LINEAR. III. Catalog of periodic variables J/AJ/146/101 ivo://CDS.VizieR/J/AJ/146/101 doi:10.26093/cds/vizier.51460101 CDS Palaversa L. Ivezic Z. Eyer L. Ruzdjak D. Sudar D. Galin M.,Kroflin A. Mesaric M. Munk P. Vrbanec D. Bozic H. Loebman S.,Sesar B. Rimoldini L. Hunt-Walker N. Vanderplas J. Westman D.,Stuart J.S. Becker A.C. Srdoc G. Wozniak P. Oluseyi H. 2017-06-28T06:58:26Z 2014-07-16T09:15:36Z CDS support team CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France cds-question@unistra.fr surveys variable-stars visible-astronomy sloan-photometry infrared-photometry We describe the construction of a highly reliable sample of ~7000 optically faint periodic variable stars with light curves obtained by the asteroid survey LINEAR across 10000deg^2^ of the northern sky. The majority of these variables have not been cataloged yet. The sample flux limit is several magnitudes fainter than most other wide-angle surveys; the photometric errors range from ~0.03mag at r=15 to ~0.20mag at r=18. Light curves include on average 250 data points, collected over about a decade. Using Sloan Digital Sky Survey (SDSS) based photometric recalibration of the LINEAR data for about 25 million objects, we selected ~200000 most probable candidate variables with r<17 and visually confirmed and classified ~7000 periodic variables using phased light curves. The reliability and uniformity of visual classification across eight human classifiers was calibrated and tested using a catalog of variable stars from the SDSS Stripe 82 region and verified using an unsupervised machine learning approach. The resulting sample of periodic LINEAR variables is dominated by 3900 RR Lyrae stars and 2700 eclipsing binary stars of all subtypes and includes small fractions of relatively rare populations such as asymptotic giant branch stars and SX Phoenicis stars. We discuss the distribution of these mostly uncataloged variables in various diagrams constructed with optical-to-infrared SDSS, Two Micron All Sky Survey, and Wide-field Infrared Survey Explorer photometry, and with LINEAR light-curve features. We find that the combination of light-curve features and colors enables classification schemes much more powerful than when colors or light curves are each used separately. An interesting side result is a robust and precise quantitative description of a strong correlation between the light-curve period and color/spectral type for close and contact eclipsing binary stars ({beta} Lyrae and W UMa): as the color-based spectral type varies from K4 to F5, the median period increases from 5.9hr to 8.8hr. These large samples of robustly classified variable stars will enable detailed statistical studies of the Galactic structure and physics of binary and other stars and we make these samples publicly available. 2013AJ....146..101P https://cdsarc.cds.unistra.fr/viz-bin/cat/J/AJ/146/101 Catalog Research IsServedBy TAP VizieR generic service IsServedBy Conesearch service related-to B/vsx : AAVSO International Variable Star Index VSX (Watson+, 2006-2014) B/gcvs : General Catalogue of Variable Stars (Samus+ 2007-2013) II/328 : AllWISE Data Release (Cutri+ 2013) V/139 : The SDSS Photometric Catalog, Release 9 (Adelman-McCarthy+, 2012) II/246 : 2MASS All-Sky Catalog of Point Sources (Cutri+ 2003) J/AJ/146/21 : LINEAR. II. Catalog of RR Lyrae stars (Sesar+, 2013) J/ApJ/708/717 : Light curve templates of RR Lyrae stars (Sesar+, 2010) J/ApJ/696/870 : Catalina Real-time Transient Survey (CRTS) (Drake+, 2009) https://astroweb.lanl.gov/lineardb/ : SkyDOT Web site https://cds.unistra.fr/vizier-org/licences_vizier.html https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/AJ/146/101 https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/AJ/146/101 http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/AJ/146/101 https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/AJ/146/101 https://vizier.iucaa.in/viz-bin/votable?-source=J/AJ/146/101 http://vizieridia.saao.ac.za/viz-bin/votable?-source=J/AJ/146/101 GET text/xml+votable https://tapvizier.cds.unistra.fr/TAPVizieR/tap Cone search capability for table J/AJ/146/101/variables (Periodic LINEAR Variables (PLV) catalog: light curve data , SDSS data , 2MASS and WISE data) https://vizier.cds.unistra.fr/viz-bin/conesearch/J/AJ/146/101/variables? https://vizier.iucaa.in/viz-bin/conesearch/J/AJ/146/101/variables? http://vizieridia.saao.ac.za/viz-bin/conesearch/J/AJ/146/101/variables? GET text/xml+votable 180.0 50000 true 117.98864 48.67131 0.005555555555555556 5/1029 1031 1042 1047 1053 1074 1076 1080 1091 1101 1120 1123 1169 1181 1226 1231 1241 1247 1259 1261 1279 1321 1377 1380 1412 1451 1490 1601 1631 1636 1657 1793 1806 1835 1900 2052 2058 2059 2066 2099 2112 2118 2120 2123 2133 2137 2142 2144 2147 2148 2160 2177 2197 2199 2206 2211 2217 2227 2241 2245 2246 2251 2254 2270 2274 2307 2311 2316 2322 2325 2326 2329 2333 2340 2351 2353 2355 2359 2361 2362 2364 2367 2368 2369 2370 2372 2374 2376 2377 2407 2430 2455 2461 2502 2528 2536 2550 2556 2557 2564 2569 2591 2596 2603 2612 2660 2687 2723 2775 2800 2838 2844 2880 2883 2913 2950 2951 3028 6259 6271 6396 6463 6486 6487 6491 6492 6495 6496 6497 6499 6501 6504 6505 6514 6519 6528 6539 6540 6543 6559 6564 6568 6573 6577 6580 6582 6592 6616 6619 6645 6725 6738 6743 6747 6748 6751 6764 6771 6801 6817 6828 6849 6851 6929 6934 6946 6955 6958 6976 6995 6996 7090 7096 7098 7106 7112 7114 7116 7129 7134 7823 7833 7838 7846 7847 7849 7855 7857 7860 7863 7868 7871 7883 7887 7904 7905 7909 7913 7916 7920 7921 7922 7924 7928 7930 7932 7935 8096 8098 8102 8105 8109 8111 8120 8124 8125 8127 8170 11149 11187 6/4101 4102 4109 4110 4111 4112 4113 4115 4121 4122 4123 4145 4146 4150 4151 4152 4153 4154 4158 4159 4160 4161 4162 4164 4166 4167 4175 4176 4177 4179 4181 4182 4184 4185 4192 4194 4196 4197 4199 4201 4202 4203 4204 4206 4207 4208 4209 4217 4223 4243 4245 4247 4252 4253 4255 4277 4278 4279 4289 4290 4291 4292 4293 4295 4301 4309 4311 4313 4314 4315 4317 4325 4327 4328 4331 4333 4335 4336 4337 4341 4343 4347 4349 4350 4351 4353 4354 4355 4356 4357 4358 4361 4362 4370 4371 4372 4374 4375 4380 4381 4387 4388 4390 4391 4392 4393 4395 4396 4398 4399 4400 4403 4408 4409 4418 4419 4420 4421 4422 4424 4426 4427 4431 4433 4438 4441 4442 4445 4448 4449 4450 4453 4454 4456 4458 4460 4463 4465 4469 4471 4474 4478 4485 4487 4488 4489 4491 4498 4501 4503 4504 4505 4507 4509 4512 4514 4515 4518 4519 4521 4525 4527 4533 4537 4541 4543 4544 4547 4548 4550 4553 4556 4557 4558 4562 4563 4566 4567 4570 4575 4577 4580 4582 4584 4589 4591 4593 4597 4599 4600 4604 4605 4606 4673 4674 4675 4680 4681 4684 4687 4690 4691 4692 4695 4699 4701 4702 4708 4709 4711 4728 4729 4731 4732 4734 4735 4805 4816 4818 4819 4820 4822 4824 4825 4827 4828 4830 4831 4849 4851 4852 4853 4865 4867 4868 4869 4870 4873 4874 4877 4878 4879 4880 4881 4882 4885 4887 4888 4890 4896 4898 4899 4900 4903 4908 4909 4910 4914 4916 4920 4921 4922 4928 4929 4931 4937 4939 4940 4947 4949 4951 4952 4954 4960 4962 4963 4970 4971 4974 4975 4980 4981 4984 4986 4987 4992 4994 4999 5000 5001 5002 5004 5006 5008 5011 5012 5016 5019 5020 5023 5024 5025 5026 5028 5029 5032 5035 5040 5042 5043 5048 5050 5051 5052 5054 5056 5058 5060 5065 5066 5068 5070 5075 5076 5077 5078 5080 5085 5088 5089 5100 5105 5106 5107 5108 5109 5111 5112 5113 5125 5127 5128 5129 5131 5134 5136 5137 5140 5141 5142 5147 5148 5153 5154 5156 5157 5158 5160 5164 5165 5168 5169 5174 5176 5178 5185 5189 5192 5194 5202 5209 5210 5218 5219 5222 5225 5230 5231 5234 5235 5237 5238 5239 5241 5242 5243 5246 5249 5253 5254 5269 5270 5275 5278 5280 5288 5289 5291 5293 5295 5296 5300 5303 5304 5305 5306 5309 5315 5316 5317 5320 5321 5323 5325 5333 5338 5346 5351 5353 5358 5359 5363 5364 5367 5371 5372 5373 5375 5378 5380 5383 5384 5385 5386 5388 5389 5392 5394 5397 5399 5401 5404 5406 5407 5413 5417 5420 5421 5424 5427 5431 5433 5434 5438 5439 5447 5448 5450 5451 5453 5455 5456 5460 5471 5472 5476 5479 5482 5484 5486 5489 5492 5499 5501 5513 5515 5518 5519 5525 5526 5527 5533 5540 5543 5544 5545 5546 5548 5554 5556 5558 5561 5564 5567 5570 5571 5573 5575 5576 5579 5582 5588 5589 5591 5596 5603 5606 5609 5618 5623 5625 5630 5632 5634 5636 5639 5642 5646 5647 5652 5653 5656 5658 5659 5660 5661 5664 5665 5666 5668 5669 5672 5678 5679 5682 5684 5685 5686 5691 5692 5693 5695 5698 5699 5704 5705 5712 5713 5714 5716 5719 5720 5725 5727 5730 5738 5741 5742 5743 5745 5752 5754 5757 5761 5762 5763 5766 5767 5769 5770 5773 5776 5777 5780 5782 5783 5784 5789 5791 5792 5793 5794 5801 5808 5812 5814 5817 5818 5821 5824 5826 5827 5831 5834 5837 5838 5839 5840 5842 5844 5849 5850 5854 5855 5856 5860 5863 5865 5866 5869 5876 5879 5881 5882 5883 5890 5891 5893 5894 5896 5899 5905 5906 5911 5915 5916 5917 5919 5920 5921 5922 5928 5929 5931 5941 5942 5945 5946 5947 5950 5951 5953 5954 5957 5959 5964 5969 5970 5975 5977 5979 5980 5981 5986 5988 5993 5994 5997 5999 6002 6005 6013 6014 6015 6016 6019 6024 6027 6028 6029 6031 6034 6036 6037 6046 6047 6049 6052 6053 6055 6062 6065 6067 6074 6075 6079 6080 6082 6086 6087 6090 6092 6094 6095 6096 6104 6105 6109 6111 6115 6117 6119 6121 6127 6132 6134 6136 6138 6139 6141 6143 6400 6401 6402 6408 6409 6411 6414 6418 6419 6423 6424 6425 6428 6429 6430 6436 6439 6445 6449 6450 6451 6453 6454 6456 6459 6460 6462 6467 6468 6469 6472 6475 6477 6479 6480 6481 6483 6485 6486 6487 6488 6489 6491 6492 6493 6497 6498 6499 6501 6502 6506 6509 6510 6511 6514 6516 6517 6522 6523 6535 6550 6553 6556 6557 6559 6583 6592 6593 6594 6596 6597 6599 6602 6603 6604 6607 6610 6611 6615 6617 6620 6621 6622 6625 6627 6633 6637 6638 6640 6643 6647 6651 6652 6654 6655 6993 6996 6997 7170 7171 7176 7177 7179 7180 7184 7186 7189 7192 7197 7199 7202 7203 7204 7206 7207 7208 7210 7212 7214 7216 7217 7221 7222 7223 7228 7229 7233 7236 7238 7239 7241 7243 7244 7248 7250 7253 7255 7263 7264 7265 7267 7268 7271 7272 7276 7278 7279 7282 7283 7284 7288 7296 7297 7298 7300 7301 7302 7304 7305 7306 7308 7312 7315 7317 7320 7323 7324 7325 7326 7328 7332 7333 7334 7336 7339 7344 7348 7350 7352 7354 7355 7357 7358 7360 7361 7362 7364 7366 7369 7371 7373 7375 7376 7380 7383 7385 7386 7387 7388 7389 7391 7394 7395 7397 7398 7402 7404 7405 7407 7408 7410 7412 7413 7414 7419 7420 7421 7429 7430 7431 7434 7435 7437 7440 7441 7444 7447 7448 7451 7452 7453 7454 7456 7458 7462 7467 7468 7471 7474 7475 7479 7484 7485 7489 7492 7497 7499 7503 7522 7523 7524 7529 7530 7538 7539 7552 7555 7556 7558 7559 7561 7564 7566 7572 7583 7584 7588 7589 7590 7592 7594 7597 7604 7608 7612 7645 7665 7667 7668 7669 7670 7673 7674 7675 7681 7684 7685 7745 7758 7762 7768 7769 7780 7782 7783 7788 7792 8016 8017 8019 8025 8026 8039 8048 8192 8194 8195 8197 8199 8201 8204 8206 8215 8216 8218 8219 8222 8223 8224 8226 8227 8228 8229 8230 8240 8242 8243 8245 8246 8248 8249 8250 8252 8253 8254 8256 8258 8260 8261 8268 8270 8271 8272 8273 8275 8276 8279 8280 8281 8282 8284 8287 8288 8289 8290 8292 8296 8297 8299 8302 8304 8307 8308 8310 8312 8313 8314 8317 8318 8321 8322 8326 8330 8331 8332 8333 8334 8337 8339 8340 8342 8343 8344 8346 8348 8349 8351 8352 8354 8357 8359 8362 8366 8370 8371 8372 8373 8374 8376 8377 8379 8380 8381 8382 8384 8385 8388 8389 8390 8395 8402 8403 8405 8406 8407 8410 8413 8414 8415 8416 8418 8421 8424 8427 8428 8434 8436 8437 8438 8440 8441 8442 8444 8447 8453 8455 8457 8458 8459 8460 8461 8464 8465 8467 8468 8469 8471 8477 8484 8486 8487 8489 8497 8498 8499 8500 8503 8506 8508 8509 8510 8512 8513 8514 8517 8518 8519 8520 8523 8526 8527 8528 8530 8531 8536 8538 8539 8541 8542 8543 8545 8547 8553 8554 8557 8558 8559 8560 8561 8565 8566 8567 8573 8575 8581 8582 8583 8585 8586 8596 8597 8601 8605 8607 8608 8610 8612 8614 8615 8616 8617 8618 8620 8621 8624 8626 8628 8633 8635 8636 8638 8644 8646 8648 8649 8650 8653 8655 8658 8659 8660 8663 8667 8669 8670 8671 8672 8673 8675 8677 8679 8680 8682 8683 8686 8687 8688 8690 8691 8692 8693 8697 8700 8703 8704 8706 8707 8712 8714 8715 8716 8717 8719 8721 8726 8727 8729 8730 8733 8735 8739 8742 8744 8751 8752 8754 8756 8758 8759 8760 8761 8762 8764 8765 8766 8768 8770 8771 8772 8773 8779 8781 8782 8783 8784 8785 8787 8794 8802 8804 8805 8808 8809 8811 8813 8814 8816 8822 8829 8830 8832 8834 8836 8839 8840 8843 8848 8857 8859 8860 8861 8863 8866 8874 8875 8877 8880 8883 8886 8887 8889 8890 8892 8896 8897 8898 8900 8901 8903 8905 8906 8912 8913 8916 8918 8920 8923 8925 8926 8928 8929 8933 8938 8940 8941 8943 8945 8946 8947 8951 8956 8959 8960 8963 8968 8971 8974 8977 8979 8990 8991 8994 8996 8998 9009 9011 9012 9014 9020 9022 9026 9027 9031 9035 9037 9038 9039 9040 9042 9043 9044 9047 9050 9051 9053 9054 9055 9056 9059 9062 9064 9066 9069 9073 9075 9079 9084 9086 9087 9089 9091 9093 9094 9100 9109 9111 9121 9122 9127 9130 9135 9137 9139 9140 9142 9144 9145 9148 9149 9153 9154 9155 9157 9159 9160 9167 9172 9173 9175 9176 9178 9180 9181 9183 9185 9186 9187 9190 9191 9193 9197 9200 9201 9202 9205 9206 9208 9210 9211 9214 9215 9216 9217 9219 9220 9222 9223 9224 9225 9227 9233 9235 9237 9238 9239 9240 9241 9242 9248 9249 9250 9253 9254 9256 9257 9258 9261 9262 9263 9268 9269 9271 9272 9273 9275 9276 9277 9279 9284 9285 9292 9294 9295 9297 9298 9299 9309 9310 9311 9313 9320 9322 9323 9325 9327 9328 9329 9331 9336 9337 9339 9341 9343 9344 9345 9347 9349 9350 9352 9353 9355 9357 9358 9359 9364 9366 9367 9369 9370 9373 9375 9376 9379 9380 9381 9382 9385 9386 9387 9389 9390 9391 9392 9396 9397 9399 9403 9409 9410 9411 9416 9417 9424 9426 9427 9428 9429 9432 9433 9435 9452 9455 9460 9461 9462 9466 9485 9486 9487 9492 9494 9500 9503 9512 9513 9514 9516 9517 9518 9521 9522 9525 9526 9529 9530 9531 9533 9534 9576 9578 9598 9600 9601 9602 9604 9605 9607 9609 9610 9611 9613 9614 9615 9616 9618 9619 9621 9623 9625 9626 9627 9632 9633 9635 9637 9638 9639 9640 9641 9643 9644 9645 9648 9649 9651 9653 9655 9657 9658 9660 9662 9664 9666 9672 9681 9684 9692 9694 9714 9715 9716 9724 9726 9730 9732 9733 9737 9738 9739 9740 9742 9743 9744 9745 9747 9748 9750 9755 9759 9760 9765 9767 9769 9771 9773 9774 9775 9776 9778 9780 9782 9784 9786 9787 9790 9791 9793 9794 9795 9796 9797 9798 9801 9804 9805 9806 9808 9810 9811 9812 9813 9814 9818 9826 9828 9829 9830 9832 9835 9836 9837 9840 9841 9842 9848 9849 9850 9852 9853 9854 9856 9857 9859 9862 9864 9865 9868 9872 9873 9875 9877 9879 9881 9882 9883 9886 9888 9889 9890 9893 9894 9895 9896 9897 9898 9900 9903 9904 9906 9907 9911 9913 9914 9916 9918 9922 9924 9925 9927 9930 9931 9932 9933 9935 9936 9938 9943 9945 9946 9949 9950 9951 9952 9953 9958 9961 9963 9967 9970 9971 9972 9973 9974 9977 9980 9983 9984 9987 9988 9989 9991 9992 9994 9997 9998 9999 10000 10001 10002 10006 10007 10012 10016 10019 10020 10021 10022 10025 10026 10029 10030 10031 10033 10034 10036 10041 10042 10060 10063 10065 10066 10067 10068 10071 10073 10074 10075 10076 10079 10084 10087 10092 10096 10097 10099 10100 10101 10102 10104 10105 10106 10108 10109 10110 10116 10117 10118 10120 10122 10124 10127 10128 10131 10132 10136 10138 10152 10153 10154 10157 10158 10160 10162 10163 10168 10170 10177 10181 10182 10183 10185 10188 10190 10191 10193 10194 10195 10196 10197 10199 10206 10209 10211 10213 10214 10215 10217 10219 10220 10221 10222 10232 10233 10235 10237 10238 10239 10240 10244 10248 10249 10252 10254 10261 10265 10270 10272 10273 10275 10285 10288 10289 10290 10292 10294 10295 10296 10299 10303 10305 10307 10308 10309 10313 10316 10320 10321 10322 10326 10328 10330 10331 10336 10337 10338 10340 10344 10346 10348 10350 10352 10353 10356 10358 10361 10362 10368 10370 10374 10376 10381 10383 10389 10391 10393 10395 10398 10399 10400 10401 10403 10404 10406 10409 10410 10411 10420 10422 10424 10426 10428 10429 10430 10432 10433 10434 10436 10437 10441 10442 10443 10444 10445 10454 10458 10461 10466 10468 10472 10473 10474 10478 10479 10480 10482 10483 10484 10486 10487 10489 10490 10493 10495 10497 10498 10499 10502 10506 10507 10508 10511 10514 10516 10518 10520 10523 10527 10529 10530 10532 10533 10536 10537 10539 10543 10547 10549 10556 10558 10560 10561 10566 10569 10570 10573 10575 10576 10578 10582 10585 10587 10588 10596 10599 10600 10603 10606 10607 10609 10611 10613 10614 10616 10619 10621 10622 10623 10624 10625 10627 10631 10634 10636 10638 10639 10649 10650 10651 10655 10656 10659 10660 10661 10662 10666 10668 10669 10674 10678 10679 10681 10684 10685 10686 10688 10691 10693 10694 10698 10705 10706 10709 10710 10712 10713 10716 10718 10720 10724 10729 10732 10735 10736 10742 10744 10745 10754 10758 10759 10764 10767 10769 10774 10776 10777 10778 10781 10782 10784 10785 10794 10796 10797 10800 10802 10803 10806 10813 10816 10817 10821 10825 10828 10832 10833 10838 10839 10843 10845 10847 10853 10854 10855 10857 10858 10860 10862 10866 10867 10875 10878 10880 10881 10883 10885 10886 10887 10888 10897 10898 10901 10902 10903 10904 10908 10910 10912 10914 10917 10918 10920 10922 10926 10927 10928 10929 10930 10935 10939 10945 10949 10951 10952 10964 10969 10973 10976 10978 10980 10981 10985 10991 10992 10993 10996 10999 11003 11007 11008 11009 11011 11015 11017 11019 11020 11029 11030 11031 11035 11037 11039 11042 11043 11044 11048 11050 11051 11053 11055 11058 11064 11065 11068 11070 11071 11074 11075 11076 11077 11082 11086 11087 11089 11093 11104 11106 11107 11108 11111 11112 11113 11115 11130 11133 11137 11142 11143 11150 11151 11152 11158 11159 11166 11169 11171 11172 11175 11177 11179 11181 11182 11187 11188 11191 11192 11196 11204 11205 11211 11220 11228 11230 11232 11234 11235 11236 11238 11241 11245 11247 11255 11258 11259 11261 11264 11265 11271 11276 11277 11279 11281 11283 11286 11288 11291 11293 11294 11296 11297 11299 11300 11303 11306 11308 11312 11315 11316 11317 11320 11323 11325 11329 11331 11333 11335 11336 11339 11340 11342 11343 11345 11347 11348 11349 11350 11356 11359 11362 11375 11382 11384 11385 11386 11390 11392 11394 11395 11396 11398 11399 11400 11401 11404 11405 11407 11408 11409 11411 11414 11416 11417 11420 11422 11424 11428 11432 11436 11438 11440 11442 11443 11445 11446 11451 11452 11459 11461 11462 11464 11467 11468 11469 11471 11472 11476 11477 11478 11480 11482 11483 11484 11486 11488 11492 11497 11499 11500 11501 11503 11504 11513 11514 11526 11536 11538 11544 11552 11557 11565 11566 11568 11587 11589 11590 11591 11593 11595 11596 11599 11600 11602 11603 11604 11608 11609 11612 11616 11633 11634 11635 11638 11642 11643 11644 11649 11651 11657 11659 11681 11682 11684 11686 11690 11691 11692 11729 11730 11731 11732 11737 11738 11751 11762 11763 11768 11769 11770 11777 11781 11782 11784 11785 11788 11789 11792 11808 11809 11816 11817 11820 11823 11825 11827 11828 11835 11836 11837 11842 11847 11851 11854 11856 11875 11880 11881 11884 11905 11907 11922 11927 11930 11936 11937 11938 11942 11945 11946 11948 11949 11951 11952 11955 12103 15354 24883 24888 24893 24894 24977 24980 24989 25026 25027 25032 25034 25035 25060 25063 25072 25073 25078 25080 25082 25083 25217 25223 25225 25228 25229 25231 25234 25235 25241 25242 25243 25244 25245 25268 25269 25288 25290 25292 25294 25295 25306 25312 25316 25317 25328 25330 25331 25333 25334 25335 25336 25337 25340 25428 25429 25505 25506 25507 25510 25512 25513 25515 25516 25517 25518 25528 25530 25534 25559 25564 25566 25567 25578 25579 25581 25583 25588 25590 25591 25592 25593 25596 25597 25599 25680 25683 25686 25689 25695 25712 25713 25715 25716 25717 25719 25721 25726 25727 25768 25770 25813 25815 25821 25823 25838 25839 25841 25843 25844 25845 25846 25848 25850 25851 25887 25890 25896 25898 25899 25902 25903 25906 25907 25908 25911 25913 25914 25915 25917 25918 25919 25924 25925 25926 25928 25929 25932 25933 25934 25936 25937 25938 25941 25942 25943 25953 25954 25955 25956 25958 25959 25962 25973 25974 25976 25979 25992 25993 26000 26008 26010 26013 26015 26024 26027 26028 26029 26030 26032 26034 26035 26037 26038 26039 26041 26042 26043 26045 26046 26047 26048 26052 26054 26055 26061 26062 26063 26064 26066 26067 26070 26072 26080 26081 26082 26086 26087 26088 26089 26090 26092 26094 26095 26096 26101 26103 26104 26105 26106 26108 26110 26111 26116 26124 26125 26126 26136 26139 26141 26165 26166 26167 26169 26170 26171 26177 26178 26180 26181 26184 26186 26187 26190 26191 26193 26194 26195 26196 26197 26198 26200 26201 26204 26206 26207 26208 26211 26213 26215 26216 26217 26218 26221 26223 26227 26229 26230 26231 26233 26235 26241 26243 26244 26245 26247 26249 26250 26254 26255 26261 26262 26263 26264 26265 26267 26268 26271 26276 26278 26279 26282 26283 26287 26288 26289 26299 26300 26301 26303 26305 26306 26307 26313 26314 26315 26317 26318 26319 26325 26327 26335 26338 26339 26343 26344 26345 26347 26349 26350 26351 26354 26355 26356 26357 26358 26360 26362 26363 26366 26367 26372 26373 26375 26376 26377 26378 26382 26383 26384 26385 26388 26391 26392 26393 26395 26398 26399 26400 26402 26403 26404 26407 26408 26409 26416 26417 26418 26420 26421 26423 26425 26426 26429 26430 26431 26433 26435 26436 26439 26440 26442 26443 26445 26446 26448 26450 26451 26453 26456 26458 26468 26473 26474 26481 26483 26484 26486 26487 26488 26489 26491 26493 26495 26498 26499 26502 26504 26505 26507 26508 26511 26512 26515 26520 26522 26524 26525 26526 26528 26529 26531 26533 26534 26535 26536 26542 26543 26544 26546 26552 26554 26556 26560 26562 26563 26565 26566 26567 26571 26574 26575 26576 26577 26579 26584 26585 26587 26590 26591 26594 26598 26600 26604 26607 26609 26611 26615 26617 26619 26620 26621 26622 26847 26862 26870 26871 26872 26874 26875 26877 26878 26896 26899 26909 26911 26926 26933 26941 26944 26946 26947 26948 26956 26958 26961 26962 26964 26965 26967 26977 26979 26980 26986 26996 26998 27002 27011 27012 27014 27015 27016 27018 27019 27021 27028 27030 27032 27033 27037 27038 27039 27040 27041 27042 27045 27046 27047 27048 27049 27051 27053 27054 27060 27061 27062 27064 27065 27068 27072 27074 27080 27082 27083 27090 27091 27094 27098 27099 27103 27104 27105 27110 27111 27113 27114 27116 27119 27120 27121 27122 27125 27126 27127 27132 27133 27167 27191 27194 27195 27196 27197 27198 27203 27208 27212 27213 27216 27217 27219 27221 27224 27226 27229 27230 27233 27235 27236 27238 27239 27245 27248 27249 27252 27253 27256 27259 27260 27261 27273 27278 27279 27281 27284 27285 27286 27290 27294 27295 27298 27299 27301 27303 27305 27308 27309 27317 27321 27322 27323 27324 27326 27327 27329 27333 27334 27335 27337 27340 27341 27343 27345 27346 27347 27348 27350 27351 27352 27353 27354 27357 27359 27363 27366 27367 27369 27370 27371 27372 27373 27375 27377 27379 27382 27383 27386 27387 27390 27391 27392 27393 27403 27408 27409 27410 27413 27414 27415 27416 27419 27421 27422 27424 27427 27428 27430 27431 27433 27435 27437 27439 27442 27444 27451 27453 27458 27459 27460 27462 27464 27465 27466 27473 27479 27480 27481 27483 27485 27486 27491 27492 27493 27495 27496 27498 27503 27508 27510 27513 27514 27516 27517 27521 27522 27523 27524 27526 27528 27531 27533 27534 27536 27539 27543 27545 27548 27550 27551 27553 27554 27555 27556 27557 27563 27564 27565 27567 27569 27570 27571 27573 27574 27577 27578 27584 27585 27587 27588 27592 27593 27599 27602 27605 27606 27609 27612 27615 27616 27617 27620 27622 27623 27627 27631 27632 27639 27644 27645 27649 27650 27651 27653 27655 27659 27660 27663 27664 27665 27666 27668 27669 27671 27673 27676 27677 27680 27681 27682 27684 27686 27688 27689 27691 27693 27694 27695 27697 27699 27700 27703 27704 27705 27706 27712 27714 27720 27721 27723 27725 27726 27728 27731 27733 27734 27740 27743 27744 27749 27750 27753 27754 27755 27756 27762 27763 27764 27766 27767 27769 27772 27775 27779 27782 27783 27788 27789 27792 27793 27796 27797 27800 27802 27803 27804 27805 27810 27814 27816 27819 27824 27825 27828 27831 27836 27837 27838 27840 27841 27846 27847 27848 27850 27851 27853 27854 27856 27858 27862 27866 27868 27870 27873 27880 27881 27883 27885 27887 27888 27889 27891 27896 27900 27901 27912 27917 27918 27919 27921 27922 27927 27928 27931 27932 27934 27935 27936 27937 27942 27943 27947 27948 27949 27951 27952 27955 27959 27962 27963 27964 27965 27968 27971 27972 27973 27975 27977 27978 27979 27988 27990 27994 27999 28000 28001 28002 28004 28005 28007 28008 28009 28011 28012 28014 28016 28018 28019 28022 28024 28026 28027 28028 28029 28033 28035 28036 28037 28039 28042 28044 28046 28047 28048 28049 28054 28056 28059 28061 28063 28066 28067 28068 28075 28076 28077 28081 28083 28084 28086 28087 28089 28090 28094 28095 28096 28097 28101 28105 28106 28107 28109 28117 28118 28120 28122 28123 28124 28128 28130 28131 28133 28135 28136 28139 28141 28144 28145 28146 28148 28149 28156 28157 28158 28160 28161 28163 28165 28167 28169 28172 28176 28179 28184 28186 28189 28190 28191 28192 28193 28195 28197 28199 28201 28202 28205 28208 28209 28211 28215 28217 28220 28223 28231 28232 28234 28235 28236 28237 28238 28241 28243 28245 28248 28252 28254 28255 28256 28257 28260 28266 28270 28271 28273 28274 28275 28276 28279 28280 28281 28283 28287 28289 28291 28292 28295 28297 28301 28302 28305 28307 28311 28313 28315 28320 28323 28324 28327 28331 28333 28334 28337 28338 28339 28341 28342 28344 28347 28348 28349 28351 28354 28355 28357 28358 28359 28366 28367 28374 28375 28378 28380 28383 28388 28396 28399 28406 28412 28413 28414 28418 28419 28421 28422 28423 28428 28429 28430 28432 28433 28434 28436 28439 28445 28452 28455 28463 28468 28470 28471 28475 28477 28479 28483 28485 28490 28492 28494 28496 28497 28498 28500 28501 28502 28508 28510 28513 28515 28522 28523 28524 28525 28527 28540 28541 28543 28546 28548 28551 28553 28554 28560 28561 28562 28564 28566 28571 28573 28577 28578 28581 28585 28586 28589 28591 28595 28598 28599 28606 28607 28608 28610 28612 28613 28614 28616 28617 28618 28622 28623 28624 28628 28632 28634 28640 28641 28644 28645 28646 28648 28649 28652 28654 28665 28666 28669 28670 30975 31146 31286 31287 31291 31309 31311 31315 31316 31317 31318 31320 31321 31322 31324 31325 31326 31329 31330 31331 31336 31338 31339 31340 31342 31343 31345 31357 31358 31366 31368 31370 31373 31374 31375 31376 31377 31378 31381 31382 31383 31392 31393 31394 31400 31401 31403 31404 31406 31407 31408 31411 31413 31414 31415 31416 31417 31418 31424 31425 31426 31433 31434 31435 31436 31438 31439 31445 31446 31447 31449 31457 31458 31459 31460 31462 31463 31464 31466 31467 31468 31469 31470 31477 31478 31479 31481 31482 31483 31488 31523 31526 31528 31530 31531 31537 31538 31539 31545 31546 31547 31582 31586 31590 31592 31593 31594 31596 31597 31601 31604 31606 31608 31610 31611 31624 31625 31627 31629 31630 31631 31633 31634 31635 31641 31642 31646 31648 31649 31650 31656 31659 31660 31661 31668 31670 31671 31672 31673 31676 31677 31678 31693 31694 31704 31706 31707 31717 31718 31724 31725 31726 31733 31734 31735 31736 31737 31739 32299 32302 32303 32389 32390 32391 32397 32398 32400 32402 32403 32407 32412 32413 32415 32416 32418 32419 32424 32425 32427 32430 32431 32432 32433 32434 32440 32442 32443 32457 32458 32459 32474 32475 32484 32486 32488 32489 32490 32492 32494 32495 32505 32507 32674 32678 32684 32686 32687 32696 32698 44605 44607 44619 44640 44641 44642 44648 44649 44650 44652 44654 44693 44736 44737 44739 44740 44742 44743 44747 44769 44773 44774 44775 44780 44783 44786 44792 44794 45023 45039 45043 45044 45046 45047 45049 45050 45051 45053 45054 45055 8.157980699529898e-21 6.090060298487514e-19 https://cdsarc.cds.unistra.fr/viz-bin/moc/J/AJ/146/101?format=ascii Optical Infrared default J/AJ/146/101/variables Periodic LINEAR Variables (PLV) catalog: light curve data , SDSS data , 2MASS and WISE data recno Record number assigned by the VizieR team. Should Not be used for identification. meta.record int LINEAR [2522/24268361] Internal LINEAR source number meta.id;meta.main int T1 [0/11] Light curve type (1) meta.note int q_T1 [0/5] Classification grade, 0=best (7) meta.code.qual int Period [0.04/1964]? Best-fit period (2) d time.period;meta.modelled double nullable Amp [0.01/9.4]? Light curve amplitude (3) mag src.var.amplitude float nullable mag [14/17] Median LINEAR magnitude mag phot.mag;em.opt float e_mag Standard deviation of LINEAR magnitudes; all points mag stat.error;phot.mag float rms Robust estimate of the standard deviation (4) mag stat.error float chi2 [0.477/] log({chi}^2^) for non-variable (5) stat.fit.goodness float No [30/1150] Number of LINEAR observations meta.number int skew Skewness in LINEAR light curve stat.fit.param float kurt Kurtosis in LINEAR light curve stat.fit.param float chi95 log({chi}^2^) on 95% points (6) stat.fit.goodness float T2 [0/11] Alternative classification type (1) meta.note int T3 [0/12] Alternative classification type (type 12 is not defined) (1) meta.note int RAJ2000 Right Ascension in decimal degrees (J2000) deg pos.eq.ra;meta.main DEJ2000 Declination in decimal degrees (J2000) deg pos.eq.dec;meta.main To [0/6]? SDSS object type (0, 3, 6) (8) src.class int nullable S [0/1] 1=object saturated in at least one SDSS band, 0 otherwise meta.code int Ar SDSS r band extinction (9) mag phys.absorption;em.opt.R float umag ? SDSS u band model magnitude (10) mag phot.mag;em.opt.U float nullable e_umag ? Uncertainty in umag mag stat.error;phot.mag;em.opt.U float nullable gmag ? SDSS g band model magnitude (10) mag phot.mag;em.opt.B float nullable e_gmag ? Uncertainty in gmag mag stat.error;phot.mag;em.opt.B float nullable rmag ? SDSS r band model magnitude (10) mag phot.mag;em.opt.R float nullable e_rmag ? Uncertainty in rmag mag stat.error;phot.mag;em.opt.R float nullable imag ? SDSS i band model magnitude (10) mag phot.mag;em.opt.I float nullable e_imag ? Uncertainty in imag mag stat.error;phot.mag;em.opt.I float nullable zmag ? SDSS z band model magnitude (10) mag phot.mag;em.opt.I float nullable e_zmag ? Uncertainty in zmag mag stat.error;phot.mag;em.opt.I float nullable Jmag ? 2MASS J band magnitude (11) mag phot.mag;em.IR.J float nullable e_Jmag ? Uncertainty in Jmag mag stat.error;phot.mag;em.IR.J float nullable Hmag ? 2MASS H band magnitude (11) mag phot.mag;em.IR.H float nullable e_Hmag ? Uncertainty in Hmag mag stat.error;phot.mag;em.IR.H float nullable Kmag ? 2MASS Ks band magnitude (11) mag phot.mag;em.IR.K float nullable e_Kmag ? Uncertainty in Kmag mag stat.error;phot.mag;em.IR.K float nullable W1mag ? WISE/W1 3.4{mu} band magnitude (11) mag phot.mag;em.IR.3-4um float nullable e_W1mag ? Uncertainty in W1mag mag stat.error;phot.mag float nullable W2mag ? WISE/W2 4.6{mu} band magnitude (11) mag phot.mag;em.IR.4-8um float nullable e_W2mag ? Uncertainty in W2mag mag stat.error;phot.mag float nullable W3mag ? WISE/W3 12{mu} band magnitude (11) mag phot.flux.density;em.IR.8-15um float nullable e_W3mag ? Uncertainty in W3mag mag stat.error;phot.mag float nullable W4mag ? WISE/W4 22{mu} band magnitude (11) mag phot.flux.density;em.IR.15-30um float nullable e_W4mag ? Uncertainty in W4mag mag stat.error;phot.mag float nullable SDSS Display the SDSS-DR9 photometric data (cat. V/139) within 1.5" meta.ref.url char WISE Display the WISE data (cat. II/328) within 1.5" meta.ref.url char Sloan Display the SDSS data for this variable meta.ref.url char 2M Display the 2MASS data (Cutri et al. 2003, Cat. II/246) meta.ref.url char