Have you tried modeling different effect mechanism in order to quantify their contributions? There are different way ways to model erosion, infiltration, and flow effects.

I suggest the work of Bernatek-Jakiel et al.(DOI: 10.1002/esp.4160)

Dear Bart and Pedro,

Thank you so much for your important information and support.