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A big data approach to assess progress towards Sustainable Development Goals for cities of varying sizes
Cities are the engines for implementing the Sustainable Development Goals (SDGs), which
provide a blueprint for achieving global sustainability. However, knowledge gaps exist in …
provide a blueprint for achieving global sustainability. However, knowledge gaps exist in …
Urban scaling laws arise from within-city inequalities
Theories of urban scaling have demonstrated remarkable predictive accuracy at aggregate
levels. However, they have overlooked the stark inequalities that exist within cities. Human …
levels. However, they have overlooked the stark inequalities that exist within cities. Human …
Urban dynamics through the lens of human mobility
The urban spatial structure represents the distribution of public and private spaces in cities
and how people move within them. Although it usually evolves slowly, it can change quickly …
and how people move within them. Although it usually evolves slowly, it can change quickly …
Intercity connectivity and urban innovation
Urban outputs, from economy to innovation, are known to grow as a power of a city's
population. But, since large cities tend to be central in transportation and communication …
population. But, since large cities tend to be central in transportation and communication …
Survey of federated learning models for spatial-temporal mobility applications
Federated learning involves training statistical models over edge devices such as mobile
phones such that the training data are kept local. Federated Learning (FL) can serve as an …
phones such that the training data are kept local. Federated Learning (FL) can serve as an …
Scaling of the morphology of African cities
A large proportion of Africa's infrastructure is yet to be built. Where and how these new
buildings are constructed matters since today's decisions will last for decades. The resulting …
buildings are constructed matters since today's decisions will last for decades. The resulting …
How urban spatial expansion influences CO2 emissions in Latin American countries
The way urban development will be shaped during the next decade will have a decisive
impact on our ability to limit global temperature increase. The goal of this paper is to develop …
impact on our ability to limit global temperature increase. The goal of this paper is to develop …
Urban scaling in rapidly urbanising China
Understanding the scaling characteristics in China is critical for perceiving the development
process of rapidly urbanising countries. This paper conducts a comprehensive scaling …
process of rapidly urbanising countries. This paper conducts a comprehensive scaling …
Scaling of urban economic outputs: Insights both from urban population size and population mobility
Urban scaling laws assume that the performance of a city largely relies on its urban
population size. However, two cities with the same population size may have vastly different …
population size. However, two cities with the same population size may have vastly different …
Reconstructing commuters network using machine learning and urban indicators
Human mobility has a significant impact on several layers of society, from infrastructural
planning and economics to the spread of diseases and crime. Representing the system as a …
planning and economics to the spread of diseases and crime. Representing the system as a …