Datasets for climate risk & resilience
Climate-risk and resilience assessment needs hazard data (flood, heat), exposure (buildings, population) and environmental context. Citymirror locates the source domains for each and flags missing hazard or exposure layers.
Dataset topics that matter
Weather
Weather and climate data covers observations (temperature, rainfall, wind), forecasts, climate normals, flood risk and hydrological records.
Environment
Environmental data covers land cover, green and blue space, biodiversity, protected sites, water quality, noise and soil.
Geospatial
Geospatial data covers basemaps, administrative boundaries, addresses, building footprints, terrain/LiDAR, land cover and cadastral layers.
Housing
Housing data covers dwelling stock, tenure, house prices and sales, affordability, energy performance certificates and homelessness statistics.
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 datasets for climate risk in a city","use_case":"climate risk"}'
Endpoint: POST https://citymirror.io/api/search · also GET https://citymirror.io/api/search? · Full API docs · OpenAPI
Browse by place
Source map last reviewed: 2026-06-14. Citymirror provides dataset source-location intelligence, not ownership of external datasets.