Table of Contents¶

Warnings and Errors
Calibration File Age
CCD Set Point vs Operating Temp
Images by Target Object
RoM Image View
All Images
Column Definitions

Warnings and Errors¶

INFO total images: Number of images processed during the pipeline run

ERROR IMAGE FILE MISSING: This is a serious error. It could be the result of a disk failure or defect in the pipeline scripts.

WARNING images not plate solved at observatory: This indicates images that may of poor quality or under exposed. Good quality images should be plate solved.

WARNING images without AUID: The target object name could not be found in the AAVSO VSX. This might be expected, as in the case of an extended object like LMC or NGC object. For a variable star the name in the ACP plan should match a name in VSX.

WARNING images without target object photometry: The pipeline performs full frame photometry on every image. This error indicates no photometric result was found that lies with 15 arcsec of the target object. This may be expected for extended objects. For point objects it may indicate a poor-quality image, bad exposure, etc. It makes it more likely the requestor will be not be getting good photometry.

ERROR images with invalid binning: This is a serious error since the pipeline cannot handle multiple binning levels for a given telescope. These images do not get properly processed and will be unusable.

ERROR images with invalid read mode: This indicates the camera configuration at the observatory has changed from its standard and the images are likely out of sync with the calibration images.

ERROR images with invalid image type: This is likely a due to calibration images getting stored on the telescope computer in the wrong directory and getting transferred to the pipeline as science images.

WARNING images with target off center: This indicates that, for plate solved images, the target is 25% of the radius of the image from the center of the frame. This may be intentional as when it is off center to include comp stars. However, it may indicate problems with the telescope pointing.

ERROR images with duplicate times: The frame date and time are identical to another image. This is not possible and represents an error in the pipeline processing.

ERROR Dark and Bias must be at the same temperature: The set of bias and dark calibration masters selected were not at the same temperature. This needs to be investigate and corrected. See calibration file section of this report for more information.

ERROR Science images must be at the same temperature: The science images were taken at more than one temperature. The pipeline will pick the most majority temperature and apply calibration images for that temperature to all images. See the CCD set point section of this report for more information.

WARNING dark masters more than 180 days old: The dark and bias master files in use are getting old. Consider getting new ones. See Calibration File Age section for details.

WARNING flat masters more than 15 days old: The flat master file(s) in use are getting old. Consider getting new ones. See Calibration File Age section for details.

Calibration File Age in Days¶

CCD set point vs operating temperature¶

Images by Target Object¶

Remark-o-matic Image View¶

Image Table¶

Column Definitions¶

DateTime: UTC timestamp

filename: Image filename in IRAF processing and as JPEG thumbnail

link: Hyperlink to JPEG thumbnail

objid: Target object ID as defined in ACP plan and in FITS header

filter: Photometric filter used

exptime: Exposure time in sec

airmass: Airmass during exposure

has_wcs: Image was plate solved at observatory and World Coordinate Systems attributes (WCS) attributes were placed in FITS header.

fwhm: Full Width Half Max star images as measured at observatory

mag: Target object magnitude as measured by pipeline IRAF photomery subsystem

err: Target object magnitude error as measured by pipeline IRAF photomery subsystem

maxadu: Target object maximum ADU as measured by pipeline IRAF photomery subsystem

auid: AAVSO Unique Identifier for the target object

center2obj: Separation of target object from center of the image in arcmin

JD: Julian date - 2540000

ccd_temp: Camera sensor temperature (C)

set_temp: Camera cooler set point temperatur (C)

img_type: Image type; "Light" is expected; "Flat", "Dark" or "Bias" indicate a mixup in the telescope computer settings

read_mode: Various values, but this should be the same for all images at a given telescope

binning: X and Y binning of sensor pixels; this should be the same for all images at a given telescope

fov_radius_amin: Radius of field of view for the camera sensor across the shorter dimension in arcmin

image_available: This should also be yes(Y) unless a failure in the HQ computer sysem

tnimage Small image thumbnail that will open the full JPEG thumbnail image in a new tab

review If the image has been reviewed by the advocate this will either contain the comments made by the advocate or "reviewed" if there were no comments. Otherwise it will contain "not reviewed".

filename	Age(d)	Date	set_temp	filter
FlatB.fits	-1.0	2020-09-06T09:52:10.850	-10.0	B
FlatC.fits	976.0	2018-01-03T05:54:53	-15.0	C
FlatGRH.fits	2202.0	2014-08-26T23:35:08	-20.0	B
FlatI.fits	-1.0	2020-09-06T10:01:03.160	-10.0	I
FlatR.fits	-1.0	2020-09-06T09:57:04.910	-10.0	R
FlatSG.fits	-1.0	2020-09-06T09:49:08.480	-10.0	SG
FlatSI.fits	-1.0	2020-09-06T10:03:12.290	-10.0	SI
FlatSR.fits	-1.0	2020-09-06T09:59:06.480	-10.0	SR
FlatSU.fits	1417.0	2016-10-19T11:06:03	-15.0	SU
FlatV.fits	-1.0	2020-09-06T09:54:52.100	-10.0	V
bias.fits	40.0	2020-07-27T03:08:04.48	-10.0	None
dark1.fits	40.0	2020-07-27T02:59:49.85	-10.0	None
dark10.fits	40.0	2020-07-27T02:59:58.54	-10.0	None
dark100.fits	40.0	2020-07-27T03:00:17.98	-10.0	None
dark3.fits	40.0	2020-07-27T03:02:06.42	-10.0	None
dark30.fits	40.0	2020-07-27T03:02:17.17	-10.0	None
dark300.fits	40.0	2020-07-27T03:02:55.48	-10.0	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-06 03:10:41.070	V	1.25	2.351370	a0577.fits	Y	3.091536
2020-09-06 03:11:07.510	V	1.25	2.348002	a0578.fits	Y	3.967795
2020-09-06 03:11:33.630	V	1.25	2.344336	a0579.fits	Y	3.397531
2020-09-06 03:12:07.820	B	2.50	2.339473	a0580.fits	Y	4.085335
2020-09-06 03:12:35.690	B	2.50	2.335620	a0581.fits	Y	3.609408
2020-09-06 03:13:02.820	B	2.50	2.331891	a0582.fits	Y	3.792671	11.433	0.422	87.65
2020-09-06 03:13:45.450	V	1.25	2.326162	a0583.fits	Y	4.551598
2020-09-06 03:14:11.510	V	1.25	2.322622	a0584.fits	Y	3.449349
2020-09-06 03:14:38.010	V	1.25	2.319038	a0585.fits	Y	5.151174
2020-09-06 03:15:10.190	B	2.50	2.314495	a0586.fits	Y	4.681848
2020-09-06 03:15:38.690	B	2.50	2.310618	a0587.fits	Y	2.684195
2020-09-06 03:16:06.390	B	2.50	2.306851	a0588.fits	Y	3.876942

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 01:58:31.270	V	0.75	1.013653	a0460.fits	Y	1.879466
2020-09-06 01:58:42.020	V	0.75	1.013584	a0461.fits	Y	1.780927
2020-09-06 01:58:52.770	V	0.75	1.013517	a0462.fits	Y	1.746776
2020-09-06 01:59:09.270	B	1.50	1.013411	a0463.fits
2020-09-06 02:00:19.710	B	1.50	1.012979	a0464.fits
2020-09-06 02:00:27.840	B	1.50	1.012929	a0465.fits
2020-09-06 02:00:51.020	V	0.75	1.012790	a0466.fits	Y	1.927599
2020-09-06 02:01:02.960	V	0.75	1.012718	a0467.fits	Y	1.636331
2020-09-06 02:01:28.210	V	0.75	1.012568	a0468.fits	Y	1.659502
2020-09-06 02:01:45.460	B	1.50	1.012468	a0469.fits
2020-09-06 02:02:55.080	B	1.50	1.012067	a0470.fits
2020-09-06 02:03:03.080	B	1.50	1.012024	a0471.fits

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-06 00:16:57.540	B	1.50	1.498175	a0175.fits	Y	2.827995
2020-09-06 00:17:25.420	B	1.50	1.496827	a0176.fits	Y	2.962941	3.024	0.002	29232.32
2020-09-06 00:17:36.230	B	1.50	1.496246	a0177.fits	Y	2.952948	3.003	0.002	31550.97
2020-09-06 00:17:46.670	B	1.50	1.495683	a0178.fits	Y	2.949160	2.978	0.002	32646.78
2020-09-06 00:17:57.540	B	1.50	1.495077	a0179.fits	Y	3.198742	3.027	0.002	24886.88
2020-09-06 00:18:08.550	B	1.50	1.494499	a0180.fits	Y	3.199920	3.017	0.002	23608.37
2020-09-06 00:18:18.920	B	1.50	1.493930	a0181.fits	Y	3.212105	3.025	0.002	25025.41
2020-09-06 00:18:29.540	B	1.50	1.493356	a0182.fits	Y	3.013262	3.008	0.002	28634.21
2020-09-06 00:18:40.100	B	1.50	1.492788	a0183.fits	Y	2.761357	2.991	0.002	31695.41
2020-09-06 00:18:51.110	B	1.50	1.492166	a0184.fits	Y	2.994261	2.973	0.002	31872.93
2020-09-06 00:19:05.360	V	0.75	1.491428	a0185.fits	Y	2.465679	3.093	0.002	27807.43
2020-09-06 00:19:16.480	V	0.75	1.490876	a0186.fits	Y	2.591443	3.118	0.002	25024.26
2020-09-06 00:19:26.420	V	0.75	1.490263	a0187.fits	Y	2.703175	3.201	0.002	26182.13
2020-09-06 00:19:38.040	V	0.75	1.489653	a0188.fits	Y	2.672443	3.100	0.002	24577.04
2020-09-06 00:19:49.170	V	0.75	1.489047	a0189.fits	Y	3.014907	3.284	0.002	23679.98
2020-09-06 00:20:00.420	V	0.75	1.488454	a0190.fits	Y	2.701242	3.102	0.002	24363.43
2020-09-06 00:20:11.110	V	0.75	1.487889	a0191.fits	Y	2.453706	3.104	0.002	25132.50
2020-09-06 00:20:22.040	V	0.75	1.487294	a0192.fits	Y	2.343175	3.076	0.002	25383.90
2020-09-06 00:20:33.420	V	0.75	1.486693	a0193.fits	Y	2.521754	3.296	0.002	27531.75
2020-09-06 00:20:44.290	V	0.75	1.486168	a0194.fits	Y	2.698173	3.260	0.002	22313.62
2020-09-06 00:20:53.980	V	0.75	1.485608	a0195.fits	Y	2.751598	3.112	0.002	24361.64
2020-09-06 00:21:04.230	V	0.75	1.485059	a0196.fits	Y	2.562226	3.111	0.002	27222.84
2020-09-06 00:21:14.980	V	0.75	1.484485	a0197.fits	Y	2.779894	3.119	0.002	26509.28
2020-09-06 00:21:25.800	V	0.75	1.483911	a0198.fits	Y	2.301283	4.832	0.004	32968.14
2020-09-06 00:21:36.360	V	0.75	1.483355	a0199.fits	Y	3.005811	3.093	0.002	23891.48
2020-09-06 00:21:46.730	V	0.75	1.482793	a0200.fits	Y	2.955838	3.458	0.002	24040.95
2020-09-06 00:21:57.290	V	0.75	1.482232	a0201.fits			3.096	0.002	24190.31
2020-09-06 00:23:07.170	V	0.75	1.478544	a0202.fits			3.092	0.002	26954.13
2020-09-06 00:23:15.040	V	0.75	1.478132	a0203.fits			3.878	0.003	25840.01
2020-09-06 00:23:23.350	V	0.75	1.477689	a0204.fits			3.302	0.002	23595.85
2020-09-06 00:23:33.360	I	0.53	1.477190	a0205.fits	Y	2.048258	4.489	0.003	8114.83
2020-09-06 00:23:43.420	I	0.53	1.476678	a0206.fits	Y	2.112101	4.445	0.003	8406.86
2020-09-06 00:23:53.420	I	0.53	1.476151	a0207.fits	Y	2.107824	4.516	0.004	6975.93
2020-09-06 00:24:02.920	I	0.53	1.475657	a0208.fits	Y	2.249052	4.451	0.003	8836.01
2020-09-06 00:24:12.550	I	0.53	1.475161	a0209.fits	Y	2.171644	4.487	0.003	8717.38
2020-09-06 00:24:22.300	I	0.53	1.474643	a0210.fits	Y	2.319059	4.530	0.004	8034.46
2020-09-06 00:24:31.980	I	0.53	1.474141	a0211.fits	Y	2.069466	4.424	0.003	9380.67
2020-09-06 00:24:41.800	I	0.53	1.473615	a0212.fits	Y	2.071030	4.474	0.003	6503.79
2020-09-06 00:24:51.600	I	0.53	1.473109	a0213.fits	Y	2.021980	4.518	0.003	6503.79
2020-09-06 00:25:01.540	I	0.53	1.472597	a0214.fits	Y	2.257240	4.485	0.003	7985.80
2020-09-06 00:25:11.050	I	0.53	1.472100	a0215.fits	Y	1.965889	4.479	0.003	6643.61
2020-09-06 00:25:20.730	I	0.53	1.471598	a0216.fits	Y	1.968779	5.674	0.006	7182.85
2020-09-06 00:25:30.040	I	0.53	1.471104	a0217.fits	Y	2.003026	5.212	0.005	9147.95
2020-09-06 00:25:39.790	I	0.53	1.470607	a0218.fits	Y	2.026131	4.514	0.003	7628.72
2020-09-06 00:25:49.600	I	0.53	1.470075	a0219.fits	Y	2.277009	4.479	0.003	8183.87
2020-09-06 00:25:59.420	I	0.53	1.469575	a0220.fits	Y	2.298696	4.461	0.003	7062.03
2020-09-06 00:26:09.360	I	0.53	1.469070	a0221.fits	Y	2.068029	4.499	0.003	8588.59
2020-09-06 00:26:19.100	I	0.53	1.468539	a0222.fits	Y	2.090896	4.508	0.003	7790.68
2020-09-06 00:26:29.050	I	0.53	1.468040	a0223.fits	Y	2.057937	5.337	0.005	8584.64
2020-09-06 00:26:38.670	I	0.53	1.467551	a0224.fits	Y	2.151018	4.496	0.003	8217.29
2020-09-06 00:26:48.100	I	0.53	1.467059	a0225.fits	Y	1.987650
2020-09-06 00:26:57.790	I	0.53	1.466565	a0226.fits	Y	2.283889	4.467	0.003	7570.69
2020-09-06 00:27:07.360	I	0.53	1.466067	a0227.fits	Y	2.176756
2020-09-06 00:27:16.920	I	0.53	1.465520	a0228.fits	Y	2.048486
2020-09-06 00:27:27.670	I	0.53	1.465024	a0229.fits	Y	2.092496
2020-09-06 00:27:37.170	I	0.53	1.464534	a0230.fits	Y	2.438538
2020-09-06 00:27:46.730	I	0.53	1.464040	a0231.fits	Y	1.988195
2020-09-06 00:27:56.420	I	0.53	1.463543	a0232.fits	Y	1.992173
2020-09-06 00:28:06.040	I	0.53	1.463047	a0233.fits	Y	2.456455
2020-09-06 00:28:15.490	I	0.53	1.462555	a0234.fits	Y	1.870679	11.207	0.315	5327.48

DateTime	filter	exptime	airmass	filename
2020-09-06 08:43:44.430	B	20.0	1.042293	a0836.fits
2020-09-06 08:45:14.060	B	20.0	1.042074	a0837.fits
2020-09-06 08:45:43.810	V	10.0	1.042029	a0838.fits
2020-09-06 08:47:02.430	V	10.0	1.041866	a0839.fits

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 05:37:26.600	B	1.0	1.045199	a0753.fits	Y	2.966958
2020-09-06 05:37:37.160	B	1.0	1.045239	a0754.fits	Y	2.881235
2020-09-06 05:37:48.470	B	1.0	1.045281	a0755.fits	Y	3.044789
2020-09-06 05:37:58.970	B	1.0	1.045321	a0756.fits	Y	2.614301
2020-09-06 05:38:09.600	B	1.0	1.045362	a0757.fits	Y	2.998044
2020-09-06 05:38:20.100	B	1.0	1.045402	a0758.fits	Y	2.621385
2020-09-06 05:38:30.720	B	1.0	1.045443	a0759.fits	Y	2.892621
2020-09-06 05:38:41.170	B	1.0	1.045484	a0760.fits	Y	2.764351
2020-09-06 05:38:51.970	B	1.0	1.045527	a0761.fits	Y	2.724594
2020-09-06 05:39:02.970	B	1.0	1.045570	a0762.fits	Y	2.874766
2020-09-06 05:39:16.850	V	1.0	1.045624	a0763.fits	Y	2.904970
2020-09-06 05:39:28.290	V	1.0	1.045670	a0764.fits	Y	2.973369
2020-09-06 05:39:39.100	V	1.0	1.045715	a0765.fits	Y	3.392557

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 02:11:50.210	B	60.0	1.293452	a0484.fits	Y	2.519056
2020-09-06 02:13:01.210	B	60.0	1.291145	a0485.fits	Y	2.502152
2020-09-06 02:14:11.580	B	60.0	1.288864	a0486.fits	Y	2.134495
2020-09-06 02:15:25.330	V	30.0	1.287474	a0487.fits	Y	2.202423
2020-09-06 02:16:05.520	V	30.0	1.286196	a0488.fits	Y	2.440022
2020-09-06 02:16:45.270	V	30.0	1.284925	a0489.fits	Y	2.120930
2020-09-06 02:17:28.770	SR	20.0	1.283862	a0490.fits	Y	2.265447
2020-09-06 02:17:57.460	SR	20.0	1.282953	a0491.fits	Y	2.468682
2020-09-06 02:18:26.270	SR	20.0	1.282048	a0492.fits	Y	2.249471
2020-09-06 02:18:56.960	I	20.0	1.281066	a0493.fits	Y	2.166252
2020-09-06 02:19:26.770	I	20.0	1.280106	a0494.fits	Y	2.357884
2020-09-06 02:19:57.830	I	20.0	1.279135	a0495.fits	Y	2.355348

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 09:14:04.430	B	1.93	1.090220	a0852.fits	Y	3.318280
2020-09-06 09:14:16.240	B	1.93	1.090238	a0853.fits	Y	2.843922
2020-09-06 09:14:27.740	B	1.93	1.090257	a0854.fits	Y	3.180029
2020-09-06 09:14:42.740	V	0.95	1.090279	a0855.fits	Y	3.071344
2020-09-06 09:14:57.990	V	0.95	1.090305	a0856.fits	Y	3.247349
2020-09-06 09:15:10.740	V	0.95	1.090326	a0857.fits	Y	2.727615

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-05 23:58:32.300	B	4.0	1.031668	a0101.fits	Y	2.993467	9.099	0.079	241.60
2020-09-05 23:58:46.550	B	4.0	1.031518	a0102.fits	Y	2.959673	9.057	0.080	217.06
2020-09-05 23:59:00.800	B	4.0	1.031385	a0103.fits	Y	2.937365	9.030	0.070	248.13
2020-09-05 23:59:17.360	V	3.0	1.031225	a0104.fits	Y	2.436750	99.999	9.999	287.77
2020-09-05 23:59:29.800	V	3.0	1.031101	a0105.fits	Y	2.572553	99.999	9.999	302.02
2020-09-05 23:59:42.670	V	3.0	1.030978	a0106.fits	Y	3.608408	8.814	0.048	338.47
2020-09-05 23:59:54.930	V	3.0	1.030855	a0107.fits	Y	4.961857	9.904	0.130	96.70
2020-09-06 00:00:07.360	V	3.0	1.030734	a0108.fits	Y	3.309813	13.849	4.428	82.80

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-09-06 09:27:17.610	B	2.73	1.082864	a0862.fits	Y	2.546863
2020-09-06 09:27:33.610	V	1.35	1.082901	a0863.fits	Y	2.425292

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 09:22:32.230	B	20.0	1.026093	a0858.fits	Y	3.867855
2020-09-06 09:23:02.050	B	20.0	1.026116	a0859.fits	Y	3.406981
2020-09-06 09:23:35.120	V	10.0	1.026135	a0860.fits	Y	3.705751
2020-09-06 09:24:15.860	V	10.0	1.026171	a0861.fits	Y	2.816827

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 08:37:03.810	B	20.0	1.478950	a0832.fits	Y	4.026583
2020-09-06 08:37:33.810	B	20.0	1.478779	a0833.fits	Y	4.111634
2020-09-06 08:38:06.620	V	10.0	1.478656	a0834.fits
2020-09-06 08:39:04.310	V	10.0	1.478355	a0835.fits

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-06 03:18:35.130	B	160.0	1.116982	a0589.fits	Y	3.637214
2020-09-06 03:21:26.070	B	160.0	1.114152	a0590.fits	Y	3.328976
2020-09-06 03:24:16.500	B	160.0	1.111457	a0591.fits	Y	3.370131
2020-09-06 03:27:10.440	V	40.0	1.110639	a0592.fits	Y	3.443145
2020-09-06 03:28:00.940	V	40.0	1.109882	a0593.fits	Y	3.559785
2020-09-06 03:28:55.190	SR	20.0	1.109392	a0594.fits	Y	3.061062
2020-09-06 03:29:23.690	SR	20.0	1.108975	a0595.fits	Y	3.209209
2020-09-06 03:29:54.380	I	10.0	1.108673	a0596.fits	Y	2.974989
2020-09-06 03:30:30.130	I	10.0	1.108061	a0597.fits	Y	3.171102
2020-09-06 03:30:49.750	I	10.0	1.107785	a0598.fits	Y	3.439961
2020-09-06 03:31:08.820	I	10.0	1.107516	a0599.fits	Y	3.124184
2020-09-06 03:31:30.380	SR	20.0	1.107066	a0600.fits	Y	2.891787
2020-09-06 03:31:59.190	SR	20.0	1.106662	a0601.fits	Y	3.207978
2020-09-06 03:32:32.060	V	40.0	1.105943	a0602.fits	Y	3.253136
2020-09-06 03:33:22.060	V	40.0	1.105269	a0603.fits	Y	3.226512
2020-09-06 03:34:19.060	B	80.0	1.104000	a0604.fits	Y	3.123870
2020-09-06 03:35:50	B	80.0	1.102860	a0605.fits	Y	2.988043
2020-09-06 03:37:32.940	B	160.0	1.100659	a0606.fits	Y	3.426854
2020-09-06 03:40:23.750	B	160.0	1.098769	a0607.fits	Y	3.409999	7.751	0.062	1691.58
2020-09-06 03:43:14.060	B	160.0	1.097000	a0608.fits	Y	3.405647	7.576	0.053	1719.16
2020-09-06 03:46:23.940	V	40.0	1.096227	a0609.fits	Y	3.190196	5.106	0.006	4548.92
2020-09-06 03:47:13.620	V	40.0	1.095748	a0610.fits	Y	3.008249	5.104	0.005	4631.96
2020-09-06 03:48:07.370	SR	20.0	1.095437	a0611.fits	Y	3.168753	4.572	0.004	7443.11
2020-09-06 03:48:36.180	SR	20.0	1.095173	a0612.fits	Y	3.030314	4.583	0.004	6686.68
2020-09-06 03:49:07.500	I	10.0	1.094983	a0613.fits	Y	3.296658	5.623	0.006	2677.10
2020-09-06 03:49:27	I	10.0	1.094804	a0614.fits	Y	3.070459	5.620	0.006	2687.13
2020-09-06 03:49:47.070	I	10.0	1.094624	a0615.fits	Y	3.211504	5.618	0.006	2551.26
2020-09-06 03:50:07.310	I	10.0	1.094453	a0616.fits	Y	3.149021	5.605	0.006	2838.77
2020-09-06 03:50:28.940	SR	20.0	1.094173	a0617.fits	Y	3.221167	4.582	0.004	7150.23
2020-09-06 03:50:58.370	SR	20.0	1.093930	a0618.fits	Y	2.987444	4.592	0.004	7457.51
2020-09-06 03:51:30.260	V	40.0	1.093497	a0619.fits	Y	3.511361	5.109	0.005	4231.03
2020-09-06 03:52:19.750	V	40.0	1.093094	a0620.fits	Y	3.046827	5.115	0.005	4672.48
2020-09-06 03:53:16.120	B	80.0	1.092343	a0621.fits	Y	2.905212	8.472	0.090	880.81
2020-09-06 03:54:46.180	B	80.0	1.091677	a0622.fits	Y	3.057268	8.291	0.079	877.60

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 02:04:41.580	V	0.75	1.494114	a0472.fits	Y	1.968307
2020-09-06 02:05:08.270	V	0.75	1.492469	a0473.fits	Y	1.621657
2020-09-06 02:05:35.210	V	0.75	1.490860	a0474.fits	Y	1.987358
2020-09-06 02:06:07.460	B	1.50	1.488934	a0475.fits	Y	1.901836
2020-09-06 02:06:33.710	B	1.50	1.487369	a0476.fits	Y	2.524944
2020-09-06 02:06:59.890	B	1.50	1.485831	a0477.fits	Y	2.101275
2020-09-06 02:07:41.580	V	0.75	1.483431	a0478.fits	Y	2.027126
2020-09-06 02:08:08.210	V	0.75	1.481903	a0479.fits	Y	1.604929
2020-09-06 02:08:34.470	V	0.75	1.480382	a0480.fits	Y	1.559544
2020-09-06 02:09:06.460	B	1.50	1.478564	a0481.fits	Y	2.148579
2020-09-06 02:09:32.710	B	1.50	1.477059	a0482.fits	Y	2.142483
2020-09-06 02:09:58.970	B	1.50	1.475595	a0483.fits	Y	2.098710

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-06 02:36:48.520	V	0.5	2.375458	a0520.fits	Y	2.687429
2020-09-06 02:37:14.520	V	0.5	2.370515	a0521.fits	Y	2.139350
2020-09-06 02:37:40.950	V	0.5	2.365601	a0522.fits	Y	2.226905
2020-09-06 02:38:06.270	V	0.5	2.360420	a0523.fits	Y	2.462355
2020-09-06 02:38:32.830	V	0.5	2.355508	a0524.fits	Y	2.274446
2020-09-06 02:38:58.200	V	0.5	2.350535	a0525.fits	Y	2.192684
2020-09-06 02:39:29.580	B	1.0	2.344247	a0526.fits	Y	2.567021
2020-09-06 02:39:55.510	B	1.0	2.339121	a0527.fits	Y	2.905140
2020-09-06 02:40:21.950	B	1.0	2.333945	a0528.fits	Y	2.359562
2020-09-06 02:40:48.510	B	1.0	2.328865	a0529.fits	Y	2.907811
2020-09-06 02:41:15.200	B	1.0	2.323753	a0530.fits	Y	2.738964
2020-09-06 02:41:42.200	B	1.0	2.318641	a0531.fits	Y	2.616448
2020-09-06 02:42:24.010	V	0.5	2.310927	a0532.fits	Y	2.193965
2020-09-06 02:42:49.580	V	0.5	2.305895	a0533.fits	Y	2.098460
2020-09-06 02:43:16.760	V	0.5	2.301042	a0534.fits	Y	2.024826
2020-09-06 02:43:42.830	V	0.5	2.296207	a0535.fits	Y	1.850452
2020-09-06 02:44:08.140	V	0.5	2.291486	a0536.fits	Y	2.001161
2020-09-06 02:44:33.760	V	0.5	2.286708	a0537.fits	Y	2.080218	2.906	0.002	47874.29
2020-09-06 02:45:05.510	B	1.0	2.280575	a0538.fits	Y	2.588609	2.401	0.001	62776.66
2020-09-06 02:45:32.260	B	1.0	2.275611	a0539.fits	Y	2.464825	2.388	0.001	61273.42
2020-09-06 02:45:58.630	B	1.0	2.270714	a0540.fits	Y	2.453144	2.399	0.001	57506.93
2020-09-06 02:46:24.950	B	1.0	2.265955	a0541.fits	Y	2.485184	2.406	0.001	58326.77
2020-09-06 02:46:51.390	B	1.0	2.261167	a0542.fits	Y	2.859629	2.461	0.001	39145.07
2020-09-06 02:47:17.570	B	1.0	2.256318	a0543.fits	Y	2.762911	2.420	0.001	51615.71

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 04:35:00.360	B	20.0	1.849794	a0655.fits	Y	3.228597
2020-09-06 04:35:47.120	B	20.0	1.847956	a0656.fits	Y	3.184484
2020-09-06 04:36:36.360	V	10.0	1.846561	a0657.fits	Y	3.542797
2020-09-06 04:37:12.110	V	10.0	1.845299	a0658.fits	Y	3.218805
2020-09-06 04:37:49.050	R	2.0	1.844281	a0659.fits	Y	3.177310
2020-09-06 04:38:16.740	R	2.0	1.843336	a0660.fits	Y	3.017431
2020-09-06 04:38:43.990	R	2.0	1.842419	a0661.fits	Y	2.802798
2020-09-06 04:39:11.420	R	2.0	1.841498	a0662.fits	Y	3.493313
2020-09-06 04:39:39.050	R	2.0	1.840582	a0663.fits	Y	3.403928
2020-09-06 04:40:06.360	R	2.0	1.839691	a0664.fits	Y	2.948115
2020-09-06 04:40:33.360	R	2.0	1.838809	a0665.fits	Y	3.490844
2020-09-06 04:41:01.110	R	2.0	1.837936	a0666.fits	Y	3.376278
2020-09-06 04:41:28.670	R	2.0	1.837075	a0667.fits	Y	3.186293
2020-09-06 04:41:56.480	R	2.0	1.836210	a0668.fits	Y	3.151256
2020-09-06 04:42:25.670	I	1.0	1.835316	a0669.fits	Y	3.861438
2020-09-06 04:42:52.420	I	1.0	1.834534	a0670.fits	Y	3.299543
2020-09-06 04:43:18.800	I	1.0	1.833728	a0671.fits	Y	3.049582
2020-09-06 04:43:44.990	I	1.0	1.832970	a0672.fits	Y	2.862320
2020-09-06 04:44:11.240	I	1.0	1.832180	a0673.fits	Y	3.296582
2020-09-06 04:44:37.550	I	1.0	1.831407	a0674.fits	Y	3.193641
2020-09-06 04:45:03.920	I	1.0	1.830645	a0675.fits	Y	3.166637
2020-09-06 04:45:30.740	I	1.0	1.829888	a0676.fits	Y	2.823326
2020-09-06 04:45:57.110	I	1.0	1.829168	a0677.fits	Y	2.705631
2020-09-06 04:46:23.730	I	1.0	1.828438	a0678.fits	Y	2.406385

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-06 04:55:56.670	B	30.0	1.841965	a0703.fits	Y	3.547514
2020-09-06 04:56:53.110	B	30.0	1.836079	a0704.fits	Y	3.615141
2020-09-06 04:57:52.040	V	15.0	1.831308	a0705.fits	Y	3.042644
2020-09-06 04:58:33.230	V	15.0	1.827051	a0706.fits	Y	3.422910
2020-09-06 04:59:15.040	R	2.0	1.823985	a0707.fits	Y	3.166431
2020-09-06 04:59:42.670	R	2.0	1.821019	a0708.fits	Y	3.447089
2020-09-06 05:00:11.040	R	2.0	1.818074	a0709.fits	Y	3.266877
2020-09-06 05:00:38.730	R	2.0	1.815131	a0710.fits	Y	3.442409
2020-09-06 05:01:06.980	R	2.0	1.812216	a0711.fits	Y	3.485239
2020-09-06 05:01:35.360	R	2.0	1.809273	a0712.fits	Y	3.226190
2020-09-06 05:02:04.110	R	2.0	1.806280	a0713.fits	Y	3.221947
2020-09-06 05:02:32.620	R	2.0	1.803364	a0714.fits	Y	3.045420
2020-09-06 05:03:00.920	R	2.0	1.800439	a0715.fits	Y	3.594773
2020-09-06 05:03:29.100	R	2.0	1.797524	a0716.fits	Y	3.969496	2.696	0.002	32101.37
2020-09-06 05:03:58.350	I	1.0	1.794617	a0717.fits	Y	3.291321	2.722	0.002	35330.56
2020-09-06 05:04:25.040	I	1.0	1.791950	a0718.fits	Y	2.840626	2.747	0.002	34270.72
2020-09-06 05:04:51.670	I	1.0	1.789240	a0719.fits	Y	2.800495	2.711	0.002	44301.20
2020-09-06 05:05:18.790	I	1.0	1.786484	a0720.fits	Y	2.632107	2.643	0.001	41737.82
2020-09-06 05:05:45.790	I	1.0	1.783721	a0721.fits	Y	2.614826	2.787	0.002	37973.32
2020-09-06 05:06:12.730	I	1.0	1.781019	a0722.fits	Y	2.875537	2.685	0.001	35248.10
2020-09-06 05:06:39.350	I	1.0	1.778348	a0723.fits	Y	3.133408	2.651	0.001	33586.73
2020-09-06 05:07:05.920	I	1.0	1.775708	a0724.fits	Y	2.842129	2.663	0.001	32444.86
2020-09-06 05:07:32.430	I	1.0	1.773025	a0725.fits	Y	3.061783	3.408	0.002	34971.10
2020-09-06 05:07:59.420	I	1.0	1.770350	a0726.fits	Y	2.833348	2.985	0.002	31636.46

DateTime	filter	exptime	airmass	filename
2020-09-06 05:41:07.790	B	1.8	1.013048	a0766.fits
2020-09-06 05:42:18.280	B	1.8	1.013088	a0767.fits
2020-09-06 05:42:27.470	B	1.8	1.013093	a0768.fits
2020-09-06 05:42:38.910	V	0.9	1.013101	a0769.fits
2020-09-06 05:43:49.100	V	0.9	1.013156	a0770.fits
2020-09-06 05:43:57.230	V	0.9	1.013163	a0771.fits

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 00:57:29.790	B	60.0	1.051651	a0346.fits	Y	3.536369
2020-09-06 00:58:56.720	B	60.0	1.051026	a0347.fits	Y	3.429317
2020-09-06 01:00:09.730	V	10.0	1.050785	a0348.fits	Y	3.208167
2020-09-06 01:00:29.910	V	10.0	1.050580	a0349.fits	Y	3.184862
2020-09-06 01:00:51.280	R	2.0	1.050444	a0350.fits	Y	3.785388
2020-09-06 01:01:03.280	R	2.0	1.050328	a0351.fits	Y	3.280288
2020-09-06 01:01:14.350	R	2.0	1.050211	a0352.fits	Y	2.923416
2020-09-06 01:01:26.110	R	2.0	1.050092	a0353.fits	Y	2.492314
2020-09-06 01:01:37.910	R	2.0	1.049972	a0354.fits	Y	2.655376
2020-09-06 01:01:49.910	R	2.0	1.049852	a0355.fits	Y	3.063168
2020-09-06 01:02:02.040	R	2.0	1.049731	a0356.fits	Y	3.043275
2020-09-06 01:02:14.040	R	2.0	1.049611	a0357.fits	Y	2.799856
2020-09-06 01:02:25.910	R	2.0	1.049493	a0358.fits	Y	2.819056
2020-09-06 01:02:37.780	R	2.0	1.049379	a0359.fits	Y	2.836973
2020-09-06 01:02:50.790	I	3.0	1.049233	a0360.fits	Y	2.962932
2020-09-06 01:03:04.100	I	3.0	1.049102	a0361.fits	Y	2.719299

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 05:09:35.610	V	7.5	2.347309	a0727.fits	Y	2.818764
2020-09-06 05:10:09.040	V	7.5	2.342369	a0728.fits	Y	2.750884
2020-09-06 05:10:42.100	V	7.5	2.337289	a0729.fits	Y	2.984754
2020-09-06 05:11:20.980	B	20.0	2.329185	a0730.fits	Y	3.111563
2020-09-06 05:12:07.050	B	20.0	2.322039	a0731.fits	Y	2.978215
2020-09-06 05:12:52.730	B	20.0	2.314988	a0732.fits	Y	2.990840
2020-09-06 05:13:43.040	SR	2.5	2.309843	a0733.fits	Y	3.034815
2020-09-06 05:14:10.170	SR	2.5	2.305836	a0734.fits	Y	3.148445
2020-09-06 05:14:36.550	SR	2.5	2.301738	a0735.fits	Y	2.744369
2020-09-06 05:15:03.360	SR	2.5	2.297604	a0736.fits	Y	2.985928
2020-09-06 05:15:29.850	SR	2.5	2.293551	a0737.fits	Y	3.067033
2020-09-06 05:15:58.850	I	1.0	2.289245	a0738.fits	Y	3.150002
2020-09-06 05:16:26.240	I	1.0	2.285133	a0739.fits	Y	2.772447
2020-09-06 05:16:53.290	I	1.0	2.281025	a0740.fits	Y	2.589468
2020-09-06 05:17:19.980	I	1.0	2.276996	a0741.fits	Y	2.419086
2020-09-06 05:17:46.730	I	1.0	2.272969	a0742.fits	Y	2.560081
2020-09-06 05:18:13.160	I	1.0	2.268990	a0743.fits	Y	2.824716
2020-09-06 05:18:39.160	I	1.0	2.265076	a0744.fits	Y	2.700382

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 01:12:20.030	B	20.0	1.530853	a0362.fits	Y	2.420752
2020-09-06 01:13:06.090	B	20.0	1.529433	a0363.fits	Y	2.907447
2020-09-06 01:13:38.910	V	10.0	1.528599	a0364.fits	Y	2.159314
2020-09-06 01:13:58.350	V	10.0	1.527883	a0365.fits	Y	2.528771
2020-09-06 01:14:19.220	R	2.0	1.527379	a0366.fits	Y	1.916049
2020-09-06 01:14:31.530	R	2.0	1.526939	a0367.fits	Y	2.115761
2020-09-06 01:14:43.780	R	2.0	1.526487	a0368.fits	Y	2.165625
2020-09-06 01:14:56.170	R	2.0	1.526039	a0369.fits	Y	1.961312
2020-09-06 01:15:08.160	R	2.0	1.525594	a0370.fits	Y	2.203130
2020-09-06 01:15:20.780	R	2.0	1.525143	a0371.fits	Y	1.946037
2020-09-06 01:15:32.910	R	2.0	1.524693	a0372.fits	Y	2.043771
2020-09-06 01:15:45.280	R	2.0	1.524236	a0373.fits	Y	2.179489
2020-09-06 01:15:57.660	R	2.0	1.523780	a0374.fits	Y	2.055513
2020-09-06 01:16:10.410	R	2.0	1.523326	a0375.fits	Y	1.979251
2020-09-06 01:16:24.160	I	1.0	1.522861	a0376.fits	Y	2.058864
2020-09-06 01:16:34.780	I	1.0	1.522474	a0377.fits	Y	1.778216
2020-09-06 01:16:45.660	I	1.0	1.522067	a0378.fits	Y	1.891083
2020-09-06 01:16:56.530	I	1.0	1.521686	a0379.fits	Y	2.044169
2020-09-06 01:17:07.220	I	1.0	1.521304	a0380.fits	Y	1.924643
2020-09-06 01:17:17.850	I	1.0	1.520916	a0381.fits	Y	2.314077
2020-09-06 01:17:28.590	I	1.0	1.520514	a0382.fits	Y	1.838195
2020-09-06 01:17:39.720	I	1.0	1.520105	a0383.fits	Y	2.037575
2020-09-06 01:17:50.470	I	1.0	1.519730	a0384.fits	Y	1.887151
2020-09-06 01:18:01.090	I	1.0	1.519345	a0385.fits	Y	1.953599

DateTime	filter	exptime	airmass	filename
2020-09-06 08:25:53.880	B	40.0	1.913268	a0808.fits
2020-09-06 08:27:43.690	B	40.0	1.899476	a0809.fits
2020-09-06 08:28:34	V	15.0	1.896347	a0810.fits
2020-09-06 08:29:57.680	V	15.0	1.886132	a0811.fits
2020-09-06 08:30:20.680	R	2.0	1.884861	a0812.fits
2020-09-06 08:31:31.810	R	2.0	1.876298	a0813.fits
2020-09-06 08:31:40.820	R	2.0	1.875252	a0814.fits
2020-09-06 08:31:50.180	R	2.0	1.874079	a0815.fits
2020-09-06 08:31:59.250	R	2.0	1.873001	a0816.fits
2020-09-06 08:32:08.620	R	2.0	1.871896	a0817.fits
2020-09-06 08:32:17.680	R	2.0	1.870831	a0818.fits
2020-09-06 08:32:26.810	R	2.0	1.869727	a0819.fits
2020-09-06 08:32:35.930	R	2.0	1.868673	a0820.fits
2020-09-06 08:32:45	R	2.0	1.867593	a0821.fits
2020-09-06 08:32:55.570	I	1.0	1.866470	a0822.fits
2020-09-06 08:33:18.870	I	1.0	1.863742	a0823.fits
2020-09-06 08:33:27.060	I	1.0	1.862809	a0824.fits
2020-09-06 08:33:35.310	I	1.0	1.861854	a0825.fits
2020-09-06 08:33:43.180	I	1.0	1.860930	a0826.fits
2020-09-06 08:33:51.240	I	1.0	1.859974	a0827.fits
2020-09-06 08:33:59.620	I	1.0	1.858999	a0828.fits
2020-09-06 08:34:08.120	I	1.0	1.858047	a0829.fits
2020-09-06 08:34:16.180	I	1.0	1.857102	a0830.fits
2020-09-06 08:34:24.370	I	1.0	1.856125	a0831.fits

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-06 02:22:07.950	B	8.0	1.757649	a0496.fits	Y	2.366442
2020-09-06 02:22:41.950	B	8.0	1.753415	a0497.fits	Y	2.618028
2020-09-06 02:23:15.330	B	8.0	1.749323	a0498.fits	Y	2.425742
2020-09-06 02:23:52.830	V	4.0	1.745365	a0499.fits	Y	2.107971
2020-09-06 02:24:23.140	V	4.0	1.741811	a0500.fits	Y	2.227724
2020-09-06 02:24:53.200	V	4.0	1.738287	a0501.fits	Y	2.316961
2020-09-06 02:25:24.830	R	4.0	1.734635	a0502.fits	Y	2.316409
2020-09-06 02:25:54.390	R	4.0	1.731224	a0503.fits	Y	2.331555
2020-09-06 02:26:24.200	R	4.0	1.727793	a0504.fits	Y	2.097673
2020-09-06 02:26:55.450	I	4.0	1.724237	a0505.fits	Y	2.220665	10.108	0.161	63.26
2020-09-06 02:27:25.330	I	4.0	1.720860	a0506.fits	Y	2.198472	10.596	0.237	66.71
2020-09-06 02:27:55.580	I	4.0	1.717457	a0507.fits	Y	2.069112	10.023	0.157	66.93

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 01:36:54.650	B	60.0	1.017961	a0424.fits	Y	2.022615
2020-09-06 01:38:05.340	B	60.0	1.018433	a0425.fits	Y	2.150259
2020-09-06 01:39:15.960	B	60.0	1.018923	a0426.fits	Y	2.471601
2020-09-06 01:40:30.090	V	30.0	1.019233	a0427.fits	Y	2.375672
2020-09-06 01:41:10.790	V	30.0	1.019518	a0428.fits	Y	1.966101
2020-09-06 01:41:50.530	V	30.0	1.019811	a0429.fits	Y	2.129932
2020-09-06 01:42:34.470	SR	20.0	1.020063	a0430.fits	Y	2.694042
2020-09-06 01:43:03.770	SR	20.0	1.020278	a0431.fits	Y	2.311556
2020-09-06 01:43:32.460	SR	20.0	1.020499	a0432.fits	Y	2.276557
2020-09-06 01:44:03.650	I	15.0	1.020693	a0433.fits	Y	2.110581
2020-09-06 01:44:28.710	I	15.0	1.020889	a0434.fits	Y	2.645947
2020-09-06 01:44:53.590	I	15.0	1.021078	a0435.fits	Y	2.277302

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-06 03:00:39.260	B	60.0	1.936749	a0564.fits	Y	3.736356
2020-09-06 03:02:05.760	B	60.0	1.930390	a0565.fits	Y	3.544413
2020-09-06 03:03:34.880	V	20.0	1.926743	a0566.fits	Y	3.133962	4.334	0.003	8095.45
2020-09-06 03:04:20.940	V	20.0	1.923318	a0567.fits	Y	3.051032	4.318	0.003	8695.11
2020-09-06 03:05:08.570	R	5.0	1.920915	a0568.fits	Y	2.995552	3.770	0.002	16107.78
2020-09-06 03:05:39.070	R	5.0	1.918645	a0569.fits	Y	2.872888	3.737	0.002	17197.76
2020-09-06 03:06:09.630	R	5.0	1.916291	a0570.fits	Y	3.121964	3.814	0.003	12635.77
2020-09-06 03:06:41.880	R	5.0	1.913956	a0571.fits	Y	2.793460	3.780	0.003	15061.09
2020-09-06 03:07:13.630	I	3.0	1.911693	a0572.fits	Y	2.617406	3.432	0.002	16686.56
2020-09-06 03:07:42.750	I	3.0	1.909537	a0573.fits	Y	2.607739	3.475	0.002	21046.25
2020-09-06 03:08:11.500	I	3.0	1.907410	a0574.fits	Y	2.626852	3.450	0.002	22597.32
2020-09-06 03:08:40.760	I	3.0	1.905239	a0575.fits	Y	2.606361	3.436	0.002	17792.28
2020-09-06 03:09:09.820	I	3.0	1.903107	a0576.fits	Y	2.316653	3.399	0.002	24703.03

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 01:19:41.530	B	10.0	1.440586	a0386.fits	Y	2.574229
2020-09-06 01:20:17.660	B	10.0	1.438552	a0387.fits	Y	2.671534
2020-09-06 01:20:40.910	V	5.0	1.437456	a0388.fits	Y	2.357974
2020-09-06 01:20:55.840	V	5.0	1.436602	a0389.fits	Y	2.212256
2020-09-06 01:21:10.590	V	5.0	1.435748	a0390.fits	Y	2.497489
2020-09-06 01:21:26.980	R	2.0	1.434954	a0391.fits	Y	2.379332
2020-09-06 01:21:38.780	R	2.0	1.434275	a0392.fits	Y	2.096483
2020-09-06 01:21:50.780	R	2.0	1.433572	a0393.fits	Y	2.337005
2020-09-06 01:22:02.660	R	2.0	1.432893	a0394.fits	Y	2.343049
2020-09-06 01:22:14.530	R	2.0	1.432189	a0395.fits	Y	2.562612
2020-09-06 01:22:26.530	R	2.0	1.431504	a0396.fits	Y	2.240122
2020-09-06 01:22:38.480	R	2.0	1.430847	a0397.fits	Y	2.443180
2020-09-06 01:22:49.780	R	2.0	1.430166	a0398.fits	Y	2.352237
2020-09-06 01:23:01.400	R	2.0	1.429491	a0399.fits	Y	2.359526
2020-09-06 01:23:13.410	R	2.0	1.428833	a0400.fits	Y	2.086725
2020-09-06 01:23:26.530	I	1.0	1.428106	a0401.fits	Y	2.253696
2020-09-06 01:23:37.030	I	1.0	1.427502	a0402.fits	Y	2.225752
2020-09-06 01:23:47.650	I	1.0	1.426890	a0403.fits	Y	2.272682
2020-09-06 01:23:57.970	I	1.0	1.426302	a0404.fits	Y	2.618769
2020-09-06 01:24:08.590	I	1.0	1.425662	a0405.fits	Y	2.291038
2020-09-06 01:24:19.720	I	1.0	1.425023	a0406.fits	Y	2.075259
2020-09-06 01:24:31.030	I	1.0	1.424388	a0407.fits	Y	2.182548
2020-09-06 01:24:42.090	I	1.0	1.423785	a0408.fits	Y	2.271274
2020-09-06 01:24:52.720	I	1.0	1.423178	a0409.fits	Y	2.666065
2020-09-06 01:25:03.150	I	1.0	1.422581	a0410.fits	Y	2.439194

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-06 00:50:28.290	B	15.0	1.169084	a0319.fits	Y	2.943499
2020-09-06 00:50:53.350	B	15.0	1.168769	a0320.fits	Y	3.154275	9.9	0.124	8047.81
2020-09-06 00:51:21.040	V	3.0	1.168564	a0321.fits	Y	3.098844
2020-09-06 00:51:33.800	V	3.0	1.168397	a0322.fits	Y	3.061362
2020-09-06 00:51:46.790	V	3.0	1.168232	a0323.fits	Y	2.873353
2020-09-06 00:52:00.410	V	3.0	1.168056	a0324.fits	Y	2.936850
2020-09-06 00:52:13.410	V	3.0	1.167893	a0325.fits	Y	2.749939
2020-09-06 00:52:27.730	R	2.0	1.167721	a0326.fits	Y	2.797151
2020-09-06 00:52:39.780	R	2.0	1.167575	a0327.fits	Y	2.716671
2020-09-06 00:52:51.290	R	2.0	1.167424	a0328.fits	Y	2.722074
2020-09-06 00:53:03.290	R	2.0	1.167268	a0329.fits	Y	2.580762
2020-09-06 00:53:15.360	R	2.0	1.167120	a0330.fits	Y	3.190183
2020-09-06 00:53:27.290	R	2.0	1.166971	a0331.fits	Y	3.053207
2020-09-06 00:53:38.720	R	2.0	1.166827	a0332.fits	Y	2.974843
2020-09-06 00:53:50.660	R	2.0	1.166671	a0333.fits	Y	2.661724
2020-09-06 00:54:02.970	R	2.0	1.166515	a0334.fits	Y	2.881703
2020-09-06 00:54:15.290	R	2.0	1.166373	a0335.fits	Y	2.735463
2020-09-06 00:54:28.100	I	0.5	1.166227	a0336.fits	Y	1.932612
2020-09-06 00:54:37.790	I	0.5	1.166109	a0337.fits	Y	1.973770
2020-09-06 00:54:47.720	I	0.5	1.165988	a0338.fits	Y	2.215058
2020-09-06 00:54:57.350	I	0.5	1.165865	a0339.fits	Y	2.139422
2020-09-06 00:55:06.970	I	0.5	1.165748	a0340.fits	Y	2.272938
2020-09-06 00:55:16.420	I	0.5	1.165630	a0341.fits	Y	2.308142
2020-09-06 00:55:26.040	I	0.5	1.165512	a0342.fits	Y	1.823245
2020-09-06 00:55:35.470	I	0.5	1.165394	a0343.fits	Y	2.015863
2020-09-06 00:55:44.910	I	0.5	1.165277	a0344.fits	Y	1.831703
2020-09-06 00:55:54.660	I	0.5	1.165157	a0345.fits	Y	2.146479

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-09-06 09:10:47.360	B	8.30	1.028137	a0850.fits	Y	3.118083
2020-09-06 09:11:24.180	V	4.15	1.028347	a0851.fits

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 07:41:18.260	B	20.0	1.024735	a0772.fits	Y	2.259213
2020-09-06 07:41:48.570	B	20.0	1.024746	a0773.fits	Y	2.297658
2020-09-06 07:42:21.820	V	10.0	1.024755	a0774.fits	Y	2.551041
2020-09-06 07:42:41.820	V	10.0	1.024765	a0775.fits	Y	2.457853

Table of Contents¶

Telescope bsm_hamren date 200905 (yymmdd)

Warnings and Errors¶

Calibration File Age in Days¶

CCD set point vs operating temperature¶

Images by Target Object¶

11_Cam

AUID 000-BBH-869

59_Cyg

AUID 000-BCN-023

6_Cas

AUID 000-BCS-000

AR_Ari

AUID 000-BCT-836

AR_Cas

AUID 000-BCR-623

AS_Cas

AUID 000-BDJ-581

BK_Cam

AUID 000-BCT-953

CH_Cyg

AUID 000-BCG-667

CQ_Cam

AUID 000-BDH-366

CT_Cam

AUID 000-BDH-369

EL_Eri

AUID 000-BDQ-612

IV_Peg

AUID 000-BFB-902

Pi_Aqr

AUID 000-BCT-640

Psi_Per

AUID 000-BCW-814

R_Aqr

AUID 000-BCR-898

R_Aur

AUID 000-BBJ-127

R_Cas

AUID 000-BCS-187

ST_Cyg

AUID 000-BCL-775

SU_LYN

AUID 000-BDT-456

S_Cas

AUID 000-BBC-742

S_Ori

AUID 000-BBJ-409

TX_Psc

AUID 000-BCR-950

TZ_Cyg

AUID 000-BCF-969

T_Cam

AUID 000-BBH-252

T_Cas

AUID 000-BBB-554

T_Cep

AUID 000-BCN-399

UX_Ari

AUID 000-BCT-820

U_Per

AUID 000-BBD-357

V0397_Cep

AUID 000-BDL-458

V0574_Per

AUID 000-BBF-913

V0600_Per

AUID 000-BBF-823

V0818_Cas

AUID 000-BDK-153

V1268_Tau

AUID 000-BFT-955

V1427_Aql

AUID 000-BDF-752

V2048_Oph

AUID 000-BBZ-938

V360_Peg

AUID 000-BCW-739

V509_Cas

AUID 000-BCR-088

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 05:21:02.980	B	20.0	1.179117	a0745.fits	Y	2.478666
2020-09-06 05:21:32.850	B	20.0	1.179060	a0746.fits	Y	2.452596
2020-09-06 05:22:05.980	V	10.0	1.179018	a0747.fits	Y	2.243528
2020-09-06 05:22:26.040	V	10.0	1.178982	a0748.fits	Y	2.288203

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-09-06 08:52:17.620	B	19.05	1.013881	a0844.fits	Y	3.373503
2020-09-06 08:53:05.180	V	9.53	1.015356	a0845.fits	Y	2.844690

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 08:48:35.630	B	20.0	1.014103	a0840.fits	Y	3.590391
2020-09-06 08:49:21.050	B	20.0	1.014176	a0841.fits	Y	3.439499
2020-09-06 08:49:53.740	V	10.0	1.014139	a0842.fits	Y	3.745057
2020-09-06 08:50:35.680	V	10.0	1.014075	a0843.fits	Y	3.443020

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 05:34:27.350	B	20.0	1.064212	a0749.fits	Y	3.170100
2020-09-06 05:34:56.970	B	20.0	1.064230	a0750.fits	Y	3.011086
2020-09-06 05:35:30.160	V	10.0	1.064245	a0751.fits	Y	2.952763
2020-09-06 05:35:49.470	V	10.0	1.064259	a0752.fits	Y	2.793092

DateTime	filter	exptime	airmass	filename
2020-09-06 08:56:11.370	B	20.0	1.026657	a0846.fits
2020-09-06 08:57:40.110	B	20.0	1.026257	a0847.fits
2020-09-06 08:58:09.740	V	10.0	1.026171	a0848.fits
2020-09-06 08:59:28.360	V	10.0	1.025846	a0849.fits

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 01:46:51.960	V	10.0	1.380949	a0436.fits	Y	2.545482
2020-09-06 01:47:12.900	V	10.0	1.381431	a0437.fits	Y	2.505865
2020-09-06 01:47:33.020	V	10.0	1.381911	a0438.fits	Y	2.379887
2020-09-06 01:47:52.710	V	10.0	1.382398	a0439.fits	Y	2.685470
2020-09-06 01:48:13.020	V	10.0	1.382891	a0440.fits	Y	2.775586
2020-09-06 01:48:33.210	V	10.0	1.383391	a0441.fits	Y	2.465000
2020-09-06 01:48:58.900	B	20.0	1.384306	a0442.fits	Y	2.687953
2020-09-06 01:49:29.660	B	20.0	1.385063	a0443.fits	Y	2.895406
2020-09-06 01:50:00.150	B	20.0	1.385859	a0444.fits	Y	2.728051
2020-09-06 01:50:30.830	B	20.0	1.386651	a0445.fits	Y	2.492071
2020-09-06 01:51:01.590	B	20.0	1.387433	a0446.fits	Y	2.443826
2020-09-06 01:51:31.710	B	20.0	1.388222	a0447.fits	Y	2.701396

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-09-06 01:53:25.960	V	0.75	1.494665	a0448.fits	Y	2.177636
2020-09-06 01:53:36.900	V	0.75	1.495348	a0449.fits	Y	2.134272
2020-09-06 01:53:47.020	V	0.75	1.496099	a0450.fits	Y	2.206590
2020-09-06 01:54:03.770	B	1.50	1.497199	a0451.fits	Y	2.401576
2020-09-06 01:54:14.580	B	1.50	1.497960	a0452.fits	Y	2.383525
2020-09-06 01:54:25.770	B	1.50	1.498690	a0453.fits	Y	2.746952
2020-09-06 01:54:52.580	V	0.75	1.500504	a0454.fits	Y	2.339715
2020-09-06 01:55:03.460	V	0.75	1.501241	a0455.fits	Y	2.701976
2020-09-06 01:55:14.400	V	0.75	1.501924	a0456.fits	Y	2.059738
2020-09-06 01:55:30.830	B	1.50	1.503090	a0457.fits	Y	2.765288
2020-09-06 01:55:41.590	B	1.50	1.503836	a0458.fits	Y	2.633275
2020-09-06 01:55:52.460	B	1.50	1.504605	a0459.fits	Y	2.511473

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-06 03:57:48.810	B	80.0	1.067118	a0623.fits	Y	2.997249	2.315	0.001	60057.47
2020-09-06 03:59:19.750	B	80.0	1.065354	a0624.fits	Y	3.032494	2.321	0.001	55070.35
2020-09-06 04:00:52.930	V	40.0	1.064319	a0625.fits	Y	3.363257	1.645	0.001	64995.18
2020-09-06 04:01:43.620	V	40.0	1.063369	a0626.fits	Y	2.904019	1.681	0.001	64742.61
2020-09-06 04:02:37.180	SR	32.0	1.062509	a0627.fits	Y	3.159797	1.453	0.001	64732.05
2020-09-06 04:03:18.250	SR	32.0	1.061741	a0628.fits	Y	3.202675	1.481	0.001	64523.33
2020-09-06 04:04:01.930	I	28.0	1.061006	a0629.fits	Y	3.303900	1.585	0.001	63717.03
2020-09-06 04:04:40.740	I	28.0	1.060309	a0630.fits	Y	3.175926	1.504	0.001	63973.52
2020-09-06 04:05:18.740	I	28.0	1.059614	a0631.fits	Y	3.197323	1.502	0.001	63973.52
2020-09-06 04:05:57.310	I	28.0	1.058926	a0632.fits	Y	3.213353	1.513	0.001	64150.17
2020-09-06 04:06:38.060	SR	32.0	1.058129	a0633.fits	Y	3.112683	1.605	0.001	64839.38
2020-09-06 04:07:19.180	SR	32.0	1.057415	a0634.fits	Y	3.195014	1.482	0.001	64648.90
2020-09-06 04:08:03.550	V	40.0	1.056494	a0635.fits	Y	3.001750	1.650	0.001	64715.33
2020-09-06 04:08:54.430	V	40.0	1.055619	a0636.fits	Y	3.055117	1.648	0.001	64677.26
2020-09-06 04:09:50.180	B	80.0	1.054010	a0637.fits	Y	2.991634	2.329	0.001	53350.77
2020-09-06 04:11:21.120	B	80.0	1.052498	a0638.fits	Y	3.019246	2.328	0.001	54514.34
2020-09-06 04:13:04.120	B	80.0	1.050854	a0639.fits	Y	2.934192
2020-09-06 04:14:50.620	B	80.0	1.049140	a0640.fits	Y	2.959527
2020-09-06 04:16:23.870	V	40.0	1.048326	a0641.fits	Y	3.203607
2020-09-06 04:17:14.180	V	40.0	1.047559	a0642.fits	Y	3.017567
2020-09-06 04:18:07.800	SR	32.0	1.046884	a0643.fits	Y	3.214123
2020-09-06 04:18:48.740	SR	32.0	1.046271	a0644.fits	Y	3.168262	9.287	0.201	22919.97
2020-09-06 04:19:32.130	I	28.0	1.045703	a0645.fits	Y	3.178256
2020-09-06 04:20:10.110	I	28.0	1.045148	a0646.fits	Y	3.167944
2020-09-06 04:20:48.500	I	28.0	1.044600	a0647.fits	Y	3.133829	8.470	0.072	42479.23
2020-09-06 04:21:26.490	I	28.0	1.044056	a0648.fits	Y	3.289894	1.511	0.001	64007.73
2020-09-06 04:22:07.240	SR	32.0	1.043425	a0649.fits	Y	3.147164	1.478	0.001	64797.02
2020-09-06 04:22:49.490	SR	32.0	1.042845	a0650.fits	Y	3.161326	1.475	0.001	64566.81
2020-09-06 04:23:34.680	V	40.0	1.042124	a0651.fits	Y	3.014371	1.689	0.001	64828.11
2020-09-06 04:24:24.990	V	40.0	1.041441	a0652.fits	Y	3.236730	1.663	0.001	64613.76
2020-09-06 04:25:21.680	B	80.0	1.040172	a0653.fits	Y	3.033927	2.336	0.001	53778.71
2020-09-06 04:26:52.300	B	80.0	1.039003	a0654.fits	Y	2.934269	2.338	0.001	59672.51

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-06 00:04:41.240	B	1.50	1.407685	a0115.fits	Y	2.643150	2.999	0.002	33773.94
2020-09-06 00:04:53.360	B	1.50	1.407068	a0116.fits	Y	2.646295
2020-09-06 00:05:04.300	B	1.50	1.406497	a0117.fits	Y	2.695809
2020-09-06 00:05:15.300	B	1.50	1.405904	a0118.fits	Y	2.728257
2020-09-06 00:05:26.050	B	1.50	1.405306	a0119.fits	Y	2.670270
2020-09-06 00:05:37.300	B	1.50	1.404729	a0120.fits	Y	2.568352
2020-09-06 00:05:47.920	B	1.50	1.404160	a0121.fits	Y	2.851505
2020-09-06 00:05:58.670	B	1.50	1.403560	a0122.fits	Y	2.928549
2020-09-06 00:06:09.800	B	1.50	1.402982	a0123.fits	Y	2.698896
2020-09-06 00:06:21.420	B	1.50	1.402379	a0124.fits	Y	2.665139
2020-09-06 00:06:35.300	V	0.75	1.401642	a0125.fits	Y	3.025367
2020-09-06 00:06:46.170	V	0.75	1.401103	a0126.fits	Y	3.012811
2020-09-06 00:06:56.360	V	0.75	1.400514	a0127.fits	Y	2.694617
2020-09-06 00:07:07.360	V	0.75	1.399980	a0128.fits	Y	3.013342
2020-09-06 00:07:17.550	V	0.75	1.399427	a0129.fits	Y	3.187313
2020-09-06 00:07:27.920	V	0.75	1.398838	a0130.fits	Y	2.786493
2020-09-06 00:07:39.360	V	0.75	1.398233	a0131.fits	Y	2.825631
2020-09-06 00:07:50.240	V	0.75	1.397651	a0132.fits	Y	3.113604
2020-09-06 00:08:01.860	V	0.75	1.397054	a0133.fits	Y	3.099953
2020-09-06 00:08:13.110	V	0.75	1.396452	a0134.fits	Y	2.849895
2020-09-06 00:08:24.370	V	0.75	1.395923	a0135.fits	Y	2.580854
2020-09-06 00:08:34.670	V	0.75	1.395375	a0136.fits	Y	2.669972
2020-09-06 00:08:44.730	V	0.75	1.394786	a0137.fits	Y	2.845741
2020-09-06 00:08:55.980	V	0.75	1.394196	a0138.fits	Y	2.989464
2020-09-06 00:09:07.540	V	0.75	1.393612	a0139.fits	Y	3.011569
2020-09-06 00:09:18.610	V	0.75	1.393020	a0140.fits	Y	2.764174
2020-09-06 00:09:29.920	V	0.75	1.392431	a0141.fits	Y	2.709599
2020-09-06 00:09:41.050	V	0.75	1.391852	a0142.fits	Y	2.735098
2020-09-06 00:09:52.800	V	0.75	1.391255	a0143.fits	Y	2.931237
2020-09-06 00:10:03.800	V	0.75	1.390678	a0144.fits	Y	3.037495
2020-09-06 00:10:17.170	I	0.53	1.390019	a0145.fits	Y	2.070589
2020-09-06 00:10:27.300	I	0.53	1.389518	a0146.fits	Y	2.249318
2020-09-06 00:10:36.860	I	0.53	1.389014	a0147.fits	Y	2.152637
2020-09-06 00:10:46.670	I	0.53	1.388515	a0148.fits	Y	2.237301
2020-09-06 00:10:56.300	I	0.53	1.387986	a0149.fits	Y	2.040592
2020-09-06 00:11:06.230	I	0.53	1.387497	a0150.fits	Y	2.319492
2020-09-06 00:11:15.860	I	0.53	1.387007	a0151.fits	Y	2.338507
2020-09-06 00:11:25.230	I	0.53	1.386515	a0152.fits	Y	2.255591
2020-09-06 00:11:51.360	I	0.53	1.385351	a0153.fits	Y	2.111078
2020-09-06 00:12:01.040	I	0.53	1.384853	a0154.fits	Y	2.210609
2020-09-06 00:12:10.790	I	0.53	1.384352	a0155.fits	Y	2.108031
2020-09-06 00:12:20.550	I	0.53	1.383807	a0156.fits	Y	2.319011
2020-09-06 00:12:31.110	I	0.53	1.383306	a0157.fits	Y	2.121342
2020-09-06 00:12:40.860	I	0.53	1.382809	a0158.fits	Y	2.040627
2020-09-06 00:12:50.670	I	0.53	1.382305	a0159.fits	Y	2.573620
2020-09-06 00:13:00.360	I	0.53	1.381812	a0160.fits	Y	2.273013
2020-09-06 00:13:10.110	I	0.53	1.381316	a0161.fits	Y	2.194209
2020-09-06 00:13:19.730	I	0.53	1.380831	a0162.fits	Y	2.037272
2020-09-06 00:13:29.420	I	0.53	1.380332	a0163.fits	Y	2.290407
2020-09-06 00:13:39.920	I	0.53	1.379803	a0164.fits	Y	2.222969
2020-09-06 00:13:49.480	I	0.53	1.379317	a0165.fits	Y	2.099779	4.158	0.003	12688.41
2020-09-06 00:13:59.120	I	0.53	1.378829	a0166.fits	Y	2.052498	4.165	0.003	12656.97
2020-09-06 00:14:08.920	I	0.53	1.378320	a0167.fits	Y	2.309988	4.186	0.003	10422.04
2020-09-06 00:14:19.230	I	0.53	1.377800	a0168.fits	Y	2.103419	4.099	0.003	11792.20
2020-09-06 00:14:29.480	I	0.53	1.377291	a0169.fits	Y	2.101708	4.142	0.003	10962.16
2020-09-06 00:14:39.110	I	0.53	1.376802	a0170.fits	Y	2.005412	4.180	0.003	10433.95
2020-09-06 00:14:48.680	I	0.53	1.376323	a0171.fits	Y	2.186436	4.156	0.003	10025.30
2020-09-06 00:14:58.430	I	0.53	1.375821	a0172.fits	Y	1.919781	4.153	0.003	13468.51
2020-09-06 00:15:08.110	I	0.53	1.375338	a0173.fits	Y	2.018279	4.099	0.003	13758.71
2020-09-06 00:15:18.230	I	0.53	1.374813	a0174.fits	Y	2.264918	4.131	0.003	12756.89

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-09-06 07:45:22.080	B	80.0	1.747588	a0776.fits	Y	8.659818
2020-09-06 07:47:08.510	B	80.0	1.733575	a0777.fits	Y	8.110570
2020-09-06 07:48:58.320	V	40.0	1.724721	a0778.fits	Y	8.499886
2020-09-06 07:50:04.260	V	40.0	1.716340	a0779.fits	Y	7.955110
2020-09-06 07:51:13.690	SR	20.0	1.710232	a0780.fits
2020-09-06 07:52:41.070	SR	20.0	1.699553	a0781.fits
2020-09-06 07:53:08.760	I	10.0	1.697413	a0782.fits	Y	6.573911
2020-09-06 07:53:44.440	I	10.0	1.693065	a0783.fits	Y	6.190247
2020-09-06 07:54:20.320	I	10.0	1.688747	a0784.fits	Y	6.512482
2020-09-06 07:54:55.320	I	10.0	1.684543	a0785.fits	Y	4.552138
2020-09-06 07:55:33.190	SR	20.0	1.678906	a0786.fits	Y	6.384359
2020-09-06 07:56:17.690	SR	20.0	1.673592	a0787.fits	Y	7.742706
2020-09-06 07:57:07.010	V	40.0	1.665650	a0788.fits	Y	7.681791	10.512	0.512	664.07
2020-09-06 07:58:13.140	V	40.0	1.658009	a0789.fits	Y	8.789332
2020-09-06 07:59:25.630	B	80.0	1.645231	a0790.fits
2020-09-06 08:01:54.690	B	80.0	1.629013	a0791.fits
2020-09-06 08:03:34.070	B	80.0	1.618391	a0792.fits	Y	5.915727
2020-09-06 08:05:20.190	B	80.0	1.605869	a0793.fits	Y	4.529343
2020-09-06 08:07:10.380	V	40.0	1.598643	a0794.fits	Y	3.958253
2020-09-06 08:08:52.940	V	40.0	1.588286	a0795.fits
2020-09-06 08:10:46.130	SR	20.0	1.579087	a0796.fits
2020-09-06 08:12:14.310	SR	20.0	1.570496	a0797.fits
2020-09-06 08:12:42.940	I	10.0	1.568776	a0798.fits
2020-09-06 08:14:01.620	I	10.0	1.561286	a0799.fits
2020-09-06 08:14:18.560	I	10.0	1.559658	a0800.fits
2020-09-06 08:15:37.500	I	10.0	1.552289	a0801.fits
2020-09-06 08:15:56.880	SR	20.0	1.549574	a0802.fits
2020-09-06 08:17:24.370	SR	20.0	1.541576	a0803.fits
2020-09-06 08:17:53.630	V	40.0	1.537133	a0804.fits
2020-09-06 08:19:42.370	V	40.0	1.527398	a0805.fits
2020-09-06 08:20:36.560	B	80.0	1.519207	a0806.fits
2020-09-06 08:23:05.700	B	80.0	1.506423	a0807.fits