Multi-scale trait-based approach to link biological structure to ecosystem function

Version:

MARBEFES WP3.2b_Guidance_Draft_v5_28.1.2026

Rights:

Developed under EU Horizon Europe Grant Agreement no. 101060937 and UKRI Grant Agreement no. 10048815

Publication:

MARBEFES Deliverable D3.1, MARBEFES WP3.2b_Guidance_Draft (ongoing evolving methodology)

Difficulty:

Moderate

Skill Required:

Knowledge in preparation and data analysis of marine biological community data, basic knowledge of GIS (e.g. ArcGIS or QGIS), and basic knowledge in the R programming language.

Authors:

Anna Törnroos, Tiina Salo, Marie Nordström, Riikka Puntila-Dodd

Tool Contributors:

Project general coordinator:

Project Scientific manager:

Project Manager:

Frelat, R., Beukhof, E., Weigel, B. & Lindegren, M. (2022). Tutorial for analysing trait-environment relationships,
Zenodo, 10.5281/zenodo.6712534 and https://github.com/rfrelat/TraitEnvironment
de Juan, S., Bremner, J., Hewitt, J., Törnroos, A., Mangano, M.C., Thrush, S., Hinz, H. (2022). Biological traits approaches in benthic marine ecology: Dead ends and new paths. Ecol. Evol. 12:e9001.

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