A

Aperture

Satellite and earth observation

◐ BETA

Satellite analysis for non-specialists.

Satellite analysis for programme teams who don't run a GIS. Click a location, set a date range, and get an environmental and situational read back as a PDF report.

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Aperture screenshot 1: NDVI change product · Gezira Wad Madani · baseline, conflict-period and difference · Sentinel-2
NDVI change product · Gezira Wad Madani · baseline, conflict-period and difference · Sentinel-2
Aperture screenshot 2: Click-to-place area of interest · 250 km² over Khartoum
Click-to-place area of interest · 250 km² over Khartoum

Capabilities

What it does.

Capabilities listed here are present in the current build. Performance figures, model cards and annotation protocols available under NDA.

  • ·Vegetation (NDVI): cropland productivity, green-cover change
  • ·Surface water (MNDWI): flood extent, reservoir change
  • ·Built-up area (NDBI): settlement expansion, displacement sites
  • ·Radar backscatter (SAR): all-weather structural change
  • ·Fire activity: active fires and burn scars from FIRMS / VIIRS
Built on
Python·FastAPI·Copernicus openEO·rasterio·geopandas·Claude

HuggingFace Spaces is used for demo and beta access. Production engagements deploy on client-nominated infrastructure.

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