Mauritia flexuosa palm trees airborne mapping with deep convolutional neural network

Accurately mapping individual tree species in densely forested environments is crucial to forest inventory. When considering only RGB images, this is a challenging task for many automatic photogrammetry processes. The main reason for that is the spectral similarity between species in RGB scenes, whi...

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Veröffentlicht in:Scientific reports Jg. 11; H. 1; S. 19619 - 13
Hauptverfasser: Arce, Luciene Sales Dagher, Osco, Lucas Prado, Arruda, Mauro dos Santos de, Furuya, Danielle Elis Garcia, Ramos, Ana Paula Marques, Aoki, Camila, Pott, Arnildo, Fatholahi, Sarah, Li, Jonathan, Araújo, Fábio Fernando de, Gonçalves, Wesley Nunes, Marcato Junior, José
Format: Journal Article
Sprache:Englisch
Veröffentlicht: London Nature Publishing Group UK 04.10.2021
Nature Publishing Group
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ISSN:2045-2322, 2045-2322
Online-Zugang:Volltext
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