Community knowledge is evidence

No heat decision without public context.

A city is more than a boundary file. Responsible urban-heat work begins with local purpose, partnership, accessible communication, and a way to challenge what the model misses.

A public-interest workspace for seeing local heat patterns, understanding the evidence, and helping shape thoughtful action on cooling, shade, and public investment.

City evidence and readiness experience
Explore the living workspace; cite the underlying methods and evidence.
01

Partnership before deployment

Set a public-interest purpose, identify local interpreters, agree on data governance, and create a process for residents to surface omissions and harms.

02

Readiness must be visible

A boundary-only city can support orientation. It cannot support heat conclusions. Evidence maturity should shape the confidence and use of every view.

03

Accountability continues after launch

Share what informed a decision, what was uncertain, who reviewed it, and what changed after public feedback.

A clear next step

Go from curiosity to an informed question.

Use the interactive experience to investigate the evidence, then return to the methods and sources before treating any output as a conclusion.

Explore Urban Heat Democratization

Continue your research

Primary sources, not a content maze.