SMRF was designed to increase the flexibility of taking measured weather data, or atmospheric models, and distributing the data across a watershed.

LiDAR point cloud classification pipeline — ground reclassification (SMRF/CSF) + label merge + HAG + multi-model ML train/evaluate/predict

Binary LiDAR ground classification pipeline (ground vs non-ground) with SMRF/CSF reclassification, HAG feature extraction, and ML train/evaluate/predict workflows.