The largest ground-based catalogue of M-dwarf flares
Paper • 2510.24655 • Published
id large_string | class int32 | mjd large list | mag large list | magerr large list |
|---|---|---|---|---|
ZTFDR730205300044373_MJD58455.18165 | 0 | [
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0.0269... |
ZTFDR655205200002175_MJD58786.38102 | 0 | [
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ZTFDR436202200055092_MJD59015.41453 | 0 | [
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ZTFDR800204400016836_MJD58441.07085 | 0 | [
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0.... |
ZTFDR538207300062101_MJD58333.24516 | 0 | [
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0.1672064065933227... |
ZTFDR281214300181636_MJD58690.21707 | 0 | [
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ZTFDR489204300084784_MJD58716.19545 | 0 | [
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ZTFDR283215100109000_MJD58716.20295 | 0 | [
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ZTFDR538201200122360_MJD58670.22579 | 0 | [
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ZTFDR733216100042803_MJD58648.37682 | 0 | [
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ZTFDR284207300040478_MJD58719.17643 | 0 | [
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ZTFDR731216100010415_MJD58455.18443 | 0 | [
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... |
ZTFDR688204400081186_MJD58449.06813 | 0 | [
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ZTFDR434210200044704_MJD58671.21935 | 0 | [
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ZTFDR778204300012327_MJD58838.15359 | 0 | [
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ZTFDR333213300184495_MJD58315.25928 | 0 | [
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0.0252... |
ZTFDR283214400157284_MJD58720.20329 | 0 | [
58720.20329,
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58720.22107,
58720.22152,
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58720.23084,
58720.23285,
58720.2333,
58720.24393,
58720.25068,
58720.26073,
58720.26118
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18.644161224365234,
18.949857711791992,
19.34646987915039,
19.068828582763672,
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18.619945526123047,
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18.877220153808594,
18.947261810302734,
19.109516143798828,
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0.051088426262140274,
0.0615876242518425,
0.07929537445306778,
0.06638544797897339,
0.06913504749536514,
0.05036059021949768,
0.06303632259368896,
0.04927336052060127,
0.05886205658316612,
0.0614875853061676,
0.06812462210655212,
0.059090763330459595
] |
ZTFDR642208100027398_MJD58802.09603 | 0 | [
58802.09603,
58802.09648,
58802.09694,
58802.09738,
58802.09783,
58802.09829,
58802.09874,
58802.09919,
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58802.10054,
58802.10099,
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58802.10235,
58802.1028,
58802.10325,
58802.1037,
58802.10415,
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58802.10506,
58802... | [
15.124078750610352,
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15.144953727722168,
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15.156950950622559,
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0.011455792002379894,
0.011417127214372158,
0.011405453085899353,
0.011418039910495281,
0.0114... |
ZTFDR436202400166992_MJD58348.24156 | 0 | [
58348.24156,
58348.24524,
58348.25214,
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58348.27056,
58348.27424,
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58348.30775,
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20.490501403808594,
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19.888002395629883,
20.440021514892578,
20.491056442260742,
20.46071434020996,
20.88758087158203,
20.3240146636... | [
0.1577429473400116,
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0.13400030136108398,
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0.11031804978847504,
0.1196245327591896,
0.15524843335151672,
0.15776889026165009,
0.1563023030757904,
0.1827605962753296,
0... |
ZTFDR663214200008341_MJD58506.26466 | 0 | [
58506.26466,
58506.28094,
58506.29689,
58506.31294,
58506.32945,
58506.34675,
58506.3643,
58506.38183,
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58506.41434
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18.92232322692871,
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18.899023056030273,
18.8533992767334,
18.89065933227539,
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0.061368830502033234,
0.051478415727615356,
0.05628018081188202,
0.057339347898960114,
0.05298613756895065,
0.06025803089141846,
0.058144137263298035,
0.05986448749899864,
0.06855796277523041,
0.06301964819431305
] |
End of preview. Expand in Data Studio
Hour-Scale ZTF Light Curves for M-Dwarf Flare Search
The dataset is built from short, high-cadence chunks of ZTF DR17 light curves and simulated stellar flares. The training dataset is composed of both real (class 0, non-flares) and simulated (class 1, flares) data. The test dataset contains a small number of flares (class 1) found in ZTF by arXiv:2404.07812.
The dataset is described and used by arXiv:2510.24655. The original photometric data is from the Zwicky Transient Facility.
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