Topic source map

Find environment datasets by place

Citymirror maps where environment datasets are available across cities and countries — for researchers, councils, consultants and AI agents. Environmental data covers land cover, green and blue space, biodiversity, protected sites, water quality, noise and soil.

Typical formats

GeoJSON Shapefile CSV WMS

Environment datasets by city

Birmingham good

United Kingdom · 4 source(s)

London partial

United Kingdom · 3 source(s)

Manchester good

United Kingdom · 4 source(s)

Doha partial

Qatar · 2 source(s)

Dubai partial

United Arab Emirates · 2 source(s)

Abu Dhabi good

United Arab Emirates · 4 source(s)

Riyadh partial

Saudi Arabia · 2 source(s)

For AI agents & developers

Query this as a data-availability map

Call the Citymirror search endpoint to get source domains, availability and gaps for this place and topic as structured JSON.

curl -X POST https://citymirror.io/api/search \
  -H "Content-Type: application/json" \
  -d '{"query":"Find environment datasets for a city","topic":"environment"}'

Endpoint: POST https://citymirror.io/api/search · also GET https://citymirror.io/api/search?topic=environment · Full API docs · OpenAPI

Browse all topics

Traffic Air quality Population Geospatial Housing Planning Energy Transport Weather Environment

Source map last reviewed: 2026-06-14. Citymirror provides dataset source-location intelligence, not ownership of external datasets.