Filter Transformations, Star Colours and Dust Reddening

 

SkyMapper filters differ significantly from SDSS 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) assuming a Fitzpatrick et al. 1999 reddening law. These values are consistent with findings in the literature. 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             |  4.329
 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
------------------+--------

The following figure summarises SkyMapper colours for unreddened stars, based on empirical spectra from Pickles (1998), synthetic white dwarf spectra from Koester (priv. comm.) as well as the observed spetra of ultra-cool white dwarfs from Harris et al. (1999) and Gates et al. (2004):

Below we provide the AB colour terms between the SkyMapper system and the SDSS Primed system. If you only know the colour of a star but not its spectral type and metallicty, we recommend using only stars marked with (*) as their colour terms have low scatter as a function of colour. Colour indices are labelled XmY for filter X minus filter Y, with any filter being labelled smA or spB where A is a SkyMapper bandpass from {u,v,g,r,i,z} and B is a SDSS primed bandpass from {u,g,r,i,z}. We also include the colour index NUVGALEX-uSM in the column gnmsmu. Based on the stellar spectral library from Pickles (1998).

 object | spumspg | spgmspr | sprmspi | spimspz | smu20msmv | smumsmv | smvmsmg | smgmsmr | smrmsmi | smimsmz | smgmspg | gnmsmu  | smu20mspu | smumspu | smvmspu | smrmspr | smimspi | smzmspz | smu20mspg | smumspg | smvmspg | smzmspi 
--------+---------+---------+---------+---------+-----------+---------+---------+---------+---------+---------+---------+---------+-----------+---------+---------+---------+---------+---------+-----------+---------+---------+---------
 f02iv  |  1.0868 |  0.1387 | -0.0075 | -0.0597 |    0.5507 |  0.5902 |  0.6687 |  0.0806 | -0.0116 | -0.0627 | -0.0548 |  2.2097 |    0.0779 |  0.1173 | -0.4728 |  0.0033 |  0.0073 |  0.0104 |    1.1647 |  1.2042 |  0.6139 |  0.0701
 f0i    |    1.37 | -0.0098 | -0.0386 |  -0.009 |    1.1019 |   1.171 |  0.5304 | -0.0199 | -0.0525 | -0.0052 | -0.0148 |  2.5673 |    0.2475 |  0.3166 | -0.8544 | -0.0047 |  0.0091 |  0.0053 |    1.6175 |  1.6866 |  0.5156 |  0.0143
 f0ii   |  1.3121 | -0.0634 | -0.1034 | -0.0869 |    1.1477 |  1.2113 |  0.4388 |  -0.057 | -0.1271 | -0.0708 |  0.0005 |  2.2149 |     0.275 |  0.3386 | -0.8727 | -0.0058 |  0.0178 |  0.0017 |    1.5871 |  1.6507 |  0.4394 |  0.0886
 f0iii  |  1.1957 |  0.0458 |  -0.052 | -0.0041 |    0.6809 |  0.7254 |  0.6519 |  0.0128 | -0.0596 | -0.0041 | -0.0346 |  2.0418 |    0.1025 |   0.147 | -0.5783 | -0.0016 |  0.0059 |  0.0059 |    1.2982 |  1.3427 |  0.6173 |  0.0101
 f0v    |  1.1009 |  0.0973 | -0.0181 | -0.0852 |     0.541 |  0.5754 |  0.6715 |  0.0518 | -0.0245 | -0.0879 |  -0.045 |  1.8581 |    0.0667 |   0.101 | -0.4743 |  0.0004 |  0.0069 |  0.0095 |    1.1676 |   1.202 |  0.6265 |  0.0948
 f2ii   |  1.3409 |  0.1233 | -0.0453 | -0.0294 |    0.8299 |  0.8837 |  0.7134 |  0.0661 | -0.0509 | -0.0197 | -0.0546 |  2.2244 |    0.1477 |  0.2015 | -0.6822 |  0.0025 |  0.0081 | -0.0016 |    1.4887 |  1.5424 |  0.6587 |  0.0278
 f2iii  |  1.1332 |  0.2148 | -0.0024 | -0.0202 |    0.5145 |  0.5643 |   0.749 |  0.1325 | -0.0042 | -0.0136 | -0.0762 |  2.3343 |    0.0542 |  0.1039 | -0.4603 |   0.006 |  0.0079 |  0.0013 |    1.1874 |  1.2372 |  0.6728 |  0.0216
 f2v    |  1.0734 |  0.1752 |  0.0234 | -0.0106 |     0.472 |   0.513 |   0.718 |  0.1042 |  0.0261 | -0.0133 |  -0.067 |  2.1839 |    0.0495 |  0.0905 | -0.4224 |  0.0039 |  0.0013 |  0.0039 |     1.123 |   1.164 |   0.651 |  0.0146
 f8i    |  1.6806 |  0.3391 |  0.0165 | -0.0173 |    0.7871 |  0.8881 |  1.1075 |  0.2063 |  0.0187 | -0.0082 | -0.1227 |  3.4239 |    0.0913 |  0.1923 | -0.6958 |    0.01 |  0.0077 | -0.0012 |    1.7719 |   1.873 |  0.9848 |   0.016
 f8iv   |  1.2434 |  0.3111 |  0.0882 |  -0.002 |    0.3107 |  0.3613 |  1.0255 |  0.1946 |  0.0999 | -0.0074 | -0.1076 |  2.9733 |   -0.0148 |  0.0357 | -0.3256 |  0.0088 | -0.0028 |  0.0025 |    1.2286 |  1.2792 |  0.9178 |  0.0046 *
 f8v    |   1.188 |  0.3356 |   0.089 |  0.0329 |    0.3623 |  0.4139 |  0.9389 |  0.2148 |  0.1068 |  0.0294 | -0.1089 |  3.1701 |    0.0043 |  0.0559 |  -0.358 |  0.0117 |  -0.006 | -0.0024 |    1.1923 |  1.2439 |    0.83 | -0.0354 *
 g0i    |  1.7233 |  0.5301 |  0.0816 | -0.0102 |    0.4653 |   0.564 |  1.4014 |  0.3359 |  0.0966 | -0.0033 | -0.1747 |    3.23 |   -0.0312 |  0.0674 | -0.4965 |  0.0195 |  0.0045 | -0.0022 |    1.6921 |  1.7908 |  1.2267 |  0.0079
 k0iii  |  2.2242 |  0.6954 |  0.2614 |  0.1088 |    0.2177 |  0.3601 |   1.992 |  0.4534 |  0.3075 |   0.105 | -0.2164 |  5.3168 |   -0.2309 | -0.0885 | -0.4486 |  0.0255 | -0.0205 | -0.0168 |    1.9933 |  2.1357 |  1.7756 | -0.1256
 k0iv   |   2.064 |  0.7104 |  0.2397 |  0.1291 |    0.2199 |  0.3483 |   1.869 |  0.4628 |  0.2874 |  0.1207 | -0.2205 |   4.907 |   -0.1956 | -0.0672 | -0.4155 |  0.0269 | -0.0207 | -0.0123 |    1.8684 |  1.9968 |  1.6484 | -0.1415
 k0v    |  1.6784 |  0.5762 |  0.2043 |  0.0666 |    0.2779 |  0.3682 |  1.4755 |  0.3793 |  0.2399 |  0.0602 | -0.1747 |  4.3202 |   -0.0997 | -0.0094 | -0.3776 |  0.0221 | -0.0133 | -0.0069 |    1.5787 |   1.669 |  1.3007 | -0.0735 *
 k1iii  |  2.3741 |   0.776 |  0.2861 |  0.1386 |    0.1806 |  0.3446 |   2.146 |  0.5037 |  0.3402 |  0.1362 | -0.2428 |  5.8089 |   -0.2903 | -0.1264 |  -0.471 |  0.0294 | -0.0246 | -0.0223 |    2.0837 |  2.2477 |  1.9031 | -0.1609
 f5i    |  1.3419 |  0.0649 | -0.0122 | -0.0166 |    0.9312 |  1.0101 |  0.6306 |  0.0302 | -0.0164 | -0.0111 | -0.0324 |  3.2333 |    0.1874 |  0.2663 | -0.7437 |  0.0022 |  0.0064 |   0.001 |    1.5294 |  1.6083 |  0.5982 |  0.0176
 f5iii  |  1.1632 |  0.2305 |  0.0359 | -0.0119 |    0.4742 |  0.5261 |  0.8037 |  0.1445 |  0.0417 | -0.0069 | -0.0779 |  2.1706 |    0.0366 |  0.0886 | -0.4375 |  0.0079 |  0.0021 | -0.0027 |    1.1999 |  1.2519 |  0.7257 |  0.0091
 f5iv   |  1.0917 |  0.2066 |  0.0391 | -0.0369 |    0.4312 |  0.4723 |  0.7642 |  0.1294 |  0.0457 |  -0.042 | -0.0697 |  2.4872 |    0.0339 |   0.075 | -0.3973 |  0.0073 |  0.0007 |  0.0058 |    1.1257 |  1.1667 |  0.6944 |  0.0428 *
 f5v    |  1.0516 |  0.2381 |  0.0295 | -0.0142 |    0.3741 |  0.4138 |  0.7878 |  0.1463 |  0.0389 |  -0.022 | -0.0839 |  2.6719 |    0.0264 |  0.0661 | -0.3476 |  0.0078 | -0.0014 |  0.0064 |     1.078 |  1.1177 |  0.7039 |  0.0206 *
 f6v    |  1.0967 |  0.2658 |  0.0721 | -0.0066 |    0.3667 |  0.4095 |  0.8367 |  0.1678 |  0.0838 | -0.0149 | -0.0895 |  2.4785 |    0.0172 |  0.0599 | -0.3495 |  0.0085 |  -0.003 |  0.0051 |     1.114 |  1.1567 |  0.7472 |  0.0118 *
 g2i    |  1.9727 |  0.6167 |  0.1202 | -0.0071 |    0.4082 |   0.527 |   1.672 |  0.3905 |  0.1427 | -0.0011 | -0.2042 |  4.0017 |   -0.0966 |  0.0221 | -0.5048 |  0.0219 | -0.0006 | -0.0065 |     1.876 |  1.9948 |  1.4678 |  0.0005
 g2iv   |  1.4829 |  0.4205 |   0.139 |  0.0387 |    0.2472 |  0.3076 |  1.3166 |  0.2665 |  0.1646 |  0.0291 | -0.1397 |  3.4365 |   -0.0588 |  0.0015 |  -0.306 |  0.0142 | -0.0113 | -0.0017 |    1.4241 |  1.4844 |  1.1768 | -0.0405 *
 g2v    |  1.3504 |  0.4185 |  0.1472 |  0.0424 |     0.301 |  0.3634 |  1.1464 |  0.2707 |  0.1724 |   0.037 | -0.1331 |   3.493 |   -0.0361 |  0.0262 | -0.3371 |  0.0146 | -0.0105 | -0.0051 |    1.3143 |  1.3767 |  1.0133 | -0.0476 *
 k01ii  |  2.8045 |  0.9333 |  0.2841 |  0.1547 |    0.0633 |  0.3033 |  2.5748 |  0.5967 |  0.3389 |  0.1612 | -0.3041 |  6.7507 |   -0.4704 | -0.2304 | -0.5338 |  0.0323 | -0.0223 | -0.0288 |     2.334 |   2.574 |  2.2706 | -0.1836
 k3v    |   2.123 |  0.7998 |  0.3043 |  0.1178 |    0.1623 |  0.3066 |  1.9604 |  0.5257 |  0.3582 |  0.1029 | -0.2442 |  5.2373 |   -0.2445 | -0.1002 | -0.4068 |  0.0298 | -0.0239 | -0.0091 |    1.8785 |  2.0228 |  1.7162 | -0.1269
 k4i    |  3.4273 |  1.3349 |  0.5858 |  0.3474 |   -0.5653 | -0.1618 |  3.3261 |  0.8634 |  0.6825 |  0.3374 | -0.4316 |   6.859 |   -1.0981 | -0.6945 | -0.5327 |  0.0398 | -0.0567 | -0.0467 |    2.3291 |  2.7327 |  2.8945 | -0.3941
 k4iii  |  3.1906 |  1.1124 |  0.4206 |  0.2448 |   -0.2504 |  0.0705 |  3.0132 |  0.7173 |  0.4981 |  0.2299 | -0.3587 |  7.4344 |   -0.7866 | -0.4656 | -0.5361 |  0.0363 |  -0.041 | -0.0261 |     2.404 |   2.725 |  2.6545 | -0.2709
 k4v    |  2.2465 |  0.9293 |   0.366 |  0.1486 |     0.018 |  0.1917 |   2.187 |  0.6084 |  0.4291 |  0.1369 | -0.2873 |  5.6904 |   -0.3288 | -0.1551 | -0.3468 |  0.0336 | -0.0294 | -0.0177 |    1.9177 |  2.0914 |  1.8996 | -0.1664
 k5iii  |  3.3156 |  1.1613 |  0.5547 |  0.3093 |   -0.2431 |  0.1251 |  3.0208 |  0.7619 |   0.646 |  0.2983 | -0.3624 |  7.6136 |   -0.9004 | -0.5321 | -0.6572 |  0.0369 | -0.0543 | -0.0433 |    2.4152 |  2.7835 |  2.6584 | -0.3527
 k5v    |  2.5915 |  1.0941 |  0.4013 |  0.1802 |   -0.0541 |   0.178 |  2.4835 |  0.7074 |  0.4839 |  0.1649 | -0.3431 |  6.0804 |   -0.5052 | -0.2731 | -0.4511 |  0.0436 |  -0.039 | -0.0237 |    2.0862 |  2.3184 |  2.1403 | -0.2039
 g5ii   |    1.85 |  0.6333 |  0.1823 |  0.0563 |    0.2172 |  0.3123 |  1.7044 |  0.4066 |  0.2179 |  0.0547 | -0.2045 |  4.2599 |   -0.1328 | -0.0378 | -0.3501 |  0.0221 | -0.0134 | -0.0117 |    1.7172 |  1.8122 |  1.4999 | -0.0681
 g5iii  |  1.8747 |  0.6203 |  0.2076 |  0.0758 |    0.2058 |  0.3065 |  1.7185 |  0.4023 |  0.2445 |  0.0685 | -0.1957 |  3.7445 |   -0.1461 | -0.0454 | -0.3519 |  0.0222 | -0.0146 | -0.0073 |    1.7286 |  1.8292 |  1.5227 | -0.0831
 g5iv   |  1.6167 |  0.5072 |  0.1598 |  0.0446 |    0.2498 |  0.3238 |  1.4463 |  0.3263 |  0.1905 |  0.0319 | -0.1622 |   3.982 |   -0.0827 | -0.0087 | -0.3325 |  0.0186 |  -0.012 |  0.0005 |     1.534 |   1.608 |  1.2841 |  -0.044 *
 g5v    |  1.4818 |  0.4476 |  0.1559 |  0.0543 |    0.3146 |  0.3886 |  1.2602 |  0.2887 |  0.1821 |  0.0523 | -0.1437 |  3.5406 |   -0.0506 |  0.0233 | -0.3653 |   0.015 |  -0.011 | -0.0091 |    1.4312 |  1.5052 |  1.1165 | -0.0634 *
 g8i    |  2.6953 |  0.9155 |  0.2249 |  0.0583 |    0.1749 |  0.4103 |   2.406 |  0.5915 |    0.26 |  0.0823 | -0.2905 |   4.768 |   -0.4048 | -0.1694 | -0.5798 |  0.0334 | -0.0016 | -0.0256 |    2.2904 |  2.5259 |  2.1155 |  -0.084
 g8iii  |   2.046 |   0.681 |  0.2327 |  0.1072 |    0.2495 |  0.3749 |  1.8345 |  0.4404 |  0.2747 |  0.1052 | -0.2167 |  4.5595 |   -0.1786 | -0.0532 | -0.4282 |  0.0238 |  -0.018 |  -0.016 |    1.8673 |  1.9928 |  1.6178 | -0.1233
 g8iv   |  1.8309 |  0.5871 |  0.2098 |  0.0861 |    0.2584 |  0.3583 |  1.6273 |  0.3835 |   0.244 |  0.0838 | -0.1824 |  4.4444 |   -0.1276 | -0.0277 | -0.3861 |  0.0211 |  -0.013 | -0.0107 |    1.7033 |  1.8032 |  1.4448 | -0.0968 *
 g8v    |  1.5975 |  0.5293 |   0.181 |  0.0495 |    0.1971 |    0.27 |  1.4697 |  0.3426 |  0.2138 |  0.0412 | -0.1673 |  3.8776 |   -0.0978 |  -0.025 |  -0.295 |  0.0193 | -0.0134 | -0.0052 |    1.4996 |  1.5725 |  1.3024 | -0.0547 *
 k2i    |  3.3087 |  1.1474 |  0.3624 |  0.1696 |   -0.2308 |  0.1219 |  3.0682 |  0.7333 |  0.4204 |  0.1916 | -0.3771 |  5.2685 |   -0.8484 | -0.4956 | -0.6176 |   0.037 | -0.0209 | -0.0429 |    2.4603 |   2.813 |  2.6911 | -0.2126
 k2iii  |   2.523 |  0.8551 |  0.3282 |  0.1626 |    0.2372 |  0.4398 |  2.2178 |  0.5583 |  0.3891 |  0.1557 | -0.2658 |  6.5388 |   -0.3338 | -0.1312 |  -0.571 |  0.0308 |   -0.03 | -0.0232 |    2.1891 |  2.3917 |  1.9519 | -0.1858
 k2v    |  1.9704 |  0.7177 |  0.2311 |  0.0992 |    0.1406 |  0.2541 |  1.8607 |  0.4659 |  0.2789 |  0.0888 | -0.2237 |  3.6914 |   -0.1927 | -0.0792 | -0.3334 |  0.0281 | -0.0196 | -0.0093 |    1.7777 |  1.8912 |   1.637 | -0.1085
 k34ii  |  3.3973 |  1.1013 |  0.4084 |  0.2392 |   -0.1488 |  0.2111 |  3.0406 |  0.7096 |  0.4803 |  0.2429 | -0.3556 |  7.9307 |   -0.8613 | -0.5012 | -0.7124 |  0.0361 | -0.0357 | -0.0394 |     2.536 |  2.8961 |  2.6849 | -0.2787
 k3i    |  3.4021 |  1.2542 |  0.4285 |  0.1746 |   -0.3808 |  0.0092 |  3.1939 |    0.81 |  0.4922 |  0.1981 | -0.4045 |  5.8898 |   -0.9935 | -0.6035 | -0.6127 |  0.0396 |  -0.024 | -0.0476 |    2.4085 |  2.7986 |  2.7894 | -0.2222
 m4iii  |  3.1049 |   1.127 |   1.319 |  0.6304 |   -0.2513 |  0.1561 |  2.6753 |  0.8186 |   1.435 |  0.5871 |  -0.307 |  6.9714 |   -0.9881 | -0.5805 | -0.7367 |  0.0014 | -0.1146 | -0.0713 |    2.1168 |  2.5243 |  2.3682 | -0.7017
 m4v    |   3.265 |  1.3522 |  1.5479 |  0.6633 |   -0.6716 | -0.1981 |  2.8622 |  0.9777 |  1.6939 |  0.6059 | -0.3593 | 15.3023 |   -1.4337 | -0.9602 | -0.7621 |  0.0151 | -0.1308 | -0.0734 |    1.8313 |  2.3048 |  2.5029 | -0.7368
 m5iii  |  2.7606 |  1.0641 |  1.6746 |  0.8158 |   -0.0872 |  0.2977 |  2.2537 |  0.8249 |  1.7972 |   0.777 | -0.2535 |  7.1982 |   -0.8475 | -0.4625 | -0.7603 | -0.0143 | -0.1369 |  -0.098 |     1.913 |   2.298 |  2.0002 | -0.9139
 m5v    |  3.2082 |  1.4464 |  1.8078 |  0.7916 |   -0.8686 | -0.3794 |  2.8872 |  1.0443 |  1.9901 |  0.7128 | -0.3817 | 15.2032 |   -1.5714 | -1.0822 | -0.7027 |  0.0203 |  -0.162 | -0.0832 |    1.6367 |  2.1259 |  2.5054 | -0.8748
 m6iii  |  2.4945 |  1.0914 |   2.036 |  1.0308 |   -0.0147 |  0.3637 |  1.9231 |   0.906 |  2.1636 |  1.0091 | -0.2147 |  7.2343 |   -0.8008 | -0.4223 | -0.7861 | -0.0294 | -0.1569 | -0.1352 |    1.6936 |  2.0721 |  1.7083 | -1.1661
 m6v    |  3.1747 |  1.5709 |  2.2222 |  1.0476 |   -1.1544 | -0.6364 |  2.9273 |  1.1765 |  2.4244 |  0.9699 | -0.3806 | 15.6357 |   -1.7824 | -1.2644 |  -0.628 |  0.0137 | -0.1884 | -0.1108 |    1.3922 |  1.9102 |  2.5467 | -1.1584
 m7iii  |  1.8605 |  1.1988 |  2.4393 |  1.3647 |    0.1544 |  0.4929 |  1.2698 |  1.0632 |  2.5858 |  1.3635 | -0.1742 |  7.4418 |   -0.6104 | -0.2718 | -0.7648 | -0.0386 | -0.1852 |  -0.184 |      1.25 |  1.5886 |  1.0956 | -1.5487
 g0iv   |  1.3604 |  0.3654 |  0.1065 |  0.0135 |    0.3239 |  0.3824 |  1.1289 |  0.2328 |  0.1247 |  0.0075 | -0.1199 |  3.4544 |   -0.0274 |   0.031 | -0.3514 |  0.0125 | -0.0055 |  0.0004 |    1.3329 |  1.3914 |  1.0089 | -0.0131 *
 g0v    |  1.2692 |  0.3526 |  0.1326 |  0.0211 |    0.3429 |  0.4016 |  1.0293 |  0.2258 |  0.1533 |  0.0089 |  -0.115 |  3.4976 |    -0.012 |  0.0466 | -0.3549 |  0.0117 | -0.0089 |  0.0032 |    1.2572 |  1.3159 |  0.9142 | -0.0179 *
 m0iii  |  3.2577 |  1.1711 |  0.6464 |  0.3449 |   -0.2456 |  0.1257 |  2.9786 |  0.7725 |  0.7404 |  0.3261 | -0.3664 |   6.734 |   -0.8911 | -0.5196 | -0.6454 |  0.0321 | -0.0618 |  -0.043 |    2.3665 |   2.738 |  2.6122 | -0.3879
 m0v    |  2.7233 |    1.22 |  0.6466 |  0.3385 |   -0.1515 |  0.1407 |  2.5817 |  0.8048 |  0.7518 |  0.3086 | -0.3757 |  9.5889 |   -0.6689 | -0.3766 | -0.5173 |  0.0394 | -0.0657 | -0.0358 |    2.0544 |  2.3467 |   2.206 | -0.3744
 m10iii |  1.1677 |  0.9727 |  2.7173 |  1.8763 |    0.1906 |  0.4454 |  0.7146 |  0.9947 |  2.7964 |  1.9844 | -0.0955 |  8.6734 |   -0.3579 | -0.1031 | -0.5485 | -0.1174 | -0.1965 | -0.3046 |    0.8098 |  1.0645 |  0.6191 | -2.1809
 m1iii  |  3.2487 |  1.1796 |  0.7355 |  0.3862 |   -0.2476 |  0.1342 |   2.947 |  0.7846 |  0.8362 |  0.3624 | -0.3656 |  6.8629 |   -0.9149 |  -0.533 | -0.6673 |  0.0293 | -0.0713 | -0.0474 |    2.3338 |  2.7156 |  2.5814 | -0.4337
 m1v    |  2.8056 |    1.21 |  0.8045 |  0.4034 |   -0.1165 |  0.2093 |   2.568 |  0.8042 |  0.9252 |  0.3653 | -0.3698 | 10.2116 |    -0.724 | -0.3981 | -0.6074 |  0.0359 | -0.0846 | -0.0465 |    2.0815 |  2.4074 |  2.1981 |   -0.45
 m2v    |  2.6849 |  1.3074 |   0.879 |  0.4594 |   -0.1513 |  0.1792 |  2.4774 |  0.8865 |  1.0099 |  0.4205 | -0.3819 | 12.2101 |   -0.7407 | -0.4102 | -0.5894 |  0.0389 | -0.0919 |  -0.053 |    1.9441 |  2.2747 |  2.0955 | -0.5125
 rf6v   |  1.1645 |   0.311 |   0.089 |  0.0038 |    0.3715 |  0.4255 |  0.9027 |  0.1994 |   0.101 |  0.0113 | -0.1011 |  3.2145 |    0.0085 |  0.0624 |  -0.363 |  0.0104 | -0.0015 |  -0.009 |     1.173 |   1.227 |  0.8015 | -0.0129 *
 rf8v   |  1.2462 |  0.3622 |  0.1398 | -0.0125 |    0.3241 |  0.3794 |  1.0228 |  0.2348 |  0.1608 | -0.0235 |  -0.115 |  3.2997 |   -0.0142 |   0.041 | -0.3384 |  0.0123 | -0.0086 |  0.0023 |    1.2319 |  1.2872 |  0.9077 |  0.0149 *
 rg0v   |  1.3362 |  0.3856 |  0.1553 |  0.0421 |    0.3118 |  0.3731 |  1.1142 |  0.2503 |    0.18 |  0.0362 |  -0.121 |   3.532 |   -0.0312 |    0.03 |  -0.343 |  0.0142 | -0.0104 | -0.0045 |     1.305 |  1.3663 |  0.9931 | -0.0466 *
 rg5iii |  1.8715 |  0.6389 |  0.2113 |  0.0749 |    0.1774 |  0.2773 |  1.7369 |  0.4138 |  0.2486 |  0.0662 | -0.2024 |  3.7448 |   -0.1595 | -0.0596 |  -0.337 |  0.0227 | -0.0145 | -0.0058 |    1.7119 |  1.8118 |  1.5344 | -0.0807
 rg5v   |  1.5045 |  0.4742 |  0.1343 |  0.0458 |    0.2715 |  0.3399 |  1.3218 |  0.3063 |  0.1616 |  0.0476 | -0.1497 |  3.5256 |   -0.0608 |  0.0075 | -0.3324 |  0.0182 |  -0.009 | -0.0107 |    1.4437 |  1.5121 |  1.1721 | -0.0566 *
 rk0iii |   2.321 |  0.7407 |  0.2555 |  0.1195 |    0.2504 |  0.4107 |  2.0484 |  0.4806 |   0.302 |  0.1154 |  -0.233 |  5.1923 |   -0.2552 | -0.0949 | -0.5057 |  0.0269 | -0.0195 | -0.0154 |    2.0658 |   2.226 |  1.8153 |  -0.135
 rk0v   |  1.8466 |  0.6135 |  0.1789 |  0.0846 |    0.2018 |  0.2971 |  1.6953 |  0.3956 |   0.215 |  0.0846 | -0.1947 |  4.1571 |   -0.1441 | -0.0488 |  -0.346 |  0.0231 |  -0.013 | -0.0129 |    1.7025 |  1.7977 |  1.5006 | -0.0976 *
 rk1iii |  2.6616 |  0.8278 |  0.2886 |   0.153 |     0.263 |  0.4729 |  2.2989 |  0.5334 |  0.3449 |  0.1531 | -0.2647 |  5.4946 |   -0.3644 | -0.1545 | -0.6275 |  0.0296 | -0.0266 | -0.0267 |    2.2972 |   2.507 |  2.0341 | -0.1797
 g5i    |  2.2541 |  0.7395 |  0.1498 |  0.0302 |    0.3282 |  0.4792 |  1.9834 |  0.4664 |  0.1819 |  0.0362 | -0.2475 |  4.4308 |     -0.19 |  -0.039 | -0.5182 |  0.0254 | -0.0065 | -0.0125 |    2.0641 |  2.2151 |  1.7358 | -0.0428
 k7v    |  2.6387 |  1.2295 |  0.5453 |  0.2639 |   -0.1216 |  0.1545 |  2.5396 |  0.8016 |  0.6431 |  0.2346 | -0.3852 |  7.3082 |   -0.6059 | -0.3297 | -0.4843 |  0.0426 |  -0.055 | -0.0257 |    2.0327 |   2.309 |  2.1544 | -0.2897
 k3iii  |   2.768 |  0.9297 |   0.335 |  0.1733 |    0.0738 |  0.3135 |  2.5201 |  0.6019 |  0.3964 |  0.1729 |  -0.295 |  7.0314 |   -0.4691 | -0.2293 | -0.5429 |  0.0327 | -0.0285 | -0.0281 |    2.2989 |  2.5386 |   2.225 | -0.2015
 k3iv   |  2.6705 |  0.9251 |  0.3402 |  0.1584 |    0.1131 |   0.337 |  2.4168 |  0.5984 |  0.4049 |  0.1389 | -0.2946 |  5.8822 |   -0.4351 | -0.2112 | -0.5483 |   0.032 | -0.0326 | -0.0132 |    2.2353 |  2.4592 |  2.1221 | -0.1716
 m2i    |  3.6352 |  1.4441 |   1.051 |  0.4849 |   -0.7652 |  -0.264 |  3.3113 |  0.9851 |  1.1727 |  0.4519 |  -0.429 |  9.0074 |    -1.518 | -1.0169 | -0.7528 |  0.0298 | -0.0917 | -0.0587 |    2.1171 |  2.6183 |  2.8823 | -0.5437
 m2iii  |  3.2897 |  1.2086 |  0.8161 |  0.4172 |     -0.31 |  0.0884 |  2.9669 |  0.8201 |  0.9139 |  0.3954 |  -0.363 |  6.9693 |   -0.9958 | -0.5973 | -0.6857 |  0.0254 | -0.0722 | -0.0504 |    2.2938 |  2.6924 |  2.6039 | -0.4677
 m2p5v  |  2.8506 |  1.3381 |  1.0605 |  0.5396 |   -0.2769 |  0.0903 |  2.6313 |  0.9154 |   1.212 |  0.4745 | -0.3855 |  12.155 |   -0.8817 | -0.5144 | -0.6047 |  0.0371 | -0.1143 | -0.0491 |    1.9689 |  2.3361 |  2.2458 | -0.5888
 m3ii   |  3.6775 |  1.3721 |  1.1213 |  0.5271 |    -0.629 | -0.1262 |  3.2351 |  0.9368 |  1.2522 |  0.4785 | -0.4105 | 12.3559 |    -1.482 | -0.9792 | -0.8529 |  0.0246 | -0.1061 | -0.0575 |    2.1954 |  2.6982 |  2.8245 | -0.5847
 m9iii  |  1.3055 |   1.209 |  2.4877 |   1.719 |    0.1162 |  0.3999 |   0.911 |   1.114 |  2.5997 |  1.8174 |  -0.171 |  8.6094 |   -0.4492 | -0.1655 | -0.5655 |  -0.076 | -0.1879 | -0.2863 |    0.8562 |    1.14 |    0.74 | -2.0054
 wf8v   |  1.1235 |  0.3072 |  0.0853 |  -0.023 |    0.3486 |  0.3946 |  0.8857 |  0.1959 |  0.0967 | -0.0294 |  -0.101 |  2.4209 |    0.0098 |  0.0558 | -0.3388 |  0.0102 | -0.0012 |  0.0051 |    1.1333 |  1.1793 |  0.7846 |  0.0282 *
 wg0v   |  1.2514 |  0.3542 |  0.1223 |  0.0265 |    0.4221 |  0.4821 |   0.951 |  0.2311 |  0.1418 |  0.0182 | -0.1113 |  3.0857 |    0.0102 |  0.0702 | -0.4118 |  0.0117 | -0.0078 |  0.0004 |    1.2617 |  1.3217 |  0.8396 |  -0.026 *
 rk2iii |  2.7053 |  0.9034 |  0.3226 |  0.1597 |    0.0774 |  0.2946 |  2.4824 |  0.5837 |  0.3849 |  0.1505 | -0.2879 |  6.4035 |   -0.4333 | -0.2161 | -0.5107 |  0.0318 | -0.0304 | -0.0211 |     2.272 |  2.4891 |  2.1945 | -0.1809
 rk3iii |  2.9929 |   0.994 |  0.3443 |  0.1958 |   -0.0588 |  0.2095 |  2.7763 |  0.6401 |  0.4061 |  0.1978 | -0.3208 |  6.8385 |   -0.5962 | -0.3278 | -0.5374 |   0.033 | -0.0287 | -0.0307 |    2.3966 |   2.665 |  2.4554 | -0.2266
 rk4iii |  2.9712 |  1.1067 |  0.4192 |  0.2683 |   -0.2919 | -0.0182 |  2.9348 |  0.7149 |  0.4962 |   0.265 | -0.3546 |  7.6147 |    -0.683 | -0.4093 |  -0.391 |  0.0371 | -0.0399 | -0.0366 |    2.2882 |  2.5618 |  2.5801 | -0.3049
 rk5iii |  3.4423 |  1.2341 |  0.5516 |   0.293 |   -0.4065 |  -0.009 |  3.2025 |  0.8056 |  0.6419 |  0.2794 | -0.3898 |  7.5428 |   -1.0362 | -0.6386 | -0.6296 |  0.0386 | -0.0517 | -0.0381 |    2.4061 |  2.8037 |  2.8127 | -0.3311
 wf5v   |  0.9867 |   0.245 |   0.038 | -0.0398 |    0.4024 |  0.4475 |  0.6999 |  0.1545 |  0.0442 | -0.0474 | -0.0828 |  2.1722 |    0.0327 |  0.0779 | -0.3696 |  0.0076 |  0.0014 |   0.009 |    1.0194 |  1.0646 |   0.617 |  0.0489 *
 m3iii  |  3.2222 |  1.1669 |  1.0224 |  0.5095 |   -0.2878 |   0.114 |  2.8634 |  0.8093 |  1.1328 |   0.474 | -0.3408 |  6.9162 |   -0.9874 | -0.5855 | -0.6995 |  0.0167 | -0.0936 | -0.0581 |    2.2347 |  2.6367 |  2.5226 | -0.5676
 m3v    |  2.7884 |   1.324 |   1.247 |  0.5756 |   -0.2569 |  0.1299 |  2.4802 |  0.9254 |  1.3966 |   0.513 | -0.3701 | 12.2462 |   -0.9353 | -0.5484 | -0.6783 |  0.0284 | -0.1211 | -0.0585 |    1.8531 |    2.24 |  2.1101 | -0.6341
 m8iii  |  1.3798 |  1.3945 |  2.5704 |  1.7344 |    0.0827 |  0.3919 |   0.965 |  1.2346 |   2.728 |  1.8121 |  -0.203 |  7.7353 |   -0.5351 | -0.2259 | -0.6178 | -0.0432 | -0.2008 | -0.2784 |    0.8446 |  1.1538 |  0.7619 | -2.0129
 wg5iii |  1.6807 |  0.6033 |  0.1988 |  0.0956 |    0.3981 |  0.5064 |  1.3925 |  0.3972 |  0.2358 |  0.0926 | -0.1835 |  3.8653 |   -0.0735 |  0.0347 | -0.4717 |  0.0225 | -0.0144 | -0.0114 |    1.6071 |  1.7154 |   1.209 |  -0.107
 wg5v   |  1.2836 |  0.4329 |  0.1185 |   0.028 |    0.2696 |  0.3263 |  1.1183 |  0.2792 |  0.1415 |  0.0154 | -0.1375 |  3.5054 |   -0.0332 |  0.0234 | -0.3029 |  0.0161 | -0.0069 |  0.0056 |    1.2503 |   1.307 |  0.9807 | -0.0223 *
 wg8iii |  2.0143 |  0.6325 |  0.2427 |  0.1042 |    0.5046 |  0.6458 |   1.609 |  0.4132 |  0.2833 |     0.1 | -0.1968 |   4.541 |   -0.0974 |  0.0436 | -0.6021 |  0.0224 |  -0.018 | -0.0138 |    1.9168 |   2.058 |  1.4122 | -0.1181
 wk0iii |  1.9451 |  0.6855 |   0.243 |  0.1052 |    0.3098 |  0.4323 |  1.7084 |  0.4465 |  0.2843 |  0.1007 |  -0.215 |  4.6273 |   -0.1417 | -0.0193 | -0.4516 |  0.0239 | -0.0173 | -0.0129 |    1.8033 |  1.9257 |  1.4934 | -0.1181
 wk1iii |  2.2302 |  0.7471 |  0.2585 |  0.1158 |    0.2295 |  0.3781 |  2.0056 |  0.4827 |  0.3085 |  0.1052 | -0.2369 |  5.2587 |   -0.2319 | -0.0834 | -0.4615 |  0.0274 | -0.0225 | -0.0119 |    1.9982 |  2.1468 |  1.7686 | -0.1277
 wk2iii |  2.4894 |  0.7699 |  0.3059 |  0.1314 |    0.3175 |  0.5009 |  2.1208 |  0.5017 |  0.3574 |  0.1255 | -0.2415 |  5.6625 |   -0.2926 | -0.1092 | -0.6102 |  0.0266 | -0.0248 |  -0.019 |    2.1968 |  2.3802 |  1.8792 | -0.1504
 wk3iii |  2.5198 |  0.8839 |  0.3534 |  0.1752 |    0.1862 |  0.3884 |  2.2428 |  0.5793 |  0.4134 |  0.1696 |  -0.274 |  6.5586 |   -0.3648 | -0.1626 |  -0.551 |  0.0304 | -0.0295 |  -0.024 |     2.155 |  2.3572 |  1.9688 | -0.1992
 wk4iii |  2.9858 |  1.0737 |  0.4084 |  0.2339 |   -0.1471 |  0.1345 |  2.8191 |  0.6975 |  0.4833 |  0.2239 | -0.3395 |  7.5946 |   -0.6533 | -0.3716 | -0.5061 |  0.0366 | -0.0382 | -0.0282 |    2.3325 |  2.6141 |  2.4796 | -0.2622
 g0iii  |  1.4723 |  0.4514 |  0.1401 |  0.0524 |    0.3389 |  0.4087 |  1.2279 |   0.293 |  0.1665 |  0.0452 | -0.1416 |  3.3571 |   -0.0469 |  0.0227 | -0.3859 |  0.0167 | -0.0095 | -0.0023 |    1.4253 |  1.4951 |  1.0863 | -0.0547
 k1iv   |  2.1188 |  0.7786 |  0.2658 |  0.1541 |    0.2572 |  0.4018 |  1.8799 |    0.51 |  0.3217 |  0.1495 |  -0.237 |  5.4846 |   -0.2186 | -0.0741 | -0.4759 |  0.0316 | -0.0243 | -0.0197 |    1.9001 |  2.0447 |  1.6429 | -0.1738

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 magnitudes from synthetic photometry of HST standards in the SDSS primed system ('sp'), the GALEX passbands and the SkyMapper filters ('sm'), including the u-band at airmass 2.

 
 object           |  ra2000  | dcl2000  |  u_sp   |  g_sp   |  r_sp   |  i_sp   |  z_sp   | fuv_galex | nuv_galex | u20_sm  |  u_sm   |  v_sm   |  g_sm   |  r_sm   |  i_sm   |  z_sm   
------------------+----------+----------+---------+---------+---------+---------+---------+-----------+-----------+---------+---------+---------+---------+---------+---------+---------
 hd185975         | 307.0779 | -87.4722 |   9.797 |   8.403 |   7.933 |   7.806 |   7.771 |    18.096 |    13.680 |   9.761 |   9.827 |   9.454 |   8.228 |   7.942 |   7.795 |   7.767
 wd0308_565       |  47.4496 | -56.3971 |  13.772 |  13.964 |  14.331 |  14.640 |  14.954 |    13.570 |    13.518 |  13.770 |  13.760 |  13.844 |  14.039 |  14.312 |  14.704 |  14.985
 hd14943          |  35.7278 | -51.0921 |   7.064 |   5.912 |   5.959 |   6.076 |   6.191 |    11.848 |     8.618 |   7.181 |   7.215 |   6.506 |   5.898 |   5.955 |   6.107 |   6.197
 hd60753          | 113.3638 | -50.5843 |   6.796 |   6.537 |   6.828 |   7.062 |   7.249 |     6.973 |     6.934 |   6.861 |   6.862 |   6.565 |   6.606 |   6.819 |   7.111 |   7.263
 hd200654         | 316.6438 | -49.9633 |  10.399 |   9.382 |   8.915 |   8.715 |   8.614 |    16.424 |    12.935 |  10.415 |  10.470 |  10.038 |   9.224 |   8.921 |   8.689 |   8.605
 hd160617         | 265.7054 | -40.3200 |   9.815 |   8.919 |   8.621 |   8.522 |   8.503 |    14.590 |    11.700 |   9.851 |   9.891 |   9.473 |   8.813 |   8.626 |   8.514 |   8.503
 mucol            |  86.4996 | -32.3064 |   4.550 |   4.892 |   5.386 |   5.747 |   6.081 |     3.794 |     3.941 |   4.553 |   4.538 |   4.625 |   5.018 |   5.371 |   5.819 |   6.121
 hd37962          |  85.2165 | -31.3511 |   9.355 |   8.121 |   7.689 |   7.570 |   7.537 |    17.637 |    12.869 |   9.327 |   9.382 |   9.065 |   7.960 |   7.697 |   7.559 |   7.534
 c26202           |  53.1368 | -27.8635 |  17.753 |  16.733 |  16.373 |  16.276 |  16.257 |           |    18.547 |  17.764 |  17.809 |  17.444 |  16.600 |  16.380 |  16.267 |  16.259
 hd205905         | 324.7923 | -27.3066 |   8.278 |   7.006 |   6.596 |   6.498 |   6.483 |    15.948 |    11.821 |   8.256 |   8.311 |   7.964 |   6.851 |   6.604 |   6.491 |   6.481
 hd031128         |  73.0408 | -27.0639 |  10.197 |   9.336 |   9.022 |   8.921 |   8.901 |    15.642 |    12.227 |  10.214 |  10.252 |   9.913 |   9.223 |   9.026 |   8.913 |   8.901
 hd38949          |  87.0836 | -24.4638 |   9.162 |   8.035 |   7.664 |   7.578 |   7.575 |    16.132 |    12.290 |   9.161 |   9.209 |   8.854 |   7.896 |   7.671 |   7.574 |   7.575
 hd009051         |  22.1933 | -24.3403 |  10.790 |   9.327 |   8.703 |   8.451 |   8.312 |    17.329 |    14.632 |  10.744 |  10.838 |  10.378 |   9.107 |   8.711 |   8.417 |   8.297
 hd111980         | 193.3129 | -18.5222 |   9.579 |   8.600 |   8.248 |   8.133 |   8.099 |    15.414 |    12.015 |   9.596 |   9.641 |   9.262 |   8.473 |   8.253 |   8.122 |   8.097
 sirius           | 101.2872 | -16.7161 |  -0.636 |  -1.566 |  -1.300 |  -1.071 |  -0.895 |     0.827 |     0.169 |  -0.503 |  -0.485 |  -1.191 |  -1.514 |  -1.310 |  -1.022 |  -0.883
 hd074000         | 130.2104 | -16.3439 |  10.649 |   9.825 |   9.575 |   9.499 |   9.493 |    14.864 |    12.303 |  10.684 |  10.718 |  10.332 |   9.734 |   9.579 |   9.494 |   9.495
 lamlep           |  79.8939 | -13.1768 |   3.767 |   4.028 |   4.500 |   4.849 |   5.166 |     3.060 |     3.242 |   3.776 |   3.763 |   3.802 |   4.147 |   4.485 |   4.918 |   5.203
 vb8              | 253.8971 |  -8.3945 |  22.007 |  17.755 |  16.058 |  13.287 |  11.750 |           |           |  18.667 |  19.301 |  20.755 |  17.208 |  15.934 |  12.853 |  11.626
 gj7541a          | 290.1455 |  -7.6667 |  12.278 |  12.241 |  12.395 |  12.574 |  12.792 |    13.870 |    12.910 |  12.288 |  12.290 |  12.240 |  12.269 |  12.390 |  12.617 |  12.821
 gd108            | 150.1972 |  -7.5587 |  13.176 |  13.342 |  13.775 |  14.086 |  14.333 |    12.409 |    12.784 |  13.184 |  13.173 |  13.194 |  13.453 |  13.762 |  14.147 |  14.353
 feige110         | 349.9933 |  -5.1656 |  11.116 |  11.557 |  12.079 |  12.456 |  12.804 |     9.979 |    10.388 |  11.110 |  11.093 |  11.243 |  11.691 |  12.063 |  12.530 |  12.846
 gd50             |  57.2088 |  -0.9750 |  13.430 |  13.811 |  14.315 |  14.668 |  14.943 |    11.991 |    12.600 |  13.425 |  13.410 |  13.546 |  13.931 |  14.295 |  14.736 |  14.966
 sf1615           | 244.5593 |   0.0024 |  18.233 |  17.067 |  16.569 |  16.395 |  16.313 |           |    19.620 |  18.218 |  18.276 |  17.909 |  16.888 |  16.576 |  16.373 |  16.307
 lds749b          | 323.0677 |   0.2540 |  14.472 |  14.567 |  14.818 |  15.044 |  15.296 |    15.586 |    14.729 |  14.476 |  14.473 |  14.486 |  14.624 |  14.809 |  15.093 |  15.329
 bd02d3375        | 264.9408 |   2.4164 |  10.984 |  10.140 |   9.828 |   9.715 |   9.682 |    15.554 |    12.772 |  11.010 |  11.047 |  10.675 |  10.031 |   9.833 |   9.704 |   9.681
 hs2027           | 307.3854 |   7.0189 |  15.997 |  16.434 |  16.848 |  17.203 |  17.553 |    14.915 |    15.651 |  15.989 |  15.976 |  16.113 |  16.546 |  16.838 |  17.276 |  17.602
 ksi2ceti         |  37.0398 |   8.4601 |   4.984 |   4.137 |   4.430 |   4.669 |   4.843 |     5.853 |     5.600 |   5.132 |   5.148 |   4.427 |   4.200 |   4.420 |   4.720 |   4.853
 hz4              |  58.8404 |   9.7885 |  14.720 |  14.437 |  14.709 |  14.963 |  15.246 |    14.463 |    14.525 |  14.722 |  14.719 |  14.715 |  14.455 |  14.686 |  15.021 |  15.280
 hd106252         | 183.3729 |  10.0416 |   8.896 |   7.680 |   7.277 |   7.175 |   7.159 |    17.778 |    12.331 |   8.879 |   8.933 |   8.586 |   7.529 |   7.285 |   7.168 |   7.158
 gd71             |  88.1150 |  15.8872 |  12.436 |  12.796 |  13.282 |  13.648 |  13.998 |    11.175 |    11.745 |  12.431 |  12.416 |  12.555 |  12.911 |  13.265 |  13.721 |  14.041
 bd_17d4708       | 332.8792 |  18.0925 |  10.524 |   9.650 |   9.370 |   9.280 |   9.264 |    14.829 |    12.324 |  10.559 |  10.595 |  10.195 |   9.550 |   9.374 |   9.274 |   9.264
 hd209458         | 330.7949 |  18.8843 |   9.027 |   7.877 |   7.528 |   7.454 |   7.460 |           |    10.035 |   9.032 |   9.080 |   8.702 |   7.744 |   7.535 |   7.452 |   7.461
 gd153            | 194.2597 |  22.0313 |  12.679 |  13.097 |  13.603 |  13.977 |  14.333 |    11.349 |    11.946 |  12.673 |  12.657 |  12.806 |  13.221 |  13.586 |  14.052 |  14.377
 bd21d0607        |  63.6480 |  22.3512 |  10.242 |   9.399 |   9.129 |   9.045 |   9.035 |    14.800 |    12.036 |  10.272 |  10.307 |   9.932 |   9.301 |   9.133 |   9.039 |   9.036
 bd26d2606        | 222.2596 |  25.7025 |  10.714 |   9.892 |   9.617 |   9.527 |   9.507 |    14.860 |    12.385 |  10.745 |  10.780 |  10.400 |   9.794 |   9.621 |   9.520 |   9.506
 bd29d2091        | 161.8465 |  28.3989 |  11.315 |  10.479 |  10.130 |  10.010 |   9.975 |    17.585 |    13.401 |  11.323 |  11.362 |  11.054 |  10.356 |  10.135 |   9.998 |   9.974
 bd_28d4211       | 327.7961 |  28.8644 |   9.697 |  10.216 |  10.776 |  11.173 |  11.539 |     8.156 |     8.879 |   9.689 |   9.671 |   9.847 |  10.363 |  10.761 |  11.250 |  11.580
 hd37725          |  85.4765 |  29.2975 |   9.442 |   8.322 |   8.390 |   8.512 |   8.628 |    13.452 |    10.779 |   9.553 |   9.583 |   8.894 |   8.314 |   8.384 |   8.544 |   8.634
 p330e            | 247.8909 |  30.1463 |  14.506 |  13.295 |  12.857 |  12.729 |  12.694 |           |    17.768 |  14.483 |  14.540 |  14.202 |  13.133 |  12.865 |  12.718 |  12.691
 hz21             | 183.4851 |  32.9419 |  13.882 |  14.405 |  14.933 |  15.317 |  15.676 |    12.634 |    13.167 |  13.877 |  13.860 |  14.007 |  14.550 |  14.920 |  15.393 |  15.715
 hd159222         | 263.0041 |  34.2711 |   8.117 |   6.799 |   6.373 |   6.270 |   6.253 |    16.121 |    11.794 |   8.089 |   8.148 |   7.796 |   6.638 |   6.381 |   6.263 |   6.251
 wd1657_343       | 254.7130 |  34.3148 |  15.733 |  16.193 |  16.702 |  17.077 |  17.432 |    14.374 |    14.982 |  15.725 |  15.709 |  15.869 |  16.322 |  16.688 |  17.150 |  17.478
 hz44             | 200.8974 |  36.1333 |  10.958 |  11.407 |  11.910 |  12.296 |  12.654 |    10.039 |    10.300 |  10.952 |  10.937 |  11.084 |  11.534 |  11.895 |  12.373 |  12.693
 hd93521          | 162.0980 |  37.5702 |   6.414 |   6.740 |   7.220 |   7.565 |   7.881 |     6.068 |     5.995 |   6.419 |   6.406 |   6.468 |   6.867 |   7.208 |   7.632 |   7.915
 alpha_lyr        | 279.2347 |  38.7836 |   0.923 |  -0.082 |   0.163 |   0.375 |   0.535 |     2.113 |     1.661 |   1.081 |   1.103 |   0.308 |  -0.035 |   0.153 |   0.422 |   0.543
 10lac            | 339.8153 |  39.0503 |   4.377 |   4.654 |   5.070 |   5.388 |   5.687 |     3.829 |     3.994 |   4.381 |   4.368 |   4.434 |   4.759 |   5.058 |   5.452 |   5.723
 feige34          | 159.9030 |  43.1028 |  10.354 |  10.883 |  11.421 |  11.776 |  12.076 |     9.017 |     9.568 |  10.347 |  10.328 |  10.499 |  11.029 |  11.407 |  11.840 |  12.108
 hd116405         | 200.6880 |  44.7150 |   8.940 |   8.180 |   8.480 |   8.726 |   8.907 |     9.800 |     9.489 |   9.079 |   9.093 |   8.424 |   8.245 |   8.469 |   8.778 |   8.919
 p177d            | 239.8065 |  47.6116 |  15.083 |  13.771 |  13.324 |  13.198 |  13.161 |           |    18.317 |  15.054 |  15.115 |  14.759 |  13.605 |  13.333 |  13.185 |  13.158
 g191b2b          |  76.3775 |  52.8311 |  11.009 |  11.499 |  12.036 |  12.422 |  12.780 |     9.550 |    10.209 |  11.002 |  10.985 |  11.149 |  11.637 |  12.020 |  12.498 |  12.825
 snap1            | 247.3990 |  52.9314 |  15.324 |  15.474 |  15.904 |  16.207 |  16.473 |           |    15.130 |  15.330 |  15.318 |  15.346 |  15.579 |  15.890 |  16.264 |  16.502
 bd54d1216        | 124.8440 |  54.0860 |  10.741 |   9.894 |   9.601 |   9.509 |   9.497 |    15.958 |    12.646 |  10.764 |  10.800 |  10.448 |   9.788 |   9.606 |   9.503 |   9.497
 snap2            | 244.9421 |  55.5716 |  17.742 |  16.518 |  16.052 |  15.919 |  15.879 |           |    18.926 |  17.708 |  17.766 |  17.458 |  16.346 |  16.060 |  15.905 |  15.876
 hd165459         | 270.6281 |  58.6273 |   7.937 |   6.825 |   6.947 |   7.101 |   7.237 |    11.492 |     9.175 |   8.055 |   8.084 |   7.376 |   6.832 |   6.940 |   7.139 |   7.245
 hd158485         | 261.5201 |  58.6519 |   7.589 |   6.467 |   6.572 |   6.709 |   6.827 |    10.607 |     8.805 |   7.715 |   7.745 |   7.008 |   6.470 |   6.565 |   6.743 |   6.832
 hd163466         | 268.1057 |  60.3964 |   8.046 |   6.863 |   6.907 |   7.013 |   7.117 |    12.200 |     9.535 |   8.177 |   8.213 |   7.445 |   6.850 |   6.903 |   7.042 |   7.122
 bd60d1753        | 261.2178 |  60.4308 |  10.611 |   9.594 |   9.822 |  10.027 |  10.177 |    12.381 |    11.553 |  10.760 |  10.783 |  10.007 |   9.635 |   9.812 |  10.072 |  10.184
 1802271          | 270.6132 |  60.7266 |  13.005 |  11.935 |  12.128 |  12.314 |  12.454 |    14.947 |    13.977 |  13.149 |  13.174 |  12.398 |  11.965 |  12.119 |  12.356 |  12.459
 1812095          | 273.0400 |  63.4950 |  12.963 |  11.756 |  11.794 |  11.909 |  12.014 |    17.652 |    14.557 |  13.087 |  13.124 |  12.392 |  11.737 |  11.790 |  11.940 |  12.019
 hd180609         | 288.1966 |  64.1770 |  10.531 |   9.396 |   9.521 |   9.667 |   9.781 |    13.380 |    11.719 |  10.674 |  10.706 |   9.910 |   9.407 |   9.514 |   9.701 |   9.786
 1805292          | 271.3720 |  64.4644 |  13.408 |  12.266 |  12.394 |  12.545 |  12.669 |    16.647 |    14.660 |  13.545 |  13.575 |  12.800 |  12.276 |  12.387 |  12.582 |  12.674
 1740346          | 265.1445 |  65.4542 |  13.618 |  12.498 |  12.542 |  12.647 |  12.751 |    16.775 |    14.891 |  13.739 |  13.771 |  13.048 |  12.485 |  12.537 |  12.675 |  12.757
 kf06t2           | 269.6583 |  66.7812 |  17.044 |  14.557 |  13.617 |  13.275 |  13.066 |           |    20.468 |  16.668 |  16.881 |  16.531 |  14.208 |  13.629 |  13.227 |  13.041
 1743045          | 265.7687 |  66.9171 |  14.740 |  13.580 |  13.540 |  13.603 |  13.682 |    20.015 |    16.472 |  14.853 |  14.891 |  14.174 |  13.542 |  13.539 |  13.623 |  13.686
 1757132          | 269.3052 |  67.0613 |  13.074 |  11.862 |  11.829 |  11.906 |  11.992 |    18.605 |    14.969 |  13.184 |  13.223 |  12.501 |  11.824 |  11.827 |  11.929 |  11.997
 1808347          | 272.1446 |  69.4580 |  13.238 |  12.102 |  12.146 |  12.241 |  12.342 |    17.384 |    14.593 |  13.360 |  13.393 |  12.661 |  12.090 |  12.141 |  12.268 |  12.348
 grw_70d5824      | 204.7103 |  70.2855 |  12.579 |  12.610 |  12.992 |  13.304 |  13.621 |    11.806 |    12.170 |  12.578 |  12.567 |  12.636 |  12.679 |  12.972 |  13.370 |  13.660
 1732526          | 263.2191 |  71.0785 |  13.619 |  12.497 |  12.618 |  12.772 |  12.903 |    16.387 |    14.768 |  13.746 |  13.775 |  13.037 |  12.504 |  12.612 |  12.808 |  12.910
 p041c            | 222.9916 |  71.7215 |  13.534 |  12.280 |  11.870 |  11.768 |  11.754 |           |    16.665 |  13.516 |  13.572 |  13.217 |  12.126 |  11.878 |  11.761 |  11.753
 bd_75d325        | 122.7062 |  74.9661 |   8.740 |   9.256 |   9.795 |  10.185 |  10.544 |     7.613 |     7.998 |   8.733 |   8.716 |   8.881 |   9.398 |   9.781 |  10.262 |  10.583
 agk_81d266       | 140.3299 |  81.7243 |  11.129 |  11.634 |  12.184 |  12.576 |  12.942 |     9.742 |    10.317 |  11.122 |  11.104 |  11.271 |  11.777 |  12.167 |  12.653 |  12.987
 sun_reference    |          |          | -25.188 | -26.461 | -26.925 | -27.029 | -27.048 |   -14.406 |   -21.534 | -25.220 | -25.163 | -25.495 | -26.630 | -26.912 | -27.041 | -27.048
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