Author

Veera Norros

Finnish Environment InstituteORCID 0000-0002-7481-0693Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:database / resource· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Organism:fungi (other)· 1 Assay:metagenomics· 1 Organism:plant (other)· 1 Approach:statistical model· 1

Frequent Co-Authors

Adriana L. Romero‐OlivaresiD· 1 shared Aino-Maija MäättäneniD· 1 shared Cameron EganiD· 1 shared Carlos A. Aguilar‐TriguerosiD· 1 shared Julia KemppineniD· 1 shared Kabir PeayiD· 1 shared Kira M. T. LynniD· 1 shared Kristin M. BarbouriD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperEcology

Adriana L. Romero‐OlivaresORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

A novel pipeline for the rapid expansion of ecological trait databases using LLMs

Robert J. Ramos, Michelle E. Afkhami, Carlos A. Aguilar‐Trigueros, Kristin M. Barbour, Priscila Chaverri, Sarah A Cuprewich, Cameron Egan, Kira M. T. Lynn, Kabir Peay, Veera Norros, Adriana L. Romero‐Olivares, Lauren Ward, V. Bala Chaudhary

This paper introduces an LLM-based pipeline to automate trait data extraction from fungal descriptions, showing promise but with variable accuracy across traits.

bioRxiv · Mar 12, 2026 · PreprintEcology

NordicTraits: imputed species-level functional trait dataset for vascular plants of Denmark, Finland, Iceland, Norway and Sweden

Pekka Niittynen, Risto K. Heikkinen, Maria Helena Hällfors, Aino-Maija Määttänen, Veera Norros, Julia Kemppinen

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

bioRxiv · Mar 4, 2026 · PreprintEcology