A new catchment-scale stratification scheme was developed and validated.

Integrating soil and terrain attributes better delineated similar soil hydrologic units.

Combining LiDAR-derived soil map and slope class improved soil moisture estimation.

Depth to bedrock and vertical proximity to stream were important to soil mapping.

Different terrain attributes were important to near-surface vs. subsoil moisture variation.