The joint dependence of leakage current on sand grain size and on surface conductivity is the key to eventually deriving the overall statistics of leakage current, on which the insulator’s failure risk assessment is based. This joint dependence has been numerically derived using all available data and results. Its general features are graphically seen in Fig. 3c.