[HTML][HTML] A graph convolutional network approach for hyperspectral image analysis of blueberries physiological traits under drought stress

MH Rahman, S Busby, S Hanif, MM Maruf… - Smart Agricultural …, 2025 - Elsevier
Blueberries are extremely susceptible to drought due to their shallow root systems and
limited water regulation capabilities. Climate change exacerbates drought stress in major …

HyperPRI: a dataset of hyperspectral images for underground plant root study

SJ Chang, R Chowdhry, Y Song, T Mejia… - … and Electronics in …, 2024 - Elsevier
Collecting and analyzing hyperspectral imagery (HSI) of plant roots over time can enhance
our understanding of their function, responses to environmental factors, turnover, and …

Advancing hyperspectral imaging techniques for root systems: a new pipeline for macro-and microscale image acquisition and classification

C Faehn, G Konert, M Keinänen, K Karppinen… - Plant Methods, 2024 - Springer
Background Understanding the environmental impacts on root growth and root health is
essential for effective agricultural and environmental management. Hyperspectral imaging …