G. Lockridge

Bio-optical signatures of insitu photosymbionts predict bleaching severity prior to thermal stress in the Caribbean coral species Acropora palmata

The paper uses machine learning to predict coral bleaching severity using bio-optical metrics from Acropora palmata, showing significant correlation between fluorescence-based phenotypes and bleaching outcomes.

A phenomic modeling approach for using chlorophyll-a fluorescence-based measurements on coral photosymbionts: a step towards bio-optical bleaching prediction

The paper develops a phenomic modeling approach using chlorophyll-a fluorescence measurements to predict coral bleaching susceptibility based on symbiont type and thermal response.