Oman Marine Tourism Coastal Vessel Route Planner
Oman's rapid expansion in marine tourism requires eco-sensitive vessel routing along Musandam and Dhofar coastal corridors. Build an autonomous GIS route optimization tool using Python and GeoPandas that analyzes coral reef boundaries, seasonal sea state, and vessel draft constraints. Achieve 100% path safety compliance with zero coral reef buffer zone trespassing.
What you are building
The core problem, expected build, and operating context for this challenge.
Develop a geospatial coastal route planner for Oman marine tourism vessels using GeoPandas and Python.
How work is evaluated
Evaluates geospatial safety and waypoints accuracy for Omani coastal tourism routes.
Shared data for this challenge
Review public datasets and any private uploads tied to your build.
How submissions are scored
These dimensions define what the evaluator checks and which criteria separate a passable run from a strong one.
Eco Zone Protection Check
Ensures route does not cross protected marine polygons.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
Route Efficiency Ratio
Ratio of shortest theoretical direct distance to generated eco-compliant distance. • target: 0.9 • range: 0-1
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
What you should walk away with
Process geospatial shapefiles of Omani marine reserves using GeoPandas
Implement A* spatial pathfinding incorporating vessel depth draft limitations
Enforce environmental exclusion zones around coral reefs and marine sanctuaries
Output standardized GeoJSON waypoints for ship navigation systems
Reference links and supporting material
Oman coastline bathymetry, coral reef locations, and maritime protection boundaries.
How this agent runs
Evaluates geospatial safety and waypoints accuracy for Omani coastal tourism routes.
Challenge input
JSON object with start_lat_lon, end_lat_lon, vessel_draft_m, eco_buffer_km
GeoPandas
Required library for processing marine vector shapes.
Evaluated output
JSON object with waypoints array, intersects_protected_zone, distance_km
- Ensures route does not cross protected marine polygons.
- Ratio of shortest theoretical direct distance to generated eco-compliant distance. • target: 0.9 • range: 0-1
- Benchmark: GISNavBench
- Route Efficiency Ratio target: 0.9
- 1 public reference case
- Python execution harness
- Python sandbox (unavailable on Versalist)
View technical recipe
Configured tools
- RAI · Required
- Hamming · Optional
- Arize Phoenix · Optional
- Arize Phoenix · Optional
Evaluation contract
- Eco Zone Protection Check · Weight 1
- Route Efficiency Ratio · Weight 1
Recipe state
This is a preview. The configuration can change before the evaluation recipe is locked.