Julia Kemppinen

The paper introduces FennoTraits, a dataset of plant functional traits and community composition from northern European flora, highlighting trait patterns and species distribution across seven study areas.

This study quantifies how permafrost degradation affects plant biodiversity in sub-Arctic palsa mires, showing significant biodiversity loss in completely thawed mires and highlighting lichen loss and vascular plant shifts.

NordicTraits provides a comprehensive, imputed functional trait dataset for vascular plants in Nordic countries, enabling ecological research on plant strategies and environmental responses.

This paper presents a high-resolution microclimate dataset for a sub-Arctic biodiversity hotspot in Finland, generated using Random Forest models from 430 measurement locations.