Hideyuki Doi

This paper evaluates tabular foundation models as species distribution models, finding they perform competitively without per-dataset tuning but are sensitive to biased data.

This study uses time-series foundation models to improve forecasts of lake phytoplankton dynamics, finding that Chronos-T5 outperforms other models in accuracy and stability.

This study improves eDNA measurement sensitivity by reconcentrating DNA extracts without additional equipment or reagents, increasing DNA concentration by sevenfold when pooling ten samples.

The paper assesses how host-dependent mutualisms affect climate-driven range shifts in anemonefish, finding that host immobility limits fish distributions and creates ecologically inaccessible areas under climate change.

This study analyzes microbial communities in deep subseafloor sediments, finding evolutionary stasis driven by homogeneous selection and environmental stability over 480 kyr.

This study quantifies climate and environmental impacts on Antarctic phytoplankton biomass over 20 years using trend-based methods and SEM, revealing ocean acidification, iron limitation, and seasonal causal pathway differences.

This study evaluates using rainwater eDNA analysis for canopy invertebrate surveys, finding it potentially efficient but needing further validation.

The paper analyzes animal stoichiometry across species and body sizes, finding body size better predicts intraspecific than interspecific variation in elemental content.