The Python package evaltools is designed to assess surface atmosphere composition prediction models regarding to in-situ observations. This package provides different tools to compute model scores and plot them. It is used for evaluation of air quality models of Copernicus Atmosphere Monitoring Service (CAMS).
The concept of evaltools is to compare observations (measured over time in fixed lat/lon locations) to simulations (that can have a forecast horizon of several days) computed over a period of several days. Therefore, it can be suited for other data types like AERONET data, but will not manage data with a vertical component.