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".

datenite	imagetyp	filename	set_temp	filter	binning	exptime	Age(d)	Active
201026	bias	bsm_nm/calibration/201026/bias_temp-30_bin2.fits	-30.0	None	2	None	30.0	Y
201026	dark	bsm_nm/calibration/201026/dark_1.0sec_temp-30_bin2.fits	-30.0	None	2	1.00	30.0	Y
201026	dark	bsm_nm/calibration/201026/dark_3.0sec_temp-30_bin2.fits	-30.0	None	2	3.00	30.0	Y
201026	dark	bsm_nm/calibration/201026/dark_10.0sec_temp-30_bin2.fits	-30.0	None	2	10.00	30.0	Y
201026	dark	bsm_nm/calibration/201026/dark_30.0sec_temp-30_bin2.fits	-30.0	None	2	30.00	30.0	Y
201026	dark	bsm_nm/calibration/201026/dark_100.0sec_temp-30_bin2.fits	-30.0	None	2	100.00	30.0	Y
201026	dark	bsm_nm/calibration/201026/dark_300.0sec_temp-30_bin2.fits	-30.0	None	2	300.00	30.0	Y
201124	flat	bsm_nm/calibration/201124/flatB_bin2.fits	NaN	B	2	None	1.0	Y
201124	flat	bsm_nm/calibration/201124/flatI_bin2.fits	NaN	I	2	None	1.0	Y
201124	flat	bsm_nm/calibration/201124/flatR_bin2.fits	NaN	R	2	None	1.0	Y
201124	flat	bsm_nm/calibration/201124/flatSR_bin2.fits	NaN	SR	2	None	1.0	Y
201124	flat	bsm_nm/calibration/201124/flatV_bin2.fits	NaN	V	2	None	1.0	Y
201025	bias	bsm_nm/calibration/201025/bias_temp-25_bin2.fits	-25.0	None	2	None	31.0
200913	bias	bsm_nm/calibration/200913/bias.fits	-20.0	None	2	0.00	73.0
200912	bias	bsm_nm/calibration/200912/bias.fits	-15.0	None	2	0.00	74.0
201025	dark	bsm_nm/calibration/201025/dark_1.0sec_temp-25_bin2.fits	-25.0	None	2	1.00	31.0
201025	dark	bsm_nm/calibration/201025/dark_3.0sec_temp-25_bin2.fits	-25.0	None	2	3.00	31.0
201025	dark	bsm_nm/calibration/201025/dark_10.0sec_temp-25_bin2.fits	-25.0	None	2	10.00	31.0
201025	dark	bsm_nm/calibration/201025/dark_30.0sec_temp-25_bin2.fits	-25.0	None	2	30.00	31.0
201025	dark	bsm_nm/calibration/201025/dark_100.0sec_temp-25_bin2.fits	-25.0	None	2	100.00	31.0
201025	dark	bsm_nm/calibration/201025/dark_300.0sec_temp-25_bin2.fits	-25.0	None	2	300.00	31.0
200913	dark	bsm_nm/calibration/200913/dark1.fits	-20.0	None	2	1.00	73.0
200913	dark	bsm_nm/calibration/200913/dark3.fits	-20.0	None	2	3.00	73.0
200913	dark	bsm_nm/calibration/200913/dark10.fits	-20.0	None	2	10.00	73.0
200913	dark	bsm_nm/calibration/200913/dark30.fits	-20.0	None	2	30.00	73.0
200913	dark	bsm_nm/calibration/200913/dark100.fits	-20.0	None	2	100.00	73.0
200913	dark	bsm_nm/calibration/200913/dark300.fits	-20.0	None	2	300.00	73.0
200912	dark	bsm_nm/calibration/200912/dark1.fits	-15.0	None	2	1.00	74.0
200912	dark	bsm_nm/calibration/200912/dark3.fits	-15.0	None	2	3.00	74.0
200912	dark	bsm_nm/calibration/200912/dark10.fits	-15.0	None	2	10.00	74.0
200912	dark	bsm_nm/calibration/200912/dark30.fits	-15.0	None	2	30.00	74.0
200912	dark	bsm_nm/calibration/200912/dark100.fits	-15.0	None	2	100.00	74.0
200912	dark	bsm_nm/calibration/200912/dark300.fits	-15.0	None	2	300.00	74.0
201124	flat	bsm_nm/calibration/201124/flatSG_bin2.fits	NaN	SG	2	None	1.0
201124	flat	bsm_nm/calibration/201124/flatSI_bin2.fits	NaN	SI	2	None	1.0

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 02:36:16.500	B	1.50	1.147125	a0179.fits	Y	3.031456	3.011	0.002	25465.61
2020-11-25 02:39:21.500	V	0.75	1.147187	a0180.fits	Y	3.404333	3.129	0.002	21815.33
2020-11-25 02:44:11.000	I	0.53	1.147424	a0181.fits	Y	3.818967	4.578	0.004	5508.13

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 00:44:12	B	60.0	1.278734	a0101.fits	Y	2.725850	8.027	0.111	2782.97
2020-11-25 00:45:24	B	60.0	1.276883	a0102.fits	Y	2.743552	6.448	0.024	3257.58
2020-11-25 00:46:36	B	60.0	1.275059	a0103.fits	Y	2.691645	8.257	0.115	1888.24
2020-11-25 00:47:51	V	30.0	1.273920	a0104.fits	Y	3.143114	9.172	0.150	654.92
2020-11-25 00:48:33	V	30.0	1.272875	a0105.fits	Y	3.232961	4.388	0.004	8403.12
2020-11-25 00:49:14	V	30.0	1.271828	a0106.fits	Y	3.211171	4.382	0.004	9156.12
2020-11-25 00:50:02	SR	20.0	1.270922	a0107.fits	Y	3.208530	8.474	0.066	464.62
2020-11-25 00:50:32	SR	20.0	1.270177	a0108.fits	Y	3.203044	6.138	0.010	2966.10
2020-11-25 00:51:02	SR	20.0	1.269418	a0109.fits	Y	3.269188	5.713	0.007	2766.73
2020-11-25 00:51:37	I	20.0	1.268561	a0110.fits	Y	3.637857	6.528	0.011	1091.73
2020-11-25 00:52:09	I	20.0	1.267792	a0111.fits	Y	3.677303	6.531	0.011	1256.14
2020-11-25 00:52:41	I	20.0	1.267035	a0112.fits	Y	3.429893	6.515	0.011	1401.15

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-11-25 01:20:33	V	200.0	1.050271	a0134.fits	Y	4.183034
2020-11-25 01:24:09	V	200.0	1.051025	a0135.fits	Y	4.261956
2020-11-25 01:27:45	V	200.0	1.051922	a0136.fits	Y	4.309520

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 02:13:03.000	B	1.5	1.850048	a0162.fits	Y	3.808929	2.186	0.001	42965.71
2020-11-25 02:14:45.500	V	1.5	1.832629	a0163.fits	Y	4.880191	2.312	0.001	32389.65
2020-11-25 02:16:28.000	I	1.5	1.815327	a0164.fits	Y	4.766921	4.181	0.003	5914.74

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 07:41:49	B	300.0	1.217097	a0358.fits	Y	4.403252
2020-11-25 07:47:01	B	300.0	1.213778	a0359.fits	Y	3.958022
2020-11-25 08:01:30	B	300.0	1.208216	a0360.fits	Y	3.928168
2020-11-25 08:06:46	V	180.0	1.207623	a0361.fits	Y	3.067207
2020-11-25 08:09:58	V	180.0	1.207281	a0362.fits	Y	3.040982
2020-11-25 08:13:10	V	180.0	1.207177	a0363.fits	Y	3.461766
2020-11-25 08:16:27	SR	180.0	1.207319	a0364.fits	Y	3.550074
2020-11-25 08:19:38	SR	180.0	1.207697	a0365.fits	Y	3.437401
2020-11-25 08:22:48	SR	180.0	1.208312	a0366.fits	Y	3.250415
2020-11-25 08:26:03	I	180.0	1.209184	a0367.fits	Y	3.649322
2020-11-25 08:29:15	I	180.0	1.210286	a0368.fits	Y	3.523520	6.557	0.013	1329.34
2020-11-25 08:32:26	I	180.0	1.211623	a0369.fits	Y	3.071230	6.519	0.013	1449.43

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 10:35:32	B	300.0	1.499152	a0398.fits	Y	3.548923
2020-11-25 10:40:45	B	300.0	1.525276	a0399.fits	Y	4.410710
2020-11-25 10:45:57	B	300.0	1.553110	a0400.fits	Y	4.125794
2020-11-25 10:51:13	V	180.0	1.571469	a0401.fits	Y	3.535025
2020-11-25 10:54:25	V	180.0	1.590351	a0402.fits	Y	3.992885
2020-11-25 10:57:37	V	180.0	1.609965	a0403.fits	Y	4.065889
2020-11-25 11:00:55	SR	180.0	1.630943	a0404.fits	Y	4.295920
2020-11-25 11:04:05	SR	180.0	1.652158	a0405.fits	Y	4.220470
2020-11-25 11:07:17	SR	180.0	1.674260	a0406.fits	Y	4.564531
2020-11-25 11:10:32	I	180.0	1.697745	a0407.fits	Y	3.491342
2020-11-25 11:13:47	I	180.0	1.722199	a0408.fits	Y	3.854450
2020-11-25 11:16:58	I	180.0	1.747318	a0409.fits	Y	3.712400	6.258	0.012	1464.45

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm
2020-11-25 09:49:31	B	300.0	1.309049	a0386.fits	Y	2.849149
2020-11-25 09:54:43	B	300.0	1.324358	a0387.fits	Y	3.546898
2020-11-25 09:59:55	B	300.0	1.340710	a0388.fits	Y	3.205425
2020-11-25 10:05:10	V	180.0	1.351477	a0389.fits	Y	3.533450
2020-11-25 10:08:21	V	180.0	1.362475	a0390.fits	Y	3.493300
2020-11-25 10:11:32	V	180.0	1.373927	a0391.fits	Y	3.612322
2020-11-25 10:14:49	SR	180.0	1.386188	a0392.fits	Y	3.397320
2020-11-25 10:17:59	SR	180.0	1.398561	a0393.fits	Y	3.213812
2020-11-25 10:21:10	SR	180.0	1.411402	a0394.fits	Y	3.177770
2020-11-25 10:24:25	I	180.0	1.425018	a0395.fits	Y	3.267510
2020-11-25 10:27:36	I	180.0	1.439009	a0396.fits	Y	3.103155
2020-11-25 10:30:48	I	180.0	1.453535	a0397.fits	Y	2.956220

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 09:03:29	B	300.0	1.247202	a0374.fits	Y	3.620459
2020-11-25 09:08:41	B	300.0	1.254654	a0375.fits	Y	3.120838
2020-11-25 09:13:52	B	300.0	1.262871	a0376.fits	Y	3.023336
2020-11-25 09:19:07	V	180.0	1.268408	a0377.fits	Y	3.194782
2020-11-25 09:22:19	V	180.0	1.274142	a0378.fits	Y	3.425246
2020-11-25 09:25:30	V	180.0	1.280196	a0379.fits	Y	3.437587
2020-11-25 09:28:47	SR	180.0	1.286734	a0380.fits	Y	3.180552
2020-11-25 09:31:57	SR	180.0	1.293397	a0381.fits	Y	3.483443
2020-11-25 09:35:08	SR	180.0	1.300365	a0382.fits	Y	3.220072
2020-11-25 09:38:22	I	180.0	1.307820	a0383.fits	Y	3.623983
2020-11-25 09:41:34	I	180.0	1.315493	a0384.fits	Y	3.357984	7.219	0.023	972.57
2020-11-25 09:44:44	I	180.0	1.323544	a0385.fits	Y	3.369653	7.238	0.025	955.20

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-11-25 08:38:20	V	300.0	1.409823	a0370.fits	Y	3.020184
2020-11-25 08:43:32	V	300.0	1.390608	a0371.fits	Y	3.281838

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 01:09:10.000	V	8.0	1.535658	a0122.fits	Y	3.752043	8.686	0.033	147.06
2020-11-25 01:09:48.500	V	8.0	1.538744	a0123.fits	Y	4.313527	8.624	0.032	181.95
2020-11-25 01:10:28.000	V	8.0	1.541884	a0124.fits	Y	3.951972	8.676	0.033	174.48
2020-11-25 01:11:07.000	V	8.0	1.544993	a0125.fits	Y	3.834835	8.689	0.033	156.83
2020-11-25 01:11:45.500	V	8.0	1.548117	a0126.fits	Y	3.790321	8.724	0.034	171.42
2020-11-25 01:12:24.500	V	8.0	1.551262	a0127.fits	Y	3.533253	8.690	0.033	155.26
2020-11-25 01:13:03.500	V	8.0	1.554427	a0128.fits	Y	3.259804	8.659	0.033	191.66
2020-11-25 01:13:42.000	V	8.0	1.557604	a0129.fits	Y	4.006510	8.690	0.033	169.59
2020-11-25 01:14:20.500	V	8.0	1.560758	a0130.fits	Y	4.072661	8.702	0.034	145.28
2020-11-25 01:14:59.500	V	8.0	1.563968	a0131.fits	Y	4.097576	8.702	0.034	159.02

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-11-25 08:50:16	V	300.0	1.425772	a0372.fits	Y	3.404296	5.669	0.009	3047.63
2020-11-25 08:55:28	V	300.0	1.400103	a0373.fits	Y	3.383213

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 03:10:04	B	20.0	1.526320	a0193.fits	Y	4.014091	6.699	0.013	956.83
2020-11-25 03:10:36	B	20.0	1.527099	a0194.fits	Y	4.072403	6.704	0.013	931.69
2020-11-25 03:11:10	V	10.0	1.527733	a0195.fits	Y	4.586602	6.596	0.011	788.28
2020-11-25 03:11:31	V	10.0	1.528269	a0196.fits	Y	4.565260	6.558	0.011	891.48
2020-11-25 03:12:22.500	R	2.0	1.528703	a0197.fits	Y	4.971718	6.478	0.009	761.19
2020-11-25 03:13:29.000	R	2.0	1.530455	a0198.fits	Y	5.407197	6.455	0.009	816.46
2020-11-25 03:15:07.500	I	1.0	1.532330	a0199.fits	Y	3.455833	6.173	0.008	992.64

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 11:32:50	B	30.0	1.355951	a0417.fits	Y	3.460024	4.558	0.004	6211.62
2020-11-25 11:33:32	B	30.0	1.358178	a0418.fits	Y	3.336655	4.545	0.004	6556.02
2020-11-25 11:34:17	V	15.0	1.359796	a0419.fits	Y	3.732683	3.710	0.002	11731.95
2020-11-25 11:34:43	V	15.0	1.361245	a0420.fits	Y	3.619470	3.711	0.002	12296.46
2020-11-25 11:35:41.500	R	2.0	1.362159	a0421.fits	Y	3.599829	3.649	0.002	12693.18
2020-11-25 11:36:49.500	R	2.0	1.365900	a0422.fits	Y	3.496902	3.644	0.002	13521.09
2020-11-25 11:38:28.500	I	1.0	1.369756	a0423.fits	Y	3.460568	3.307	0.002	15903.75

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 12:01:49.500	B	2.00	1.083318	a0437.fits	Y	3.255455	4.007	0.003	10909.58
2020-11-25 12:02:55.500	B	2.00	1.082724	a0438.fits	Y	2.934199	3.990	0.003	11097.26
2020-11-25 12:04:33.000	V	1.00	1.082137	a0439.fits	Y	3.215954	3.451	0.002	15515.60
2020-11-25 12:06:32.000	R	0.25	1.081139	a0440.fits	Y	3.129244	3.187	0.002	20257.50
2020-11-25 12:08:17.000	I	0.13	1.080276	a0441.fits			3.085	0.002	19269.62

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 11:49:02	B	40.0	1.167987	a0431.fits	Y	3.638160	5.318	0.005	2614.67
2020-11-25 11:49:54	B	40.0	1.169245	a0432.fits	Y	3.532621	5.303	0.005	2929.33
2020-11-25 11:50:48	V	20.0	1.170112	a0433.fits	Y	3.630904	3.953	0.003	10132.38
2020-11-25 11:51:20	V	20.0	1.170894	a0434.fits	Y	3.817440	3.989	0.003	8810.18
2020-11-25 11:52:25.500	R	4.0	1.171366	a0435.fits	Y	3.696503	4.142	0.003	7374.41
2020-11-25 11:54:10.000	I	1.0	1.173326	a0436.fits	Y	3.611576	5.051	0.005	3470.01

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 01:50:23	V	15.0	1.060588	a0151.fits	Y	4.173830	5.220	0.005	3324.79
2020-11-25 01:50:50	V	15.0	1.061051	a0152.fits	Y	4.104959	5.199	0.005	3193.98
2020-11-25 01:51:16	V	45.0	1.062067	a0153.fits	Y	3.955786	3.983	0.003	9720.40
2020-11-25 01:52:13	V	45.0	1.063081	a0154.fits	Y	4.151666	4.018	0.003	9877.61
2020-11-25 01:53:12	R	15.0	1.063613	a0155.fits	Y	4.409737	5.096	0.005	3019.78
2020-11-25 01:53:38	R	15.0	1.064091	a0156.fits	Y	4.174240	5.091	0.005	3264.66
2020-11-25 01:54:04	R	45.0	1.065136	a0157.fits	Y	4.379395	3.901	0.003	10053.57
2020-11-25 01:55:00	R	45.0	1.066207	a0158.fits	Y	4.419444	3.951	0.003	8749.70
2020-11-25 02:19:42	V	15.0	1.098121	a0165.fits	Y	3.819973	5.078	0.005	4486.59
2020-11-25 02:20:08	V	15.0	1.098781	a0166.fits	Y	3.935962	5.094	0.005	3586.39
2020-11-25 02:20:34	V	45.0	1.100222	a0167.fits	Y	3.992985	4.000	0.003	9929.86
2020-11-25 02:21:31	V	45.0	1.101661	a0168.fits	Y	4.128925	4.035	0.003	8886.16
2020-11-25 02:22:30	R	15.0	1.102425	a0169.fits	Y	4.254846	5.141	0.005	2920.80
2020-11-25 02:22:57	R	15.0	1.103113	a0170.fits	Y	4.367191	5.183	0.005	2712.79
2020-11-25 02:23:23	R	45.0	1.104576	a0171.fits	Y	4.137982	3.950	0.003	10069.63
2020-11-25 02:24:19	R	45.0	1.106065	a0172.fits	Y	4.284020	3.946	0.003	8806.44
2020-11-25 02:48:42	V	15.0	1.149257	a0182.fits	Y	3.967045	5.233	0.005	3301.87
2020-11-25 02:49:08	V	15.0	1.150127	a0183.fits	Y	3.865786	5.267	0.005	3455.13
2020-11-25 02:49:34	V	45.0	1.152058	a0184.fits	Y	3.900642	4.041	0.003	9828.50
2020-11-25 02:50:31	V	45.0	1.153986	a0185.fits	Y	4.014366	4.081	0.003	9947.61
2020-11-25 02:51:30	R	15.0	1.155003	a0186.fits	Y	4.048108	5.176	0.005	3503.03
2020-11-25 02:51:56	R	15.0	1.155923	a0187.fits	Y	4.401506	5.184	0.005	3563.87
2020-11-25 02:52:22	R	45.0	1.157909	a0188.fits	Y	4.372980	3.942	0.003	9903.86
2020-11-25 02:53:19	R	45.0	1.159921	a0189.fits	Y	3.924197	3.976	0.003	11837.13
2020-11-25 03:17:58	V	15.0	1.217625	a0200.fits	Y	4.270416	5.279	0.005	2848.51
2020-11-25 03:18:24	V	15.0	1.218791	a0201.fits	Y	4.440078	5.287	0.005	2717.99
2020-11-25 03:18:50	V	45.0	1.221292	a0202.fits	Y	4.536440	4.080	0.003	7276.09
2020-11-25 03:19:46	V	45.0	1.223836	a0203.fits	Y	4.327653	4.063	0.003	8764.13
2020-11-25 03:20:45	R	15.0	1.225164	a0204.fits	Y	4.393710	5.139	0.005	2938.72
2020-11-25 03:21:12	R	15.0	1.226371	a0205.fits	Y	4.427010	5.147	0.005	3146.41
2020-11-25 03:21:38	R	45.0	1.228987	a0206.fits	Y	4.990293	4.021	0.003	7522.15
2020-11-25 03:22:35	R	45.0	1.231605	a0207.fits	Y	4.796331	4.049	0.003	7514.72
2020-11-25 03:58:17	V	15.0	1.347324	a0228.fits	Y	3.151494	5.473	0.006	2944.04
2020-11-25 03:58:43	V	15.0	1.348965	a0229.fits	Y	3.021172	5.464	0.006	3475.03
2020-11-25 03:59:09	V	45.0	1.352602	a0230.fits	Y	3.142322	4.294	0.003	9063.58
2020-11-25 04:00:05	V	45.0	1.356223	a0231.fits	Y	3.132832	4.285	0.003	9059.42
2020-11-25 04:01:05	R	15.0	1.358163	a0232.fits	Y	3.403385	5.395	0.006	3035.41
2020-11-25 04:01:31	R	15.0	1.359941	a0233.fits	Y	3.280158	5.385	0.006	3423.73
2020-11-25 04:01:58	R	45.0	1.363666	a0234.fits	Y	3.337568	4.185	0.003	10279.41
2020-11-25 04:02:54	R	45.0	1.367413	a0235.fits	Y	3.304520	4.180	0.003	10790.88

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 12:18:50	B	20.0	1.595558	a0449.fits	Y	3.634437	5.646	0.006	2020.00
2020-11-25 12:19:22	B	20.0	1.592278	a0450.fits	Y	4.117934	5.736	0.007	1455.43
2020-11-25 12:20:15.000	V	7.5	1.590040	a0451.fits	Y	4.097611	2.129	0.001	35623.73
2020-11-25 12:21:22.000	R	2.0	1.584462	a0452.fits	Y	4.306332	2.909	0.002	37076.02
2020-11-25 12:22:27.500	R	2.0	1.577736	a0453.fits	Y	3.737393	2.228	0.001	42785.01
2020-11-25 12:24:03.000	I	1.0	1.571055	a0454.fits	Y	4.063142	3.629	0.002	10977.27

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 01:41:53	B	60.0	1.201150	a0144.fits	Y	3.372578	6.117	0.009	2115.72
2020-11-25 01:43:04	B	60.0	1.203317	a0145.fits	Y	3.380328	6.110	0.009	2042.89
2020-11-25 01:44:19	V	10.0	1.204065	a0146.fits	Y	3.685751	6.653	0.011	984.98
2020-11-25 01:44:41	V	10.0	1.204708	a0147.fits	Y	3.780192	6.645	0.011	1068.57
2020-11-25 01:45:32.500	R	2.0	1.205231	a0148.fits	Y	4.047247	6.510	0.009	1109.18
2020-11-25 01:46:41.500	R	2.0	1.207365	a0149.fits	Y	3.749849	6.511	0.009	980.34
2020-11-25 01:47:56.000	I	3.0	1.209637	a0150.fits	Y	3.847405	5.129	0.005	3641.30

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-11-25 12:50:05.500	V	1.2	1.063641	a0472.fits	Y	3.705790	4.849	0.004	3517.77
2020-11-25 12:51:11.500	B	2.4	1.062538	a0473.fits	Y	3.626004	5.569	0.006	2007.51

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 12:27:53.500	V	7.5	1.276802	a0455.fits	Y	4.262582	3.515	0.002	11848.25
2020-11-25 12:28:34	B	20.0	1.279688	a0456.fits	Y	3.726073	4.095	0.003	7837.43
2020-11-25 12:29:05	B	20.0	1.280957	a0457.fits	Y	3.935580	4.120	0.003	6870.65
2020-11-25 12:29:36	B	20.0	1.282230	a0458.fits	Y	3.677185	4.058	0.003	8803.72
2020-11-25 12:30:38.000	SR	2.5	1.282991	a0459.fits	Y	4.017904	3.978	0.003	8796.14
2020-11-25 12:31:55.500	I	1.0	1.285656	a0460.fits	Y	3.690194	4.117	0.003	7196.08

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 03:42:22	B	20.0	1.302978	a0221.fits	Y	4.245036	5.988	0.008	1366.33
2020-11-25 03:42:54	B	20.0	1.302878	a0222.fits	Y	4.213217	5.971	0.008	1403.89
2020-11-25 03:43:29	V	10.0	1.302802	a0223.fits	Y	4.834809	4.221	0.003	5573.05
2020-11-25 03:43:50	V	10.0	1.302737	a0224.fits	Y	4.760855	4.196	0.003	5951.74
2020-11-25 03:44:42.000	R	2.0	1.302685	a0225.fits	Y	4.105636	4.282	0.003	5840.26
2020-11-25 03:50:52.000	R	2.0	1.300729	a0226.fits	Y	3.962867	4.262	0.003	5947.55
2020-11-25 03:52:31.000	I	1.0	1.300603	a0227.fits	Y	4.523975	4.457	0.003	5632.77

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 12:34:53	B	120.0	1.812307	a0461.fits	Y	4.150275	2.526	0.001	29619.64
2020-11-25 12:37:05	B	120.0	1.807139	a0462.fits	Y	4.392921	2.577	0.001	25806.06
2020-11-25 12:39:16	B	120.0	1.801989	a0463.fits	Y	4.522233	2.590	0.002	24786.26
2020-11-25 12:41:27	B	120.0	1.796865	a0464.fits	Y	4.796133	2.641	0.002	22652.47
2020-11-25 12:43:42	V	16.0	1.795643	a0465.fits	Y	4.355148	3.132	0.002	16901.10
2020-11-25 12:44:10	V	16.0	1.794600	a0466.fits	Y	4.409582	3.153	0.002	15712.43
2020-11-25 12:44:37	V	16.0	1.793547	a0467.fits	Y	4.395303	3.146	0.002	15903.30
2020-11-25 12:45:04	V	16.0	1.792498	a0468.fits	Y	4.832068	3.247	0.002	12715.03
2020-11-25 12:45:42.500	R	6.0	1.791731	a0469.fits	Y	4.569306	2.593	0.001	24884.84
2020-11-25 12:46:16.000	R	6.0	1.790451	a0470.fits	Y	4.669249	2.556	0.001	26902.95
2020-11-25 12:47:04.000	I	2.0	1.789165	a0471.fits	Y	4.277238	3.049	0.002	15369.41

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 11:25:21	B	60.0	1.504172	a0410.fits	Y	3.449706	11.301	0.537	581.88
2020-11-25 11:26:33	B	60.0	1.507633	a0411.fits	Y	3.507619
2020-11-25 11:27:47	V	20.0	1.509328	a0412.fits	Y	3.538813	2.300	0.001	45771.05
2020-11-25 11:28:18	V	20.0	1.510868	a0413.fits	Y	3.456507	2.285	0.001	48766.11
2020-11-25 11:29:01.000	R	5.0	1.511814	a0414.fits	Y	3.446985	2.365	0.001	41807.07
2020-11-25 11:29:33.000	R	5.0	1.513427	a0415.fits	Y	3.705332	2.359	0.001	47128.70
2020-11-25 11:30:28.500	I	3.0	1.515088	a0416.fits	Y	3.178738	2.407	0.001	43132.60

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 03:25:30	B	10.0	1.087459	a0208.fits	Y	3.717778	4.459	0.004	6812.29
2020-11-25 03:25:51	B	10.0	1.087524	a0209.fits	Y	3.912449	4.456	0.004	7221.53
2020-11-25 03:26:32.000	V	5.0	1.087589	a0210.fits	Y	3.901915	3.451	0.002	13103.65
2020-11-25 03:27:34.500	R	2.0	1.087751	a0211.fits	Y	4.276543	2.661	0.002	24710.06
2020-11-25 03:28:41.500	R	2.0	1.087987	a0212.fits	Y	4.176060	2.664	0.002	27659.70
2020-11-25 03:30:20.500	I	1.0	1.088246	a0213.fits	Y	4.625225	2.579	0.001	30747.14

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 02:27:00	B	15.0	1.339435	a0173.fits	Y	3.718754	6.001	0.008	1379.44
2020-11-25 02:27:27	B	15.0	1.340098	a0174.fits	Y	3.729462	5.996	0.008	1452.23
2020-11-25 02:28:26.000	V	3.0	1.340536	a0175.fits	Y	4.157205	6.110	0.008	1121.58
2020-11-25 02:29:38.500	R	2.0	1.342404	a0176.fits	Y	3.959271	4.059	0.003	8314.50
2020-11-25 02:30:45.500	R	2.0	1.344102	a0177.fits	Y	4.371118	4.095	0.003	7643.86
2020-11-25 02:32:19.500	I	0.5	1.345847	a0178.fits	Y	4.277869	4.384	0.003	6256.12

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 12:11:12	B	20.0	1.573071	a0442.fits	Y	3.969926	6.260	0.008	951.54
2020-11-25 12:11:43	B	20.0	1.571885	a0443.fits	Y	4.065987	6.276	0.008	914.18
2020-11-25 12:12:17	V	20.0	1.570584	a0444.fits	Y	4.454043	4.780	0.004	3438.26
2020-11-25 12:12:48	V	20.0	1.569411	a0445.fits	Y	4.298338	4.784	0.004	3406.01
2020-11-25 12:13:49.000	R	2.0	1.568773	a0446.fits	Y	4.376083	6.101	0.007	1025.49
2020-11-25 12:14:55.500	R	2.0	1.566270	a0447.fits	Y	4.118891	6.066	0.007	1117.46
2020-11-25 12:16:07.000	I	3.0	1.563643	a0448.fits	Y	4.322236	5.157	0.005	2296.83

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-11-25 12:58:13.000	B	1.58	1.457058	a0477.fits	Y	3.880056	5.186	0.005	2514.92
2020-11-25 12:58:42	V	0.78	1.456559	a0478.fits	Y	4.104173	2.950	0.002	18253.30

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 04:05:35	B	90.0	1.284391	a0236.fits	Y	2.809691	3.381	0.002	25669.94
2020-11-25 04:07:20	V	75.0	1.286622	a0237.fits	Y	2.991407	3.115	0.002	32075.20
2020-11-25 04:09:02	B	90.0	1.289558	a0238.fits	Y	2.783947	3.386	0.002	23626.09
2020-11-25 04:10:47	V	75.0	1.291856	a0239.fits	Y	3.140633	3.133	0.002	28473.35
2020-11-25 04:12:29	B	90.0	1.294854	a0240.fits	Y	3.003064	3.404	0.002	21554.60
2020-11-25 04:14:13	V	75.0	1.297207	a0241.fits	Y	3.841005	3.210	0.002	18108.08
2020-11-25 04:15:54	B	90.0	1.300292	a0242.fits	Y	3.305324	3.419	0.002	17721.83
2020-11-25 04:17:39	V	75.0	1.302705	a0243.fits	Y	3.328823	3.150	0.002	23753.39
2020-11-25 04:19:20	B	90.0	1.305879	a0244.fits	Y	2.951705	3.410	0.002	21815.91
2020-11-25 04:21:04	V	75.0	1.308359	a0245.fits	Y	3.021266	3.151	0.002	26111.12
2020-11-25 04:22:46	B	90.0	1.311607	a0246.fits	Y	2.949710	3.423	0.002	21592.76
2020-11-25 04:24:30	V	75.0	1.314143	a0247.fits	Y	3.011083	3.152	0.002	27773.98
2020-11-25 04:26:11	B	90.0	1.317502	a0248.fits	Y	2.908666	3.432	0.002	21084.31
2020-11-25 04:27:55	V	75.0	1.320114	a0249.fits	Y	2.912066	3.170	0.002	28646.20
2020-11-25 04:29:36	B	90.0	1.323575	a0250.fits	Y	2.768673	3.439	0.002	21660.30
2020-11-25 04:31:22	V	75.0	1.326263	a0251.fits	Y	3.039149	3.185	0.002	26956.41
2020-11-25 04:33:03	B	90.0	1.329793	a0252.fits	Y	2.985054	3.464	0.002	18460.47
2020-11-25 04:34:48	V	75.0	1.332542	a0253.fits	Y	2.896787	3.194	0.002	28139.20
2020-11-25 04:36:29	B	90.0	1.336161	a0254.fits	Y	2.761283	3.465	0.002	20826.32
2020-11-25 04:38:13	V	75.0	1.338994	a0255.fits	Y	2.701943	3.187	0.002	31173.33
2020-11-25 04:39:54	B	90.0	1.342693	a0256.fits	Y	2.608777	3.464	0.002	24411.70
2020-11-25 04:41:38	V	75.0	1.345580	a0257.fits	Y	2.857990	3.216	0.002	27363.17
2020-11-25 04:43:19	B	90.0	1.349397	a0258.fits	Y	2.735079	3.492	0.002	20972.93
2020-11-25 04:45:04	V	75.0	1.352367	a0259.fits	Y	2.774494	3.215	0.002	30217.11
2020-11-25 04:46:45	B	90.0	1.356258	a0260.fits	Y	2.837821	3.521	0.002	19904.64
2020-11-25 04:48:30	V	75.0	1.359309	a0261.fits	Y	2.864896	3.245	0.002	26425.78
2020-11-25 04:50:11	B	90.0	1.363312	a0262.fits	Y	2.816223	3.530	0.002	20326.83
2020-11-25 04:51:55	V	75.0	1.366448	a0263.fits	Y	2.852730	3.256	0.002	24611.95
2020-11-25 04:53:37	B	90.0	1.370562	a0264.fits	Y	2.816417	3.536	0.002	20810.75
2020-11-25 04:55:22	V	75.0	1.373750	a0265.fits	Y	2.959233	3.260	0.002	23367.89
2020-11-25 04:57:03	B	90.0	1.377951	a0266.fits	Y	2.959239	3.563	0.002	18727.04
2020-11-25 04:58:47	V	75.0	1.381221	a0267.fits	Y	2.939200	3.288	0.002	21931.33
2020-11-25 05:00:28	B	90.0	1.385540	a0268.fits	Y	2.885203	3.561	0.002	18522.47
2020-11-25 05:02:13	V	75.0	1.388911	a0269.fits	Y	2.863116	6.273	0.012	26336.82
2020-11-25 05:03:55	B	90.0	1.393327	a0270.fits	Y	3.032747	3.582	0.002	16109.10
2020-11-25 05:05:40	V	75.0	1.396743	a0271.fits	Y	3.087407	3.307	0.002	22999.08
2020-11-25 05:07:20	B	90.0	1.401278	a0272.fits	Y	3.166786	3.602	0.002	15674.80
2020-11-25 05:09:06	V	75.0	1.404807	a0273.fits	Y	3.392045	3.353	0.002	18398.72
2020-11-25 05:10:47	B	90.0	1.409439	a0274.fits	Y	3.053600	3.610	0.002	16524.84
2020-11-25 05:12:32	V	75.0	1.413024	a0275.fits	Y	2.852709	3.307	0.002	23573.39
2020-11-25 05:14:13	B	90.0	1.417756	a0276.fits	Y	2.757865	3.583	0.002	19698.74
2020-11-25 05:15:57	V	75.0	1.421455	a0277.fits	Y	2.912225	3.319	0.002	23207.07
2020-11-25 05:17:39	B	90.0	1.426299	a0278.fits	Y	2.944961	3.619	0.002	17404.40
2020-11-25 05:19:23	V	75.0	1.430057	a0279.fits	Y	2.916702	3.333	0.002	24646.75
2020-11-25 05:21:04	B	90.0	1.435011	a0280.fits	Y	2.754284	3.605	0.002	18615.48
2020-11-25 05:22:49	V	75.0	1.438846	a0281.fits	Y	3.135532	3.356	0.002	20669.06
2020-11-25 05:24:30	B	90.0	1.443925	a0282.fits	Y	3.037730	3.643	0.003	15402.52
2020-11-25 05:26:14	V	75.0	1.447885	a0283.fits	Y	3.144228	3.372	0.002	20645.52
2020-11-25 05:27:56	B	90.0	1.453075	a0284.fits	Y	3.259750	3.674	0.003	14206.87
2020-11-25 05:29:40	V	75.0	1.457100	a0285.fits	Y	3.339997	3.401	0.002	17352.71
2020-11-25 05:31:21	B	90.0	1.462402	a0286.fits	Y	3.241898	3.675	0.003	13975.97
2020-11-25 05:33:06	V	75.0	1.466535	a0287.fits	Y	3.147445	3.391	0.002	19605.97
2020-11-25 05:34:47	B	90.0	1.471946	a0288.fits	Y	3.147964	3.690	0.003	13559.94
2020-11-25 05:36:31	V	75.0	1.476154	a0289.fits	Y	3.011828	3.392	0.002	21557.60
2020-11-25 05:38:12	B	90.0	1.481680	a0290.fits	Y	3.204842	3.706	0.003	13826.82
2020-11-25 05:39:56	V	75.0	1.485987	a0291.fits	Y	3.222100	3.415	0.002	18297.84
2020-11-25 05:41:37	B	90.0	1.491648	a0292.fits	Y	3.299520	3.730	0.003	12829.99
2020-11-25 05:43:21	V	75.0	1.496052	a0293.fits	Y	3.169053	3.409	0.002	18453.82
2020-11-25 05:45:03	B	90.0	1.501877	a0294.fits	Y	2.876972	3.684	0.003	17003.96
2020-11-25 05:46:48	V	75.0	1.506409	a0295.fits	Y	2.815536	3.391	0.002	23185.68
2020-11-25 05:48:29	B	90.0	1.512320	a0296.fits	Y	2.825764	3.697	0.003	17213.23
2020-11-25 05:50:13	V	75.0	1.516931	a0297.fits	Y	2.951394	3.409	0.002	21899.68
2020-11-25 05:51:54	B	90.0	1.523017	a0298.fits	Y	3.311955	3.747	0.003	12553.67
2020-11-25 05:53:39	V	75.0	1.527721	a0299.fits	Y	3.115571	3.434	0.002	19346.73
2020-11-25 05:55:20	B	90.0	1.533899	a0300.fits	Y	3.222504	3.752	0.003	13115.42
2020-11-25 05:57:05	V	75.0	1.538699	a0301.fits	Y	2.947971	3.419	0.002	21116.74
2020-11-25 05:59:09	B	90.0	1.546384	a0302.fits	Y	3.618710	3.789	0.003	11477.54
2020-11-25 06:00:54	V	75.0	1.551314	a0303.fits	Y	3.054776	3.445	0.002	19478.50
2020-11-25 06:02:35	B	90.0	1.557826	a0304.fits	Y	3.415002	3.788	0.003	11958.12
2020-11-25 06:04:20	V	75.0	1.562857	a0305.fits	Y	3.045749	3.449	0.002	18168.38
2020-11-25 06:06:01	B	90.0	1.569489	a0306.fits	Y	3.128757	3.762	0.003	14027.21
2020-11-25 06:07:45	V	75.0	1.574651	a0307.fits	Y	3.066348	3.460	0.002	19349.34
2020-11-25 06:09:27	B	90.0	1.581423	a0308.fits	Y	3.221472	3.771	0.003	12581.37
2020-11-25 06:11:11	V	75.0	1.586705	a0309.fits	Y	3.290122	3.465	0.002	17502.49
2020-11-25 06:12:53	B	90.0	1.593667	a0310.fits	Y	3.301167	3.777	0.003	12319.74
2020-11-25 06:14:38	V	75.0	1.599033	a0311.fits	Y	3.622606	3.510	0.002	14191.28
2020-11-25 06:16:19	B	90.0	1.606135	a0312.fits	Y	3.784975	3.839	0.003	10004.23
2020-11-25 06:18:04	V	75.0	1.611650	a0313.fits	Y	3.461172	3.488	0.002	14942.33
2020-11-25 06:19:45	B	90.0	1.618873	a0314.fits	Y	3.573749	3.818	0.003	10961.02
2020-11-25 06:21:30	V	75.0	1.624516	a0315.fits	Y	4.098131	3.605	0.002	11167.66
2020-11-25 06:23:11	B	90.0	1.631895	a0316.fits	Y	4.385166	3.922	0.003	7514.54
2020-11-25 06:24:56	V	75.0	1.637671	a0317.fits	Y	4.515976	3.655	0.003	9552.73
2020-11-25 06:26:37	B	90.0	1.645190	a0318.fits	Y	4.872278	4.012	0.003	6431.30
2020-11-25 06:28:22	V	75.0	1.651092	a0319.fits	Y	4.566636	3.648	0.003	9347.58
2020-11-25 06:30:03	B	90.0	1.658822	a0320.fits	Y	5.292990	4.099	0.003	5628.41
2020-11-25 06:31:48	V	75.0	1.664814	a0321.fits	Y	4.181768	3.587	0.002	10929.52
2020-11-25 06:33:29	B	90.0	1.672659	a0322.fits	Y	4.612718	3.985	0.003	6801.12
2020-11-25 06:35:13	V	75.0	1.678769	a0323.fits	Y	3.848343	3.539	0.002	12389.92
2020-11-25 06:36:54	B	90.0	1.686835	a0324.fits	Y	3.761820	3.840	0.003	9872.97
2020-11-25 06:38:39	V	75.0	1.693118	a0325.fits	Y	3.690773	3.520	0.002	14564.25
2020-11-25 06:40:21	B	90.0	1.701343	a0326.fits	Y	3.645073	3.819	0.003	10325.78
2020-11-25 06:42:05	V	75.0	1.707757	a0327.fits	Y	3.588021	3.508	0.002	14360.35
2020-11-25 06:43:47	B	90.0	1.716163	a0328.fits	Y	3.735450	3.825	0.003	10024.14
2020-11-25 06:45:32	V	75.0	1.722709	a0329.fits	Y	3.624730	3.500	0.002	14517.92
2020-11-25 06:47:13	B	90.0	1.731299	a0330.fits	Y	3.644533	3.813	0.003	10685.34
2020-11-25 06:48:58	V	75.0	1.737995	a0331.fits	Y	3.219728	3.448	0.002	18693.86
2020-11-25 06:50:39	B	90.0	1.746742	a0332.fits	Y	3.128372	3.746	0.003	13488.31
2020-11-25 06:52:24	V	75.0	1.753602	a0333.fits	Y	3.099689	3.427	0.002	19769.30
2020-11-25 06:54:06	B	90.0	1.762612	a0334.fits	Y	3.140409	3.760	0.003	12892.25
2020-11-25 06:55:51	V	75.0	1.769614	a0335.fits	Y	3.080299	3.423	0.002	18285.27
2020-11-25 06:57:32	B	90.0	1.778767	a0336.fits	Y	3.212235	3.759	0.003	13885.97
2020-11-25 06:59:17	V	75.0	1.785875	a0337.fits	Y	3.311096	3.443	0.002	16975.19
2020-11-25 07:00:58	B	90.0	1.795178	a0338.fits	Y	3.203648	3.760	0.003	12678.92
2020-11-25 07:02:42	V	75.0	1.802410	a0339.fits	Y	3.078628	3.415	0.002	19249.13
2020-11-25 07:04:23	B	90.0	1.811944	a0340.fits	Y	2.958086	3.743	0.003	14573.26
2020-11-25 07:06:08	V	75.0	1.819418	a0341.fits	Y	2.876791	3.399	0.002	21619.73
2020-11-25 07:07:49	B	90.0	1.829130	a0342.fits	Y	3.047994	3.752	0.003	13680.76
2020-11-25 07:09:34	V	75.0	1.836746	a0343.fits	Y	3.057255	3.398	0.002	19098.72
2020-11-25 07:11:15	B	90.0	1.846676	a0344.fits	Y	3.271448	3.763	0.003	13088.92
2020-11-25 07:13:00	V	75.0	1.854454	a0345.fits	Y	3.049832	3.405	0.002	19580.86
2020-11-25 07:14:41	B	90.0	1.864587	a0346.fits	Y	2.815551	3.702	0.003	16862.04
2020-11-25 07:16:26	V	75.0	1.872490	a0347.fits	Y	2.870031	3.380	0.002	24773.88
2020-11-25 07:18:07	B	90.0	1.882896	a0348.fits	Y	2.826222	3.715	0.003	15801.06
2020-11-25 07:19:52	V	75.0	1.890997	a0349.fits	Y	2.992006	3.391	0.002	20645.43
2020-11-25 07:21:33	B	90.0	1.901547	a0350.fits	Y	2.897195	3.701	0.003	16341.89
2020-11-25 07:23:17	V	75.0	1.909757	a0351.fits	Y	3.073192	3.388	0.002	19375.41
2020-11-25 07:24:58	B	90.0	1.920574	a0352.fits	Y	3.158153	3.734	0.003	13946.83
2020-11-25 07:26:42	V	75.0	1.928995	a0353.fits	Y	3.026341	3.371	0.002	22038.89
2020-11-25 07:28:23	B	90.0	1.940034	a0354.fits	Y	2.921815	3.710	0.003	16009.30
2020-11-25 07:30:08	V	75.0	1.948669	a0355.fits	Y	2.897835	3.356	0.002	22863.44
2020-11-25 07:31:49	B	90.0	1.959945	a0356.fits	Y	2.987469	3.716	0.003	15095.92
2020-11-25 07:33:34	V	75.0	1.968709	a0357.fits	Y	3.015973	3.364	0.002	21531.36

Table of Contents¶

Telescope bsm_nm date 201124 (yymmdd)

Warnings and Errors¶

Calibration File Age in Days¶

CCD set point vs operating temperature¶

Images by Target Object¶

6_Cas

AUID 000-BCS-000

AS_Cas

AUID 000-BDJ-581

AY_Lac

AUID 000-BCQ-344

BU_Tau

AUID 000-BBG-273

CVSO_104

AUID 000-BNR-982

CVSO_109

AUID 000-BDZ-298

CVSO_17

AUID 000-BNR-975

CVSO_58

AUID 000-BNR-977

ER_UMa

AUID 000-BBQ-788

GSC_03536-00687

AUID 000-BMN-843

RZ_LMi

AUID 000-BBQ-912

R_Aqr

AUID 000-BCR-898

R_Aur

AUID 000-BBJ-127

R_Leo

AUID 000-BBQ-798

R_Lyn

AUID 000-BBM-269

SS_Cyg

AUID 000-BCP-220

SS_Vir

AUID 000-BBS-817

ST_Cyg

AUID 000-BCL-775

ST_UMa

AUID 000-BBS-211

SU_LYN

AUID 000-BDT-456

S_Cas

AUID 000-BBC-742

S_UMi

AUID 000-BBW-210

T_Cam

AUID 000-BBH-252

T_Cas

AUID 000-BBB-554

T_Cep

AUID 000-BCN-399

T_UMi

AUID 000-BBT-772

U_Hya

AUID 000-BBR-567

V0919_Cep

AUID 000-BML-655

V509_Cas

AUID 000-BCR-088

VV_Cep

AUID 000-BCP-658

VX_Crt

AUID 000-BCZ-980

VY_Aqr

AUID 000-BCN-520

V_Cam

AUID 000-BBK-579

W_Cas

AUID 000-BBC-192

Z_UMa

AUID 000-BBS-553

khi_Cyg

AUID 000-BCJ-205

rho_Cas

AUID 000-BCS-075

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 01:58:39.500	B	1.50	1.096157	a0159.fits	Y	3.472167	3.064	0.002	23141.16
2020-11-25 02:01:45.000	V	0.75	1.096471	a0160.fits	Y	3.619797	4.982	0.004	22270.70
2020-11-25 02:06:35.000	I	0.53	1.097193	a0161.fits	Y	4.008526	4.301	0.003	6116.87

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-11-25 01:17:50.000	B	3.95	1.169851	a0132.fits	Y	3.297286	2.621	0.001	40014.67
2020-11-25 01:18:35.500	V	0.98	1.170118	a0133.fits	Y	3.693613	2.439	0.001	43022.86

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-11-25 13:00:22	B	6.78	1.676063	a0479.fits	Y	4.456609	3.451	0.002	11612.28
2020-11-25 13:00:44	V	3.38	1.675049	a0480.fits	Y	4.393300	2.552	0.001	28153.82

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 00:56:11	B	100.0	1.391206	a0113.fits	Y	3.382693	4.123	0.004	10739.93
2020-11-25 00:58:04	B	100.0	1.394680	a0114.fits	Y	3.442937	4.128	0.004	10515.11
2020-11-25 00:59:59	V	60.0	1.397095	a0115.fits	Y	3.965266	4.734	0.005	5702.57
2020-11-25 01:01:11	V	60.0	1.399439	a0116.fits	Y	3.741081	4.726	0.005	5222.70
2020-11-25 01:02:26	R	30.0	1.400924	a0117.fits	Y	3.740423	5.769	0.008	1873.42
2020-11-25 01:03:07	R	30.0	1.402335	a0118.fits	Y	3.780752	5.772	0.008	2144.54
2020-11-25 01:03:49	R	30.0	1.403762	a0119.fits	Y	3.579550	5.786	0.008	2126.88
2020-11-25 01:04:34	I	60.0	1.406376	a0120.fits	Y	3.834819	6.639	0.013	1044.57
2020-11-25 01:05:46	I	60.0	1.408943	a0121.fits	Y	3.573305	6.656	0.013	1011.89

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 11:41:12	B	20.0	1.455702	a0424.fits	Y	3.503961	7.665	0.018	343.67
2020-11-25 11:41:44	B	20.0	1.456455	a0425.fits	Y	3.520374	7.684	0.018	355.77
2020-11-25 11:42:19	V	10.0	1.457047	a0426.fits	Y	4.220067	6.635	0.010	677.44
2020-11-25 11:42:40	V	10.0	1.457552	a0427.fits	Y	4.060499	6.601	0.010	696.79
2020-11-25 11:43:31.500	R	2.0	1.457951	a0428.fits	Y	3.896291	5.981	0.007	1342.76
2020-11-25 11:44:39.000	R	2.0	1.459592	a0429.fits	Y	3.887305	5.968	0.007	1338.98
2020-11-25 11:46:17.500	I	1.0	1.461281	a0430.fits	Y	3.786990	5.629	0.006	1901.85

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 03:33:06	B	60.0	1.109821	a0214.fits	Y	3.961032	4.230	0.003	8309.87
2020-11-25 03:34:18	B	60.0	1.109761	a0215.fits	Y	3.812943	4.239	0.003	7870.30
2020-11-25 03:35:33	V	20.0	1.109736	a0216.fits	Y	4.241524	2.918	0.002	23221.01
2020-11-25 03:36:04	V	20.0	1.109717	a0217.fits	Y	4.049014	2.910	0.002	23073.96
2020-11-25 03:36:46.500	R	5.0	1.109707	a0218.fits	Y	4.407827	3.455	0.002	13141.99
2020-11-25 03:37:19.000	R	5.0	1.109693	a0219.fits	Y	4.506777	3.461	0.002	11990.75
2020-11-25 03:38:15.000	I	3.0	1.109681	a0220.fits	Y	4.026972	4.492	0.004	5233.46

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 12:53:50.000	V	3.0	1.162941	a0474.fits	Y	3.940053	4.173	0.003	6578.45
2020-11-25 12:54:53.500	B	6.0	1.161395	a0475.fits	Y	4.023853	4.919	0.004	3591.63
2020-11-25 12:55:36.000	B	6.0	1.160397	a0476.fits	Y	3.964385	4.926	0.005	3634.90

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 01:33:13	B	40.0	1.254629	a0137.fits	Y	3.380417	5.519	0.006	2907.27
2020-11-25 01:34:04	B	40.0	1.257529	a0138.fits	Y	3.384256	5.519	0.006	2819.06
2020-11-25 01:34:59	V	10.0	1.258975	a0139.fits	Y	3.763952	4.816	0.004	4896.35
2020-11-25 01:35:21	V	10.0	1.260181	a0140.fits	Y	3.837128	4.805	0.004	5255.78
2020-11-25 01:36:41.500	R	1.5	1.261095	a0141.fits	Y	3.787403	3.852	0.003	11525.85
2020-11-25 01:38:21.000	I	2.0	1.268686	a0142.fits	Y	3.720872	2.016	0.001	53337.25
2020-11-25 01:39:29.000	I	2.0	1.272733	a0143.fits	Y	3.873120	2.007	0.001	55270.79

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-11-25 02:57:08.000	B	1.50	1.101642	a0190.fits	Y	3.351929	4.807	0.004	35795.23
2020-11-25 03:00:14.500	V	0.75	1.102044	a0191.fits	Y	3.905412	2.164	0.001	51738.33
2020-11-25 03:05:06.500	I	0.53	1.102950	a0192.fits	Y	4.027840	3.274	0.002	16847.75