Unveiling the transferability of PLSR models for leaf trait estimation: lessons from a comprehensive analysis with a novel global dataset

F Ji, F Li, D Hao, AN Shiklomanov, X Yang… - New …, 2024 - Wiley Online Library
Leaf traits are essential for understanding many physiological and ecological processes.
Partial least squares regression (PLSR) models with leaf spectroscopy are widely applied …

[HTML][HTML] Advancing our understanding of plant diversity-biological invasion relationships using imaging spectroscopy

H Gholizadeh, MNA Rakotoarivony, K Hassani… - Remote Sensing of …, 2024 - Elsevier
Invasive plants can alter ecosystem composition, structure and function, which in turn may
have significant impacts on plant diversity. Although the impacts of biological invasions on …

Retrieving plant functional traits through time series analysis of satellite observations using machine learning methods

M Švik, P Lukeš, Z Lhotáková… - … Journal of Remote …, 2023 - Taylor & Francis
Plant functional traits (eg leaf pigment and water contents, specific leaf area) serve as
important indicators of plant condition, both within a given vegetation season and between …