240  -0.151   0.009  -0.242  -0.239  -0.137  -0.102   0.019   0.278  -0.286  -0.241  -0.132  -0.089   0.013  -0.335  -0.335   0.085
A0V       0.687   0.701   0.723   0.404  -0.184  -0.245  -0.132   0.028   1.015  -0.234  -0.196  -0.147   0.005  -0.224  -0.192  -0.144  -0.062   0.010   0.457  -0.261  -0.198  -0.123  -0.065   0.007  -0.290  -0.261   0.119
A2V       0.992   0.770   0.793   0.424  -0.163  -0.222  -0.117   0.025   1.085  -0.207  -0.179  -0.129   0.005  -0.199  -0.177  -0.120  -0.078   0.008   0.473  -0.232  -0.178  -0.115  -0.052   0.005  -0.260  -0.217   0.123
A3V       1.024   0.735   0.759   0.462  -0.113  -0.196  -0.127   0.009   1.083  -0.138  -0.158  -0.135   0.001  -0.135  -0.156  -0.118  -0.096   0.000   0.502  -0.163  -0.160  -0.127  -0.053  -0.000  -0.209  -0.148   0.124
A5V       1.253   0.758   0.789   0.516  -0.080  -0.154  -0.068  -0.006   1.140  -0.090  -0.120  -0.082  -0.003  -0.093  -0.117  -0.088  -0.020  -0.009   0.547  -0.113  -0.123  -0.059  -0.048  -0.007  -0.150  -0.063   0.135
A7V       1.390   0.653   0.683   0.612  -0.030  -0.112  -0.057  -0.022   1.148  -0.015  -0.090  -0.069  -0.005  -0.024  -0.088  -0.071  -0.009  -0.016   0.631  -0.033  -0.096  -0.053  -0.019  -0.012  -0.086   0.023   0.135
F0V       1.874   0.547   0.578   0.684   0.053  -0.028  -0.087  -0.049   1.112   0.101  -0.018  -0.086  -0.010   0.082  -0.015  -0.077  -0.041  -0.029   0.680   0.091  -0.030  -0.087  -0.012  -0.022   0.014   0.166   0.134
F2V       2.215   0.484   0.520   0.725   0.108   0.024  -0.012  -0.071   1.081   0.182   0.024  -0.011  -0.016   0.154   0.024  -0.009  -0.015  -0.043   0.706   0.173   0.014  -0.011  -0.023  -0.032   0.089   0.275   0.136
F5V       2.720   0.387   0.421   0.791   0.152   0.037  -0.020  -0.088   1.055   0.246   0.030  -0.014  -0.020   0.213   0.030  -0.009  -0.014  -0.052   0.763   0.237   0.021  -0.021  -0.021  -0.038   0.124   0.326   0.134
wF5V      2.198   0.416   0.457   0.703   0.160   0.043  -0.045  -0.086   0.994   0.252   0.039  -0.040  -0.019   0.221   0.040  -0.027  -0.049  -0.048   0.671   0.247   0.024  -0.050  -0.021  -0.036   0.124   0.325   0.124
F6V       2.528   0.382   0.419   0.840   0.173   0.083  -0.013  -0.093   1.100   0.273   0.073  -0.007  -0.020   0.239   0.074  -0.002  -0.014  -0.053   0.810   0.271   0.058  -0.012  -0.018  -0.039   0.160   0.384   0.135
rF6V      3.281   0.394   0.441   0.904   0.205   0.102   0.011  -0.105   1.169   0.319   0.090   0.003  -0.023   0.280   0.091  -0.002   0.036  -0.059   0.872   0.320   0.069   0.008   0.046  -0.044   0.194   0.441   0.140
F8V       3.237   0.385   0.428   0.939   0.221   0.107   0.030  -0.112   1.190   0.345   0.090   0.033  -0.025   0.304   0.089   0.034   0.006  -0.063   0.896   0.343   0.076   0.029   0.009  -0.047   0.210   0.467   0.140
wF8V      2.469   0.367   0.406   0.887   0.201   0.098  -0.028  -0.105   1.125   0.316   0.087  -0.023  -0.023   0.277   0.090  -0.020  -0.017  -0.059   0.844   0.315   0.066  -0.026  -0.020  -0.043   0.188   0.430   0.139
rF8V      3.364   0.351   0.396   1.022   0.241   0.162  -0.022  -0.119   1.246   0.372   0.141  -0.012  -0.026   0.327   0.144  -0.010  -0.002  -0.067   0.977   0.376   0.120  -0.025   0.010  -0.050   0.242   0.522   0.145
G0V       3.581   0.371   0.419   1.029   0.232   0.154   0.011  -0.119   1.271   0.363   0.134   0.022  -0.026   0.318   0.135   0.023  -0.003  -0.068   0.986   0.364   0.117   0.014  -0.020  -0.050   0.238   0.515   0.148
wG0V      3.148   0.450   0.500   0.951   0.237   0.143   0.020  -0.114   1.256   0.363   0.124   0.027  -0.025   0.321   0.123   0.030   0.006  -0.064   0.908   0.366   0.105   0.021   0.007  -0.048   0.234   0.509   0.142
rG0V      3.614   0.343   0.393   1.113   0.256   0.182   0.037  -0.125   1.336   0.396   0.157   0.042  -0.027   0.348   0.159   0.037   0.025  -0.071   1.062   0.401   0.137   0.038   0.013  -0.052   0.270   0.569   0.149
G2V       3.574   0.334   0.384   1.143   0.279   0.174   0.038  -0.136   1.349   0.430   0.149   0.042  -0.031   0.380   0.151   0.036   0.030  -0.077   1.083   0.433   0.129   0.040   0.015  -0.057   0.279   0.585   0.149
G5V       3.607   0.357   0.415   1.256   0.298   0.184   0.053  -0.147   1.479   0.461   0.158   0.054  -0.034   0.406   0.158   0.047   0.039  -0.085   1.190   0.462   0.138   0.053   0.036  -0.063   0.299   0.624   0.158
wG5V      3.581   0.299   0.345   1.114   0.288   0.143   0.018  -0.140   1.280   0.445   0.120   0.029  -0.031   0.394   0.121   0.034  -0.016  -0.078   1.050   0.446   0.100   0.017  -0.038  -0.058   0.268   0.566   0.144
rG5V      3.594   0.312   0.365   1.317   0.316   0.164   0.048  -0.153   1.499   0.487   0.136   0.046  -0.034   0.431   0.139   0.042   0.017  -0.086   1.247   0.488   0.115   0.043   0.036  -0.064   0.300   0.626   0.156
G8V       3.972   0.245   0.298   1.464   0.353   0.217   0.043  -0.170   1.588   0.543   0.183   0.051  -0.038   0.482   0.184   0.055  -0.011  -0.094   1.372   0.549   0.159   0.035   0.020  -0.070   0.345   0.706   0.160
K0V       4.411   0.338   0.405   1.469   0.389   0.245   0.061  -0.177   1.673   0.590   0.208   0.067  -0.039   0.527   0.211   0.058   0.038  -0.096   1.374   0.600   0.177   0.066   0.009  -0.071   0.380   0.767   0.154
rK0V      4.243   0.270   0.338   1.688   0.408   0.219   0.085  -0.197   1.836   0.630   0.182   0.084  -0.045   0.561   0.183   0.075   0.049  -0.108   1.568   0.634   0.155   0.087   0.041  -0.080   0.383   0.778   0.164
K2V       3.730   0.230   0.309   1.849   0.480   0.284   0.091  -0.225   1.957   0.735   0.234   0.100  -0.050   0.659   0.235   0.095   0.040  -0.119   1.699   0.744   0.208   0.089   0.027  -0.089   0.449   0.899   0.158
K3V       5.306   0.281   0.381   1.949   0.539   0.365   0.105  -0.243   2.114   0.815   0.308   0.119  -0.056   0.735   0.309   0.114   0.041  -0.127   1.787   0.836   0.273   0.105   0.022  -0.095   0.508   1.011   0.146
K4V       5.753   0.172   0.291   2.168   0.625   0.438   0.139  -0.286   2.232   0.948   0.371   0.150  -0.066   0.856   0.371   0.144   0.048  -0.148   1.944   0.974   0.331   0.132   0.051  -0.112   0.578   1.154   0.139
K5V       6.096   0.166   0.324   2.463   0.729   0.494   0.166  -0.338   2.574   1.115   0.405   0.182  -0.074   1.014   0.408   0.163   0.094  -0.164   2.128   1.136   0.375   0.165   0.069  -0.125   0.637   1.279   0.112
K7V       7.318   0.149   0.342   2.511   0.827   0.654   0.238  -0.380   2.619   1.255   0.549   0.268  -0.096   1.140   0.546   0.252   0.110  -0.198   2.091   1.284   0.519   0.234   0.069  -0.158   0.737   1.498   0.092
M0V       9.628   0.138   0.343   2.556   0.826   0.762   0.311  -0.370   2.705   1.242   0.650   0.343  -0.089   1.130   0.642   0.314   0.169  -0.188   2.106   1.284   0.620   0.309   0.104  -0.151   0.782   1.604   0.096
M1V      10.219   0.209   0.445   2.541   0.827   0.934   0.368  -0.367   2.789   1.235   0.805   0.410  -0.100   1.118   0.795   0.376   0.204  -0.204   2.060   1.278   0.786   0.366   0.138  -0.170   0.841   1.752   0.099
M2V      12.227   0.180   0.420   2.446   0.909   1.022   0.423  -0.378   2.667   1.332   0.881   0.466  -0.109   1.211   0.871   0.421   0.242  -0.214   1.935   1.383   0.856   0.423   0.153  -0.186   0.896   1.894   0.065
M2p5V    12.130   0.099   0.373   2.599   0.937   1.223   0.481  -0.384   2.830   1.364   1.060   0.551  -0.114   1.236   1.038   0.526   0.220  -0.226   1.963   1.421   1.047   0.474   0.140  -0.202   0.967   2.103   0.064
M3V      12.199   0.140   0.434   2.449   0.945   1.409   0.518  -0.371   2.769   1.351   1.247   0.587  -0.124   1.220   1.225   0.554   0.258  -0.237   1.782   1.431   1.207   0.513   0.169  -0.221   1.019   2.280   0.063
M4V      15.108  -0.166   0.220   2.836   0.993   1.711   0.609  -0.364   3.239   1.379   1.551   0.674  -0.132   1.240   1.526   0.614   0.372  -0.251   1.853   1.495   1.464   0.620   0.214  -0.251   1.105   2.636   0.073
M5V      15.020  -0.337   0.066   2.856   1.061   2.004   0.720  -0.385   3.176   1.474   1.805   0.809  -0.140   1.329   1.761   0.783   0.328  -0.263   1.599   1.573   1.752   0.701   0.244  -0.286   1.172   2.961   0.040
M6V      15.405  -0.581  -0.141   2.890   1.189   2.441   0.976  -0.388   3.135   1.600   2.219   1.066  -0.161   1.438   2.147   1.020   0.509  -0.295   1.072   1.681   2.140   0.965   0.310  -0.389   1.270   3.570   0.007
B2IV     -0.194  -0.006  -0.016  -0.280  -0.370  -0.412  -0.241   0.106  -0.185  -0.510  -0.337  -0.250   0.020  -0.469  -0.336  -0.220  -0.171   0.053  -0.197  -0.544  -0.329  -0.243  -0.124   0.037  -0.613  -0.796  -0.093
B6IV      0.245   0.460   0.469   0.114  -0.242  -0.320  -0.122   0.061   0.558  -0.325  -0.263  -0.143   0.013  -0.303  -0.262  -0.135  -0.082   0.029   0.180  -0.352  -0.265  -0.118  -0.082   0.020  -0.391  -0.427   0.054
A0IV      0.789   0.732   0.751   0.354  -0.203  -0.262  -0.116   0.042   1.003  -0.265  -0.212  -0.132   0.009  -0.250  -0.210  -0.129  -0.057   0.019   0.413  -0.292  -0.213  -0.106  -0.075   0.013  -0.317  -0.299   0.108
A47IV     1.334   0.739   0.773   0.500  -0.136  -0.197  -0.089   0.010   1.123  -0.162  -0.154  -0.109   0.003  -0.160  -0.152  -0.112  -0.024   0.001   0.554  -0.185  -0.162  -0.080  -0.044   0.001  -0.213  -0.152   0.135
F02IV     2.240   0.562   0.596   0.679   0.083  -0.014  -0.062  -0.059   1.099   0.143  -0.007  -0.061  -0.013   0.121  -0.005  -0.056  -0.028  -0.035   0.681   0.134  -0.021  -0.058  -0.038  -0.025   0.046   0.214   0.134
F5IV      2.527   0.444   0.479   0.771   0.132   0.045  -0.041  -0.073   1.099   0.212   0.040  -0.037  -0.015   0.183   0.042  -0.032  -0.023  -0.042   0.753   0.208   0.025  -0.042  -0.012  -0.031   0.111   0.308   0.132
F8IV      3.007   0.333   0.375   1.026   0.201   0.100  -0.006  -0.112   1.243   0.322   0.089  -0.002  -0.025   0.279   0.091  -0.002  -0.003  -0.065   0.983   0.318   0.071  -0.005  -0.012  -0.048   0.193   0.443   0.151
G0IV      3.528   0.353   0.400   1.129   0.240   0.125   0.009  -0.124   1.359   0.376   0.108   0.014  -0.028   0.330   0.109   0.017  -0.007  -0.071   1.081   0.375   0.090   0.006   0.000  -0.053   0.232   0.509   0.154
G2IV      3.512   0.283   0.328   1.314   0.276   0.166   0.031  -0.144   1.476   0.434   0.140   0.039  -0.033   0.380   0.141   0.038   0.006  -0.083   1.256   0.432   0.124   0.031   0.001  -0.061   0.278   0.588   0.164
G5IV      4.074   0.298   0.352   1.441   0.337   0.193   0.034  -0.166   1.608   0.522   0.162   0.045  -0.038   0.461   0.163   0.042   0.016  -0.093   1.354   0.524   0.140   0.036  -0.007  -0.069   0.328   0.677   0.165
G8IV      4.534   0.329   0.402   1.620   0.395   0.249   0.084  -0.186   1.823   0.603   0.213   0.086  -0.042   0.536   0.216   0.074   0.047  -0.103   1.523   0.613   0.181   0.086   0.018  -0.077   0.390   0.790   0.165
K0IV      4.992   0.321   0.411   1.858   0.477   0.293   0.123  -0.223   2.053   0.730   0.243   0.130  -0.051   0.652   0.241   0.127   0.037  -0.121   1.714   0.739   0.217   0.116   0.033  -0.091   0.455   0.912   0.163
K1IV      5.573   0.373   0.475   1.867   0.525   0.328   0.151  -0.238   2.109   0.797   0.269   0.155  -0.051   0.717   0.269   0.144   0.065  -0.122   1.698   0.810   0.242   0.146   0.060  -0.093   0.491   0.979   0.149
K3IV      5.920   0.318   0.473   2.399   0.619   0.412   0.142  -0.295   2.655   0.950   0.343   0.161  -0.070   0.853   0.342   0.159   0.042  -0.158   2.160   0.962   0.316   0.136   0.039  -0.121   0.569   1.144   0.157
O8III     0.492  -0.083  -0.093  -0.480  -0.390  -0.493  -0.305   0.117  -0.443  -0.543  -0.400  -0.327   0.022  -0.495  -0.396  -0.301  -0.154   0.059  -0.394  -0.581  -0.402  -0.303  -0.116   0.040  -0.700  -0.942  -0.163
B12III   -0.042   0.035   0.032  -0.352  -0.356  -0.406  -0.250   0.100  -0.227  -0.490  -0.331  -0.249   0.018  -0.451  -0.330  -0.215  -0.199   0.049  -0.270  -0.527  -0.321  -0.248  -0.166   0.033  -0.598  -0.781  -0.097
B3III     0.062   0.152   0.153  -0.117  -0.331  -0.337  -0.224   0.081   0.091  -0.447  -0.267  -0.226   0.015  -0.417  -0.265  -0.199  -0.160   0.037  -0.050  -0.479  -0.261  -0.221  -0.138   0.026  -0.507  -0.625  -0.016
B5III     0.180   0.313   0.317   0.007  -0.293  -0.302  -0.205   0.069   0.336  -0.390  -0.243  -0.213   0.014  -0.364  -0.240  -0.199  -0.089   0.033   0.068  -0.418  -0.239  -0.198  -0.073   0.024  -0.442  -0.514   0.028
B9III     0.562   0.710   0.727   0.223  -0.229  -0.298  -0.120   0.050   0.851  -0.300  -0.245  -0.144   0.011  -0.281  -0.241  -0.145  -0.049   0.024   0.282  -0.328  -0.245  -0.113  -0.059   0.018  -0.363  -0.367   0.093
A0III     0.500   0.672   0.694   0.414  -0.164  -0.261  -0.114   0.022   0.997  -0.205  -0.212  -0.132   0.004  -0.198  -0.209  -0.130  -0.054   0.006   0.467  -0.236  -0.213  -0.105  -0.068   0.004  -0.279  -0.248   0.118
A3III     1.470   0.823   0.854   0.500  -0.093  -0.225  -0.106  -0.000   1.173  -0.106  -0.183  -0.124  -0.001  -0.107  -0.180  -0.123  -0.044  -0.005   0.538  -0.132  -0.192  -0.098  -0.058  -0.005  -0.198  -0.127   0.135
A5III     1.403   0.724   0.756   0.573  -0.064  -0.156  -0.063  -0.012   1.169  -0.065  -0.119  -0.082  -0.003  -0.070  -0.117  -0.087  -0.027  -0.011   0.601  -0.085  -0.131  -0.055  -0.053  -0.009  -0.132  -0.038   0.139
A7III     1.607   0.714   0.748   0.632  -0.017  -0.120  -0.048  -0.025   1.210   0.001  -0.098  -0.060  -0.006  -0.008  -0.096  -0.060  -0.021  -0.017   0.653  -0.017  -0.105  -0.042  -0.039  -0.013  -0.078   0.037   0.138
F0III     2.070   0.691   0.731   0.667   0.014  -0.064  -0.003  -0.039   1.213   0.049  -0.053  -0.006  -0.008   0.034  -0.054  -0.008  -0.012  -0.025   0.677   0.033  -0.054   0.002  -0.043  -0.018  -0.020   0.121   0.145
F2III     2.355   0.531   0.575   0.755   0.137  -0.005  -0.014  -0.080   1.143   0.221  -0.001  -0.022  -0.018   0.192   0.001  -0.026   0.003  -0.046   0.732   0.213  -0.019  -0.010  -0.012  -0.034   0.097   0.291   0.138
F5III     2.176   0.492   0.538   0.810   0.148   0.041  -0.007  -0.081   1.173   0.236   0.037  -0.014  -0.017   0.206   0.039  -0.021   0.030  -0.046   0.791   0.232   0.020  -0.004   0.016  -0.034   0.126   0.335   0.138
G0III     3.418   0.378   0.433   1.225   0.302   0.169   0.047  -0.144   1.470   0.463   0.142   0.053  -0.032   0.411   0.143   0.049   0.015  -0.080   1.152   0.466   0.120   0.047  -0.004  -0.060   0.293   0.613   0.153
G5III     3.790   0.280   0.352   1.709   0.415   0.249   0.070  -0.200   1.862   0.639   0.211   0.077  -0.046   0.567   0.213   0.073   0.017  -0.111   1.597   0.645   0.182   0.066   0.014  -0.083   0.402   0.813   0.170
wG5III    3.911   0.468   0.553   1.383   0.409   0.240   0.094  -0.185   1.681   0.618   0.202   0.096  -0.043   0.554   0.202   0.087   0.046  -0.101   1.287   0.626   0.175   0.092   0.025  -0.077   0.391   0.788   0.153
rG5III    3.791   0.251   0.322   1.728   0.427   0.253   0.068  -0.205   1.859   0.657   0.214   0.076  -0.047   0.585   0.215   0.075   0.014  -0.113   1.596   0.665   0.184   0.064   0.012  -0.084   0.407   0.822   0.165
G8III     4.622   0.347   0.436   1.823   0.456   0.279   0.106  -0.220   2.035   0.701   0.236   0.108  -0.052   0.624   0.237   0.099   0.042  -0.122   1.689   0.707   0.207   0.102   0.045  -0.092   0.437   0.882   0.170
wG8III    4.596   0.609   0.715   1.599   0.426   0.288   0.101  -0.200   2.015   0.650   0.246   0.105  -0.045   0.579   0.246   0.100   0.034  -0.109   1.510   0.662   0.216   0.095   0.042  -0.082   0.423   0.857   0.170
K0III     5.395   0.332   0.432   1.982   0.467   0.313   0.106  -0.220   2.213   0.715   0.265   0.109  -0.050   0.636   0.266   0.100   0.054  -0.121   1.840   0.726   0.233   0.103   0.057  -0.091   0.460   0.925   0.174
wK0III    4.692   0.404   0.492   1.696   0.462   0.290   0.102  -0.218   1.936   0.705   0.246   0.106  -0.051   0.629   0.246   0.104   0.023  -0.120   1.565   0.716   0.215   0.094   0.037  -0.091   0.443   0.892   0.166
rK0III    5.257   0.383   0.495   2.037   0.496   0.308   0.117  -0.236   2.310   0.761   0.259   0.121  -0.053   0.679   0.260   0.120   0.018  -0.127   1.883   0.773   0.226   0.106   0.039  -0.095   0.472   0.950   0.171
K1III     5.890   0.322   0.434   2.134   0.520   0.346   0.137  -0.246   2.359   0.797   0.289   0.140  -0.056   0.713   0.289   0.133   0.055  -0.131   1.959   0.810   0.259   0.127   0.069  -0.100   0.500   1.003   0.169
wK1III    5.331   0.353   0.456   1.992   0.499   0.314   0.107  -0.240   2.217   0.769   0.262   0.118  -0.055   0.686   0.260   0.119   0.019  -0.130   1.841   0.776   0.235   0.097   0.035  -0.098   0.473   0.951   0.169
rK1III    5.540   0.451   0.596   2.286   0.552   0.351   0.153  -0.267   2.650   0.852   0.292   0.154  -0.063   0.761   0.292   0.142   0.067  -0.146   2.075   0.859   0.264   0.145   0.083  -0.111   0.518   1.043   0.171
K2III     6.601   0.417   0.559   2.202   0.576   0.396   0.157  -0.268   2.512   0.877   0.332   0.164  -0.063   0.787   0.334   0.151   0.057  -0.145   2.002   0.891   0.301   0.151   0.058  -0.111   0.548   1.098   0.163
wK2III    5.728   0.478   0.604   2.110   0.518   0.363   0.127  -0.244   2.478   0.792   0.309   0.133  -0.057   0.707   0.309   0.130   0.037  -0.133   1.940   0.806   0.277   0.117   0.059  -0.101   0.505   1.015   0.173
rK2III    6.451   0.278   0.427   2.465   0.604   0.392   0.152  -0.290   2.687   0.929   0.326   0.162  -0.070   0.831   0.328   0.150   0.055  -0.159   2.230   0.939   0.296   0.146   0.053  -0.122   0.558   1.123   0.164
K3III     7.070   0.297   0.465   2.502   0.622   0.405   0.173  -0.297   2.752   0.955   0.340   0.174  -0.070   0.855   0.343   0.153   0.081  -0.160   2.236   0.968   0.304   0.170   0.073  -0.122   0.574   1.155   0.162
wK3III    6.620   0.367   0.507   2.227   0.598   0.422   0.170  -0.276   2.505   0.907   0.358   0.176  -0.066   0.814   0.360   0.157   0.087  -0.150   2.001   0.925   0.322   0.169   0.056  -0.116   0.568   1.138   0.158
rK3III    6.847   0.204   0.389   2.756   0.663   0.415   0.198  -0.323   2.970   1.023   0.349   0.197  -0.080   0.916   0.352   0.175   0.079  -0.177   2.443   1.035   0.309   0.192   0.070  -0.137   0.599   1.209   0.160
K4III     7.403   0.071   0.301   2.989   0.743   0.507   0.232  -0.360   3.165   1.144   0.425   0.248  -0.091   1.027   0.420   0.238   0.084  -0.197   2.585   1.159   0.392   0.228   0.069  -0.155   0.665   1.348   0.141
wK4III    7.602   0.131   0.327   2.797   0.720   0.493   0.226  -0.340   2.962   1.101   0.413   0.236  -0.082   0.991   0.412   0.222   0.079  -0.181   2.443   1.120   0.378   0.217   0.061  -0.141   0.650   1.314   0.141
rK4III    7.627  -0.015   0.170   2.910   0.740   0.506   0.266  -0.355   2.939   1.137   0.424   0.270  -0.089   1.022   0.420   0.245   0.130  -0.193   2.504   1.154   0.389   0.259   0.103  -0.151   0.667   1.349   0.139
K5III     7.526   0.134   0.408   2.996   0.786   0.657   0.299  -0.362   3.296   1.190   0.559   0.312  -0.092   1.073   0.556   0.280   0.162  -0.196   2.555   1.218   0.524   0.294   0.123  -0.157   0.737   1.508   0.128
rK5III    7.421   0.005   0.308   3.174   0.831   0.654   0.281  -0.389   3.421   1.264   0.556   0.296  -0.102   1.142   0.555   0.271   0.128  -0.211   2.651   1.293   0.515   0.275   0.096  -0.170   0.748   1.539   0.116
M0III     6.585   0.134   0.412   2.952   0.796   0.751   0.328  -0.366   3.239   1.200   0.650   0.349  -0.098   1.082   0.644   0.322   0.154  -0.204   2.504   1.238   0.610   0.324   0.116  -0.166   0.777   1.599   0.127
M1III     6.700   0.143   0.432   2.920   0.808   0.846   0.365  -0.365   3.232   1.208   0.738   0.392  -0.102   1.089   0.730   0.361   0.178  -0.207   2.445   1.253   0.700   0.360   0.130  -0.172   0.815   1.690   0.123
M2III     6.785   0.102   0.407   2.941   0.841   0.926   0.398  -0.363   3.272   1.236   0.820   0.423  -0.105   1.115   0.811   0.389   0.196  -0.212   2.424   1.300   0.761   0.394   0.137  -0.179   0.855   1.793   0.113
M3III     6.729   0.127   0.436   2.838   0.828   1.144   0.478  -0.343   3.206   1.194   1.024   0.517  -0.108   1.074   1.009   0.481   0.227  -0.212   2.291   1.272   0.970   0.474   0.157  -0.187   0.924   1.981   0.118
M4III     6.779   0.169   0.485   2.652   0.832   1.446   0.591  -0.312   3.090   1.151   1.319   0.641  -0.109   1.032   1.294   0.602   0.288  -0.211   2.062   1.268   1.243   0.585   0.201  -0.198   1.017   2.276   0.117
M5III     7.037   0.301   0.597   2.233   0.830   1.811   0.779  -0.260   2.751   1.083   1.674   0.827  -0.101   0.969   1.638   0.763   0.412  -0.196   1.646   1.238   1.572   0.779   0.263  -0.204   1.117   2.653   0.108
M6III     7.081   0.367   0.656   1.904   0.902   2.181   1.010  -0.221   2.486   1.103   2.036   1.043  -0.091   0.993   1.984   0.964   0.541  -0.177   1.225   1.301   1.892   1.001   0.365  -0.223   1.213   3.127   0.080
M7III     7.336   0.484   0.739   1.249   1.050   2.606   1.363  -0.176   1.859   1.199   2.438   1.378  -0.075   1.100   2.348   1.285   0.719  -0.144   0.530   1.395   2.268   1.336   0.485  -0.282   1.308   3.757  -0.003
M8III     7.660   0.383   0.611   0.934   1.221   2.749   1.805  -0.203   1.373   1.394   2.568   1.744  -0.082   1.285   2.415   1.623   0.984  -0.157   0.035   1.524   2.389   1.711   0.702  -0.407   1.361   4.222  -0.072
M9III     8.560   0.385   0.595   0.882   1.098   2.621   1.807  -0.178   1.295   1.213   2.489   1.725  -0.089   1.093   2.305   1.607   1.053  -0.174   0.145   1.435   2.268   1.699   0.731  -0.359   1.346   4.027  -0.024
M10III    8.652   0.424   0.612   0.693   0.969   2.817   1.974  -0.108   1.159   0.971   2.718   1.883  -0.079   0.854   2.490   1.784   1.122  -0.160   0.021   1.246   2.446   1.844   0.761  -0.373   1.369   4.226   0.012
B2II      0.568   0.021   0.015  -0.250  -0.315  -0.388  -0.230   0.078  -0.162  -0.425  -0.315  -0.241   0.014  -0.396  -0.312  -0.215  -0.164   0.036  -0.188  -0.461  -0.313  -0.230  -0.127   0.025  -0.534  -0.690  -0.065
B5II      0.580   0.222   0.224  -0.092  -0.247  -0.365  -0.212   0.063   0.152  -0.335  -0.298  -0.231   0.011  -0.310  -0.293  -0.212  -0.140   0.030  -0.031  -0.367  -0.303  -0.211  -0.105   0.020  -0.449  -0.539  -0.005
F0II      2.218   1.167   1.224   0.460  -0.059  -0.131  -0.072  -0.004   1.347  -0.064  -0.103  -0.090  -0.001  -0.067  -0.101  -0.094  -0.004  -0.007   0.515  -0.079  -0.114  -0.070   0.003  -0.006  -0.118  -0.005   0.148
F2II      2.239   0.849   0.894   0.726   0.069  -0.054  -0.020  -0.058   1.360   0.128  -0.046  -0.032  -0.012   0.107  -0.043  -0.042   0.019  -0.033   0.736   0.113  -0.055  -0.014   0.001  -0.025   0.023   0.194   0.154
G5II      4.343   0.288   0.355   1.693   0.422   0.222   0.055  -0.208   1.837   0.653   0.185   0.057  -0.048   0.580   0.189   0.049   0.027  -0.115   1.577   0.654   0.158   0.052   0.039  -0.086   0.389   0.792   0.169
K01II     6.785   0.287   0.455   2.554   0.620   0.347   0.161  -0.307   2.786   0.962   0.289   0.154  -0.074   0.860   0.294   0.130   0.082  -0.167   2.295   0.967   0.251   0.159   0.071  -0.128   0.550   1.110   0.166
K34II     7.872   0.214   0.481   3.018   0.735   0.490   0.243  -0.357   3.378   1.132   0.413   0.240  -0.089   1.017   0.416   0.207   0.124  -0.193   2.618   1.148   0.372   0.238   0.099  -0.151   0.657   1.336   0.147
M3II     12.150  -0.091   0.335   3.202   0.960   1.265   0.484  -0.411   3.663   1.403   1.122   0.537  -0.119   1.268   1.107   0.508   0.210  -0.237   2.318   1.480   1.070   0.476   0.165  -0.211   0.980   2.184   0.088
B0I       0.046  -0.060  -0.069  -0.352  -0.338  -0.379  -0.279   0.091  -0.319  -0.464  -0.302  -0.279   0.016  -0.429  -0.299  -0.243  -0.197   0.043  -0.286  -0.496  -0.302  -0.278  -0.170   0.029  -0.566  -0.757  -0.110
B1I       0.011   0.010   0.005  -0.304  -0.278  -0.357  -0.296   0.079  -0.224  -0.382  -0.281  -0.311   0.015  -0.353  -0.275  -0.280  -0.168   0.038  -0.241  -0.403  -0.303  -0.297  -0.118   0.026  -0.487  -0.640  -0.085
B3I       0.327   0.172   0.168  -0.205  -0.238  -0.353  -0.231   0.069  -0.002  -0.332  -0.286  -0.245   0.012  -0.303  -0.282  -0.223  -0.136   0.034  -0.142  -0.360  -0.293  -0.229  -0.114   0.023  -0.448  -0.555  -0.040
B5I       0.581   0.201   0.207  -0.122  -0.202  -0.253  -0.152   0.051   0.094  -0.276  -0.198  -0.162   0.008  -0.256  -0.195  -0.144  -0.132   0.022  -0.073  -0.295  -0.207  -0.149  -0.120   0.015  -0.339  -0.404  -0.010
B8I       1.773   0.339   0.356  -0.024  -0.186  -0.224  -0.104   0.038   0.294  -0.246  -0.179  -0.108   0.006  -0.233  -0.180  -0.093  -0.102   0.014   0.025  -0.270  -0.175  -0.103  -0.095   0.009  -0.296  -0.324   0.033
A0I       1.145   0.756   0.788   0.107  -0.153  -0.209  -0.072   0.033   0.735  -0.203  -0.168  -0.082   0.006  -0.191  -0.169  -0.070  -0.095   0.014   0.168  -0.223  -0.169  -0.073  -0.093   0.009  -0.248  -0.218   0.087
A2I       1.750   0.666   0.703   0.223  -0.083  -0.194  -0.093   0.004   0.762  -0.099  -0.157  -0.105  -0.000  -0.097  -0.154  -0.096  -0.090  -0.002   0.272  -0.119  -0.164  -0.093  -0.084  -0.002  -0.182  -0.126   0.097
F0I       2.581   1.126   1.187   0.549  -0.021  -0.057  -0.004  -0.019   1.403  -0.009  -0.039  -0.011  -0.004  -0.018  -0.038  -0.016  -0.023  -0.014   0.596  -0.019  -0.047   0.002  -0.052  -0.011  -0.042   0.102   0.154
F5I       3.268   0.960   1.032   0.645   0.029  -0.019  -0.011  -0.038   1.371   0.067  -0.012  -0.019  -0.006   0.049  -0.011  -0.021   0.000  -0.024   0.702   0.060  -0.024  -0.007  -0.014  -0.017   0.018   0.185   0.155
F8I       3.457   0.842   0.926   1.109   0.216   0.019  -0.009  -0.127   1.696   0.352   0.018  -0.019  -0.027   0.307   0.021  -0.024   0.011  -0.070   1.092   0.341  -0.006  -0.006   0.002  -0.051   0.171   0.431   0.180
G0I       3.247   0.529   0.605   1.394   0.348   0.100  -0.004  -0.177   1.724   0.546   0.085  -0.012  -0.038   0.485   0.090  -0.018   0.017  -0.094   1.326   0.543   0.049  -0.002   0.008  -0.069   0.290   0.623   0.169
G2I       4.046   0.496   0.583   1.661   0.406   0.147  -0.002  -0.207   1.968   0.637   0.124  -0.008  -0.047   0.565   0.129  -0.012   0.011  -0.113   1.568   0.634   0.087  -0.005   0.033  -0.084   0.344   0.722   0.177
G5I       4.474   0.450   0.558   1.968   0.486   0.187   0.036  -0.251   2.243   0.765   0.154   0.030  -0.059   0.680   0.162   0.019   0.014  -0.137   1.813   0.759   0.118   0.033   0.035  -0.103   0.412   0.848   0.182
G8I       4.732   0.388   0.556   2.386   0.612   0.272   0.080  -0.293   2.684   0.941   0.234   0.055  -0.069   0.843   0.246   0.030   0.042  -0.158   2.169   0.951   0.169   0.079   0.049  -0.119   0.512   1.039   0.163
K2I       5.162   0.127   0.387   3.040   0.762   0.433   0.189  -0.378   3.285   1.181   0.370   0.167  -0.095   1.061   0.381   0.125   0.125  -0.204   2.626   1.194   0.310   0.189   0.109  -0.159   0.641   1.307   0.142
K3I       5.749   0.020   0.317   3.162   0.839   0.507   0.195  -0.404   3.380   1.288   0.437   0.173  -0.104   1.161   0.453   0.125   0.133  -0.217   2.675   1.312   0.363   0.195   0.121  -0.172   0.695   1.425   0.118
K4I       6.725  -0.140   0.167   3.290   0.894   0.695   0.339  -0.430   3.397   1.370   0.591   0.351  -0.112   1.237   0.588   0.325   0.122  -0.232   2.639   1.395   0.551   0.328   0.112  -0.188   0.786   1.635   0.105
M2I       8.769  -0.227   0.197   3.274   1.010   1.189   0.455  -0.429   3.616   1.477   1.056   0.493  -0.124   1.337   1.043   0.470   0.174  -0.246   2.364   1.551   0.988   0.441   0.161  -0.218   0.968   2.149   0.068
------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- ------- -------

There are two columns for SkyMapper u-band, referring to airmass 1 (“u”) and airmass 2 (“u20”). These differ because the u-band has a read leak, and atmospheric extinction reduces the throughput of the main filter transmission, while hardly reducing the throughput of the leak. 

Finally, we provide AB magnitudes (zero-point 3631 Jy) from synthetic photometry of HST standards in the GALEX passbands, the SkyMapper filters ('SM'), including the u-band at airmass 2.0, the SDSS primed ('SP') and unprimed ('sdss') system, and in the VST, DES, PanSTARRS ('PS') and Gaia passbands (download FITS table and CSV table):

 
object        raj2000  dej2000  ebmv_ FUV     NUV     U2p0_SM U_SM   V_SM   G_SM   R_SM   I_SM   Z_SM   U_SP   G_SP   R_SP   I_SP   Z_SP   U_sdss G_sdss R_sdss I_sdss Z_sdss U_VST  G_VST  R_VST  I_VST  Z_VST  G_DES  R_DES  I_DES  Z_DES  Y_DES  G_PS  R_PS    I_PS   Z_PS   Y_PS   BpGaia GGaia  RpGaia
------------- -------- -------- ----- ------- ------- ------- ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------ ------
hd185975      307.0779 -87.4722 0.052  18.086  13.670   9.751  9.817  9.444  8.218  7.932  7.785  7.757  9.793  8.359  7.916  7.792  7.761  9.787  8.393  7.923  7.796  7.761  9.712  8.357  7.907  7.797  7.764  8.333  7.888  7.786  7.757  7.745  8.313  7.920  7.794  7.765  7.749  8.333  8.056  7.803
hd14943        35.7278 -51.0921 0.036  11.838   8.608   7.171  7.205  6.496  5.888  5.945  6.097  6.187  7.067  5.900  5.952  6.078  6.179  7.054  5.902  5.949  6.066  6.181  7.007  5.893  5.957  6.067  6.179  5.895  5.969  6.102  6.182  6.214  5.890  5.950  6.070  6.172  6.198  6.016  5.991  6.080
hd60753       113.3638 -50.5842 0.032   6.963   6.924   6.851  6.852  6.555  6.596  6.809  7.101  7.253  6.791  6.538  6.826  7.070  7.238  6.786  6.527  6.818  7.052  7.239  6.775  6.536  6.838  7.053  7.229  6.547  6.863  7.105  7.256  7.331  6.553  6.821  7.060  7.216  7.302  6.636  6.763  7.061
hd200654      316.6438 -49.9633 0.025  16.414  12.925  10.405 10.460 10.028  9.214  8.911  8.679  8.595 10.397  9.342  8.894  8.696  8.604 10.389  9.372  8.905  8.705  8.604 10.322  9.343  8.883  8.705  8.608  9.319  8.857  8.677  8.593  8.569  9.304  8.900  8.701  8.616  8.575  9.299  8.998  8.704
hd160617      265.7054 -40.3200 0.029  14.580  11.690   9.841  9.881  9.463  8.803  8.616  8.504  8.493  9.813  8.889  8.606  8.510  8.492  9.805  8.909  8.611  8.512  8.493  9.752  8.887  8.599  8.513  8.492  8.873  8.585  8.505  8.492  8.498  8.862  8.609  8.511  8.492  8.494  8.894  8.699  8.521
mucol          86.4996 -32.3064 0.034   3.784   3.931   4.543  4.528  4.615  5.008  5.361  5.809  6.111  4.539  4.904  5.389  5.764  6.068  4.540  4.882  5.376  5.737  6.071  4.565  4.904  5.406  5.739  6.052  4.921  5.446  5.815  6.112  6.254  4.933  5.381  5.749  6.017  6.208  4.943  5.226  5.754
hd37962        85.2165 -31.3511 0.034  17.627  12.859   9.317  9.372  9.055  7.950  7.687  7.549  7.524  9.350  8.081  7.672  7.556  7.527  9.345  8.111  7.679  7.560  7.527  9.280  8.079  7.664  7.561  7.530  8.056  7.647  7.550  7.523  7.516  8.038  7.676  7.558  7.530  7.517  8.061  7.804  7.567
c26202         53.1368 -27.8635 0.034       *  18.537  17.754 17.799 17.434 16.590 16.370 16.257 16.249 17.748 16.699 16.358 16.262 16.245 17.743 16.723 16.363 16.266 16.247 17.684 16.697 16.352 16.266 16.246 16.679 16.337 16.257 16.246 16.269 16.663 16.361 16.264 16.242 16.250 16.691 16.473 16.273
hd205905      324.7923 -27.3066 0.026  15.938  11.811   8.246  8.301  7.954  6.841  6.594  6.481  6.471  8.274  6.967  6.580  6.485  6.473  8.268  6.996  6.586  6.488  6.473  8.201  6.964  6.572  6.488  6.476  6.943  6.558  6.482  6.471  6.466  6.925  6.584  6.486  6.474  6.467  6.956  6.714  6.496
hd031128       73.0408 -27.0639 0.035  15.632  12.217  10.204 10.242  9.903  9.213  9.016  8.903  8.891 10.192  9.305  9.006  8.908  8.890 10.187  9.326  9.012  8.911  8.891 10.136  9.303  8.999  8.912  8.890  9.288  8.986  8.903  8.890  8.896  9.275  9.009  8.909  8.890  8.892  9.303  9.104  8.920
hd38949        87.0836 -24.4638 0.034  16.122  12.280   9.151  9.199  8.844  7.886  7.661  7.564  7.565  9.158  7.999  7.649  7.567  7.564  9.152  8.025  7.654  7.568  7.565  9.092  7.996  7.642  7.569  7.567  7.978  7.629  7.565  7.565  7.567  7.962  7.652  7.567  7.564  7.565  7.994  7.775  7.578
hd009051       22.1933 -24.3403 0.036  17.319  14.622  10.734 10.828 10.368  9.097  8.701  8.407  8.287 10.789  9.275  8.680  8.428  8.302 10.780  9.317  8.693  8.441  8.302 10.682  9.276  8.665  8.441  8.309  9.242  8.633  8.405  8.285  8.241  9.221  8.687  8.435  8.322  8.255  9.196  8.803  8.435
hd111980      193.3129 -18.5222 0.027  15.404  12.005   9.586  9.631  9.252  8.463  8.243  8.112  8.087  9.575  8.566  8.231  8.119  8.089  9.569  8.590  8.238  8.123  8.089  9.511  8.564  8.224  8.123  8.090  8.547  8.208  8.113  8.085  8.083  8.533  8.235  8.121  8.091  8.082  8.559  8.337  8.130
sirius        101.2872 -16.7161 0.033   0.817   0.159  -0.513 -0.495 -1.201 -1.524 -1.320 -1.032 -0.893 -0.634 -1.567 -1.302 -1.063 -0.908 -0.646 -1.576 -1.310 -1.081 -0.905 -0.673 -1.572 -1.291 -1.080 -0.911 -1.561 -1.265 -1.028 -0.901 -0.843 -1.559 -1.307 -1.073 -0.921 -0.872 -1.414 -1.339 -1.070
hd074000      130.2104 -16.3439 0.054  14.854  12.293  10.674 10.708 10.322  9.724  9.569  9.484  9.485 10.646  9.798  9.561  9.487  9.482 10.639  9.815  9.565  9.489  9.483 10.593  9.796  9.556  9.489  9.481  9.784  9.545  9.485  9.484  9.496  9.774  9.563  9.487  9.480  9.490  9.813  9.646  9.498
lamlep         79.8939 -13.1768 0.033   3.050   3.232   3.766  3.753  3.792  4.137  4.475  4.908  5.193  3.756  4.038  4.502  4.864  5.153  3.757  4.018  4.490  4.839  5.156  3.778  4.038  4.519  4.840  5.138  4.054  4.558  4.914  5.194  5.328  4.065  4.495  4.850  5.106  5.283  4.090  4.353  4.855
vb8           253.8971  -8.3945 0.026       *       *  18.657 19.291 20.745 17.198 15.924 12.843 11.616 22.033 17.538 15.947 13.055 11.752 21.997 17.745 16.048 13.277 11.740 21.805 17.596 15.816 13.211 11.867 16.949 15.478 12.792 11.584 11.222 17.402 15.985 13.206 11.955 11.305 17.115 13.852 12.725
gj7541a       290.1455  -7.6667 0.032  13.860  12.900  12.278 12.280 12.230 12.259 12.380 12.607 12.811 12.269 12.235 12.391 12.580 12.780 12.268 12.231 12.385 12.564 12.782 12.258 12.233 12.399 12.566 12.767 12.238 12.417 12.612 12.815 12.918 12.239 12.388 12.571 12.743 12.884 12.276 12.381 12.588
gd108_005_sh  150.1972  -7.5587 0.040  12.399  12.774  13.174 13.163 13.184 13.443 13.752 14.137 14.343 13.166 13.351 13.776 14.099 14.328 13.166 13.332 13.765 14.076 14.323 13.185 13.350 13.791 14.077 14.338 13.366 13.825 14.143 14.349 13.768 13.376 13.769 14.086 14.317 14.418 13.412 13.632 14.069
feige110      349.9933  -5.1656 0.025   9.969  10.378  11.100 11.083 11.233 11.681 12.053 12.520 12.836 11.104 11.570 12.082 12.473 12.792 11.106 11.547 12.069 12.446 12.794 11.135 11.569 12.100 12.447 12.775 11.588 12.142 12.526 12.840 12.986 11.601 12.074 12.458 12.739 12.938 11.593 11.901 12.464
gd50_004_sh    57.2088  -0.9750 0.032  11.981  12.590  13.415 13.400 13.536 13.921 14.285 14.726 14.956 13.418 13.822 14.316 14.683 14.939 13.420 13.801 14.305 14.658 14.933 13.447 13.821 14.333 14.659 14.947 13.837 14.375 14.732 14.964 14.298 13.848 14.308 14.669 14.928 15.085 13.857 14.131 14.651
sun_reference   0.0000   0.0000 0.000 -14.416 -21.544 -25.230 -25.17 -25.50 -26.64 -26.92 -27.05 -27.05 -25.19 -26.50 -26.94 -27.04 -27.05 -25.19 -26.47 -26.93 -27.03 -27.05 -25.26 -26.50 -26.94 -27.03 -27.05 -26.52 -26.96 -27.05 -27.05 -27.06 -26.54 -26.93 -27.04 -27.05 -27.05 -26.53 -26.79 -27.03
sf1615_001a   244.5593   0.0024 0.023       *  19.610  18.208 18.266 17.899 16.878 16.566 16.363 16.297 18.230 17.023 16.550 16.377 16.303 18.223 17.057 16.559 16.385 16.303 18.161 17.023 16.539 16.385 16.308 16.997 16.516 16.362 16.293 16.278 16.978 16.554 16.381 16.315 16.273 16.975 16.673 16.386
lds749b       323.0677   0.2540 0.027  15.576  14.719  14.466 14.463 14.476 14.614 14.799 15.083 15.319 14.462 14.565 14.816 15.053 15.284 14.462 14.557 14.808 15.034 15.286 14.461 14.564 14.827 15.035 15.269 14.573 14.853 15.088 15.322 15.442 14.576 14.811 15.041 15.241 15.401 14.607 14.766 15.055
bd02d3375     264.9408   2.4164 0.025  15.544  12.762  11.000 11.037 10.665 10.021  9.823  9.694  9.671 10.980 10.110  9.812  9.701  9.672 10.974 10.130  9.818  9.705  9.672 10.927 10.109  9.805  9.705  9.671 10.093  9.789  9.694  9.670  9.675 10.082  9.815  9.703  9.673  9.671 10.107  9.904  9.712
hs2027        307.3854   7.0189 0.028  14.905  15.641  15.979 15.966 16.103 16.536 16.828 17.266 17.592 15.985 16.445 16.850 17.219 17.543 15.987 16.424 16.838 17.193 17.543 16.006 16.445 16.866 17.193 17.517 16.461 16.904 17.272 17.600 17.822 16.473 16.842 17.205 17.476 17.742 16.447 16.725 17.213
ksi2ceti       37.0397   8.4601 0.033   5.843   5.590   5.122  5.138  4.417  4.190  4.410  4.710  4.843  4.987  4.138  4.428  4.678  4.830  4.974  4.127  4.420  4.659  4.833  4.945  4.134  4.440  4.660  4.826  4.145  4.467  4.714  4.834  4.896  4.149  4.423  4.667  4.818  4.867  4.291  4.378  4.667
hz4            58.8404   9.7885 0.028  14.453  14.515  14.712 14.709 14.705 14.445 14.676 15.011 15.270 14.711 14.428 14.706 14.975 15.238 14.710 14.427 14.699 14.953 15.236 14.717 14.420 14.719 14.955 15.223 14.427 14.752 15.017 15.279 15.405 14.423 14.699 14.962 15.191 15.363 14.530 14.664 14.999
hd106252      183.3729  10.0416 0.028  17.768  12.321   8.869  8.923  8.576  7.519  7.275  7.158  7.148  8.892  7.642  7.261  7.163  7.149  8.886  7.670  7.267  7.165  7.149  8.821  7.639  7.254  7.166  7.151  7.619  7.239  7.159  7.148  7.146  7.601  7.265  7.163  7.150  7.146  7.630  7.391  7.174
gd71           88.1150  15.8872 0.067  11.165  11.735  12.421 12.406 12.545 12.901 13.255 13.711 14.031 12.425 12.805 13.285 13.665 13.985 12.426 12.786 13.272 13.638 13.988 12.452 12.804 13.302 13.639 13.968 12.821 13.344 13.718 14.035 14.184 12.831 13.276 13.649 13.930 14.138 12.841 13.127 13.662
bd_17d4708    332.8792  18.0925 0.028  14.819  12.314  10.549 10.585 10.185  9.540  9.364  9.264  9.254 10.521  9.622  9.355  9.268  9.254 10.514  9.640  9.360  9.270  9.254 10.465  9.620  9.349  9.271  9.254  9.607  9.336  9.264  9.253  9.256  9.596  9.357  9.269  9.254  9.254  9.630  9.446  9.279
hd209458      330.7949  18.8843 0.028       *  10.025   9.022  9.070  8.692  7.734  7.525  7.442  7.451  9.023  7.842  7.514  7.444  7.450  9.017  7.867  7.518  7.444  7.450  8.954  7.839  7.507  7.445  7.452  7.822  7.496  7.444  7.451  7.452  7.806  7.517  7.443  7.448  7.451  7.846  7.637  7.455
gd153         194.2597  22.0313 0.030  11.339  11.936  12.663 12.647 12.796 13.211 13.576 14.042 14.367 12.667 13.108 13.606 13.995 14.321 12.669 13.087 13.593 13.967 14.323 12.696 13.107 13.624 13.969 14.303 13.125 13.667 14.048 14.371 14.523 13.136 13.598 13.980 14.265 14.473 13.134 13.435 13.989
bd21d0607      63.6480  22.3512 0.057  14.790  12.026  10.262 10.297  9.922  9.291  9.123  9.029  9.026 10.238  9.371  9.114  9.034  9.024 10.232  9.389  9.119  9.035  9.025 10.186  9.369  9.108  9.036  9.024  9.356  9.097  9.030  9.025  9.033  9.345  9.117  9.034  9.024  9.028  9.380  9.204  9.045
bd26d2606     222.2596  25.7025 0.023  14.850  12.375  10.735 10.770 10.390  9.784  9.611  9.510  9.496 10.710  9.863  9.602  9.514  9.496 10.704  9.882  9.607  9.517  9.497 10.659  9.862  9.596  9.517  9.495  9.849  9.583  9.510  9.495  9.501  9.838  9.604  9.515  9.496  9.497  9.871  9.690  9.524
bd29d2091     161.8465  28.3989 0.027  17.575  13.391  11.313 11.352 11.044 10.346 10.125  9.988  9.964 11.310 10.446 10.113  9.996  9.965 11.305 10.469 10.120 10.000  9.965 11.254 10.445 10.106 10.000  9.965 10.427 10.089  9.988  9.964  9.967 10.414 10.117  9.998  9.966  9.963 10.431 10.215 10.007
bd_28d4211    327.7961  28.8644 0.025   8.146   8.869   9.679  9.661  9.837 10.353 10.751 11.240 11.570  9.685 10.232 10.781 11.191 11.531  9.687 10.206 10.766 11.163 11.529  9.718 10.231 10.799 11.164 11.512 10.252 10.844 11.247 11.585 11.735 10.266 10.772 11.175 11.472 11.690 10.243 10.575 11.180
hz43          199.0910  29.0987 0.011  10.760  11.399  12.164 12.147 12.305 12.768 13.143 13.609 13.922 12.168 12.657 13.173 13.562 13.884 12.170 12.635 13.159 13.535 13.883 12.199 12.657 13.191 13.536 13.866 12.675 13.233 13.615 13.937 14.083 12.688 13.165 13.547 13.828 14.036 12.676 12.987 13.554
hd37725        85.4765  29.2975 0.043  13.442  10.769   9.543  9.573  8.884  8.304  8.374  8.534  8.624  9.444  8.311  8.383  8.514  8.616  9.432  8.312  8.380  8.502  8.618  9.392  8.305  8.388  8.503  8.616  8.307  8.402  8.538  8.618  8.650  8.303  8.380  8.507  8.609  8.635  8.430  8.414  8.517
p330e         247.8909  30.1462 0.025       *  17.758  14.473 14.530 14.192 13.123 12.855 12.708 12.681 14.501 13.254 12.840 12.715 12.684 14.496 13.285 12.847 12.719 12.684 14.428 13.252 12.831 12.720 12.687 13.229 12.813 12.708 12.680 12.672 13.211 12.844 12.717 12.687 12.673 13.231 12.969 12.727
hd159222      263.0041  34.2711 0.026  16.111  11.784   8.079  8.138  7.786  6.628  6.371  6.253  6.241  8.113  6.758  6.357  6.258  6.243  8.107  6.789  6.363  6.260  6.243  8.037  6.755  6.349  6.261  6.247  6.734  6.334  6.255  6.241  6.233  6.715  6.361  6.258  6.246  6.236  6.744  6.494  6.269
hz44          200.8974  36.1333 0.025  10.029  10.290  10.942 10.927 11.074 11.524 11.885 12.363 12.683 10.946 11.419 11.914 12.315 12.645 10.948 11.397 11.900 12.286 12.644 10.974 11.418 11.932 12.288 12.627 11.437 11.976 12.370 12.698 12.848 11.448 11.905 12.299 12.589 12.801 11.437 11.743 12.304
hd93521       162.0980  37.5702 0.026   6.058   5.985   6.409  6.396  6.458  6.857  7.198  7.622  7.905  6.403  6.752  7.223  7.580  7.872  6.404  6.730  7.210  7.555  7.871  6.422  6.752  7.240  7.556  7.857  6.770  7.277  7.628  7.916  8.042  6.782  7.216  7.565  7.823  8.002  6.792  7.064  7.570
alpha_lyr     279.2347  38.7836 0.026   2.103   1.651   1.071  1.093  0.298 -0.045  0.143  0.412  0.533  0.928 -0.084  0.160  0.382  0.522  0.913 -0.092  0.153  0.365  0.525  0.881 -0.089  0.171  0.367  0.523 -0.079  0.194  0.417  0.524  0.573 -0.077  0.155  0.373  0.513  0.546  0.070  0.130  0.375
10lac         339.8153  39.0503 0.023   3.819   3.984   4.371  4.358  4.424  4.749  5.048  5.442  5.713  4.366  4.661  5.072  5.402  5.675  4.367  4.644  5.060  5.378  5.677  4.388  4.661  5.087  5.379  5.660  4.676  5.122  5.448  5.715  5.846  4.686  5.065  5.388  5.628  5.803  4.701  4.947  5.396
feige34       159.9030  43.1028 0.028   9.007   9.558  10.337 10.318 10.489 11.019 11.397 11.830 12.098 10.342 10.898 11.425 11.789 12.067 10.344 10.873 11.411 11.766 12.066 10.376 10.899 11.442 11.767 12.053 10.918 11.484 11.835 12.109 12.225 10.934 11.417 11.776 12.020 12.189 10.902 11.222 11.779
hd116405      200.6880  44.7150 0.027   9.790   9.479   9.069  9.083  8.414  8.235  8.459  8.768  8.909  8.941  8.181  8.478  8.736  8.894  8.930  8.170  8.470  8.716  8.897  8.902  8.177  8.491  8.718  8.888  8.188  8.518  8.773  8.901  8.970  8.192  8.473  8.725  8.879  8.939  8.329  8.424  8.724
p177d         239.8065  47.6116 0.029       *  18.307  15.044 15.105 14.749 13.595 13.323 13.175 13.148 15.079 13.729 13.308 13.184 13.151 15.073 13.761 13.314 13.188 13.151 15.002 13.727 13.299 13.189 13.154 13.704 13.281 13.176 13.146 13.137 13.686 13.312 13.185 13.154 13.139 13.708 13.440 13.195
g191b2b        76.3775  52.8311 0.031   9.540  10.199  10.992 10.975 11.139 11.627 12.010 12.488 12.815 10.997 11.513 12.040 12.439 12.768 10.999 11.489 12.026 12.412 12.770 11.028 11.513 12.058 12.413 12.750 11.532 12.101 12.494 12.820 12.974 11.545 12.031 12.424 12.711 12.926 11.527 11.849 12.430
snap1         247.3990  52.9314 0.029       *  15.120  15.320 15.308 15.336 15.569 15.880 16.254 16.492 15.314 15.481 15.906 16.218 16.461 15.314 15.464 15.894 16.197 16.463 15.334 15.480 15.922 16.199 16.451 15.495 15.957 16.260 16.492 16.588 15.504 15.899 16.206 16.425 16.558 15.545 15.774 16.214
bd54d1216     124.8440  54.0860 0.029  15.948  12.636  10.754 10.790 10.438  9.778  9.596  9.493  9.487 10.737  9.864  9.586  9.497  9.486 10.731  9.884  9.591  9.499  9.487 10.682  9.862  9.580  9.500  9.486  9.848  9.567  9.494  9.487  9.493  9.836  9.589  9.498  9.486  9.489  9.868  9.681  9.509
snap2         244.9421  55.5716 0.028       *  18.916  17.698 17.756 17.448 16.336 16.050 15.895 15.866 17.737 16.475 16.034 15.904 15.868 17.732 16.508 16.042 15.909 15.869 17.665 16.474 16.026 15.910 15.872 16.450 16.008 15.895 15.864 15.859 16.431 16.039 15.906 15.874 15.855 16.442 16.169 15.916
hd165459      270.6281  58.6273 0.028  11.482   9.165   8.045  8.074  7.366  6.822  6.930  7.129  7.235  7.940  6.817  6.941  7.106  7.226  7.927  6.815  6.937  7.091  7.227  7.890  6.810  6.948  7.093  7.225  6.815  6.965  7.133  7.229  7.266  6.812  6.938  7.097  7.217  7.248  6.949  6.957  7.106
hd158485      261.5201  58.6519 0.029  10.597   8.795   7.705  7.735  6.998  6.460  6.555  6.733  6.822  7.593  6.457  6.566  6.712  6.815  7.579  6.457  6.562  6.699  6.817  7.541  6.451  6.572  6.700  6.815  6.455  6.587  6.737  6.816  6.847  6.452  6.563  6.704  6.809  6.832  6.586  6.583  6.712
hd163466      268.1057  60.3964 0.028  12.190   9.525   8.167  8.203  7.435  6.840  6.893  7.032  7.112  8.050  6.851  6.899  7.015  7.105  8.036  6.853  6.897  7.003  7.107  7.987  6.845  6.904  7.005  7.106  6.847  6.915  7.036  7.107  7.135  6.842  6.897  7.008  7.100  7.121  6.968  6.936  7.017
bd60d1753     261.2178  60.4308 0.029  12.371  11.543  10.750 10.773  9.997  9.625  9.802 10.062 10.174 10.615  9.591  9.818 10.034 10.164 10.601  9.584  9.812 10.017 10.167 10.567  9.586  9.829 10.018 10.161  9.594  9.851 10.067 10.166 10.217  9.595  9.814 10.024 10.155 10.192  9.742  9.795 10.026
1802271       270.6132  60.7266 0.028  14.937  13.966  13.139 13.164 12.388 11.955 12.109 12.346 12.449 13.009 11.929 12.124 12.320 12.441 12.995 11.925 12.118 12.304 12.444 12.961 11.924 12.133 12.305 12.441 11.931 12.154 12.350 12.442 12.481 11.931 12.120 12.311 12.435 12.460 12.076 12.113 12.314
1812095       273.0400  63.4950 0.027  17.642  14.547  13.077 13.114 12.382 11.727 11.780 11.930 12.009 12.967 11.743 11.787 11.911 12.002 12.953 11.746 11.784 11.899 12.004 12.899 11.736 11.792 11.900 12.003 11.737 11.804 11.934 12.003 12.034 11.732 11.785 11.904 11.997 12.017 11.861 11.829 11.912
hd180609      288.1966  64.1770 0.024  13.370  11.709  10.664 10.696  9.900  9.397  9.504  9.691  9.776 10.535  9.388  9.516  9.670  9.769 10.521  9.386  9.511  9.657  9.771 10.479  9.382  9.523  9.658  9.768  9.387  9.539  9.695  9.769  9.806  9.385  9.513  9.662  9.764  9.787  9.522  9.526  9.667
1805292       271.3720  64.4644 0.028  16.637  14.650  13.535 13.565 12.790 12.266 12.377 12.572 12.664 13.412 12.258 12.389 12.549 12.657 13.398 12.256 12.384 12.535 12.659 13.358 12.252 12.396 12.537 12.656 12.257 12.413 12.576 12.658 12.691 12.254 12.385 12.541 12.651 12.675 12.393 12.400 12.547
1740346       265.1445  65.4542 0.028  16.765  14.881  13.729 13.761 13.038 12.475 12.527 12.665 12.747 13.621 12.486 12.534 12.647 12.739 13.608 12.488 12.532 12.637 12.741 13.564 12.480 12.539 12.638 12.738 12.482 12.550 12.668 12.742 12.775 12.477 12.532 12.641 12.732 12.759 12.599 12.570 12.650
kf06t2        269.6583  66.7812 0.028       *  20.458  16.658 16.871 16.521 14.198 13.619 13.217 13.031 17.045 14.478 13.588 13.247 13.057 17.034 14.547 13.607 13.265 13.056 16.921 14.485 13.567 13.264 13.064 14.427 13.524 13.214 13.032 12.960 14.397 13.597 13.257 13.085 12.992 14.289 13.734 13.247
1743045       265.7687  66.9171 0.028  20.005  16.462  14.843 14.881 14.164 13.532 13.529 13.613 13.676 14.743 13.563 13.532 13.601 13.671 14.730 13.570 13.530 13.593 13.672 14.680 13.558 13.534 13.595 13.671 13.556 13.540 13.616 13.675 13.693 13.549 13.531 13.596 13.666 13.687 13.657 13.589 13.607
1757132       269.3052  67.0613 0.028  18.595  14.959  13.174 13.213 12.491 11.814 11.817 11.919 11.987 13.077 11.845 11.820 11.905 11.981 13.064 11.852 11.819 11.896 11.982 13.015 11.840 11.823 11.897 11.981 11.839 11.830 11.922 11.982 12.008 11.831 11.819 11.899 11.976 11.995 11.944 11.881 11.908
1808347       272.1446  69.4580 0.027  17.374  14.583  13.350 13.383 12.651 12.080 12.131 12.258 12.338 13.241 12.089 12.138 12.241 12.330 13.228 12.092 12.136 12.231 12.332 13.184 12.084 12.142 12.233 12.330 12.085 12.153 12.261 12.333 12.367 12.081 12.136 12.235 12.323 12.350 12.204 12.171 12.246
grw_70d5824   204.7103  70.2855 0.020  11.796  12.160  12.568 12.557 12.626 12.669 12.962 13.360 13.650 12.568 12.611 12.992 13.318 13.609 12.569 12.600 12.982 13.294 13.611 12.586 12.605 13.007 13.296 13.593 12.618 13.044 13.366 13.653 13.790 12.621 12.984 13.304 13.558 13.748 12.689 12.897 13.328
1732526       263.2191  71.0785 0.027  16.377  14.758  13.736 13.765 13.027 12.494 12.602 12.798 12.900 13.622 12.488 12.613 12.776 12.891 13.609 12.487 12.608 12.762 12.893 13.572 12.482 12.621 12.763 12.891 12.487 12.638 12.802 12.894 12.929 12.484 12.610 12.767 12.884 12.911 12.621 12.628 12.776
p041c         222.9916  71.7215 0.026       *  16.655  13.506 13.562 13.207 12.116 11.868 11.751 11.743 13.530 12.241 11.854 11.756 11.744 13.524 12.270 11.860 11.758 11.744 13.457 12.238 11.846 11.759 11.746 12.218 11.831 11.752 11.743 11.743 12.200 11.858 11.756 11.744 11.742 12.229 11.986 11.767
bd_75d325     122.7062  74.9661 0.022   7.603   7.988   8.723  8.706  8.871  9.388  9.771 10.252 10.573  8.728  9.271  9.799 10.204 10.535  8.730  9.246  9.785 10.175 10.534  8.758  9.271  9.818 10.178 10.515  9.291  9.861 10.258 10.589 10.743  9.305  9.790 10.187 10.478 10.697  9.279  9.605 10.192
agk_81d266    140.3299  81.7243 0.024   9.732  10.307  11.112 11.094 11.261 11.767 12.157 12.643 12.977 11.116 11.648 12.188 12.594 12.929 11.119 11.624 12.174 12.566 12.932 11.149 11.649 12.206 12.567 12.911 11.668 12.250 12.649 12.981 13.140 11.682 12.179 12.578 12.871 13.090 11.661 11.989 12.584
VEGA 2000            *        *     *   2.189   1.667   1.015  1.035  0.241 -0.072  0.119  0.397  0.520  0.865 -0.113  0.136  0.366  0.511  0.851 -0.121  0.129  0.347  0.514  0.818 -0.117  0.147  0.349  0.510 -0.108  0.172  0.403  0.510  0.559 -0.106  0.132  0.354  0.502  0.531  0.040  0.104  0.357
wd1026_453           *        *     *  14.218  14.783  15.469 15.458 15.612 15.955 16.130      *      * 15.485 15.895 16.162      *      * 15.487 15.875 16.166      *      * 15.513 15.894 16.155      *      * 15.908 16.174 15.854 15.976 15.990 15.921 16.158      *      *      * 15.811 15.881      *
hz43b                *        *     *       *       *  12.907 12.907      * 14.157 13.728 12.308 11.808      * 14.270 13.709 12.433 11.850      * 14.307 13.732 12.516 11.852      * 14.293 13.660 12.515 11.879 14.104 13.531 12.293 11.785 11.651 14.270 13.726 12.478 11.921 11.682 13.913 12.869 12.412
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