object_id stringlengths 12 12 | host_image_id stringlengths 21 37 | lc_mjd listlengths 10 660 | lc_flux_njy listlengths 10 660 | lc_flux_error_njy listlengths 10 660 | lc_band listlengths 10 660 | atcat_flux listlengths 10 660 | atcat_flux_error listlengths 10 660 | atcat_band_id listlengths 10 660 | atcat_use listlengths 10 660 | atcat_length int32 10 643 | image_flux array 3D | image_bands listlengths 3 3 | image_modality stringclasses 1
value | display_image imagewidth (px) 128 128 | transient_caption stringlengths 476 862 | host_image_caption stringlengths 288 546 | class_label stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ZTF18AADMSSD | legacy_9011_556294_5616 | [58504.255740699824,58507.20218749996,58507.25240739994,58510.19907409977,58510.25093750004,58513.40(...TRUNCATED) | [904672.106408742,638529.8434177402,884986.8141890941,516444.90828383353,778861.7928518299,666129.70(...TRUNCATED) | [33902.41864670762,19028.70045721368,28726.01892281525,39829.92178158218,32842.95994759629,23569.300(...TRUNCATED) | [
"r",
"g",
"r",
"g",
"r",
"r",
"g",
"r",
"r",
"g",
"r",
"r",
"r",
"r",
"g",
"g",
"r",
"r",
"g",
"r",
"r",
"g",
"r"
] | [24916.738825803608,17586.572226791675,24374.56085715407,14224.073900881831,21451.63505805938,18346.(...TRUNCATED) | [933.7501454934934,524.0939298648208,791.1802584985319,1097.0071382254785,904.5702299025559,649.1524(...TRUNCATED) | [
2,
1,
2,
1,
2,
2,
1,
2,
2,
1,
2,
2,
2,
2,
1,
1,
2,
2,
1,
2,
2,
1,
2
] | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 23 | [[[0.051969632506370544,0.05286324396729469,0.05619411915540695,0.060479238629341125,0.0622212998569(...TRUNCATED) | [
"DES-G",
"DES-R",
"DES-Z"
] | LegacySurveyImage | "The optical light curve spans approximately 77 days in the $g$ and $r$ bands, with the brightest sa(...TRUNCATED) | "The image presents a resolved spiral galaxy with a luminous, yellowish, centrally concentrated core(...TRUNCATED) | SN II | |
ZTF18AADSUXD | legacy_10000_504803_3523 | [59155.465451399796,59155.50989580015,59156.48900459986,59156.51331020007,59157.47844910016,59157.50(...TRUNCATED) | [62467.88469590918,93533.5030497171,141175.4562625123,109805.17286883916,156222.3620634611,177346.57(...TRUNCATED) | [7906.645235198385,10232.47470975763,13094.166209535388,9840.481429964679,11786.267765769668,14462.7(...TRUNCATED) | ["r","g","g","r","r","g","g","g","r","r","g","g","r","r","r","r","g","g","g","g","r","r","r","r","g"(...TRUNCATED) | [1720.5084106629229,2576.1265882329913,3888.2949384507383,3024.285588903665,4302.721136984726,4884.5(...TRUNCATED) | [217.7670925389537,281.8257555179637,360.6432842058313,271.0293640907496,324.62076985712264,398.3370(...TRUNCATED) | [2,1,1,2,2,1,1,1,2,2,1,1,2,2,2,2,1,1,1,1,2,2,2,2,1,1,1,2,2,1,1,2,2,1,2,1,2,2,2,1,1,2,2,2,2,2,1,1,2,1(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 62 | [[[-0.0006569366087205708,0.0015413229120895267,0.0011485688155516982,-0.0009083019685931504,-0.0009(...TRUNCATED) | [
"DES-G",
"DES-R",
"DES-Z"
] | LegacySurveyImage | "The optical light curve spans approximately 51 days in the $g$ and $r$ bands, rising from initial d(...TRUNCATED) | "The image is centered on a smoothly extended, bluish galaxy characterized by strong central concent(...TRUNCATED) | SN II | |
ZTF18AAERMEZ | legacy_9011_540123_2497 | [58508.2333217999,58508.469976900145,58511.42534720013,58511.43464120012,58514.38754629996,58514.411(...TRUNCATED) | [128044.10828516283,105917.37282819356,88907.9097540988,74541.6840269161,366158.90444235853,425196.0(...TRUNCATED) | [10037.041410811556,11992.055959008463,9730.439470233121,8363.855539610957,25205.819042258325,18330.(...TRUNCATED) | [
"r",
"r",
"g",
"g",
"r",
"r",
"g",
"g",
"g",
"g",
"g",
"r",
"r",
"g",
"r",
"r",
"r",
"r",
"r"
] | [3526.6275833233626,2917.206684255811,2448.727169985386,2053.048457420967,10084.853645980022,11710.8(...TRUNCATED) | [276.44307550251034,330.2886473433866,267.9985568501072,230.35970997770457,694.225902973357,504.8502(...TRUNCATED) | [
2,
2,
1,
1,
2,
2,
1,
1,
1,
1,
1,
2,
2,
1,
2,
2,
2,
2,
2
] | [
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true,
true
] | 19 | [[[0.007812578231096268,0.008467747829854488,0.008525360375642776,0.008241931907832623,0.00849916320(...TRUNCATED) | [
"DES-G",
"DES-R",
"DES-Z"
] | LegacySurveyImage | "The optical light curve spans approximately 59.0 days across the $g$ and $r$ bands, showing initial(...TRUNCATED) | "The image displays an elongated galaxy oriented diagonally across the frame, featuring a bright, co(...TRUNCATED) | SN Ia | |
ZTF18AAHTJSC | legacy_9011_572835_1361 | [58567.24541669991,58567.269201400224,58572.270659700036,58572.27858800022,58574.21215280006,58575.2(...TRUNCATED) | [86325.20135063947,88758.99987231246,141944.3139155898,162578.08361046592,158482.0207112894,209765.0(...TRUNCATED) | [9249.519175673244,9857.76149634543,12981.597029321989,15494.471466274219,17073.161339681497,20737.0(...TRUNCATED) | [
"r",
"g",
"g",
"r",
"r",
"r",
"g",
"r",
"g",
"g",
"g",
"g",
"r",
"r",
"r",
"g",
"g",
"g",
"g",
"g"
] | [2377.593473813782,2444.6258512791196,3909.471036619611,4477.772244136582,4364.9573040606765,5777.41(...TRUNCATED) | [254.7529120571606,271.5052966389642,357.5428715332814,426.7531805546672,470.2339101847435,571.14688(...TRUNCATED) | [
2,
1,
1,
2,
2,
2,
1,
2,
1,
1,
1,
1,
2,
2,
2,
1,
1,
1,
1,
1
] | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 20 | [[[-0.0019015517318621278,0.0007473009754903615,0.0027544181793928146,0.0014227040810510516,-0.00004(...TRUNCATED) | [
"DES-G",
"DES-R",
"DES-Z"
] | LegacySurveyImage | "The optical light curve spans approximately 20 days in the $g$ and $r$ bands, rising from initial d(...TRUNCATED) | "The image displays an elongated, inclined galaxy oriented diagonally from the lower-left to the upp(...TRUNCATED) | SN Ia | |
ZTF18AAHVNDQ | legacy_10000_481163_3355 | [58978.28915510001,58980.20862270007,58980.25260420004,58986.22364579979,58986.25606480008,58991.228(...TRUNCATED) | [305686.0358344361,623811.2461371991,666432.8556853078,2055939.8287492301,2099835.14381643,2451001.6(...TRUNCATED) | [16629.951145056908,18984.798176348027,17767.258774339498,54004.34120769513,68718.69619797773,62313.(...TRUNCATED) | ["r","g","r","g","r","r","g","g","g","r","g","g","r","r","g","g","r","g","g","r","g","r","r","g","g"(...TRUNCATED) | [8419.292541048642,17181.18839576226,18355.08499976099,56625.28488677292,57834.26225377447,67506.190(...TRUNCATED) | [458.02688778827206,522.8847606437988,489.350940959228,1487.4030665910227,1892.6700552444584,1716.26(...TRUNCATED) | [
2,
1,
2,
1,
2,
2,
1,
1,
1,
2,
1,
1,
2,
2,
1,
1,
2,
1,
1,
2,
1,
2,
2,
1,
1,
2,
1,
2,
1,
2,
2,
2,
1
] | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 33 | [[[0.021479154005646706,0.019685596227645874,0.018445853143930435,0.017592383548617363,0.01373394578(...TRUNCATED) | [
"DES-G",
"DES-R",
"DES-Z"
] | LegacySurveyImage | "The optical light curve spans approximately 67 days in the $g$ and $r$ bands, capturing a well-samp(...TRUNCATED) | "The image presents a highly elongated, edge-on disk galaxy extending diagonally from the top-left t(...TRUNCATED) | SN Ia | |
ZTF18AAILMNV | legacy_9011_613125_2901 | [58312.21909719985,58315.177245399915,58316.17685189983,58319.20598379988,58319.22494209977,58320.17(...TRUNCATED) | [32142.5257131488,66375.77424831042,82300.94084632133,118715.87558995659,108819.31806569188,148944.6(...TRUNCATED) | [7470.956345954434,8075.1815289915585,10405.916006723648,11392.032693678488,9286.938504936223,12884.(...TRUNCATED) | ["r","g","g","g","r","g","r","r","g","r","r","g","g","r","r","g","g","r","g","g","r","r","g","g","r"(...TRUNCATED) | [885.2786691693962,1828.1406264099112,2266.7561359067504,3269.7067209178167,2997.1328929421447,4102.(...TRUNCATED) | [205.76722409414157,222.40896751814762,286.60272550244383,313.76263434296146,255.7835259643182,354.8(...TRUNCATED) | [
2,
1,
1,
1,
2,
1,
2,
2,
1,
2,
2,
1,
1,
2,
2,
1,
1,
2,
1,
1,
2,
2,
1,
1,
2,
1,
2,
1,
2,
2,
2,
2,
2
] | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 33 | [[[-0.000429457169957459,-0.0013467195676639676,-0.0016426860820502043,-0.0011724780779331923,-0.001(...TRUNCATED) | [
"DES-G",
"DES-R",
"DES-Z"
] | LegacySurveyImage | "The optical light curve spans approximately 57 days of coverage in the $g$ and $r$ bands, capturing(...TRUNCATED) | "The image displays a centrally concentrated galaxy with a bright, elongated whitish-blue core embed(...TRUNCATED) | SN Ia | |
ZTF18AAIWZIE | legacy_10000_495208_412 | [59971.455023100134,59971.455972199794,59971.51188659994,59971.53824070003,59977.45695600007,59977.4(...TRUNCATED) | [31865.445897506845,34317.844338393406,37801.34041876743,40259.242579934646,95386.47505181778,93897.(...TRUNCATED) | [9047.61238595914,8318.789092881743,7336.28769322306,7531.240450789963,14590.569133095523,8478.75515(...TRUNCATED) | ["g","g","r","r","g","r","r","g","g","r","g","r","r","g","g","g","g","r","g","r","r","r","r","r","r"(...TRUNCATED) | [877.647257355829,945.1919191349443,1041.1353680602658,1108.8316148831025,2627.161674979668,2586.146(...TRUNCATED) | [249.19193730086613,229.11847696631398,202.05814140621524,207.42758621307215,401.8576430441161,233.5(...TRUNCATED) | [
1,
1,
2,
2,
1,
2,
2,
1,
1,
2,
1,
2,
2,
1,
1,
1,
1,
2,
1,
2,
2,
2,
2,
2,
2
] | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 25 | [[[-0.004334134049713612,0.0020942180417478085,-0.001060458249412477,0.0006325725698843598,0.0054793(...TRUNCATED) | [
"DES-G",
"DES-R",
"DES-Z"
] | LegacySurveyImage | "The light curve captures an initial $\\sim 1.3\\text{--}1.4\\text{ mag}$ rise over roughly 16 days (...TRUNCATED) | "The image features a centrally concentrated, roughly circular galaxy exhibiting a bright core surro(...TRUNCATED) | SN Ia | |
ZTF18AAIYKOZ | legacy_9011_543725_3523 | [59009.22359950002,59009.224074100144,59012.26032410003,59012.269872699864,59012.299895800184,59012.(...TRUNCATED) | [106298.71143784223,90931.17436842468,382245.16433998226,377894.6991744319,409613.63049990113,409617(...TRUNCATED) | [10377.194650356741,9682.382678841805,18333.92808635574,19004.57371949907,15695.425358081025,15861.0(...TRUNCATED) | ["r","r","r","r","g","g","r","g","g","g","g","g","r","r","r","r","g","g","r","r","r","r","g","g","g"(...TRUNCATED) | [2927.709621699665,2504.4525047376337,10527.90603337395,10408.084273055634,11281.69618401383,11281.7(...TRUNCATED) | [285.81167366139846,266.67496290770424,504.95830980378827,523.4294243295059,432.2879103232854,436.84(...TRUNCATED) | [2,2,2,2,1,1,2,1,1,1,1,1,2,2,2,2,1,1,2,2,2,2,1,1,1,1,2,1,1,2,2,2,1,1,2,2,1,1,1,1,1,2,1,1,2,2,1,2,2,1(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 138 | [[[0.007092791609466076,0.00435751723125577,0.003215762786567211,0.005094096064567566,0.006937389262(...TRUNCATED) | [
"DES-G",
"DES-R",
"DES-Z"
] | LegacySurveyImage | "The optical light curve spans approximately 121 days in the $g$ and $r$ bands, capturing a well-sam(...TRUNCATED) | "The image displays a prominent, vertically elongated galaxy featuring a bright, highly concentrated(...TRUNCATED) | SN Ia | |
ZTF18AAJPJDI | legacy_10000_485009_1013 | [58242.252847199794,58245.20750000002,58248.2526273001,58248.254536999855,58255.232430600096,58255.2(...TRUNCATED) | [141579.3779957078,149251.94520119487,108662.57690462221,121070.963889405,98156.71150210727,89883.50(...TRUNCATED) | [3609.586513855122,18899.117336445284,4306.025119944186,3762.4750604152932,5639.415430706722,5308.14(...TRUNCATED) | ["r","r","r","r","r","r","r","g","r","r","g","r","r","g","r","r","g","r","g","r","r","g","r","g","g"(...TRUNCATED) | [3899.4198667654296,4110.739915021866,2992.815882894018,3334.571238850184,2703.4603224438774,2475.59(...TRUNCATED) | [99.4162678364214,520.5249143579363,118.59777982645465,103.62716806989816,155.32239849300643,146.198(...TRUNCATED) | [2,2,2,2,2,2,2,1,2,2,1,2,2,1,2,2,1,2,1,2,2,1,2,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1(...TRUNCATED) | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 526 | [[[-0.001204456901177764,0.00030216490267775953,0.0019916417077183723,-0.0000607586553087458,0.00303(...TRUNCATED) | [
"DES-G",
"DES-R",
"DES-Z"
] | LegacySurveyImage | "The 41.0-day light curve captures a gradual decline in the $r$ band, fading from a brightest sample(...TRUNCATED) | "The central source appears as a compact, bright blue object with a strong central concentration and(...TRUNCATED) | SN Ia | |
ZTF18AAKLPDO | legacy_10000_474624_5641 | [58276.19857640006,58423.496099499986,58426.49311339995,58427.49250000017,58427.5380092999,58429.488(...TRUNCATED) | [-122566.78656819418,128150.0559109878,252125.0515398041,312644.2170588279,311433.12241370924,384338(...TRUNCATED) | [8162.234392499428,19052.979823943846,20504.143463247026,20504.22703013419,11868.084740278005,22750.(...TRUNCATED) | ["r","g","g","r","g","g","r","g","g","r","r","g","g","g","r","g","r","g","r","r","g","g","r","r","r"(...TRUNCATED) | [-3375.769616420437,3529.5456232443394,6944.10053781544,8610.936765561131,8577.58044922068,10585.563(...TRUNCATED) | [224.8066024719592,524.7626391522917,564.7310046383868,564.7333062615795,326.87419645323416,626.5947(...TRUNCATED) | [
2,
1,
1,
2,
1,
1,
2,
1,
1,
2,
2,
1,
1,
1,
2,
1,
2,
1,
2,
2,
1,
1,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
2,
1,
2,
0,
2,
2,
2
] | [true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true,true(...TRUNCATED) | 38 | [[[-0.005808168090879917,-0.003767911344766617,0.000028450282115954906,-0.0011462566908448935,0.0007(...TRUNCATED) | [
"DES-G",
"DES-R",
"DES-Z"
] | LegacySurveyImage | "The optical light curve spans approximately 27 days in the $g$ and $r$ bands, capturing a smooth ~1(...TRUNCATED) | "The image displays an elongated galaxy oriented diagonally from lower-left to upper-right, featurin(...TRUNCATED) | SN Ia |
AstroBridge transients dataset
This local dataset contains 987 ZTF BTS supernovae. The frozen broad-class counts are SN II: 314, SN Ia: 563, SN Ibc: 110. It has the same 18-column schema, object order, photometry, host images, host-image captions, and class labels as Run012. Only transient_caption changed.
Each Run014 transient caption was generated from one retained g/r light-curve view. The numerical table, deterministic summary, and inline chart used exactly the same rows, with time measured from the first retained row and at most 243 rows. The table also supplied difference magnitude and propagated magnitude uncertainty derived from signed FLUXCAL and FLUXCAL_ERR. Established literature passages were supplied unchanged as background, but caption claims about the light curve had to be supported by the retained table. The broad class constrained the final classification sentence. Captions are synthetic training targets, not direct observations.
- Downloads last month
- 80