Wildlife Dynamics

Home Range

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.

Conservation data analytics

Community social survey workflow for the Amboseli ecosystem. Processes EarthRanger questionnaire responses on human-elephant coexistence, computes sentiment scores, and produces Likert charts, demographic tables, spatial attitude maps, and statistical analyses (ANOVA, Tukey, OLS). Outputs a Word report.

Workflow template engine with support for web-form configuration, parallel operators, and flexible execution targets.