Ecoscope workflow that generates aerial survey transect lines over a region of interest, producing an interactive map dashboard with styled polyline layers and exports in GeoPackage, GeoParquet, and HTML formats.

An ecoscope-workflows spec that pulls EarthRanger nest_id/nest_check events and patrol data for three Maasai Mara conservancies (Mara Triangle, Naboisho, MMNR), computes nest status, maps active/inactive nests and patrol coverage, and outputs per-conservancy Word reports.

Tracks crop raid incidents across the Amboseli ecosystem, exploring which species, crops, and locations are most affected. Outputs maps, charts, and a Word report summarizing damage and ranger response patterns.

Automated wildlife monitoring workflow for collared lions in the Amboseli ecosystem. Generates movement analytics, home range maps, subject tracks, and a compiled Word report using EarthRanger observations, with a configurable dashboard of speed and distance metrics.

Generates a weather report for the Amboseli ecosystem, analyzing rainfall gauge readings and NDVI vegetation trends across group ranch conservancies. Produces maps, bar charts, and a formatted Word document summarizing conditions over a specified time period.

Automated patrol monitoring workflow for Lion Guardians in the Amboseli ecosystem. Analyzes patrol trajectories, events, and time density from EarthRanger data, generating interactive maps, charts, summary statistics, and a compiled Word report with a configurable dashboard.

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.

Comprehensive elephant movement workflow analyzing GPS data from EarthRanger. Generates home range, seasonal, recursion, day/night, and speed raster maps alongside subject tracks, protection status analysis, and a compiled Word report using landDX database and Google Earth Engine data.

Monthly elephant conservation report workflow for MEP. Ingests EarthRanger elephant sightings, collar GPS data, and vehicle/foot patrol tracks to generate speed maps, patrol coverage maps, collar voltage charts, NDVI vegetation trends, and a sitrep report. Outputs a compiled Word report.

Ecoscope workflow for Lion Guardians predation analysis in the Amboseli ecosystem. Processes livestock depredation events to generate interactive maps, density grids, heatmaps, pie charts, and time-series dashboards by ranch and species, with herder effectiveness metrics and hotspot visualization.

Automated wildlife movement analysis pipeline. Fetches observations from EarthRanger, runs trajectory, home range, speed, and seasonal analyses, and outputs an interactive dashboard and paginated Word mapbook.

Analyzes livestock predation incidents across Amboseli group ranches, summarizing claims, animals killed, compensation values, and predator species. Produces summary tables, pie charts, bar charts, density maps, and a formatted Word report comparing current and historical trends.

Automated vehicle tracking workflow for Lion Guardians in the Amboseli ecosystem. Analyzes GPS movement data from EarthRanger to generate speed maps, track visualizations, speed-over-time charts, summary statistics, and a compiled Word report with an interactive dashboard.

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.