Application of wavelet transforms to the simulation of corrosion fields on buried pipelines

•Develop a novel framework to simulate nonhomogeneous non-Gaussian corrosion fields.•Both continuous and discrete wavelet transforms are incorporated in the framework.•Develop a unique tool to generate synthetic corrosion fields on buried pipelines.•The framework advances virtual full-scale test databases of corroded pipe specimens.