I came across many places where before calculating variogram we do not detrend data. There are certain intrinsic hypothesises before we calculate a variogram. one is, there should be stationary mean which should be equal to zero and 2nd is, mean of displacement of two random points should be equal to zero. After reading many pieces of literature, the whole thing became very confusing.

Kindly help me out regarding this query.