Accurate estimation of the degree regeneration in tropical dry forest (TDF) is critical for conservation policymaking and evaluation. Hyperspectral remote sensing light detection ranging (LiDAR) have been used to characterize deterministic successional stages a TDF. These stages, classified as early, intermediate, late, are considered proxy mapping age since abandonment given area. Expanding on...