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Deep learning enables image-based tree counting, crown segmentation, and height prediction at national scale

Sustainable tree resource management is the key to mitigating climate warming, fostering a green economy, and protecting valuable habitats. Detailed knowledge about tree resources is a prerequisite for such management but is conventionally based on plot-scale data, which often neglects trees outside...

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Detalles Bibliográficos
Autores principales: Li, Sizhuo, Brandt, Martin, Fensholt, Rasmus, Kariryaa, Ankit, Igel, Christian, Gieseke, Fabian, Nord-Larsen, Thomas, Oehmcke, Stefan, Carlsen, Ask Holm, Junttila, Samuli, Tong, Xiaoye, d’Aspremont, Alexandre, Ciais, Philippe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10096914/
https://www.ncbi.nlm.nih.gov/pubmed/37065619
http://dx.doi.org/10.1093/pnasnexus/pgad076