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6.      Case Studies

            To illustrate the application of the city science framework, this deliverable has included the following
            case studies, which can be explored further by simply clicking on it;

            •  Air quality management in Southern California – California, USA


            Air pollution has been one of the leading environmental concerns of Southern California. In
            response, the district has implemented a digital platform, the “Envirosuite” platform, which utilizes
            air quality data, weather data, data on emission rate and others to formulate a baseline scenario on
            air pollution of the region which allows officials to identify the source of pollution and take actions
            accordingly.

            •  Happiness Meter – Dubai, UAE


            The vision of Smart Dubai is to become the happiest city on earth. In this context Smart Dubai
            embraces emerging and frontier technologies to create happy and seamless citywide experiences.
            To gauge happiness at the city level, Smart Dubai has implemented a simple yet powerful tool,
            called Happiness Meter, to collect data from thousands of touch points in the city instantly to reflect
            city residents’ and visitors’ experiences in Dubai.

            •  Crime prediction for more agile policing in cities – Rio de Janeiro, Brazil


            As the crime rate of Rio de Janeiro has been steadily climbing, the police forces have been
            experimenting with using predictive analytics to identify crime hot-spots and thereby allocating
            resources more efficiently. The mobile phone application developed in this case utilizes data and
            machine learning to determine crime hotspots. Crime data is also made available to the public to
            improve transparency and accessibility.

            •  Data-driven energy savings in the Hyperdome shopping centre – Queensland, Australia


            Recognizing the growing concern over increasing energy consumption of buildings, Logan city in
            Queensland has adopted different measures to improve the city’s sustainability by reducing energy
            usage. The Logan Hyperdome shopping centre, one of the largest single storey shopping centres
            in Australia, has implemented a series of intelligent solutions to optimize its energy efficiency and
            reduce energy consumption.

            •  Fine Dust Filtration – Stuttgart, Germany


            Growing awareness of air pollution among the public in Stuttgart has encouraged local technology
            firms, the Ministry of Transport of Baden-Württemberg and the other public sector members to
            collaborate on developing filter cubes that utilize data on temperature, humidity, particular count
            and other important indicators to reduce fine dust in the air. The collaboration among different local
            stakeholders in this case provides valuable lessons on successfully implementing city application.







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