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	52	Y
201026	dark	bsm_nm/calibration/201026/dark_1.0sec_temp-30_bin2.fits	-30.0	None	2	1.00	52	Y
201026	dark	bsm_nm/calibration/201026/dark_3.0sec_temp-30_bin2.fits	-30.0	None	2	3.00	52	Y
201026	dark	bsm_nm/calibration/201026/dark_10.0sec_temp-30_bin2.fits	-30.0	None	2	10.00	52	Y
201026	dark	bsm_nm/calibration/201026/dark_30.0sec_temp-30_bin2.fits	-30.0	None	2	30.00	52	Y
201026	dark	bsm_nm/calibration/201026/dark_100.0sec_temp-30_bin2.fits	-30.0	None	2	100.00	52	Y
201026	dark	bsm_nm/calibration/201026/dark_300.0sec_temp-30_bin2.fits	-30.0	None	2	300.00	52	Y
201216	flat	bsm_nm/calibration/201216/flatB_bin2.fits	NaN	B	2	None	1	Y
201216	flat	bsm_nm/calibration/201216/flatI_bin2.fits	NaN	I	2	None	1	Y
201216	flat	bsm_nm/calibration/201216/flatR_bin2.fits	NaN	R	2	None	1	Y
201216	flat	bsm_nm/calibration/201216/flatSR_bin2.fits	NaN	SR	2	None	1	Y
201216	flat	bsm_nm/calibration/201216/flatV_bin2.fits	NaN	V	2	None	1	Y
201025	bias	bsm_nm/calibration/201025/bias_temp-25_bin2.fits	-25.0	None	2	None	53
200913	bias	bsm_nm/calibration/200913/bias.fits	-20.0	None	2	0.00	95
200912	bias	bsm_nm/calibration/200912/bias.fits	-15.0	None	2	0.00	96
201025	dark	bsm_nm/calibration/201025/dark_1.0sec_temp-25_bin2.fits	-25.0	None	2	1.00	53
201025	dark	bsm_nm/calibration/201025/dark_3.0sec_temp-25_bin2.fits	-25.0	None	2	3.00	53
201025	dark	bsm_nm/calibration/201025/dark_10.0sec_temp-25_bin2.fits	-25.0	None	2	10.00	53
201025	dark	bsm_nm/calibration/201025/dark_30.0sec_temp-25_bin2.fits	-25.0	None	2	30.00	53
201025	dark	bsm_nm/calibration/201025/dark_100.0sec_temp-25_bin2.fits	-25.0	None	2	100.00	53
201025	dark	bsm_nm/calibration/201025/dark_300.0sec_temp-25_bin2.fits	-25.0	None	2	300.00	53
200913	dark	bsm_nm/calibration/200913/dark1.fits	-20.0	None	2	1.00	95
200913	dark	bsm_nm/calibration/200913/dark3.fits	-20.0	None	2	3.00	95
200913	dark	bsm_nm/calibration/200913/dark10.fits	-20.0	None	2	10.00	95
200913	dark	bsm_nm/calibration/200913/dark30.fits	-20.0	None	2	30.00	95
200913	dark	bsm_nm/calibration/200913/dark100.fits	-20.0	None	2	100.00	95
200913	dark	bsm_nm/calibration/200913/dark300.fits	-20.0	None	2	300.00	95
200912	dark	bsm_nm/calibration/200912/dark1.fits	-15.0	None	2	1.00	96
200912	dark	bsm_nm/calibration/200912/dark3.fits	-15.0	None	2	3.00	96
200912	dark	bsm_nm/calibration/200912/dark10.fits	-15.0	None	2	10.00	96
200912	dark	bsm_nm/calibration/200912/dark30.fits	-15.0	None	2	30.00	96
200912	dark	bsm_nm/calibration/200912/dark100.fits	-15.0	None	2	100.00	96
200912	dark	bsm_nm/calibration/200912/dark300.fits	-15.0	None	2	300.00	96
201216	flat	bsm_nm/calibration/201216/flatSG_bin2.fits	NaN	SG	2	None	1
201216	flat	bsm_nm/calibration/201216/flatSI_bin2.fits	NaN	SI	2	None	1

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-12-17 13:16:41	B	3.45	1.65	3.6	a0582.fits	Y	3.24	3.54	0.002	12875
2020-12-17 13:16:59	V	1.73	1.65	3.6	a0583.fits	Y	4.62			nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-12-17 02:32:34.000	B	4.0	2.26	5.8	a0183.fits	Y	4.07	5.014	0.005	3040
2020-12-17 02:33:37.000	V	3.0	2.27	5.9	a0184.fits	Y	4.28	4.116	0.003	6147

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 04:30:07	B	300.0	1.46	-2.3	a0251.fits	Y	4.32			nan
2020-12-17 04:35:20	B	300.0	1.44	-2.2	a0252.fits	Y	5.49			nan
2020-12-17 04:40:33	B	300.0	1.42	-2.1	a0253.fits	Y	4.91			nan
2020-12-17 04:45:50	V	180.0	1.40	-2.1	a0254.fits	Y	4.12			nan
2020-12-17 04:49:02	V	180.0	1.39	-2.0	a0255.fits	Y	4.02			nan
2020-12-17 04:52:17	V	180.0	1.38	-2.0	a0256.fits	Y	4.02			nan
2020-12-17 04:55:38	SR	180.0	1.37	-1.9	a0257.fits	Y	4.26			nan
2020-12-17 04:58:52	SR	180.0	1.36	-1.8	a0258.fits	Y	4.22			nan
2020-12-17 05:02:06	SR	180.0	1.35	-1.8	a0259.fits	Y	5.19			nan
2020-12-17 05:05:24	I	180.0	1.34	-1.7	a0260.fits	Y	4.08	9.701	0.198	339
2020-12-17 05:08:36	I	180.0	1.33	-1.7	a0261.fits	Y	4.25	9.241	0.142	352
2020-12-17 05:11:49	I	180.0	1.32	-1.6	a0262.fits	Y	4.18			nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 03:40:43	B	300.0	1.77	-3.2	a0239.fits	Y	4.75			nan
2020-12-17 03:45:55	B	300.0	1.73	-3.1	a0240.fits	Y	5.05			nan
2020-12-17 03:51:06	B	300.0	1.69	-3.0	a0241.fits	Y	6.11			nan
2020-12-17 03:56:20	V	180.0	1.67	-2.9	a0242.fits	Y	5.75	8.802	0.246	436
2020-12-17 03:59:32	V	180.0	1.65	-2.9	a0243.fits	Y	5.54	9.091	0.375	1425
2020-12-17 04:02:43	V	180.0	1.63	-2.8	a0244.fits	Y	4.25			nan
2020-12-17 04:05:59	SR	180.0	1.61	-2.8	a0245.fits	Y	4.15	9.989	0.533	585
2020-12-17 04:09:10	SR	180.0	1.59	-2.7	a0246.fits	Y	4.04			nan
2020-12-17 04:12:21	SR	180.0	1.57	-2.7	a0247.fits	Y	4.07	9.374	0.320	487
2020-12-17 04:15:35	I	180.0	1.55	-2.6	a0248.fits	Y	4.32			nan
2020-12-17 04:18:46	I	180.0	1.53	-2.6	a0249.fits	Y	4.86			nan
2020-12-17 04:21:58	I	180.0	1.52	-2.5	a0250.fits	Y	4.34			nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 05:16:36	B	300.0	1.32	-1.7	a0263.fits	Y	6.08			nan
2020-12-17 05:21:48	B	300.0	1.31	-1.6	a0264.fits	Y	5.63			nan
2020-12-17 05:26:59	B	300.0	1.30	-1.5	a0265.fits	Y	6.01			nan
2020-12-17 05:32:14	V	180.0	1.29	-1.4	a0266.fits	Y	4.42			nan
2020-12-17 05:35:26	V	180.0	1.29	-1.3	a0267.fits	Y	4.13			nan
2020-12-17 05:38:37	V	180.0	1.28	-1.3	a0268.fits	Y	4.19			nan
2020-12-17 05:41:55	SR	180.0	1.27	-1.2	a0269.fits	Y	3.80			nan
2020-12-17 05:45:05	SR	180.0	1.27	-1.2	a0270.fits	Y	5.30			nan
2020-12-17 05:48:16	SR	180.0	1.26	-1.1	a0271.fits	Y	7.12			nan
2020-12-17 05:51:30	I	180.0	1.26	-1.1	a0272.fits	Y	3.82			nan
2020-12-17 05:54:41	I	180.0	1.25	-1.0	a0273.fits	Y	4.09	5.988	0.009	1762
2020-12-17 05:57:53	I	180.0	1.25	-1.0	a0274.fits	Y	5.07	5.968	0.009	1770

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 06:01:54	B	300.0	1.23	-0.9	a0275.fits	Y	3.45			nan
2020-12-17 06:07:30	B	300.0	1.22	-0.8	a0276.fits	Y	3.42			nan
2020-12-17 06:12:41	B	300.0	1.22	-0.7	a0277.fits	Y	3.54	8.351	0.050	369
2020-12-17 06:17:57	V	180.0	1.21	-0.7	a0278.fits	Y	3.82	7.597	0.029	568
2020-12-17 06:21:08	V	180.0	1.21	-0.6	a0279.fits	Y	3.68	7.547	0.028	641
2020-12-17 06:24:20	V	180.0	1.21	-0.5	a0280.fits	Y	3.56	7.662	0.030	599
2020-12-17 06:27:37	SR	180.0	1.21	-0.5	a0281.fits	Y	3.78	6.963	0.021	935
2020-12-17 06:30:47	SR	180.0	1.20	-0.4	a0282.fits	Y	3.72	6.994	0.021	962
2020-12-17 06:33:58	SR	180.0	1.20	-0.4	a0283.fits	Y	3.70	6.982	0.021	1105
2020-12-17 06:43:18	I	180.0	1.20	-0.2	a0284.fits	Y	4.24			nan
2020-12-17 06:46:30	I	180.0	1.20	-0.2	a0285.fits	Y	4.27			nan
2020-12-17 06:49:42	I	180.0	1.20	-0.1	a0286.fits	Y	4.21	7.148	0.020	702

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 09:04:32	I	21.0	1.11	-1.1	a0375.fits	Y	2.54			nan
2020-12-17 09:05:05	I	21.0	1.11	-1.0	a0376.fits	Y	2.58			nan
2020-12-17 09:05:37	I	21.0	1.11	-1.0	a0377.fits	Y	2.47			nan
2020-12-17 09:06:10	I	21.0	1.11	-1.0	a0378.fits	Y	2.48			nan
2020-12-17 09:06:42	I	21.0	1.11	-1.0	a0379.fits	Y	2.56			nan
2020-12-17 09:07:18	R	28.0	1.11	-1.0	a0380.fits	Y	2.67			nan
2020-12-17 09:07:57	R	28.0	1.11	-1.0	a0381.fits	Y	2.62			nan
2020-12-17 09:08:36	R	28.0	1.11	-1.0	a0382.fits	Y	2.70			nan
2020-12-17 09:09:15	R	28.0	1.10	-1.0	a0383.fits	Y	2.50			nan
2020-12-17 09:09:55	R	28.0	1.10	-1.0	a0384.fits	Y	2.77			nan
2020-12-17 09:10:38	V	35.0	1.10	-0.9	a0385.fits	Y	2.72			nan
2020-12-17 09:11:24	V	35.0	1.10	-0.9	a0386.fits	Y	2.48	7.464	0.025	12255
2020-12-17 09:12:10	V	35.0	1.10	-0.9	a0387.fits	Y	2.52			nan
2020-12-17 09:12:56	V	35.0	1.10	-0.9	a0388.fits	Y	2.40			nan
2020-12-17 09:13:42	V	35.0	1.10	-0.9	a0389.fits	Y	2.49			nan
2020-12-17 09:14:32	B	70.0	1.10	-0.9	a0390.fits	Y	2.71			nan
2020-12-17 09:15:53	B	70.0	1.10	-0.9	a0391.fits	Y	2.52	11.015	0.852	886
2020-12-17 09:17:15	B	70.0	1.10	-0.8	a0392.fits	Y	2.70	10.233	0.239	690
2020-12-17 09:18:36	B	70.0	1.09	-0.8	a0393.fits	Y	2.57			nan
2020-12-17 09:19:57	B	70.0	1.09	-0.8	a0394.fits	Y	2.66			nan
2020-12-17 09:21:19	B	70.0	1.09	-0.8	a0395.fits	Y	2.75			nan
2020-12-17 09:22:40	B	70.0	1.09	-0.7	a0396.fits	Y	2.84			nan
2020-12-17 09:24:01	B	70.0	1.09	-0.7	a0397.fits	Y	2.75			nan
2020-12-17 09:25:22	B	70.0	1.09	-0.7	a0398.fits	Y	2.80			nan
2020-12-17 09:26:44	B	70.0	1.09	-0.7	a0399.fits	Y	2.77	8.239	0.042	7747
2020-12-17 09:28:08	V	35.0	1.09	-0.7	a0400.fits	Y	2.54	11.122	0.519	6487
2020-12-17 09:28:55	V	35.0	1.09	-0.6	a0401.fits	Y	2.50			nan
2020-12-17 09:29:41	V	35.0	1.09	-0.6	a0402.fits	Y	2.55			nan
2020-12-17 09:30:27	V	35.0	1.09	-0.6	a0403.fits	Y	2.64	7.691	0.029	11703
2020-12-17 09:31:13	V	35.0	1.08	-0.6	a0404.fits	Y	2.61			nan
2020-12-17 09:32:04	R	28.0	1.08	-0.6	a0405.fits	Y	2.45			nan
2020-12-17 09:32:43	R	28.0	1.08	-0.6	a0406.fits	Y	2.57	7.204	0.019	13664
2020-12-17 09:33:22	R	28.0	1.08	-0.6	a0407.fits	Y	2.46			nan
2020-12-17 09:34:01	R	28.0	1.08	-0.6	a0408.fits	Y	2.44			nan
2020-12-17 09:34:40	R	28.0	1.08	-0.5	a0409.fits	Y	2.45			nan
2020-12-17 09:35:23	I	21.0	1.08	-0.5	a0410.fits	Y	2.44			nan
2020-12-17 09:35:56	I	21.0	1.08	-0.5	a0411.fits	Y	2.47			nan
2020-12-17 09:36:28	I	21.0	1.08	-0.5	a0412.fits	Y	2.55			nan
2020-12-17 09:37:00	I	21.0	1.08	-0.5	a0413.fits	Y	2.43			nan
2020-12-17 09:37:32	I	21.0	1.08	-0.5	a0414.fits	Y	2.36			nan
2020-12-17 09:38:16	I	21.0	1.08	-0.5	a0415.fits	Y	2.45			nan
2020-12-17 09:38:48	I	21.0	1.08	-0.5	a0416.fits	Y	2.65	9.062	0.068	3283
2020-12-17 09:39:20	I	21.0	1.08	-0.5	a0417.fits	Y	2.79			nan
2020-12-17 09:39:53	I	21.0	1.08	-0.5	a0418.fits	Y	2.72			nan
2020-12-17 09:40:25	I	21.0	1.08	-0.5	a0419.fits	Y	2.65			nan
2020-12-17 09:41:01	R	28.0	1.08	-0.4	a0420.fits	Y	2.91	8.835	0.074	9288
2020-12-17 09:41:40	R	28.0	1.08	-0.4	a0421.fits	Y	2.68			nan
2020-12-17 09:42:18	R	28.0	1.08	-0.4	a0422.fits	Y	2.64			nan
2020-12-17 09:42:58	R	28.0	1.08	-0.4	a0423.fits	Y	2.59			nan
2020-12-17 09:43:37	R	28.0	1.08	-0.4	a0424.fits	Y	2.40			nan
2020-12-17 09:44:19	V	35.0	1.08	-0.4	a0425.fits	Y	2.42	9.067	0.093	12771
2020-12-17 09:45:05	V	35.0	1.08	-0.4	a0426.fits	Y	2.71			nan
2020-12-17 09:45:51	V	35.0	1.08	-0.4	a0427.fits	Y	2.75			nan
2020-12-17 09:46:37	V	35.0	1.08	-0.3	a0428.fits	Y	2.72			nan
2020-12-17 09:47:23	V	35.0	1.08	-0.3	a0429.fits	Y	2.92			nan
2020-12-17 09:53:49	B	70.0	1.07	-0.2	a0430.fits	Y	3.00	7.598	0.050	8013
2020-12-17 09:55:10	B	70.0	1.07	-0.2	a0431.fits	Y	2.83	7.636	0.055	7785
2020-12-17 09:56:31	B	70.0	1.07	-0.2	a0432.fits	Y	3.05	13.601	5.600	284
2020-12-17 09:57:52	B	70.0	1.07	-0.2	a0433.fits	Y	3.10	9.673	0.176	1508
2020-12-17 09:59:14	B	70.0	1.07	-0.1	a0434.fits	Y	3.31			nan
2020-12-17 10:00:35	B	70.0	1.07	-0.1	a0435.fits	Y	3.28	7.473	0.042	6805
2020-12-17 10:01:57	B	70.0	1.07	-0.1	a0436.fits	Y	2.73	7.584	0.043	8901
2020-12-17 10:03:18	B	70.0	1.07	-0.1	a0437.fits	Y	2.88			nan
2020-12-17 10:04:39	B	70.0	1.07	-0.0	a0438.fits	Y	2.93	7.344	0.036	7740
2020-12-17 10:06:01	B	70.0	1.07	-0.0	a0439.fits	Y	2.82			nan
2020-12-17 10:07:25	V	35.0	1.07	-0.0	a0440.fits	Y	2.50	8.819	0.067	5338
2020-12-17 10:08:12	V	35.0	1.07	0.0	a0441.fits	Y	2.33	7.290	0.030	16755
2020-12-17 10:08:58	V	35.0	1.07	0.0	a0442.fits	Y	2.47	11.800	1.189	623
2020-12-17 10:09:43	V	35.0	1.07	0.0	a0443.fits	Y	2.54			nan
2020-12-17 10:10:29	V	35.0	1.07	0.1	a0444.fits	Y	2.50	8.846	0.078	6469
2020-12-17 10:11:19	R	28.0	1.07	0.1	a0445.fits	Y	2.46			nan
2020-12-17 10:11:58	R	28.0	1.07	0.1	a0446.fits	Y	2.36			nan
2020-12-17 10:12:38	R	28.0	1.07	0.1	a0447.fits	Y	2.34			nan
2020-12-17 10:13:17	R	28.0	1.07	0.1	a0448.fits	Y	2.42	10.016	0.193	1838
2020-12-17 10:13:57	R	28.0	1.07	0.1	a0449.fits	Y	2.50	12.608	1.846	616
2020-12-17 10:14:40	I	21.0	1.07	0.1	a0450.fits	Y	2.45	10.349	0.210	3828
2020-12-17 10:15:12	I	21.0	1.07	0.1	a0451.fits	Y	2.42			nan
2020-12-17 10:15:44	I	21.0	1.07	0.1	a0452.fits	Y	2.33			nan
2020-12-17 10:16:16	I	21.0	1.07	0.1	a0453.fits	Y	2.68			nan
2020-12-17 10:16:47	I	21.0	1.07	0.2	a0454.fits	Y	2.43			nan
2020-12-17 11:35:38	I	30.0	1.15	1.5	a0511.fits	Y	2.90			nan
2020-12-17 11:36:19	I	30.0	1.15	1.5	a0512.fits	Y	2.77			nan
2020-12-17 11:37:04	SR	40.0	1.15	1.5	a0513.fits	Y	2.98	7.217	0.046	15843
2020-12-17 11:37:55	SR	40.0	1.15	1.5	a0514.fits	Y	2.88	7.999	0.064	16527
2020-12-17 11:38:51	V	60.0	1.15	1.5	a0515.fits	Y	2.98	8.126	0.051	9704
2020-12-17 11:40:02	V	60.0	1.16	1.5	a0516.fits	Y	3.16	8.358	0.062	8079
2020-12-17 11:41:16	B	100.0	1.16	1.6	a0517.fits	Y	3.26			nan
2020-12-17 11:43:07	B	100.0	1.16	1.6	a0518.fits	Y	3.17	7.227	0.044	9331
2020-12-17 11:44:58	B	100.0	1.17	1.6	a0519.fits	Y	2.80	6.854	0.029	11932
2020-12-17 11:46:50	B	100.0	1.17	1.7	a0520.fits	Y	2.75	6.866	0.029	11789
2020-12-17 11:48:45	V	60.0	1.17	1.7	a0521.fits	Y	2.59			nan
2020-12-17 11:49:56	V	60.0	1.18	1.7	a0522.fits	Y	2.78	7.917	0.042	13903
2020-12-17 11:51:13	SR	40.0	1.18	1.7	a0523.fits	Y	2.67	7.948	0.041	13692
2020-12-17 11:52:04	SR	40.0	1.18	1.7	a0524.fits	Y	2.63			nan
2020-12-17 11:52:58	I	30.0	1.18	1.8	a0525.fits	Y	2.66			nan
2020-12-17 11:53:39	I	30.0	1.18	1.8	a0526.fits	Y	2.54			nan
2020-12-17 11:54:32	I	30.0	1.18	1.8	a0527.fits	Y	2.65			nan
2020-12-17 11:55:13	I	30.0	1.19	1.8	a0528.fits	Y	2.75			nan
2020-12-17 11:55:58	SR	40.0	1.19	1.8	a0529.fits	Y	2.84	7.594	0.043	16553
2020-12-17 11:56:48	SR	40.0	1.19	1.8	a0530.fits	Y	2.71			nan
2020-12-17 11:57:44	V	60.0	1.19	1.8	a0531.fits	Y	2.88	6.696	0.022	19407
2020-12-17 11:58:55	V	60.0	1.20	1.9	a0532.fits	Y	2.82	8.003	0.044	14623
2020-12-17 12:00:10	B	100.0	1.20	1.9	a0533.fits	Y	3.21			nan
2020-12-17 12:02:01	B	100.0	1.20	1.9	a0534.fits	Y	3.40			nan
2020-12-17 12:03:52	B	100.0	1.21	1.9	a0535.fits	Y	3.27	7.669	0.063	9151
2020-12-17 12:05:43	B	100.0	1.21	2.0	a0536.fits	Y	3.09	7.716	0.034	10822
2020-12-17 12:07:37	V	60.0	1.22	2.0	a0537.fits	Y	2.83			nan
2020-12-17 12:08:48	V	60.0	1.22	2.0	a0538.fits	Y	3.05			nan
2020-12-17 12:10:05	SR	40.0	1.22	2.0	a0539.fits	Y	3.15			nan
2020-12-17 12:10:56	SR	40.0	1.23	2.1	a0540.fits	Y	3.15			nan
2020-12-17 12:11:50	I	30.0	1.23	2.1	a0541.fits	Y	2.81			nan
2020-12-17 12:12:32	I	30.0	1.23	2.1	a0542.fits	Y	2.74			nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 03:00:19	I	30.0	1.19	1.7	a0207.fits	Y	4.18	8.141	0.043	471
2020-12-17 03:01:01	I	30.0	1.19	1.8	a0208.fits	Y	4.23	7.050	0.019	448
2020-12-17 03:01:46	SR	40.0	1.19	1.8	a0209.fits	Y	4.10	5.250	0.009	2217
2020-12-17 03:02:37	SR	40.0	1.19	1.8	a0210.fits	Y	3.99	5.219	0.009	2370
2020-12-17 03:03:33	V	60.0	1.20	1.8	a0211.fits	Y	4.03	4.888	0.008	2916
2020-12-17 03:04:44	V	60.0	1.20	1.8	a0212.fits	Y	4.05	4.895	0.008	2989
2020-12-17 03:05:59	B	100.0	1.20	1.8	a0213.fits	Y	3.54	8.796	0.147	3763
2020-12-17 03:07:50	B	100.0	1.20	1.9	a0214.fits	Y	3.73	7.342	0.053	3925
2020-12-17 03:09:41	B	100.0	1.20	1.9	a0215.fits	Y	3.63	4.651	0.007	3657
2020-12-17 03:11:33	B	100.0	1.21	1.9	a0216.fits	Y	3.27	4.633	0.007	4313
2020-12-17 03:13:28	V	60.0	1.21	2.0	a0217.fits	Y	3.75	4.853	0.008	3168
2020-12-17 03:14:39	V	60.0	1.21	2.0	a0218.fits	Y	3.87	4.879	0.009	3302
2020-12-17 03:15:57	SR	40.0	1.21	2.0	a0219.fits	Y	3.82	5.212	0.008	2447
2020-12-17 03:16:47	SR	40.0	1.21	2.0	a0220.fits	Y	3.82	5.441	0.011	2455
2020-12-17 03:17:42	I	30.0	1.21	2.0	a0221.fits	Y	3.95	7.055	0.018	470
2020-12-17 03:18:23	I	30.0	1.21	2.0	a0222.fits	Y	3.89	7.014	0.017	538
2020-12-17 03:19:16	I	30.0	1.21	2.1	a0223.fits	Y	4.00	7.012	0.017	485
2020-12-17 03:19:57	I	30.0	1.22	2.1	a0224.fits	Y	4.19	7.045	0.018	448
2020-12-17 03:20:42	SR	40.0	1.22	2.1	a0225.fits	Y	4.25	5.226	0.009	2200
2020-12-17 03:21:33	SR	40.0	1.22	2.1	a0226.fits	Y	4.44	5.275	0.010	1978
2020-12-17 03:22:29	V	60.0	1.22	2.1	a0227.fits	Y	4.14	4.933	0.009	2850
2020-12-17 03:23:41	V	60.0	1.22	2.1	a0228.fits	Y	5.03	5.079	0.011	2039
2020-12-17 03:24:55	B	100.0	1.22	2.2	a0229.fits	Y	4.95	6.083	0.021	2509
2020-12-17 03:26:47	B	100.0	1.23	2.2	a0230.fits	Y	5.21	4.886	0.008	2289
2020-12-17 03:28:38	B	100.0	1.23	2.2	a0231.fits	Y	4.42	4.786	0.007	2819
2020-12-17 03:30:30	B	100.0	1.23	2.2	a0232.fits	Y	4.43	4.740	0.007	3057
2020-12-17 03:32:24	V	60.0	1.23	2.3	a0233.fits	Y	4.42	7.537	0.063	2498
2020-12-17 03:33:36	V	60.0	1.24	2.3	a0234.fits	Y	4.34	4.938	0.009	2714
2020-12-17 03:34:53	SR	40.0	1.24	2.3	a0235.fits	Y	4.58	5.307	0.011	1850
2020-12-17 03:35:43	SR	40.0	1.24	2.3	a0236.fits	Y	4.37	5.270	0.010	1921
2020-12-17 03:36:38	I	30.0	1.24	2.3	a0237.fits	Y	4.56	7.083	0.020	416
2020-12-17 03:37:19	I	30.0	1.24	2.4	a0238.fits	Y	4.47	7.085	0.021	428

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 02:44:56	B	20.0	1.70	1.7	a0192.fits	Y	3.78	6.966	0.012	551
2020-12-17 02:45:28	B	20.0	1.70	1.7	a0193.fits	Y	3.75	6.956	0.012	586
2020-12-17 02:46:02	V	10.0	1.71	1.7	a0194.fits	Y	4.40	7.007	0.013	505
2020-12-17 02:46:23	V	10.0	1.71	1.8	a0195.fits	Y	4.07	6.997	0.012	571
2020-12-17 02:47:14.000	R	2.0	1.71	1.8	a0196.fits	Y	4.22	6.886	0.011	551
2020-12-17 02:48:21.500	R	2.0	1.71	1.8	a0197.fits	Y	4.38	6.907	0.011	521
2020-12-17 02:49:59.500	I	1.0	1.72	1.8	a0198.fits	Y	3.37	6.571	0.009	717

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 10:30:13	I	30.0	1.19	0.3	a0463.fits	Y	2.55	nan
2020-12-17 10:30:59	SR	40.0	1.19	0.4	a0464.fits	Y	2.87	nan
2020-12-17 10:31:55	V	60.0	1.19	0.4	a0465.fits	Y	2.93	nan
2020-12-17 10:33:09	B	100.0	1.19	0.4	a0466.fits	Y	3.29	nan
2020-12-17 10:35:01	B	100.0	1.19	0.4	a0467.fits	Y	3.34	nan
2020-12-17 10:36:56	V	60.0	1.19	0.5	a0468.fits	Y	3.24	nan
2020-12-17 10:38:13	SR	40.0	1.19	0.5	a0469.fits	Y	2.75	nan
2020-12-17 10:39:08	I	30.0	1.19	0.5	a0470.fits	Y	2.53	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 11:24:15	I	30.0	1.19	0.2	a0503.fits	Y	2.74	nan
2020-12-17 11:25:01	SR	40.0	1.19	0.2	a0504.fits	Y	2.96	nan
2020-12-17 11:25:58	V	60.0	1.19	0.2	a0505.fits	Y	2.92	nan
2020-12-17 11:27:14	B	100.0	1.19	0.2	a0506.fits	Y	3.27	nan
2020-12-17 11:29:06	B	100.0	1.19	0.3	a0507.fits	Y	2.97	nan
2020-12-17 11:31:02	V	60.0	1.19	0.3	a0508.fits	Y	2.87	nan
2020-12-17 11:32:19	SR	40.0	1.19	0.3	a0509.fits	Y	2.73	nan
2020-12-17 11:33:14	I	30.0	1.19	0.3	a0510.fits	Y	2.70	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 12:18:04	I	30.0	1.19	0.1	a0543.fits	Y	2.69	nan
2020-12-17 12:18:50	SR	40.0	1.19	0.1	a0544.fits	Y	2.85	nan
2020-12-17 12:19:47	V	60.0	1.19	0.1	a0545.fits	Y	3.10	nan
2020-12-17 12:21:01	B	100.0	1.19	0.2	a0546.fits	Y	3.54	nan
2020-12-17 12:22:53	B	100.0	1.19	0.2	a0547.fits	Y	3.42	nan
2020-12-17 12:24:47	V	60.0	1.19	0.2	a0548.fits	Y	2.80	nan
2020-12-17 12:26:04	SR	40.0	1.19	0.2	a0549.fits	Y	3.02	nan
2020-12-17 12:26:59	I	30.0	1.19	0.3	a0550.fits	Y	2.69	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 12:30:55	I	30.0	1.20	-0.7	a0551.fits	Y	2.62	nan
2020-12-17 12:31:40	SR	40.0	1.20	-0.7	a0552.fits	Y	2.88	nan
2020-12-17 12:32:36	V	60.0	1.20	-0.7	a0553.fits	Y	2.85	nan
2020-12-17 12:33:51	B	100.0	1.20	-0.6	a0554.fits	Y	3.01	nan
2020-12-17 12:35:42	B	100.0	1.20	-0.6	a0555.fits	Y	3.04	nan
2020-12-17 12:37:36	V	60.0	1.20	-0.6	a0556.fits	Y	2.88	nan
2020-12-17 12:38:52	SR	40.0	1.20	-0.6	a0557.fits	Y	2.61	nan
2020-12-17 12:39:47	I	30.0	1.20	-0.5	a0558.fits	Y	2.52	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 12:41:55	I	30.0	1.26	-1.3	a0559.fits	Y	2.67	nan
2020-12-17 12:42:41	SR	40.0	1.25	-1.3	a0560.fits	Y	2.78	nan
2020-12-17 12:43:36	V	60.0	1.25	-1.3	a0561.fits	Y	2.74	nan
2020-12-17 12:44:51	B	100.0	1.25	-1.2	a0562.fits	Y	3.17	nan
2020-12-17 12:46:42	B	100.0	1.24	-1.2	a0563.fits	Y	2.68	nan
2020-12-17 12:48:37	V	60.0	1.24	-1.2	a0564.fits	Y	2.64	nan
2020-12-17 12:49:54	SR	40.0	1.24	-1.1	a0565.fits	Y	2.62	nan
2020-12-17 12:50:49	I	30.0	1.24	-1.1	a0566.fits	Y	2.36	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 00:47:29	V	15.0	1.09	1.8	a0101.fits	Y	3.30	5.994	0.010	2482
2020-12-17 00:47:55	V	15.0	1.09	1.8	a0102.fits	Y	3.32	5.990	0.009	2401
2020-12-17 00:48:21	V	45.0	1.09	1.8	a0103.fits	Y	3.31	4.819	0.005	6699
2020-12-17 00:49:18	V	45.0	1.09	1.8	a0104.fits	Y	3.43	4.737	0.005	6196
2020-12-17 00:50:18	R	15.0	1.09	1.8	a0105.fits	Y	3.53	5.714	0.008	2756
2020-12-17 00:50:44	R	15.0	1.09	1.8	a0106.fits	Y	3.66	5.726	0.007	2297
2020-12-17 00:51:11	R	45.0	1.10	1.8	a0107.fits	Y	3.71	4.487	0.004	8240
2020-12-17 00:52:07	R	45.0	1.10	1.9	a0108.fits	Y	3.74	4.495	0.004	7301
2020-12-17 01:17:26	V	15.0	1.14	2.3	a0125.fits	Y	3.84	6.054	0.008	1502
2020-12-17 01:17:53	V	15.0	1.14	2.3	a0126.fits	Y	3.84	6.043	0.008	1483
2020-12-17 01:18:20	V	45.0	1.14	2.3	a0127.fits	Y	3.78	4.820	0.004	4836
2020-12-17 01:19:16	V	45.0	1.14	2.3	a0128.fits	Y	3.75	4.790	0.004	5309
2020-12-17 01:20:15	R	15.0	1.15	2.3	a0129.fits	Y	3.86	5.733	0.007	2148
2020-12-17 01:20:42	R	15.0	1.15	2.3	a0130.fits	Y	3.89	5.755	0.007	2033
2020-12-17 01:21:08	R	45.0	1.15	2.3	a0131.fits	Y	3.90	4.548	0.004	5631
2020-12-17 01:22:05	R	45.0	1.15	2.4	a0132.fits	Y	3.87	6.824	0.013	5778
2020-12-17 01:53:15	V	15.0	1.22	2.9	a0151.fits	Y	3.98			nan
2020-12-17 01:53:41	V	15.0	1.22	2.9	a0152.fits	Y	4.18			nan
2020-12-17 01:54:07	V	45.0	1.23	2.9	a0153.fits	Y	4.09			nan
2020-12-17 01:55:03	V	45.0	1.23	2.9	a0154.fits	Y	4.18	4.760	0.004	4694
2020-12-17 01:56:03	R	15.0	1.23	2.9	a0155.fits	Y	4.17	5.766	0.007	1995
2020-12-17 01:56:29	R	15.0	1.23	2.9	a0156.fits	Y	4.19	5.813	0.007	1727
2020-12-17 01:56:55	R	45.0	1.23	2.9	a0157.fits	Y	4.25	4.600	0.004	5138
2020-12-17 01:57:51	R	45.0	1.24	3.0	a0158.fits	Y	4.32	4.603	0.004	4678
2020-12-17 02:24:49	V	15.0	1.32	3.4	a0175.fits	Y	4.03	5.796	0.007	1700
2020-12-17 02:25:16	V	15.0	1.32	3.4	a0176.fits	Y	4.18	5.764	0.007	1704
2020-12-17 02:25:42	V	45.0	1.33	3.4	a0177.fits	Y	4.12	4.543	0.004	5165
2020-12-17 02:26:39	V	45.0	1.33	3.4	a0178.fits	Y	4.15	4.555	0.004	5294
2020-12-17 02:27:39	R	15.0	1.33	3.5	a0179.fits	Y	4.17	5.575	0.006	2011
2020-12-17 02:28:05	R	15.0	1.33	3.5	a0180.fits	Y	4.17	5.542	0.006	2001
2020-12-17 02:28:31	R	45.0	1.34	3.5	a0181.fits	Y	4.20	4.359	0.003	6734
2020-12-17 02:29:28	R	45.0	1.34	3.5	a0182.fits	Y	4.25	4.378	0.003	5976
2020-12-17 02:52:50	V	15.0	1.44	3.9	a0199.fits	Y	4.27	6.033	0.008	1292
2020-12-17 02:53:17	V	15.0	1.44	3.9	a0200.fits	Y	4.09	6.003	0.008	1456
2020-12-17 02:53:43	V	45.0	1.44	3.9	a0201.fits	Y	4.27	4.813	0.004	3762
2020-12-17 02:54:40	V	45.0	1.45	3.9	a0202.fits	Y	4.23	4.828	0.004	3856
2020-12-17 02:55:39	R	15.0	1.45	3.9	a0203.fits	Y	4.46	5.815	0.007	1483
2020-12-17 02:56:05	R	15.0	1.45	3.9	a0204.fits	Y	4.09	5.782	0.007	1721
2020-12-17 02:56:32	R	45.0	1.46	3.9	a0205.fits	Y	4.42	4.629	0.004	4576
2020-12-17 02:57:28	R	45.0	1.46	4.0	a0206.fits	Y	4.22	4.647	0.004	4971

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 12:53:08	I	30.0	1.37	-2.0	a0567.fits	Y	2.60	nan
2020-12-17 12:53:53	SR	40.0	1.37	-2.0	a0568.fits	Y	2.90	nan
2020-12-17 12:54:49	V	60.0	1.37	-2.0	a0569.fits	Y	2.69	nan
2020-12-17 12:56:04	B	100.0	1.36	-2.0	a0570.fits	Y	2.88	nan
2020-12-17 12:57:56	B	100.0	1.35	-1.9	a0571.fits	Y	3.02	nan
2020-12-17 12:59:50	V	60.0	1.35	-1.9	a0572.fits	Y	2.83	nan
2020-12-17 13:01:06	SR	40.0	1.35	-1.9	a0573.fits	Y	2.70	nan
2020-12-17 13:02:01	I	30.0	1.34	-1.9	a0574.fits	Y	2.57	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 00:54:56	I	30.0	1.35	1.9	a0109.fits	Y	4.05	nan
2020-12-17 00:55:42	SR	40.0	1.35	1.9	a0110.fits	Y	4.20	nan
2020-12-17 00:56:39	V	60.0	1.36	1.9	a0111.fits	Y	4.03	nan
2020-12-17 00:57:54	B	100.0	1.36	2.0	a0112.fits	Y	3.61	nan
2020-12-17 00:59:46	B	100.0	1.37	2.0	a0113.fits	Y	3.75	nan
2020-12-17 01:01:40	V	60.0	1.37	2.0	a0114.fits	Y	3.85	nan
2020-12-17 01:02:57	SR	40.0	1.38	2.1	a0115.fits	Y	3.99	nan
2020-12-17 01:03:51	I	30.0	1.38	2.1	a0116.fits	Y	3.92	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 01:06:15	I	30.0	1.23	1.1	a0117.fits	Y	3.95	nan
2020-12-17 01:07:01	SR	40.0	1.23	1.1	a0118.fits	Y	3.91	nan
2020-12-17 01:07:57	V	60.0	1.23	1.1	a0119.fits	Y	3.78	nan
2020-12-17 01:09:12	B	100.0	1.24	1.2	a0120.fits	Y	3.43	nan
2020-12-17 01:11:03	B	100.0	1.24	1.2	a0121.fits	Y	3.44	nan
2020-12-17 01:12:57	V	60.0	1.24	1.2	a0122.fits	Y	3.76	nan
2020-12-17 01:14:15	SR	40.0	1.24	1.2	a0123.fits	Y	3.90	nan
2020-12-17 01:15:09	I	30.0	1.24	1.3	a0124.fits	Y	3.85	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 01:28:03	I	30.0	1.18	0.5	a0135.fits	Y	3.70	nan
2020-12-17 01:28:49	SR	40.0	1.18	0.5	a0136.fits	Y	3.61	nan
2020-12-17 01:29:45	V	60.0	1.18	0.5	a0137.fits	Y	3.68	nan
2020-12-17 01:31:00	B	100.0	1.19	0.5	a0138.fits	Y	3.42	nan
2020-12-17 01:32:52	B	100.0	1.19	0.5	a0139.fits	Y	3.43	nan
2020-12-17 01:34:46	V	60.0	1.19	0.6	a0140.fits	Y	3.90	nan
2020-12-17 01:36:03	SR	40.0	1.19	0.6	a0141.fits	Y	3.82	nan
2020-12-17 01:36:58	I	30.0	1.19	0.6	a0142.fits	Y	3.82	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 08:24:10	I	30.0	1.31	3.4	a0343.fits	Y	2.56	nan
2020-12-17 08:24:52	I	30.0	1.32	3.4	a0344.fits	Y	2.50	nan
2020-12-17 08:25:38	SR	40.0	1.32	3.4	a0345.fits	Y	2.77	nan
2020-12-17 08:26:29	SR	40.0	1.32	3.4	a0346.fits	Y	2.47	nan
2020-12-17 08:27:25	V	60.0	1.33	3.4	a0347.fits	Y	2.86	nan
2020-12-17 08:28:36	V	60.0	1.33	3.5	a0348.fits	Y	2.95	nan
2020-12-17 08:29:50	B	100.0	1.34	3.5	a0349.fits	Y	4.20	nan
2020-12-17 08:31:42	B	100.0	1.34	3.5	a0350.fits	Y	3.98	nan
2020-12-17 08:33:33	B	100.0	1.35	3.5	a0351.fits	Y	3.54	nan
2020-12-17 08:35:25	B	100.0	1.36	3.6	a0352.fits	Y	3.54	nan
2020-12-17 08:37:21	V	60.0	1.36	3.6	a0353.fits	Y	2.71	nan
2020-12-17 08:38:32	V	60.0	1.37	3.6	a0354.fits	Y	2.92	nan
2020-12-17 08:39:49	SR	40.0	1.37	3.6	a0355.fits	Y	2.59	nan
2020-12-17 08:40:39	SR	40.0	1.37	3.7	a0356.fits	Y	2.63	nan
2020-12-17 08:41:33	I	30.0	1.38	3.7	a0357.fits	Y	2.60	nan
2020-12-17 08:42:14	I	30.0	1.38	3.7	a0358.fits	Y	2.70	nan
2020-12-17 08:43:07	I	30.0	1.38	3.7	a0359.fits	Y	2.56	nan
2020-12-17 08:43:48	I	30.0	1.39	3.7	a0360.fits	Y	2.74	nan
2020-12-17 08:44:33	SR	40.0	1.39	3.7	a0361.fits	Y	2.89	nan
2020-12-17 08:45:24	SR	40.0	1.39	3.7	a0362.fits	Y	2.68	nan
2020-12-17 08:46:20	V	60.0	1.40	3.8	a0363.fits	Y	2.92	nan
2020-12-17 08:47:31	V	60.0	1.40	3.8	a0364.fits	Y	2.86	nan
2020-12-17 08:48:47	B	100.0	1.41	3.8	a0365.fits	Y	3.21	nan
2020-12-17 08:50:38	B	100.0	1.42	3.8	a0366.fits	Y	3.79	nan
2020-12-17 08:52:30	B	100.0	1.43	3.9	a0367.fits	Y	3.13	nan
2020-12-17 08:54:21	B	100.0	1.44	3.9	a0368.fits	Y	3.24	nan
2020-12-17 08:56:16	V	60.0	1.44	3.9	a0369.fits	Y	3.11	nan
2020-12-17 08:57:27	V	60.0	1.45	3.9	a0370.fits	Y	2.74	nan
2020-12-17 08:58:43	SR	40.0	1.45	4.0	a0371.fits	Y	2.90	nan
2020-12-17 08:59:34	SR	40.0	1.46	4.0	a0372.fits	Y	2.71	nan
2020-12-17 09:00:28	I	30.0	1.46	4.0	a0373.fits	Y	2.70	nan
2020-12-17 09:01:09	I	30.0	1.46	4.0	a0374.fits	Y	2.91	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 10:41:41	I	30.0	1.19	2.7	a0471.fits	Y	2.51			nan
2020-12-17 10:42:23	I	30.0	1.20	2.7	a0472.fits	Y	2.65			nan
2020-12-17 10:43:08	SR	40.0	1.20	2.7	a0473.fits	Y	3.37			nan
2020-12-17 10:43:58	SR	40.0	1.20	2.7	a0474.fits	Y	3.11			nan
2020-12-17 10:44:54	V	60.0	1.20	2.8	a0475.fits	Y	2.99			nan
2020-12-17 10:46:05	V	60.0	1.21	2.8	a0476.fits	Y	3.27			nan
2020-12-17 10:47:20	B	100.0	1.21	2.8	a0477.fits	Y	3.41			nan
2020-12-17 10:49:11	B	100.0	1.22	2.8	a0478.fits	Y	3.43			nan
2020-12-17 10:51:02	B	100.0	1.22	2.9	a0479.fits	Y	3.23			nan
2020-12-17 10:52:53	B	100.0	1.23	2.9	a0480.fits	Y	3.39			nan
2020-12-17 10:54:49	V	60.0	1.23	2.9	a0481.fits	Y	2.93			nan
2020-12-17 10:56:00	V	60.0	1.23	2.9	a0482.fits	Y	2.93			nan
2020-12-17 10:57:17	SR	40.0	1.23	3.0	a0483.fits	Y	3.79			nan
2020-12-17 10:58:07	SR	40.0	1.24	3.0	a0484.fits	Y	2.84			nan
2020-12-17 10:59:02	I	30.0	1.24	3.0	a0485.fits	Y	3.04			nan
2020-12-17 10:59:44	I	30.0	1.24	3.0	a0486.fits	Y	2.97			nan
2020-12-17 11:00:37	I	30.0	1.24	3.0	a0487.fits	Y	3.26			nan
2020-12-17 11:01:18	I	30.0	1.25	3.0	a0488.fits	Y	3.01			nan
2020-12-17 11:02:04	SR	40.0	1.25	3.0	a0489.fits	Y	3.37			nan
2020-12-17 11:02:54	SR	40.0	1.25	3.1	a0490.fits	Y	3.11			nan
2020-12-17 11:03:50	V	60.0	1.25	3.1	a0491.fits	Y	3.39			nan
2020-12-17 11:05:02	V	60.0	1.26	3.1	a0492.fits	Y	2.79			nan
2020-12-17 11:06:16	B	100.0	1.26	3.1	a0493.fits	Y	3.02			nan
2020-12-17 11:08:08	B	100.0	1.27	3.1	a0494.fits	Y	3.23			nan
2020-12-17 11:09:59	B	100.0	1.27	3.2	a0495.fits	Y	3.01	11.591	0.573	125
2020-12-17 11:11:50	B	100.0	1.28	3.2	a0496.fits	Y	3.33			nan
2020-12-17 11:13:45	V	60.0	1.28	3.2	a0497.fits	Y	2.84			nan
2020-12-17 11:14:56	V	60.0	1.29	3.3	a0498.fits	Y	3.59			nan
2020-12-17 11:16:13	SR	40.0	1.29	3.3	a0499.fits	Y	3.74			nan
2020-12-17 11:17:04	SR	40.0	1.29	3.3	a0500.fits	Y	3.37			nan
2020-12-17 11:17:58	I	30.0	1.30	3.3	a0501.fits	Y	3.21			nan
2020-12-17 11:18:39	I	30.0	1.30	3.3	a0502.fits	Y	3.32			nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 01:40:56	I	30.0	1.28	-1.5	a0143.fits	Y	3.78			nan
2020-12-17 01:41:42	SR	40.0	1.28	-1.5	a0144.fits	Y	3.94	10.151	0.144	100
2020-12-17 01:42:38	V	60.0	1.27	-1.5	a0145.fits	Y	3.94			nan
2020-12-17 01:43:52	B	100.0	1.27	-1.5	a0146.fits	Y	3.72			nan
2020-12-17 01:45:44	B	100.0	1.27	-1.4	a0147.fits	Y	3.69			nan
2020-12-17 01:47:39	V	60.0	1.26	-1.4	a0148.fits	Y	4.05			nan
2020-12-17 01:48:55	SR	40.0	1.26	-1.4	a0149.fits	Y	4.12			nan
2020-12-17 01:49:49	I	30.0	1.26	-1.4	a0150.fits	Y	4.12			nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 02:01:34	I	30.0	1.41	-2.2	a0159.fits	Y	4.02	nan
2020-12-17 02:02:20	SR	40.0	1.40	-2.2	a0160.fits	Y	4.16	nan
2020-12-17 02:03:16	V	60.0	1.40	-2.2	a0161.fits	Y	3.82	nan
2020-12-17 02:04:31	B	100.0	1.39	-2.1	a0162.fits	Y	3.97	nan
2020-12-17 02:06:24	B	100.0	1.38	-2.1	a0163.fits	Y	3.59	nan
2020-12-17 02:08:18	V	60.0	1.38	-2.1	a0164.fits	Y	4.03	nan
2020-12-17 02:09:35	SR	40.0	1.38	-2.1	a0165.fits	Y	4.07	nan
2020-12-17 02:10:30	I	30.0	1.37	-2.0	a0166.fits	Y	4.11	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 02:12:56	I	30.0	1.67	-3.0	a0167.fits	Y	4.33	nan
2020-12-17 02:13:42	SR	40.0	1.66	-3.0	a0168.fits	Y	4.32	nan
2020-12-17 02:14:37	V	60.0	1.66	-3.0	a0169.fits	Y	4.20	nan
2020-12-17 02:15:52	B	100.0	1.64	-2.9	a0170.fits	Y	3.92	nan
2020-12-17 02:17:43	B	100.0	1.63	-2.9	a0171.fits	Y	3.98	nan
2020-12-17 02:19:36	V	60.0	1.62	-2.9	a0172.fits	Y	4.09	nan
2020-12-17 02:20:53	SR	40.0	1.62	-2.8	a0173.fits	Y	4.34	nan
2020-12-17 02:21:47	I	30.0	1.61	-2.8	a0174.fits	Y	4.25	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 08:12:44	I	30.0	1.39	2.1	a0335.fits	Y	2.60	nan
2020-12-17 08:13:30	SR	40.0	1.39	2.1	a0336.fits	Y	2.60	nan
2020-12-17 08:14:26	V	60.0	1.39	2.1	a0337.fits	Y	2.68	nan
2020-12-17 08:15:40	B	100.0	1.40	2.1	a0338.fits	Y	2.92	nan
2020-12-17 08:17:32	B	100.0	1.41	2.1	a0339.fits	Y	2.88	nan
2020-12-17 08:19:27	V	60.0	1.41	2.2	a0340.fits	Y	2.71	nan
2020-12-17 08:20:43	SR	40.0	1.42	2.2	a0341.fits	Y	2.70	nan
2020-12-17 08:21:38	I	30.0	1.42	2.2	a0342.fits	Y	2.70	nan

Table of Contents¶

Telescope bsm_nm date 201216 (yymmdd)

Warnings and Errors¶

Calibration File Age in Days¶

CCD set point vs operating temperature¶

Images by Target Object¶

BP_Cnc

AUID 000-BCT-994

CH_Cyg

AUID 000-BCG-667

CVSO_109

AUID 000-BDZ-298

CVSO_146

AUID 000-BDZ-335

CVSO_165

AUID 000-BNR-980

CVSO_176

AUID 000-BDZ-440

M67

AUID None

NGC_7790

AUID None

R_Aqr

AUID 000-BCR-898

SA100

AUID None

SA101

AUID None

SA102

AUID None

SA103

AUID None

SA104

AUID None

SA105

AUID None

SA113

AUID None

SA114

AUID None

SA115

AUID None

SA23

AUID None

SA26

AUID None

SA93

AUID None

SA94

AUID None

SA95

AUID None

SA96

AUID None

SA97

AUID None

SA98

AUID None

SA98_SF1

AUID None

SA99

AUID None

SS_Cyg

AUID 000-BCP-220

SS_Vir

AUID 000-BBS-817

ST_Cyg

AUID 000-BCL-775

ST_UMa

AUID 000-BBS-211

VV_Cep

AUID 000-BCP-658

Remark-o-matic Image View¶

images 101 to 150

images 151 to 200

images 201 to 250

images 251 to 300

images 301 to 350

images 351 to 400

images 401 to 450

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 07:00:51	I	30.0	1.19	-0.2	a0287.fits	Y	4.21	nan
2020-12-17 07:01:36	SR	40.0	1.19	-0.2	a0288.fits	Y	4.35	nan
2020-12-17 07:02:33	V	60.0	1.19	-0.2	a0289.fits	Y	3.96	nan
2020-12-17 07:03:48	B	100.0	1.19	-0.2	a0290.fits	Y	3.72	nan
2020-12-17 07:05:39	B	100.0	1.19	-0.1	a0291.fits	Y	3.80	nan
2020-12-17 07:07:34	V	60.0	1.19	-0.1	a0292.fits	Y	4.33	nan
2020-12-17 07:08:50	SR	40.0	1.19	-0.1	a0293.fits	Y	3.91	nan
2020-12-17 07:09:45	I	30.0	1.19	-0.1	a0294.fits	Y	3.84	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 07:13:57	I	30.0	1.22	-0.9	a0295.fits	Y	4.34	nan
2020-12-17 07:14:43	SR	40.0	1.22	-0.9	a0296.fits	Y	4.43	nan
2020-12-17 07:15:40	V	60.0	1.22	-0.9	a0297.fits	Y	4.40	nan
2020-12-17 07:16:54	B	100.0	1.22	-0.9	a0298.fits	Y	3.88	nan
2020-12-17 07:18:45	B	100.0	1.21	-0.8	a0299.fits	Y	3.59	nan
2020-12-17 07:20:40	V	60.0	1.21	-0.8	a0300.fits	Y	4.32	nan
2020-12-17 07:21:57	SR	40.0	1.21	-0.8	a0301.fits	Y	4.33	nan
2020-12-17 07:22:50	I	30.0	1.21	-0.8	a0302.fits	Y	3.97	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 07:24:18	I	30.0	1.21	-0.7	a0303.fits	Y	4.14	nan
2020-12-17 07:25:23	I	30.0	1.21	-0.7	a0304.fits	Y	4.25	nan
2020-12-17 07:26:09	SR	40.0	1.21	-0.7	a0305.fits	Y	4.24	nan
2020-12-17 07:26:59	SR	40.0	1.21	-0.7	a0306.fits	Y	4.31	nan
2020-12-17 07:27:55	V	60.0	1.20	-0.7	a0307.fits	Y	4.18	nan
2020-12-17 07:29:07	V	60.0	1.20	-0.7	a0308.fits	Y	4.44	nan
2020-12-17 07:30:22	B	100.0	1.20	-0.6	a0309.fits	Y	3.85	nan
2020-12-17 07:32:12	B	100.0	1.20	-0.6	a0310.fits	Y	3.92	nan
2020-12-17 07:34:03	B	100.0	1.20	-0.6	a0311.fits	Y	3.68	nan
2020-12-17 07:35:54	B	100.0	1.20	-0.5	a0312.fits	Y	3.70	nan
2020-12-17 07:37:49	V	60.0	1.20	-0.5	a0313.fits	Y	4.18	nan
2020-12-17 07:39:00	V	60.0	1.20	-0.5	a0314.fits	Y	3.98	nan
2020-12-17 07:40:18	SR	40.0	1.20	-0.5	a0315.fits	Y	4.02	nan
2020-12-17 07:41:08	SR	40.0	1.19	-0.5	a0316.fits	Y	4.18	nan
2020-12-17 07:42:03	I	30.0	1.19	-0.4	a0317.fits	Y	3.95	nan
2020-12-17 07:42:44	I	30.0	1.19	-0.4	a0318.fits	Y	4.11	nan
2020-12-17 07:43:37	I	30.0	1.19	-0.4	a0319.fits	Y	3.97	nan
2020-12-17 07:44:18	I	30.0	1.19	-0.4	a0320.fits	Y	3.92	nan
2020-12-17 07:45:03	SR	40.0	1.19	-0.4	a0321.fits	Y	4.14	nan
2020-12-17 07:45:53	SR	40.0	1.19	-0.4	a0322.fits	Y	4.18	nan
2020-12-17 07:46:50	V	60.0	1.19	-0.4	a0323.fits	Y	4.04	nan
2020-12-17 07:48:02	V	60.0	1.19	-0.3	a0324.fits	Y	4.06	nan
2020-12-17 07:54:33	B	100.0	1.19	-0.2	a0325.fits	Y	3.58	nan
2020-12-17 07:56:25	B	100.0	1.19	-0.2	a0326.fits	Y	3.55	nan
2020-12-17 07:58:16	B	100.0	1.19	-0.2	a0327.fits	Y	3.67	nan
2020-12-17 08:00:08	B	100.0	1.19	-0.1	a0328.fits	Y	3.76	nan
2020-12-17 08:02:02	V	60.0	1.19	-0.1	a0329.fits	Y	4.28	nan
2020-12-17 08:03:14	V	60.0	1.19	-0.1	a0330.fits	Y	4.29	nan
2020-12-17 08:04:31	SR	40.0	1.19	-0.1	a0331.fits	Y	3.86	nan
2020-12-17 08:05:20	SR	40.0	1.19	-0.1	a0332.fits	Y	4.33	nan
2020-12-17 08:06:16	I	30.0	1.19	-0.0	a0333.fits	Y	4.18	nan
2020-12-17 08:06:57	I	30.0	1.19	-0.0	a0334.fits	Y	4.30	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	maxadu
2020-12-17 10:19:01	I	30.0	1.24	1.1	a0455.fits	Y	2.48	nan
2020-12-17 10:19:46	SR	40.0	1.24	1.1	a0456.fits	Y	2.58	nan
2020-12-17 10:20:41	V	60.0	1.24	1.2	a0457.fits	Y	2.83	nan
2020-12-17 10:21:56	B	100.0	1.24	1.2	a0458.fits	Y	2.70	nan
2020-12-17 10:23:46	B	100.0	1.25	1.2	a0459.fits	Y	2.97	nan
2020-12-17 10:25:41	V	60.0	1.25	1.2	a0460.fits	Y	2.79	nan
2020-12-17 10:26:58	SR	40.0	1.25	1.3	a0461.fits	Y	2.69	nan
2020-12-17 10:27:52	I	30.0	1.25	1.3	a0462.fits	Y	2.78	nan

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 13:04:42	B	20.0	1.20	-0.6	a0575.fits	Y	2.81	5.262	0.006	3911
2020-12-17 13:05:15	B	20.0	1.20	-0.6	a0576.fits	Y	3.07	5.291	0.006	3523
2020-12-17 13:06:08.000	V	7.5	1.20	-0.6	a0577.fits	Y	2.59	1.974	0.001	57296
2020-12-17 13:07:15.500	R	2.0	1.20	-0.6	a0578.fits	Y	3.04	2.249	0.001	50862
2020-12-17 13:08:23.000	R	2.0	1.20	-0.5	a0579.fits	Y	2.41	2.221	0.001	59983
2020-12-17 13:10:01.500	I	1.0	1.19	-0.5	a0580.fits	Y	2.33	3.564	0.002	20675

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu
2020-12-17 02:36:01	B	60.0	1.68	4.8	a0185.fits	Y	3.73	6.117	0.008	1346
2020-12-17 02:37:13	B	60.0	1.68	4.8	a0186.fits	Y	3.73	6.111	0.008	1292
2020-12-17 02:38:29	V	10.0	1.68	4.8	a0187.fits	Y	3.99	6.568	0.010	835
2020-12-17 02:38:50	V	10.0	1.69	4.8	a0188.fits	Y	4.08	6.619	0.010	734
2020-12-17 02:39:42.500	R	2.0	1.69	4.8	a0189.fits	Y	4.59	6.501	0.009	742
2020-12-17 02:40:51.500	R	2.0	1.69	4.8	a0190.fits	Y	4.28	6.475	0.009	887
2020-12-17 02:42:06.500	I	3.0	1.70	4.9	a0191.fits	Y	3.95	5.145	0.005	2987

DateTime	filter	exptime	airmass	hr_ang	filename	has_wcs	fwhm	mag	err	maxadu	tnimage
2020-12-17 01:24:57.000	B	3.95	1.25	2.2	a0133.fits	Y	3.51	2.728	0.002	32992
2020-12-17 01:25:42.500	V	0.98	1.25	2.2	a0134.fits	Y	3.79	2.449	0.001	40377

DateTime	filename	objid	filter	exptime	airmass	hr_ang	has_wcs	fwhm	mag	err	maxadu	auid	center2obj	JD	ccd_temp	set_temp	img_type	read_mode	binning	fov_radius_amin	review	image_available
2020-12-17 13:14:30.500	a0581.fits	ST_UMa	V	1.20	1.03	0.5	Y	2.97	4.681	0.004	5460	000-BBS-211	0.115985	9201.05174	-30.0	-30.0	LIGHT	Mode0	2x2	30.056699	not reviewed	Y
2020-12-17 13:16:41	a0582.fits	BP_Cnc	B	3.45	1.65	3.6	Y	3.24	3.540	0.002	12875	000-BCT-994	0.056424	9201.05325	-30.0	-30.0	LIGHT	Mode0	2x2	30.061148	not reviewed	Y
2020-12-17 13:16:59	a0583.fits	BP_Cnc	V	1.73	1.65	3.6	Y	4.62			nan	000-BCT-994	0.075233	9201.05346	-30.0	-30.0	LIGHT	Mode0	2x2	30.073183	not reviewed	Y