Urban Heat Democratization · Research wiki
The Urban Heat Research Wiki
A rigorous, public-interest companion to the living urban-heat workspace: methods, equations, assumptions, and decision boundaries in one readable place.
Mathematical foundations
From a heat raster to a defensible graph
Spatial fields, adjacency rules, Laplacians, conductance, effective resistance, uncertainty propagation, and validation logic.
Scientific interpretation
How to read a signal without mistaking it for a verdict
What each layer can support, what it cannot, and the evidence needed before action.
Reproducibility
Trace every result to inputs, code, and tests
Technical contracts, source modules, validation commands, and artifact provenance.
Living workspace
See the methods in public
Return to the canonical platform to explore Boston evidence and transparent scenarios.
Explore on the Canonical Platform
Connect this research guide to live interactive modules on urban-heat.ai-aarti.com:
Inspect satellite thermal layers, bottleneck cuts, and localized cooling access.
Explore transparent what-if cooling options, budgets, and equity trade-offs.
Interactive OSM queries, microclimate sensor bench, and federal grant generator.
Model reflective roofs, urban canopy, and cool pavements with live feedback.
Explore spectral graph conductance, Fiedler vectors, and percolation dynamics.
Partner with research mentors, community advocates, and public agencies.