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Explainable identification and mapping of trees using UAV RGB image and deep learning

The identification and mapping of trees via remotely sensed data for application in forest management is an active area of research. Previously proposed methods using airborne and hyperspectral sensors can identify tree species with high accuracy but are costly and are thus unsuitable for small-scal...

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Detalles Bibliográficos
Autores principales: Onishi, Masanori, Ise, Takeshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7806907/
https://www.ncbi.nlm.nih.gov/pubmed/33441689
http://dx.doi.org/10.1038/s41598-020-79653-9