Carrboro, North Carolina
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Temperature, relative humidity, and pressure measured together over the last 30 days. Color runs from older to newer readings; the red star is the latest.
This is a view of covariance in the local weather, not an ideal-gas-law fit. PV = nRT reduces to P ∝ T only when the amount and volume of gas are fixed; the open atmosphere satisfies neither condition.
A Raspberry Pi records local conditions with independently monitored sensors. Missing hardware produces gaps in its own trace without stopping the other measurements:
| Direct measurements | Temperature and humidity from each available DHT22; temperature, humidity, and pressure from the BME280 |
| Derived measurement | BME280 altitude from pressure and a 1013.25 hPa sea-level reference |
| Weather data block | Every 30 seconds |
| Data sent to server | Every 5 minutes |
| Forecast model | Temperature and humidity forecasts through five hours, updated from accumulated station data |
Source code: github.com/nialljmiller/weather_station
Experimental five-minute forecasts are retrained every six hours.

Open all forecast plots, model leaderboard, descriptions, and validation metrics →