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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...
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 |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2023
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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 |
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