Land-Cover and Land-Use Mapping Under Limited Data Highlights Hyperparameter Stability and Predictor Design
Land-cover (LC) and land-use (LU) mapping is essential for environmental monitoring, yet supervised multi-decadal classification remains constrained by heterogeneous agroforestry mosaics, uneven observation quality, and limited consistent reference data. This study presents a Landsat-based workflow for robust multi-tem...