ground is snow-covered (February 21) and has an increased Shrub & Scrub probability during early spring before leaf-out (March 13). This example illustrates the advantages of an instantaneous and probabilistic NRT classification approach, while also highlighting the challenges of standardizing validation metrics for a dynamic LULC dataset.