The recent emphasis on metadata standards must be accompanied by vigil
ance in unbiased reporting of geometric accuracy. A cross-validation t
echnique is shown to be capable of providing more accurate estimates o
f geometric error than the traditional method of using transformation
residuals when modest numbers of ground control points are available.
This method also provides a much more accurate indication of the effec
ts of choosing different polynomial orders.