Remotely sensed estimates of surface salinity in the Chesapeake Bay: A statistical approach

► Salinity was empirically estimated using remotely sensed reflectances. ► Cross-validation was used to evaluate the generalizability of salinity estimates. ► Transparent statistical methods outperform artificial neural network.