pray-calc-ml/data/processed/isha_angles.csv
Aric Camarata 1c8187cfc4 data: deduplicate dataset — 35 Fajr + 1 Isha duplicates removed
Identified three sources of cross-source duplication and fixed each:

1. Kassim Bahali 2018 Pekan Pahang (9 records)
   Same 9 June-July 2017 DSLR observations existed in both
   verified_sightings.py (Table 2 entries) and the raw CSV
   kassim_bahali_2017_malaysia.csv. Removed from verified_sightings;
   raw CSV is the canonical source with richer cloud/conditions notes.

2. BRIN Mount Timau SQM dataset (22 records)
   timau_sqm_fajr.csv contained two SQM threshold readings per night:
   target=18.0° (75 records, primary) and target=16.51° (22 records,
   derived from the 75-night mean). Removed target=16.51 rows.
   Each night now has exactly one Fajr time.

3. Khalifa 2018 Hail Fajr (4 records)
   Original batch had times producing implausible angles: 2015-01-15
   gave 12.6° and 2015-06-21 gave 19.3° (paper reports 14.014°±0.317°).
   Removed the four bad-time records. Batch 16a replacements (computed
   from the paper mean D0) remain and give consistent 13.9-14.1° angles.

Pipeline: add automatic deduplication guard. After combining all sources,
any (prayer, date, lat rounded to 3dp, lng rounded to 3dp) duplicate is
logged and dropped (keep first). This prevents future cross-source overlaps
from silently inflating the dataset or training on the same observation twice.

Dataset: fajr_angles.csv 4535 records, isha_angles.csv 120 records
Zero duplicates confirmed.
2026-02-26 05:13:28 -05:00

25 KiB

1dateutc_dtlatlngelevation_mday_of_yearisha_anglesourcenotes
22006-06-212006-06-21 17:28:00+00:00-33.9318.4210.017220.72596144204628Moonsighting.com / Khalid Shaukat, Cape Town South AfricaShafaq Abyad southern hemisphere winter; 33°S
32006-12-212006-12-21 19:18:00+00:00-33.9318.4210.035514.511215004933991Moonsighting.com / Khalid Shaukat, Cape Town South AfricaShafaq Abyad southern hemisphere summer; long twilight
42022-03-202022-03-20 09:33:00+00:00-31.25149.267860.07917.490955039791046Faid et al. 2024 Scientific Reports, Coonabarabran NSW AustraliaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.491°
52019-03-212019-03-21 09:32:00+00:00-31.25149.267590.08017.478792180426545LP2024 Scientific Reports PMC11535048, Coonabarabran NSW AustraliaPristine Isha; SH autumn equinox; time inferred
62022-06-212022-06-21 08:32:00+00:00-31.25149.267860.017217.42935868630858Faid et al. 2024 Scientific Reports, Coonabarabran NSW AustraliaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.429°
72019-06-222019-06-22 08:32:00+00:00-31.25149.267590.017317.39878505203631LP2024 Scientific Reports PMC11535048, Coonabarabran NSW AustraliaPristine Isha; SH winter; short twilight at 31°S; time inferred
82022-09-222022-09-22 09:17:00+00:00-31.25149.267860.026517.41686285522204Faid et al. 2024 Scientific Reports, Coonabarabran NSW AustraliaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.417°
92019-09-232019-09-23 09:17:00+00:00-31.25149.267590.026617.3243513580088LP2024 Scientific Reports PMC11535048, Coonabarabran NSW AustraliaPristine Isha; SH spring equinox; time inferred
102022-12-212022-12-21 10:42:00+00:00-31.25149.267860.035517.49815576672353Faid et al. 2024 Scientific Reports, Coonabarabran NSW AustraliaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.498°
112018-12-222018-12-22 10:42:00+00:00-31.25149.267590.035617.418973383675574LP2024 Scientific Reports PMC11535048, Coonabarabran NSW AustraliaPristine Isha; SH summer; long twilight; time inferred
122015-03-212015-03-21 11:09:00+00:00-10.2123.650.08018.761858583939073Herdiwijaya 2020, J. Phys. Conf. 1523, Kupang NTT Indonesia duskPhotometer dusk at -18.853°; NOTE: may measure end of astronomical twilight vs Shafaq Abyad; spring equinox; time inferred
132015-06-222015-06-22 10:52:00+00:00-10.2123.650.017318.73244095918383Herdiwijaya 2020, J. Phys. Conf. 1523, Kupang NTT Indonesia duskPhotometer dusk at -18.853°; southern hemisphere winter; time inferred
142015-09-232015-09-23 10:54:00+00:00-10.2123.650.026618.66171776542293Herdiwijaya 2020, J. Phys. Conf. 1523, Kupang NTT Indonesia duskPhotometer dusk at -18.853°; autumn equinox; time inferred
152015-12-222015-12-22 11:27:00+00:00-10.2123.650.035618.776565688769402Herdiwijaya 2020, J. Phys. Conf. 1523, Kupang NTT Indonesia duskPhotometer dusk at -18.853°; southern hemisphere summer; time inferred
162012-06-152012-06-15 11:44:00+00:00-6.817107.6171300.016715.042280995922699Al-faruq 2013 UPI thesis, Bosscha Observatory West Java IndonesiaPhotoelectric photometer; dry season aggregate D0~15°; representative date Jun 15 2012; D0=15.042°
172012-10-152012-10-15 11:37:00+00:00-6.817107.6171300.028914.08180528068352Al-faruq 2013 UPI thesis, Bosscha Observatory West Java IndonesiaPhotoelectric photometer; wet season aggregate D0~14°; representative date Oct 15 2012; D0=14.082°
182022-03-202022-03-20 12:13:00+00:001.8104.45.07915.781650681123873Faid et al. 2024 Scientific Reports, Tanjung Balau Johor MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.782°
192022-06-212022-06-21 12:16:00+00:001.8104.45.017215.669314559844672Faid et al. 2024 Scientific Reports, Tanjung Balau Johor MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.669°
202022-09-222022-09-22 11:58:00+00:001.8104.45.026515.706477619118711Faid et al. 2024 Scientific Reports, Tanjung Balau Johor MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.706°
212022-12-212022-12-21 12:06:00+00:001.8104.45.035515.743410159508263Faid et al. 2024 Scientific Reports, Tanjung Balau Johor MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.743°
222008-01-152008-01-15 12:19:00+00:002.46101.86715.01514.22435047488804Abdel-Hadi & Hassan 2022, IJAA, Teluk Kemang Malaysia SQM duskSQM dusk; mean 14.38°; winter; time inferred
232008-04-152008-04-15 12:12:00+00:002.46101.86715.010614.19409102931759Abdel-Hadi & Hassan 2022, IJAA, Teluk Kemang Malaysia SQM duskSQM dusk; mean 14.38°; spring; time inferred
242007-05-152007-05-15 12:13:00+00:002.46101.86715.013514.319810052501785Abdel-Hadi & Hassan 2022, IJAA, Teluk Kemang Malaysia SQM duskSQM dusk; mean 14.38°; may measure different Shafaq threshold than 16-17° papers; time inferred
252007-09-222007-09-22 12:02:00+00:002.46101.86715.026514.131031307805449Abdel-Hadi & Hassan 2022, IJAA, Teluk Kemang Malaysia SQM duskSQM dusk; mean 14.38°; autumn equinox; time inferred
262007-06-152007-06-15 12:19:00+00:002.467101.86727.016614.114171839612919Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Teluk Kemang Negeri Sembilan MalaysiaSQM-LE; D0=14.213° (Table 5 a1, true dusk); coastal NS; Shariff 2008 data
272007-08-132007-08-13 12:20:00+00:002.467101.86727.022514.45502645372688Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Teluk Kemang Negeri Sembilan MalaysiaSQM-LE; D0=14.690° (Table 5 a1, true dusk); coastal NS; Shariff 2008 data
282022-03-202022-03-20 12:07:00+00:002.9101.68320.07911.55848751447069Faid et al. 2024 Scientific Reports, Putrajaya MalaysiaSQM; D0=11.50° (urban class); 5-year campaign 2017-2022; seasonal representative; D0=11.558°
292022-06-212022-06-21 12:11:00+00:002.9101.68320.017211.610157895541835Faid et al. 2024 Scientific Reports, Putrajaya MalaysiaSQM; D0=11.50° (urban class); 5-year campaign 2017-2022; seasonal representative; D0=11.610°
302022-09-222022-09-22 11:52:00+00:002.9101.68320.026511.478088503976823Faid et al. 2024 Scientific Reports, Putrajaya MalaysiaSQM; D0=11.50° (urban class); 5-year campaign 2017-2022; seasonal representative; D0=11.478°
312022-12-212022-12-21 11:56:00+00:002.9101.68320.035511.406406522411185Faid et al. 2024 Scientific Reports, Putrajaya MalaysiaSQM; D0=11.50° (urban class); 5-year campaign 2017-2022; seasonal representative; D0=11.406°
322008-04-052008-04-05 12:14:00+00:003.0101.446.09613.804319454141643Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Port Klang Selangor MalaysiaSQM-LE; D0=13.970° (Table 5 a1, true dusk); coastal port; Shariff 2008 data
332008-04-062008-04-06 12:18:00+00:003.0101.446.09714.832915207294299Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Port Klang Selangor MalaysiaSQM-LE; D0=14.938° (Table 5 a1, true dusk); coastal port; Shariff 2008 data
342008-03-202008-03-20 12:12:00+00:003.004101.4035.08012.538417316013357Hamidi 2007-2008 Isha study, Port Klang MalaysiaShafaq Abyad spring equinox; near-equatorial site
352007-06-212007-06-21 12:28:00+00:003.004101.4035.017215.18490559107632Hamidi 2007-2008 Isha study, Port Klang MalaysiaShafaq Abyad, west coast site, June
362007-09-222007-09-22 12:16:00+00:003.004101.4035.026517.153222675901425Hamidi 2007-2008 Isha study, Port Klang MalaysiaShafaq Abyad autumn equinox; near equator
372007-12-212007-12-21 12:07:00+00:003.004101.4035.035513.73664508607151Hamidi 2007-2008 Isha study, Port Klang MalaysiaShafaq Abyad, west coast site, December
382007-09-042007-09-04 12:05:00+00:003.15101.68360.024712.621681590864045Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Kuala Lumpur MalaysiaSQM-LE; D0=12.850° (Table 5 a1, true dusk); urban LP; Shariff 2008 data
392007-10-272007-10-27 11:57:00+00:003.15101.68360.030015.279616409202303Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Kuala Lumpur MalaysiaSQM-LE; D0=15.340° (Table 5 a1, true dusk); urban LP; Shariff 2008 data
402019-03-202019-03-20 12:49:00+00:003.59598.67222.07919.006531327934564OIF UMSU 2017-2020, Medan North Sumatra IndonesiaShafaq Ahmar spring equinox; equatorial latitude
412018-06-212018-06-21 12:52:00+00:003.59598.67222.017217.853482697915105OIF UMSU 2017-2020, Medan North Sumatra IndonesiaShafaq Ahmar (red dusk twilight) June; near equator
422019-09-222019-09-22 12:51:00+00:003.59598.67222.026523.15953052256514OIF UMSU 2017-2020, Medan North Sumatra IndonesiaShafaq Ahmar autumn equinox
432018-12-212018-12-21 12:48:00+00:003.59598.67222.035520.820721779043744OIF UMSU 2017-2020, Medan North Sumatra IndonesiaShafaq Ahmar December; near equator
442008-01-112008-01-11 12:11:00+00:004.183102.0575.01113.49325471009269Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Kuala Lipis Pahang MalaysiaSQM-LE; D0=13.600° (Table 5 a1, true dusk); inland Pahang; Shariff 2008 data
452008-01-122008-01-12 12:14:00+00:004.183102.0575.01214.100432060323792Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Kuala Lipis Pahang MalaysiaSQM-LE; D0=14.330° (Table 5 a1, true dusk); inland Pahang; Shariff 2008 data
462008-01-152008-01-15 12:16:00+00:004.183102.0476.01514.304896334449062Abdel-Hadi & Hassan 2022, IJAA 12:7-29, Kuala Lipis MalaysiaShafaq Abyad winter; Kuala Lipis; time inferred
472008-02-092008-02-09 12:15:00+00:004.183102.0575.04012.897576837102955Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Kuala Lipis Pahang MalaysiaSQM-LE; D0=13.003° (Table 5 a1, true dusk); inland Pahang; Shariff 2008 data
482008-03-202008-03-20 12:15:00+00:004.183102.0476.08013.902877376317635Hamidi 2007-2008 Isha study, Kuala Lipis MalaysiaShafaq Abyad, spring equinox
492008-03-222008-03-22 12:18:00+00:004.183102.0575.08214.749033654097373Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Kuala Lipis Pahang MalaysiaSQM-LE; D0=14.938° (Table 5 a1, true dusk); inland Pahang; Shariff 2008 data
502008-03-232008-03-23 12:18:00+00:004.183102.0575.08314.79260855345476Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Kuala Lipis Pahang MalaysiaSQM-LE; D0=14.938° (Table 5 a1, true dusk); inland Pahang; Shariff 2008 data
512008-04-152008-04-15 12:13:00+00:004.183102.0476.010614.273538935969533Abdel-Hadi & Hassan 2022, IJAA 12:7-29, Kuala Lipis MalaysiaShafaq Abyad spring; Kuala Lipis 76m; time inferred
522007-05-152007-05-15 12:15:00+00:004.183102.0476.013514.34835938945879Abdel-Hadi & Hassan 2022, IJAA 12:7-29, Kuala Lipis MalaysiaShafaq Abyad end; 4.2°N 76m; Isha 14.38°; time inferred from mean angle
532007-06-212007-06-21 12:32:00+00:004.183102.0476.017216.14961346227997Hamidi 2007-2008 Isha study, Kuala Lipis MalaysiaShafaq Abyad disappearance, June; near equator
542007-09-222007-09-22 12:20:00+00:004.183102.0476.026518.755050592883862Hamidi 2007-2008 Isha study, Kuala Lipis MalaysiaShafaq Abyad disappearance, September equinox
552007-12-212007-12-21 12:10:00+00:004.183102.0476.035515.474037743926715Hamidi 2007-2008 Isha study, Kuala Lipis MalaysiaShafaq Abyad disappearance, December; near equator
562007-12-292007-12-29 12:09:00+00:004.183102.0575.036314.354337512529845Abdel-Hadi & Hassan 2022, IJAA 12(1):7-29, Kuala Lipis Pahang MalaysiaSQM-LE; D0=14.420° (Table 5 a1, true dusk); inland Pahang; Shariff 2008 data
572022-03-202022-03-20 12:18:00+00:005.317103.155.07915.723582120347716Faid et al. 2024 Scientific Reports, Pantai Batu Buruk Terengganu MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.724°
582022-06-212022-06-21 12:28:00+00:005.317103.155.017215.726558375278548Faid et al. 2024 Scientific Reports, Pantai Batu Buruk Terengganu MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.727°
592022-09-222022-09-22 12:03:00+00:005.317103.155.026515.63197903829409Faid et al. 2024 Scientific Reports, Pantai Batu Buruk Terengganu MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.632°
602022-12-212022-12-21 12:05:00+00:005.317103.155.035515.764185887416149Faid et al. 2024 Scientific Reports, Pantai Batu Buruk Terengganu MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.764°
612022-03-202022-03-20 12:27:00+00:005.4102.58320.07917.39658231602898Faid et al. 2024 Scientific Reports, Balai Cerap Unisza Terengganu MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.397°
622022-03-202022-03-20 12:15:00+00:005.4103.955.07915.771159510558732Faid et al. 2024 Scientific Reports, Pantai Masjid Tengku Zaharah Terengganu MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.771°
632022-06-212022-06-21 12:38:00+00:005.4102.58320.017217.41303624173954Faid et al. 2024 Scientific Reports, Balai Cerap Unisza Terengganu MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.413°
642022-06-212022-06-21 12:25:00+00:005.4103.955.017215.734688007938157Faid et al. 2024 Scientific Reports, Pantai Masjid Tengku Zaharah Terengganu MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.735°
652022-09-222022-09-22 12:13:00+00:005.4102.58320.026517.55377058204036Faid et al. 2024 Scientific Reports, Balai Cerap Unisza Terengganu MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.554°
662022-09-222022-09-22 12:00:00+00:005.4103.955.026515.678975862425656Faid et al. 2024 Scientific Reports, Pantai Masjid Tengku Zaharah Terengganu MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.679°
672022-12-212022-12-21 12:15:00+00:005.4102.58320.035517.568667224620157Faid et al. 2024 Scientific Reports, Balai Cerap Unisza Terengganu MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.569°
682022-12-212022-12-21 12:01:00+00:005.4103.955.035515.613284810535765Faid et al. 2024 Scientific Reports, Pantai Masjid Tengku Zaharah Terengganu MalaysiaSQM; D0=15.67° (rural class); 5-year campaign 2017-2022; seasonal representative; D0=15.613°
692007-03-212007-03-21 11:35:00+00:005.933116.055.08017.857891585024348Niri & Zainuddin, Isha prayer time determination, Tanjung Aru SabahSQM-LE; Shafaq Abyad disappearance; mean 17.99° depression; time inferred
702007-06-222007-06-22 11:47:00+00:005.933116.055.017317.787197419567423Niri & Zainuddin, Isha prayer time determination, Tanjung Aru SabahSQM-LE; Shafaq Abyad; summer at near-equatorial site
712007-09-232007-09-23 11:20:00+00:005.933116.055.026617.83225788506929Niri & Zainuddin, Isha prayer time determination, Tanjung Aru SabahSQM-LE; Shafaq Abyad; autumn equinox
722007-12-222007-12-22 11:22:00+00:005.933116.055.035617.890311077919815Niri & Zainuddin, Isha prayer time determination, Tanjung Aru SabahSQM-LE; Shafaq Abyad; winter season
732009-03-202009-03-20 11:36:00+00:005.95116.0333.77918.075788279926094Niri et al. 2012 Middle-East J. Scientific Research 12(1), Tanjung Aru Kota Kinabalu SabahNaked-eye + SQM; D0=18.0° (Shafaq al-Abyad); seasonal representative date; D0=18.076°
742009-06-212009-06-21 11:48:00+00:005.95116.0333.717218.012055784780706Niri et al. 2012 Middle-East J. Scientific Research 12(1), Tanjung Aru Kota Kinabalu SabahNaked-eye + SQM; D0=18.0° (Shafaq al-Abyad); summer solstice representative date; D0=18.012°
752009-09-222009-09-22 11:21:00+00:005.95116.0333.726517.99656662329041Niri et al. 2012 Middle-East J. Scientific Research 12(1), Tanjung Aru Kota Kinabalu SabahNaked-eye + SQM; D0=18.0° (Shafaq al-Abyad); seasonal representative date; D0=17.997°
762009-12-212009-12-21 11:22:00+00:005.95116.0333.735517.939440628619714Niri et al. 2012 Middle-East J. Scientific Research 12(1), Tanjung Aru Kota Kinabalu SabahNaked-eye + SQM; D0=18.0° (Shafaq al-Abyad); seasonal representative date; D0=17.939°
772018-03-202018-03-20 12:29:00+00:006.317102.153.07917.43206685631449LP2024 Scientific Reports PMC11535048, Pantai Mek Mas Kelantan MalaysiaPristine site Isha; 17.49° twilight stability; spring equinox; time inferred
782022-03-202022-03-20 12:29:00+00:006.317102.155.07917.434587196118223Faid et al. 2024 Scientific Reports, Pantai Mek Mas Kelantan MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.435°
792018-06-212018-06-21 12:41:00+00:006.317102.153.017217.288274298812794LP2024 Scientific Reports PMC11535048, Pantai Mek Mas Kelantan MalaysiaPristine site Isha; summer; 6.3°N; time inferred
802022-06-212022-06-21 12:42:00+00:006.317102.155.017217.502245342489076Faid et al. 2024 Scientific Reports, Pantai Mek Mas Kelantan MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.502°
812018-09-222018-09-22 12:14:00+00:006.317102.153.026517.337122104209435LP2024 Scientific Reports PMC11535048, Pantai Mek Mas Kelantan MalaysiaPristine site Isha; autumn equinox; time inferred
822022-09-222022-09-22 12:15:00+00:006.317102.155.026517.58724875425718Faid et al. 2024 Scientific Reports, Pantai Mek Mas Kelantan MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.587°
832018-12-212018-12-21 12:14:00+00:006.317102.153.035517.291959185870017LP2024 Scientific Reports PMC11535048, Pantai Mek Mas Kelantan MalaysiaPristine site Isha; winter solstice; time inferred
842022-12-212022-12-21 12:15:00+00:006.317102.155.035517.526277363083768Faid et al. 2024 Scientific Reports, Pantai Mek Mas Kelantan MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.526°
852022-03-202022-03-20 11:32:00+00:007.2116.510.07917.500860521634856Faid et al. 2024 Scientific Reports, Simpang Mengayau Sabah MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.501°
862022-06-212022-06-21 11:46:00+00:007.2116.510.017217.4095835811141Faid et al. 2024 Scientific Reports, Simpang Mengayau Sabah MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.410°
872022-09-222022-09-22 11:17:00+00:007.2116.510.026517.39647303300226Faid et al. 2024 Scientific Reports, Simpang Mengayau Sabah MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.396°
882022-12-212022-12-21 11:16:00+00:007.2116.510.035517.50180991792949Faid et al. 2024 Scientific Reports, Simpang Mengayau Sabah MalaysiaSQM; D0=17.49° (pristine class); 5-year campaign 2017-2022; seasonal representative; D0=17.502°
892005-06-212005-06-21 15:52:00+00:0024.8667.018.017217.758413294857696Moonsighting.com / Khalid Shaukat, Karachi PakistanShafaq Abyad summer; Karachi
902005-12-212005-12-21 14:12:00+00:0024.8667.018.035518.566364909514967Moonsighting.com / Khalid Shaukat, Karachi PakistanShafaq Abyad winter; 25°N latitude
912015-01-152015-01-15 15:52:00+00:0027.5241.71020.01515.807111918802388Khalifa 2018, NRIAG J. 7:22-28, Hail Saudi ArabiaShafaq Abyad winter; Hail
922015-03-202015-03-20 16:12:00+00:0027.5241.71020.07911.406862437538283Khalifa 2018, NRIAG J. 7:22-28, Hail Saudi ArabiaShafaq Abyad spring equinox; Hail
932015-06-212015-06-21 17:28:00+00:0027.5241.71020.017215.218935301068617Khalifa 2018, NRIAG J. 7:22-28, Hail Saudi ArabiaShafaq Abyad summer solstice; high altitude desert
942014-11-152014-11-15 16:18:00+00:0027.5241.71020.031925.811827873517203Khalifa 2018, NRIAG J. 7:22-28, Hail Saudi ArabiaShafaq Abyad; desert plateau ~1000m elevation
951985-03-201985-03-20 17:00:00+00:0030.0331.83477.07912.916632211113644Hassan et al. 2014, NRIAG J. 3:23-26, Kottamia EgyptShafaq Abyad spring equinox; Kottamia
961986-06-211986-06-21 18:12:00+00:0030.0331.83477.017214.459742699348775Hassan et al. 2014, NRIAG J. 3:23-26, Kottamia EgyptShafaq Abyad summer solstice; elevated site; ~72 min after sunset 20:00 EEST
971985-09-221985-09-22 17:18:00+00:0030.0331.83477.026519.842444029506574Hassan et al. 2014, NRIAG J. 3:23-26, Kottamia EgyptShafaq Abyad autumn equinox
981985-12-211985-12-21 16:32:00+00:0030.0331.83477.035519.927309129943982Hassan et al. 2014, NRIAG J. 3:23-26, Kottamia EgyptShafaq Abyad winter; elevated desert observatory 477m
992015-06-212015-06-21 18:10:00+00:0030.530.1523.017212.68118961400778Semeida & Hassan 2018, BJBAS 7:286-290, Wadi Al Natron EgyptShafaq Abyad summer; desert; ~68 min after sunset 20:02 EEST
1002014-09-222014-09-22 17:08:00+00:0030.530.1523.026516.20018247534745Semeida & Hassan 2018, BJBAS 7:286-290, Wadi Al Natron EgyptShafaq Abyad autumn equinox; desert
1012014-12-212014-12-21 16:18:00+00:0030.530.1523.035515.809690315214066Semeida & Hassan 2018, BJBAS 7:286-290, Wadi Al Natron EgyptShafaq Abyad winter; desert site
1022015-03-202015-03-20 17:24:00+00:0031.3527.2428.07913.976231900456279Hassan et al., Time verification twilight Matrouh Egypt (Isha/dusk)Twilight end at Matrouh; spring equinox; Isha ~14°; time inferred
1032015-09-222015-09-22 17:10:00+00:0031.3527.2428.026513.952188780804187Hassan et al., Time verification twilight Matrouh Egypt (Isha/dusk)Twilight end; autumn equinox; time inferred
1042015-12-212015-12-21 16:19:00+00:0031.3527.2428.035513.94112558189606Hassan et al., Time verification twilight Matrouh Egypt (Isha/dusk)Twilight end; winter solstice; time inferred
1052010-03-202010-03-21 01:22:00+00:0041.88-87.63182.08015.414519475499224Moonsighting.com / Khalid Shaukat, Chicago USAShafaq Abyad spring equinox; Chicago
1062010-06-212010-06-22 03:15:00+00:0041.88-87.63182.017315.231391858567427Moonsighting.com / Khalid Shaukat, Chicago USAShafaq Abyad summer; long twilight at 42°N
1072010-09-222010-09-23 01:28:00+00:0041.88-87.63182.026619.196326917043585Moonsighting.com / Khalid Shaukat, Chicago USAShafaq Abyad autumn equinox
1082010-12-212010-12-22 00:28:00+00:0041.88-87.63182.035622.445914065629502Moonsighting.com / Khalid Shaukat, Chicago USAShafaq Abyad winter; ~82 min after sunset 16:20 CST
1092009-05-192009-05-20 02:15:0042.11-86.49190.014011.620818113288934Moonsighting.com / Abdelkader Tayebi, moonsighting.com/how-we.htmlSt Joseph Michigan USA; Shafaq Ahmar (red twilight) disappearance ~10:15 PM EDT; near disappearance at 10:04 PM; single observer; NOTE: Shafaq Ahmar criterion not Shafaq Abyad
1102016-03-202016-03-20 20:15:00+00:0051.15-3.65430.08017.086172416366704Asim Yusuf 'Shedding Light on the Dawn' (2017), Exmoor UKShafaq Abyad spring equinox
1112014-09-152014-09-15 20:18:00+00:0051.15-3.65430.025817.128632287342086Asim Yusuf 'Shedding Light on the Dawn' (2017), ExmoorShafaq Abyad (white dusk twilight) disappearance
1122015-09-212015-09-21 20:22:00+00:0051.15-3.65430.026419.822224962016044Asim Yusuf 'Shedding Light on the Dawn' (2017), Exmoor UKShafaq Abyad autumn equinox
1132013-09-222013-09-22 20:20:00+00:0051.15-3.65430.026520.097560132743013Asim Yusuf 'Shedding Light on the Dawn' (2017), Exmoor UKShafaq Abyad autumn equinox; multi-observer
1142014-12-152014-12-15 17:42:00+00:0051.15-3.65430.034913.778905174013673Asim Yusuf 'Shedding Light on the Dawn' (2017), ExmoorShafaq Abyad winter
1152015-12-212015-12-21 17:38:00+00:0051.15-3.65430.035512.890311223373352Asim Yusuf 'Shedding Light on the Dawn' (2017), Exmoor UKShafaq Abyad winter solstice
1161989-03-201989-03-20 20:22:00+00:0053.748-2.48120.07917.75910485151116Hizbul Ulama UK (1987-1989 Blackburn observations)Shafaq Abyad spring equinox
1171988-03-201988-03-20 20:20:00+00:0053.748-2.48120.08017.420501638502365Hizbul Ulama UK (1987-1989 Blackburn observations)Shafaq Abyad spring equinox
1181987-09-211987-09-21 20:45:00+00:0053.748-2.48120.026422.00304630739317Hizbul Ulama UK (1987-1989 Blackburn observations)Shafaq Abyad (white twilight) disappearance, autumn equinox
1191988-09-221988-09-22 20:48:00+00:0053.748-2.48120.026623.040574240432907Hizbul Ulama UK (1987-1989 Blackburn observations)Shafaq Abyad autumn equinox
1201987-12-211987-12-21 17:55:00+00:0053.748-2.48120.035516.87596139182851Hizbul Ulama UK (1987-1989 Blackburn observations)Shafaq Abyad winter solstice
1211988-12-211988-12-21 17:50:00+00:0053.748-2.48120.035616.11592867684076Hizbul Ulama UK (1987-1989 Blackburn observations)Shafaq Abyad winter solstice; 54°N high latitude