Primary citation
Petko ON, Miok K, Bremerich V, Ion MC, Torres-Cambas Y, Buurman M, WoC® Contributors, Domisch S, Pârvulescu L
(2026)
Network-aware environmental trait database for global freshwater crayfish.
Scientific Data.
About this dataset
The ecological profiles across World of Crayfish® are built from this openly available, network-aware environmental trait dataset — GeoFRESH / Environment90m variables (Climate, Soil, Land Cover, Topography) linked to validated crayfish occurrence records at both local-catchment (l_) and upstream drainage-area (u_) scales.
The dataset is published as a Scientific Data Data Descriptor and is openly available through the DOI above and the WoC® platform.
When using WoC® ecological outputs, please cite this Data Descriptor together with WoC® as the platform delivering the harmonised, multi-source compilation.