Delineating borders of urban activity zones with free-floating bike sharing spatial interaction network

W Chen, X Chen, L Cheng, X Liu, J Chen - Journal of Transport Geography, 2022 - Elsevier
Free-floating bike sharing (FFBS) programs have been put into use in many cities around
the world in an effort to provide travel convenience for local inhabitants. However, it is …

Prediction of city-scale dynamic taxi origin-destination flows using a hybrid deep neural network combined with travel time

Z Duan, K Zhang, Z Chen, Z Liu, L Tang, Y Yang… - IEEE …, 2019 - ieeexplore.ieee.org
Predicting city-scale taxi origin-destination (OD) flows takes an important role in
understanding passengers' travel demands as well as managing taxi operation and …

Quantifying the scale effect in geospatial big data using semi-variograms

L Chen, Y Gao, D Zhu, Y Yuan, Y Liu - PloS one, 2019 - journals.plos.org
The scale effect is an important research topic in the field of geography. When aggregating
individual-level data into areal units, encountering the scale problem is inevitable. This …

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

M **, L Gong, Y Cao, P Zhang, Y Gong… - … , Environment and Urban …, 2021 - Elsevier
Detecting borders of urban activity spaces is essential for understanding urban dynamic
structures. The emerging big geo-data help to extract valuable knowledge about the …

Exploring the impact of spatiotemporal granularity on the demand prediction of dynamic ride-hailing

K Liu, Z Chen, T Yamamoto… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Dynamic demand prediction is a key issue in ride-hailing dispatching. Many methods have
been developed to improve the demand prediction accuracy of an increase in demand …

Detecting anomalous spatial interaction patterns by maximizing urban population carrying capacity

B Liu, M Deng, J Yang, Y Shi, J Huang, C Li… - … , Environment and Urban …, 2021 - Elsevier
Rapid urbanization in China has prompted plenty of urban facilities to be constructed with
the expectation of harmonizing with the rapid growth of urban population. However …

A classification-based multifractal analysis method for identifying urban multifractal structures considering geographic map**

J Wang, F Lu, S Liu - Computers, Environment and Urban Systems, 2023 - Elsevier
Identifying urban multifractal structures are helpful for understanding urban spatial
organization patterns as complex systems. Multifractal analysis is a powerful tool to model …

Quantitative analysis of urban polycentric interaction using nighttime light data: A case study of Shanghai, China

Y Tu, Z Chen, C Wang, B Yu… - IEEE Journal of Selected …, 2021 - ieeexplore.ieee.org
The urban polycentric structure is connected to the economy and enormously impacts
socioeconomic development and policies. Unlike traffic data and big geographic data …

Revealing urban traffic demand by constructing dynamic networks with taxi trajectory data

H Zhang, L Zhang, F Che, J Jia, B Shi - IEEE Access, 2020 - ieeexplore.ieee.org
As a crucial travel mode, taxi plays a significant role in residents' daily travel. Uncovering taxi
traffic demand has become a hotspot in transport studies. Previous researchers pay more …

Spatial Nonlinear Effects of Street Vitality Constrained by Construction Intensity and Functional Diversity—A Case Study from the Streets of Shenzhen

J Li, N Kong, S Lin, J Zeng, Y Ke… - … International Journal of …, 2024 - search.proquest.com
As an important part of urban vitality, street vitality is an external manifestation of street
economic prosperity and is affected by the built environment and the surrounding street …