“This paper introduces the research progress in the field of mechanism models of bidirectional reflectance characteristics of mountain vegetation canopy. Experts summarize the main progress of current mechanism models from two scales: single slope and composite slope, providing theoretical support for quantitative remote sensing inversion and monitoring applications in mountainous areas.”