SABREN: Rio's Municipal Register of Favelas
This overview was generated with AI from the public sources listed below and checked against them before publication. It has not had a complete human fact-check — treat it as a starting point and follow the sources.
How this atlas is made · What “last verified” means · What “source-checked” means
The 2022 reference layer draws 1,072 favela boundaries and publishes them openly. The same polygon that tells a utility where to lay pipe can also be filed as a risk area and used to justify demolition.
what does this mean?
The strongest source is the operator's or the city's own reporting — an official report, dataset or press release. It grades who did the looking — not how well the project went. All four grades →Part of 1001 Smart Cities — 1,167 documented projects · 🏙️ 12 more in Rio de Janeiro · 📊 Open data guide · 📡 Data & IoT projects
Rio's planning institute, the IPP, keeps a municipal register of favelas — SABREN — and publishes its boundary layers openly on data.rio under CC BY 4.0; the 2022 reference layer holds 1,072 polygons drawn by photointerpretation of aerial imagery. Being on the map cuts both ways: the same municipal geography that underpins service planning also carries the Geo-Rio "risk area" reports used to justify demolitions. Street mapping inside favelas began with residents in 2013 under UPP Social, but that programme is defunct, and postcodes reached Maré only through a federal scheme in 2026.
📊 Impact
1,072 favela polygons in the 2022 reference layer, published as open GIS under CC BY 4.0 (data.rio item modified 29 January 2025); SABREN itself records 1,018 favelas and 440,552 households — two counts from the same institute at different vintages.
🎓 Lesson
A boundary layer is a political instrument. The same polygon that tells a utility where to lay pipe can be labelled a risk area, and publishing it openly does not decide which use wins.
Sources
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Compare this project
The same parcel map, four different jobs
A city-scale property layer looks like a technical artefact and behaves like a political one. These four were built to do quite different things to the people inside the polygons.
| Project | Since | Status | Outcome | Evidence | Run by | Cost | What the map does to you |
|---|---|---|---|---|---|---|---|
| Mapa de Manaus: Resurveying a Property Register Frozen Since 2010Manaus, 🇧🇷 | 2019 | Completed | Succeeded | Official | City government | not public | Remeasures you. Residents told the press their bills had doubled, tripled or quadrupled — the rate had not risen, only the recorded area. |
| GEPTIS: Bengaluru's Geospatial Property Tax MapBengaluru, 🇮🇳 | 2016 | Live | Ongoing | Media | City government | not public | Colour-codes you by payment status. Mapping alone did not widen the tax net; enforcement came later, with door-to-door surveys and drones. |
| Kigali Master Plan Web GIS PortalKigali, 🇷🇼 | 2020 | Live | Ongoing | Official | City government | not public | Dates you. Every parcel carries the seven-year window in which its neighbourhood is due to be rebuilt. |
| SABREN: Rio's Municipal Register of FavelasRio de Janeiro, 🇧🇷 | 1990 | Live | Ongoing | Official | City government | not public | Recognises you, and can be used against you: the same polygon that guides service planning also carries the risk-area reports used to justify demolitions. |
Explore the wider context
📎 Cite this project
1001 Smart Cities (2026). “SABREN: Rio's Municipal Register of Favelas” — Rio de Janeiro, Brazil. The Smart City Atlas. https://1001smartcities.org/projects/rio-sabren-favela-register/ (last verified 2026-07-26). Data: CC BY 4.0.
The underlying data is free to reuse with attribution — see the open data page.
