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Source: [Hacker News](https://www.gilesthomas.com/2026/07/ai-use)
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🌊 From SAR Data to Actionable Maps: Building an Open-Source Flood Detection Pipeline with Python
Optical satellites are useless during floods because, well, it’s cloudy. Sentinel-1 SAR sees through rain and night, but its data is noisy, complex, and full of "permanent water" that isn't actually flooding. I built an end-to-end pipeline to turn raw SNAP GeoTIFFs into clean, actionable flood ...
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