Land cover classification of Andean sub-basins in Colombia based on Sentinel-2 satellite images and deep learning

The Las Piedras River sub-basin, located in the department of Cauca, Colombia, is very important for the region, especially for the capital (Popayán). This is because this sub-basin contributes around 68.17% of the water supply for the city. To guarantee continuity of this resource, good management...

Full description

Autores:
Arrechea-Castillo, Darwin Alexis
Solano-Correa, Yady Tatiana
Muñóz-Ordóñez, Julián Fernando
Camacho-De Angulo, Yineth Viviana
Sánchez-Barrera, Estiven
Figueroa-Casas, Apolinar
Pencue-Fierro, Edgar Leonairo
Tipo de recurso:
Fecha de publicación:
2023
Institución:
Universidad Tecnológica de Bolívar
Repositorio:
Repositorio Institucional UTB
Idioma:
eng
OAI Identifier:
oai:repositorio.utb.edu.co:20.500.12585/12735
Acceso en línea:
https://hdl.handle.net/20.500.12585/12735
Palabra clave:
Deep learning
Convolutional Neural Networks (CNNs)
Remote Sensing
Land Use and Land Cover
Sentinel-2
LEMB
Rights
closedAccess
License
http://purl.org/coar/access_right/c_14cb