A territory is a trajectory.
Places should be understood through change over time, not only through static snapshots or rankings.
About Habitability
Where can humans thrive next?
Habitability is an independent research project, evidence engine and emerging territorial-intelligence product for understanding how the conditions that support life and human flourishing change across places and through time.
Mission
Make territorial change legible.
Climate, resources, infrastructure, institutions, affordability and human choices are reshaping the geography of human flourishing. Habitability exists to observe those changes, understand their implications and — when the evidence justifies it — explore what may come next.
You cannot protect — or prepare for — habitability if you cannot observe how it is changing.
What we believe
Four questions are different.
Habitability, Desirability, Affordability and Resilience illuminate different dimensions of a territory and should not be silently collapsed.
Evidence has states.
Research, Validated and Published are not equivalent. Observation, interpretation and outlook are not equivalent either.
Source before claim.
Geography, time, source, transformation, uncertainty and limitations should remain traceable.
What we are building
A territorial intelligence system for a changing world.
Observe how conditions evolve. Compare territories on defensible evidence. Make uncertainty and provenance visible.
The primary product object is a Territory Intelligence Profile: governed observations, historical trajectories, evidence depth and quality and, progressively, H-D-A-R interpretation, defensible comparison and grounded Ask.
What exists today · V0
The first evidence-to-product chain is working.
HEAT
1950–2025
76 annual H06 observations for each of eight pilot FUAs; 608/608 panel QA.
AIR
2022–24
PM2.5 2022–2024 and PM10 2022–2023, with historical extension underway.
PRODUCT
8 profiles
Data-backed Territory Intelligence views generated from the same validated product bundle.
The V0 is proof that the architecture is buildable. It is not yet a definitive model, score or forecast of territorial Habitability.
How we work
Credibility before visibility.
Evidence → Governance → Trajectory → Interpretation → Compare → Ask.
We build cheaply, make assumptions explicit, automate quality gates, preserve provenance and publish only what the evidence status supports. Missing evidence remains visible rather than being hidden by premature aggregation.
The Habitability Flywheel
Product development creates research. Research creates useful public knowledge. That knowledge creates users and collaborators. Their feedback and support finance better evidence and a stronger product.
Independence & limits
The project must remain falsifiable.
Habitability is responsible for its own definitions, methodology, data choices and conclusions. Intellectual influences and scientific literature are documented separately in the Foundations. No framework, metric or scenario is protected from revision when evidence contradicts it.
Working beta · Feedback
Help shape Habitability.
Questions, critiques, data suggestions, methodological feedback and potential collaborations are welcome.