Wildlife Dynamics

Generate interactive 3D animations of subject movements from EarthRanger observations. The workflow processes observations into trajectories, creates PyDeck TripsLayer visualizations over terrain and satellite imagery, and exports an interactive HTML map, GeoParquet datasets, and dashboard widget for movement analysis.

A workflow to calculate patrol efforts by ranger

Home Range

Wildlife subject tracking workflow for collared elephant monitoring in Kenya. Generates speed maps, home range (ETD/MCP), and seasonal movement analyses from EarthRanger GPS data. Computes protected area occupancy and outputs per-subject reports and an interactive dashboard.