OSM Search & Points of Interest

Unified POI search across military gazetteers, commercial databases, and OpenStreetMap — with offline batch geocoding for denied environments.

Fused Search Provider

The POI search system aggregates results from multiple authoritative sources simultaneously, providing comprehensive coverage for any point of interest query. From military installations to coffee shops, search once and get results from all configured providers.

Search Provider Data Type Global Coverage Offline
NGA GeoNames Military Gazetteer
USGS GNIS US Geographic Names USA
Overture Maps Places Commercial POI
OpenStreetMap POI Community POI
FourSquare Venue Database -
OpenAddresses Address Geocoding

Search Capabilities

🔍 Intelligence Gathering Use Case

Search for all hospitals in a city using OSM POI, cross-reference with Overture Maps for contact details, and enrich with NGA GeoNames for official place names. Download results to a GeoPackage for offline reference during operations planning.

NGA GeoNames Integration

Access the National Geospatial-Intelligence Agency's official geographic names database. GeoNames provides authoritative place names, alternate names, and feature classifications used by military and intelligence organizations worldwide.

USGS GNIS (Geographic Names Information System)

The USGS GNIS contains official federal and state recognized geographic names within the United States. Essential for domestic operations requiring authoritative place names.

GNIS Features

Overture Maps Places

Overture Maps provides a curated, high-quality commercial POI dataset built by the Overture Maps Foundation (Linux Foundation). Includes business details, categories, and confidence scores.

Category Examples Attributes
Accommodation Hotels, motels, hostels Name, address, phone, website
Dining Restaurants, cafes, bars Cuisine, hours, price range
Transportation Airports, stations, parking Codes, operators, capacity
Healthcare Hospitals, clinics, pharmacies Specialty, emergency status
Government Embassies, military, municipal Agency, jurisdiction

OpenStreetMap POI Data

Query the world's largest community-maintained geographic database. OSM provides unparalleled coverage in many regions, with detailed amenity information added by millions of contributors.

🌎 Humanitarian Response Use Case

During disaster response, search OSM for all medical facilities, water sources, and shelters in the affected area. Download results offline for responders working in degraded network conditions. Cross-reference with NGA GeoNames for official naming.

Offline Batch Geocoding

Using OpenAddresses data, perform address-to-coordinate geocoding entirely offline. Essential for processing large address lists without cloud dependency.

Batch Geocoding Features

POI Downloading & Caching

Download POI datasets for offline use in denied environments. Cached data remains searchable even without network connectivity.

NGA GeoNames USGS GNIS Overture Maps OpenStreetMap FourSquare OpenAddresses Overpass API DuckDB Spatial
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