pray-calc-ml/research/outreach/09_moonsighting_com.txt
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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To: info@moonsighting.com (Khalid Shaukat)
Subject: Request for Fajr/Isha Observation Records from Moonsighting.com Community Reports
Assalamu alaykum wa rahmatullahi wa barakatuh,
My name is Ali Camarata. I am an independent researcher building the largest open-source dataset of verified human Fajr and Isha observations for empirical prayer time research.
Moonsighting.com is one of the few sources we have found that publishes genuine per-city, per-date Fajr observation reports from community observers. Your FAQ page (moonsighting.com/faq_pt.html) references specific observations from Miami Beach (December 2000) with named witnesses, and seasonal reports from Chicago, Karachi, Cape Town, and Toronto.
I believe moonsighting.com has collected community Fajr and Isha observation reports from dozens of cities over many years. This data would be extraordinarily valuable for building data-driven prayer time models that reflect real human observation rather than fixed-angle assumptions.
Would you be willing to share a more complete set of observation records? For each observation, I need:
- City and country (or coordinates)
- Calendar date
- Locally observed time of Fajr (Subh Sadiq) or Isha
- Number of observers (if available)
- Any notes on sky conditions
Even a partial extract from your database covering the most active reporting cities would be a major contribution. Any format works: CSV, Excel, plain text.
Our project: https://github.com/acamarata/pray-calc-ml
Current dataset: 4,200+ Fajr observations from 140+ sites worldwide.
Your data is particularly valuable because it represents genuine human naked-eye observations across diverse latitudes and urban environments, which is exactly what most academic studies lack.
Full attribution to moonsighting.com and Khalid Shaukat in all publications and our open-source repository.
Jazakallahu khairan,
Ali Camarata
alisalaah@gmail.com