A corrosion management method is provided and includes storing an asset fleet at a location, generating a corrosion rate stressor by reference to models for any component of an asset of the asset fleet corresponding to the location and storage practice of the asset, predicting an accumulated corrosion stressor severity from the generated corrosion rate stressor, measuring an actual corrosion rate stressor at the location and revising the models in accordance with a difference between the predicted accumulated corrosion stressor severity and the measured actual corrosion rate stressor.