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MetaCity: Data-driven sustainable development of complex cities.
Yunke Zhang1, Yuming Lin1, Guanjie Zheng2
1Department of Electronic Engineering, Beijing National Research Center for Information Science and Technology (BNRist), Tsinghua University, Beijing 100084, China.
This paper introduces MetaCity, a framework using data-driven approaches to optimize urban resource allocation for sustainable development. It addresses challenges like pollution and inequality in complex cities.
Area of Science:
- Urban Planning
- Environmental Science
- Data Science
Background:
- Cities are complex systems with interconnected human and environmental elements.
- Urbanization presents opportunities but also challenges such as pollution, congestion, and inequality.
- Large-scale urban data offers potential for data-driven sustainable development solutions.
Purpose of the Study:
- To provide a comprehensive overview of data-driven urban sustainability practices.
- To conceptualize MetaCity, a framework for optimizing resource usage and allocation in cities.
- To explore data-driven technologies for addressing urban complexity and achieving sustainability goals.
Main Methods:
- Conceptualizing the MetaCity framework for data-driven urban sustainability.
- Decomposing urban sustainable goals (e.g., efficiency, resilience).
- Integrating urban problem discovery, system simulation, and decision-making within the framework.
Main Results:
- The MetaCity framework offers a cohesive approach to urban sustainability.
- Data-driven methods can address complexity in urban systems.
- Optimization of resource allocation is key to achieving sustainable development goals.
Conclusions:
- Data-driven approaches, integrated within frameworks like MetaCity, are crucial for sustainable urban development.
- Addressing urban complexity through data analysis and simulation enables better resource management.
- Achieving urban sustainability requires optimizing resource allocation for efficiency and resilience.
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