Using high-resolution imagery and deep learning to classify land-use following deforestation: a case study in Ethiopia

Masolele, Robert N.; De Sy, Veronique; Marcos, Diego; Verbesselt, Jan; Gieseke, Fabian; Mulatu, Kalkidan Ayele; Moges, Yitebitu; Sebrala, Heiru; Martius, Christopher; Herold, Martin

Keywords

remote sensing; deep learning; satellite data; land-use; deforestation; Ethiopia

Cite as

Masolele, R. N., De, S. V., Marcos, D., Verbesselt, J., Gieseke, F., Mulatu, K. A., Moges, Y., Sebrala, H., Martius, C., & Herold, M. (2022). Using high-resolution imagery and deep learning to classify land-use following deforestation: a case study in Ethiopia. GIScience and Remote Sensing, 59(1), 1446–1472.

Details

Publication type
Research article (journal)

Peer reviewed
Yes

Publication status
Published

Year
2022

Journal
GIScience and Remote Sensing

Volume
59

Issue
1

Start page
1446

End page
1472

Language
English

ISSN
1548-1603

DOI
https://doi.org/10.1080/15481603.2022.2115619