A mathematical scheme is developed to compute the gradients of observations
taken over complex terrain. The method is applied to an artificial example
to demonstrate the scheme. An application is made to surface pressure obse
rvations between Little Rock, Arkansas, and Amarillo, Texas. Divergence com
putations are made with the scheme using observed wind data over the Black
Hills of South Dakota.