pray-calc-ml/research/outreach/10_faid_unisza.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: mdsyazwan@uthm.edu.my (Dr. Muhamad Syazwan Faid, UTHM)
Subject: Request for Per-Night SQM Observation Data from LP2024 Multi-Site Twilight Study
Assalamu alaykum wa rahmatullahi wa barakatuh,
My name is Ali Camarata. I am an independent researcher building an open-source dataset of verified Fajr and Isha twilight observations for empirical Islamic prayer time modeling.
Your 2024 paper in Scientific Reports (PMC11535048), covering SQM observations from 8 Malaysian sites and Coonabarabran, Australia, is one of the most comprehensive multi-site twilight studies published. The geographic spread from equatorial Malaysia to mid-latitude Australia across multiple observation years (2018-2023) is exactly what is needed to build latitude-dependent models.
The published paper presents aggregate depression angles per site. Would you or your co-authors be willing to share the per-night observation data? For each observation night, I need:
- Site name
- Calendar date
- Locally observed time of Fajr onset (morning SQM inflection)
- Locally observed time of Isha end (evening SQM threshold), if applicable
- Sky condition notes
The per-night data would make this the single most valuable contribution to our dataset given the number of sites, years of observation, and latitude range.
Our project: https://github.com/acamarata/pray-calc-ml
Current dataset: 4,200+ Fajr observations from 140+ sites across 20+ countries.
Full attribution to all authors and UniSZA in our open-source repository and any publications.
Jazakallahu khairan,
Ali Camarata
alisalaah@gmail.com