crossrefSustainability2025-09-20Cited by 1
Advanced Machine Learning Methods as a Planning Strategy in the Capellanía Wetland
Oscar Armando Cáceres Tovar, José Alejandro Cleves-Leguízamo, Gina Paola González Angarita
This study evaluated the spatio-temporal dynamics of vegetation cover in the Capellanía wetland (Bogotá, Colombia) between 2013 and 2032 through spectral indices, machine learning, and spatial simulation. A multitemporal Random Forest model (R2 = 0.991; RMSE = 0.0214; MAE = 0.012…