Rishav Ray

Four numbers, one axis: deep learning models reveal what leaf spectrum constrains about Farquhar-von Caemmerer-Berry photosynthesis

The paper evaluates how well leaf spectra can recover Farquhar-von Caemmerer-Berry parameters using deep learning, finding limited transferability across datasets but consistency within species.

Spectral network analysis illuminates coordinated planttraits across a climate gradient

This study uses hyperspectral data and network analysis to show how plant populations adapt to climate change through coordinated trait networks rather than isolated traits.