GeoSpark

Exact geodesic distance between two places or geometries on the WGS84 ellipsoid.

    Use for any "how far" question instead of estimating. For NAMED places pass place_a and
    place_b; the server geocodes them, so never type coordinates for a place yourself. Use
    point_a/point_b only for coordinates the user gave or another tool returned. For lines
    and polygons the distance is between their nearest points. Returns metres and kilometres.
    

Ground-truth topology: does geometry_a geometry_b?

    Use instead of guessing containment, overlap or adjacency. Invalid geometries (for
    example self-intersecting polygons) are refused with the reason.
    

Find coordinates for an address or place name (OpenStreetMap Nominatim).

    Check `geospark.warnings` for ambiguous names (e.g. "Springfield") and ask the user
    which one they mean, or add a region.
    

Satellite active-fire detections near a point (NASA FIRMS; the server needs a FIRMS_MAP_KEY).

Latest PM2.5, NO2, O3 from the nearest monitoring stations (OpenAQ; the server needs an OPENAQ_API_KEY), with each station's data licence.

Ground elevation in metres (Copernicus GLO-30, Open Elevation fallback), with its vertical datum and accuracy.

Current weather and a daily forecast for a point (Open-Meteo, no key needed).

Where can you get to from a point within N minutes on foot, by bike or by car? Returns one polygon per contour with its geodesic area (Valhalla over OpenStreetMap).

A dossier for a place: address, elevation, weather, and nearby amenities with exact distances, as a GeoJSON map layer listing every data source used. Takes ~10-30 s.

Open global map data from Overture Maps, no API key: points of interest (with categories), building footprints (height, floors, geodesic footprint area), road and path segments (geodesic length), or divisions, the administrative areas containing the point (country, region, city, neighbourhood). Results are nearest first, with distances in metres. Can take 5-20 s on a cold cache.

Find the address or place at a coordinate (OpenStreetMap Nominatim).

Driving route between two points (OSRM over OpenStreetMap): line geometry, distance in metres and duration in seconds.

Rank candidate sites in an area by geodesic distance to amenities you want nearby and away from ones to avoid (OpenStreetMap data). Takes ~10-30 s.

Compute a buffer (shape-preserving, metres), geodesic area or length, centroid or convex hull.

Returns the resulting geometry as GeoJSON with its measurements and units.

Network travel time (minutes) and distance (metres) from each origin to each destination. Note: points here are [latitude, longitude] pairs.