A method to estimate the influence of local geomagnetic anomalies on magnetic directional surveys has been developed and verified by comparisons between gyroscope and magnetic positioning. The method relies on aeromagnetic-survey data and estimates the three components of the local geomagnetic field along the wellpath. The field components can be predicted at depths down to the shallowest magnetic layer and applied to enhance the accuracy of magnetic surveying.