pray-calc-ml/research/outreach/01_oif_umsu_medan.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: oif@umsu.ac.id
Subject: Request for Raw SQM Observation Data — Fajr/Isha Twilight Research Collaboration
Assalamu alaykum wa rahmatullahi wa barakatuh,
My name is Ali Camarata. I am an independent researcher working on an open-source project to build the largest empirical dataset of verified Fajr and Isha twilight observations worldwide. The goal is to develop data-driven models for Islamic prayer time calculation based on real human and instrument observations rather than fixed-angle assumptions.
I recently read Lubis, Nafilah & Jihad (2025) in Al-Hisab 2(4):215-229, which used SQM data from OIF UMSU for November 2024. The paper references your observatory's continuous SQM monitoring program running since 2016-2017.
I am writing to ask whether OIF UMSU would be willing to share raw per-night SQM observation data from your Medan site (3.595 N, 98.672 E) for the years 2016-2024. Specifically, I need:
- Date of each observation night
- Local time when dawn brightness first exceeded the night baseline (Fajr onset)
- Local time when evening brightness dropped below the twilight threshold (Isha onset), if recorded
- Sky condition notes (clear, cloudy, etc.) for each night
Even a simple CSV or spreadsheet with date, Fajr time, and Isha time columns would be extremely valuable. The data would be used in an open-source research project (MIT licensed) with full attribution to OIF UMSU and the relevant researchers.
Our project repository: https://github.com/acamarata/pray-calc-ml
Current dataset: 4,200+ Fajr and 19 Isha verified observation records from 140+ sites worldwide.
Your data from Medan would be particularly valuable because:
1. It spans multiple years at a single equatorial site
2. It documents urban light pollution effects on twilight angles
3. North Sumatra is underrepresented in global twilight datasets
Please let me know if this collaboration is possible. I am happy to share our dataset and findings in return.
Jazakallahu khairan,
Ali Camarata
alisalaah@gmail.com