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.

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	2020-03-17T01:21:06	-25.0	B
FlatI.fits	1	2020-03-17T01:22:37	-25.0	I
FlatR.fits	1	2020-03-17T01:28:51	-25.0	R
FlatSG.fits	1	2020-03-17T01:31:33	-25.0	SG
FlatSI.fits	1	2020-03-17T01:24:42	-25.0	SI
FlatV.fits	1	2020-03-17T01:26:57	-25.0	V
bias.fits	35	2020-02-12T08:24:07	-25.0	None
dark1.fits	35	2020-02-12T02:58:31	-25.0	None
dark10.fits	35	2020-02-12T03:09:24	-25.0	None
dark100.fits	35	2020-02-12T03:33:44	-25.0	None
dark3.fits	35	2020-02-12T04:45:16	-25.0	None
dark30.fits	35	2020-02-12T04:58:48	-25.0	None
dark300.fits	35	2020-02-12T05:50:15	-25.0	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 10:49:55	V	4.0	2.225953	a0857.fits	Y	3.434827	None	None	None
2020-03-18 10:50:11	V	4.0	2.222924	a0858.fits	Y	3.030871	None	None	None
2020-03-18 10:50:26	V	4.0	2.219811	a0859.fits	Y	2.937938	None	None	None
2020-03-18 10:50:42	V	4.0	2.216836	a0860.fits	Y	3.052198	None	None	None
2020-03-18 10:50:58	V	4.0	2.213767	a0861.fits	Y	3.070124	None	None	None
2020-03-18 10:51:15	B	4.0	2.210485	a0862.fits	Y	3.661555	None	None	None
2020-03-18 10:51:31	B	4.0	2.207583	a0863.fits	Y	3.344311	None	None	None
2020-03-18 10:51:46	B	4.0	2.204631	a0864.fits	Y	2.960892	None	None	None
2020-03-18 10:52:02	B	4.0	2.201761	a0865.fits	Y	3.408775	None	None	None
2020-03-18 10:52:17	B	4.0	2.198784	a0866.fits	Y	2.986411	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 11:35:34	V	3.0	2.449509	a1007.fits	Y	3.813003	None	None	None
2020-03-18 11:35:49	V	3.0	2.446879	a1008.fits	Y	3.586549	None	None	None
2020-03-18 11:36:03	V	3.0	2.444134	a1009.fits	Y	2.932809	None	None	None
2020-03-18 11:36:18	V	3.0	2.441547	a1010.fits	Y	3.679565	None	None	None
2020-03-18 11:36:31	V	3.0	2.438901	a1011.fits	Y	3.017427	None	None	None
2020-03-18 11:36:45	V	3.0	2.436387	a1012.fits	Y	3.183644	None	None	None
2020-03-18 11:36:59	V	3.0	2.433751	a1013.fits	Y	2.749132	None	None	None
2020-03-18 11:37:14	V	3.0	2.431024	a1014.fits			None	None	None
2020-03-18 11:37:27	V	3.0	2.428701	a1015.fits			None	None	None
2020-03-18 11:37:38	V	3.0	2.426588	a1016.fits			None	None	None
2020-03-18 11:38:00	V	3.0	2.422548	a1017.fits			None	None	None
2020-03-18 11:38:12	V	3.0	2.420383	a1018.fits			None	None	None
2020-03-18 11:38:23	V	3.0	2.418260	a1019.fits			None	None	None
2020-03-18 11:38:34	V	3.0	2.416129	a1020.fits			None	None	None
2020-03-18 11:38:46	V	3.0	2.414010	a1021.fits			None	None	None
2020-03-18 11:38:57	V	3.0	2.411982	a1022.fits			None	None	None
2020-03-18 11:39:09	V	3.0	2.409914	a1023.fits			None	None	None
2020-03-18 11:39:20	V	3.0	2.407767	a1024.fits			None	None	None
2020-03-18 11:39:32	V	3.0	2.405579	a1025.fits			None	None	None
2020-03-18 11:39:43	V	3.0	2.403568	a1026.fits			None	None	None
2020-03-18 11:40:07	V	3.0	2.399279	a1027.fits	Y	3.460530	None	None	None
2020-03-18 11:40:21	V	3.0	2.396784	a1028.fits	Y	3.044528	None	None	None
2020-03-18 11:40:35	V	3.0	2.394237	a1029.fits	Y	3.534819	None	None	None
2020-03-18 11:40:49	V	3.0	2.391764	a1030.fits	Y	3.528102	None	None	None
2020-03-18 11:41:03	V	3.0	2.389188	a1031.fits	Y	4.464287	None	None	None
2020-03-18 11:41:17	V	3.0	2.386760	a1032.fits	Y	4.464151	None	None	None
2020-03-18 11:41:31	V	3.0	2.384221	a1033.fits	Y	3.935995	None	None	None
2020-03-18 11:41:45	V	3.0	2.381627	a1034.fits	Y	4.084592	None	None	None
2020-03-18 11:41:59	V	3.0	2.379039	a1035.fits	Y	4.056841	None	None	None
2020-03-18 11:42:14	V	3.0	2.376527	a1036.fits	Y	4.209997	None	None	None
2020-03-18 11:42:40	V	3.0	2.371796	a1037.fits			None	None	None
2020-03-18 11:42:52	V	3.0	2.369748	a1038.fits			None	None	None
2020-03-18 11:43:03	V	3.0	2.367681	a1039.fits			None	None	None
2020-03-18 11:43:15	V	3.0	2.365698	a1040.fits			None	None	None
2020-03-18 11:43:26	V	3.0	2.363811	a1041.fits			None	None	None
2020-03-18 11:43:36	V	3.0	2.361831	a1042.fits			None	None	None
2020-03-18 11:43:48	V	3.0	2.359899	a1043.fits			None	None	None
2020-03-18 11:43:59	V	3.0	2.357861	a1044.fits			None	None	None
2020-03-18 11:44:10	V	3.0	2.355906	a1045.fits			None	None	None
2020-03-18 11:44:21	V	3.0	2.354047	a1046.fits			None	None	None
2020-03-18 11:44:45	V	3.0	2.349857	a1047.fits			None	None	None
2020-03-18 11:44:57	V	3.0	2.347818	a1048.fits			None	None	None
2020-03-18 11:45:07	V	3.0	2.345903	a1049.fits			None	None	None
2020-03-18 11:45:19	V	3.0	2.343854	a1050.fits			None	None	None
2020-03-18 11:45:31	V	3.0	2.341913	a1051.fits			None	None	None
2020-03-18 11:45:42	V	3.0	2.339944	a1052.fits			None	None	None
2020-03-18 11:45:53	V	3.0	2.338059	a1053.fits			None	None	None
2020-03-18 11:46:04	V	3.0	2.336049	a1054.fits			None	None	None
2020-03-18 11:46:16	V	3.0	2.334057	a1055.fits			None	None	None
2020-03-18 11:46:27	V	3.0	2.332130	a1056.fits			None	None	None
2020-03-18 11:46:51	V	3.0	2.328121	a1057.fits			None	None	None
2020-03-18 11:47:03	V	3.0	2.326013	a1058.fits			None	None	None
2020-03-18 11:47:14	V	3.0	2.324026	a1059.fits			None	None	None
2020-03-18 11:47:26	V	3.0	2.322063	a1060.fits			None	None	None
2020-03-18 11:47:37	V	3.0	2.320087	a1061.fits			None	None	None
2020-03-18 11:47:49	V	3.0	2.318225	a1062.fits			None	None	None
2020-03-18 11:48:00	V	3.0	2.316254	a1063.fits			None	None	None
2020-03-18 11:48:12	V	3.0	2.314295	a1064.fits			None	None	None
2020-03-18 11:48:23	V	3.0	2.312454	a1065.fits			None	None	None
2020-03-18 11:48:34	V	3.0	2.310586	a1066.fits			None	None	None
2020-03-18 11:48:58	V	3.0	2.306555	a1067.fits			None	None	None
2020-03-18 11:49:09	V	3.0	2.304613	a1068.fits			None	None	None
2020-03-18 11:49:21	V	3.0	2.302729	a1069.fits			None	None	None
2020-03-18 11:49:32	V	3.0	2.300810	a1070.fits			None	None	None
2020-03-18 11:49:43	V	3.0	2.298855	a1071.fits			None	None	None
2020-03-18 11:49:55	V	3.0	2.297038	a1072.fits			None	None	None
2020-03-18 11:50:06	V	3.0	2.295104	a1073.fits			None	None	None
2020-03-18 11:50:17	V	3.0	2.293142	a1074.fits			None	None	None
2020-03-18 11:50:29	V	3.0	2.291259	a1075.fits			None	None	None
2020-03-18 11:50:40	V	3.0	2.289388	a1076.fits			None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 11:16:28	V	3.0	1.857495	a0937.fits	Y	2.702365	None	None	None
2020-03-18 11:16:43	V	3.0	1.855240	a0938.fits	Y	2.863471	None	None	None
2020-03-18 11:16:58	V	3.0	1.852939	a0939.fits	Y	2.797122	None	None	None
2020-03-18 11:17:12	V	3.0	1.850793	a0940.fits	Y	2.563372	None	None	None
2020-03-18 11:17:26	V	3.0	1.848572	a0941.fits	Y	2.414506	None	None	None
2020-03-18 11:17:39	V	3.0	1.846490	a0942.fits	Y	3.293956	None	None	None
2020-03-18 11:17:53	V	3.0	1.844276	a0943.fits	Y	2.802183	None	None	None
2020-03-18 11:18:07	V	3.0	1.842133	a0944.fits	Y	2.723380	None	None	None
2020-03-18 11:18:21	V	3.0	1.839873	a0945.fits	Y	2.819982	None	None	None
2020-03-18 11:18:36	V	3.0	1.837785	a0946.fits	Y	2.949367	None	None	None
2020-03-18 11:19:02	V	3.0	1.833778	a0947.fits	Y	2.774327	None	None	None
2020-03-18 11:19:16	V	3.0	1.831636	a0948.fits	Y	2.955793	None	None	None
2020-03-18 11:19:29	V	3.0	1.829527	a0949.fits	Y	3.100866	None	None	None
2020-03-18 11:19:43	V	3.0	1.827502	a0950.fits	Y	2.816645	None	None	None
2020-03-18 11:19:57	V	3.0	1.825363	a0951.fits	Y	2.871761	None	None	None
2020-03-18 11:20:11	V	3.0	1.823246	a0952.fits	Y	3.394744	None	None	None
2020-03-18 11:20:25	V	3.0	1.821041	a0953.fits	Y	2.825152	None	None	None
2020-03-18 11:20:40	V	3.0	1.818927	a0954.fits	Y	2.640561	None	None	None
2020-03-18 11:20:54	V	3.0	1.816715	a0955.fits	Y	2.805665	None	None	None
2020-03-18 11:21:09	V	3.0	1.814523	a0956.fits	Y	2.938693	None	None	None
2020-03-18 11:21:36	V	3.0	1.810621	a0957.fits	Y	3.106644	None	None	None
2020-03-18 11:21:49	V	3.0	1.808576	a0958.fits	Y	2.846023	None	None	None
2020-03-18 11:22:03	V	3.0	1.806522	a0959.fits	Y	2.883070	None	None	None
2020-03-18 11:22:17	V	3.0	1.804453	a0960.fits	Y	3.046913	None	None	None
2020-03-18 11:22:31	V	3.0	1.802406	a0961.fits	Y	2.774646	None	None	None
2020-03-18 11:22:45	V	3.0	1.800302	a0962.fits	Y	3.516328	None	None	None
2020-03-18 11:23:00	V	3.0	1.798163	a0963.fits	Y	2.847919	None	None	None
2020-03-18 11:23:14	V	3.0	1.796076	a0964.fits	Y	2.958757	None	None	None
2020-03-18 11:23:29	V	3.0	1.794077	a0965.fits	Y	2.974502	None	None	None
2020-03-18 11:23:42	V	3.0	1.792122	a0966.fits	Y	3.744924	None	None	None
2020-03-18 11:24:08	V	3.0	1.788246	a0967.fits	Y	3.200465	None	None	None
2020-03-18 11:24:22	V	3.0	1.786222	a0968.fits	Y	3.609286	None	None	None
2020-03-18 11:24:36	V	3.0	1.784185	a0969.fits	Y	3.075259	None	None	None
2020-03-18 11:24:50	V	3.0	1.782168	a0970.fits	Y	3.027163	None	None	None
2020-03-18 11:25:04	V	3.0	1.780092	a0971.fits	Y	3.068427	None	None	None
2020-03-18 11:25:19	V	3.0	1.778010	a0972.fits	Y	2.639127	None	None	None
2020-03-18 11:25:34	V	3.0	1.775940	a0973.fits	Y	2.823681	None	None	None
2020-03-18 11:25:48	V	3.0	1.773964	a0974.fits	Y	2.790937	None	None	None
2020-03-18 11:26:02	V	3.0	1.771961	a0975.fits	Y	2.658817	None	None	None
2020-03-18 11:26:16	V	3.0	1.770025	a0976.fits	Y	3.017710	None	None	None
2020-03-18 11:26:41	V	3.0	1.766487	a0977.fits	Y	3.174796	None	None	None
2020-03-18 11:26:55	V	3.0	1.764526	a0978.fits	Y	3.826967	None	None	None
2020-03-18 11:27:09	V	3.0	1.762642	a0979.fits	Y	2.921175	None	None	None
2020-03-18 11:27:22	V	3.0	1.760674	a0980.fits	Y	2.806627	None	None	None
2020-03-18 11:27:37	V	3.0	1.758644	a0981.fits	Y	2.566559	None	None	None
2020-03-18 11:27:51	V	3.0	1.756767	a0982.fits	Y	2.867330	None	None	None
2020-03-18 11:28:05	V	3.0	1.754756	a0983.fits	Y	2.832200	None	None	None
2020-03-18 11:28:19	V	3.0	1.752880	a0984.fits	Y	2.924755	None	None	None
2020-03-18 11:28:33	V	3.0	1.751025	a0985.fits	Y	2.838512	None	None	None
2020-03-18 11:28:46	V	3.0	1.749100	a0986.fits	Y	3.094437	None	None	None
2020-03-18 11:29:13	V	3.0	1.745440	a0987.fits	Y	2.773436	None	None	None
2020-03-18 11:29:27	V	3.0	1.743520	a0988.fits	Y	2.734444	None	None	None
2020-03-18 11:29:41	V	3.0	1.741721	a0989.fits	Y	2.569927	None	None	None
2020-03-18 11:29:54	V	3.0	1.739859	a0990.fits	Y	2.817978	None	None	None
2020-03-18 11:30:08	V	3.0	1.737988	a0991.fits	Y	2.711613	None	None	None
2020-03-18 11:30:22	V	3.0	1.736172	a0992.fits	Y	2.777496	None	None	None
2020-03-18 11:30:35	V	3.0	1.734243	a0993.fits	Y	2.825740	None	None	None
2020-03-18 11:30:50	V	3.0	1.732368	a0994.fits	Y	3.104829	None	None	None
2020-03-18 11:31:04	V	3.0	1.730503	a0995.fits	Y	3.002013	None	None	None
2020-03-18 11:31:18	V	3.0	1.728494	a0996.fits	Y	2.819493	None	None	None
2020-03-18 11:31:45	V	3.0	1.724949	a0997.fits	Y	2.904780	None	None	None
2020-03-18 11:31:59	V	3.0	1.723083	a0998.fits	Y	3.238653	None	None	None
2020-03-18 11:32:13	V	3.0	1.721301	a0999.fits	Y	3.550386	None	None	None
2020-03-18 11:32:27	V	3.0	1.719420	a1000.fits	Y	2.837173	None	None	None
2020-03-18 11:32:41	V	3.0	1.717544	a1001.fits	Y	2.710034	None	None	None
2020-03-18 11:32:56	V	3.0	1.715700	a1002.fits	Y	2.998577	None	None	None
2020-03-18 11:33:09	V	3.0	1.713822	a1003.fits	Y	2.733939	None	None	None
2020-03-18 11:33:24	V	3.0	1.711911	a1004.fits	Y	2.921008	None	None	None
2020-03-18 11:33:39	V	3.0	1.710074	a1005.fits	Y	2.738885	None	None	None
2020-03-18 11:33:52	V	3.0	1.708220	a1006.fits	Y	2.789846	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 06:19:13	B	8.0	1.892834	a0517.fits	Y	3.094892	None	None	None
2020-03-18 06:19:33	B	8.0	1.892809	a0518.fits	Y	2.717297	None	None	None
2020-03-18 06:19:51	B	8.0	1.892782	a0519.fits	Y	2.792228	None	None	None
2020-03-18 06:20:10	B	8.0	1.892756	a0520.fits	Y	3.113653	None	None	None
2020-03-18 06:20:30	B	8.0	1.892731	a0521.fits	Y	3.237787	None	None	None
2020-03-18 06:20:50	V	4.0	1.892708	a0522.fits	Y	2.776276	None	None	None
2020-03-18 06:21:05	V	4.0	1.892687	a0523.fits	Y	2.743639	None	None	None
2020-03-18 06:21:20	V	4.0	1.892668	a0524.fits	Y	2.688031	None	None	None
2020-03-18 06:21:34	V	4.0	1.892647	a0525.fits	Y	2.660805	None	None	None
2020-03-18 06:21:49	V	4.0	1.892628	a0526.fits	Y	2.704157	None	None	None
2020-03-18 06:22:05	R	3.0	1.892605	a0527.fits	Y	2.652107	None	None	None
2020-03-18 06:22:19	R	3.0	1.892586	a0528.fits	Y	2.575779	None	None	None
2020-03-18 06:22:34	R	3.0	1.892566	a0529.fits	Y	2.421691	None	None	None
2020-03-18 06:22:48	R	3.0	1.892547	a0530.fits	Y	2.549830	None	None	None
2020-03-18 06:23:02	R	3.0	1.892527	a0531.fits	Y	2.959131	None	None	None
2020-03-18 06:23:18	I	4.0	1.892503	a0532.fits	Y	2.678605	None	None	None
2020-03-18 06:23:33	I	4.0	1.892482	a0533.fits	Y	2.362549	None	None	None
2020-03-18 06:23:48	I	4.0	1.892459	a0534.fits	Y	2.502603	None	None	None
2020-03-18 06:24:03	I	4.0	1.892439	a0535.fits	Y	2.424157	None	None	None
2020-03-18 06:24:18	I	4.0	1.892416	a0536.fits	Y	2.758288	None	None	None
2020-03-18 06:24:49	B	8.0	1.892368	a0537.fits	Y	3.030222	None	None	None
2020-03-18 06:25:08	B	8.0	1.892341	a0538.fits	Y	2.789226	None	None	None
2020-03-18 06:25:27	B	8.0	1.892313	a0539.fits	Y	2.854673	None	None	None
2020-03-18 06:25:46	B	8.0	1.892286	a0540.fits	Y	2.918368	None	None	None
2020-03-18 06:26:05	B	8.0	1.892258	a0541.fits	Y	2.848939	None	None	None
2020-03-18 06:26:25	V	4.0	1.892234	a0542.fits	Y	2.541012	None	None	None
2020-03-18 06:26:40	V	4.0	1.892212	a0543.fits	Y	2.863606	None	None	None
2020-03-18 06:26:56	V	4.0	1.892189	a0544.fits	Y	2.964039	None	None	None
2020-03-18 06:27:11	V	4.0	1.892167	a0545.fits	Y	2.789225	None	None	None
2020-03-18 06:27:26	V	4.0	1.892143	a0546.fits	Y	2.551028	None	None	None
2020-03-18 06:27:42	R	3.0	1.892121	a0547.fits	Y	2.540362	None	None	None
2020-03-18 06:27:57	R	3.0	1.892101	a0548.fits	Y	2.401842	None	None	None
2020-03-18 06:28:10	R	3.0	1.892081	a0549.fits	Y	2.609800	None	None	None
2020-03-18 06:28:24	R	3.0	1.892060	a0550.fits	Y	2.478260	None	None	None
2020-03-18 06:28:37	R	3.0	1.892039	a0551.fits	Y	2.593604	None	None	None
2020-03-18 06:28:53	I	4.0	1.892015	a0552.fits	Y	2.414417	None	None	None
2020-03-18 06:29:08	I	4.0	1.891991	a0553.fits	Y	2.315152	None	None	None
2020-03-18 06:29:22	I	4.0	1.891969	a0554.fits	Y	2.504658	None	None	None
2020-03-18 06:29:38	I	4.0	1.891945	a0555.fits	Y	2.490286	None	None	None
2020-03-18 06:29:53	I	4.0	1.891922	a0556.fits	Y	2.323754	None	None	None
2020-03-18 06:30:23	B	8.0	1.891870	a0557.fits	Y	2.533887	None	None	None
2020-03-18 06:30:43	B	8.0	1.891840	a0558.fits	Y	2.604261	None	None	None
2020-03-18 06:31:02	B	8.0	1.891811	a0559.fits	Y	2.859981	None	None	None
2020-03-18 06:31:21	B	8.0	1.891780	a0560.fits	Y	2.661036	None	None	None
2020-03-18 06:31:40	B	8.0	1.891752	a0561.fits	Y	2.803585	None	None	None
2020-03-18 06:32:01	V	4.0	1.891724	a0562.fits	Y	2.414027	None	None	None
2020-03-18 06:32:16	V	4.0	1.891700	a0563.fits	Y	2.537076	None	None	None
2020-03-18 06:32:31	V	4.0	1.891677	a0564.fits	Y	2.538887	None	None	None
2020-03-18 06:32:46	V	4.0	1.891654	a0565.fits	Y	2.414292	None	None	None
2020-03-18 06:33:02	V	4.0	1.891629	a0566.fits	Y	2.412082	None	None	None
2020-03-18 06:33:18	R	3.0	1.891603	a0567.fits	Y	2.402495	None	None	None
2020-03-18 06:33:33	R	3.0	1.891580	a0568.fits	Y	2.434029	None	None	None
2020-03-18 06:33:47	R	3.0	1.891558	a0569.fits	Y	2.727414	None	None	None
2020-03-18 06:34:01	R	3.0	1.891536	a0570.fits	Y	2.376697	None	None	None
2020-03-18 06:34:15	R	3.0	1.891513	a0571.fits	Y	2.301564	None	None	None
2020-03-18 06:34:31	I	4.0	1.891488	a0572.fits	Y	2.266246	None	None	None
2020-03-18 06:34:45	I	4.0	1.891465	a0573.fits	Y	2.102560	None	None	None
2020-03-18 06:35:00	I	4.0	1.891439	a0574.fits	Y	2.269457	None	None	None
2020-03-18 06:35:16	I	4.0	1.891415	a0575.fits	Y	2.160830	None	None	None
2020-03-18 06:35:30	I	4.0	1.891390	a0576.fits	Y	2.325028	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 10:41:34	B	80.0	2.753000	a0853.fits	Y	3.583987	None	None	None
2020-03-18 10:43:14	V	40.0	2.737907	a0854.fits	Y	3.075198	None	None	None
2020-03-18 10:44:13	R	30.0	2.725495	a0855.fits	Y	2.840138	None	None	None
2020-03-18 10:45:02	I	30.0	2.713320	a0856.fits	Y	3.170508	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 07:15:28	V	8.0	2.409884	a0591.fits	Y	2.800573	None	None	None
2020-03-18 07:15:48	V	8.0	2.405707	a0592.fits	Y	2.984120	None	None	None
2020-03-18 07:16:07	V	8.0	2.401682	a0593.fits	Y	2.909282	None	None	None
2020-03-18 07:16:25	V	8.0	2.397587	a0594.fits	Y	2.904994	None	None	None
2020-03-18 07:16:45	V	8.0	2.393428	a0595.fits	Y	3.097731	None	None	None
2020-03-18 07:17:04	V	8.0	2.389430	a0596.fits	Y	3.099555	None	None	None
2020-03-18 07:17:23	V	8.0	2.385434	a0597.fits	Y	2.826060	None	None	None
2020-03-18 07:17:42	V	8.0	2.381506	a0598.fits	Y	2.882701	None	None	None
2020-03-18 07:18:01	V	8.0	2.377443	a0599.fits	Y	2.814671	None	None	None
2020-03-18 07:18:21	V	8.0	2.373304	a0600.fits	Y	2.809246	None	None	None
2020-03-18 07:18:40	V	8.0	2.369261	a0601.fits	Y	3.120418	None	None	None
2020-03-18 07:19:01	V	8.0	2.364983	a0602.fits	Y	2.888715	None	None	None
2020-03-18 07:19:21	V	8.0	2.360829	a0603.fits	Y	2.888869	None	None	None
2020-03-18 07:19:40	V	8.0	2.356808	a0604.fits	Y	3.109738	None	None	None
2020-03-18 07:19:59	V	8.0	2.352822	a0605.fits	Y	2.799371	None	None	None
2020-03-18 07:20:19	V	8.0	2.348822	a0606.fits	Y	2.912984	None	None	None
2020-03-18 07:20:38	V	8.0	2.344833	a0607.fits	Y	2.943803	None	None	None
2020-03-18 07:20:57	V	8.0	2.340995	a0608.fits	Y	2.779918	None	None	None
2020-03-18 07:21:17	V	8.0	2.337082	a0609.fits	Y	2.734719	None	None	None
2020-03-18 07:21:37	V	8.0	2.333060	a0610.fits	Y	2.629797	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 04:18:31	I	3.0	1.073060	a0288.fits	Y	2.414357	None	None	None
2020-03-18 04:19:29	I	3.0	1.073220	a0289.fits	Y	2.313320	None	None	None
2020-03-18 04:20:26	I	3.0	1.073397	a0290.fits	Y	2.550543	None	None	None
2020-03-18 04:21:17	I	3.0	1.073572	a0291.fits	Y	2.308410	None	None	None
2020-03-18 04:22:13	I	3.0	1.073777	a0292.fits	Y	2.280153	None	None	None
2020-03-18 04:23:13	R	4.0	1.074015	a0293.fits			None	None	None
2020-03-18 04:24:26	R	4.0	1.074332	a0294.fits			None	None	None
2020-03-18 04:24:39	R	4.0	1.074387	a0295.fits			None	None	None
2020-03-18 04:24:51	R	4.0	1.074441	a0296.fits			None	None	None
2020-03-18 04:25:03	R	4.0	1.074496	a0297.fits			None	None	None
2020-03-18 04:25:16	V	5.0	1.074567	a0298.fits			None	None	None
2020-03-18 04:26:31	V	5.0	1.074936	a0299.fits			None	None	None
2020-03-18 04:26:45	V	5.0	1.075004	a0300.fits			None	None	None
2020-03-18 04:26:58	V	5.0	1.075070	a0301.fits			None	None	None
2020-03-18 04:27:11	V	5.0	1.075143	a0302.fits			None	None	None
2020-03-18 04:27:26	B	10.0	1.075247	a0303.fits			None	None	None
2020-03-18 04:28:45	B	10.0	1.075695	a0304.fits			None	None	None
2020-03-18 04:29:03	B	10.0	1.075803	a0305.fits			None	None	None
2020-03-18 04:29:22	B	10.0	1.075909	a0306.fits			None	None	None
2020-03-18 04:29:40	B	10.0	1.076021	a0307.fits			None	None	None
2020-03-18 04:29:58	B	10.0	1.076136	a0308.fits	Y	2.230365	None	None	None
2020-03-18 04:31:01	B	10.0	1.076532	a0309.fits			None	None	None
2020-03-18 04:32:21	B	10.0	1.077064	a0310.fits			None	None	None
2020-03-18 04:32:39	B	10.0	1.077191	a0311.fits			None	None	None
2020-03-18 04:32:57	B	10.0	1.077319	a0312.fits			None	None	None
2020-03-18 04:33:16	V	5.0	1.077425	a0313.fits			None	None	None
2020-03-18 04:34:31	V	5.0	1.077975	a0314.fits			None	None	None
2020-03-18 04:34:44	V	5.0	1.078074	a0315.fits			None	None	None
2020-03-18 04:34:57	V	5.0	1.078177	a0316.fits			None	None	None
2020-03-18 04:35:11	V	5.0	1.078278	a0317.fits			None	None	None
2020-03-18 04:35:25	R	4.0	1.078388	a0318.fits			None	None	None
2020-03-18 04:36:39	R	4.0	1.078979	a0319.fits			None	None	None
2020-03-18 04:36:52	R	4.0	1.079078	a0320.fits			None	None	None
2020-03-18 04:37:03	R	4.0	1.079175	a0321.fits			None	None	None
2020-03-18 04:37:15	R	4.0	1.079271	a0322.fits			None	None	None
2020-03-18 04:37:28	I	3.0	1.079382	a0323.fits	Y	2.273019	None	None	None
2020-03-18 04:38:20	I	3.0	1.079825	a0324.fits	Y	2.525829	None	None	None
2020-03-18 04:39:16	I	3.0	1.080317	a0325.fits	Y	2.315091	None	None	None
2020-03-18 04:40:16	I	3.0	1.080871	a0326.fits	Y	2.434695	None	None	None
2020-03-18 04:41:10	I	3.0	1.081381	a0327.fits	Y	2.255904	None	None	None
2020-03-18 04:42:15	I	3.0	1.082020	a0328.fits	Y	2.427864	None	None	None
2020-03-18 04:43:14	I	3.0	1.082621	a0329.fits	Y	2.371944	None	None	None
2020-03-18 04:44:07	I	3.0	1.083164	a0330.fits	Y	2.333865	None	None	None
2020-03-18 04:45:06	I	3.0	1.083796	a0331.fits	Y	2.282922	None	None	None
2020-03-18 04:46:04	I	3.0	1.084445	a0332.fits	Y	2.269409	None	None	None
2020-03-18 04:46:57	R	4.0	1.085056	a0333.fits			None	None	None
2020-03-18 04:48:11	R	4.0	1.085909	a0334.fits			None	None	None
2020-03-18 04:48:23	R	4.0	1.086047	a0335.fits			None	None	None
2020-03-18 04:48:34	R	4.0	1.086191	a0336.fits			None	None	None
2020-03-18 04:48:46	R	4.0	1.086330	a0337.fits			None	None	None
2020-03-18 04:49:00	V	5.0	1.086500	a0338.fits			None	None	None
2020-03-18 04:50:13	V	5.0	1.087410	a0339.fits			None	None	None
2020-03-18 04:50:26	V	5.0	1.087585	a0340.fits			None	None	None
2020-03-18 04:50:40	V	5.0	1.087749	a0341.fits			None	None	None
2020-03-18 04:50:53	V	5.0	1.087914	a0342.fits			None	None	None
2020-03-18 04:51:08	B	10.0	1.088176	a0343.fits			None	None	None
2020-03-18 04:52:28	B	10.0	1.089208	a0344.fits			None	None	None
2020-03-18 04:52:45	B	10.0	1.089448	a0345.fits			None	None	None
2020-03-18 04:53:04	B	10.0	1.089702	a0346.fits			None	None	None
2020-03-18 04:53:23	B	10.0	1.089952	a0347.fits			None	None	None
2020-03-18 04:53:41	B	10.0	1.090208	a0348.fits	Y	2.217647	None	None	None
2020-03-18 04:54:47	B	10.0	1.091125	a0349.fits			None	None	None
2020-03-18 04:56:08	B	10.0	1.092250	a0350.fits			None	None	None
2020-03-18 04:56:25	B	10.0	1.092518	a0351.fits			None	None	None
2020-03-18 04:56:44	B	10.0	1.092779	a0352.fits			None	None	None
2020-03-18 04:57:03	V	5.0	1.092998	a0353.fits			None	None	None
2020-03-18 04:58:18	V	5.0	1.094109	a0354.fits			None	None	None
2020-03-18 04:58:31	V	5.0	1.094308	a0355.fits			None	None	None
2020-03-18 04:58:44	V	5.0	1.094519	a0356.fits			None	None	None
2020-03-18 04:58:58	V	5.0	1.094718	a0357.fits			None	None	None
2020-03-18 04:59:12	R	4.0	1.094931	a0358.fits			None	None	None
2020-03-18 05:00:26	R	4.0	1.096074	a0359.fits			None	None	None
2020-03-18 05:00:38	R	4.0	1.096264	a0360.fits			None	None	None
2020-03-18 05:00:50	R	4.0	1.096458	a0361.fits			None	None	None
2020-03-18 05:01:02	R	4.0	1.096651	a0362.fits			None	None	None
2020-03-18 05:01:15	I	3.0	1.096856	a0363.fits	Y	2.587224	None	None	None
2020-03-18 05:02:04	I	3.0	1.097649	a0364.fits	Y	2.472919	None	None	None
2020-03-18 05:02:55	I	3.0	1.098486	a0365.fits	Y	2.319064	None	None	None
2020-03-18 05:03:50	I	3.0	1.099414	a0366.fits	Y	2.511408	None	None	None
2020-03-18 05:04:43	I	3.0	1.100324	a0367.fits	Y	2.300741	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 09:49:51	V	3.0	2.460437	a0675.fits	Y	3.891839	None	None	None
2020-03-18 09:50:05	V	3.0	2.457281	a0676.fits	Y	3.218143	None	None	None
2020-03-18 09:50:19	V	3.0	2.454085	a0677.fits	Y	2.963146	None	None	None
2020-03-18 09:50:32	V	3.0	2.450888	a0678.fits	Y	2.860765	None	None	None
2020-03-18 09:50:47	V	3.0	2.447606	a0679.fits	Y	2.927093	None	None	None
2020-03-18 09:51:01	V	3.0	2.444295	a0680.fits	Y	2.966611	None	None	None
2020-03-18 09:51:15	V	3.0	2.441002	a0681.fits	Y	3.120174	None	None	None
2020-03-18 09:51:30	V	3.0	2.437640	a0682.fits	Y	3.444115	None	None	None
2020-03-18 09:51:45	V	3.0	2.434404	a0683.fits	Y	3.325412	None	None	None
2020-03-18 09:51:59	V	3.0	2.431140	a0684.fits	Y	3.325456	None	None	None
2020-03-18 09:52:25	V	3.0	2.425236	a0685.fits	Y	3.673107	None	None	None
2020-03-18 09:52:40	V	3.0	2.422153	a0686.fits	Y	3.507884	None	None	None
2020-03-18 09:52:53	V	3.0	2.419043	a0687.fits	Y	3.112120	None	None	None
2020-03-18 09:53:07	V	3.0	2.415886	a0688.fits	Y	3.357945	None	None	None
2020-03-18 09:53:21	V	3.0	2.412743	a0689.fits	Y	3.200864	None	None	None
2020-03-18 09:53:35	V	3.0	2.409724	a0690.fits	Y	2.978808	None	None	None
2020-03-18 09:53:49	V	3.0	2.406600	a0691.fits	Y	2.843201	None	None	None
2020-03-18 09:54:04	V	3.0	2.403401	a0692.fits	Y	3.243261	None	None	None
2020-03-18 09:54:18	V	3.0	2.400193	a0693.fits	Y	2.964596	None	None	None
2020-03-18 09:54:32	V	3.0	2.397086	a0694.fits	Y	3.195607	None	None	None
2020-03-18 09:54:59	V	3.0	2.391382	a0695.fits	Y	3.121875	None	None	None
2020-03-18 09:55:13	V	3.0	2.388286	a0696.fits	Y	2.850660	None	None	None
2020-03-18 09:55:27	V	3.0	2.385334	a0697.fits	Y	2.855202	None	None	None
2020-03-18 09:55:40	V	3.0	2.382350	a0698.fits	Y	2.654182	None	None	None
2020-03-18 09:55:54	V	3.0	2.379358	a0699.fits	Y	3.083855	None	None	None
2020-03-18 09:56:08	V	3.0	2.376245	a0700.fits	Y	3.567489	None	None	None
2020-03-18 09:56:23	V	3.0	2.373168	a0701.fits	Y	3.511656	None	None	None
2020-03-18 09:56:37	V	3.0	2.370059	a0702.fits	Y	4.280695	None	None	None
2020-03-18 09:56:51	V	3.0	2.367089	a0703.fits	Y	3.164089	None	None	None
2020-03-18 09:57:05	V	3.0	2.364105	a0704.fits	Y	2.891692	None	None	None
2020-03-18 09:57:32	V	3.0	2.358455	a0705.fits	Y	3.249427	None	None	None
2020-03-18 09:57:45	V	3.0	2.355585	a0706.fits	Y	4.200046	None	None	None
2020-03-18 09:57:59	V	3.0	2.352772	a0707.fits	Y	3.787067	None	None	None
2020-03-18 09:58:13	V	3.0	2.349844	a0708.fits	Y	3.302525	None	None	None
2020-03-18 09:58:27	V	3.0	2.346924	a0709.fits	Y	3.109163	None	None	None
2020-03-18 09:58:40	V	3.0	2.344016	a0710.fits	Y	3.238936	None	None	None
2020-03-18 09:58:54	V	3.0	2.341088	a0711.fits	Y	3.242791	None	None	None
2020-03-18 09:59:08	V	3.0	2.338091	a0712.fits	Y	3.106348	None	None	None
2020-03-18 09:59:23	V	3.0	2.335078	a0713.fits	Y	2.726121	None	None	None
2020-03-18 09:59:37	V	3.0	2.332162	a0714.fits	Y	3.091908	None	None	None
2020-03-18 10:00:03	V	3.0	2.326771	a0715.fits	Y	3.024358	None	None	None
2020-03-18 10:00:17	V	3.0	2.323968	a0716.fits	Y	3.447838	None	None	None
2020-03-18 10:00:31	V	3.0	2.321132	a0717.fits	Y	3.151625	None	None	None
2020-03-18 10:00:45	V	3.0	2.318169	a0718.fits	Y	2.756546	None	None	None
2020-03-18 10:00:59	V	3.0	2.315385	a0719.fits	Y	3.399285	None	None	None
2020-03-18 10:01:12	V	3.0	2.312542	a0720.fits	Y	3.087491	None	None	None
2020-03-18 10:01:26	V	3.0	2.309672	a0721.fits	Y	2.641762	None	None	None
2020-03-18 10:01:41	V	3.0	2.306812	a0722.fits	Y	3.130885	None	None	None
2020-03-18 10:01:55	V	3.0	2.303719	a0723.fits	Y	2.815749	None	None	None
2020-03-18 10:02:10	V	3.0	2.300881	a0724.fits	Y	3.204144	None	None	None
2020-03-18 10:02:36	V	3.0	2.295667	a0725.fits	Y	3.389282	None	None	None
2020-03-18 10:02:49	V	3.0	2.292835	a0726.fits	Y	3.031023	None	None	None
2020-03-18 10:03:04	V	3.0	2.290113	a0727.fits	Y	3.280637	None	None	None
2020-03-18 10:03:18	V	3.0	2.287286	a0728.fits	Y	2.948694	None	None	None
2020-03-18 10:03:32	V	3.0	2.284447	a0729.fits	Y	3.300997	None	None	None
2020-03-18 10:03:46	V	3.0	2.281669	a0730.fits	Y	3.117477	None	None	None
2020-03-18 10:04:00	V	3.0	2.278886	a0731.fits	Y	3.510676	None	None	None
2020-03-18 10:04:14	V	3.0	2.276152	a0732.fits	Y	3.716077	None	None	None
2020-03-18 10:04:28	V	3.0	2.273474	a0733.fits	Y	3.217293	None	None	None
2020-03-18 10:04:41	V	3.0	2.270656	a0734.fits	Y	3.606814	None	None	None
2020-03-18 10:05:07	V	3.0	2.265496	a0735.fits	Y	3.125164	None	None	None
2020-03-18 10:05:22	V	3.0	2.262792	a0736.fits	Y	3.100003	None	None	None
2020-03-18 10:05:36	V	3.0	2.259991	a0737.fits	Y	2.932386	None	None	None
2020-03-18 10:05:50	V	3.0	2.257356	a0738.fits	Y	3.004699	None	None	None
2020-03-18 10:06:04	V	3.0	2.254736	a0739.fits	Y	2.802855	None	None	None
2020-03-18 10:06:17	V	3.0	2.251868	a0740.fits	Y	2.750082	None	None	None
2020-03-18 10:06:32	V	3.0	2.249188	a0741.fits	Y	2.691074	None	None	None
2020-03-18 10:06:46	V	3.0	2.246589	a0742.fits	Y	3.733148	None	None	None
2020-03-18 10:06:59	V	3.0	2.243880	a0743.fits	Y	3.008248	None	None	None
2020-03-18 10:07:13	V	3.0	2.241202	a0744.fits	Y	3.231249	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 08:55:16	B	4.0	2.466704	a0635.fits	Y	2.662221	None	None	None
2020-03-18 08:55:32	B	4.0	2.462357	a0636.fits	Y	2.926103	None	None	None
2020-03-18 08:55:48	B	4.0	2.458191	a0637.fits	Y	3.093500	None	None	None
2020-03-18 08:56:03	B	4.0	2.453837	a0638.fits	Y	2.892053	None	None	None
2020-03-18 08:56:20	B	4.0	2.449553	a0639.fits	Y	2.947657	None	None	None
2020-03-18 08:56:38	V	2.0	2.445165	a0640.fits	Y	2.340721	None	None	None
2020-03-18 08:56:52	V	2.0	2.441487	a0641.fits	Y	2.313306	None	None	None
2020-03-18 08:57:05	V	2.0	2.437996	a0642.fits	Y	2.538859	None	None	None
2020-03-18 08:57:20	V	2.0	2.434115	a0643.fits	Y	2.650312	None	None	None
2020-03-18 08:57:35	V	2.0	2.430261	a0644.fits	Y	2.307128	None	None	None
2020-03-18 08:57:50	R	1.5	2.426103	a0645.fits	Y	2.364834	None	None	None
2020-03-18 08:58:06	R	1.5	2.422256	a0646.fits	Y	2.285923	None	None	None
2020-03-18 08:58:19	R	1.5	2.418479	a0647.fits	Y	2.212371	None	None	None
2020-03-18 08:58:34	R	1.5	2.414629	a0648.fits	Y	2.267475	None	None	None
2020-03-18 08:58:49	R	1.5	2.411107	a0649.fits	Y	2.295767	None	None	None
2020-03-18 08:59:02	I	1.5	2.407509	a0650.fits	Y	2.371381	None	None	None
2020-03-18 08:59:15	I	1.5	2.404199	a0651.fits	Y	2.542214	None	None	None
2020-03-18 08:59:29	I	1.5	2.400530	a0652.fits	Y	2.622365	None	None	None
2020-03-18 08:59:42	I	1.5	2.397252	a0653.fits	Y	2.533418	None	None	None
2020-03-18 08:59:55	I	1.5	2.393727	a0654.fits	Y	2.362922	None	None	None
2020-03-18 09:00:24	B	4.0	2.385739	a0655.fits	Y	3.007317	None	None	None
2020-03-18 09:00:41	B	4.0	2.381596	a0656.fits	Y	2.723827	None	None	None
2020-03-18 09:00:57	B	4.0	2.377509	a0657.fits	Y	2.707521	None	None	None
2020-03-18 09:01:13	B	4.0	2.373406	a0658.fits	Y	2.875915	None	None	None
2020-03-18 09:01:29	B	4.0	2.369434	a0659.fits	Y	3.140808	None	None	None
2020-03-18 09:01:47	V	2.0	2.365610	a0660.fits	Y	2.660266	None	None	None
2020-03-18 09:02:01	V	2.0	2.361888	a0661.fits	Y	2.910108	None	None	None
2020-03-18 09:02:16	V	2.0	2.358304	a0662.fits	Y	2.559773	None	None	None
2020-03-18 09:02:29	V	2.0	2.355006	a0663.fits	Y	2.512336	None	None	None
2020-03-18 09:02:46	V	2.0	2.350728	a0664.fits	Y	2.867903	None	None	None
2020-03-18 09:03:03	R	1.5	2.346680	a0665.fits	Y	2.985607	None	None	None
2020-03-18 09:03:16	R	1.5	2.343692	a0666.fits	Y	2.403981	None	None	None
2020-03-18 09:03:29	R	1.5	2.340558	a0667.fits	Y	2.174345	None	None	None
2020-03-18 09:03:42	R	1.5	2.337292	a0668.fits	Y	2.570271	None	None	None
2020-03-18 09:03:56	R	1.5	2.333978	a0669.fits	Y	2.685781	None	None	None
2020-03-18 09:04:11	I	1.5	2.330277	a0670.fits	Y	2.482686	None	None	None
2020-03-18 09:04:26	I	1.5	2.326767	a0671.fits	Y	2.502396	None	None	None
2020-03-18 09:04:45	I	1.5	2.322130	a0672.fits	Y	2.386480	None	None	None
2020-03-18 09:04:58	I	1.5	2.318770	a0673.fits	Y	2.322001	None	None	None
2020-03-18 09:05:12	I	1.5	2.315573	a0674.fits	Y	2.464585	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 02:56:51	B	44.6	1.630747	a0104.fits	Y	4.803026	None	None	None
2020-03-18 05:46:21	V	2.2	1.199715	a0452.fits	Y	2.511716	None	None	None
2020-03-18 05:46:35	V	2.2	1.199467	a0453.fits	Y	2.696218	None	None	None
2020-03-18 05:46:47	V	2.2	1.199211	a0454.fits	Y	2.362098	None	None	None
2020-03-18 05:47:00	V	2.2	1.198967	a0455.fits	Y	2.461809	None	None	None
2020-03-18 05:47:13	V	2.2	1.198720	a0456.fits	Y	2.531524	None	None	None
2020-03-18 05:47:27	B	4.5	1.198399	a0457.fits	Y	3.074885	None	None	None
2020-03-18 05:47:41	B	4.5	1.198111	a0458.fits	Y	2.591764	None	None	None
2020-03-18 05:47:56	B	4.5	1.197809	a0459.fits	Y	2.583580	None	None	None
2020-03-18 05:48:11	B	4.5	1.197519	a0460.fits	Y	2.536872	None	None	None
2020-03-18 05:48:26	B	4.5	1.197218	a0461.fits	Y	2.687576	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 05:11:47	B	15.0	1.621330	a0376.fits	Y	2.674322	None	None	None
2020-03-18 05:12:16	V	15.0	1.623860	a0377.fits	Y	2.727613	None	None	None
2020-03-18 05:12:42	V	15.0	1.626202	a0378.fits	Y	2.475438	None	None	None
2020-03-18 05:13:09	V	15.0	1.628533	a0379.fits	Y	2.740738	None	None	None
2020-03-18 05:13:39	SR	2.0	1.630078	a0380.fits	Y	2.687094	None	None	None
2020-03-18 05:13:52	I	1.0	1.631175	a0381.fits	Y	2.687482	None	None	None
2020-03-18 05:14:19	B	15.0	1.634905	a0382.fits	Y	2.629645	None	None	None
2020-03-18 05:14:46	V	15.0	1.637349	a0383.fits	Y	2.691516	None	None	None
2020-03-18 05:15:12	V	15.0	1.639739	a0384.fits	Y	2.430707	None	None	None
2020-03-18 05:15:38	V	15.0	1.642147	a0385.fits	Y	2.814092	None	None	None
2020-03-18 05:16:08	SR	2.0	1.643663	a0386.fits	Y	2.585816	None	None	None
2020-03-18 05:16:22	I	1.0	1.644808	a0387.fits	Y	2.606357	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 05:55:07	B	20.0	2.507685	a0472.fits	Y	3.360093	None	None	None
2020-03-18 05:55:39	B	20.0	2.497469	a0473.fits	Y	3.280387	None	None	None
2020-03-18 05:56:09	B	20.0	2.487293	a0474.fits	Y	3.294486	None	None	None
2020-03-18 05:56:40	B	20.0	2.477287	a0475.fits	Y	3.138041	None	None	None
2020-03-18 05:57:12	V	10.0	2.470182	a0476.fits	Y	3.147260	None	None	None
2020-03-18 05:57:33	V	10.0	2.463468	a0477.fits	Y	2.805457	None	None	None
2020-03-18 05:57:55	V	10.0	2.456663	a0478.fits	Y	2.969179	None	None	None
2020-03-18 05:58:19	SR	10.0	2.448790	a0479.fits	Y	3.218009	None	None	None
2020-03-18 05:58:39	SR	10.0	2.442771	a0480.fits	Y	2.971137	None	None	None
2020-03-18 05:58:58	SR	10.0	2.436604	a0481.fits	Y	2.865090	None	None	None
2020-03-18 05:59:20	I	10.0	2.429811	a0482.fits	Y	2.730599	None	None	None
2020-03-18 05:59:40	I	10.0	2.423552	a0483.fits	Y	2.767562	None	None	None
2020-03-18 06:00:01	I	10.0	2.417151	a0484.fits	Y	3.099285	None	None	None
2020-03-18 06:00:37	B	20.0	2.402935	a0485.fits	Y	3.066098	None	None	None
2020-03-18 06:01:08	B	20.0	2.393732	a0486.fits	Y	3.005331	None	None	None
2020-03-18 06:01:39	B	20.0	2.384415	a0487.fits	Y	2.906750	None	None	None
2020-03-18 06:02:10	B	20.0	2.375375	a0488.fits	Y	3.111651	None	None	None
2020-03-18 06:02:43	V	10.0	2.368560	a0489.fits	Y	3.207536	None	None	None
2020-03-18 06:03:04	V	10.0	2.362228	a0490.fits	Y	2.611425	None	None	None
2020-03-18 06:03:25	V	10.0	2.356132	a0491.fits	Y	3.090695	None	None	None
2020-03-18 06:03:50	SR	10.0	2.348878	a0492.fits	Y	2.609613	None	None	None
2020-03-18 06:04:10	SR	10.0	2.343193	a0493.fits	Y	2.792817	None	None	None
2020-03-18 06:04:29	SR	10.0	2.337550	a0494.fits	Y	2.731090	None	None	None
2020-03-18 06:04:51	I	10.0	2.331288	a0495.fits	Y	2.899250	None	None	None
2020-03-18 06:05:12	I	10.0	2.325437	a0496.fits	Y	2.817532	None	None	None
2020-03-18 06:05:32	I	10.0	2.319582	a0497.fits	Y	2.893505	None	None	None
2020-03-18 06:06:08	B	20.0	2.306803	a0498.fits	Y	3.326453	None	None	None
2020-03-18 06:06:39	B	20.0	2.298442	a0499.fits	Y	3.451968	None	None	None
2020-03-18 06:07:10	B	20.0	2.289815	a0500.fits	Y	3.010526	None	None	None
2020-03-18 06:07:41	B	20.0	2.281386	a0501.fits	Y	2.850655	None	None	None
2020-03-18 06:08:13	V	10.0	2.275502	a0502.fits	Y	2.983347	None	None	None
2020-03-18 06:08:33	V	10.0	2.270092	a0503.fits	Y	2.696670	None	None	None
2020-03-18 06:08:54	V	10.0	2.264719	a0504.fits	Y	2.945269	None	None	None
2020-03-18 06:09:18	SR	10.0	2.258139	a0505.fits	Y	2.627688	None	None	None
2020-03-18 06:09:37	SR	10.0	2.253060	a0506.fits	Y	2.500311	None	None	None
2020-03-18 06:09:56	SR	10.0	2.247812	a0507.fits	Y	2.581892	None	None	None
2020-03-18 06:10:19	I	10.0	2.241854	a0508.fits	Y	2.633929	None	None	None
2020-03-18 06:10:40	I	10.0	2.236347	a0509.fits	Y	2.584604	None	None	None
2020-03-18 06:11:01	I	10.0	2.230844	a0510.fits	Y	2.492767	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 04:11:43	B	2.00	1.102296	a0280.fits	Y	2.109230	None	None	None
2020-03-18 04:11:58	V	1.00	1.102083	a0281.fits	Y	2.322831	None	None	None
2020-03-18 04:12:12	SR	0.25	1.101854	a0282.fits	Y	2.211946	None	None	None
2020-03-18 04:12:23	I	0.13	1.101669	a0283.fits			None	None	None
2020-03-18 04:12:47	B	2.00	1.101228	a0284.fits	Y	2.229415	None	None	None
2020-03-18 04:13:02	V	1.00	1.101000	a0285.fits	Y	2.264758	None	None	None
2020-03-18 04:13:17	SR	0.25	1.100780	a0286.fits	Y	2.184592	None	None	None
2020-03-18 04:13:27	I	0.13	1.100602	a0287.fits			None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 06:14:07	B	20.0	1.275584	a0511.fits	Y	2.497718	None	None	None
2020-03-18 06:14:39	B	20.0	1.274411	a0512.fits	Y	2.672294	None	None	None
2020-03-18 06:15:11	B	20.0	1.273234	a0513.fits	Y	2.907880	None	None	None
2020-03-18 06:15:44	V	7.5	1.272495	a0514.fits	Y	2.489010	None	None	None
2020-03-18 06:16:07	SR	2.0	1.271870	a0515.fits	Y	2.220188	None	None	None
2020-03-18 06:16:21	I	1.0	1.271422	a0516.fits	Y	2.126797	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 03:06:02	B	23.8	1.378578	a0107.fits	Y	4.121287	None	None	None
2020-03-18 05:49:56	V	1.2	1.041657	a0462.fits	Y	2.120306	None	None	None
2020-03-18 05:50:08	V	1.2	1.041529	a0463.fits	Y	2.587114	None	None	None
2020-03-18 05:50:19	V	1.2	1.041401	a0464.fits	Y	1.978535	None	None	None
2020-03-18 05:50:31	V	1.2	1.041273	a0465.fits	Y	2.214920	None	None	None
2020-03-18 05:50:42	V	1.2	1.041145	a0466.fits	Y	2.316740	None	None	None
2020-03-18 05:50:55	B	2.4	1.040977	a0467.fits	Y	2.411415	None	None	None
2020-03-18 05:51:08	B	2.4	1.040826	a0468.fits	Y	2.410530	None	None	None
2020-03-18 05:51:22	B	2.4	1.040683	a0469.fits	Y	2.251599	None	None	None
2020-03-18 05:51:35	B	2.4	1.040533	a0470.fits	Y	2.671348	None	None	None
2020-03-18 05:51:49	B	2.4	1.040385	a0471.fits	Y	2.161417	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 05:22:25	V	7.5	1.328593	a0396.fits	Y	2.804453	None	None	None
2020-03-18 05:22:44	V	7.5	1.329439	a0397.fits	Y	2.604114	None	None	None
2020-03-18 05:23:03	V	7.5	1.330337	a0398.fits	Y	2.796053	None	None	None
2020-03-18 05:23:23	B	20.0	1.331868	a0399.fits	Y	2.738622	None	None	None
2020-03-18 05:23:54	B	20.0	1.333335	a0400.fits	Y	2.637543	None	None	None
2020-03-18 05:24:25	B	20.0	1.334805	a0401.fits	Y	2.517890	None	None	None
2020-03-18 05:24:58	SR	2.5	1.335597	a0402.fits	Y	2.463869	None	None	None
2020-03-18 05:25:11	SR	2.5	1.336202	a0403.fits	Y	2.658328	None	None	None
2020-03-18 05:25:24	SR	2.5	1.336815	a0404.fits	Y	2.417646	None	None	None
2020-03-18 05:25:36	SR	2.5	1.337408	a0405.fits	Y	2.481278	None	None	None
2020-03-18 05:25:49	SR	2.5	1.337999	a0406.fits	Y	2.352313	None	None	None
2020-03-18 05:26:03	I	1.0	1.338596	a0407.fits	Y	2.510346	None	None	None
2020-03-18 05:26:14	I	1.0	1.339108	a0408.fits	Y	2.593448	None	None	None
2020-03-18 05:26:25	I	1.0	1.339630	a0409.fits	Y	2.442768	None	None	None
2020-03-18 05:26:35	I	1.0	1.340158	a0410.fits	Y	2.483716	None	None	None
2020-03-18 05:26:46	I	1.0	1.340683	a0411.fits	Y	2.234571	None	None	None
2020-03-18 05:26:57	I	1.0	1.341186	a0412.fits	Y	2.412249	None	None	None
2020-03-18 05:27:08	I	1.0	1.341715	a0413.fits	Y	2.400863	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 03:47:42	V	3.0	1.372852	a0209.fits	Y	2.368121	None	None	None
2020-03-18 03:47:56	V	3.0	1.373589	a0210.fits	Y	2.341739	None	None	None
2020-03-18 03:48:10	V	3.0	1.374355	a0211.fits	Y	2.471690	None	None	None
2020-03-18 03:48:24	V	3.0	1.375097	a0212.fits	Y	2.413149	None	None	None
2020-03-18 03:48:38	V	3.0	1.375870	a0213.fits	Y	2.325414	None	None	None
2020-03-18 03:48:52	V	3.0	1.376658	a0214.fits	Y	2.279814	None	None	None
2020-03-18 03:49:06	V	3.0	1.377420	a0215.fits	Y	2.379347	None	None	None
2020-03-18 03:49:20	V	3.0	1.378198	a0216.fits	Y	2.433716	None	None	None
2020-03-18 03:49:34	V	3.0	1.378954	a0217.fits	Y	2.486768	None	None	None
2020-03-18 03:49:48	V	3.0	1.379736	a0218.fits	Y	2.567316	None	None	None
2020-03-18 03:50:15	V	3.0	1.381218	a0219.fits	Y	2.461110	None	None	None
2020-03-18 03:50:29	V	3.0	1.382011	a0220.fits	Y	2.508823	None	None	None
2020-03-18 03:50:43	V	3.0	1.382819	a0221.fits	Y	2.425602	None	None	None
2020-03-18 03:50:58	V	3.0	1.383627	a0222.fits	Y	2.410614	None	None	None
2020-03-18 03:51:12	V	3.0	1.384413	a0223.fits	Y	2.548591	None	None	None
2020-03-18 03:51:26	V	3.0	1.385229	a0224.fits	Y	2.418422	None	None	None
2020-03-18 03:51:40	V	3.0	1.386000	a0225.fits	Y	2.266571	None	None	None
2020-03-18 03:51:54	V	3.0	1.386825	a0226.fits	Y	2.308269	None	None	None
2020-03-18 03:52:08	V	3.0	1.387599	a0227.fits	Y	2.384383	None	None	None
2020-03-18 03:52:22	V	3.0	1.388420	a0228.fits	Y	2.495283	None	None	None
2020-03-18 03:52:48	V	3.0	1.389936	a0229.fits	Y	2.627344	None	None	None
2020-03-18 03:53:03	V	3.0	1.390755	a0230.fits	Y	2.528780	None	None	None
2020-03-18 03:53:17	V	3.0	1.391550	a0231.fits	Y	2.620935	None	None	None
2020-03-18 03:53:30	V	3.0	1.392376	a0232.fits	Y	2.405440	None	None	None
2020-03-18 03:53:44	V	3.0	1.393163	a0233.fits	Y	2.121566	None	None	None
2020-03-18 03:53:58	V	3.0	1.393979	a0234.fits	Y	2.184829	None	None	None
2020-03-18 03:54:12	V	3.0	1.394791	a0235.fits	Y	2.539087	None	None	None
2020-03-18 03:54:26	V	3.0	1.395585	a0236.fits	Y	2.355398	None	None	None
2020-03-18 03:54:40	V	3.0	1.396406	a0237.fits	Y	2.260039	None	None	None
2020-03-18 03:54:54	V	3.0	1.397227	a0238.fits	Y	2.467163	None	None	None
2020-03-18 03:55:20	V	3.0	1.398772	a0239.fits	Y	2.331328	None	None	None
2020-03-18 03:55:33	V	3.0	1.399631	a0240.fits	Y	2.261258	None	None	None
2020-03-18 03:55:48	V	3.0	1.400465	a0241.fits	Y	2.478684	None	None	None
2020-03-18 03:56:02	V	3.0	1.401330	a0242.fits	Y	2.250583	None	None	None
2020-03-18 03:56:16	V	3.0	1.402128	a0243.fits	Y	2.339246	None	None	None
2020-03-18 03:56:29	V	3.0	1.402944	a0244.fits	Y	2.318848	None	None	None
2020-03-18 03:56:43	V	3.0	1.403772	a0245.fits	Y	2.365569	None	None	None
2020-03-18 03:56:57	V	3.0	1.404653	a0246.fits	Y	2.457240	None	None	None
2020-03-18 03:57:11	V	3.0	1.405525	a0247.fits	Y	2.409776	None	None	None
2020-03-18 03:57:26	V	3.0	1.406406	a0248.fits	Y	2.507649	None	None	None
2020-03-18 03:57:52	V	3.0	1.407991	a0249.fits	Y	2.360633	None	None	None
2020-03-18 03:58:06	V	3.0	1.408829	a0250.fits	Y	2.264586	None	None	None
2020-03-18 03:58:19	V	3.0	1.409720	a0251.fits	Y	2.314631	None	None	None
2020-03-18 03:58:34	V	3.0	1.410616	a0252.fits	Y	2.383003	None	None	None
2020-03-18 03:58:48	V	3.0	1.411456	a0253.fits	Y	2.562131	None	None	None
2020-03-18 03:59:02	V	3.0	1.412339	a0254.fits	Y	2.501798	None	None	None
2020-03-18 03:59:16	V	3.0	1.413206	a0255.fits	Y	2.357776	None	None	None
2020-03-18 03:59:30	V	3.0	1.414068	a0256.fits	Y	2.447608	None	None	None
2020-03-18 03:59:43	V	3.0	1.414937	a0257.fits	Y	2.511596	None	None	None
2020-03-18 03:59:57	V	3.0	1.415810	a0258.fits	Y	2.496423	None	None	None
2020-03-18 04:00:24	V	3.0	1.417487	a0259.fits	Y	2.453357	None	None	None
2020-03-18 04:00:38	V	3.0	1.418367	a0260.fits	Y	2.583357	None	None	None
2020-03-18 04:00:52	V	3.0	1.419241	a0261.fits	Y	2.740188	None	None	None
2020-03-18 04:01:05	V	3.0	1.420144	a0262.fits	Y	2.446709	None	None	None
2020-03-18 04:01:19	V	3.0	1.421062	a0263.fits	Y	2.673359	None	None	None
2020-03-18 04:01:34	V	3.0	1.421950	a0264.fits	Y	2.420756	None	None	None
2020-03-18 04:01:47	V	3.0	1.422805	a0265.fits	Y	2.668550	None	None	None
2020-03-18 04:02:00	V	3.0	1.423689	a0266.fits	Y	2.714840	None	None	None
2020-03-18 04:02:15	V	3.0	1.424598	a0267.fits	Y	2.766739	None	None	None
2020-03-18 04:02:28	V	3.0	1.425505	a0268.fits	Y	2.594465	None	None	None
2020-03-18 04:02:55	V	3.0	1.427219	a0269.fits	Y	2.324798	None	None	None
2020-03-18 04:03:08	V	3.0	1.428119	a0270.fits	Y	2.464162	None	None	None
2020-03-18 04:03:22	V	3.0	1.429043	a0271.fits	Y	2.651640	None	None	None
2020-03-18 04:03:37	V	3.0	1.429985	a0272.fits	Y	2.618276	None	None	None
2020-03-18 04:03:50	V	3.0	1.430895	a0273.fits	Y	2.601926	None	None	None
2020-03-18 04:04:04	V	3.0	1.431796	a0274.fits	Y	2.596672	None	None	None
2020-03-18 04:04:18	V	3.0	1.432731	a0275.fits	Y	2.600065	None	None	None
2020-03-18 04:04:32	V	3.0	1.433657	a0276.fits	Y	2.605054	None	None	None
2020-03-18 04:04:46	V	3.0	1.434574	a0277.fits	Y	2.550286	None	None	None
2020-03-18 04:04:59	V	3.0	1.435505	a0278.fits	Y	2.517702	None	None	None

DateTime	filter	exptime	airmass	filename	mag	err	maxadu
2020-03-18 12:03:55	B	40.0	1.706858	a1137.fits	None	None	None
2020-03-18 12:04:45	B	40.0	1.705221	a1138.fits	None	None	None
2020-03-18 12:05:34	B	40.0	1.703640	a1139.fits	None	None	None
2020-03-18 12:06:23	V	5.0	1.703142	a1140.fits	None	None	None
2020-03-18 12:06:38	V	5.0	1.702672	a1141.fits	None	None	None
2020-03-18 12:06:51	V	5.0	1.702223	a1142.fits	None	None	None
2020-03-18 12:07:08	SR	1.0	1.701822	a1143.fits	None	None	None
2020-03-18 12:07:16	SR	1.0	1.701570	a1144.fits	None	None	None
2020-03-18 12:07:23	SR	1.0	1.701340	a1145.fits	None	None	None
2020-03-18 12:07:30	SR	1.0	1.701096	a1146.fits	None	None	None
2020-03-18 12:07:38	SR	1.0	1.700858	a1147.fits	None	None	None
2020-03-18 12:07:45	SR	1.0	1.700624	a1148.fits	None	None	None
2020-03-18 12:07:52	SR	1.0	1.700388	a1149.fits	None	None	None
2020-03-18 12:07:59	SR	1.0	1.700156	a1150.fits	None	None	None
2020-03-18 12:08:06	SR	1.0	1.699919	a1151.fits	None	None	None
2020-03-18 12:08:14	SR	1.0	1.699680	a1152.fits	None	None	None
2020-03-18 12:08:23	I	1.5	1.699330	a1153.fits	None	None	None
2020-03-18 12:08:34	I	1.5	1.698985	a1154.fits	None	None	None
2020-03-18 12:08:43	I	1.5	1.698665	a1155.fits	None	None	None
2020-03-18 12:08:53	I	1.5	1.698333	a1156.fits	None	None	None
2020-03-18 12:09:03	I	1.5	1.698011	a1157.fits	None	None	None
2020-03-18 12:09:14	I	1.5	1.697673	a1158.fits	None	None	None
2020-03-18 12:09:24	I	1.5	1.697359	a1159.fits	None	None	None
2020-03-18 12:09:49	B	40.0	1.695299	a1160.fits	None	None	None
2020-03-18 12:10:37	B	40.0	1.693734	a1161.fits	None	None	None
2020-03-18 12:11:25	B	40.0	1.692173	a1162.fits	None	None	None
2020-03-18 12:12:15	V	5.0	1.691688	a1163.fits	None	None	None
2020-03-18 12:12:30	V	5.0	1.691238	a1164.fits	None	None	None
2020-03-18 12:12:43	V	5.0	1.690805	a1165.fits	None	None	None
2020-03-18 12:13:00	SR	1.0	1.690414	a1166.fits	None	None	None
2020-03-18 12:13:08	SR	1.0	1.690163	a1167.fits	None	None	None
2020-03-18 12:13:15	SR	1.0	1.689928	a1168.fits	None	None	None
2020-03-18 12:13:22	SR	1.0	1.689690	a1169.fits	None	None	None
2020-03-18 12:13:30	SR	1.0	1.689463	a1170.fits	None	None	None
2020-03-18 12:13:37	SR	1.0	1.689226	a1171.fits	None	None	None
2020-03-18 12:13:45	SR	1.0	1.688977	a1172.fits	None	None	None
2020-03-18 12:13:52	SR	1.0	1.688735	a1173.fits	None	None	None
2020-03-18 12:14:00	SR	1.0	1.688503	a1174.fits	None	None	None
2020-03-18 12:14:07	SR	1.0	1.688274	a1175.fits	None	None	None
2020-03-18 12:14:17	I	1.5	1.687911	a1176.fits	None	None	None
2020-03-18 12:14:28	I	1.5	1.687555	a1177.fits	None	None	None
2020-03-18 12:14:38	I	1.5	1.687235	a1178.fits	None	None	None
2020-03-18 12:14:48	I	1.5	1.686946	a1179.fits	None	None	None
2020-03-18 12:14:57	I	1.5	1.686642	a1180.fits	None	None	None
2020-03-18 12:15:06	I	1.5	1.686333	a1181.fits	None	None	None
2020-03-18 12:15:16	I	1.5	1.686035	a1182.fits	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 03:34:57	B	20.0	1.727916	a0188.fits	Y	2.204406	None	None	None
2020-03-18 03:35:41	B	20.0	1.733175	a0189.fits	Y	2.463013	None	None	None
2020-03-18 03:36:24	B	20.0	1.738409	a0190.fits	Y	2.335174	None	None	None
2020-03-18 03:37:05	B	20.0	1.743563	a0191.fits	Y	2.374827	None	None	None
2020-03-18 03:37:47	B	20.0	1.748818	a0192.fits	Y	2.288154	None	None	None
2020-03-18 03:38:28	B	20.0	1.754006	a0193.fits	Y	2.288687	None	None	None
2020-03-18 03:39:11	V	15.0	1.758971	a0194.fits	Y	2.596448	None	None	None
2020-03-18 03:39:50	V	15.0	1.763985	a0195.fits	Y	2.509335	None	None	None
2020-03-18 03:40:27	V	15.0	1.768788	a0196.fits	Y	2.563765	None	None	None
2020-03-18 03:41:08	SR	2.0	1.772410	a0197.fits	Y	2.411853	None	None	None
2020-03-18 03:41:30	SR	2.0	1.775273	a0198.fits	Y	2.631797	None	None	None
2020-03-18 03:41:50	SR	2.0	1.777953	a0199.fits	Y	2.219120	None	None	None
2020-03-18 03:42:12	SR	2.0	1.780885	a0200.fits	Y	2.581089	None	None	None
2020-03-18 03:42:37	I	1.0	1.784025	a0201.fits	Y	2.447205	None	None	None
2020-03-18 03:42:49	I	1.0	1.785669	a0202.fits	Y	2.221477	None	None	None
2020-03-18 03:43:01	I	1.0	1.787264	a0203.fits	Y	2.554947	None	None	None
2020-03-18 03:43:13	I	1.0	1.788907	a0204.fits	Y	2.387063	None	None	None
2020-03-18 03:43:26	I	1.0	1.790538	a0205.fits	Y	2.197690	None	None	None
2020-03-18 03:43:38	I	1.0	1.792183	a0206.fits	Y	2.411809	None	None	None
2020-03-18 03:43:49	I	1.0	1.793739	a0207.fits	Y	2.386771	None	None	None
2020-03-18 03:44:01	I	1.0	1.795343	a0208.fits	Y	2.360819	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-03-18 03:02:40	B	46.3	1.521399	a0106.fits	Y	4.390963	None	None	None
2020-03-18 08:11:25	V	2.3	1.032102	a0622.fits	Y	2.167204	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 08:29:15	B	60.0	2.433377	a0623.fits	Y	2.980135	None	None	None
2020-03-18 08:30:27	B	60.0	2.417280	a0624.fits	Y	3.002206	None	None	None
2020-03-18 08:31:38	B	60.0	2.401408	a0625.fits	Y	3.339474	None	None	None
2020-03-18 08:32:50	V	30.0	2.391945	a0626.fits	Y	2.835652	None	None	None
2020-03-18 08:33:32	V	30.0	2.382698	a0627.fits	Y	3.026795	None	None	None
2020-03-18 08:34:13	V	30.0	2.373767	a0628.fits	Y	3.126750	None	None	None
2020-03-18 08:34:58	SR	20.0	2.366186	a0629.fits	Y	2.987959	None	None	None
2020-03-18 08:35:28	SR	20.0	2.359817	a0630.fits	Y	2.799771	None	None	None
2020-03-18 08:35:58	SR	20.0	2.353285	a0631.fits	Y	2.752727	None	None	None
2020-03-18 08:36:31	I	15.0	2.347229	a0632.fits	Y	2.736454	None	None	None
2020-03-18 08:36:57	I	15.0	2.341797	a0633.fits	Y	2.707087	None	None	None
2020-03-18 08:37:23	I	15.0	2.336341	a0634.fits	Y	2.647103	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 05:07:30	B	20.0	1.743596	a0368.fits	Y	3.024788	None	None	None
2020-03-18 05:08:04	V	10.0	1.745204	a0369.fits	Y	2.755017	None	None	None
2020-03-18 05:08:28	SR	2.0	1.746445	a0370.fits	Y	2.718534	None	None	None
2020-03-18 05:08:43	I	1.0	1.747365	a0371.fits	Y	3.000825	None	None	None
2020-03-18 05:09:09	B	20.0	1.750786	a0372.fits	Y	2.878744	None	None	None
2020-03-18 05:09:42	V	10.0	1.752401	a0373.fits	Y	2.901740	None	None	None
2020-03-18 05:10:06	SR	2.0	1.753632	a0374.fits	Y	2.569725	None	None	None
2020-03-18 05:10:20	I	1.0	1.754564	a0375.fits	Y	2.639915	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 05:29:24	B	20.0	1.483578	a0414.fits	Y	2.547773	None	None	None
2020-03-18 05:29:56	V	20.0	1.482591	a0415.fits	Y	2.747933	None	None	None
2020-03-18 05:30:31	SR	2.0	1.482097	a0416.fits	Y	2.242152	None	None	None
2020-03-18 05:30:45	I	3.0	1.481657	a0417.fits	Y	2.517833	None	None	None
2020-03-18 05:31:14	B	20.0	1.480276	a0418.fits	Y	2.706543	None	None	None
2020-03-18 05:31:47	V	20.0	1.479300	a0419.fits	Y	2.853666	None	None	None
2020-03-18 05:32:22	SR	2.0	1.478815	a0420.fits	Y	2.847373	None	None	None
2020-03-18 05:32:36	I	3.0	1.478380	a0421.fits	Y	2.388771	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 10:55:52	V	3.0	1.871652	a0867.fits	Y	2.550955	None	None	None
2020-03-18 10:56:05	V	3.0	1.869415	a0868.fits	Y	2.795842	None	None	None
2020-03-18 10:56:20	V	3.0	1.867151	a0869.fits	Y	2.823384	None	None	None
2020-03-18 10:56:34	V	3.0	1.864849	a0870.fits	Y	3.201368	None	None	None
2020-03-18 10:56:48	V	3.0	1.862643	a0871.fits	Y	3.265107	None	None	None
2020-03-18 10:57:02	V	3.0	1.860417	a0872.fits	Y	2.884330	None	None	None
2020-03-18 10:57:16	V	3.0	1.858312	a0873.fits	Y	2.713926	None	None	None
2020-03-18 10:57:30	V	3.0	1.856095	a0874.fits	Y	2.716703	None	None	None
2020-03-18 10:57:44	V	3.0	1.853993	a0875.fits	Y	2.980792	None	None	None
2020-03-18 10:57:58	V	3.0	1.851846	a0876.fits	Y	2.621780	None	None	None
2020-03-18 10:58:24	V	3.0	1.847768	a0877.fits	Y	2.846391	None	None	None
2020-03-18 10:58:38	V	3.0	1.845647	a0878.fits	Y	2.459460	None	None	None
2020-03-18 10:58:51	V	3.0	1.843506	a0879.fits	Y	2.589889	None	None	None
2020-03-18 10:59:05	V	3.0	1.841331	a0880.fits	Y	2.426781	None	None	None
2020-03-18 10:59:19	V	3.0	1.839215	a0881.fits	Y	2.544842	None	None	None
2020-03-18 10:59:33	V	3.0	1.837044	a0882.fits	Y	2.643087	None	None	None
2020-03-18 10:59:47	V	3.0	1.834934	a0883.fits	Y	2.674371	None	None	None
2020-03-18 11:00:01	V	3.0	1.832835	a0884.fits	Y	2.509786	None	None	None
2020-03-18 11:00:16	V	3.0	1.830636	a0885.fits	Y	2.619476	None	None	None
2020-03-18 11:00:30	V	3.0	1.828420	a0886.fits	Y	2.708704	None	None	None
2020-03-18 11:00:57	V	3.0	1.824402	a0887.fits	Y	2.802921	None	None	None
2020-03-18 11:01:11	V	3.0	1.822273	a0888.fits	Y	2.676752	None	None	None
2020-03-18 11:01:25	V	3.0	1.820144	a0889.fits	Y	2.558620	None	None	None
2020-03-18 11:01:39	V	3.0	1.818134	a0890.fits	Y	2.631229	None	None	None
2020-03-18 11:01:52	V	3.0	1.816081	a0891.fits	Y	2.530460	None	None	None
2020-03-18 11:02:06	V	3.0	1.814043	a0892.fits	Y	2.647282	None	None	None
2020-03-18 11:02:20	V	3.0	1.811968	a0893.fits	Y	2.769519	None	None	None
2020-03-18 11:02:35	V	3.0	1.809812	a0894.fits	Y	2.676633	None	None	None
2020-03-18 11:02:50	V	3.0	1.807585	a0895.fits	Y	3.044456	None	None	None
2020-03-18 11:03:04	V	3.0	1.805546	a0896.fits	Y	2.793679	None	None	None
2020-03-18 11:03:30	V	3.0	1.801702	a0897.fits	Y	2.896300	None	None	None
2020-03-18 11:03:44	V	3.0	1.799609	a0898.fits	Y	2.623119	None	None	None
2020-03-18 11:03:59	V	3.0	1.797479	a0899.fits	Y	3.048102	None	None	None
2020-03-18 11:04:20	V	3.0	1.794213	a0900.fits	Y	2.686037	None	None	None
2020-03-18 11:04:36	V	3.0	1.792233	a0901.fits	Y	2.596907	None	None	None
2020-03-18 11:04:49	V	3.0	1.790160	a0902.fits	Y	2.453421	None	None	None
2020-03-18 11:05:04	V	3.0	1.788178	a0903.fits	Y	2.567802	None	None	None
2020-03-18 11:05:17	V	3.0	1.786243	a0904.fits	Y	2.871085	None	None	None
2020-03-18 11:05:31	V	3.0	1.784250	a0905.fits	Y	2.632555	None	None	None
2020-03-18 11:05:45	V	3.0	1.782262	a0906.fits	Y	2.444979	None	None	None
2020-03-18 11:06:10	V	3.0	1.778720	a0907.fits	Y	2.701126	None	None	None
2020-03-18 11:06:24	V	3.0	1.776721	a0908.fits	Y	2.754456	None	None	None
2020-03-18 11:06:38	V	3.0	1.774801	a0909.fits	Y	2.486985	None	None	None
2020-03-18 11:06:52	V	3.0	1.772765	a0910.fits	Y	2.945033	None	None	None
2020-03-18 11:07:06	V	3.0	1.770795	a0911.fits	Y	2.823141	None	None	None
2020-03-18 11:07:20	V	3.0	1.768777	a0912.fits	Y	2.885570	None	None	None
2020-03-18 11:07:34	V	3.0	1.766894	a0913.fits	Y	2.967321	None	None	None
2020-03-18 11:07:48	V	3.0	1.765003	a0914.fits	Y	2.751603	None	None	None
2020-03-18 11:08:01	V	3.0	1.763123	a0915.fits	Y	3.138098	None	None	None
2020-03-18 11:08:15	V	3.0	1.761111	a0916.fits	Y	2.850070	None	None	None
2020-03-18 11:08:42	V	3.0	1.757426	a0917.fits	Y	3.046567	None	None	None
2020-03-18 11:08:56	V	3.0	1.755502	a0918.fits	Y	3.108165	None	None	None
2020-03-18 11:09:10	V	3.0	1.753609	a0919.fits	Y	3.494146	None	None	None
2020-03-18 11:09:24	V	3.0	1.751721	a0920.fits	Y	2.768475	None	None	None
2020-03-18 11:09:38	V	3.0	1.749763	a0921.fits	Y	3.078131	None	None	None
2020-03-18 11:09:52	V	3.0	1.747884	a0922.fits	Y	3.107695	None	None	None
2020-03-18 11:10:06	V	3.0	1.746011	a0923.fits	Y	2.748525	None	None	None
2020-03-18 11:10:20	V	3.0	1.743989	a0924.fits	Y	2.746400	None	None	None
2020-03-18 11:10:35	V	3.0	1.742098	a0925.fits	Y	2.684937	None	None	None
2020-03-18 11:10:49	V	3.0	1.740169	a0926.fits	Y	2.503476	None	None	None
2020-03-18 11:11:15	V	3.0	1.736668	a0927.fits	Y	2.642646	None	None	None
2020-03-18 11:11:29	V	3.0	1.734790	a0928.fits	Y	2.463011	None	None	None
2020-03-18 11:11:43	V	3.0	1.732880	a0929.fits	Y	2.647597	None	None	None
2020-03-18 11:11:57	V	3.0	1.730968	a0930.fits	Y	2.666954	None	None	None
2020-03-18 11:12:11	V	3.0	1.729152	a0931.fits	Y	2.531055	None	None	None
2020-03-18 11:12:25	V	3.0	1.727290	a0932.fits	Y	2.630722	None	None	None
2020-03-18 11:12:39	V	3.0	1.725407	a0933.fits	Y	2.482674	None	None	None
2020-03-18 11:12:54	V	3.0	1.723523	a0934.fits	Y	2.742955	None	None	None
2020-03-18 11:13:07	V	3.0	1.721765	a0935.fits	Y	2.912550	None	None	None
2020-03-18 11:13:21	V	3.0	1.719967	a0936.fits	Y	2.780692	None	None	None

DateTime	filter	exptime	airmass	filename	mag	err	maxadu
2020-03-18 11:53:02	B	1.50	2.436624	a1077.fits	None	None	None
2020-03-18 11:53:14	B	1.50	2.434684	a1078.fits	None	None	None
2020-03-18 11:53:23	B	1.50	2.432725	a1079.fits	None	None	None
2020-03-18 11:53:33	B	1.50	2.430798	a1080.fits	None	None	None
2020-03-18 11:53:43	B	1.50	2.428864	a1081.fits	None	None	None
2020-03-18 11:53:53	B	1.50	2.426917	a1082.fits	None	None	None
2020-03-18 11:54:03	B	1.50	2.425063	a1083.fits	None	None	None
2020-03-18 11:54:12	B	1.50	2.423155	a1084.fits	None	None	None
2020-03-18 11:54:22	B	1.50	2.421208	a1085.fits	None	None	None
2020-03-18 11:54:32	B	1.50	2.419246	a1086.fits	None	None	None
2020-03-18 11:54:44	V	0.75	2.417256	a1087.fits	None	None	None
2020-03-18 11:54:53	V	0.75	2.415442	a1088.fits	None	None	None
2020-03-18 11:55:03	V	0.75	2.413661	a1089.fits	None	None	None
2020-03-18 11:55:12	V	0.75	2.411913	a1090.fits	None	None	None
2020-03-18 11:55:21	V	0.75	2.410273	a1091.fits	None	None	None
2020-03-18 11:55:29	V	0.75	2.408837	a1092.fits	None	None	None
2020-03-18 11:55:37	V	0.75	2.407143	a1093.fits	None	None	None
2020-03-18 11:55:49	V	0.75	2.404851	a1094.fits	None	None	None
2020-03-18 11:55:57	V	0.75	2.403239	a1095.fits	None	None	None
2020-03-18 11:56:05	V	0.75	2.401636	a1096.fits	None	None	None
2020-03-18 11:56:14	V	0.75	2.400076	a1097.fits	None	None	None
2020-03-18 11:56:22	V	0.75	2.398513	a1098.fits	None	None	None
2020-03-18 11:56:30	V	0.75	2.396936	a1099.fits	None	None	None
2020-03-18 11:56:38	V	0.75	2.395402	a1100.fits	None	None	None
2020-03-18 11:56:47	V	0.75	2.393993	a1101.fits	None	None	None
2020-03-18 11:56:54	V	0.75	2.392523	a1102.fits	None	None	None
2020-03-18 11:57:02	V	0.75	2.391048	a1103.fits	None	None	None
2020-03-18 11:57:10	V	0.75	2.389381	a1104.fits	None	None	None
2020-03-18 11:57:19	V	0.75	2.387664	a1105.fits	None	None	None
2020-03-18 11:57:28	V	0.75	2.385949	a1106.fits	None	None	None
2020-03-18 11:57:40	I	0.53	2.383916	a1107.fits	None	None	None
2020-03-18 11:57:49	I	0.53	2.382138	a1108.fits	None	None	None
2020-03-18 11:57:57	I	0.53	2.380764	a1109.fits	None	None	None
2020-03-18 11:58:04	I	0.53	2.379374	a1110.fits	None	None	None
2020-03-18 11:58:12	I	0.53	2.377985	a1111.fits	None	None	None
2020-03-18 11:58:19	I	0.53	2.376638	a1112.fits	None	None	None
2020-03-18 11:58:26	I	0.53	2.375304	a1113.fits	None	None	None
2020-03-18 11:58:33	I	0.53	2.373961	a1114.fits	None	None	None
2020-03-18 11:58:41	I	0.53	2.372399	a1115.fits	None	None	None
2020-03-18 11:58:49	I	0.53	2.371012	a1116.fits	None	None	None
2020-03-18 11:58:57	I	0.53	2.369580	a1117.fits	None	None	None
2020-03-18 11:59:05	I	0.53	2.368136	a1118.fits	None	None	None
2020-03-18 11:59:12	I	0.53	2.366495	a1119.fits	None	None	None
2020-03-18 11:59:21	I	0.53	2.365066	a1120.fits	None	None	None
2020-03-18 11:59:29	I	0.53	2.363528	a1121.fits	None	None	None
2020-03-18 11:59:37	I	0.53	2.362139	a1122.fits	None	None	None
2020-03-18 11:59:45	I	0.53	2.360762	a1123.fits	None	None	None
2020-03-18 11:59:52	I	0.53	2.359380	a1124.fits	None	None	None
2020-03-18 11:59:59	I	0.53	2.358035	a1125.fits	None	None	None
2020-03-18 12:00:07	I	0.53	2.356650	a1126.fits	None	None	None
2020-03-18 12:00:14	I	0.53	2.355267	a1127.fits	None	None	None
2020-03-18 12:00:22	I	0.53	2.353876	a1128.fits	None	None	None
2020-03-18 12:00:29	I	0.53	2.352562	a1129.fits	None	None	None
2020-03-18 12:00:36	I	0.53	2.351217	a1130.fits	None	None	None
2020-03-18 12:00:44	I	0.53	2.349840	a1131.fits	None	None	None
2020-03-18 12:00:52	I	0.53	2.348468	a1132.fits	None	None	None
2020-03-18 12:00:59	I	0.53	2.347008	a1133.fits	None	None	None
2020-03-18 12:01:08	I	0.53	2.345504	a1134.fits	None	None	None
2020-03-18 12:01:16	I	0.53	2.344002	a1135.fits	None	None	None
2020-03-18 12:01:24	I	0.53	2.342507	a1136.fits	None	None	None

Table of Contents¶

Telescope bsm_nm date 200318 (yymmdd)

Warnings and Errors¶

Calibration File Age in Days¶

CCD set point vs operating temperature¶

Images by Target Object¶

000-BMK-458

AUID 000-BMK-458

AB_Aur

AUID 000-BCT-861

AL_Cep

AUID 000-BCQ-777

BY_CVn

AUID 000-BDH-688

CE_CVn

AUID 000-BDH-691

CT_CVn

AUID 000-BCV-019

DR_Cyg

AUID 000-BCM-312

EE_CEP

AUID 000-BCQ-039

EE_Cep

AUID 000-BCQ-039

FV_Dra

AUID 000-BDQ-423

GSC_03536-00687

AUID 000-BMN-843

IR_UMa

AUID 000-BCX-435

KS_Vir

AUID 000-BFP-621

M67

AUID None

NSVS_J2041274+511326

AUID 000-BLJ-497

RR_Her

AUID 000-BBW-942

RR_Lyr

AUID 000-BCG-719

RU_Crt

AUID 000-BCV-569

RV_Boo

AUID 000-BBV-580

RW_Boo

AUID 000-BBV-603

RY_UMa

AUID 000-BBS-756

R_Aur

AUID 000-BBJ-127

R_CrB

AUID 000-BBW-575

R_Crv

AUID 000-BBS-735

R_Leo

AUID 000-BBQ-798

SS_Vir

AUID 000-BBS-817

ST_UMa

AUID 000-BBS-211

SU_LYN

AUID 000-BDT-456

SY_Mon

AUID 000-BBL-570

S_Cep

AUID 000-BCP-063

S_Ori

AUID 000-BBJ-409

TV_UMa

AUID 000-BBS-388

TZ_Cyg

AUID 000-BCF-969

T_Cam

AUID 000-BBH-252

T_UMi

AUID 000-BBT-772

UZ_Crt

AUID 000-BDN-164

U_CrB

AUID 000-BBV-998

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 03:11:25	B	8.0	1.238717	a0108.fits	Y	2.107417	None	None	None
2020-03-18 03:11:45	B	8.0	1.239711	a0109.fits	Y	2.032965	None	None	None
2020-03-18 03:12:05	B	8.0	1.240681	a0110.fits	Y	2.099278	None	None	None
2020-03-18 03:12:25	B	8.0	1.241681	a0111.fits	Y	2.024096	None	None	None
2020-03-18 03:12:45	B	8.0	1.242678	a0112.fits	Y	2.273108	None	None	None
2020-03-18 03:13:07	V	4.0	1.243564	a0113.fits	Y	2.337289	None	None	None
2020-03-18 03:13:23	V	4.0	1.244381	a0114.fits	Y	2.411788	None	None	None
2020-03-18 03:13:39	V	4.0	1.245157	a0115.fits	Y	2.531862	None	None	None
2020-03-18 03:13:55	V	4.0	1.245958	a0116.fits	Y	2.436967	None	None	None
2020-03-18 03:14:11	V	4.0	1.246785	a0117.fits	Y	2.347668	None	None	None
2020-03-18 03:14:29	R	2.0	1.247586	a0118.fits	Y	2.449474	None	None	None
2020-03-18 03:14:43	R	2.0	1.248303	a0119.fits	Y	2.549366	None	None	None
2020-03-18 03:14:57	R	2.0	1.249022	a0120.fits	Y	2.253912	None	None	None
2020-03-18 03:15:12	R	2.0	1.249717	a0121.fits	Y	2.478092	None	None	None
2020-03-18 03:15:25	R	2.0	1.250413	a0122.fits	Y	2.459147	None	None	None
2020-03-18 03:15:40	I	1.0	1.251086	a0123.fits	Y	2.288562	None	None	None
2020-03-18 03:15:51	I	1.0	1.251675	a0124.fits	Y	2.314812	None	None	None
2020-03-18 03:16:03	I	1.0	1.252255	a0125.fits	Y	2.376510	None	None	None
2020-03-18 03:16:14	I	1.0	1.252834	a0126.fits	Y	2.504236	None	None	None
2020-03-18 03:16:25	I	1.0	1.253391	a0127.fits	Y	2.424929	None	None	None
2020-03-18 03:16:36	I	1.0	1.253974	a0128.fits	Y	2.392415	None	None	None
2020-03-18 03:16:47	I	1.0	1.254558	a0129.fits	Y	2.172339	None	None	None
2020-03-18 03:16:58	I	1.0	1.255140	a0130.fits	Y	2.498272	None	None	None
2020-03-18 03:17:10	I	1.0	1.255730	a0131.fits	Y	2.272074	None	None	None
2020-03-18 03:17:21	I	1.0	1.256311	a0132.fits	Y	2.429508	None	None	None
2020-03-18 03:17:33	R	2.0	1.257043	a0133.fits	Y	2.529588	None	None	None
2020-03-18 03:17:47	R	2.0	1.257761	a0134.fits	Y	2.520485	None	None	None
2020-03-18 03:18:00	R	2.0	1.258468	a0135.fits	Y	2.482126	None	None	None
2020-03-18 03:18:14	R	2.0	1.259205	a0136.fits	Y	2.473851	None	None	None
2020-03-18 03:18:28	R	2.0	1.259946	a0137.fits	Y	2.592239	None	None	None
2020-03-18 03:18:43	V	4.0	1.260876	a0138.fits	Y	2.392651	None	None	None
2020-03-18 03:19:00	V	4.0	1.261703	a0139.fits	Y	2.561655	None	None	None
2020-03-18 03:19:15	V	4.0	1.262544	a0140.fits	Y	2.516440	None	None	None
2020-03-18 03:19:31	V	4.0	1.263424	a0141.fits	Y	2.486350	None	None	None
2020-03-18 03:19:47	V	4.0	1.264319	a0142.fits	Y	2.456179	None	None	None
2020-03-18 03:20:05	B	8.0	1.265460	a0143.fits	Y	2.099449	None	None	None
2020-03-18 03:20:25	B	8.0	1.266552	a0144.fits	Y	2.248371	None	None	None
2020-03-18 03:20:45	B	8.0	1.267627	a0145.fits	Y	2.220589	None	None	None
2020-03-18 03:21:05	B	8.0	1.268761	a0146.fits	Y	2.215470	None	None	None
2020-03-18 03:21:25	B	8.0	1.269833	a0147.fits	Y	2.244791	None	None	None
2020-03-18 03:21:57	B	8.0	1.271575	a0148.fits	Y	2.150515	None	None	None
2020-03-18 03:22:17	B	8.0	1.272633	a0149.fits	Y	2.110124	None	None	None
2020-03-18 03:22:36	B	8.0	1.273742	a0150.fits	Y	2.202662	None	None	None
2020-03-18 03:22:56	B	8.0	1.274844	a0151.fits	Y	2.069310	None	None	None
2020-03-18 03:23:16	B	8.0	1.275966	a0152.fits	Y	2.122479	None	None	None
2020-03-18 03:23:38	V	4.0	1.276988	a0153.fits	Y	2.320830	None	None	None
2020-03-18 03:23:54	V	4.0	1.277869	a0154.fits	Y	2.479543	None	None	None
2020-03-18 03:24:10	V	4.0	1.278810	a0155.fits	Y	2.407210	None	None	None
2020-03-18 03:24:26	V	4.0	1.279705	a0156.fits	Y	2.292518	None	None	None
2020-03-18 03:24:42	V	4.0	1.280616	a0157.fits	Y	2.304231	None	None	None
2020-03-18 03:24:59	R	2.0	1.281474	a0158.fits	Y	2.393415	None	None	None
2020-03-18 03:25:14	R	2.0	1.282293	a0159.fits	Y	2.503306	None	None	None
2020-03-18 03:25:28	R	2.0	1.283110	a0160.fits	Y	2.393409	None	None	None
2020-03-18 03:25:42	R	2.0	1.283887	a0161.fits	Y	2.405018	None	None	None
2020-03-18 03:25:55	R	2.0	1.284684	a0162.fits	Y	2.573475	None	None	None
2020-03-18 03:26:11	I	1.0	1.285468	a0163.fits	Y	2.299309	None	None	None
2020-03-18 03:26:22	I	1.0	1.286110	a0164.fits	Y	2.296777	None	None	None
2020-03-18 03:26:33	I	1.0	1.286786	a0165.fits	Y	2.627483	None	None	None
2020-03-18 03:26:44	I	1.0	1.287427	a0166.fits	Y	2.460540	None	None	None
2020-03-18 03:26:55	I	1.0	1.288076	a0167.fits	Y	2.412726	None	None	None
2020-03-18 03:27:07	I	1.0	1.288717	a0168.fits	Y	2.323382	None	None	None
2020-03-18 03:27:18	I	1.0	1.289378	a0169.fits	Y	2.344040	None	None	None
2020-03-18 03:27:29	I	1.0	1.290027	a0170.fits	Y	2.470418	None	None	None
2020-03-18 03:27:40	I	1.0	1.290678	a0171.fits	Y	2.334288	None	None	None
2020-03-18 03:27:51	I	1.0	1.291333	a0172.fits	Y	2.370583	None	None	None
2020-03-18 03:28:03	R	2.0	1.292152	a0173.fits	Y	2.469072	None	None	None
2020-03-18 03:28:17	R	2.0	1.292977	a0174.fits	Y	2.419712	None	None	None
2020-03-18 03:28:31	R	2.0	1.293789	a0175.fits	Y	2.511425	None	None	None
2020-03-18 03:28:45	R	2.0	1.294632	a0176.fits	Y	2.531379	None	None	None
2020-03-18 03:28:59	R	2.0	1.295446	a0177.fits	Y	2.488781	None	None	None
2020-03-18 03:29:14	V	4.0	1.296468	a0178.fits	Y	2.484190	None	None	None
2020-03-18 03:29:29	V	4.0	1.297444	a0179.fits	Y	2.439794	None	None	None
2020-03-18 03:29:46	V	4.0	1.298405	a0180.fits	Y	2.299182	None	None	None
2020-03-18 03:30:01	V	4.0	1.299382	a0181.fits	Y	2.420022	None	None	None
2020-03-18 03:30:18	V	4.0	1.300366	a0182.fits	Y	2.479020	None	None	None
2020-03-18 03:30:36	B	8.0	1.301686	a0183.fits	Y	2.200330	None	None	None
2020-03-18 03:30:56	B	8.0	1.302916	a0184.fits	Y	2.091936	None	None	None
2020-03-18 03:31:15	B	8.0	1.304130	a0185.fits	Y	2.304587	None	None	None
2020-03-18 03:31:36	B	8.0	1.305390	a0186.fits	Y	2.618384	None	None	None
2020-03-18 03:31:57	B	8.0	1.306625	a0187.fits	Y	2.083458	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 10:09:50	V	3.0	2.389511	a0745.fits	Y	3.598707	None	None	None
2020-03-18 10:10:04	V	3.0	2.386406	a0746.fits	Y	2.827028	None	None	None
2020-03-18 10:10:18	V	3.0	2.383340	a0747.fits	Y	4.028086	None	None	None
2020-03-18 10:10:32	V	3.0	2.380151	a0748.fits	Y	3.583025	None	None	None
2020-03-18 10:10:46	V	3.0	2.377155	a0749.fits	Y	3.071872	None	None	None
2020-03-18 10:11:00	V	3.0	2.374169	a0750.fits	Y	3.237688	None	None	None
2020-03-18 10:11:14	V	3.0	2.371136	a0751.fits	Y	2.996333	None	None	None
2020-03-18 10:11:28	V	3.0	2.367973	a0752.fits	Y	2.761175	None	None	None
2020-03-18 10:11:43	V	3.0	2.364925	a0753.fits	Y	3.780222	None	None	None
2020-03-18 10:11:56	V	3.0	2.361927	a0754.fits	Y	3.062536	None	None	None
2020-03-18 10:12:22	V	3.0	2.356369	a0755.fits	Y	2.774070	None	None	None
2020-03-18 10:12:36	V	3.0	2.353360	a0756.fits	Y	3.494040	None	None	None
2020-03-18 10:12:50	V	3.0	2.350348	a0757.fits	Y	2.978139	None	None	None
2020-03-18 10:13:04	V	3.0	2.347377	a0758.fits	Y	2.971272	None	None	None
2020-03-18 10:13:18	V	3.0	2.344422	a0759.fits	Y	3.177706	None	None	None
2020-03-18 10:13:32	V	3.0	2.341532	a0760.fits	Y	3.427362	None	None	None
2020-03-18 10:13:46	V	3.0	2.338533	a0761.fits	Y	3.277477	None	None	None
2020-03-18 10:14:00	V	3.0	2.335357	a0762.fits	Y	3.206261	None	None	None
2020-03-18 10:14:15	V	3.0	2.332332	a0763.fits	Y	3.343498	None	None	None
2020-03-18 10:14:29	V	3.0	2.329293	a0764.fits	Y	3.143095	None	None	None
2020-03-18 10:14:56	V	3.0	2.323792	a0765.fits	Y	3.508388	None	None	None
2020-03-18 10:15:09	V	3.0	2.320930	a0766.fits	Y	3.179927	None	None	None
2020-03-18 10:15:23	V	3.0	2.318023	a0767.fits	Y	3.836321	None	None	None
2020-03-18 10:15:37	V	3.0	2.315086	a0768.fits	Y	2.998459	None	None	None
2020-03-18 10:15:52	V	3.0	2.312103	a0769.fits	Y	3.331334	None	None	None
2020-03-18 10:16:06	V	3.0	2.309242	a0770.fits	Y	3.137694	None	None	None
2020-03-18 10:16:19	V	3.0	2.306459	a0771.fits	Y	3.773426	None	None	None
2020-03-18 10:16:33	V	3.0	2.303602	a0772.fits	Y	3.288922	None	None	None
2020-03-18 10:16:47	V	3.0	2.300637	a0773.fits	Y	2.878974	None	None	None
2020-03-18 10:17:02	V	3.0	2.297765	a0774.fits	Y	3.004818	None	None	None
2020-03-18 10:17:28	V	3.0	2.292373	a0775.fits	Y	3.246721	None	None	None
2020-03-18 10:17:42	V	3.0	2.289446	a0776.fits	Y	3.584633	None	None	None
2020-03-18 10:17:56	V	3.0	2.286638	a0777.fits	Y	3.617082	None	None	None
2020-03-18 10:18:10	V	3.0	2.283724	a0778.fits	Y	3.127410	None	None	None
2020-03-18 10:18:25	V	3.0	2.280887	a0779.fits	Y	3.603494	None	None	None
2020-03-18 10:18:39	V	3.0	2.278115	a0780.fits	Y	3.693686	None	None	None
2020-03-18 10:18:52	V	3.0	2.275370	a0781.fits	Y	3.216977	None	None	None
2020-03-18 10:19:06	V	3.0	2.272571	a0782.fits	Y	3.370630	None	None	None
2020-03-18 10:19:20	V	3.0	2.269796	a0783.fits	Y	3.064684	None	None	None
2020-03-18 10:19:34	V	3.0	2.266861	a0784.fits	Y	3.052342	None	None	None
2020-03-18 10:20:01	V	3.0	2.261600	a0785.fits	Y	3.428739	None	None	None
2020-03-18 10:20:15	V	3.0	2.258935	a0786.fits	Y	3.345691	None	None	None
2020-03-18 10:20:29	V	3.0	2.256211	a0787.fits	Y	2.774009	None	None	None
2020-03-18 10:20:42	V	3.0	2.253568	a0788.fits	Y	3.310020	None	None	None
2020-03-18 10:20:56	V	3.0	2.250825	a0789.fits	Y	3.225352	None	None	None
2020-03-18 10:21:10	V	3.0	2.247965	a0790.fits	Y	3.033515	None	None	None
2020-03-18 10:21:25	V	3.0	2.245244	a0791.fits	Y	3.129559	None	None	None
2020-03-18 10:21:39	V	3.0	2.242412	a0792.fits	Y	3.189941	None	None	None
2020-03-18 10:21:53	V	3.0	2.239653	a0793.fits	Y	2.856101	None	None	None
2020-03-18 10:22:08	V	3.0	2.236801	a0794.fits	Y	2.904311	None	None	None
2020-03-18 10:22:34	V	3.0	2.231779	a0795.fits	Y	3.002408	None	None	None
2020-03-18 10:22:48	V	3.0	2.229032	a0796.fits	Y	3.140471	None	None	None
2020-03-18 10:23:02	V	3.0	2.226391	a0797.fits	Y	3.337724	None	None	None
2020-03-18 10:23:16	V	3.0	2.223668	a0798.fits	Y	3.008324	None	None	None
2020-03-18 10:23:30	V	3.0	2.221094	a0799.fits	Y	2.713017	None	None	None
2020-03-18 10:23:44	V	3.0	2.218462	a0800.fits	Y	2.880628	None	None	None
2020-03-18 10:23:57	V	3.0	2.215860	a0801.fits	Y	2.941952	None	None	None
2020-03-18 10:24:12	V	3.0	2.213152	a0802.fits	Y	2.652311	None	None	None
2020-03-18 10:24:26	V	3.0	2.210509	a0803.fits	Y	2.724356	None	None	None
2020-03-18 10:24:39	V	3.0	2.207916	a0804.fits	Y	3.137987	None	None	None
2020-03-18 10:25:05	V	3.0	2.202937	a0805.fits	Y	3.759527	None	None	None
2020-03-18 10:25:20	V	3.0	2.200400	a0806.fits	Y	3.545924	None	None	None
2020-03-18 10:25:33	V	3.0	2.197680	a0807.fits	Y	3.068304	None	None	None
2020-03-18 10:25:48	V	3.0	2.195095	a0808.fits	Y	2.849169	None	None	None
2020-03-18 10:26:02	V	3.0	2.192454	a0809.fits	Y	2.923240	None	None	None
2020-03-18 10:26:16	V	3.0	2.189765	a0810.fits	Y	3.017085	None	None	None
2020-03-18 10:26:31	V	3.0	2.187131	a0811.fits	Y	3.494751	None	None	None
2020-03-18 10:26:45	V	3.0	2.184541	a0812.fits	Y	2.992466	None	None	None
2020-03-18 10:26:59	V	3.0	2.181923	a0813.fits	Y	3.087159	None	None	None
2020-03-18 10:27:13	V	3.0	2.179384	a0814.fits	Y	2.828168	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 02:54:12	B	45.0	1.441707	a0103.fits	Y	4.351662	None	None	None
2020-03-18 05:38:59	V	2.3	1.257351	a0432.fits	Y	2.354852	None	None	None
2020-03-18 05:39:12	V	2.3	1.257281	a0433.fits	Y	2.521743	None	None	None
2020-03-18 05:39:25	V	2.3	1.257210	a0434.fits	Y	2.309271	None	None	None
2020-03-18 05:39:38	V	2.3	1.257140	a0435.fits	Y	2.419340	None	None	None
2020-03-18 05:39:50	V	2.3	1.257071	a0436.fits	Y	2.421165	None	None	None
2020-03-18 05:40:05	B	4.6	1.256982	a0437.fits	Y	2.794050	None	None	None
2020-03-18 05:40:19	B	4.6	1.256903	a0438.fits	Y	2.594113	None	None	None
2020-03-18 05:40:34	B	4.6	1.256821	a0439.fits	Y	2.401495	None	None	None
2020-03-18 05:40:49	B	4.6	1.256739	a0440.fits	Y	2.632808	None	None	None
2020-03-18 05:41:05	B	4.6	1.256660	a0441.fits	Y	2.817336	None	None	None

DateTime	filter	exptime	airmass	filename	mag	err	maxadu
2020-03-18 12:20:45	V	5.0	1.951859	a1184.fits	None	None	None
2020-03-18 12:20:59	V	5.0	1.950455	a1185.fits	None	None	None
2020-03-18 12:21:12	V	5.0	1.949134	a1186.fits	None	None	None
2020-03-18 12:21:26	V	5.0	1.947822	a1187.fits	None	None	None
2020-03-18 12:21:39	V	5.0	1.946419	a1188.fits	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 05:17:51	B	20.0	1.562505	a0388.fits	Y	3.105816	None	None	None
2020-03-18 05:18:25	V	10.0	1.563272	a0389.fits	Y	2.858678	None	None	None
2020-03-18 05:18:49	SR	2.0	1.563823	a0390.fits	Y	3.086641	None	None	None
2020-03-18 05:19:03	I	1.0	1.564233	a0391.fits	Y	2.954263	None	None	None
2020-03-18 05:19:29	B	20.0	1.565807	a0392.fits	Y	2.840244	None	None	None
2020-03-18 05:20:01	V	10.0	1.566576	a0393.fits	Y	2.839434	None	None	None
2020-03-18 05:20:26	SR	2.0	1.567160	a0394.fits	Y	2.706352	None	None	None
2020-03-18 05:20:40	I	1.0	1.567578	a0395.fits	Y	2.757804	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 04:07:18	B	63.4	1.682292	a0279.fits	Y	5.623850	None	None	None
2020-03-18 05:34:49	V	3.2	1.500944	a0422.fits	Y	2.684015	None	None	None
2020-03-18 05:35:04	V	3.2	1.500526	a0423.fits	Y	2.442161	None	None	None
2020-03-18 05:35:18	V	3.2	1.500114	a0424.fits	Y	2.728318	None	None	None
2020-03-18 05:35:32	V	3.2	1.499694	a0425.fits	Y	2.751845	None	None	None
2020-03-18 05:35:46	V	3.2	1.499280	a0426.fits	Y	2.966366	None	None	None
2020-03-18 05:36:02	B	6.4	1.498725	a0427.fits	Y	2.690806	None	None	None
2020-03-18 05:36:19	B	6.4	1.498244	a0428.fits	Y	2.927483	None	None	None
2020-03-18 05:36:35	B	6.4	1.497758	a0429.fits	Y	2.635424	None	None	None
2020-03-18 05:36:52	B	6.4	1.497276	a0430.fits	Y	2.851451	None	None	None
2020-03-18 05:37:09	B	6.4	1.496769	a0431.fits	Y	2.750717	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 06:52:39	B	20.0	1.956303	a0580.fits	Y	2.552495	None	None	None
2020-03-18 06:53:13	V	10.0	1.953150	a0581.fits	Y	2.627723	None	None	None
2020-03-18 06:53:37	SR	2.0	1.950823	a0582.fits	Y	2.382988	None	None	None
2020-03-18 06:53:51	I	1.0	1.949156	a0583.fits	Y	2.614194	None	None	None
2020-03-18 06:54:17	B	20.0	1.942628	a0584.fits	Y	2.967959	None	None	None
2020-03-18 06:54:50	V	10.0	1.939512	a0585.fits	Y	2.582500	None	None	None
2020-03-18 06:55:15	SR	2.0	1.937211	a0586.fits	Y	2.541328	None	None	None
2020-03-18 06:55:29	I	1.0	1.935561	a0587.fits	Y	2.246806	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 02:59:21	B	28.7	1.519614	a0105.fits	Y	4.747462	None	None	None
2020-03-18 05:42:35	V	3.0	1.146655	a0442.fits	Y	2.431064	None	None	None
2020-03-18 05:42:49	V	3.0	1.146431	a0443.fits	Y	2.536110	None	None	None
2020-03-18 05:43:03	V	3.0	1.146189	a0444.fits	Y	2.429608	None	None	None
2020-03-18 05:43:17	V	3.0	1.145966	a0445.fits	Y	2.648935	None	None	None
2020-03-18 05:43:30	V	3.0	1.145741	a0446.fits	Y	2.629218	None	None	None
2020-03-18 05:43:46	B	6.0	1.145439	a0447.fits	Y	2.524730	None	None	None
2020-03-18 05:44:02	B	6.0	1.145160	a0448.fits	Y	2.538316	None	None	None
2020-03-18 05:44:19	B	6.0	1.144885	a0449.fits	Y	2.787533	None	None	None
2020-03-18 05:44:36	B	6.0	1.144609	a0450.fits	Y	2.521178	None	None	None
2020-03-18 05:44:53	B	6.0	1.144341	a0451.fits	Y	2.718144	None	None	None

DateTime	filter	exptime	airmass	filename	has_wcs	fwhm	mag	err	maxadu
2020-03-18 10:30:47	B	20.00	1.824893	a0815.fits	Y	3.294333	None	None	None
2020-03-18 10:31:20	B	20.00	1.819905	a0816.fits	Y	3.778326	None	None	None
2020-03-18 10:31:51	B	20.00	1.815021	a0817.fits	Y	3.464413	None	None	None
2020-03-18 10:32:24	V	5.00	1.812194	a0818.fits	Y	3.041457	None	None	None
2020-03-18 10:32:40	V	5.00	1.809499	a0819.fits	Y	3.436124	None	None	None
2020-03-18 10:32:57	V	5.00	1.806886	a0820.fits	Y	3.163611	None	None	None
2020-03-18 10:33:14	V	5.00	1.804374	a0821.fits	Y	2.643812	None	None	None
2020-03-18 10:33:30	V	5.00	1.801763	a0822.fits	Y	2.750591	None	None	None
2020-03-18 10:33:51	SR	0.75	1.799384	a0823.fits	Y	2.536861	None	None	None
2020-03-18 10:34:02	SR	0.75	1.797700	a0824.fits	Y	2.405635	None	None	None
2020-03-18 10:34:17	SR	0.75	1.795305	a0825.fits	Y	2.764832	None	None	None
2020-03-18 10:34:29	SR	0.75	1.793532	a0826.fits	Y	2.595364	None	None	None
2020-03-18 10:34:39	SR	0.75	1.791845	a0827.fits	Y	2.588206	None	None	None
2020-03-18 10:34:55	SR	0.75	1.789556	a0828.fits	Y	2.674140	None	None	None
2020-03-18 10:35:05	SR	0.75	1.787907	a0829.fits	Y	2.875544	None	None	None
2020-03-18 10:35:16	SR	0.75	1.786271	a0830.fits	Y	2.279191	None	None	None
2020-03-18 10:35:27	SR	0.75	1.784718	a0831.fits	Y	2.532064	None	None	None
2020-03-18 10:35:38	SR	0.75	1.783076	a0832.fits	Y	2.329587	None	None	None
2020-03-18 10:35:51	I	1.00	1.781023	a0833.fits	Y	2.607080	None	None	None
2020-03-18 10:36:03	I	1.00	1.779150	a0834.fits	Y	2.672257	None	None	None
2020-03-18 10:36:16	I	1.00	1.777330	a0835.fits	Y	2.756420	None	None	None
2020-03-18 10:36:31	I	1.00	1.774972	a0836.fits	Y	2.507117	None	None	None
2020-03-18 10:36:43	I	1.00	1.773268	a0837.fits	Y	2.599909	None	None	None
2020-03-18 10:36:55	I	1.00	1.771504	a0838.fits	Y	2.545774	None	None	None
2020-03-18 10:37:07	I	1.00	1.769748	a0839.fits	Y	2.463046	None	None	None
2020-03-18 10:37:18	I	1.00	1.768021	a0840.fits	Y	2.581685	None	None	None
2020-03-18 10:37:30	I	1.00	1.766242	a0841.fits	Y	2.744093	None	None	None
2020-03-18 10:37:45	I	1.00	1.764024	a0842.fits	Y	2.597394	None	None	None
2020-03-18 10:37:58	I	1.00	1.762172	a0843.fits	Y	2.418402	None	None	None
2020-03-18 10:38:10	I	1.00	1.760388	a0844.fits	Y	2.581855	None	None	None
2020-03-18 10:38:22	I	1.00	1.758595	a0845.fits	Y	2.333153	None	None	None
2020-03-18 10:38:34	I	1.00	1.756872	a0846.fits	Y	2.569789	None	None	None
2020-03-18 10:38:46	I	1.00	1.755172	a0847.fits	Y	2.861134	None	None	None
2020-03-18 10:38:57	I	1.00	1.753387	a0848.fits	Y	2.906141	None	None	None
2020-03-18 10:39:10	I	1.00	1.751701	a0849.fits	Y	2.672169	None	None	None
2020-03-18 10:39:24	I	1.00	1.749587	a0850.fits	Y	2.677803	None	None	None
2020-03-18 10:39:36	I	1.00	1.747940	a0851.fits	Y	2.486344	None	None	None
2020-03-18 10:39:48	I	1.00	1.746177	a0852.fits	Y	2.467466	None	None	None

DateTime	filename	objid	filter	exptime	airmass	has_wcs	fwhm	mag	err	maxadu	auid	center2obj	JD	ccd_temp	set_temp	img_type	read_mode	binning	fov_radius_amin	review	image_available
2020-03-18 02:45:06	a0101.fits	V392_Per	B	60.0	1.205428	Y	4.595918	None	None	None	000-BBH-316	53.514266	8926.61465	-25.0	-25.0	Light Frame	Mode0	1x1	30.030784	not reviewed	Y
2020-03-18 02:49:29	a0102.fits	AB_Aur	B	60.0	1.191808			None	None	None	000-BCT-861		8926.61770	-25.0	-25.0	Light Frame	Mode0	1x1		not reviewed	Y
2020-03-18 02:54:12	a0103.fits	VW_UMa	B	45.0	1.441707	Y	4.351662	None	None	None	000-BBR-892	27.285553	8926.62097	-25.0	-25.0	Light Frame	Mode0	1x1	30.036676	not reviewed	Y
2020-03-18 02:56:51	a0104.fits	RY_UMa	B	44.6	1.630747	Y	4.803026	None	None	None	000-BBS-756	38.091994	8926.62281	-25.0	-25.0	Light Frame	Mode0	1x1	30.030165	not reviewed	Y
2020-03-18 02:59:21	a0105.fits	Z_UMa	B	28.7	1.519614	Y	4.747462	None	None	None	000-BBS-553	42.211900	8926.62455	-25.0	-25.0	Light Frame	Mode0	1x1	30.036596	not reviewed	Y