Limits
Annual, not in-season. The layer is one pass a year. It does not follow a stand through the season and does not show a treatment done after the pass.
Stand edges. At 0.5–2 m a pixel is roughly half a meter to 2 meters across. Edges between two fuel models blend, and narrow features such as a thin break or a single tree are not resolved.
Cloud and smoke. Optical imagery needs a clear pass. A cloudy or smoky season can push delivery back.
Classes, not fire behavior. The layer says which fuel model a stand resembles and how dry it looks. It does not model spread, flame length or give a risk score.
Not a substitute for the ground. Where your program requires field verification, it stays required.

