University of California, Merced

VOC observations improve transferable ozone prediction using interpretable machine learning

Abstract Surface ozone variability is controlled by complex interactions among emissions, chemistry, and meteorology, yet the extent to which machine learning models capture chemically meaningful relationships remains uncertain. Here we apply an automated machine learning framewo...

Genomic catalogue of giant viruses reveals expanded diversity and functional potential

Nucleocytoplasmic large DNA and Mirusviricota viruses exhibit taxonomic richness which continually expands due to metagenomic sequencing. Here we curate a database of giant virus metagenome-assembled genomes (GVMAGs V2), comprising 8,508 species-level representatives from 18,727...

The evolution of plasticity in drought-related traits in central and edge populations of Mimulus cardinalis

Phenotypic plasticity can influence population persistence, range dynamics, and evolutionary potential in heterogeneous landscapes. If adaptive, plasticity may buffer populations against environmental variability, climate change, and extreme events. Yet, few studies have examined...