aric/pray-calc-ml
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pray-calc-ml/data/raw/collection_manifest.json
Aric Camarata c1eeef53c4 Expand dataset to 5,871 Fajr / 46 Isha across 114 locations 
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
2026-02-28 10:51:01 -05:00

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"url": "http://www.hizbululama.org.uk/files/salat_timing.html",
"title": "Hizbul Ulama UK Blackburn 1987-1989",
"type": "html",
"status": "empty",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Blackburn, Lancashire, UK",
"date_range": "",
"fetched_at": "2026-02-26T12:38:33.549580+00:00",
"notes": ""
},
"openfajr_bradford": {
"source_id": "openfajr_bradford",
"url": "https://openfajr.org/ical/bradford",
"title": "OpenFajr Bradford UK iCal",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Bradford, UK",
"date_range": "",
"fetched_at": "2026-02-26T13:07:52.640116+00:00",
"notes": "Not a valid iCal feed"
},
"kassim_bahali_2017_pdf": {
"source_id": "kassim_bahali_2017_pdf",
"url": "https://www.ukm.my/jsm/malay_pdf/jil47bil11_2018/P_1913-1920.pdf",
"title": "Kassim Bahali 2018 - Malaysia+Indonesia DSLR",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Kuala Lumpur + Indonesia multi-site",
"date_range": "",
"fetched_at": "2026-02-26T13:08:30.382989+00:00",
"notes": "Could not download PDF"
},
"openfajr_leicester": {
"source_id": "openfajr_leicester",
"url": "https://openfajr.org/ical/leicester",
"title": "OpenFajr Leicester UK iCal",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Leicester, UK",
"date_range": "",
"fetched_at": "2026-02-26T13:07:54.926294+00:00",
"notes": "Not a valid iCal feed"
},
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"source_id": "herdiwijaya_2020_multi_pdf",
"url": "https://www.researchgate.net/publication/342241083",
"title": "Herdiwijaya 2020 Multi-station Indonesia SQM",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Bosscha + Bandung + Yogyakarta + Kupang",
"date_range": "",
"fetched_at": "2026-02-26T13:08:30.398260+00:00",
"notes": "PDF text extraction failed"
},
"oif_umsu_book_2021": {
"source_id": "oif_umsu_book_2021",
"url": "https://oif.umsu.ac.id/wp-content/uploads/2021/10/Buku-Observasi-1.pdf",
"title": "OIF UMSU Medan Observation Book 2017-2020",
"type": "html",
"status": "empty",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Medan, North Sumatra, Indonesia",
"date_range": "",
"fetched_at": "2026-02-26T12:38:39.313551+00:00",
"notes": "PDF not relevant to prayer times"
},
"hassan_egypt_2022": {
"source_id": "hassan_egypt_2022",
"url": "https://www.academia.edu/78098166",
"title": "Hassan 2022 - Egypt Matrouh Fajr and Isha",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Matrouh, Egypt",
"date_range": "",
"fetched_at": "2026-02-26T13:08:30.404275+00:00",
"notes": "PDF text extraction failed"
},
"abdelhadi_malaysia_2022": {
"source_id": "abdelhadi_malaysia_2022",
"url": "https://scirp.org/pdf/ijaa_2022021011401116.pdf",
"title": "Abdel-Hadi 2022 Malaysia 4-site SQM",
"type": "pdf",
"status": "empty",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Teluk Kemang + Kuala Lumpur + Kuala Lipis + Port Klang",
"date_range": "",
"fetched_at": "2026-02-26T12:38:39.968805+00:00",
"notes": ""
},
"oif_umsu_website": {
"source_id": "oif_umsu_website",
"url": "https://oif.umsu.ac.id/data-pengamatan/",
"title": "OIF UMSU Medan Observation Data",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Medan, North Sumatra, Indonesia",
"date_range": "",
"fetched_at": "2026-02-26T13:07:57.723551+00:00",
"notes": "Could not fetch HTML"
},
"saksono_2013_multi_country": {
"source_id": "saksono_2013_multi_country",
"url": "https://www.academia.edu/5205739",
"title": "Saksono 2013 Multi-country SQM Fajr+Isha",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Indonesia+Malaysia+USA+Egypt+Turkey",
"date_range": "",
"fetched_at": "2026-02-26T13:08:30.409116+00:00",
"notes": "PDF text extraction failed"
},
"taha_2025_saudi_egypt_mauritania": {
"source_id": "taha_2025_saudi_egypt_mauritania",
"url": "https://emiratesscholar.com/directory/index.php/ejsas/article/view/1047",
"title": "Taha 2025 Saudi Arabia Egypt Mauritania twilight",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Riyadh + 15th May City Egypt + Mauritania",
"date_range": "",
"fetched_at": "2026-02-26T13:08:30.412896+00:00",
"notes": "PDF text extraction failed"
},
"niri_sabah_isha": {
"source_id": "niri_sabah_isha",
"url": "https://www.researchgate.net/publication/296919834",
"title": "Niri Zainuddin - Tanjung Aru Sabah Isha Shafaq",
"type": "html",
"status": "failed",
"prayer_types": [
"isha"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Tanjung Aru, Sabah, Malaysia",
"date_range": "",
"fetched_at": "2026-02-26T13:08:30.417308+00:00",
"notes": "PDF text extraction failed"
},
"khalifa_2018_hail_saudi": {
"source_id": "khalifa_2018_hail_saudi",
"url": "https://www.sciencedirect.com/science/article/pii/S2090997718300051",
"title": "Khalifa 2018 - Hail Saudi Arabia naked-eye Fajr observations",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Hail, Saudi Arabia",
"date_range": "",
"fetched_at": "2026-02-26T13:08:32.745273+00:00",
"notes": "Could not download PDF"
},
"oif_umsu_jurnal_subuh": {
"source_id": "oif_umsu_jurnal_subuh",
"url": "https://oif.umsu.ac.id/jurnal-subuh/",
"title": "OIF UMSU Jurnal Subuh (Dawn Journal)",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Medan, North Sumatra, Indonesia",
"date_range": "",
"fetched_at": "2026-02-26T13:08:00.554601+00:00",
"notes": "Could not fetch HTML"
},
"hamidi_uk_2007": {
"source_id": "hamidi_uk_2007",
"url": "https://www.researchgate.net/publication/282855601",
"title": "Hamidi 2007-2008 UK Fajr naked-eye observations",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "UK (multiple sites)",
"date_range": "",
"fetched_at": "2026-02-26T13:08:34.884807+00:00",
"notes": "Could not download PDF"
},
"timau_brin_fajr_2020": {
"source_id": "timau_brin_fajr_2020",
"url": "https://ejournal.brin.go.id/jstars/article/view/4",
"title": "BRIN Mount Timau Fajr SQM 2020",
"type": "html",
"status": "empty",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Mount Timau, East Nusa Tenggara, Indonesia",
"date_range": "",
"fetched_at": "2026-02-26T12:42:33.712449+00:00",
"notes": ""
},
"timau_brin_fajr_2022": {
"source_id": "timau_brin_fajr_2022",
"url": "https://ejournal.brin.go.id/jstars/article/view/2022fajr",
"title": "BRIN Mount Timau Fajr SQM 2022",
"type": "html",
"status": "empty",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Mount Timau, East Nusa Tenggara, Indonesia",
"date_range": "",
"fetched_at": "2026-02-26T12:38:44.984405+00:00",
"notes": ""
},
"timau_sqm_database": {
"source_id": "timau_sqm_database",
"url": "https://montimau.brin.go.id/sqm-data/",
"title": "Mount Timau SQM public database",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Mount Timau, East Nusa Tenggara, Indonesia",
"date_range": "",
"fetched_at": "2026-02-26T13:08:18.598987+00:00",
"notes": "Could not fetch HTML"
},
"ss_347779964012": {
"source_id": "ss_347779964012",
"url": "https://download.atlantis-press.com/article/16737.pdf",
"title": "Implications of Twilight Sky Brightness Measurements on Fajr Prayer and Young Crescent Observation",
"type": "pdf",
"status": "empty",
"prayer_types": [
"isha"
],
"records_raw": 0,
"records_accepted": 0,
"location": "",
"date_range": "",
"fetched_at": "2026-02-26T12:38:46.481690+00:00",
"notes": ""
},
"ss_07aa70d12d32": {
"source_id": "ss_07aa70d12d32",
"url": "http://astro.nau.edu.ua/papers/AstSR_2016_Vol_12_Iss_1_P_72.pdf",
"title": "“Churyumov Unified Network”: new tasks for astronomical observatories to protect society",
"type": "html",
"status": "empty",
"prayer_types": [
"isha"
],
"records_raw": 0,
"records_accepted": 0,
"location": "",
"date_range": "",
"fetched_at": "2026-02-26T12:38:51.218053+00:00",
"notes": "PDF not relevant to prayer times"
},
"south_sulawesi_2022": {
"source_id": "south_sulawesi_2022",
"url": "https://www.researchgate.net/publication/370473115",
"title": "South Sulawesi SOOF Bulukumba 2022-2023",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Bulukumba + Takalar, South Sulawesi, Indonesia",
"date_range": "",
"fetched_at": "2026-02-26T13:08:36.985733+00:00",
"notes": "Could not download PDF"
},
"ss_492c4c954c86": {
"source_id": "ss_492c4c954c86",
"url": "https://www.nature.com/articles/035307a0.pdf",
"title": "Our Astronomical Column",
"type": "pdf",
"status": "empty",
"prayer_types": [],
"records_raw": 0,
"records_accepted": 0,
"location": "",
"date_range": "",
"fetched_at": "2026-02-26T12:38:51.218549+00:00",
"notes": "Not prayer-relevant"
},
"moonsighting_fajr_log": {
"source_id": "moonsighting_fajr_log",
"url": "http://www.moonsighting.com/fajr.html",
"title": "Moonsighting.com Fajr observation log",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Chicago, IL, USA",
"date_range": "",
"fetched_at": "2026-02-26T13:08:20.862084+00:00",
"notes": "Could not fetch HTML"
},
"moonsighting_isha_log": {
"source_id": "moonsighting_isha_log",
"url": "http://www.moonsighting.com/isha.html",
"title": "Moonsighting.com Isha observation log",
"type": "html",
"status": "failed",
"prayer_types": [
"isha"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Chicago, IL, USA",
"date_range": "",
"fetched_at": "2026-02-26T13:08:23.133096+00:00",
"notes": "Could not fetch HTML"
},
"moonsighting_data_2010": {
"source_id": "moonsighting_data_2010",
"url": "http://www.moonsighting.com/data/fajr2010.html",
"title": "Moonsighting.com Fajr 2010 data",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Chicago, IL, USA",
"date_range": "",
"fetched_at": "2026-02-26T13:08:25.361888+00:00",
"notes": "Could not fetch HTML"
},
"moonsighting_data_usa": {
"source_id": "moonsighting_data_usa",
"url": "http://www.moonsighting.com/data/fajr_usa.html",
"title": "Moonsighting.com Fajr USA data",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Chicago, IL, USA",
"date_range": "",
"fetched_at": "2026-02-26T13:08:27.600115+00:00",
"notes": "Could not fetch HTML"
},
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"url": "https://www.atmos-meas-tech.net/10/15/2017/amt-10-15-2017.pdf",
"title": "Open-loop GPS signal tracking at low elevation angles from a ground-based observation site",
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"status": "empty",
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"records_accepted": 0,
"location": "",
"date_range": "",
"fetched_at": "2026-02-26T12:39:36.413935+00:00",
"notes": "Not prayer-relevant"
},
"openfajr_88633619": {
"source_id": "openfajr_88633619",
"url": "https://calendar.google.com/calendar/ical/qmho4v5896ki2mc5supv0ikgfs%40group.calendar.google.com/public/basic.ics",
"title": "OpenFajr UK city iCal",
"type": "ical",
"status": "processed",
"prayer_types": [
"fajr"
],
"records_raw": 4266,
"records_accepted": 4266,
"location": "UK, UK",
"date_range": "",
"fetched_at": "2026-02-26T12:39:41.349613+00:00",
"notes": ""
},
"openfajr_63467579": {
"source_id": "openfajr_63467579",
"url": "https://calendar.google.com/calendar/embed?src=qmho4v5896ki2mc5supv0ikgfs%40group.calendar.google.com&ctz=Europe/London",
"title": "OpenFajr london iCal",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "london, UK",
"date_range": "",
"fetched_at": "2026-02-26T12:42:16.434463+00:00",
"notes": "Not a valid iCal feed"
},
"openfajr_lut_uk": {
"source_id": "openfajr_lut_uk",
"url": "https://openfajr.org/ical/lut",
"title": "OpenFajr Luton UK iCal",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Luton, UK",
"date_range": "",
"fetched_at": "2026-02-26T13:07:45.627522+00:00",
"notes": "Not a valid iCal feed"
},
"openfajr_manchester": {
"source_id": "openfajr_manchester",
"url": "https://openfajr.org/ical/manchester",
"title": "OpenFajr Manchester UK iCal",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "Manchester, UK",
"date_range": "",
"fetched_at": "2026-02-26T13:07:47.913846+00:00",
"notes": "Not a valid iCal feed"
},
"openfajr_london": {
"source_id": "openfajr_london",
"url": "https://openfajr.org/ical/london",
"title": "OpenFajr London UK iCal",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "London, UK",
"date_range": "",
"fetched_at": "2026-02-26T13:07:50.306424+00:00",
"notes": "Not a valid iCal feed"
},
"openfajr_50696514": {
"source_id": "openfajr_50696514",
"url": "https://calendar.google.com/calendar/embed?src=qmho4v5896ki2mc5supv0ikgfs%40group.calendar.google.com&ctz=Europe/London",
"title": "OpenFajr london iCal",
"type": "html",
"status": "failed",
"prayer_types": [
"fajr"
],
"records_raw": 0,
"records_accepted": 0,
"location": "london, UK",
"date_range": "",
"fetched_at": "2026-02-26T12:46:06.935971+00:00",
"notes": "Not a valid iCal feed"
},
"openfajr_16250060": {
"source_id": "openfajr_16250060",
"url": "https://calendar.google.com/calendar/ical/qmho4v5896ki2mc5supv0ikgfs%40group.calendar.google.com/public/basic.ics",
"title": "OpenFajr UK city iCal",
"type": "ical",
"status": "processed",
"prayer_types": [
"fajr"
],
"records_raw": 4266,
"records_accepted": 4266,
"location": "UK, UK",
"date_range": "",
"fetched_at": "2026-02-26T12:40:01.952733+00:00",
"notes": ""
},
"ss_d15cfd424efd": {
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"url": "https://informatics.bmj.com/content/bmjhci/28/1/e100310.full.pdf",
"title": "Smartphone-based remote monitoring of vision in macular disease enables early detection of worsening",
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"status": "empty",
"prayer_types": [],
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"records_accepted": 0,
"location": "",
"date_range": "",
"fetched_at": "2026-02-26T12:40:49.336923+00:00",
"notes": "Not prayer-relevant"
},
"ss_40f6d4194006": {
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"url": "https://serval.unil.ch/resource/serval:BIB_C863F227027C.P001/REF.pdf",
"title": "Allocation of Internal Medicine Resident Time in a Swiss Hospital: A Time and Motion Study of Day an",
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"status": "empty",
"prayer_types": [],
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"records_accepted": 0,
"location": "",
"date_range": "",
"fetched_at": "2026-02-26T12:40:49.338568+00:00",
"notes": "Not prayer-relevant"
},
"ss_9977d663adb1": {
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"url": "https://ntrs.nasa.gov/api/citations/19710005269/downloads/19710005269.pdf",
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"status": "empty",
"prayer_types": [],
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"records_accepted": 0,
"location": "",
"date_range": "",
"fetched_at": "2026-02-26T12:41:17.424415+00:00",
"notes": "Not prayer-relevant"
},
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"type": "pdf",
"status": "empty",
"prayer_types": [],
"records_raw": 0,
"records_accepted": 0,
"location": "",
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"fetched_at": "2026-02-26T12:41:17.427134+00:00",
"notes": "Not prayer-relevant"
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"title": "British Association of Sport and Exercise Sciences abstracts",
"type": "pdf",
"status": "empty",
"prayer_types": [],
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