Unsupervised Approach to Forest Tree Species Diversity Assessment With Satellite Observations

Forest tree species diversity plays a critical role in maintaining ecosystem resilience and function. However, large-scale assessments remain challenging due to the limitations of field-based and supervised remote sensing methods, which require costly training data and species-level labeling. In thi...

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Detalhes bibliográficos

Principais autores:	Jakub Talaga, Pawel Netzel, Dominika Cywicka
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2026-01-01
coleção:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Assuntos:	Ecosystem monitoring remote sensing self-organizing maps (SOM) spatial analysis spectral clustering vegetation indices
Acesso em linha:	https://ieeexplore.ieee.org/document/11408415/
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