Understanding Beijing’s climate, problems and progress
Making forecasts to air quality
This dataset comes with the weather information that is also collected at the same instant, mainly tracking air pressure, temperature, humidity and winds. Parameters are as follows.
We therefore tries to build an estimator: given the time of year and weather condition, we would estimate pollutant levels at the given time.
City average temperature, in degrees Celsius
Dew Point temperature, in Degrees Celsius
Speed of wind in typical direction, in meters per second
Rain/Snow fall for the day, in milimeters
Time of year(month), Time of day