“…Thus, while lidar visualizations aid in the interpretation of geomorphological processes and landscape evolution, they cannot be taken at face value and are most effective when integrated with other intrusive data sets (e.g., boreholes, test-pitting, etc.) or deeper methods of geophysical survey such as low-frequency ground penetrating radar (GPR), electrical resitivity tomography (ERT), or electromagnetic induction (EM) (Bates & Bates, 2016;Engel et al, 2022;Verhegge et al, 2016Verhegge et al, , 2021.…”