FORAIR Dataset

The dataset generated by FARM (Flexible Air quality Regional Model) from January 2019 to December 2021. It's composed of numpy (npy) files, which collect air pollutant concentration levels, i.e. carbon monoxide, nitrogen dioxide and ozone, at the sea level.

Overall, there are two types of FARM data, the low and the high resolution one. Low resolution (LR) data have 56 points as longitudes and 62 points as latitudes, representing the atmospheric concentrations on a lattice of 20 Km. Instead, high resolution (HR) data have 276 points as longitudes and 306 points as latitudes, representing the reticular atmospheric concentrations on a lattice of 4 Km.

Furthermore, there are two different dataset. The first one, is based on considering separately the three variables and is called 1D. The second one considers the three variables together and is called 3D.