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Automated mapping of Portulacaria afra canopies for restoration monitoring with convolutional neural networks and heterogeneous unmanned aerial vehicle imagery

Ecosystem restoration and reforestation often operate at large scales, whereas monitoring practices are usually limited to spatially restricted field measurements that are (i) time- and labour-intensive, and (ii) unable to accurately quantify restoration success over hundreds to thousands of hectare...

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Detalles Bibliográficos
Autores principales: Galuszynski, Nicholas C., Duker, Robbert, Potts, Alastair J., Kattenborn, Teja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9575683/
https://www.ncbi.nlm.nih.gov/pubmed/36262418
http://dx.doi.org/10.7717/peerj.14219