Content by nelsontam (2)

nelsontam introduces Microsoft’s MARS (Map Autoregressive) model on Microsoft Foundry and explains how it converts satellite imagery into GIS-ready vector map data. The post outlines an end-to-end workflow with Microsoft Planetary Computer Pro, including STAC/COG ingestion requirements and practical deployment settings for running geospatial feature extraction at scale.

nelsontam introduces the Microsoft Planetary Computer Pro MCP Tools VS Code extension, which integrates with GitHub Copilot to run geospatial workflows via natural-language prompts. It highlights STAC-based discovery, GeoCatalog management, and ingestion/monitoring features aimed at reducing the need for custom scripts and fragmented tooling.