mirror of
https://github.com/acamarata/pray-calc-ml.git
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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
31 lines
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31 lines
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To: oif@umsu.ac.id
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Subject: Request for Raw SQM Observation Data — Fajr/Isha Twilight Research Collaboration
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Assalamu alaykum wa rahmatullahi wa barakatuh,
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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.
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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.
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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:
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- Date of each observation night
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- Local time when dawn brightness first exceeded the night baseline (Fajr onset)
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- Local time when evening brightness dropped below the twilight threshold (Isha onset), if recorded
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- Sky condition notes (clear, cloudy, etc.) for each night
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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.
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Our project repository: https://github.com/acamarata/pray-calc-ml
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Current dataset: 4,200+ Fajr and 19 Isha verified observation records from 140+ sites worldwide.
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Your data from Medan would be particularly valuable because:
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1. It spans multiple years at a single equatorial site
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2. It documents urban light pollution effects on twilight angles
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3. North Sumatra is underrepresented in global twilight datasets
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Please let me know if this collaboration is possible. I am happy to share our dataset and findings in return.
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Jazakallahu khairan,
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Ali Camarata
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alisalaah@gmail.com
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