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GIS Map Layers

In Development

Portable geospatial map layer tool: GEE-based tile layers (ESA WorldCover, US NLCD, USDA CDL, DEA Land Cover, terrain) and site-level queries (NDVI, land cover, biomass). No proprietary or product-specific data.

Tool: Run the API with uvicorn server.main:app --port 8100, then the frontend with npm run dev in frontend/. Also available as a Tools portfolio piece.

In Development: This project is actively being developed. Performance metrics are from backtesting/research phases.

Problem

Site selection, due diligence, and sustainability work often need consistent access to land cover, NDVI, and terrain — without locking into proprietary or product-specific data sources.

Business Impact

  • Unified API for ESA WorldCover, US NLCD, USDA CDL, DEA Land Cover, SRTM terrain
  • Site-level geospatial (NDVI, land cover, biomass) from a single call
  • Usable as a library or via REST API; no vendor lock-in
  • Open data only — no Silvera/RENW or product-specific layers

Key Metrics

Multi-source tiles

Site API

Library + API + UI

Links