Development of an Uncertainty Propagation Equation for Scalar Fields

The uncertainty of a scalar field is essential structuring information for any estimation problem. Establishing the uncertainty in a dense gridded product from sparse or random uncertainty-attributed input data is not, however, routine. This manuscript develops an equation that propagates the uncertainty of individual observations, arbitrarily distributed in , to a common estimation location at which they can be used to determine the composite...