mirror of
https://github.com/acamarata/pray-calc-ml.git
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c1eeef53c4
Major additions: - Extract all 1,621 Basthoni 2022 SQM records (46 Indonesian sites, Lampiran 2-5) via precomputed_angles.py - Add 9 new raw sighting CSVs: Abdel-Hadi Malaysia, BRIN multistation, Kassim Bahali (2017+2019), Khalifa Saudi, Moonsighting.com, Shaukat 2015 Blackburn UK, Walisongo Sulawesi - Curate aggregate D0 database (115 entries) in research/ Pipeline improvements: - Open-Topo-Data SRTM30m primary elevation API with fallback - APPROVED_RAW_CSVS allowlist prevents circular data ingestion - Pre-computed angle merge path (bypasses back-calculation for SQM data) - BAD_NOTE_MARKERS quality filter for excluded sources Collection tools: - BRIN multistation SQM processors - PDF/HTML table extractor for academic papers - Source tracking database (collection_manifest.json) Documentation: - Rewrite .wiki/Data.md and .wiki/Research.md from scratch - Expand Data-Sources.md with full Basthoni Lampiran breakdown - Add 14 researcher outreach drafts - Update .gitignore to exclude bulk/experimental files
12 KiB
12 KiB
| 1 | source | site | lat | lng | elevation_m | prayer | d0_angle | d0_std | n_nights | method | sky_quality | year_range |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | MJC South Africa standard | Johannesburg | -26.2 | 28.04 | 1753 | fajr | 18.0 | standard | n/a | current | ||
| 3 | Herdiwijaya 2016+2020 | Kupang Amfoang, NTT | -9.6 | 123.95 | 1300 | fajr | 18.0 | 83.0 | SQM/photometer | pristine | 2011-2018 | |
| 4 | Damanhuri & Mukarram LAPAN 2022 | Lombok, NTT | -8.56 | 116.1 | 25 | fajr | 16.51 | SQM | rural | 2018 | ||
| 5 | Maskufa et al. 2024 Mazahib | Labuan Bajo, Flores NTT | -8.5 | 119.89 | 10 | fajr | 19.3 | SQM | pristine | 2023 | ||
| 6 | Setyanto et al. 2021 Al-Hilal | Labuan Bajo, NTT | -8.39 | 119.68 | 10 | fajr | 19.13 | 1.0 | SQM | pristine | 2018 | |
| 7 | Herdiwijaya 2014-2016 | Yogyakarta | -7.87 | 110.42 | 100 | fajr | 17.0 | 0.7 | 136.0 | photometer | suburban | 2014-2016 |
| 8 | Damanhuri & Mukarram LAPAN 2022 | Pasuruan, East Java | -7.64 | 112.9 | 4 | fajr | 16.51 | SQM | suburban | 2018 | ||
| 9 | Damanhuri & Mukarram LAPAN 2022 | Garut, West Java | -7.21 | 107.9 | 717 | fajr | 16.51 | SQM | rural | 2018 | ||
| 10 | Herdiwijaya 2016+2020 | Cimahi, West Java | -6.88 | 107.53 | 700 | fajr | 18.5 | SQM | suburban | 2011-2018 | ||
| 11 | Damanhuri & Mukarram LAPAN 2022 | Sumedang, West Java | -6.86 | 107.92 | 556 | fajr | 16.51 | SQM | rural | 2018 | ||
| 12 | Herdiwijaya 2016+2020 | Bosscha Observatory, Lembang | -6.83 | 107.61 | 1300 | fajr | 15.3 | 83.0 | photometer | rural | 2011-2018 | |
| 13 | Setyanto et al. 2021 Al-Hilal | Bosscha Observatory | -6.83 | 107.61 | 1300 | fajr | 16.07 | 1.0 | SQM | rural | 2015 | |
| 14 | Setyanto et al. 2021 Al-Hilal | Imahnoong Observatory | -6.83 | 107.62 | 2200 | fajr | 15.26 | 1.0 | SQM | rural | 2018 | |
| 15 | Al-faruq 2013 UPI thesis | Bosscha Observatory (wet) | -6.82 | 107.62 | 1300 | fajr | 15.0 | photoelectric | rural | 2012 | ||
| 16 | Al-faruq 2013 UPI thesis | Bosscha Observatory (dry) | -6.82 | 107.62 | 1300 | fajr | 16.0 | photoelectric | rural | 2012 | ||
| 17 | Setyanto et al. 2021 Al-Hilal | Sedan, Rembang | -6.76 | 111.59 | 30 | fajr | 17.64 | 1.0 | SQM | rural | 2018 | |
| 18 | Saksono ISRN/UHAMKA | Cirebon, West Java | -6.72 | 108.55 | 5 | fajr | 13.4 | SQM | urban | 2015 | ||
| 19 | Noor & Hamdani 2018 QIJIS | Tayu Beach, Pati, Central Java | -6.68 | 111.05 | 5 | fajr | 17.0 | 4.0 | photoelectric+SQM | rural | 2016 | |
| 20 | Maskufa et al. 2024 Mazahib | Bogor, West Java | -6.59 | 106.79 | 265 | fajr | 13.58 | SQM | urban | 2023 | ||
| 21 | Saksono & Fulazzaky 2020 NRIAG | Depok, West Java | -6.38 | 106.83 | 150 | fajr | 14.0 | 0.6 | 26.0 | SQM | urban | 2015 |
| 22 | Setyanto et al. 2021 Al-Hilal | Mombhul Beach, Gresik | -5.79 | 112.73 | 5 | fajr | 19.15 | 1.0 | SQM | pristine | 2018 | |
| 23 | Hisbullah Salam 2022-2023 Walisongo | Bulukumba, South Sulawesi | -5.56 | 120.18 | 10 | fajr | 18.24 | SOOF+SQM | pristine | 2022-2023 | ||
| 24 | Hisbullah Salam 2022-2023 Walisongo | Takalar, South Sulawesi | -5.43 | 119.43 | 10 | fajr | 17.0 | SOOF+SQM | suburban | 2022-2023 | ||
| 25 | Saksono ISRN/UHAMKA | Balikpapan, East Kalimantan | -1.27 | 116.83 | 10 | fajr | 13.4 | SQM | urban | 2015 | ||
| 26 | Damanhuri & Mukarram LAPAN 2022 | Biak, Papua | -1.17 | 135.8 | 10 | fajr | 16.51 | SQM | rural | 2018 | ||
| 27 | Saksono ISRN/UHAMKA | Padang, West Sumatra | -0.9 | 100.35 | 5 | fajr | 13.4 | SQM | urban | 2015 | ||
| 28 | Saksono ISRN/UHAMKA | Manokwari, West Papua | -0.86 | 134.08 | 10 | fajr | 13.4 | SQM | urban | 2015 | ||
| 29 | Saksono ISRN/UHAMKA | Batusangkar, West Sumatra | -0.47 | 100.6 | 891 | fajr | 13.4 | SQM | urban | 2015 | ||
| 30 | Damanhuri & Mukarram LAPAN 2022 | Agam, West Sumatra | -0.25 | 100.37 | 850 | fajr | 16.51 | SQM | rural | 2018 | ||
| 31 | Damanhuri & Mukarram LAPAN 2022 | Pontianak, West Kalimantan | 0.0 | 109.33 | 1 | fajr | 16.51 | SQM | suburban | 2018 | ||
| 32 | Saksono ISRN/UHAMKA | Bitung, North Sulawesi | 1.44 | 125.19 | 20 | fajr | 13.4 | SQM | urban | 2015 | ||
| 33 | Damanhuri & Mukarram LAPAN 2022 | Manado, North Sulawesi | 1.49 | 124.85 | 80 | fajr | 16.51 | SQM | suburban | 2018 | ||
| 34 | Abdel-Hadi & Hassan 2022 IJAA | Teluk Kemang, N. Sembilan (Fajr) | 2.46 | 101.87 | 27 | fajr | 14.19 | 0.52 | SQM | rural | 2007-2008 | |
| 35 | Abdel-Hadi & Hassan 2022 IJAA | Port Klang, Selangor (Fajr) | 3.0 | 101.4 | 46 | fajr | 15.07 | SQM | suburban | 2007-2008 | ||
| 36 | Pinem et al. 2024 JMEA | Sri Mersing Beach, N. Sumatra | 3.45 | 99.0 | 5 | fajr | 14.0 | SQM | suburban | 2022 | ||
| 37 | Pinem et al. 2024 JMEA | Pondok Permai Beach, N. Sumatra | 3.46 | 99.0 | 5 | fajr | 15.0 | SQM | rural | 2022 | ||
| 38 | Lubis et al. 2025 Al-Hisab | OIF UMSU Medan | 3.6 | 98.67 | 22 | fajr | 13.0 | 30.0 | SQM | urban | 2024 | |
| 39 | Abdel-Hadi & Hassan 2022 IJAA | Kuala Lipis, Pahang (Fajr) | 4.18 | 102.04 | 75 | fajr | 14.08 | SQM | rural | 2007-2008 | ||
| 40 | Abdel-Hadi & Hassan 2022 IJAA | Merang, Terengganu (Fajr) | 5.52 | 102.95 | 42 | fajr | 14.6 | SQM | rural | 2007-2008 | ||
| 41 | Nigeria standard | Kano | 12.0 | 8.52 | 472 | fajr | 18.0 | standard | n/a | current | ||
| 42 | Taha et al. 2025 Emirates Scholar | Jeneifisa, Mauritania | 20.85 | -14.383 | 170 | fajr | 14.85 | naked-eye | pristine | 2024 | ||
| 43 | Taha et al. 2025 Emirates Scholar | Jorf, Mauritania | 20.25 | -15.283 | 91 | fajr | 14.85 | naked-eye | pristine | 2024 | ||
| 44 | Umm al-Qura standard | Makkah, Saudi Arabia | 21.42 | 39.83 | 300 | fajr | 18.5 | standard | n/a | current | ||
| 45 | Bangladesh IF estimate | Dhaka | 23.72 | 90.41 | 8 | fajr | 15.0 | standard | n/a | current | ||
| 46 | Hassan et al. 2014 NRIAG | Aswan | 24.09 | 32.9 | 115 | fajr | 14.7 | naked-eye | rural | 1984-1987 | ||
| 47 | Taha et al. 2025 Emirates Scholar | Madinah | 24.47 | 39.61 | 598 | fajr | 14.58 | SQM+CCD | suburban | 2024 | ||
| 48 | Taha et al. 2025 Emirates Scholar | Riyadh | 25.767 | 47.2 | 540 | fajr | 14.58 | 0.3 | 13.0 | naked-eye+DSLR | suburban | 2024 |
| 49 | Pakistan standard | Karachi | 24.86 | 67.01 | 10 | fajr | 15.0 | standard | n/a | current | ||
| 50 | Hassan et al. 2020 multi-site | Marsa Alam | 25.07 | 34.9 | 10 | fajr | 14.56 | multi-method | pristine | 2015-2019 | ||
| 51 | Hassan et al. 2020 multi-site | Kharga Oasis | 25.45 | 30.55 | 80 | fajr | 14.56 | multi-method | pristine | 2015-2019 | ||
| 52 | Hassan et al. 2016 NRIAG | Assiut | 27.17 | 31.18 | 70 | fajr | 13.48 | 80.0 | SQM | suburban | 2015-2016 | |
| 53 | Hassan et al. 2020 multi-site | Hurghada | 27.26 | 33.8 | 10 | fajr | 14.56 | multi-method | rural | 2015-2019 | ||
| 54 | Khalifa et al. 2018 NRIAG | Hail, Saudi Arabia | 27.52 | 41.7 | 980 | fajr | 14.014 | 0.317 | 32.0 | SQM+photoelectric | pristine | 2014-2015 |
| 55 | Hassan et al. 2014 NRIAG | Baharia Oasis | 28.34 | 28.88 | 150 | fajr | 14.7 | naked-eye | pristine | 1984-1987 | ||
| 56 | Rashed et al. 2022 IJMET | Wadi al-Hitan, Fayum | 29.28 | 30.05 | 50 | fajr | 14.6 | 4.0 | SQM+naked-eye | pristine | 2018-2019 | |
| 57 | IAEME Fayum study | Fayum, Egypt | 29.28 | 30.05 | 50 | fajr | 14.4 | multi-method | rural | 2015-2019 | ||
| 58 | Taha et al. 2025 Emirates Scholar | 15th of May City, Egypt | 29.96 | 31.76 | 50 | fajr | 12.69 | SQM+CCD | urban | 2024 | ||
| 59 | Hassan et al. 2014 NRIAG | Kottamia Observatory (Fajr) | 30.03 | 31.82 | 477 | fajr | 14.7 | photoelectric+naked-eye | rural | 1984-1987 | ||
| 60 | Semeida & Hassan 2018 BJBAS | Wadi Al Natron (Fajr) | 30.5 | 30.1 | 0 | fajr | 14.5 | 38.0 | naked-eye | pristine | 2016-2017 | |
| 61 | Hassan et al. 2016 NRIAG | Sinai | 31.07 | 32.93 | 30 | fajr | 14.66 | 80.0 | SQM | rural | 2015-2016 | |
| 62 | Hassan et al. 2020 multi-site | Alexandria | 31.2 | 29.9 | 10 | fajr | 14.56 | multi-method | suburban | 2015-2019 | ||
| 63 | Hassan et al. 2014 NRIAG | Matrouh (Fajr) | 31.35 | 27.24 | 30 | fajr | 13.5 | instruments | rural | 1984-1987 | ||
| 64 | Abed 2015 Jordan J | East Sawaqah, Jordan | 31.38 | 36.27 | 700 | fajr | 19.5 | 2.0 | naked-eye | pristine | 2009 | |
| 65 | Morocco Habous standard | Marrakech | 31.63 | -8.0 | 467 | fajr | 18.0 | standard | n/a | current | ||
| 66 | Abed 2015 Jordan J | East Uraynibah, Jordan | 31.64 | 36.0 | 700 | fajr | 19.5 | 7.0 | naked-eye | pristine | 2009-2010 | |
| 67 | Al-Hilal 2021 Tubruq Libya | Tubruq, Libya | 32.08 | 24.01 | 10 | fajr | 13.48 | 1053.0 | naked-eye | rural | multi-year | |
| 68 | Diyanet Turkey 2012-2015 | Ankara, Turkey | 39.93 | 32.85 | 938 | fajr | 18.0 | unknown | suburban | 2012-2015 | ||
| 69 | Asim Yusuf 2017 | Exmoor, UK (Fajr) | 51.15 | -3.65 | 300 | fajr | 16.0 | naked-eye | pristine | 2014-2016 | ||
| 70 | Hizbul Ulama UK 1987-1989 | Blackburn, UK (Fajr) | 53.75 | -2.48 | 120 | fajr | 15.0 | 21.0 | naked-eye | suburban | 1987-1989 | |
| 71 | Basthoni 2022 PhD UIN Walisongo | Tilong Kupang, NTT | -10.14 | 123.732 | 96 | fajr | 14.37 | 2.06 | 213.0 | SQM | somewhat dark | 2018-2019 |
| 72 | Basthoni 2022 PhD UIN Walisongo | Banyuwangi, East Java | -8.028 | 114.425 | 1 | fajr | 19.88 | 0.59 | 60.0 | SQM | dark | 2020 |
| 73 | Basthoni 2022 PhD UIN Walisongo | Garut, West Java | -7.65 | 107.692 | 10 | fajr | 14.83 | 2.56 | 101.0 | SQM | dark | 2018 |
| 74 | Basthoni 2022 PhD UIN Walisongo | Pasuruan, East Java | -7.567 | 112.674 | 57 | fajr | 13.89 | 1.41 | 87.0 | SQM | somewhat bright | 2019 |
| 75 | Basthoni 2022 PhD UIN Walisongo | Bosscha Lembang, West Java | -6.824 | 107.617 | 1289 | fajr | 13.69 | 1.86 | 189.0 | SQM | somewhat bright | 2012 |
| 76 | Basthoni 2022 PhD UIN Walisongo | Mangkangkulon Semarang, Central Java | -6.971 | 110.296 | 1 | fajr | 12.79 | 1.35 | 154.0 | SQM | bright/urban | 2019-2021 |
| 77 | Basthoni 2022 PhD UIN Walisongo | Subang, West Java | -6.562 | 107.769 | 90 | fajr | 12.68 | 1.49 | 59.0 | SQM | somewhat bright | 2018 |
| 78 | Basthoni 2022 PhD UIN Walisongo | Depok, West Java | -6.39 | 106.76 | 86 | fajr | 13.64 | 0.53 | 15.0 | SQM | bright/urban | 2015 |
| 79 | Basthoni 2022 PhD UIN Walisongo | Karimunjawa, Central Java | -5.822 | 110.491 | 1 | fajr | 15.48 | 2.37 | 252.0 | SQM | dark | 2020-2021 |
| 80 | Basthoni 2022 PhD UIN Walisongo | Biak, Papua | -1.174 | 136.101 | 47 | fajr | 13.38 | 2.4 | 148.0 | SQM | somewhat dark | 2019-2020 |
| 81 | Basthoni 2022 PhD UIN Walisongo | Agam, West Sumatra | -0.204 | 100.32 | 855 | fajr | 16.67 | 1.92 | 151.0 | SQM | dark | 2019 |
| 82 | Basthoni 2022 PhD UIN Walisongo | Pontianak, West Kalimantan | -0.007 | 109.365 | 2 | fajr | 12.34 | 1.64 | 76.0 | SQM | somewhat bright | 2018 |
| 83 | Basthoni 2022 PhD UIN Walisongo | Medan, North Sumatra | 3.582 | 98.722 | 25 | fajr | 11.92 | 1.17 | 28.0 | SQM | bright/urban | 2019 |
| 84 | Basthoni 2022 PhD UIN Walisongo | Paopao Gowa, South Sulawesi | -5.184 | 119.471 | 4 | fajr | 14.01 | 1.17 | 13.0 | SQM | bright/urban | 2013 |
| 85 | Marzouk et al. 2025 AUASS | Kottamia Observatory, Egypt | 29.932 | 31.825 | 411 | fajr | 14.0 | 3.0 | naked-eye+camera | rural | 2023-2024 | |
| 86 | Marzouk et al. 2025 AUASS | Kharga Oasis, Egypt | 25.3 | 30.167 | 40 | fajr | 14.5 | 2.0 | camera | pristine | 2023-2024 | |
| 87 | Marzouk et al. 2025 AUASS | Aswan, Egypt | 23.803 | 32.492 | 210 | fajr | 15.0 | 4.0 | camera | rural | 2023-2024 | |
| 88 | Marzouk et al. 2025 AUASS | Fayum, Egypt | 29.283 | 30.05 | 50 | fajr | 14.5 | 2.0 | CCD+camera | rural | 2023-2024 | |
| 89 | Kassim Bahali 2019 IJMET | Pekan, Pahang | 3.408 | 103.356 | 5 | fajr | 15.5 | 1.0 | DSLR+SQM | rural | 2017 | |
| 90 | Kassim Bahali 2019 IJMET | Dungun, Terengganu | 4.795 | 103.426 | 5 | fajr | 16.0 | 3.0 | DSLR+SQM | rural | 2017 | |
| 91 | Kassim Bahali 2019 IJMET | Sabang, Aceh | 5.876 | 95.339 | 5 | fajr | 16.5 | 5.0 | DSLR+SQM | rural | 2017 | |
| 92 | Faid et al. 2024 Sci. Reports | Coonabarabran, NSW Australia | -31.25 | 149.27 | 860 | isha | 17.49 | SQM | pristine | 2017-2022 | ||
| 93 | Herdiwijaya 2016+2020 | Kupang, NTT (dusk) | -10.2 | 123.6 | 50 | isha | 18.853 | photometer | rural | 2011-2018 | ||
| 94 | Al-faruq 2013 UPI thesis | Bosscha Observatory (wet, Isha) | -6.82 | 107.62 | 1300 | isha | 14.0 | photoelectric | rural | 2012 | ||
| 95 | Al-faruq 2013 UPI thesis | Bosscha Observatory (dry, Isha) | -6.82 | 107.62 | 1300 | isha | 15.0 | photoelectric | rural | 2012 | ||
| 96 | Faid et al. 2024 Sci. Reports | Tanjung Balau, Johor (rural) | 1.8 | 104.4 | 5 | isha | 15.67 | SQM | rural | 2017-2022 | ||
| 97 | Abdel-Hadi & Hassan 2022 IJAA | Teluk Kemang, N. Sembilan (Isha) | 2.46 | 101.87 | 27 | isha | 14.21 | SQM | rural | 2007-2008 | ||
| 98 | Faid et al. 2024 Sci. Reports | Putrajaya (urban) | 2.9 | 101.68 | 20 | isha | 11.5 | SQM | urban | 2017-2022 | ||
| 99 | Abdel-Hadi & Hassan 2022 IJAA | Port Klang, Selangor (Isha) | 3.0 | 101.4 | 46 | isha | 14.0 | SQM | suburban | 2007-2008 | ||
| 100 | Hamidi 2007-2008 | Port Klang, Selangor (Isha) | 3.0 | 101.4 | 46 | isha | 16.5 | SQM | suburban | 2007-2008 | ||
| 101 | Abdel-Hadi & Hassan 2022 IJAA | Kuala Lumpur (Isha) | 3.15 | 101.68 | 60 | isha | 12.85 | SQM | urban | 2007-2008 | ||
| 102 | Abdel-Hadi & Hassan 2022 IJAA | Kuala Lipis, Pahang (Isha) | 4.18 | 102.04 | 75 | isha | 14.38 | 0.91 | SQM | rural | 2007-2008 | |
| 103 | Hamidi 2007-2008 | Kuala Lipis, Pahang (Isha) | 4.18 | 102.04 | 75 | isha | 16.5 | SQM | rural | 2007-2008 | ||
| 104 | Faid et al. 2024 Sci. Reports | Pantai Batu Buruk, Terengganu | 5.32 | 103.15 | 5 | isha | 15.67 | SQM | rural | 2017-2022 | ||
| 105 | Faid et al. 2024 Sci. Reports | Balai Cerap Unisza, Terengganu | 5.4 | 102.58 | 20 | isha | 17.49 | SQM | pristine | 2017-2022 | ||
| 106 | Faid et al. 2024 Sci. Reports | Pantai Masjid TZ, Terengganu | 5.4 | 103.95 | 5 | isha | 15.67 | SQM | rural | 2017-2022 | ||
| 107 | Niri et al. 2012 MEJSR | Tanjung Aru, Kota Kinabalu | 5.95 | 116.03 | 4 | isha | 18.0 | naked-eye+SQM | rural | 2009 | ||
| 108 | Faid et al. 2024 Sci. Reports | Pantai Mek Mas, Kelantan | 6.32 | 102.15 | 5 | isha | 17.49 | SQM | pristine | 2017-2022 | ||
| 109 | Faid et al. 2024 Sci. Reports | Simpang Mengayau, Sabah | 7.2 | 116.5 | 10 | isha | 17.49 | SQM | pristine | 2017-2022 | ||
| 110 | Khalifa et al. 2018 NRIAG | Hail, Saudi Arabia (Isha) | 27.52 | 41.7 | 980 | isha | 14.8 | 32.0 | SQM+photoelectric | pristine | 2014-2015 | |
| 111 | Hassan et al. 2014 NRIAG | Kottamia Observatory (Isha) | 30.03 | 31.82 | 477 | isha | 14.5 | photoelectric+naked-eye | rural | 1984-1987 | ||
| 112 | Semeida & Hassan 2018 BJBAS | Wadi Al Natron (Isha) | 30.5 | 30.1 | 0 | isha | 14.0 | 38.0 | naked-eye | pristine | 2016-2017 | |
| 113 | Hassan et al. 2014 NRIAG | Matrouh (Isha) | 31.35 | 27.24 | 30 | isha | 14.0 | instruments | rural | 1984-1987 | ||
| 114 | Asim Yusuf 2017 | Exmoor, UK (Isha) | 51.15 | -3.65 | 300 | isha | 15.0 | naked-eye | pristine | 2014-2016 | ||
| 115 | Hizbul Ulama UK 1987-1989 | Blackburn, UK (Isha) | 53.75 | -2.48 | 120 | isha | 15.0 | naked-eye | suburban | 1987-1989 |