Documented datasets
Reusable urban datasets with transparent sources, schemas, licenses, and quality notes.
Open urban research infrastructure
Observe. Measure. Understand.
UrbanProbe organizes urban data, maps, indicators, and reproducible tools into infrastructure researchers and cities can inspect and reuse.
Data registry
Urban evidence with context.
Every resource should document geography, time, resolution, access, license, provenance, and known limitations—not simply provide a download link.
Urban datasetsCatalog & provenance
Spatial indicatorsDefinitions & validation
Map layersInteractive exploration
Data requestsCommunity needs
What we build
Open tools for reading cities.
Maps & sensing
Spatial interfaces for exploring built environments, mobility, exposure, and change.
Reproducible workflows
Code and methods that connect raw observations to defensible urban indicators.
Case studies
Built around real urban questions.
Future cases will combine data, methods, visualizations, and interpretation in one reproducible research package.
Contribute
Help build open urban infrastructure.
Suggest a dataset, document a method, contribute code, or propose a city case.