Freetown Urban Data & Community Drone-Mapping Programme
Sierra Leone
Freetown mapped 4,038 km of formal and informal bus routes (2018–19), then in 2024 trained residents of informal settlements as …
Brazil · Rio de Janeiro · See the Brazil profile · See the Rio de Janeiro profile
Evidence: Descriptive / self-reported Top 48% 71/100 · Ask Evidence Copilot about this practice
Built in 8 months after a deadly 2010 landslide, Rio's Centro de Operações e Resiliência (COR) fuses 50+ agencies' data into one 24/7 room. City/EBRD figures report a 30% cut in emergency response time, but the EBRD's own review notes 2020 disasters still took a heavy toll.
After rains and landslides killed dozens of people in Rio de Janeiro in 2010, then-mayor Eduardo Paes partnered with IBM, and later Oracle, on a public-private partnership worth about US$23 million (IBM $14 million, the city $9 million) to build an Intelligent Operations Center in eight months, ahead of the 2014 World Cup and 2016 Olympics.
The Centro de Operações e Resiliência (COR) integrates real-time feeds from rain gauges, traffic cameras, GPS on buses, taxis and the metro, social-media monitoring and Waze traffic data. It is staffed 24/7 by roughly 500 people across four branches (operations, technology, infrastructure and resilience) and can forecast heavy rainfall up to 48 hours ahead.
City- and partner-reported figures, cited independently by the EBRD and the Centre for Public Impact, record more than a 30% cut in emergency response times and a fall in typical problem-resolution time from about five hours to 45 minutes. The project won a 2013 Smart City Award, helped Rio join the Rockefeller Foundation's 100 Resilient Cities network in 2014, and has been studied by more than 50 city delegations from around the world.
These outcome figures originate with the operating city and its technology partners rather than an independent academic evaluation, and no source reviewed quantifies whether residents of Rio's disaster-prone informal settlements benefit equally from COR's monitoring and response. The EBRD's own review notes that 'extreme natural disasters took a heavy toll on Rio de Janeiro' again in 2020, concluding that operations centres must be paired with stricter development rules in disaster-prone areas and cannot substitute for urban planning.
National / regional programmes
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Sierra Leone
Freetown mapped 4,038 km of formal and informal bus routes (2018–19), then in 2024 trained residents of informal settlements as …
Peru
Since 2010, Lima Cómo Vamos has surveyed ~2,000 residents of Metropolitan Lima annually on urban quality of life. A 2022 …
Tanzania
Dar es Salaam's Ramani Huria trained 450 community members and students to map flood-prone informal settlements with OpenStreetMap and drones. …
Nepal
In 2012–13 the Government of Nepal, World Bank/GFDRR and 1,500+ trained volunteers built Nepal's first open, crowdsourced map of Kathmandu …
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