Open pipeline and dashboard that maps GNSS jamming and spoofing across the Gulf from public aircraft broadcast data, with confidence intervals, a coverage model and validation. Research and monitoring tool only.
python h3 geospatial open-data parquet gnss ads-b resilience uae gulf jamming duckdb aviation-safety gnss-interference spoofing-software
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Updated
Oct 16, 2026 - Python