What's the best way to measure spatial similarity of two datasets from two different time periods?

I have two layers containing deforestation pixels from 2000 to 2006 and 2006 to 2010 and I need to measure their similarity against the deforestation pixels from 2010 to 2012

08 September 2015 2,765 12 View