Matthew Gilliham

Dim Green Light Enables Day-and-Night Monitoring of Leaf Movements

The paper evaluates dim green light for night-time imaging of plant leaf movements, showing it enables accurate quantification without perturbing physiology.

Leaf movements as a quantitative metric for early stress detection

This paper develops a method to detect early plant stress using leaf movement analysis in lettuce and other crops, detecting stress within 1 hour using low-cost imaging and open-source algorithms.

Ca2+ signature gates early auxin signaling in Arabidopsis roots

The paper uses optogenetics to show that Ca2+ signals regulate early auxin signaling in Arabidopsis roots, affecting growth and transcriptional responses.

Identifying protein subcellular localisation in scientific literature using bidirectional deep recurrent neural network

The paper develops a deep learning model to extract protein subcellular localization information from scientific literature, achieving high accuracy on plant and crop species data.

A Grain of Salt

The paper identifies a haplotype variant in the HKT1;5 gene associated with increased grain sodium content in barley, showing its functional impact and potential role in selection.