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Creating spatially-detailed heterogeneous synthetic populations for agent-based microsimulation

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2022; 91 ()

Agent-based models (ABMs) of urban systems have grown in popularity and complexity due to the widespread availability of high-performance computing re......

Impact of 3-D urban landscape patterns on the outdoor thermal environment: A modelling study with SOLWEIG

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2022; 94 ()

With global warming and rapid urban growth, cities get warmer, which poses additional stress on human thermal comfort and health. Complex three-dimens......

Equalizing the spatial accessibility of emergency medical services in Shanghai: A trade-off perspective

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2022; 92 ()

Planning public services needs to promote equal access across geographic areas and between demographic groups. However, most location-allocation model......

Flow trace: A novel representation of intra-urban movement dynamics

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2022; 96 ()

The dynamics of human activities can illustrate how a city operates at different times. In today's highly connected urban systems, the travel flow rhy......

A general model for creating robust choropleth maps

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2022; 96 ()

Choropleth maps visualize areal geographical data by grouping data into a few map classes and assigning different colors, shades, or patterns. Recent ......

Interpretable machine learning models for crime prediction

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2022; 94 ()

The relationship between crime patterns and associated variables has drawn a lot of attention. These variables play a critical role in crime predictio......

An efficient dynamic route optimization for urban flooding evacuation based on Cellular Automata

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2021; 87 ()

Flooding has been one of the major issues that have seriously hampered the developments of the urban systems, as well as threatened the urban water en......

Identifying borders of activity spaces and quantifying border effects on intra-urban travel through spatial interaction network

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2021; 87 ()

Detecting borders of urban activity spaces is essential for understanding urban dynamic structures. The emerging big geo-data help to extract valuable......

Detecting anomalous spatial interaction patterns by maximizing urban population carrying capacity

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2021; 87 ()

Rapid urbanization in China has prompted plenty of urban facilities to be constructed with the expectation of harmonizing with the rapid growth of urb......

Revealing correlation patterns of individual location activity motifs between workdays and day-offs using massive mobile phone data

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2021; 89 ()

Recently, people are increasingly interested in understanding broader and longer-term individual activity-travel behaviors across days or even weeks. ......

A machine learning approach to the simulation of intercity corporate networks in mainland China

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2021; 87 ()

This paper explores the potential of machine learning algorithms (MLAs) for the simulation of intercity networks. To this end, we implement the random......

An iterative tessellation-based analytical approach to the design and planning of waste management regions

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2021; 88 ()

Collection and transportation of solid waste are costly for municipal budgets. This study challenges the use of existing administrative boundaries in ......

KE-CNN: A new social sensing method for extracting geographical attributes from text semantic features and its application in Wuhan, China

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2021; 88 ()

Social sensing is an analytical method to study the interaction between human and space through extracting reliable information from massive volunteer......

Towards a multidimensional view of tourist mobility patterns in cities: A mobile phone data perspective

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2021; 86 ()

The last decade has witnessed a wealth of studies on characterizing human mobility patterns using movement datasets. Such efforts have highlighted a f......

Towards generating network of bikeways from Mapillary data

期刊: COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2021; 88 ()

Nowadays, biking is flourishing in many Western cities. While many roads are used for both cars and bicycles, buffered bike lanes are marked for the s......

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