A global, taxon-stratified, high-resolution sampling-effort dataset from GBIF for bias-aware ecological modelling
Examples of sampling effort datasets This study provides global, taxon-stratified rasters of sampling effort (observation counts and species richness) derived from ~3 billion GBIF records. These rasters are available for nine major taxonomic groups and their descendants, at four spatial resolutions (≈1, 5, 10, and 20 km), and for annual as well as cumulative time periods (1980–2025).
May 18, 2026
IASDT.R: modelling the distribution of invasive alien plant species in Europe
Dec 18, 2025
ecokit: tools for ecological and general utilities
Dec 18, 2025
Prototype Biodiversity Digital Twin: Invasive Alien Species
Jun 14, 2024
Dynamic species distribution models of Antarctic blue whales in the Weddell Sea using visual sighting and passive acoustic monitoring data
Dec 28, 2023
Daily acoustic presence of Antarctic blue whales (Balaenoptera musculus intermedia) within a 10 km radius of recording sites in the Weddell Sea, based on passive acoustic monitoring data from 2008 to 2013
Oct 19, 2023
Year-round habitat suitability of humpback whales (Megaptera novaeangliae) in the Southern Ocean
Aug 26, 2022
Year-round habitat suitability of fin whales (Balaenoptera physalus) in the Southern Ocean
Aug 26, 2022
Year-round habitat suitability of Antarctic minke whales (Balaenoptera bonaerensis) in the Southern Ocean
Aug 26, 2022
Year-round habitat suitability of Antarctic blue whales (Balaenoptera musculus intermedia) in the Southern Ocean
Aug 26, 2022