geospatial-intelligence

A spy satellite simulator in your browser, except the data is real. Live open source spatial intelligence on a photorealistic 3D globe.

Comprehensive guide to AI applications in OSINT workflows and intelligence analysis

RADAR is a real time geospatial intelligence platform that aggregates aircraft, maritime, cyber, OSINT, GPS interference, and threat alert data to provide global situational awareness through an interactive intelligence dashboard

DeepGeo: Deep Learning for Earth Observation data ToolBox

co-create and grow GEOINT standards transparenlty

Monitor areas on static map services & log new images

Picterra Python API Client

Full-Spectrum Geospatial Intelligence MCP Server — 171 tools across 27 categories: satellite imagery, aircraft tracking, maritime intelligence, military & defense, space tracking, conflict mapping, environmental monitoring, and more

A walkthrough of tutorials I made for working with geospatial data in Python. Includes my evaluations of Python geospatial libraries, tools and packages.

Solved OSINT Exercise #005 — geolocated polar bears from a zoo live cam to exact GPS coordinates using reverse image search and satellite imagery analysis.

2017 Seattle Geospatial Intelligence Hackathon: team project

Autonomous ITS engine for real-time mobility routing, prediction, and geospatial intelligence. Built on MQTT, GTFS/GTFS-RT, and a self-healing microservice architecture.

ARC-Core is a signal-intelligence event spine — a deterministic kernel built to host every project its author has ever developed, in tandem and smoothly, through one universal discipline: every state change is an event, every event produces a signed receipt, and every receipt is authority-gated.

A curated list of resources on autonomous GeoAI and AI4Science.

ShadowGraph is a lightweight, browser-based geospatial intelligence visualization tool for mapping spatio-temporal connections between individuals in the defense, aerospace, and national security science sectors. It implements the **6-Degrees-of-NASA** architecture and runs entirely from a single HTML file with no backend server required.

Geospatial intelligence framework for temporal land-use analysis using Sentinel-2 imagery, Siamese networks and probabilistic region classification.

See what is happening on the globe right now. Aircraft, ships, satellites, public cameras and Swedish road, rail and weather feeds — 37 layers, each labelled by what kind of truth it is. Runs on your own machine, and most of it needs no account.

Privacy-preserving AI for global agriculture. Enables policy-gated federated learning for sustainable yields and climate resilience while maintaining full farmer data sovereignty.

Envitia MapLink Pro sample code

Policy-gated federated learning for global climate intelligence. Enables nation-sovereign AI for carbon tracking and risk analytics without sharing raw environmental data.