One way is to set up a flottila of sensors around a certified control sensor, such as an aerotrack, and measure how they evolve in regards to age, temperature, wind, level of pollutants, ans measurement time. That is a pretty rich task, because low cost sensors will vary wildly in performance due to mechanical variations.