What could be a good approach to compare environmental sensor data?

The premise in this case is the local proximity between the sensors. Furthermore let’s assume, that the data is provided by private Persons. One goal could be the detection of outliers, which are introduced intentionally or by mistake.

Any suggestions or papers?