Skip to content

Instantly share code, notes, and snippets.

@keflavich

keflavich/timeseries_hi_search-fsw.ipynb

Created June 13, 2020 22:47
Show Gist options
  • Save keflavich/457299c9a18467bee19f725f165cd9aa to your computer and use it in GitHub Desktop.
Save keflavich/457299c9a18467bee19f725f165cd9aa to your computer and use it in GitHub Desktop.
Download ZIP
HI Search Notebook
Display the source blob
Display the rendered blob
Raw
timeseries_hi_search-fsw.ipynb
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"C:\\Users\\Adam\\Documents\\GitHub\\1420SDR\n"
]
}
],
"source": [
"cd C:\\Users\\Adam\\Documents\\GitHub\\1420SDR\\"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"C:\\Users\\Adam\n"
]
}
],
"source": [
"cd C:\\Users\\Adam\\"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" Volume in drive C is OS\n",
" Volume Serial Number is 848B-7E0F\n",
"\n",
" Directory of C:\\Users\\Adam\n",
"\n",
"\n",
" Directory of C:\\Users\\Adam\n",
"\n",
"05/30/2020 09:06 AM 106,560 psd_200530_090656_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:07 AM 106,560 psd_200530_090757_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:08 AM 106,560 psd_200530_090859_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:10 AM 106,560 psd_200530_091001_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:11 AM 106,560 psd_200530_091104_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:12 AM 106,560 psd_200530_091205_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:13 AM 106,560 psd_200530_091307_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:14 AM 106,560 psd_200530_091409_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:15 AM 106,560 psd_200530_091511_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:16 AM 106,560 psd_200530_091612_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:17 AM 106,560 psd_200530_091714_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:18 AM 106,560 psd_200530_091816_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:19 AM 106,560 psd_200530_091918_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:20 AM 106,560 psd_200530_092019_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:21 AM 106,560 psd_200530_092121_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:22 AM 106,560 psd_200530_092223_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:23 AM 106,560 psd_200530_092325_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:24 AM 106,560 psd_200530_092426_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:25 AM 106,560 psd_200530_092528_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:26 AM 106,560 psd_200530_092630_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:27 AM 106,560 psd_200530_092732_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:28 AM 106,560 psd_200530_092833_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:29 AM 106,560 psd_200530_092935_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:30 AM 106,560 psd_200530_093037_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:31 AM 106,560 psd_200530_093139_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:32 AM 106,560 psd_200530_093241_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:33 AM 106,560 psd_200530_093342_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:34 AM 106,560 psd_200530_093444_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:35 AM 106,560 psd_200530_093546_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:36 AM 106,560 psd_200530_093648_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:37 AM 106,560 psd_200530_093749_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:38 AM 106,560 psd_200530_093851_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:39 AM 106,560 psd_200530_093953_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:40 AM 106,560 psd_200530_094056_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:41 AM 106,560 psd_200530_094157_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:42 AM 106,560 psd_200530_094259_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:44 AM 106,560 psd_200530_094401_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:45 AM 106,560 psd_200530_094503_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:46 AM 106,560 psd_200530_094604_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:47 AM 106,560 psd_200530_094706_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:48 AM 106,560 psd_200530_094808_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:49 AM 106,560 psd_200530_094910_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:50 AM 106,560 psd_200530_095011_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:51 AM 106,560 psd_200530_095113_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:52 AM 106,560 psd_200530_095215_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:53 AM 106,560 psd_200530_095317_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:54 AM 106,560 psd_200530_095419_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:55 AM 106,560 psd_200530_095520_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:56 AM 106,560 psd_200530_095622_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:57 AM 106,560 psd_200530_095724_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:58 AM 106,560 psd_200530_095826_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:59 AM 106,560 psd_200530_095927_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:00 AM 106,560 psd_200530_100029_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:01 AM 106,560 psd_200530_100131_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:02 AM 106,560 psd_200530_100233_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:03 AM 106,560 psd_200530_100335_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:04 AM 106,560 psd_200530_100436_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:05 AM 106,560 psd_200530_100538_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:06 AM 106,560 psd_200530_100640_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:07 AM 106,560 psd_200530_100742_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:08 AM 106,560 psd_200530_100843_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:09 AM 106,560 psd_200530_100945_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:10 AM 106,560 psd_200530_101048_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:11 AM 106,560 psd_200530_101150_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:12 AM 106,560 psd_200530_101252_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:13 AM 106,560 psd_200530_101353_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:14 AM 106,560 psd_200530_101455_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:15 AM 106,560 psd_200530_101557_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:16 AM 106,560 psd_200530_101659_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:18 AM 106,560 psd_200530_101801_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:19 AM 106,560 psd_200530_101902_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:20 AM 106,560 psd_200530_102004_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:21 AM 106,560 psd_200530_102106_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:22 AM 106,560 psd_200530_102208_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:23 AM 106,560 psd_200530_102310_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:24 AM 106,560 psd_200530_102411_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:25 AM 106,560 psd_200530_102513_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:26 AM 106,560 psd_200530_102615_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:27 AM 106,560 psd_200530_102717_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:28 AM 106,560 psd_200530_102819_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:29 AM 106,560 psd_200530_102920_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:30 AM 106,560 psd_200530_103022_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:31 AM 106,560 psd_200530_103124_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:32 AM 106,560 psd_200530_103226_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:33 AM 106,560 psd_200530_103327_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:34 AM 106,560 psd_200530_103429_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:35 AM 106,560 psd_200530_103531_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:36 AM 106,560 psd_200530_103633_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:37 AM 106,560 psd_200530_103735_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:38 AM 106,560 psd_200530_103837_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:39 AM 106,560 psd_200530_103938_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:40 AM 106,560 psd_200530_104040_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:41 AM 106,560 psd_200530_104150_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:42 AM 106,560 psd_200530_104252_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:43 AM 106,560 psd_200530_104353_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:44 AM 106,560 psd_200530_104455_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:45 AM 106,560 psd_200530_104557_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:46 AM 106,560 psd_200530_104659_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:48 AM 106,560 psd_200530_104801_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:49 AM 106,560 psd_200530_104903_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:50 AM 106,560 psd_200530_105004_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:51 AM 106,560 psd_200530_105106_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:52 AM 106,560 psd_200530_105208_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:53 AM 106,560 psd_200530_105310_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:54 AM 106,560 psd_200530_105412_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:55 AM 106,560 psd_200530_105513_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:56 AM 106,560 psd_200530_105615_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:57 AM 106,560 psd_200530_105717_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:58 AM 106,560 psd_200530_105819_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:59 AM 106,560 psd_200530_105921_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:00 AM 106,560 psd_200530_110022_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:01 AM 106,560 psd_200530_110124_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:02 AM 106,560 psd_200530_110226_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:03 AM 106,560 psd_200530_110328_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:04 AM 106,560 psd_200530_110430_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:05 AM 106,560 psd_200530_110531_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:06 AM 106,560 psd_200530_110633_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:07 AM 106,560 psd_200530_110735_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:08 AM 106,560 psd_200530_110837_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:09 AM 106,560 psd_200530_110939_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:10 AM 106,560 psd_200530_111040_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:11 AM 106,560 psd_200530_111143_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:12 AM 106,560 psd_200530_111245_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:13 AM 106,560 psd_200530_111347_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:14 AM 106,560 psd_200530_111449_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:15 AM 106,560 psd_200530_111551_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:16 AM 106,560 psd_200530_111652_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:17 AM 106,560 psd_200530_111754_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:18 AM 106,560 psd_200530_111856_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:19 AM 106,560 psd_200530_111958_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:21 AM 106,560 psd_200530_112100_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:22 AM 106,560 psd_200530_112202_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:23 AM 106,560 psd_200530_112303_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:24 AM 106,560 psd_200530_112405_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:25 AM 106,560 psd_200530_112507_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:26 AM 106,560 psd_200530_112609_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:27 AM 106,560 psd_200530_112711_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:28 AM 106,560 psd_200530_112812_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:29 AM 106,560 psd_200530_112914_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:30 AM 106,560 psd_200530_113016_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:31 AM 106,560 psd_200530_113118_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:32 AM 106,560 psd_200530_113220_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:33 AM 106,560 psd_200530_113322_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:34 AM 106,560 psd_200530_113423_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:35 AM 106,560 psd_200530_113525_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:36 AM 106,560 psd_200530_113627_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:37 AM 106,560 psd_200530_113729_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:38 AM 106,560 psd_200530_113831_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:39 AM 106,560 psd_200530_113932_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:40 AM 106,560 psd_200530_114034_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:41 AM 106,560 psd_200530_114137_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:42 AM 106,560 psd_200530_114239_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:43 AM 106,560 psd_200530_114341_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:44 AM 106,560 psd_200530_114443_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:45 AM 106,560 psd_200530_114544_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:46 AM 106,560 psd_200530_114646_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:47 AM 106,560 psd_200530_114748_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:48 AM 106,560 psd_200530_114850_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:49 AM 106,560 psd_200530_114952_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:50 AM 106,560 psd_200530_115054_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:51 AM 106,560 psd_200530_115155_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:52 AM 106,560 psd_200530_115257_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:53 AM 106,560 psd_200530_115359_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:55 AM 106,560 psd_200530_115501_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:56 AM 106,560 psd_200530_115603_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:57 AM 106,560 psd_200530_115704_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:58 AM 106,560 psd_200530_115806_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:59 AM 106,560 psd_200530_115908_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:00 PM 106,560 psd_200530_120010_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:01 PM 106,560 psd_200530_120112_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:02 PM 106,560 psd_200530_120214_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:03 PM 106,560 psd_200530_120315_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:04 PM 106,560 psd_200530_120417_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:05 PM 106,560 psd_200530_120519_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:06 PM 106,560 psd_200530_120621_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:07 PM 106,560 psd_200530_120723_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:08 PM 106,560 psd_200530_120825_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:09 PM 106,560 psd_200530_120926_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:10 PM 106,560 psd_200530_121028_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:11 PM 106,560 psd_200530_121131_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:12 PM 106,560 psd_200530_121233_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:13 PM 106,560 psd_200530_121335_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:14 PM 106,560 psd_200530_121437_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:15 PM 106,560 psd_200530_121538_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:16 PM 106,560 psd_200530_121640_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:17 PM 106,560 psd_200530_121742_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:18 PM 106,560 psd_200530_121844_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:19 PM 106,560 psd_200530_121946_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:20 PM 106,560 psd_200530_122048_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:21 PM 106,560 psd_200530_122149_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:22 PM 106,560 psd_200530_122251_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:23 PM 106,560 psd_200530_122353_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:24 PM 106,560 psd_200530_122455_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:25 PM 106,560 psd_200530_122557_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:26 PM 106,560 psd_200530_122659_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:28 PM 106,560 psd_200530_122801_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:29 PM 106,560 psd_200530_122902_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:30 PM 106,560 psd_200530_123004_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:31 PM 106,560 psd_200530_123106_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:32 PM 106,560 psd_200530_123208_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:33 PM 106,560 psd_200530_123310_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:34 PM 106,560 psd_200530_123412_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:35 PM 106,560 psd_200530_123514_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:36 PM 106,560 psd_200530_123616_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:37 PM 106,560 psd_200530_123717_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:38 PM 106,560 psd_200530_123819_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:39 PM 106,560 psd_200530_123921_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:40 PM 106,560 psd_200530_124023_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:41 PM 106,560 psd_200530_124126_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:42 PM 106,560 psd_200530_124228_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:43 PM 106,560 psd_200530_124329_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:44 PM 106,560 psd_200530_124431_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:45 PM 106,560 psd_200530_124533_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:46 PM 106,560 psd_200530_124635_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:47 PM 106,560 psd_200530_124737_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:48 PM 106,560 psd_200530_124839_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:49 PM 106,560 psd_200530_124940_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:50 PM 106,560 psd_200530_125042_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:51 PM 106,560 psd_200530_125144_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:52 PM 106,560 psd_200530_125246_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:53 PM 106,560 psd_200530_125348_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:54 PM 106,560 psd_200530_125450_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:55 PM 106,560 psd_200530_125552_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:56 PM 106,560 psd_200530_125653_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:57 PM 106,560 psd_200530_125755_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:58 PM 106,560 psd_200530_125857_tint60s_sdr0_fsw.fits\n",
"05/30/2020 12:59 PM 106,560 psd_200530_125959_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:01 PM 106,560 psd_200530_130101_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:02 PM 106,560 psd_200530_130203_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:03 PM 106,560 psd_200530_130304_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:04 PM 106,560 psd_200530_130406_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:05 PM 106,560 psd_200530_130508_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:06 PM 106,560 psd_200530_130610_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:07 PM 106,560 psd_200530_130712_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:08 PM 106,560 psd_200530_130814_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:09 PM 106,560 psd_200530_130915_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:10 PM 106,560 psd_200530_131017_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:11 PM 106,560 psd_200530_131119_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:12 PM 106,560 psd_200530_131222_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:13 PM 106,560 psd_200530_131324_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:14 PM 106,560 psd_200530_131426_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:15 PM 106,560 psd_200530_131527_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:16 PM 106,560 psd_200530_131629_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:17 PM 106,560 psd_200530_131731_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:18 PM 106,560 psd_200530_131833_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:19 PM 106,560 psd_200530_131935_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:20 PM 106,560 psd_200530_132037_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:21 PM 106,560 psd_200530_132138_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:22 PM 106,560 psd_200530_132240_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:23 PM 106,560 psd_200530_132342_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:24 PM 106,560 psd_200530_132444_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:25 PM 106,560 psd_200530_132546_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:26 PM 106,560 psd_200530_132648_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:27 PM 106,560 psd_200530_132750_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:28 PM 106,560 psd_200530_132851_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:29 PM 106,560 psd_200530_132953_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:30 PM 106,560 psd_200530_133055_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:31 PM 106,560 psd_200530_133157_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:32 PM 106,560 psd_200530_133259_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:34 PM 106,560 psd_200530_133401_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:48 PM 120,960 psd_200530_134847_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:49 PM 120,960 psd_200530_134949_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:50 PM 120,960 psd_200530_135051_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:51 PM 120,960 psd_200530_135152_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:52 PM 120,960 psd_200530_135254_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:53 PM 120,960 psd_200530_135356_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:54 PM 120,960 psd_200530_135458_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:55 PM 120,960 psd_200530_135559_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:57 PM 120,960 psd_200530_135701_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:58 PM 120,960 psd_200530_135803_tint60s_sdr0_fsw.fits\n",
"05/30/2020 01:59 PM 120,960 psd_200530_135907_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:00 PM 120,960 psd_200530_140009_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:01 PM 120,960 psd_200530_140111_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:02 PM 120,960 psd_200530_140213_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:03 PM 120,960 psd_200530_140315_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:04 PM 120,960 psd_200530_140416_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:05 PM 120,960 psd_200530_140518_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:06 PM 120,960 psd_200530_140620_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:07 PM 120,960 psd_200530_140722_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:08 PM 120,960 psd_200530_140823_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:09 PM 120,960 psd_200530_140925_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:10 PM 120,960 psd_200530_141027_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:11 PM 120,960 psd_200530_141129_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:12 PM 120,960 psd_200530_141232_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:13 PM 120,960 psd_200530_141333_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:14 PM 120,960 psd_200530_141435_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:15 PM 120,960 psd_200530_141537_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:16 PM 120,960 psd_200530_141639_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:17 PM 120,960 psd_200530_141741_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:18 PM 120,960 psd_200530_141842_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:19 PM 120,960 psd_200530_141944_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:20 PM 120,960 psd_200530_142046_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:21 PM 120,960 psd_200530_142148_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:22 PM 120,960 psd_200530_142249_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:23 PM 120,960 psd_200530_142351_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:24 PM 120,960 psd_200530_142453_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:25 PM 120,960 psd_200530_142555_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:26 PM 120,960 psd_200530_142656_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:27 PM 120,960 psd_200530_142758_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:29 PM 120,960 psd_200530_142900_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:30 PM 120,960 psd_200530_143002_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:31 PM 120,960 psd_200530_143104_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:32 PM 120,960 psd_200530_143205_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:33 PM 120,960 psd_200530_143307_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:34 PM 120,960 psd_200530_143409_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:35 PM 120,960 psd_200530_143511_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:36 PM 120,960 psd_200530_143612_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:37 PM 120,960 psd_200530_143714_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:38 PM 120,960 psd_200530_143816_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:39 PM 120,960 psd_200530_143918_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:40 PM 120,960 psd_200530_144020_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:41 PM 120,960 psd_200530_144121_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:42 PM 120,960 psd_200530_144224_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:43 PM 120,960 psd_200530_144326_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:44 PM 120,960 psd_200530_144428_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:45 PM 120,960 psd_200530_144530_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:46 PM 120,960 psd_200530_144631_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:47 PM 120,960 psd_200530_144733_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:48 PM 120,960 psd_200530_144835_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:49 PM 120,960 psd_200530_144937_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:50 PM 120,960 psd_200530_145038_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:51 PM 120,960 psd_200530_145140_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:52 PM 120,960 psd_200530_145242_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:53 PM 120,960 psd_200530_145344_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:54 PM 120,960 psd_200530_145446_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:55 PM 120,960 psd_200530_145547_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:56 PM 120,960 psd_200530_145649_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:57 PM 120,960 psd_200530_145751_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:58 PM 120,960 psd_200530_145853_tint60s_sdr0_fsw.fits\n",
"05/30/2020 02:59 PM 120,960 psd_200530_145955_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:00 PM 120,960 psd_200530_150056_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:01 PM 120,960 psd_200530_150158_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:03 PM 120,960 psd_200530_150300_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:04 PM 120,960 psd_200530_150402_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:05 PM 120,960 psd_200530_150504_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:06 PM 120,960 psd_200530_150605_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:07 PM 120,960 psd_200530_150707_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:08 PM 120,960 psd_200530_150809_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:09 PM 120,960 psd_200530_150911_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:10 PM 120,960 psd_200530_151012_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:11 PM 120,960 psd_200530_151114_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:12 PM 120,960 psd_200530_151217_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:13 PM 120,960 psd_200530_151319_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:14 PM 120,960 psd_200530_151421_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:15 PM 120,960 psd_200530_151523_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:16 PM 120,960 psd_200530_151624_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:17 PM 120,960 psd_200530_151726_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:18 PM 120,960 psd_200530_151828_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:19 PM 120,960 psd_200530_151930_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:20 PM 120,960 psd_200530_152031_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:21 PM 120,960 psd_200530_152133_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:22 PM 120,960 psd_200530_152235_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:23 PM 120,960 psd_200530_152337_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:24 PM 120,960 psd_200530_152439_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:25 PM 120,960 psd_200530_152541_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:26 PM 120,960 psd_200530_152642_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:27 PM 120,960 psd_200530_152744_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:28 PM 120,960 psd_200530_152846_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:29 PM 120,960 psd_200530_152948_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:30 PM 120,960 psd_200530_153050_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:31 PM 120,960 psd_200530_153151_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:32 PM 120,960 psd_200530_153253_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:33 PM 120,960 psd_200530_153355_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:34 PM 120,960 psd_200530_153457_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:35 PM 120,960 psd_200530_153559_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:37 PM 120,960 psd_200530_153700_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:38 PM 120,960 psd_200530_153802_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:39 PM 120,960 psd_200530_153904_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:40 PM 120,960 psd_200530_154006_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:41 PM 120,960 psd_200530_154108_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:42 PM 120,960 psd_200530_154211_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:43 PM 120,960 psd_200530_154312_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:44 PM 120,960 psd_200530_154414_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:45 PM 120,960 psd_200530_154516_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:46 PM 120,960 psd_200530_154618_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:47 PM 120,960 psd_200530_154720_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:48 PM 120,960 psd_200530_154822_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:49 PM 120,960 psd_200530_154923_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:50 PM 120,960 psd_200530_155025_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:51 PM 120,960 psd_200530_155127_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:52 PM 120,960 psd_200530_155229_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:53 PM 120,960 psd_200530_155331_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:54 PM 120,960 psd_200530_155432_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:55 PM 120,960 psd_200530_155534_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:56 PM 120,960 psd_200530_155636_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:57 PM 120,960 psd_200530_155738_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:58 PM 120,960 psd_200530_155840_tint60s_sdr0_fsw.fits\n",
"05/30/2020 03:59 PM 120,960 psd_200530_155941_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:00 PM 120,960 psd_200530_160043_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:01 PM 120,960 psd_200530_160145_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:02 PM 120,960 psd_200530_160247_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:03 PM 120,960 psd_200530_160349_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:04 PM 120,960 psd_200530_160451_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:05 PM 120,960 psd_200530_160552_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:06 PM 120,960 psd_200530_160654_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:07 PM 120,960 psd_200530_160756_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:08 PM 120,960 psd_200530_160858_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:10 PM 120,960 psd_200530_161000_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:11 PM 120,960 psd_200530_161102_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:12 PM 120,960 psd_200530_161211_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:13 PM 120,960 psd_200530_161313_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:14 PM 120,960 psd_200530_161415_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:15 PM 120,960 psd_200530_161517_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:16 PM 120,960 psd_200530_161618_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:17 PM 120,960 psd_200530_161720_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:18 PM 120,960 psd_200530_161822_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:19 PM 120,960 psd_200530_161924_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:20 PM 120,960 psd_200530_162026_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:21 PM 120,960 psd_200530_162128_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:22 PM 120,960 psd_200530_162229_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:23 PM 120,960 psd_200530_162331_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:24 PM 120,960 psd_200530_162433_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:25 PM 120,960 psd_200530_162535_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:26 PM 120,960 psd_200530_162637_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:27 PM 120,960 psd_200530_162739_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:28 PM 120,960 psd_200530_162840_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:29 PM 120,960 psd_200530_162942_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:30 PM 120,960 psd_200530_163044_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:31 PM 120,960 psd_200530_163146_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:32 PM 120,960 psd_200530_163248_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:33 PM 120,960 psd_200530_163349_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:34 PM 120,960 psd_200530_163451_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:35 PM 120,960 psd_200530_163553_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:36 PM 120,960 psd_200530_163655_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:37 PM 120,960 psd_200530_163757_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:38 PM 120,960 psd_200530_163859_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:40 PM 120,960 psd_200530_164000_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:41 PM 120,960 psd_200530_164102_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:42 PM 120,960 psd_200530_164204_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:43 PM 120,960 psd_200530_164307_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:44 PM 120,960 psd_200530_164409_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:45 PM 120,960 psd_200530_164511_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:46 PM 120,960 psd_200530_164612_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:47 PM 120,960 psd_200530_164714_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:48 PM 120,960 psd_200530_164816_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:49 PM 120,960 psd_200530_164918_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:50 PM 120,960 psd_200530_165020_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:51 PM 120,960 psd_200530_165122_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:52 PM 120,960 psd_200530_165223_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:53 PM 120,960 psd_200530_165325_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:54 PM 120,960 psd_200530_165427_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:55 PM 120,960 psd_200530_165529_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:56 PM 120,960 psd_200530_165631_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:57 PM 120,960 psd_200530_165733_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:58 PM 120,960 psd_200530_165834_tint60s_sdr0_fsw.fits\n",
"05/30/2020 04:59 PM 120,960 psd_200530_165936_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:00 PM 120,960 psd_200530_170038_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:01 PM 120,960 psd_200530_170140_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:02 PM 120,960 psd_200530_170242_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:03 PM 120,960 psd_200530_170344_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:04 PM 120,960 psd_200530_170445_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:05 PM 120,960 psd_200530_170547_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:06 PM 120,960 psd_200530_170649_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:07 PM 120,960 psd_200530_170751_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:08 PM 120,960 psd_200530_170853_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:09 PM 120,960 psd_200530_170955_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:10 PM 120,960 psd_200530_171056_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:11 PM 120,960 psd_200530_171158_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:13 PM 120,960 psd_200530_171301_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:14 PM 120,960 psd_200530_171403_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:15 PM 120,960 psd_200530_171505_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:16 PM 120,960 psd_200530_171607_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:17 PM 120,960 psd_200530_171708_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:18 PM 120,960 psd_200530_171810_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:19 PM 120,960 psd_200530_171912_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:20 PM 120,960 psd_200530_172014_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:21 PM 120,960 psd_200530_172116_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:22 PM 120,960 psd_200530_172218_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:23 PM 120,960 psd_200530_172319_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:24 PM 120,960 psd_200530_172421_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:25 PM 120,960 psd_200530_172523_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:26 PM 120,960 psd_200530_172625_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:27 PM 120,960 psd_200530_172727_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:28 PM 120,960 psd_200530_172829_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:29 PM 120,960 psd_200530_172930_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:30 PM 120,960 psd_200530_173032_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:31 PM 120,960 psd_200530_173134_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:32 PM 120,960 psd_200530_173236_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:33 PM 120,960 psd_200530_173338_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:34 PM 120,960 psd_200530_173440_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:35 PM 120,960 psd_200530_173541_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:36 PM 120,960 psd_200530_173643_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:37 PM 120,960 psd_200530_173745_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:38 PM 120,960 psd_200530_173847_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:39 PM 120,960 psd_200530_173949_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:40 PM 120,960 psd_200530_174051_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:41 PM 120,960 psd_200530_174152_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:42 PM 120,960 psd_200530_174255_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:43 PM 120,960 psd_200530_174357_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:44 PM 120,960 psd_200530_174459_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:46 PM 120,960 psd_200530_174601_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:47 PM 120,960 psd_200530_174703_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:48 PM 120,960 psd_200530_174804_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:49 PM 120,960 psd_200530_174906_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:50 PM 120,960 psd_200530_175008_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:51 PM 120,960 psd_200530_175110_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:52 PM 120,960 psd_200530_175212_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:53 PM 120,960 psd_200530_175314_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:54 PM 120,960 psd_200530_175416_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:55 PM 120,960 psd_200530_175517_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:56 PM 120,960 psd_200530_175619_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:57 PM 120,960 psd_200530_175721_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:58 PM 120,960 psd_200530_175823_tint60s_sdr0_fsw.fits\n",
"05/30/2020 05:59 PM 120,960 psd_200530_175925_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:00 PM 120,960 psd_200530_180027_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:01 PM 120,960 psd_200530_180128_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:02 PM 120,960 psd_200530_180230_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:03 PM 120,960 psd_200530_180332_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:04 PM 120,960 psd_200530_180434_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:05 PM 120,960 psd_200530_180536_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:06 PM 120,960 psd_200530_180638_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:07 PM 120,960 psd_200530_180739_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:08 PM 120,960 psd_200530_180841_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:09 PM 120,960 psd_200530_180943_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:10 PM 120,960 psd_200530_181045_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:11 PM 120,960 psd_200530_181147_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:12 PM 120,960 psd_200530_181250_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:13 PM 120,960 psd_200530_181352_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:14 PM 120,960 psd_200530_181454_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:15 PM 120,960 psd_200530_181555_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:16 PM 120,960 psd_200530_181657_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:17 PM 120,960 psd_200530_181759_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:19 PM 120,960 psd_200530_181901_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:20 PM 120,960 psd_200530_182003_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:21 PM 120,960 psd_200530_182105_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:22 PM 120,960 psd_200530_182206_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:23 PM 120,960 psd_200530_182308_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:24 PM 120,960 psd_200530_182410_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:25 PM 120,960 psd_200530_182512_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:26 PM 120,960 psd_200530_182614_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:27 PM 120,960 psd_200530_182716_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:28 PM 120,960 psd_200530_182817_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:29 PM 120,960 psd_200530_182919_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:30 PM 120,960 psd_200530_183021_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:31 PM 120,960 psd_200530_183123_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:32 PM 120,960 psd_200530_183225_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:33 PM 120,960 psd_200530_183327_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:34 PM 120,960 psd_200530_183428_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:35 PM 120,960 psd_200530_183530_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:36 PM 120,960 psd_200530_183632_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:37 PM 120,960 psd_200530_183734_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:38 PM 120,960 psd_200530_183836_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:39 PM 120,960 psd_200530_183938_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:40 PM 120,960 psd_200530_184040_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:41 PM 120,960 psd_200530_184141_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:42 PM 120,960 psd_200530_184244_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:43 PM 120,960 psd_200530_184346_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:44 PM 120,960 psd_200530_184448_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:45 PM 120,960 psd_200530_184550_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:46 PM 120,960 psd_200530_184652_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:47 PM 120,960 psd_200530_184754_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:48 PM 120,960 psd_200530_184855_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:49 PM 120,960 psd_200530_184957_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:50 PM 120,960 psd_200530_185059_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:52 PM 120,960 psd_200530_185201_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:53 PM 120,960 psd_200530_185303_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:54 PM 120,960 psd_200530_185405_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:55 PM 120,960 psd_200530_185506_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:56 PM 120,960 psd_200530_185608_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:57 PM 120,960 psd_200530_185710_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:58 PM 120,960 psd_200530_185812_tint60s_sdr0_fsw.fits\n",
"05/30/2020 06:59 PM 120,960 psd_200530_185914_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:00 PM 120,960 psd_200530_190016_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:01 PM 120,960 psd_200530_190118_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:02 PM 120,960 psd_200530_190220_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:03 PM 120,960 psd_200530_190321_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:04 PM 120,960 psd_200530_190423_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:05 PM 120,960 psd_200530_190525_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:06 PM 120,960 psd_200530_190627_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:07 PM 120,960 psd_200530_190729_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:08 PM 120,960 psd_200530_190831_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:09 PM 120,960 psd_200530_190932_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:10 PM 120,960 psd_200530_191034_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:11 PM 120,960 psd_200530_191136_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:12 PM 120,960 psd_200530_191238_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:13 PM 120,960 psd_200530_191341_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:14 PM 120,960 psd_200530_191443_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:15 PM 120,960 psd_200530_191544_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:16 PM 120,960 psd_200530_191646_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:17 PM 120,960 psd_200530_191748_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:18 PM 120,960 psd_200530_191850_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:19 PM 120,960 psd_200530_191952_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:20 PM 120,960 psd_200530_192054_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:21 PM 120,960 psd_200530_192156_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:22 PM 120,960 psd_200530_192257_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:23 PM 120,960 psd_200530_192359_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:25 PM 120,960 psd_200530_192501_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:26 PM 120,960 psd_200530_192603_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:27 PM 120,960 psd_200530_192705_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:28 PM 120,960 psd_200530_192807_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:29 PM 120,960 psd_200530_192908_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:30 PM 120,960 psd_200530_193010_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:31 PM 120,960 psd_200530_193112_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:32 PM 120,960 psd_200530_193214_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:33 PM 120,960 psd_200530_193316_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:34 PM 120,960 psd_200530_193418_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:35 PM 120,960 psd_200530_193520_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:36 PM 120,960 psd_200530_193621_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:37 PM 120,960 psd_200530_193723_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:38 PM 120,960 psd_200530_193825_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:39 PM 120,960 psd_200530_193927_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:40 PM 120,960 psd_200530_194029_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:41 PM 120,960 psd_200530_194131_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:42 PM 120,960 psd_200530_194232_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:43 PM 120,960 psd_200530_194335_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:44 PM 120,960 psd_200530_194437_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:45 PM 120,960 psd_200530_194539_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:46 PM 120,960 psd_200530_194641_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:47 PM 120,960 psd_200530_194743_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:48 PM 120,960 psd_200530_194845_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:49 PM 120,960 psd_200530_194947_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:50 PM 120,960 psd_200530_195048_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:51 PM 120,960 psd_200530_195150_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:52 PM 120,960 psd_200530_195252_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:53 PM 120,960 psd_200530_195354_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:54 PM 120,960 psd_200530_195456_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:55 PM 120,960 psd_200530_195558_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:57 PM 120,960 psd_200530_195700_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:58 PM 120,960 psd_200530_195801_tint60s_sdr0_fsw.fits\n",
"05/30/2020 07:59 PM 120,960 psd_200530_195903_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:00 PM 120,960 psd_200530_200005_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:01 PM 120,960 psd_200530_200107_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:02 PM 120,960 psd_200530_200209_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:03 PM 120,960 psd_200530_200311_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:04 PM 120,960 psd_200530_200412_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:05 PM 120,960 psd_200530_200514_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:06 PM 120,960 psd_200530_200616_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:07 PM 120,960 psd_200530_200718_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:08 PM 120,960 psd_200530_200820_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:09 PM 120,960 psd_200530_200922_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:10 PM 120,960 psd_200530_201024_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:11 PM 120,960 psd_200530_201125_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:12 PM 120,960 psd_200530_201227_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:13 PM 120,960 psd_200530_201330_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:14 PM 120,960 psd_200530_201432_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:15 PM 120,960 psd_200530_201534_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:16 PM 120,960 psd_200530_201636_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:17 PM 120,960 psd_200530_201738_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:18 PM 120,960 psd_200530_201840_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:19 PM 120,960 psd_200530_201941_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:20 PM 120,960 psd_200530_202043_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:21 PM 120,960 psd_200530_202145_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:22 PM 120,960 psd_200530_202247_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:23 PM 120,960 psd_200530_202349_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:24 PM 120,960 psd_200530_202451_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:25 PM 120,960 psd_200530_202552_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:26 PM 120,960 psd_200530_202654_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:27 PM 120,960 psd_200530_202756_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:28 PM 120,960 psd_200530_202858_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:30 PM 120,960 psd_200530_203000_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:31 PM 120,960 psd_200530_203102_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:32 PM 120,960 psd_200530_203203_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:33 PM 120,960 psd_200530_203305_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:34 PM 120,960 psd_200530_203407_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:35 PM 120,960 psd_200530_203509_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:36 PM 120,960 psd_200530_203611_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:37 PM 120,960 psd_200530_203713_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:38 PM 120,960 psd_200530_203815_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:39 PM 120,960 psd_200530_203917_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:40 PM 120,960 psd_200530_204018_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:41 PM 120,960 psd_200530_204120_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:42 PM 120,960 psd_200530_204222_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:43 PM 120,960 psd_200530_204325_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:44 PM 120,960 psd_200530_204427_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:45 PM 120,960 psd_200530_204529_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:46 PM 120,960 psd_200530_204631_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:47 PM 120,960 psd_200530_204733_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:48 PM 120,960 psd_200530_204834_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:49 PM 120,960 psd_200530_204936_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:50 PM 120,960 psd_200530_205038_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:51 PM 120,960 psd_200530_205140_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:52 PM 120,960 psd_200530_205242_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:53 PM 120,960 psd_200530_205344_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:54 PM 120,960 psd_200530_205446_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:55 PM 120,960 psd_200530_205547_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:56 PM 120,960 psd_200530_205649_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:57 PM 120,960 psd_200530_205751_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:58 PM 120,960 psd_200530_205853_tint60s_sdr0_fsw.fits\n",
"05/30/2020 08:59 PM 120,960 psd_200530_205955_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:00 PM 120,960 psd_200530_210057_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:01 PM 120,960 psd_200530_210159_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:03 PM 120,960 psd_200530_210300_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:04 PM 120,960 psd_200530_210402_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:05 PM 120,960 psd_200530_210504_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:06 PM 120,960 psd_200530_210606_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:07 PM 120,960 psd_200530_210708_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:08 PM 120,960 psd_200530_210810_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:09 PM 120,960 psd_200530_210912_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:10 PM 120,960 psd_200530_211013_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:11 PM 120,960 psd_200530_211115_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:12 PM 120,960 psd_200530_211217_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:13 PM 120,960 psd_200530_211327_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:14 PM 120,960 psd_200530_211429_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:15 PM 120,960 psd_200530_211530_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:16 PM 120,960 psd_200530_211632_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:17 PM 120,960 psd_200530_211734_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:18 PM 120,960 psd_200530_211836_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:19 PM 120,960 psd_200530_211938_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:20 PM 120,960 psd_200530_212040_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:21 PM 120,960 psd_200530_212142_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:22 PM 120,960 psd_200530_212243_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:23 PM 120,960 psd_200530_212345_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:24 PM 120,960 psd_200530_212447_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:25 PM 120,960 psd_200530_212549_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:26 PM 120,960 psd_200530_212651_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:27 PM 120,960 psd_200530_212753_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:28 PM 120,960 psd_200530_212855_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:29 PM 120,960 psd_200530_212956_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:30 PM 120,960 psd_200530_213058_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:32 PM 120,960 psd_200530_213200_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:33 PM 120,960 psd_200530_213302_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:34 PM 120,960 psd_200530_213404_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:35 PM 120,960 psd_200530_213506_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:36 PM 120,960 psd_200530_213608_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:37 PM 120,960 psd_200530_213710_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:38 PM 120,960 psd_200530_213811_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:39 PM 120,960 psd_200530_213913_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:40 PM 120,960 psd_200530_214015_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:41 PM 120,960 psd_200530_214117_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:42 PM 120,960 psd_200530_214219_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:43 PM 120,960 psd_200530_214321_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:44 PM 120,960 psd_200530_214424_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:45 PM 120,960 psd_200530_214525_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:46 PM 120,960 psd_200530_214627_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:47 PM 120,960 psd_200530_214729_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:48 PM 120,960 psd_200530_214831_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:49 PM 120,960 psd_200530_214933_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:50 PM 120,960 psd_200530_215035_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:51 PM 120,960 psd_200530_215137_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:52 PM 120,960 psd_200530_215238_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:53 PM 120,960 psd_200530_215340_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:54 PM 120,960 psd_200530_215442_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:55 PM 120,960 psd_200530_215544_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:56 PM 120,960 psd_200530_215646_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:57 PM 120,960 psd_200530_215748_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:58 PM 120,960 psd_200530_215850_tint60s_sdr0_fsw.fits\n",
"05/30/2020 09:59 PM 120,960 psd_200530_215952_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:00 PM 120,960 psd_200530_220053_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:01 PM 120,960 psd_200530_220155_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:02 PM 120,960 psd_200530_220257_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:03 PM 120,960 psd_200530_220359_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:05 PM 120,960 psd_200530_220501_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:06 PM 120,960 psd_200530_220603_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:07 PM 120,960 psd_200530_220705_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:08 PM 120,960 psd_200530_220807_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:09 PM 120,960 psd_200530_220909_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:10 PM 120,960 psd_200530_221010_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:11 PM 120,960 psd_200530_221112_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:12 PM 120,960 psd_200530_221214_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:13 PM 120,960 psd_200530_221316_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:14 PM 120,960 psd_200530_221419_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:15 PM 120,960 psd_200530_221521_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:16 PM 120,960 psd_200530_221623_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:17 PM 120,960 psd_200530_221725_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:18 PM 120,960 psd_200530_221826_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:19 PM 120,960 psd_200530_221928_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:20 PM 120,960 psd_200530_222030_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:21 PM 120,960 psd_200530_222132_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:22 PM 120,960 psd_200530_222234_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:23 PM 120,960 psd_200530_222336_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:24 PM 120,960 psd_200530_222438_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:25 PM 120,960 psd_200530_222540_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:26 PM 120,960 psd_200530_222641_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:27 PM 120,960 psd_200530_222743_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:28 PM 120,960 psd_200530_222845_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:29 PM 120,960 psd_200530_222947_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:30 PM 120,960 psd_200530_223049_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:31 PM 120,960 psd_200530_223151_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:32 PM 120,960 psd_200530_223253_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:33 PM 120,960 psd_200530_223355_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:34 PM 120,960 psd_200530_223456_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:35 PM 120,960 psd_200530_223558_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:37 PM 120,960 psd_200530_223700_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:38 PM 120,960 psd_200530_223802_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:39 PM 120,960 psd_200530_223904_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:40 PM 120,960 psd_200530_224006_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:41 PM 120,960 psd_200530_224108_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:42 PM 120,960 psd_200530_224209_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:43 PM 120,960 psd_200530_224311_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:44 PM 120,960 psd_200530_224414_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:45 PM 120,960 psd_200530_224516_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:46 PM 120,960 psd_200530_224618_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:47 PM 120,960 psd_200530_224720_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:48 PM 120,960 psd_200530_224822_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:49 PM 120,960 psd_200530_224924_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:50 PM 120,960 psd_200530_225026_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:51 PM 120,960 psd_200530_225127_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:52 PM 120,960 psd_200530_225229_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:53 PM 120,960 psd_200530_225331_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:54 PM 120,960 psd_200530_225433_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:55 PM 120,960 psd_200530_225535_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:56 PM 120,960 psd_200530_225637_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:57 PM 120,960 psd_200530_225739_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:58 PM 120,960 psd_200530_225840_tint60s_sdr0_fsw.fits\n",
"05/30/2020 10:59 PM 120,960 psd_200530_225942_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:00 PM 120,960 psd_200530_230044_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:01 PM 120,960 psd_200530_230146_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:02 PM 120,960 psd_200530_230248_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:03 PM 120,960 psd_200530_230350_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:04 PM 120,960 psd_200530_230452_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:05 PM 120,960 psd_200530_230553_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:06 PM 120,960 psd_200530_230655_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:07 PM 120,960 psd_200530_230757_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:08 PM 120,960 psd_200530_230859_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:10 PM 120,960 psd_200530_231001_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:11 PM 120,960 psd_200530_231103_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:12 PM 120,960 psd_200530_231205_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:13 PM 120,960 psd_200530_231307_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:14 PM 120,960 psd_200530_231410_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:15 PM 120,960 psd_200530_231511_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:16 PM 120,960 psd_200530_231613_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:17 PM 120,960 psd_200530_231715_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:18 PM 120,960 psd_200530_231817_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:19 PM 120,960 psd_200530_231919_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:20 PM 120,960 psd_200530_232021_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:21 PM 120,960 psd_200530_232123_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:22 PM 120,960 psd_200530_232225_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:23 PM 120,960 psd_200530_232326_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:24 PM 120,960 psd_200530_232428_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:25 PM 120,960 psd_200530_232530_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:26 PM 120,960 psd_200530_232632_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:27 PM 120,960 psd_200530_232734_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:28 PM 120,960 psd_200530_232836_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:29 PM 120,960 psd_200530_232938_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:30 PM 120,960 psd_200530_233039_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:31 PM 120,960 psd_200530_233141_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:32 PM 120,960 psd_200530_233243_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:33 PM 120,960 psd_200530_233345_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:34 PM 120,960 psd_200530_233447_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:35 PM 120,960 psd_200530_233549_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:36 PM 120,960 psd_200530_233651_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:37 PM 120,960 psd_200530_233753_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:38 PM 120,960 psd_200530_233854_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:39 PM 120,960 psd_200530_233956_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:40 PM 120,960 psd_200530_234058_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:42 PM 120,960 psd_200530_234200_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:43 PM 120,960 psd_200530_234302_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:44 PM 120,960 psd_200530_234405_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:45 PM 120,960 psd_200530_234507_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:46 PM 120,960 psd_200530_234609_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:47 PM 120,960 psd_200530_234711_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:48 PM 120,960 psd_200530_234812_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:49 PM 120,960 psd_200530_234914_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:50 PM 120,960 psd_200530_235016_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:51 PM 120,960 psd_200530_235118_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:52 PM 120,960 psd_200530_235220_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:53 PM 120,960 psd_200530_235322_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:54 PM 120,960 psd_200530_235424_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:55 PM 120,960 psd_200530_235525_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:56 PM 120,960 psd_200530_235627_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:57 PM 120,960 psd_200530_235729_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:58 PM 120,960 psd_200530_235831_tint60s_sdr0_fsw.fits\n",
"05/30/2020 11:59 PM 120,960 psd_200530_235933_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:00 AM 120,960 psd_200531_000035_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:01 AM 120,960 psd_200531_000137_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:02 AM 120,960 psd_200531_000239_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:03 AM 120,960 psd_200531_000340_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:04 AM 120,960 psd_200531_000442_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:05 AM 120,960 psd_200531_000544_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:06 AM 120,960 psd_200531_000646_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:07 AM 120,960 psd_200531_000748_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:08 AM 120,960 psd_200531_000850_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:09 AM 120,960 psd_200531_000952_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:10 AM 120,960 psd_200531_001054_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:11 AM 120,960 psd_200531_001156_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:12 AM 120,960 psd_200531_001258_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:14 AM 120,960 psd_200531_001400_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:15 AM 120,960 psd_200531_001502_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:16 AM 120,960 psd_200531_001604_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:17 AM 120,960 psd_200531_001706_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:18 AM 120,960 psd_200531_001808_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:19 AM 120,960 psd_200531_001910_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:20 AM 120,960 psd_200531_002012_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:21 AM 120,960 psd_200531_002113_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:22 AM 120,960 psd_200531_002215_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:23 AM 120,960 psd_200531_002317_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:24 AM 120,960 psd_200531_002419_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:25 AM 120,960 psd_200531_002521_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:26 AM 120,960 psd_200531_002623_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:27 AM 120,960 psd_200531_002725_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:28 AM 120,960 psd_200531_002827_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:29 AM 120,960 psd_200531_002928_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:30 AM 120,960 psd_200531_003030_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:31 AM 120,960 psd_200531_003132_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:32 AM 120,960 psd_200531_003234_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:33 AM 120,960 psd_200531_003336_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:34 AM 120,960 psd_200531_003438_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:35 AM 120,960 psd_200531_003540_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:36 AM 120,960 psd_200531_003642_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:37 AM 120,960 psd_200531_003743_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:38 AM 120,960 psd_200531_003845_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:39 AM 120,960 psd_200531_003947_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:40 AM 120,960 psd_200531_004049_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:41 AM 120,960 psd_200531_004151_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:42 AM 120,960 psd_200531_004253_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:43 AM 120,960 psd_200531_004355_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:44 AM 120,960 psd_200531_004458_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:45 AM 120,960 psd_200531_004559_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:47 AM 120,960 psd_200531_004701_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:48 AM 120,960 psd_200531_004803_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:49 AM 120,960 psd_200531_004905_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:50 AM 120,960 psd_200531_005007_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:51 AM 120,960 psd_200531_005109_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:52 AM 120,960 psd_200531_005211_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:53 AM 120,960 psd_200531_005313_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:54 AM 120,960 psd_200531_005414_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:55 AM 120,960 psd_200531_005516_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:56 AM 120,960 psd_200531_005618_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:57 AM 120,960 psd_200531_005720_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:58 AM 120,960 psd_200531_005822_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:59 AM 120,960 psd_200531_005924_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:00 AM 120,960 psd_200531_010026_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:01 AM 120,960 psd_200531_010128_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:02 AM 120,960 psd_200531_010229_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:03 AM 120,960 psd_200531_010331_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:04 AM 120,960 psd_200531_010433_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:05 AM 120,960 psd_200531_010535_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:06 AM 120,960 psd_200531_010637_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:07 AM 120,960 psd_200531_010739_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:08 AM 120,960 psd_200531_010841_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:09 AM 120,960 psd_200531_010942_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:10 AM 120,960 psd_200531_011044_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:11 AM 120,960 psd_200531_011146_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:12 AM 120,960 psd_200531_011248_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:13 AM 120,960 psd_200531_011350_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:14 AM 120,960 psd_200531_011453_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:15 AM 120,960 psd_200531_011555_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:16 AM 120,960 psd_200531_011657_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:17 AM 120,960 psd_200531_011758_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:19 AM 120,960 psd_200531_011900_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:20 AM 120,960 psd_200531_012002_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:21 AM 120,960 psd_200531_012104_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:22 AM 120,960 psd_200531_012206_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:23 AM 120,960 psd_200531_012308_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:24 AM 120,960 psd_200531_012410_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:25 AM 120,960 psd_200531_012512_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:26 AM 120,960 psd_200531_012614_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:27 AM 120,960 psd_200531_012716_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:28 AM 120,960 psd_200531_012817_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:29 AM 120,960 psd_200531_012919_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:30 AM 120,960 psd_200531_013021_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:31 AM 120,960 psd_200531_013123_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:32 AM 120,960 psd_200531_013225_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:33 AM 120,960 psd_200531_013327_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:34 AM 120,960 psd_200531_013429_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:35 AM 120,960 psd_200531_013530_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:36 AM 120,960 psd_200531_013632_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:37 AM 120,960 psd_200531_013734_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:38 AM 120,960 psd_200531_013836_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:39 AM 120,960 psd_200531_013938_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:40 AM 120,960 psd_200531_014040_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:41 AM 120,960 psd_200531_014142_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:42 AM 120,960 psd_200531_014244_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:43 AM 120,960 psd_200531_014345_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:44 AM 120,960 psd_200531_014448_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:45 AM 120,960 psd_200531_014550_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:46 AM 120,960 psd_200531_014652_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:47 AM 120,960 psd_200531_014754_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:48 AM 120,960 psd_200531_014856_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:49 AM 120,960 psd_200531_014958_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:51 AM 120,960 psd_200531_015100_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:52 AM 120,960 psd_200531_015202_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:53 AM 120,960 psd_200531_015303_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:54 AM 120,960 psd_200531_015405_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:55 AM 120,960 psd_200531_015507_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:56 AM 120,960 psd_200531_015609_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:57 AM 120,960 psd_200531_015711_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:58 AM 120,960 psd_200531_015813_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:59 AM 120,960 psd_200531_015915_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:00 AM 120,960 psd_200531_020017_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:01 AM 120,960 psd_200531_020118_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:02 AM 120,960 psd_200531_020220_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:03 AM 120,960 psd_200531_020322_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:04 AM 120,960 psd_200531_020424_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:05 AM 120,960 psd_200531_020526_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:06 AM 120,960 psd_200531_020628_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:07 AM 120,960 psd_200531_020730_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:08 AM 120,960 psd_200531_020831_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:09 AM 120,960 psd_200531_020933_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:10 AM 120,960 psd_200531_021035_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:11 AM 120,960 psd_200531_021137_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:12 AM 120,960 psd_200531_021239_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:13 AM 120,960 psd_200531_021341_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:14 AM 120,960 psd_200531_021444_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:15 AM 120,960 psd_200531_021546_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:16 AM 120,960 psd_200531_021648_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:17 AM 120,960 psd_200531_021750_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:18 AM 120,960 psd_200531_021852_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:19 AM 120,960 psd_200531_021953_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:20 AM 120,960 psd_200531_022055_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:21 AM 120,960 psd_200531_022157_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:22 AM 120,960 psd_200531_022259_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:24 AM 120,960 psd_200531_022401_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:25 AM 120,960 psd_200531_022503_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:26 AM 120,960 psd_200531_022605_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:27 AM 120,960 psd_200531_022707_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:28 AM 120,960 psd_200531_022808_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:29 AM 120,960 psd_200531_022910_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:30 AM 120,960 psd_200531_023012_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:31 AM 120,960 psd_200531_023114_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:32 AM 120,960 psd_200531_023216_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:33 AM 120,960 psd_200531_023318_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:34 AM 120,960 psd_200531_023420_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:35 AM 120,960 psd_200531_023521_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:36 AM 120,960 psd_200531_023623_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:37 AM 120,960 psd_200531_023725_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:38 AM 120,960 psd_200531_023827_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:39 AM 120,960 psd_200531_023929_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:40 AM 120,960 psd_200531_024031_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:41 AM 120,960 psd_200531_024133_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:42 AM 120,960 psd_200531_024235_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:43 AM 120,960 psd_200531_024337_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:44 AM 120,960 psd_200531_024446_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:45 AM 120,960 psd_200531_024548_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:46 AM 120,960 psd_200531_024650_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:47 AM 120,960 psd_200531_024752_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:48 AM 120,960 psd_200531_024854_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:49 AM 120,960 psd_200531_024956_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:50 AM 120,960 psd_200531_025057_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:51 AM 120,960 psd_200531_025159_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:53 AM 120,960 psd_200531_025301_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:54 AM 120,960 psd_200531_025403_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:55 AM 120,960 psd_200531_025505_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:56 AM 120,960 psd_200531_025607_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:57 AM 120,960 psd_200531_025709_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:58 AM 120,960 psd_200531_025811_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:59 AM 120,960 psd_200531_025913_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:00 AM 120,960 psd_200531_030014_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:01 AM 120,960 psd_200531_030116_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:02 AM 120,960 psd_200531_030218_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:03 AM 120,960 psd_200531_030320_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:04 AM 120,960 psd_200531_030422_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:05 AM 120,960 psd_200531_030524_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:06 AM 120,960 psd_200531_030626_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:07 AM 120,960 psd_200531_030728_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:08 AM 120,960 psd_200531_030829_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:09 AM 120,960 psd_200531_030931_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:10 AM 120,960 psd_200531_031033_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:11 AM 120,960 psd_200531_031135_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:12 AM 120,960 psd_200531_031237_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:13 AM 120,960 psd_200531_031339_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:14 AM 120,960 psd_200531_031442_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:15 AM 120,960 psd_200531_031544_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:16 AM 120,960 psd_200531_031645_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:17 AM 120,960 psd_200531_031747_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:18 AM 120,960 psd_200531_031849_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:19 AM 120,960 psd_200531_031951_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:20 AM 120,960 psd_200531_032053_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:21 AM 120,960 psd_200531_032155_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:22 AM 120,960 psd_200531_032257_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:23 AM 120,960 psd_200531_032359_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:25 AM 120,960 psd_200531_032500_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:26 AM 120,960 psd_200531_032602_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:27 AM 120,960 psd_200531_032704_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:28 AM 120,960 psd_200531_032806_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:29 AM 120,960 psd_200531_032908_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:30 AM 120,960 psd_200531_033010_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:31 AM 120,960 psd_200531_033112_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:32 AM 120,960 psd_200531_033214_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:33 AM 120,960 psd_200531_033315_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:34 AM 120,960 psd_200531_033417_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:35 AM 120,960 psd_200531_033519_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:36 AM 120,960 psd_200531_033621_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:37 AM 120,960 psd_200531_033723_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:38 AM 120,960 psd_200531_033825_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:39 AM 120,960 psd_200531_033927_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:40 AM 120,960 psd_200531_034029_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:41 AM 120,960 psd_200531_034130_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:42 AM 120,960 psd_200531_034232_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:43 AM 120,960 psd_200531_034334_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:44 AM 120,960 psd_200531_034436_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:45 AM 120,960 psd_200531_034539_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:46 AM 120,960 psd_200531_034641_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:47 AM 120,960 psd_200531_034743_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:48 AM 120,960 psd_200531_034845_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:49 AM 120,960 psd_200531_034947_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:50 AM 120,960 psd_200531_035048_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:51 AM 120,960 psd_200531_035150_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:52 AM 120,960 psd_200531_035252_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:53 AM 120,960 psd_200531_035354_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:54 AM 120,960 psd_200531_035456_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:55 AM 120,960 psd_200531_035558_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:57 AM 120,960 psd_200531_035700_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:58 AM 120,960 psd_200531_035802_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:59 AM 120,960 psd_200531_035903_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:00 AM 120,960 psd_200531_040005_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:01 AM 120,960 psd_200531_040107_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:02 AM 120,960 psd_200531_040209_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:03 AM 120,960 psd_200531_040311_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:04 AM 120,960 psd_200531_040413_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:05 AM 120,960 psd_200531_040515_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:06 AM 120,960 psd_200531_040616_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:07 AM 120,960 psd_200531_040718_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:08 AM 120,960 psd_200531_040820_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:09 AM 120,960 psd_200531_040922_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:10 AM 120,960 psd_200531_041024_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:11 AM 120,960 psd_200531_041126_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:12 AM 120,960 psd_200531_041228_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:13 AM 120,960 psd_200531_041330_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:14 AM 120,960 psd_200531_041432_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:15 AM 120,960 psd_200531_041535_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:16 AM 120,960 psd_200531_041636_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:17 AM 120,960 psd_200531_041738_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:18 AM 120,960 psd_200531_041840_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:19 AM 120,960 psd_200531_041942_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:20 AM 120,960 psd_200531_042044_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:21 AM 120,960 psd_200531_042146_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:22 AM 120,960 psd_200531_042248_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:23 AM 120,960 psd_200531_042349_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:24 AM 120,960 psd_200531_042451_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:25 AM 120,960 psd_200531_042553_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:26 AM 120,960 psd_200531_042655_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:27 AM 120,960 psd_200531_042757_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:28 AM 120,960 psd_200531_042859_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:30 AM 120,960 psd_200531_043001_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:31 AM 120,960 psd_200531_043103_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:32 AM 120,960 psd_200531_043204_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:33 AM 120,960 psd_200531_043306_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:34 AM 120,960 psd_200531_043408_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:35 AM 120,960 psd_200531_043510_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:36 AM 120,960 psd_200531_043612_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:37 AM 120,960 psd_200531_043714_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:38 AM 120,960 psd_200531_043816_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:39 AM 120,960 psd_200531_043918_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:40 AM 120,960 psd_200531_044020_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:41 AM 120,960 psd_200531_044121_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:42 AM 120,960 psd_200531_044223_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:43 AM 120,960 psd_200531_044325_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:44 AM 120,960 psd_200531_044427_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:45 AM 120,960 psd_200531_044530_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:46 AM 120,960 psd_200531_044632_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:47 AM 120,960 psd_200531_044734_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:48 AM 120,960 psd_200531_044836_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:49 AM 120,960 psd_200531_044937_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:50 AM 120,960 psd_200531_045039_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:51 AM 120,960 psd_200531_045141_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:52 AM 120,960 psd_200531_045243_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:53 AM 120,960 psd_200531_045345_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:54 AM 120,960 psd_200531_045447_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:55 AM 120,960 psd_200531_045549_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:56 AM 120,960 psd_200531_045651_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:57 AM 120,960 psd_200531_045753_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:58 AM 120,960 psd_200531_045854_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:59 AM 120,960 psd_200531_045956_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:00 AM 120,960 psd_200531_050058_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:02 AM 120,960 psd_200531_050200_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:03 AM 120,960 psd_200531_050302_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:04 AM 120,960 psd_200531_050404_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:05 AM 120,960 psd_200531_050506_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:06 AM 120,960 psd_200531_050608_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:07 AM 120,960 psd_200531_050710_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:08 AM 120,960 psd_200531_050811_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:09 AM 120,960 psd_200531_050913_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:10 AM 120,960 psd_200531_051015_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:11 AM 120,960 psd_200531_051117_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:12 AM 120,960 psd_200531_051219_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:13 AM 120,960 psd_200531_051321_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:14 AM 120,960 psd_200531_051423_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:15 AM 120,960 psd_200531_051526_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:16 AM 120,960 psd_200531_051628_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:17 AM 120,960 psd_200531_051729_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:18 AM 120,960 psd_200531_051831_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:19 AM 120,960 psd_200531_051933_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:20 AM 120,960 psd_200531_052035_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:21 AM 120,960 psd_200531_052137_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:22 AM 120,960 psd_200531_052239_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:23 AM 120,960 psd_200531_052341_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:24 AM 120,960 psd_200531_052442_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:25 AM 120,960 psd_200531_052544_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:26 AM 120,960 psd_200531_052646_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:27 AM 120,960 psd_200531_052748_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:28 AM 120,960 psd_200531_052850_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:29 AM 120,960 psd_200531_052952_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:30 AM 120,960 psd_200531_053054_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:31 AM 120,960 psd_200531_053156_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:32 AM 120,960 psd_200531_053257_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:33 AM 120,960 psd_200531_053359_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:35 AM 120,960 psd_200531_053501_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:36 AM 120,960 psd_200531_053603_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:37 AM 120,960 psd_200531_053705_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:38 AM 120,960 psd_200531_053807_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:39 AM 120,960 psd_200531_053909_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:40 AM 120,960 psd_200531_054011_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:41 AM 120,960 psd_200531_054112_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:42 AM 120,960 psd_200531_054214_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:43 AM 120,960 psd_200531_054316_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:44 AM 120,960 psd_200531_054418_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:45 AM 120,960 psd_200531_054521_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:46 AM 120,960 psd_200531_054623_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:47 AM 120,960 psd_200531_054725_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:48 AM 120,960 psd_200531_054827_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:49 AM 120,960 psd_200531_054929_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:50 AM 120,960 psd_200531_055030_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:51 AM 120,960 psd_200531_055132_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:52 AM 120,960 psd_200531_055234_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:53 AM 120,960 psd_200531_055336_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:54 AM 120,960 psd_200531_055438_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:55 AM 120,960 psd_200531_055540_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:56 AM 120,960 psd_200531_055642_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:57 AM 120,960 psd_200531_055744_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:58 AM 120,960 psd_200531_055846_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:59 AM 120,960 psd_200531_055947_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:00 AM 120,960 psd_200531_060049_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:01 AM 120,960 psd_200531_060151_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:02 AM 120,960 psd_200531_060253_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:03 AM 120,960 psd_200531_060355_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:04 AM 120,960 psd_200531_060457_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:05 AM 120,960 psd_200531_060559_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:07 AM 120,960 psd_200531_060701_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:08 AM 120,960 psd_200531_060803_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:09 AM 120,960 psd_200531_060904_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:10 AM 120,960 psd_200531_061006_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:11 AM 120,960 psd_200531_061108_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:12 AM 120,960 psd_200531_061210_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:13 AM 120,960 psd_200531_061312_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:14 AM 120,960 psd_200531_061414_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:15 AM 120,960 psd_200531_061517_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:16 AM 120,960 psd_200531_061619_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:17 AM 120,960 psd_200531_061720_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:18 AM 120,960 psd_200531_061822_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:19 AM 120,960 psd_200531_061924_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:20 AM 120,960 psd_200531_062026_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:21 AM 120,960 psd_200531_062128_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:22 AM 120,960 psd_200531_062230_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:23 AM 120,960 psd_200531_062332_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:24 AM 120,960 psd_200531_062434_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:25 AM 120,960 psd_200531_062536_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:26 AM 120,960 psd_200531_062637_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:27 AM 120,960 psd_200531_062739_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:28 AM 120,960 psd_200531_062841_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:29 AM 120,960 psd_200531_062943_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:30 AM 120,960 psd_200531_063045_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:31 AM 120,960 psd_200531_063147_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:32 AM 120,960 psd_200531_063249_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:33 AM 120,960 psd_200531_063351_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:34 AM 120,960 psd_200531_063452_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:35 AM 120,960 psd_200531_063554_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:36 AM 120,960 psd_200531_063656_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:37 AM 120,960 psd_200531_063758_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:39 AM 120,960 psd_200531_063900_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:40 AM 120,960 psd_200531_064002_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:41 AM 120,960 psd_200531_064104_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:42 AM 120,960 psd_200531_064205_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:43 AM 120,960 psd_200531_064307_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:44 AM 120,960 psd_200531_064409_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:45 AM 120,960 psd_200531_064511_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:46 AM 120,960 psd_200531_064614_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:47 AM 120,960 psd_200531_064716_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:48 AM 120,960 psd_200531_064818_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:49 AM 120,960 psd_200531_064920_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:50 AM 120,960 psd_200531_065022_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:51 AM 120,960 psd_200531_065124_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:52 AM 120,960 psd_200531_065225_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:53 AM 120,960 psd_200531_065327_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:54 AM 120,960 psd_200531_065429_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:55 AM 120,960 psd_200531_065531_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:56 AM 120,960 psd_200531_065633_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:57 AM 120,960 psd_200531_065735_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:58 AM 120,960 psd_200531_065837_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:59 AM 120,960 psd_200531_065939_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:00 AM 120,960 psd_200531_070041_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:01 AM 120,960 psd_200531_070142_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:02 AM 120,960 psd_200531_070244_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:03 AM 120,960 psd_200531_070346_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:04 AM 120,960 psd_200531_070448_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:05 AM 120,960 psd_200531_070550_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:06 AM 120,960 psd_200531_070652_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:07 AM 120,960 psd_200531_070754_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:08 AM 120,960 psd_200531_070856_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:09 AM 120,960 psd_200531_070957_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:10 AM 120,960 psd_200531_071059_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:12 AM 120,960 psd_200531_071201_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:13 AM 120,960 psd_200531_071303_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:14 AM 120,960 psd_200531_071405_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:15 AM 120,960 psd_200531_071507_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:16 AM 120,960 psd_200531_071610_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:17 AM 120,960 psd_200531_071712_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:18 AM 120,960 psd_200531_071814_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:19 AM 120,960 psd_200531_071915_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:20 AM 120,960 psd_200531_072017_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:21 AM 120,960 psd_200531_072119_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:22 AM 120,960 psd_200531_072221_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:23 AM 120,960 psd_200531_072323_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:24 AM 120,960 psd_200531_072425_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:25 AM 120,960 psd_200531_072527_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:26 AM 120,960 psd_200531_072628_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:27 AM 120,960 psd_200531_072730_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:28 AM 120,960 psd_200531_072832_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:29 AM 120,960 psd_200531_072934_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:30 AM 120,960 psd_200531_073036_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:31 AM 120,960 psd_200531_073138_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:32 AM 120,960 psd_200531_073240_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:33 AM 120,960 psd_200531_073342_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:34 AM 120,960 psd_200531_073443_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:35 AM 120,960 psd_200531_073545_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:36 AM 120,960 psd_200531_073647_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:37 AM 120,960 psd_200531_073749_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:38 AM 120,960 psd_200531_073851_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:39 AM 120,960 psd_200531_073953_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:40 AM 120,960 psd_200531_074055_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:41 AM 120,960 psd_200531_074157_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:42 AM 120,960 psd_200531_074259_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:44 AM 120,960 psd_200531_074400_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:45 AM 120,960 psd_200531_074502_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:46 AM 120,960 psd_200531_074605_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:47 AM 120,960 psd_200531_074707_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:48 AM 120,960 psd_200531_074809_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:49 AM 120,960 psd_200531_074911_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:50 AM 120,960 psd_200531_075013_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:51 AM 120,960 psd_200531_075115_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:52 AM 120,960 psd_200531_075216_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:53 AM 120,960 psd_200531_075318_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:54 AM 120,960 psd_200531_075420_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:55 AM 120,960 psd_200531_075522_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:56 AM 120,960 psd_200531_075624_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:57 AM 120,960 psd_200531_075726_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:58 AM 120,960 psd_200531_075828_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:59 AM 120,960 psd_200531_075930_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:00 AM 120,960 psd_200531_080031_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:01 AM 120,960 psd_200531_080133_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:02 AM 120,960 psd_200531_080235_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:03 AM 120,960 psd_200531_080337_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:04 AM 120,960 psd_200531_080439_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:05 AM 120,960 psd_200531_080541_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:06 AM 120,960 psd_200531_080643_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:07 AM 120,960 psd_200531_080745_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:08 AM 120,960 psd_200531_080847_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:09 AM 120,960 psd_200531_080948_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:10 AM 120,960 psd_200531_081050_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:11 AM 120,960 psd_200531_081152_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:12 AM 120,960 psd_200531_081254_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:13 AM 120,960 psd_200531_081356_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:14 AM 120,960 psd_200531_081458_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:16 AM 120,960 psd_200531_081607_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:17 AM 120,960 psd_200531_081709_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:18 AM 120,960 psd_200531_081811_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:19 AM 120,960 psd_200531_081913_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:20 AM 120,960 psd_200531_082015_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:21 AM 120,960 psd_200531_082117_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:22 AM 120,960 psd_200531_082219_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:23 AM 120,960 psd_200531_082321_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:24 AM 120,960 psd_200531_082422_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:25 AM 120,960 psd_200531_082524_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:26 AM 120,960 psd_200531_082626_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:27 AM 120,960 psd_200531_082728_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:28 AM 120,960 psd_200531_082830_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:29 AM 120,960 psd_200531_082932_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:30 AM 120,960 psd_200531_083034_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:31 AM 120,960 psd_200531_083136_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:32 AM 120,960 psd_200531_083237_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:33 AM 120,960 psd_200531_083339_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:34 AM 120,960 psd_200531_083441_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:35 AM 120,960 psd_200531_083543_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:36 AM 120,960 psd_200531_083645_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:37 AM 120,960 psd_200531_083747_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:38 AM 120,960 psd_200531_083849_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:39 AM 120,960 psd_200531_083951_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:40 AM 120,960 psd_200531_084053_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:41 AM 120,960 psd_200531_084155_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:42 AM 120,960 psd_200531_084256_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:43 AM 120,960 psd_200531_084358_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:45 AM 120,960 psd_200531_084500_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:46 AM 120,960 psd_200531_084603_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:47 AM 120,960 psd_200531_084705_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:48 AM 120,960 psd_200531_084807_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:49 AM 120,960 psd_200531_084909_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:50 AM 120,960 psd_200531_085011_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:51 AM 120,960 psd_200531_085113_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:52 AM 120,960 psd_200531_085214_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:53 AM 120,960 psd_200531_085316_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:54 AM 120,960 psd_200531_085418_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:55 AM 120,960 psd_200531_085520_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:56 AM 120,960 psd_200531_085622_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:57 AM 120,960 psd_200531_085724_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:58 AM 120,960 psd_200531_085826_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:59 AM 120,960 psd_200531_085928_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:00 AM 120,960 psd_200531_090029_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:01 AM 120,960 psd_200531_090131_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:02 AM 120,960 psd_200531_090233_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:03 AM 120,960 psd_200531_090335_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:04 AM 120,960 psd_200531_090437_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:05 AM 120,960 psd_200531_090539_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:06 AM 120,960 psd_200531_090641_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:07 AM 120,960 psd_200531_090743_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:08 AM 120,960 psd_200531_090845_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:09 AM 120,960 psd_200531_090946_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:10 AM 120,960 psd_200531_091048_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:11 AM 120,960 psd_200531_091150_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:12 AM 120,960 psd_200531_091252_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:13 AM 120,960 psd_200531_091354_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:14 AM 120,960 psd_200531_091456_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:15 AM 120,960 psd_200531_091559_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:17 AM 120,960 psd_200531_091701_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:18 AM 120,960 psd_200531_091803_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:19 AM 120,960 psd_200531_091905_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:20 AM 120,960 psd_200531_092006_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:21 AM 120,960 psd_200531_092108_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:22 AM 120,960 psd_200531_092210_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:23 AM 120,960 psd_200531_092312_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:24 AM 120,960 psd_200531_092414_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:25 AM 120,960 psd_200531_092516_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:26 AM 120,960 psd_200531_092618_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:27 AM 120,960 psd_200531_092720_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:28 AM 120,960 psd_200531_092821_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:29 AM 120,960 psd_200531_092923_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:30 AM 120,960 psd_200531_093025_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:31 AM 120,960 psd_200531_093127_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:32 AM 120,960 psd_200531_093229_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:33 AM 120,960 psd_200531_093331_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:34 AM 120,960 psd_200531_093433_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:35 AM 120,960 psd_200531_093534_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:36 AM 120,960 psd_200531_093636_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:37 AM 120,960 psd_200531_093738_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:38 AM 120,960 psd_200531_093840_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:39 AM 120,960 psd_200531_093942_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:40 AM 120,960 psd_200531_094044_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:41 AM 120,960 psd_200531_094146_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:42 AM 120,960 psd_200531_094248_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:43 AM 120,960 psd_200531_094349_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:44 AM 120,960 psd_200531_094451_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:45 AM 120,960 psd_200531_094553_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:46 AM 120,960 psd_200531_094656_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:47 AM 120,960 psd_200531_094758_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:49 AM 120,960 psd_200531_094900_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:50 AM 120,960 psd_200531_095002_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:51 AM 120,960 psd_200531_095104_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:52 AM 120,960 psd_200531_095206_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:53 AM 120,960 psd_200531_095307_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:54 AM 120,960 psd_200531_095409_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:55 AM 120,960 psd_200531_095511_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:56 AM 120,960 psd_200531_095613_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:57 AM 120,960 psd_200531_095715_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:58 AM 120,960 psd_200531_095817_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:59 AM 120,960 psd_200531_095919_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:00 AM 120,960 psd_200531_100021_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:01 AM 120,960 psd_200531_100122_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:02 AM 120,960 psd_200531_100224_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:03 AM 120,960 psd_200531_100326_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:04 AM 120,960 psd_200531_100428_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:05 AM 120,960 psd_200531_100530_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:06 AM 120,960 psd_200531_100632_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:07 AM 120,960 psd_200531_100734_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:08 AM 120,960 psd_200531_100836_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:09 AM 120,960 psd_200531_100937_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:10 AM 120,960 psd_200531_101039_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:11 AM 120,960 psd_200531_101141_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:12 AM 120,960 psd_200531_101243_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:13 AM 120,960 psd_200531_101345_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:14 AM 120,960 psd_200531_101447_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:15 AM 120,960 psd_200531_101549_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:16 AM 120,960 psd_200531_101652_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:17 AM 120,960 psd_200531_101754_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:18 AM 120,960 psd_200531_101856_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:19 AM 120,960 psd_200531_101957_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:20 AM 120,960 psd_200531_102059_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:22 AM 120,960 psd_200531_102201_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:23 AM 120,960 psd_200531_102303_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:24 AM 120,960 psd_200531_102405_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:25 AM 120,960 psd_200531_102507_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:26 AM 120,960 psd_200531_102609_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:27 AM 120,960 psd_200531_102711_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:28 AM 120,960 psd_200531_102813_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:29 AM 120,960 psd_200531_102915_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:30 AM 120,960 psd_200531_103017_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:31 AM 120,960 psd_200531_103118_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:32 AM 120,960 psd_200531_103220_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:33 AM 120,960 psd_200531_103322_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:34 AM 120,960 psd_200531_103424_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:35 AM 120,960 psd_200531_103526_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:36 AM 120,960 psd_200531_103628_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:37 AM 120,960 psd_200531_103730_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:38 AM 120,960 psd_200531_103832_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:39 AM 120,960 psd_200531_103933_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:40 AM 120,960 psd_200531_104035_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:41 AM 120,960 psd_200531_104137_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:42 AM 120,960 psd_200531_104239_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:43 AM 120,960 psd_200531_104341_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:44 AM 120,960 psd_200531_104443_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:45 AM 120,960 psd_200531_104545_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:46 AM 120,960 psd_200531_104648_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:47 AM 120,960 psd_200531_104749_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:48 AM 120,960 psd_200531_104851_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:49 AM 120,960 psd_200531_104953_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:50 AM 120,960 psd_200531_105055_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:51 AM 120,960 psd_200531_105157_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:52 AM 120,960 psd_200531_105259_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:54 AM 120,960 psd_200531_105401_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:55 AM 120,960 psd_200531_105503_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:56 AM 120,960 psd_200531_105605_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:57 AM 120,960 psd_200531_105706_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:58 AM 120,960 psd_200531_105808_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:59 AM 120,960 psd_200531_105910_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:00 AM 120,960 psd_200531_110012_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:01 AM 120,960 psd_200531_110114_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:02 AM 120,960 psd_200531_110216_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:03 AM 120,960 psd_200531_110318_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:04 AM 120,960 psd_200531_110420_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:05 AM 120,960 psd_200531_110521_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:06 AM 120,960 psd_200531_110623_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:07 AM 120,960 psd_200531_110725_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:08 AM 120,960 psd_200531_110827_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:09 AM 120,960 psd_200531_110929_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:10 AM 120,960 psd_200531_111031_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:11 AM 120,960 psd_200531_111133_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:12 AM 120,960 psd_200531_111235_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:13 AM 120,960 psd_200531_111336_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:14 AM 120,960 psd_200531_111438_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:15 AM 120,960 psd_200531_111540_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:16 AM 120,960 psd_200531_111643_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:17 AM 120,960 psd_200531_111745_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:18 AM 120,960 psd_200531_111847_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:19 AM 120,960 psd_200531_111949_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:20 AM 120,960 psd_200531_112051_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:21 AM 120,960 psd_200531_112153_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:22 AM 120,960 psd_200531_112254_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:23 AM 120,960 psd_200531_112356_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:24 AM 120,960 psd_200531_112458_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:26 AM 120,960 psd_200531_112600_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:27 AM 120,960 psd_200531_112702_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:28 AM 120,960 psd_200531_112804_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:29 AM 120,960 psd_200531_112906_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:30 AM 120,960 psd_200531_113008_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:31 AM 120,960 psd_200531_113109_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:32 AM 120,960 psd_200531_113211_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:33 AM 120,960 psd_200531_113313_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:34 AM 120,960 psd_200531_113415_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:35 AM 120,960 psd_200531_113517_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:36 AM 120,960 psd_200531_113619_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:37 AM 120,960 psd_200531_113721_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:38 AM 120,960 psd_200531_113822_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:39 AM 120,960 psd_200531_113924_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:40 AM 120,960 psd_200531_114026_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:41 AM 120,960 psd_200531_114128_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:42 AM 120,960 psd_200531_114230_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:43 AM 120,960 psd_200531_114332_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:44 AM 120,960 psd_200531_114434_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:45 AM 120,960 psd_200531_114536_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:46 AM 120,960 psd_200531_114639_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:47 AM 120,960 psd_200531_114741_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:48 AM 120,960 psd_200531_114842_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:49 AM 120,960 psd_200531_114944_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:50 AM 120,960 psd_200531_115046_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:51 AM 120,960 psd_200531_115148_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:52 AM 120,960 psd_200531_115250_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:53 AM 120,960 psd_200531_115352_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:54 AM 120,960 psd_200531_115454_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:55 AM 120,960 psd_200531_115556_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:56 AM 120,960 psd_200531_115657_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:57 AM 120,960 psd_200531_115759_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:59 AM 120,960 psd_200531_115901_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:00 PM 120,960 psd_200531_120003_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:01 PM 120,960 psd_200531_120105_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:02 PM 120,960 psd_200531_120207_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:03 PM 120,960 psd_200531_120309_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:04 PM 120,960 psd_200531_120411_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:05 PM 120,960 psd_200531_120512_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:06 PM 120,960 psd_200531_120614_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:07 PM 120,960 psd_200531_120716_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:08 PM 120,960 psd_200531_120818_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:09 PM 120,960 psd_200531_120920_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:10 PM 120,960 psd_200531_121022_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:11 PM 120,960 psd_200531_121124_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:12 PM 120,960 psd_200531_121226_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:13 PM 120,960 psd_200531_121327_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:14 PM 120,960 psd_200531_121429_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:15 PM 120,960 psd_200531_121531_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:16 PM 120,960 psd_200531_121634_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:17 PM 120,960 psd_200531_121736_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:18 PM 120,960 psd_200531_121838_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:19 PM 120,960 psd_200531_121940_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:20 PM 120,960 psd_200531_122042_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:21 PM 120,960 psd_200531_122144_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:22 PM 120,960 psd_200531_122245_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:23 PM 120,960 psd_200531_122347_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:24 PM 120,960 psd_200531_122449_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:25 PM 120,960 psd_200531_122551_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:26 PM 120,960 psd_200531_122653_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:27 PM 120,960 psd_200531_122755_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:28 PM 120,960 psd_200531_122857_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:29 PM 120,960 psd_200531_122959_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:31 PM 120,960 psd_200531_123100_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:32 PM 120,960 psd_200531_123202_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:33 PM 120,960 psd_200531_123304_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:34 PM 120,960 psd_200531_123406_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:35 PM 120,960 psd_200531_123508_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:36 PM 120,960 psd_200531_123610_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:37 PM 120,960 psd_200531_123712_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:38 PM 120,960 psd_200531_123814_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:39 PM 120,960 psd_200531_123916_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:40 PM 120,960 psd_200531_124017_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:41 PM 120,960 psd_200531_124119_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:42 PM 120,960 psd_200531_124221_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:43 PM 120,960 psd_200531_124323_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:44 PM 120,960 psd_200531_124425_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:45 PM 120,960 psd_200531_124527_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:46 PM 120,960 psd_200531_124629_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:47 PM 120,960 psd_200531_124732_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:48 PM 120,960 psd_200531_124833_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:49 PM 120,960 psd_200531_124935_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:50 PM 120,960 psd_200531_125037_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:51 PM 120,960 psd_200531_125139_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:52 PM 120,960 psd_200531_125241_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:53 PM 120,960 psd_200531_125343_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:54 PM 120,960 psd_200531_125445_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:55 PM 120,960 psd_200531_125547_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:56 PM 120,960 psd_200531_125649_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:57 PM 120,960 psd_200531_125750_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:58 PM 120,960 psd_200531_125852_tint60s_sdr0_fsw.fits\n",
"05/31/2020 12:59 PM 120,960 psd_200531_125954_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:00 PM 120,960 psd_200531_130056_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:01 PM 120,960 psd_200531_130158_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:03 PM 120,960 psd_200531_130300_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:04 PM 120,960 psd_200531_130402_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:05 PM 120,960 psd_200531_130504_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:06 PM 120,960 psd_200531_130605_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:07 PM 120,960 psd_200531_130707_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:08 PM 120,960 psd_200531_130809_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:09 PM 120,960 psd_200531_130911_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:10 PM 120,960 psd_200531_131013_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:11 PM 120,960 psd_200531_131115_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:12 PM 120,960 psd_200531_131217_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:13 PM 120,960 psd_200531_131319_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:14 PM 120,960 psd_200531_131421_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:15 PM 120,960 psd_200531_131522_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:16 PM 120,960 psd_200531_131624_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:17 PM 120,960 psd_200531_131734_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:18 PM 120,960 psd_200531_131836_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:19 PM 120,960 psd_200531_131938_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:20 PM 120,960 psd_200531_132040_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:21 PM 120,960 psd_200531_132141_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:22 PM 120,960 psd_200531_132243_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:23 PM 120,960 psd_200531_132345_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:24 PM 120,960 psd_200531_132447_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:25 PM 120,960 psd_200531_132549_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:26 PM 120,960 psd_200531_132651_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:27 PM 120,960 psd_200531_132753_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:28 PM 120,960 psd_200531_132855_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:29 PM 120,960 psd_200531_132957_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:30 PM 120,960 psd_200531_133058_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:32 PM 120,960 psd_200531_133200_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:33 PM 120,960 psd_200531_133302_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:34 PM 120,960 psd_200531_133404_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:35 PM 120,960 psd_200531_133506_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:36 PM 120,960 psd_200531_133608_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:37 PM 120,960 psd_200531_133710_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:38 PM 120,960 psd_200531_133812_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:39 PM 120,960 psd_200531_133913_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:40 PM 120,960 psd_200531_134015_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:41 PM 120,960 psd_200531_134117_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:42 PM 120,960 psd_200531_134219_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:43 PM 120,960 psd_200531_134321_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:44 PM 120,960 psd_200531_134423_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:45 PM 120,960 psd_200531_134525_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:46 PM 120,960 psd_200531_134626_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:47 PM 120,960 psd_200531_134729_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:48 PM 120,960 psd_200531_134831_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:49 PM 120,960 psd_200531_134933_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:50 PM 120,960 psd_200531_135035_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:51 PM 120,960 psd_200531_135137_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:52 PM 120,960 psd_200531_135239_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:53 PM 120,960 psd_200531_135341_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:54 PM 120,960 psd_200531_135442_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:55 PM 120,960 psd_200531_135544_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:56 PM 120,960 psd_200531_135646_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:57 PM 120,960 psd_200531_135748_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:58 PM 120,960 psd_200531_135850_tint60s_sdr0_fsw.fits\n",
"05/31/2020 01:59 PM 120,960 psd_200531_135952_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:00 PM 120,960 psd_200531_140054_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:01 PM 120,960 psd_200531_140156_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:02 PM 120,960 psd_200531_140258_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:04 PM 120,960 psd_200531_140400_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:05 PM 120,960 psd_200531_140501_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:06 PM 120,960 psd_200531_140603_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:07 PM 120,960 psd_200531_140705_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:08 PM 120,960 psd_200531_140807_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:09 PM 120,960 psd_200531_140909_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:10 PM 120,960 psd_200531_141011_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:11 PM 120,960 psd_200531_141113_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:12 PM 120,960 psd_200531_141214_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:13 PM 120,960 psd_200531_141316_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:14 PM 120,960 psd_200531_141418_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:15 PM 120,960 psd_200531_141520_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:16 PM 120,960 psd_200531_141622_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:17 PM 120,960 psd_200531_141725_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:18 PM 120,960 psd_200531_141827_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:19 PM 120,960 psd_200531_141929_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:20 PM 120,960 psd_200531_142031_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:21 PM 120,960 psd_200531_142133_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:22 PM 120,960 psd_200531_142234_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:23 PM 120,960 psd_200531_142336_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:24 PM 120,960 psd_200531_142438_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:25 PM 120,960 psd_200531_142540_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:26 PM 120,960 psd_200531_142642_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:27 PM 120,960 psd_200531_142744_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:28 PM 120,960 psd_200531_142846_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:29 PM 120,960 psd_200531_142948_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:30 PM 120,960 psd_200531_143049_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:31 PM 120,960 psd_200531_143151_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:32 PM 120,960 psd_200531_143253_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:33 PM 120,960 psd_200531_143355_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:34 PM 120,960 psd_200531_143457_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:35 PM 120,960 psd_200531_143559_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:37 PM 120,960 psd_200531_143701_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:38 PM 120,960 psd_200531_143803_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:39 PM 120,960 psd_200531_143904_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:40 PM 120,960 psd_200531_144006_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:41 PM 120,960 psd_200531_144108_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:42 PM 120,960 psd_200531_144210_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:43 PM 120,960 psd_200531_144312_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:44 PM 120,960 psd_200531_144414_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:45 PM 120,960 psd_200531_144516_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:46 PM 120,960 psd_200531_144618_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:47 PM 120,960 psd_200531_144720_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:48 PM 120,960 psd_200531_144822_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:49 PM 120,960 psd_200531_144924_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:50 PM 120,960 psd_200531_145026_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:51 PM 120,960 psd_200531_145128_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:52 PM 120,960 psd_200531_145230_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:53 PM 120,960 psd_200531_145332_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:54 PM 120,960 psd_200531_145434_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:55 PM 120,960 psd_200531_145536_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:56 PM 120,960 psd_200531_145637_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:57 PM 120,960 psd_200531_145739_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:58 PM 120,960 psd_200531_145841_tint60s_sdr0_fsw.fits\n",
"05/31/2020 02:59 PM 120,960 psd_200531_145943_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:00 PM 120,960 psd_200531_150045_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:01 PM 120,960 psd_200531_150147_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:02 PM 120,960 psd_200531_150249_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:03 PM 120,960 psd_200531_150351_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:04 PM 120,960 psd_200531_150452_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:05 PM 120,960 psd_200531_150554_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:06 PM 120,960 psd_200531_150656_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:07 PM 120,960 psd_200531_150758_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:09 PM 120,960 psd_200531_150900_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:10 PM 120,960 psd_200531_151002_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:11 PM 120,960 psd_200531_151104_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:12 PM 120,960 psd_200531_151206_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:13 PM 120,960 psd_200531_151307_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:14 PM 120,960 psd_200531_151409_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:15 PM 120,960 psd_200531_151511_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:16 PM 120,960 psd_200531_151613_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:17 PM 120,960 psd_200531_151715_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:18 PM 120,960 psd_200531_151818_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:19 PM 120,960 psd_200531_151920_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:20 PM 120,960 psd_200531_152022_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:21 PM 120,960 psd_200531_152123_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:22 PM 120,960 psd_200531_152225_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:23 PM 120,960 psd_200531_152327_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:24 PM 120,960 psd_200531_152429_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:25 PM 120,960 psd_200531_152531_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:26 PM 120,960 psd_200531_152633_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:27 PM 120,960 psd_200531_152735_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:28 PM 120,960 psd_200531_152837_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:29 PM 120,960 psd_200531_152939_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:30 PM 120,960 psd_200531_153041_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:31 PM 120,960 psd_200531_153142_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:32 PM 120,960 psd_200531_153244_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:33 PM 120,960 psd_200531_153346_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:34 PM 120,960 psd_200531_153448_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:35 PM 120,960 psd_200531_153550_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:36 PM 120,960 psd_200531_153652_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:37 PM 120,960 psd_200531_153754_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:38 PM 120,960 psd_200531_153856_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:39 PM 120,960 psd_200531_153957_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:40 PM 120,960 psd_200531_154059_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:42 PM 120,960 psd_200531_154201_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:43 PM 120,960 psd_200531_154303_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:44 PM 120,960 psd_200531_154405_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:45 PM 120,960 psd_200531_154507_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:46 PM 120,960 psd_200531_154609_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:47 PM 120,960 psd_200531_154711_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:48 PM 120,960 psd_200531_154814_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:49 PM 120,960 psd_200531_154916_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:50 PM 120,960 psd_200531_155017_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:51 PM 120,960 psd_200531_155119_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:52 PM 120,960 psd_200531_155221_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:53 PM 120,960 psd_200531_155323_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:54 PM 120,960 psd_200531_155425_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:55 PM 120,960 psd_200531_155527_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:56 PM 120,960 psd_200531_155629_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:57 PM 120,960 psd_200531_155731_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:58 PM 120,960 psd_200531_155833_tint60s_sdr0_fsw.fits\n",
"05/31/2020 03:59 PM 120,960 psd_200531_155934_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:00 PM 120,960 psd_200531_160036_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:01 PM 120,960 psd_200531_160138_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:02 PM 120,960 psd_200531_160240_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:03 PM 120,960 psd_200531_160342_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:04 PM 120,960 psd_200531_160444_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:05 PM 120,960 psd_200531_160546_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:06 PM 120,960 psd_200531_160647_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:07 PM 120,960 psd_200531_160749_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:08 PM 120,960 psd_200531_160851_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:09 PM 120,960 psd_200531_160953_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:10 PM 120,960 psd_200531_161055_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:11 PM 120,960 psd_200531_161157_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:12 PM 120,960 psd_200531_161259_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:14 PM 120,960 psd_200531_161401_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:15 PM 120,960 psd_200531_161502_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:16 PM 120,960 psd_200531_161604_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:17 PM 120,960 psd_200531_161706_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:18 PM 120,960 psd_200531_161809_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:19 PM 120,960 psd_200531_161911_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:20 PM 120,960 psd_200531_162013_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:21 PM 120,960 psd_200531_162115_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:22 PM 120,960 psd_200531_162217_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:23 PM 120,960 psd_200531_162319_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:24 PM 120,960 psd_200531_162420_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:25 PM 120,960 psd_200531_162522_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:26 PM 120,960 psd_200531_162624_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:27 PM 120,960 psd_200531_162726_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:28 PM 120,960 psd_200531_162828_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:29 PM 120,960 psd_200531_162930_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:30 PM 120,960 psd_200531_163032_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:31 PM 120,960 psd_200531_163134_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:32 PM 120,960 psd_200531_163235_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:33 PM 120,960 psd_200531_163337_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:34 PM 120,960 psd_200531_163439_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:35 PM 120,960 psd_200531_163541_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:36 PM 120,960 psd_200531_163643_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:37 PM 120,960 psd_200531_163745_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:38 PM 120,960 psd_200531_163847_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:39 PM 120,960 psd_200531_163949_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:40 PM 120,960 psd_200531_164051_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:41 PM 120,960 psd_200531_164152_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:42 PM 120,960 psd_200531_164254_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:43 PM 120,960 psd_200531_164356_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:44 PM 120,960 psd_200531_164458_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:46 PM 120,960 psd_200531_164600_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:47 PM 120,960 psd_200531_164702_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:48 PM 120,960 psd_200531_164805_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:49 PM 120,960 psd_200531_164907_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:50 PM 120,960 psd_200531_165008_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:51 PM 120,960 psd_200531_165110_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:52 PM 120,960 psd_200531_165212_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:53 PM 120,960 psd_200531_165314_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:54 PM 120,960 psd_200531_165416_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:55 PM 120,960 psd_200531_165518_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:56 PM 120,960 psd_200531_165620_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:57 PM 120,960 psd_200531_165722_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:58 PM 120,960 psd_200531_165823_tint60s_sdr0_fsw.fits\n",
"05/31/2020 04:59 PM 120,960 psd_200531_165925_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:00 PM 120,960 psd_200531_170027_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:01 PM 120,960 psd_200531_170129_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:02 PM 120,960 psd_200531_170231_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:03 PM 120,960 psd_200531_170333_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:04 PM 120,960 psd_200531_170435_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:05 PM 120,960 psd_200531_170537_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:06 PM 120,960 psd_200531_170638_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:07 PM 120,960 psd_200531_170740_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:08 PM 120,960 psd_200531_170842_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:09 PM 120,960 psd_200531_170944_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:10 PM 120,960 psd_200531_171046_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:11 PM 120,960 psd_200531_171148_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:12 PM 120,960 psd_200531_171250_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:13 PM 120,960 psd_200531_171352_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:14 PM 120,960 psd_200531_171453_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:15 PM 120,960 psd_200531_171555_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:16 PM 120,960 psd_200531_171657_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:18 PM 120,960 psd_200531_171800_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:19 PM 120,960 psd_200531_171902_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:20 PM 120,960 psd_200531_172004_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:21 PM 120,960 psd_200531_172106_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:22 PM 120,960 psd_200531_172208_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:23 PM 120,960 psd_200531_172310_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:24 PM 120,960 psd_200531_172411_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:25 PM 120,960 psd_200531_172513_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:26 PM 120,960 psd_200531_172615_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:27 PM 120,960 psd_200531_172717_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:28 PM 120,960 psd_200531_172819_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:29 PM 120,960 psd_200531_172921_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:30 PM 120,960 psd_200531_173023_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:31 PM 120,960 psd_200531_173125_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:32 PM 120,960 psd_200531_173226_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:33 PM 120,960 psd_200531_173328_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:34 PM 120,960 psd_200531_173430_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:35 PM 120,960 psd_200531_173532_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:36 PM 120,960 psd_200531_173634_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:37 PM 120,960 psd_200531_173736_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:38 PM 120,960 psd_200531_173838_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:39 PM 120,960 psd_200531_173940_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:40 PM 120,960 psd_200531_174041_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:41 PM 120,960 psd_200531_174143_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:42 PM 120,960 psd_200531_174245_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:43 PM 120,960 psd_200531_174347_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:44 PM 120,960 psd_200531_174449_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:45 PM 120,960 psd_200531_174551_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:46 PM 120,960 psd_200531_174653_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:47 PM 120,960 psd_200531_174756_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:48 PM 120,960 psd_200531_174858_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:49 PM 120,960 psd_200531_174959_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:51 PM 120,960 psd_200531_175101_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:52 PM 120,960 psd_200531_175203_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:53 PM 120,960 psd_200531_175305_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:54 PM 120,960 psd_200531_175407_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:55 PM 120,960 psd_200531_175509_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:56 PM 120,960 psd_200531_175611_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:57 PM 120,960 psd_200531_175713_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:58 PM 120,960 psd_200531_175814_tint60s_sdr0_fsw.fits\n",
"05/31/2020 05:59 PM 120,960 psd_200531_175916_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:00 PM 120,960 psd_200531_180018_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:01 PM 120,960 psd_200531_180120_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:02 PM 120,960 psd_200531_180222_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:03 PM 120,960 psd_200531_180324_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:04 PM 120,960 psd_200531_180426_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:05 PM 120,960 psd_200531_180528_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:06 PM 120,960 psd_200531_180630_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:07 PM 120,960 psd_200531_180731_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:08 PM 120,960 psd_200531_180833_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:09 PM 120,960 psd_200531_180935_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:10 PM 120,960 psd_200531_181037_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:11 PM 120,960 psd_200531_181139_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:12 PM 120,960 psd_200531_181241_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:13 PM 120,960 psd_200531_181343_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:14 PM 120,960 psd_200531_181444_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:15 PM 120,960 psd_200531_181546_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:16 PM 120,960 psd_200531_181648_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:17 PM 120,960 psd_200531_181750_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:18 PM 120,960 psd_200531_181853_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:19 PM 120,960 psd_200531_181955_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:20 PM 120,960 psd_200531_182057_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:21 PM 120,960 psd_200531_182159_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:23 PM 120,960 psd_200531_182301_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:24 PM 120,960 psd_200531_182403_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:25 PM 120,960 psd_200531_182504_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:26 PM 120,960 psd_200531_182606_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:27 PM 120,960 psd_200531_182708_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:28 PM 120,960 psd_200531_182810_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:29 PM 120,960 psd_200531_182912_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:30 PM 120,960 psd_200531_183014_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:31 PM 120,960 psd_200531_183116_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:32 PM 120,960 psd_200531_183218_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:33 PM 120,960 psd_200531_183320_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:34 PM 120,960 psd_200531_183421_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:35 PM 120,960 psd_200531_183523_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:36 PM 120,960 psd_200531_183625_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:37 PM 120,960 psd_200531_183727_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:38 PM 120,960 psd_200531_183829_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:39 PM 120,960 psd_200531_183931_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:40 PM 120,960 psd_200531_184033_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:41 PM 120,960 psd_200531_184135_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:42 PM 120,960 psd_200531_184236_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:43 PM 120,960 psd_200531_184338_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:44 PM 120,960 psd_200531_184440_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:45 PM 120,960 psd_200531_184542_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:46 PM 120,960 psd_200531_184644_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:47 PM 120,960 psd_200531_184746_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:48 PM 120,960 psd_200531_184855_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:49 PM 120,960 psd_200531_184957_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:50 PM 120,960 psd_200531_185059_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:52 PM 120,960 psd_200531_185201_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:53 PM 120,960 psd_200531_185303_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:54 PM 120,960 psd_200531_185405_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:55 PM 120,960 psd_200531_185507_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:56 PM 120,960 psd_200531_185609_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:57 PM 120,960 psd_200531_185710_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:58 PM 120,960 psd_200531_185812_tint60s_sdr0_fsw.fits\n",
"05/31/2020 06:59 PM 120,960 psd_200531_185914_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:00 PM 120,960 psd_200531_190016_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:01 PM 120,960 psd_200531_190118_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:02 PM 120,960 psd_200531_190220_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:03 PM 120,960 psd_200531_190322_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:04 PM 120,960 psd_200531_190424_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:05 PM 120,960 psd_200531_190526_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:06 PM 120,960 psd_200531_190627_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:07 PM 120,960 psd_200531_190729_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:08 PM 120,960 psd_200531_190831_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:09 PM 120,960 psd_200531_190933_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:10 PM 120,960 psd_200531_191035_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:11 PM 120,960 psd_200531_191137_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:12 PM 120,960 psd_200531_191239_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:13 PM 120,960 psd_200531_191341_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:14 PM 120,960 psd_200531_191442_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:15 PM 120,960 psd_200531_191544_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:16 PM 120,960 psd_200531_191646_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:17 PM 120,960 psd_200531_191748_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:18 PM 120,960 psd_200531_191851_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:19 PM 120,960 psd_200531_191953_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:20 PM 120,960 psd_200531_192055_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:21 PM 120,960 psd_200531_192157_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:22 PM 120,960 psd_200531_192259_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:24 PM 120,960 psd_200531_192401_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:25 PM 120,960 psd_200531_192502_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:26 PM 120,960 psd_200531_192604_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:27 PM 120,960 psd_200531_192706_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:28 PM 120,960 psd_200531_192808_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:29 PM 120,960 psd_200531_192910_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:30 PM 120,960 psd_200531_193012_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:31 PM 120,960 psd_200531_193114_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:32 PM 120,960 psd_200531_193216_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:33 PM 120,960 psd_200531_193318_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:34 PM 120,960 psd_200531_193419_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:35 PM 120,960 psd_200531_193521_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:36 PM 120,960 psd_200531_193623_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:37 PM 120,960 psd_200531_193725_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:38 PM 120,960 psd_200531_193827_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:39 PM 120,960 psd_200531_193929_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:40 PM 120,960 psd_200531_194031_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:41 PM 120,960 psd_200531_194133_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:42 PM 120,960 psd_200531_194234_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:43 PM 120,960 psd_200531_194336_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:44 PM 120,960 psd_200531_194438_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:45 PM 120,960 psd_200531_194540_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:46 PM 120,960 psd_200531_194642_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:47 PM 120,960 psd_200531_194744_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:48 PM 120,960 psd_200531_194847_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:49 PM 120,960 psd_200531_194949_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:50 PM 120,960 psd_200531_195051_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:51 PM 120,960 psd_200531_195152_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:52 PM 120,960 psd_200531_195254_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:53 PM 120,960 psd_200531_195356_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:54 PM 120,960 psd_200531_195458_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:56 PM 120,960 psd_200531_195600_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:57 PM 120,960 psd_200531_195702_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:58 PM 120,960 psd_200531_195804_tint60s_sdr0_fsw.fits\n",
"05/31/2020 07:59 PM 120,960 psd_200531_195906_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:00 PM 120,960 psd_200531_200008_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:01 PM 120,960 psd_200531_200109_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:02 PM 120,960 psd_200531_200211_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:03 PM 120,960 psd_200531_200313_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:04 PM 120,960 psd_200531_200415_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:05 PM 120,960 psd_200531_200517_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:06 PM 120,960 psd_200531_200619_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:07 PM 120,960 psd_200531_200721_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:08 PM 120,960 psd_200531_200823_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:09 PM 120,960 psd_200531_200924_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:10 PM 120,960 psd_200531_201026_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:11 PM 120,960 psd_200531_201128_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:12 PM 120,960 psd_200531_201230_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:13 PM 120,960 psd_200531_201332_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:14 PM 120,960 psd_200531_201434_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:15 PM 120,960 psd_200531_201536_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:16 PM 120,960 psd_200531_201638_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:17 PM 120,960 psd_200531_201739_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:18 PM 120,960 psd_200531_201842_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:19 PM 120,960 psd_200531_201944_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:20 PM 120,960 psd_200531_202046_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:21 PM 120,960 psd_200531_202148_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:22 PM 120,960 psd_200531_202250_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:23 PM 120,960 psd_200531_202352_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:24 PM 120,960 psd_200531_202454_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:25 PM 120,960 psd_200531_202556_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:26 PM 120,960 psd_200531_202657_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:27 PM 120,960 psd_200531_202759_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:29 PM 120,960 psd_200531_202901_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:30 PM 120,960 psd_200531_203003_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:31 PM 120,960 psd_200531_203105_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:32 PM 120,960 psd_200531_203207_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:33 PM 120,960 psd_200531_203309_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:34 PM 120,960 psd_200531_203410_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:35 PM 120,960 psd_200531_203512_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:36 PM 120,960 psd_200531_203614_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:37 PM 120,960 psd_200531_203716_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:38 PM 120,960 psd_200531_203818_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:39 PM 120,960 psd_200531_203920_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:40 PM 120,960 psd_200531_204022_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:41 PM 120,960 psd_200531_204124_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:42 PM 120,960 psd_200531_204225_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:43 PM 120,960 psd_200531_204327_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:44 PM 120,960 psd_200531_204429_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:45 PM 120,960 psd_200531_204531_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:46 PM 120,960 psd_200531_204633_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:47 PM 120,960 psd_200531_204735_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:48 PM 120,960 psd_200531_204838_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:49 PM 120,960 psd_200531_204940_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:50 PM 120,960 psd_200531_205042_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:51 PM 120,960 psd_200531_205143_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:52 PM 120,960 psd_200531_205245_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:53 PM 120,960 psd_200531_205347_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:54 PM 120,960 psd_200531_205449_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:55 PM 120,960 psd_200531_205551_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:56 PM 120,960 psd_200531_205653_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:57 PM 120,960 psd_200531_205755_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:58 PM 120,960 psd_200531_205857_tint60s_sdr0_fsw.fits\n",
"05/31/2020 08:59 PM 120,960 psd_200531_205959_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:01 PM 120,960 psd_200531_210100_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:02 PM 120,960 psd_200531_210202_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:03 PM 120,960 psd_200531_210304_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:04 PM 120,960 psd_200531_210406_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:05 PM 120,960 psd_200531_210508_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:06 PM 120,960 psd_200531_210610_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:07 PM 120,960 psd_200531_210712_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:08 PM 120,960 psd_200531_210814_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:09 PM 120,960 psd_200531_210915_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:10 PM 120,960 psd_200531_211017_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:11 PM 120,960 psd_200531_211119_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:12 PM 120,960 psd_200531_211221_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:13 PM 120,960 psd_200531_211323_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:14 PM 120,960 psd_200531_211425_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:15 PM 120,960 psd_200531_211527_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:16 PM 120,960 psd_200531_211629_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:17 PM 120,960 psd_200531_211730_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:18 PM 120,960 psd_200531_211832_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:19 PM 120,960 psd_200531_211935_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:20 PM 120,960 psd_200531_212037_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:21 PM 120,960 psd_200531_212139_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:22 PM 120,960 psd_200531_212241_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:23 PM 120,960 psd_200531_212343_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:24 PM 120,960 psd_200531_212445_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:25 PM 120,960 psd_200531_212547_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:26 PM 120,960 psd_200531_212649_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:27 PM 120,960 psd_200531_212751_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:28 PM 120,960 psd_200531_212852_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:29 PM 120,960 psd_200531_212954_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:30 PM 120,960 psd_200531_213056_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:31 PM 120,960 psd_200531_213158_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:33 PM 120,960 psd_200531_213300_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:34 PM 120,960 psd_200531_213402_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:35 PM 120,960 psd_200531_213504_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:36 PM 120,960 psd_200531_213606_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:37 PM 120,960 psd_200531_213707_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:38 PM 120,960 psd_200531_213809_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:39 PM 120,960 psd_200531_213911_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:40 PM 120,960 psd_200531_214013_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:41 PM 120,960 psd_200531_214115_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:42 PM 120,960 psd_200531_214217_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:43 PM 120,960 psd_200531_214319_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:44 PM 120,960 psd_200531_214421_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:45 PM 120,960 psd_200531_214523_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:46 PM 120,960 psd_200531_214624_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:47 PM 120,960 psd_200531_214726_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:48 PM 120,960 psd_200531_214828_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:49 PM 120,960 psd_200531_214931_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:50 PM 120,960 psd_200531_215033_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:51 PM 120,960 psd_200531_215135_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:52 PM 120,960 psd_200531_215237_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:53 PM 120,960 psd_200531_215339_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:54 PM 120,960 psd_200531_215440_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:55 PM 120,960 psd_200531_215542_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:56 PM 120,960 psd_200531_215644_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:57 PM 120,960 psd_200531_215746_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:58 PM 120,960 psd_200531_215848_tint60s_sdr0_fsw.fits\n",
"05/31/2020 09:59 PM 120,960 psd_200531_215950_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:00 PM 120,960 psd_200531_220052_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:01 PM 120,960 psd_200531_220154_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:02 PM 120,960 psd_200531_220255_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:03 PM 120,960 psd_200531_220357_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:04 PM 120,960 psd_200531_220459_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:06 PM 120,960 psd_200531_220601_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:07 PM 120,960 psd_200531_220703_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:08 PM 120,960 psd_200531_220805_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:09 PM 120,960 psd_200531_220907_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:10 PM 120,960 psd_200531_221009_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:11 PM 120,960 psd_200531_221110_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:12 PM 120,960 psd_200531_221212_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:13 PM 120,960 psd_200531_221314_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:14 PM 120,960 psd_200531_221416_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:15 PM 120,960 psd_200531_221518_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:16 PM 120,960 psd_200531_221620_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:17 PM 120,960 psd_200531_221722_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:18 PM 120,960 psd_200531_221824_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:19 PM 120,960 psd_200531_221926_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:20 PM 120,960 psd_200531_222028_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:21 PM 120,960 psd_200531_222130_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:22 PM 120,960 psd_200531_222232_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:23 PM 120,960 psd_200531_222334_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:24 PM 120,960 psd_200531_222436_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:25 PM 120,960 psd_200531_222538_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:26 PM 120,960 psd_200531_222640_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:27 PM 120,960 psd_200531_222741_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:28 PM 120,960 psd_200531_222843_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:29 PM 120,960 psd_200531_222945_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:30 PM 120,960 psd_200531_223047_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:31 PM 120,960 psd_200531_223149_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:32 PM 120,960 psd_200531_223251_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:33 PM 120,960 psd_200531_223353_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:34 PM 120,960 psd_200531_223455_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:35 PM 120,960 psd_200531_223557_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:36 PM 120,960 psd_200531_223658_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:38 PM 120,960 psd_200531_223800_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:39 PM 120,960 psd_200531_223902_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:40 PM 120,960 psd_200531_224004_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:41 PM 120,960 psd_200531_224106_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:42 PM 120,960 psd_200531_224208_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:43 PM 120,960 psd_200531_224310_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:44 PM 120,960 psd_200531_224412_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:45 PM 120,960 psd_200531_224514_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:46 PM 120,960 psd_200531_224615_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:47 PM 120,960 psd_200531_224717_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:48 PM 120,960 psd_200531_224819_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:49 PM 120,960 psd_200531_224922_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:50 PM 120,960 psd_200531_225024_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:51 PM 120,960 psd_200531_225126_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:52 PM 120,960 psd_200531_225228_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:53 PM 120,960 psd_200531_225330_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:54 PM 120,960 psd_200531_225431_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:55 PM 120,960 psd_200531_225533_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:56 PM 120,960 psd_200531_225635_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:57 PM 120,960 psd_200531_225737_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:58 PM 120,960 psd_200531_225839_tint60s_sdr0_fsw.fits\n",
"05/31/2020 10:59 PM 120,960 psd_200531_225941_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:00 PM 120,960 psd_200531_230043_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:01 PM 120,960 psd_200531_230144_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:02 PM 120,960 psd_200531_230246_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:03 PM 120,960 psd_200531_230348_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:04 PM 120,960 psd_200531_230450_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:05 PM 120,960 psd_200531_230552_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:06 PM 120,960 psd_200531_230654_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:07 PM 120,960 psd_200531_230756_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:08 PM 120,960 psd_200531_230858_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:10 PM 120,960 psd_200531_231000_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:11 PM 120,960 psd_200531_231102_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:12 PM 120,960 psd_200531_231203_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:13 PM 120,960 psd_200531_231305_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:14 PM 120,960 psd_200531_231407_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:15 PM 120,960 psd_200531_231509_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:16 PM 120,960 psd_200531_231611_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:17 PM 120,960 psd_200531_231713_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:18 PM 120,960 psd_200531_231815_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:19 PM 120,960 psd_200531_231918_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:20 PM 120,960 psd_200531_232019_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:21 PM 120,960 psd_200531_232121_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:22 PM 120,960 psd_200531_232223_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:23 PM 120,960 psd_200531_232325_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:24 PM 120,960 psd_200531_232427_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:25 PM 120,960 psd_200531_232529_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:26 PM 120,960 psd_200531_232631_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:27 PM 120,960 psd_200531_232733_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:28 PM 120,960 psd_200531_232835_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:29 PM 120,960 psd_200531_232936_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:30 PM 120,960 psd_200531_233038_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:31 PM 120,960 psd_200531_233140_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:32 PM 120,960 psd_200531_233242_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:33 PM 120,960 psd_200531_233344_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:34 PM 120,960 psd_200531_233446_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:35 PM 120,960 psd_200531_233548_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:36 PM 120,960 psd_200531_233650_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:37 PM 120,960 psd_200531_233751_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:38 PM 120,960 psd_200531_233853_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:39 PM 120,960 psd_200531_233955_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:40 PM 120,960 psd_200531_234057_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:41 PM 120,960 psd_200531_234159_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:43 PM 120,960 psd_200531_234301_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:44 PM 120,960 psd_200531_234403_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:45 PM 120,960 psd_200531_234505_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:46 PM 120,960 psd_200531_234606_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:47 PM 120,960 psd_200531_234708_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:48 PM 120,960 psd_200531_234810_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:49 PM 120,960 psd_200531_234913_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:50 PM 120,960 psd_200531_235015_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:51 PM 120,960 psd_200531_235117_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:52 PM 120,960 psd_200531_235219_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:53 PM 120,960 psd_200531_235321_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:54 PM 120,960 psd_200531_235422_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:55 PM 120,960 psd_200531_235524_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:56 PM 120,960 psd_200531_235626_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:57 PM 120,960 psd_200531_235728_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:58 PM 120,960 psd_200531_235830_tint60s_sdr0_fsw.fits\n",
"05/31/2020 11:59 PM 120,960 psd_200531_235932_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:00 AM 120,960 psd_200601_000034_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:01 AM 120,960 psd_200601_000136_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:02 AM 120,960 psd_200601_000238_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:03 AM 120,960 psd_200601_000339_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:04 AM 120,960 psd_200601_000441_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:05 AM 120,960 psd_200601_000543_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:06 AM 120,960 psd_200601_000645_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:07 AM 120,960 psd_200601_000747_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:08 AM 120,960 psd_200601_000849_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:09 AM 120,960 psd_200601_000951_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:10 AM 120,960 psd_200601_001053_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:11 AM 120,960 psd_200601_001154_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:12 AM 120,960 psd_200601_001256_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:13 AM 120,960 psd_200601_001358_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:15 AM 120,960 psd_200601_001500_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:16 AM 120,960 psd_200601_001602_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:17 AM 120,960 psd_200601_001704_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:18 AM 120,960 psd_200601_001806_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:19 AM 120,960 psd_200601_001907_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:20 AM 120,960 psd_200601_002017_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:21 AM 120,960 psd_200601_002119_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:22 AM 120,960 psd_200601_002221_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:23 AM 120,960 psd_200601_002323_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:24 AM 120,960 psd_200601_002424_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:25 AM 120,960 psd_200601_002526_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:26 AM 120,960 psd_200601_002628_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:27 AM 120,960 psd_200601_002730_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:28 AM 120,960 psd_200601_002832_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:29 AM 120,960 psd_200601_002934_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:30 AM 120,960 psd_200601_003036_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:31 AM 120,960 psd_200601_003138_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:32 AM 120,960 psd_200601_003240_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:33 AM 120,960 psd_200601_003341_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:34 AM 120,960 psd_200601_003443_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:35 AM 120,960 psd_200601_003545_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:36 AM 120,960 psd_200601_003647_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:37 AM 120,960 psd_200601_003749_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:38 AM 120,960 psd_200601_003851_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:39 AM 120,960 psd_200601_003953_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:40 AM 120,960 psd_200601_004055_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:41 AM 120,960 psd_200601_004156_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:42 AM 120,960 psd_200601_004258_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:44 AM 120,960 psd_200601_004400_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:45 AM 120,960 psd_200601_004502_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:46 AM 120,960 psd_200601_004604_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:47 AM 120,960 psd_200601_004706_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:48 AM 120,960 psd_200601_004808_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:49 AM 120,960 psd_200601_004909_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:50 AM 120,960 psd_200601_005012_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:51 AM 120,960 psd_200601_005114_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:52 AM 120,960 psd_200601_005216_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:53 AM 120,960 psd_200601_005318_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:54 AM 120,960 psd_200601_005420_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:55 AM 120,960 psd_200601_005522_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:56 AM 120,960 psd_200601_005624_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:57 AM 120,960 psd_200601_005726_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:58 AM 120,960 psd_200601_005827_tint60s_sdr0_fsw.fits\n",
"06/01/2020 12:59 AM 120,960 psd_200601_005929_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:00 AM 120,960 psd_200601_010031_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:01 AM 120,960 psd_200601_010133_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:02 AM 120,960 psd_200601_010235_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:03 AM 120,960 psd_200601_010337_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:04 AM 120,960 psd_200601_010439_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:05 AM 120,960 psd_200601_010541_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:06 AM 120,960 psd_200601_010643_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:07 AM 120,960 psd_200601_010744_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:08 AM 120,960 psd_200601_010846_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:09 AM 120,960 psd_200601_010948_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:10 AM 120,960 psd_200601_011050_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:11 AM 120,960 psd_200601_011152_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:12 AM 120,960 psd_200601_011254_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:13 AM 120,960 psd_200601_011356_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:14 AM 120,960 psd_200601_011457_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:15 AM 120,960 psd_200601_011559_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:17 AM 120,960 psd_200601_011701_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:18 AM 120,960 psd_200601_011803_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:19 AM 120,960 psd_200601_011905_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:20 AM 120,960 psd_200601_012008_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:21 AM 120,960 psd_200601_012110_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:22 AM 120,960 psd_200601_012212_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:23 AM 120,960 psd_200601_012314_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:24 AM 120,960 psd_200601_012416_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:25 AM 120,960 psd_200601_012517_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:26 AM 120,960 psd_200601_012619_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:27 AM 120,960 psd_200601_012721_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:28 AM 120,960 psd_200601_012823_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:29 AM 120,960 psd_200601_012925_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:30 AM 120,960 psd_200601_013027_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:31 AM 120,960 psd_200601_013129_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:32 AM 120,960 psd_200601_013231_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:33 AM 120,960 psd_200601_013333_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:34 AM 120,960 psd_200601_013434_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:35 AM 120,960 psd_200601_013536_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:36 AM 120,960 psd_200601_013638_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:37 AM 120,960 psd_200601_013740_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:38 AM 120,960 psd_200601_013842_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:39 AM 120,960 psd_200601_013944_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:40 AM 120,960 psd_200601_014046_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:41 AM 120,960 psd_200601_014147_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:42 AM 120,960 psd_200601_014249_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:43 AM 120,960 psd_200601_014351_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:44 AM 120,960 psd_200601_014453_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:45 AM 120,960 psd_200601_014555_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:46 AM 120,960 psd_200601_014657_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:47 AM 120,960 psd_200601_014759_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:49 AM 120,960 psd_200601_014901_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:50 AM 120,960 psd_200601_015004_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:51 AM 120,960 psd_200601_015106_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:52 AM 120,960 psd_200601_015207_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:53 AM 120,960 psd_200601_015309_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:54 AM 120,960 psd_200601_015411_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:55 AM 120,960 psd_200601_015513_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:56 AM 120,960 psd_200601_015615_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:57 AM 120,960 psd_200601_015717_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:58 AM 120,960 psd_200601_015819_tint60s_sdr0_fsw.fits\n",
"06/01/2020 01:59 AM 120,960 psd_200601_015921_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:00 AM 120,960 psd_200601_020022_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:01 AM 120,960 psd_200601_020124_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:02 AM 120,960 psd_200601_020226_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:03 AM 120,960 psd_200601_020328_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:04 AM 120,960 psd_200601_020430_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:05 AM 120,960 psd_200601_020532_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:06 AM 120,960 psd_200601_020634_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:07 AM 120,960 psd_200601_020736_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:08 AM 120,960 psd_200601_020837_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:09 AM 120,960 psd_200601_020939_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:10 AM 120,960 psd_200601_021041_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:11 AM 120,960 psd_200601_021143_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:12 AM 120,960 psd_200601_021245_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:13 AM 120,960 psd_200601_021347_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:14 AM 120,960 psd_200601_021449_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:15 AM 120,960 psd_200601_021551_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:16 AM 120,960 psd_200601_021653_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:17 AM 120,960 psd_200601_021754_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:18 AM 120,960 psd_200601_021856_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:19 AM 120,960 psd_200601_021959_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:21 AM 120,960 psd_200601_022101_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:22 AM 120,960 psd_200601_022203_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:23 AM 120,960 psd_200601_022305_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:24 AM 120,960 psd_200601_022407_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:25 AM 120,960 psd_200601_022509_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:26 AM 120,960 psd_200601_022611_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:27 AM 120,960 psd_200601_022712_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:28 AM 120,960 psd_200601_022814_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:29 AM 120,960 psd_200601_022916_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:30 AM 120,960 psd_200601_023018_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:31 AM 120,960 psd_200601_023120_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:32 AM 120,960 psd_200601_023222_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:33 AM 120,960 psd_200601_023324_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:34 AM 120,960 psd_200601_023425_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:35 AM 120,960 psd_200601_023527_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:36 AM 120,960 psd_200601_023629_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:37 AM 120,960 psd_200601_023731_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:38 AM 120,960 psd_200601_023833_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:39 AM 120,960 psd_200601_023935_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:40 AM 120,960 psd_200601_024037_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:41 AM 120,960 psd_200601_024139_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:42 AM 120,960 psd_200601_024240_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:43 AM 120,960 psd_200601_024342_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:44 AM 120,960 psd_200601_024444_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:45 AM 120,960 psd_200601_024546_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:46 AM 120,960 psd_200601_024648_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:47 AM 120,960 psd_200601_024750_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:48 AM 120,960 psd_200601_024852_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:49 AM 120,960 psd_200601_024955_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:50 AM 120,960 psd_200601_025057_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:51 AM 120,960 psd_200601_025158_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:53 AM 120,960 psd_200601_025300_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:54 AM 120,960 psd_200601_025402_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:55 AM 120,960 psd_200601_025504_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:56 AM 120,960 psd_200601_025606_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:57 AM 120,960 psd_200601_025708_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:58 AM 120,960 psd_200601_025810_tint60s_sdr0_fsw.fits\n",
"06/01/2020 02:59 AM 120,960 psd_200601_025912_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:00 AM 120,960 psd_200601_030013_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:01 AM 120,960 psd_200601_030115_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:02 AM 120,960 psd_200601_030217_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:03 AM 120,960 psd_200601_030319_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:04 AM 120,960 psd_200601_030421_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:05 AM 120,960 psd_200601_030523_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:06 AM 120,960 psd_200601_030625_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:07 AM 120,960 psd_200601_030727_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:08 AM 120,960 psd_200601_030829_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:09 AM 120,960 psd_200601_030930_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:10 AM 120,960 psd_200601_031032_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:11 AM 120,960 psd_200601_031134_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:12 AM 120,960 psd_200601_031236_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:13 AM 120,960 psd_200601_031338_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:14 AM 120,960 psd_200601_031440_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:15 AM 120,960 psd_200601_031542_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:16 AM 120,960 psd_200601_031644_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:17 AM 120,960 psd_200601_031745_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:18 AM 120,960 psd_200601_031847_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:19 AM 120,960 psd_200601_031949_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:20 AM 120,960 psd_200601_032052_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:21 AM 120,960 psd_200601_032154_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:22 AM 120,960 psd_200601_032256_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:23 AM 120,960 psd_200601_032358_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:25 AM 120,960 psd_200601_032500_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:26 AM 120,960 psd_200601_032601_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:27 AM 120,960 psd_200601_032703_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:28 AM 120,960 psd_200601_032805_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:29 AM 120,960 psd_200601_032907_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:30 AM 120,960 psd_200601_033009_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:31 AM 120,960 psd_200601_033111_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:32 AM 120,960 psd_200601_033213_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:33 AM 120,960 psd_200601_033315_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:34 AM 120,960 psd_200601_033417_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:35 AM 120,960 psd_200601_033518_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:36 AM 120,960 psd_200601_033620_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:37 AM 120,960 psd_200601_033722_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:38 AM 120,960 psd_200601_033824_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:39 AM 120,960 psd_200601_033926_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:40 AM 120,960 psd_200601_034028_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:41 AM 120,960 psd_200601_034130_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:42 AM 120,960 psd_200601_034232_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:43 AM 120,960 psd_200601_034334_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:44 AM 120,960 psd_200601_034435_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:45 AM 120,960 psd_200601_034537_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:46 AM 120,960 psd_200601_034639_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:47 AM 120,960 psd_200601_034741_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:48 AM 120,960 psd_200601_034843_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:49 AM 120,960 psd_200601_034945_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:50 AM 120,960 psd_200601_035048_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:51 AM 120,960 psd_200601_035150_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:52 AM 120,960 psd_200601_035251_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:53 AM 120,960 psd_200601_035353_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:54 AM 120,960 psd_200601_035455_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:55 AM 120,960 psd_200601_035557_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:56 AM 120,960 psd_200601_035659_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:58 AM 120,960 psd_200601_035801_tint60s_sdr0_fsw.fits\n",
"06/01/2020 03:59 AM 120,960 psd_200601_035903_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:00 AM 120,960 psd_200601_040005_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:01 AM 120,960 psd_200601_040106_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:02 AM 120,960 psd_200601_040208_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:03 AM 120,960 psd_200601_040310_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:04 AM 120,960 psd_200601_040412_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:05 AM 120,960 psd_200601_040514_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:06 AM 120,960 psd_200601_040616_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:07 AM 120,960 psd_200601_040718_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:08 AM 120,960 psd_200601_040820_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:09 AM 120,960 psd_200601_040922_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:10 AM 120,960 psd_200601_041024_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:11 AM 120,960 psd_200601_041125_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:12 AM 120,960 psd_200601_041227_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:13 AM 120,960 psd_200601_041329_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:14 AM 120,960 psd_200601_041431_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:15 AM 120,960 psd_200601_041533_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:16 AM 120,960 psd_200601_041635_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:17 AM 120,960 psd_200601_041737_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:18 AM 120,960 psd_200601_041839_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:19 AM 120,960 psd_200601_041940_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:20 AM 120,960 psd_200601_042043_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:21 AM 120,960 psd_200601_042145_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:22 AM 120,960 psd_200601_042247_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:23 AM 120,960 psd_200601_042349_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:24 AM 120,960 psd_200601_042451_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:25 AM 120,960 psd_200601_042553_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:26 AM 120,960 psd_200601_042655_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:27 AM 120,960 psd_200601_042757_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:28 AM 120,960 psd_200601_042858_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:30 AM 120,960 psd_200601_043000_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:31 AM 120,960 psd_200601_043102_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:32 AM 120,960 psd_200601_043204_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:33 AM 120,960 psd_200601_043306_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:34 AM 120,960 psd_200601_043408_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:35 AM 120,960 psd_200601_043510_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:36 AM 120,960 psd_200601_043612_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:37 AM 120,960 psd_200601_043714_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:38 AM 120,960 psd_200601_043815_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:39 AM 120,960 psd_200601_043917_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:40 AM 120,960 psd_200601_044019_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:41 AM 120,960 psd_200601_044121_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:42 AM 120,960 psd_200601_044223_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:43 AM 120,960 psd_200601_044325_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:44 AM 120,960 psd_200601_044427_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:45 AM 120,960 psd_200601_044529_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:46 AM 120,960 psd_200601_044630_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:47 AM 120,960 psd_200601_044732_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:48 AM 120,960 psd_200601_044834_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:49 AM 120,960 psd_200601_044936_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:50 AM 120,960 psd_200601_045039_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:51 AM 120,960 psd_200601_045141_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:52 AM 120,960 psd_200601_045243_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:53 AM 120,960 psd_200601_045345_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:54 AM 120,960 psd_200601_045447_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:55 AM 120,960 psd_200601_045548_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:56 AM 120,960 psd_200601_045650_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:57 AM 120,960 psd_200601_045752_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:58 AM 120,960 psd_200601_045854_tint60s_sdr0_fsw.fits\n",
"06/01/2020 04:59 AM 120,960 psd_200601_045956_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:00 AM 120,960 psd_200601_050058_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:02 AM 120,960 psd_200601_050200_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:03 AM 120,960 psd_200601_050302_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:04 AM 120,960 psd_200601_050404_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:05 AM 120,960 psd_200601_050505_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:06 AM 120,960 psd_200601_050607_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:07 AM 120,960 psd_200601_050709_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:08 AM 120,960 psd_200601_050811_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:09 AM 120,960 psd_200601_050913_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:10 AM 120,960 psd_200601_051015_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:11 AM 120,960 psd_200601_051117_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:12 AM 120,960 psd_200601_051219_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:13 AM 120,960 psd_200601_051320_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:14 AM 120,960 psd_200601_051422_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:15 AM 120,960 psd_200601_051524_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:16 AM 120,960 psd_200601_051626_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:17 AM 120,960 psd_200601_051728_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:18 AM 120,960 psd_200601_051830_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:19 AM 120,960 psd_200601_051932_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:20 AM 120,960 psd_200601_052035_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:21 AM 120,960 psd_200601_052137_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:22 AM 120,960 psd_200601_052238_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:23 AM 120,960 psd_200601_052340_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:24 AM 120,960 psd_200601_052442_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:25 AM 120,960 psd_200601_052544_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:26 AM 120,960 psd_200601_052646_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:27 AM 120,960 psd_200601_052748_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:28 AM 120,960 psd_200601_052850_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:29 AM 120,960 psd_200601_052952_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:30 AM 120,960 psd_200601_053054_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:31 AM 120,960 psd_200601_053155_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:32 AM 120,960 psd_200601_053257_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:33 AM 120,960 psd_200601_053359_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:35 AM 120,960 psd_200601_053501_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:36 AM 120,960 psd_200601_053603_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:37 AM 120,960 psd_200601_053705_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:38 AM 120,960 psd_200601_053807_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:39 AM 120,960 psd_200601_053909_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:40 AM 120,960 psd_200601_054010_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:41 AM 120,960 psd_200601_054112_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:42 AM 120,960 psd_200601_054214_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:43 AM 120,960 psd_200601_054316_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:44 AM 120,960 psd_200601_054418_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:45 AM 120,960 psd_200601_054520_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:46 AM 120,960 psd_200601_054622_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:47 AM 120,960 psd_200601_054724_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:48 AM 120,960 psd_200601_054825_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:49 AM 120,960 psd_200601_054927_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:50 AM 120,960 psd_200601_055037_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:51 AM 120,960 psd_200601_055139_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:52 AM 120,960 psd_200601_055241_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:53 AM 120,960 psd_200601_055342_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:54 AM 120,960 psd_200601_055444_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:55 AM 120,960 psd_200601_055546_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:56 AM 120,960 psd_200601_055648_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:57 AM 120,960 psd_200601_055750_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:58 AM 120,960 psd_200601_055852_tint60s_sdr0_fsw.fits\n",
"06/01/2020 05:59 AM 120,960 psd_200601_055954_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:00 AM 120,960 psd_200601_060056_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:01 AM 120,960 psd_200601_060157_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:02 AM 120,960 psd_200601_060259_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:04 AM 120,960 psd_200601_060401_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:05 AM 120,960 psd_200601_060503_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:06 AM 120,960 psd_200601_060605_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:07 AM 120,960 psd_200601_060707_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:08 AM 120,960 psd_200601_060809_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:09 AM 120,960 psd_200601_060910_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:10 AM 120,960 psd_200601_061012_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:11 AM 120,960 psd_200601_061114_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:12 AM 120,960 psd_200601_061216_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:13 AM 120,960 psd_200601_061318_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:14 AM 120,960 psd_200601_061420_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:15 AM 120,960 psd_200601_061522_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:16 AM 120,960 psd_200601_061624_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:17 AM 120,960 psd_200601_061726_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:18 AM 120,960 psd_200601_061827_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:19 AM 120,960 psd_200601_061929_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:20 AM 120,960 psd_200601_062031_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:21 AM 120,960 psd_200601_062134_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:22 AM 120,960 psd_200601_062236_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:23 AM 120,960 psd_200601_062338_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:24 AM 120,960 psd_200601_062440_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:25 AM 120,960 psd_200601_062542_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:26 AM 120,960 psd_200601_062644_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:27 AM 120,960 psd_200601_062745_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:28 AM 120,960 psd_200601_062847_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:29 AM 120,960 psd_200601_062949_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:30 AM 120,960 psd_200601_063051_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:31 AM 120,960 psd_200601_063153_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:32 AM 120,960 psd_200601_063255_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:33 AM 120,960 psd_200601_063357_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:34 AM 120,960 psd_200601_063459_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:36 AM 120,960 psd_200601_063600_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:37 AM 120,960 psd_200601_063702_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:38 AM 120,960 psd_200601_063804_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:39 AM 120,960 psd_200601_063906_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:40 AM 120,960 psd_200601_064008_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:41 AM 120,960 psd_200601_064110_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:42 AM 120,960 psd_200601_064212_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:43 AM 120,960 psd_200601_064314_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:44 AM 120,960 psd_200601_064416_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:45 AM 120,960 psd_200601_064517_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:46 AM 120,960 psd_200601_064619_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:47 AM 120,960 psd_200601_064721_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:48 AM 120,960 psd_200601_064823_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:49 AM 120,960 psd_200601_064925_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:50 AM 120,960 psd_200601_065027_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:51 AM 120,960 psd_200601_065130_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:52 AM 120,960 psd_200601_065232_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:53 AM 120,960 psd_200601_065333_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:54 AM 120,960 psd_200601_065435_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:55 AM 120,960 psd_200601_065537_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:56 AM 120,960 psd_200601_065639_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:57 AM 120,960 psd_200601_065741_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:58 AM 120,960 psd_200601_065843_tint60s_sdr0_fsw.fits\n",
"06/01/2020 06:59 AM 120,960 psd_200601_065945_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:00 AM 120,960 psd_200601_070046_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:01 AM 120,960 psd_200601_070148_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:02 AM 120,960 psd_200601_070250_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:03 AM 120,960 psd_200601_070352_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:04 AM 120,960 psd_200601_070454_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:05 AM 120,960 psd_200601_070556_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:06 AM 120,960 psd_200601_070658_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:08 AM 120,960 psd_200601_070800_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:09 AM 120,960 psd_200601_070902_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:10 AM 120,960 psd_200601_071003_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:11 AM 120,960 psd_200601_071105_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:12 AM 120,960 psd_200601_071207_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:13 AM 120,960 psd_200601_071309_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:14 AM 120,960 psd_200601_071411_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:15 AM 120,960 psd_200601_071513_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:16 AM 120,960 psd_200601_071615_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:17 AM 120,960 psd_200601_071717_tint60s_sdr0_fsw.fits\n",
"06/01/2020 07:18 AM 120,960 psd_200601_071819_tint60s_sdr0_fsw.fits\n",
" 2673 File(s) 319,582,080 bytes\n",
" 0 Dir(s) 285,804,347,392 bytes free\n"
]
}
],
"source": [
"ls -lhrt *fits"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"import pylab as pl\n",
"import pylab as plt\n",
"plt.style.use('dark_background')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"import glob\n",
"background_csvs = [fn for fn in glob.glob(\"*0528_19*60s_background.csv\")] "
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"background_csvs"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"background_data = np.array([np.loadtxt(fn, delimiter=',')[:,1] for fn in background_csvs])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"data_csvs = [fn for fn in glob.glob(\"*0528_*60s.csv\")]\n",
"data_csvs = data_csvs[572:] + [fn for fn in glob.glob(\"*0529_*60s.csv\")]\n",
"data = np.array([np.loadtxt(fn, delimiter=',')[:,1] for fn in data_csvs])"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"from astropy import coordinates\n",
"from astroplan import Observer\n",
"from astropy.time import Time\n",
"from astropy import units as u\n",
"from astropy.io import fits\n",
"from astropy.table import Table\n",
"import glob\n",
"import tqdm.notebook, tqdm"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<Time object: scale='utc' format='datetime' value=2020-06-01 11:19:20.878457>"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Time.now()"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"bgfilenames = glob.glob(\"*sdr0_background.fits\")\n",
"bgtables = [Table.read(fh) for fh in bgfilenames]"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "a12893e89e91442682453ff55b8a930f",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"HBox(children=(FloatProgress(value=0.0, max=2673.0), HTML(value='')))"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n"
]
}
],
"source": [
"filenames = glob.glob(\"*sdr0_fsw.fits\")\n",
"tables = [Table.read(fh) for fh in tqdm.notebook.tqdm(filenames)]"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"text/html": [
"<i>Table length=2048</i>\n",
"<table id=\"table2052616892104\" class=\"table-striped table-bordered table-condensed\">\n",
"<thead><tr><th>freq1</th><th>freq2</th><th>power1</th><th>power2</th><th>fsw_rvel</th><th>fsw_pow</th></tr></thead>\n",
"<thead><tr><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n",
"<tr><td>1419301000.0</td><td>1419111000.0</td><td>0.004462295678225784</td><td>0.0042740411309318115</td><td>233.17017196561034</td><td>-0.0029649716649695545</td></tr>\n",
"<tr><td>1419302171.875</td><td>1419112171.875</td><td>0.004433108665184293</td><td>0.0042752867345095995</td><td>232.92283469155086</td><td>-0.003043418380701886</td></tr>\n",
"<tr><td>1419303343.75</td><td>1419113343.75</td><td>0.004370038228963004</td><td>0.004265931471538011</td><td>232.67549741749144</td><td>-0.0031932855039878702</td></tr>\n",
"<tr><td>1419304515.625</td><td>1419114515.625</td><td>0.00439786478626562</td><td>0.004226896382017154</td><td>232.42816014338396</td><td>-0.0031807313527833668</td></tr>\n",
"<tr><td>1419305687.5</td><td>1419115687.5</td><td>0.004315702804792611</td><td>0.00420523696948897</td><td>232.18082286932454</td><td>-0.00332191396318271</td></tr>\n",
"<tr><td>1419306859.375</td><td>1419116859.375</td><td>0.004305621053948423</td><td>0.00416126394181509</td><td>231.93348559526507</td><td>-0.0034130674798165334</td></tr>\n",
"<tr><td>1419308031.25</td><td>1419118031.25</td><td>0.004281848924264007</td><td>0.004117720062072619</td><td>231.68614832120562</td><td>-0.0034380436200731595</td></tr>\n",
"<tr><td>1419309203.125</td><td>1419119203.125</td><td>0.004242828228380493</td><td>0.004095104830863719</td><td>231.43881104714615</td><td>-0.003589958991204854</td></tr>\n",
"<tr><td>1419310375.0</td><td>1419120375.0</td><td>0.004245054193373448</td><td>0.004065127653722729</td><td>231.19147377303872</td><td>-0.0036125985903096717</td></tr>\n",
"<tr><td>1419311546.875</td><td>1419121546.875</td><td>0.004218620686853096</td><td>0.004056979526290757</td><td>230.94413649897928</td><td>-0.003639057218189752</td></tr>\n",
"<tr><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td><td>...</td></tr>\n",
"<tr><td>1421689281.25</td><td>1421499281.25</td><td>0.0048021426948730095</td><td>0.004655504331644528</td><td>-270.9031925871343</td><td>nan</td></tr>\n",
"<tr><td>1421690453.125</td><td>1421500453.125</td><td>0.0047238538370551275</td><td>0.004591125799226536</td><td>-271.1505298611938</td><td>nan</td></tr>\n",
"<tr><td>1421691625.0</td><td>1421501625.0</td><td>0.004755770340249912</td><td>0.004525084945830346</td><td>-271.39786713525325</td><td>nan</td></tr>\n",
"<tr><td>1421692796.875</td><td>1421502796.875</td><td>0.0046909967844670514</td><td>0.004518952429845811</td><td>-271.64520440931267</td><td>nan</td></tr>\n",
"<tr><td>1421693968.75</td><td>1421503968.75</td><td>0.004628601396332601</td><td>0.004483328653289943</td><td>-271.8925416833721</td><td>nan</td></tr>\n",
"<tr><td>1421695140.625</td><td>1421505140.625</td><td>0.0046807999901029565</td><td>0.004386847509221581</td><td>-272.1398789574796</td><td>nan</td></tr>\n",
"<tr><td>1421696312.5</td><td>1421506312.5</td><td>0.004593403941584725</td><td>0.0044662200637342634</td><td>-272.387216231539</td><td>nan</td></tr>\n",
"<tr><td>1421697484.375</td><td>1421507484.375</td><td>0.004538931493113932</td><td>0.0044218466374819215</td><td>-272.6345535055985</td><td>nan</td></tr>\n",
"<tr><td>1421698656.25</td><td>1421508656.25</td><td>0.004480688456987249</td><td>0.004386193705893702</td><td>-272.8818907796579</td><td>nan</td></tr>\n",
"<tr><td>1421699828.125</td><td>1421509828.125</td><td>0.004458901691889166</td><td>0.004332274146927899</td><td>-273.12922805371744</td><td>nan</td></tr>\n",
"</table>"
],
"text/plain": [
"<Table length=2048>\n",
" freq1 freq2 ... fsw_rvel fsw_pow \n",
" float64 float64 ... float64 float64 \n",
"-------------- -------------- ... ------------------- ----------------------\n",
" 1419301000.0 1419111000.0 ... 233.17017196561034 -0.0029649716649695545\n",
"1419302171.875 1419112171.875 ... 232.92283469155086 -0.003043418380701886\n",
" 1419303343.75 1419113343.75 ... 232.67549741749144 -0.0031932855039878702\n",
"1419304515.625 1419114515.625 ... 232.42816014338396 -0.0031807313527833668\n",
" 1419305687.5 1419115687.5 ... 232.18082286932454 -0.00332191396318271\n",
"1419306859.375 1419116859.375 ... 231.93348559526507 -0.0034130674798165334\n",
" 1419308031.25 1419118031.25 ... 231.68614832120562 -0.0034380436200731595\n",
"1419309203.125 1419119203.125 ... 231.43881104714615 -0.003589958991204854\n",
" 1419310375.0 1419120375.0 ... 231.19147377303872 -0.0036125985903096717\n",
"1419311546.875 1419121546.875 ... 230.94413649897928 -0.003639057218189752\n",
" ... ... ... ... ...\n",
" 1421689281.25 1421499281.25 ... -270.9031925871343 nan\n",
"1421690453.125 1421500453.125 ... -271.1505298611938 nan\n",
" 1421691625.0 1421501625.0 ... -271.39786713525325 nan\n",
"1421692796.875 1421502796.875 ... -271.64520440931267 nan\n",
" 1421693968.75 1421503968.75 ... -271.8925416833721 nan\n",
"1421695140.625 1421505140.625 ... -272.1398789574796 nan\n",
" 1421696312.5 1421506312.5 ... -272.387216231539 nan\n",
"1421697484.375 1421507484.375 ... -272.6345535055985 nan\n",
" 1421698656.25 1421508656.25 ... -272.8818907796579 nan\n",
"1421699828.125 1421509828.125 ... -273.12922805371744 nan"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tables[0]"
]
},
{
"cell_type": "code",
"execution_count": 75,
"metadata": {},
"outputs": [],
"source": [
"import pytz\n",
"now = pytz.timezone('US/Eastern').localize(datetime.datetime.now())\n",
"utc_offset = now.utcoffset()"
]
},
{
"cell_type": "code",
"execution_count": 161,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2020-06-01 11:57:49.475674\n"
]
},
{
"data": {
"text/plain": [
"(<Galactic Coordinate: (l, b) in deg\n",
" (85.36340191, -45.79834956)>,\n",
" <Quantity 27.94438328 km / s>)"
]
},
"execution_count": 161,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"time = Time.now()\n",
"print(time)\n",
"observer = Observer(coordinates.EarthLocation.from_geodetic(-82.3*u.deg, 29.6*u.deg, 100*u.m), timezone='US/Eastern')\n",
"#observer.altaz(Time.now(), coordinates.SkyCoord(17*u.h, -30*u.deg))\n",
"target = coordinates.AltAz(alt=70*u.deg, az=180*u.deg, location=observer.location, obstime=time).transform_to(coordinates.Galactic)\n",
"barycorr = coordinates.SkyCoord(target).radial_velocity_correction(obstime=time, location=observer.location) \n",
"ELL, BEE = target.l, target.b\n",
"target, barycorr.to(u.km/u.s)"
]
},
{
"cell_type": "code",
"execution_count": 109,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<FK5 Coordinate (equinox=J2000.000): (ra, dec) in deg\n",
" (281.91823457, 9.57795083)>"
]
},
"execution_count": 109,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"target.transform_to(coordinates.FK5)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# pointing\n",
"\n",
"Was pointed straight up for most of this. At 9 AM on May 31, tilted to ~20deg from zenith, pointed straight south.\n",
"\n",
"\n",
"10:11 AM 5/31/2020: switched to 30 km/s FSW throw (60 total)"
]
},
{
"cell_type": "code",
"execution_count": 110,
"metadata": {},
"outputs": [],
"source": [
"# from astropy.table import Table\n",
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 111,
"metadata": {},
"outputs": [],
"source": [
"import datetime"
]
},
{
"cell_type": "code",
"execution_count": 112,
"metadata": {},
"outputs": [],
"source": [
"times = [datetime.datetime.strptime(\"_\".join(x.split(\"_\")[1:3]), \"%y%m%d_%H%M%S\") for x in filenames]\n",
"times = Time(times)"
]
},
{
"cell_type": "code",
"execution_count": 113,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2020-06-01 07:18:19\n",
"2020-06-01 11:18:19\n"
]
}
],
"source": [
"print(times.max())\n",
"times = times - utc_offset\n",
"print(times.max())"
]
},
{
"cell_type": "code",
"execution_count": 114,
"metadata": {},
"outputs": [],
"source": [
"pointingchange = Time('2020-05-31T10:11:19') + utc_offset"
]
},
{
"cell_type": "code",
"execution_count": 115,
"metadata": {},
"outputs": [],
"source": [
"targets = [coordinates.AltAz(alt=90*u.deg, az=180*u.deg, location=observer.location, obstime=time).transform_to(coordinates.Galactic)\n",
" if time < pointingchange else\n",
" coordinates.AltAz(alt=70*u.deg, az=180*u.deg, location=observer.location, obstime=time).transform_to(coordinates.Galactic)\n",
" for time in times]"
]
},
{
"cell_type": "code",
"execution_count": 116,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x1dd8d6c5988>]"
]
},
"execution_count": 116,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1440x720 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import pylab as pl\n",
"from astropy.visualization import time_support\n",
"time_support() \n",
"ra = u.Quantity([t.transform_to(coordinates.FK5).ra for t in targets])\n",
"dec = u.Quantity([t.transform_to(coordinates.FK5).dec for t in targets])\n",
"pl.figure(figsize=(20,10))\n",
"pl.subplot(1,3,1).plot(ra.to(u.hourangle), dec, '-s')\n",
"pl.subplot(1,3,2).plot(times.mjd, ra.to(u.hourangle), '-s')\n",
"pl.subplot(1,3,3).plot(times.mjd, dec, '-s')"
]
},
{
"cell_type": "code",
"execution_count": 117,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.collections.PathCollection at 0x1dd93b0a588>"
]
},
"execution_count": 117,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"x = coordinates.SkyCoord(np.linspace(0,24,50)*u.hourangle, (30*u.deg)*np.ones(50), frame='fk5')\n",
"pl.scatter(x.galactic.l, x.galactic.b, c=pl.cm.jet(np.linspace(0,24,50)/24))\n",
"x = coordinates.SkyCoord(np.linspace(0,24,50)*u.hourangle, (10*u.deg)*np.ones(50), frame='fk5')\n",
"pl.scatter(x.galactic.l, x.galactic.b, c=pl.cm.jet(np.linspace(0,24,50)/24))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"times.writeable = True\n",
"times[166] = times[166] + 24*u.h\n",
"times.writeable = False\n",
"times[166]"
]
},
{
"cell_type": "code",
"execution_count": 118,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x1ddfc90bac8>]"
]
},
"execution_count": 118,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 1440x720 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import pylab as pl\n",
"from astropy.visualization import time_support\n",
"time_support() \n",
"ell = u.Quantity([t.l for t in targets])\n",
"ell = coordinates.Angle(ell).wrap_at(180*u.deg)\n",
"bee = u.Quantity([t.b for t in targets])\n",
"pl.figure(figsize=(20,10))\n",
"pl.subplot(1,3,1).plot(ell, bee, '-s')\n",
"pl.subplot(1,3,2).plot(times.mjd, ell, '-s')\n",
"pl.subplot(1,3,3).plot(times.mjd, bee, '-s')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Read data into arrays"
]
},
{
"cell_type": "code",
"execution_count": 82,
"metadata": {},
"outputs": [],
"source": [
"frq = frq1 = tables[200]['freq1'] # redshifted (lower frequency)\n",
"frq2 = tables[200]['freq2'] # blueshifted (higher frequency)\n",
"rvel = tables[200]['fsw_rvel']\n",
"data = np.array([tbl['fsw_pow'] for tbl in tables])\n",
"data1 = np.array([tbl['power1'] for tbl in tables])\n",
"data2 = np.array([tbl['power2'] for tbl in tables])\n",
"\n",
"#bgdata = np.array([tbl['power'] for tbl in bgtables])"
]
},
{
"cell_type": "code",
"execution_count": 83,
"metadata": {},
"outputs": [],
"source": [
"#frq = u.Quantity(np.loadtxt(data_csvs[-1],delimiter=',')[:,0], u.Hz)\n",
"hi_restfreq = 1420.405751786*u.MHz\n",
"#rvel = frq.to(u.km/u.s, u.doppler_radio(hi_restfreq)) + barycorr"
]
},
{
"cell_type": "code",
"execution_count": 84,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x1dd8cb0acc8>]"
]
},
"execution_count": 84,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#pl.plot(frq, data[-1,:]-background_data.mean(axis=0))\n",
"pl.plot(frq, data.mean(axis=0) )"
]
},
{
"cell_type": "code",
"execution_count": 85,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x1dd8c090a48>]"
]
},
"execution_count": 85,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pl.plot(frq1, data1[-3:].mean(axis=0) )\n",
"pl.plot(frq2, data2[-3:].mean(axis=0) )"
]
},
{
"cell_type": "code",
"execution_count": 86,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x1dd8cbf59c8>]"
]
},
"execution_count": 86,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pl.plot(data1[-1:].mean(axis=0) )\n",
"pl.plot(data2[-1:].mean(axis=0) )"
]
},
{
"cell_type": "code",
"execution_count": 87,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x1dd8cb38508>]"
]
},
"execution_count": 87,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pl.plot(frq, data[-1:,:].mean(axis=0)-np.median(data, axis=0))"
]
},
{
"cell_type": "code",
"execution_count": 88,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x1dd8c897a48>]"
]
},
"execution_count": 88,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pl.plot(frq1, data1[-1:,:].mean(axis=0)-np.median(data1, axis=0))\n",
"pl.plot(frq2, data2[-1:,:].mean(axis=0)-np.median(data2, axis=0))"
]
},
{
"cell_type": "code",
"execution_count": 89,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x1dd8ca36388>]"
]
},
"execution_count": 89,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pl.plot(frq1, data1[:,:].mean(axis=0)-data2[:,:].mean(axis=0))"
]
},
{
"cell_type": "code",
"execution_count": 90,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<matplotlib.lines.Line2D at 0x1dd8c6c4c08>]"
]
},
"execution_count": 90,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": "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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"pl.plot(rvel, data1[-1:,:].mean(axis=0)-data2[-1:,:].mean(axis=0))"
]
},
{
"cell_type": "code",
"execution_count": 91,
"metadata": {},
"outputs": [],
"source": [
"#pl.plot(rvel, data[-1,:]-background_data.mean(axis=0))"
]
},
{
"cell_type": "code",
"execution_count": 92,
"metadata": {},
"outputs": [],
"source": [
"from astropy import visualization"
]
},
{
"cell_type": "code",
"execution_count": 93,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(2673, 2048)"
]
},
"execution_count": 93,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.shape"
]
},
{
"cell_type": "code",
"execution_count": 94,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"nan nan\n"
]
},
{
"data": {
"image/png": "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
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment