Bird migration flow visualization
JS An interactive flow visualization of bird migration as detected by weather radars. Inspired by air and developed for the European Network for the Radar Surveillance of Animal Movement (ENRAM). See Shamoun-Baranes et al. 2016 for a paper describing the visualization. It was also used to visualize bird migration over Europe for Nilsson et al. 2019 (download movie).
CartoDB See our blog posts on how we have visualized bird migration and tracking data with CartoDB.
R The checklist recipe is a template GitHub repository for standardizing thematic species checklist data to Darwin Core using R. It contains all the ingredients to make data standardization open, repeatable, customizable and documented. The checklist recipe won the 2018 GBIF Ebbe Nielsen Challenge and we use it ourselves for the TrIAS project.
ENRAM data repository
Python The ENRAM data repository provides access to vertical profiles of birds (vp) data for Europe, which are used in radar aeroecology studies. The data are generated by vol2bird from polar volume data of over 100 weather radars in Europe and archived automatically on Amazon S3.
Python Vespa-Watch is a website where citizen scientists can submit observations of Vespa velutina, an invasive species in Belgium. The data are automatically synchronized with iNaturalist for verification and used to manage the spread of the species.
YAML Whip is a human and machine-readable syntax to express specifications for data. We use it with the pywhip package to document and test if data provided by our partners meet the necessary requirements for publication. See Van Hoey & Desmet 2018 for a presentation.