Processes and events in the center: a taxi trajectory-based approach to detecting traffic congestion and analyzing its causes
A novel approach is introduced for the detection of the location and direction of traffic congestion using GPS data from taxis. This approach uses a dynamic model that conceptualizes events, processes, and states. The states are the locations of the taxis, the processes are the motion of taxis, and...
| Published in: | International Journal of Digital Earth |
|---|---|
| Main Authors: | Yufeng He, Barbara Hofer, Yehua Sheng, Yue Yin, Hui Lin |
| Format: | Article |
| Language: | English |
| Published: |
Taylor & Francis Group
2023-12-01
|
| Subjects: | |
| Online Access: | http://dx.doi.org/10.1080/17538947.2023.2182374 |
Similar Items
Processes and events in the centre: a dynamic data model for representing spatial change
by: Yufeng He, et al.
Published: (2022-12-01)
by: Yufeng He, et al.
Published: (2022-12-01)
Revealing Recurrent Urban Congestion Evolution Patterns with Taxi Trajectories
by: Shi An, et al.
Published: (2018-03-01)
by: Shi An, et al.
Published: (2018-03-01)
A Dynamic Trajectory Temporal Density Model for Analyzing Maritime Traffic Patterns
by: Dapeng Jiang, et al.
Published: (2025-02-01)
by: Dapeng Jiang, et al.
Published: (2025-02-01)
STTF: An Efficient Transformer Model for Traffic Congestion Prediction
by: Xing Wang, et al.
Published: (2023-01-01)
by: Xing Wang, et al.
Published: (2023-01-01)
Traffic Demand Estimations Considering Route Trajectory Reconstruction in Congested Networks
by: Wenyun Tang, et al.
Published: (2022-08-01)
by: Wenyun Tang, et al.
Published: (2022-08-01)
Early detection of risky spatio-temporal congestion in urban traffic
by: Shaobo Sui, et al.
Published: (2025-01-01)
by: Shaobo Sui, et al.
Published: (2025-01-01)
Optimizing Cruising Routes for Taxi Drivers Using a Spatio-Temporal Trajectory Model
by: Liang Wu, et al.
Published: (2017-11-01)
by: Liang Wu, et al.
Published: (2017-11-01)
Predicting urban signal-controlled intersection congestion events using spatio-temporal neural point process
by: Jianlong Wang, et al.
Published: (2024-12-01)
by: Jianlong Wang, et al.
Published: (2024-12-01)
A congestion prediction method based on trajectory mining algorithm
by: Liu Dongjiang, et al.
Published: (2025-01-01)
by: Liu Dongjiang, et al.
Published: (2025-01-01)
Patterns of traffic congestion indicator at some intersections of the road network
by: M. G. Boyarshinov, et al.
Published: (2024-02-01)
by: M. G. Boyarshinov, et al.
Published: (2024-02-01)
Assessment of network traffic congestion through Traffic Congestability Value (TCV): a new index
by: Patel Nilanchal, et al.
Published: (2015-12-01)
by: Patel Nilanchal, et al.
Published: (2015-12-01)
Solving traffic congestion consequences regarding e-taxi parking by identifying a suitable location for the e-taxi station: geo-spatial and AHP approaches
by: Mazed Parvez
Published: (2020-12-01)
by: Mazed Parvez
Published: (2020-12-01)
The impact of Planned Special Events (PSEs) on urban traffic congestion
by: Ruwangi Fernando
Published: (2019-10-01)
by: Ruwangi Fernando
Published: (2019-10-01)
Traffic congestion patterns in the urban road network: (Dammam metropolitan area)
by: Khalid Mohammed Almatar
Published: (2023-04-01)
by: Khalid Mohammed Almatar
Published: (2023-04-01)
AST3DRNet: Attention-Based Spatio-Temporal 3D Residual Neural Networks for Traffic Congestion Prediction
by: Lecheng Li, et al.
Published: (2024-02-01)
by: Lecheng Li, et al.
Published: (2024-02-01)
TRAFFIC CONGESTION IN CHOSEN CITIES OF POLAND
by: Jacek CABAN, et al.
Published: (2020-06-01)
by: Jacek CABAN, et al.
Published: (2020-06-01)
Traffic congestion characteristics based on data of the photo and video recording system
by: M. G. Boyarshinov, et al.
Published: (2023-06-01)
by: M. G. Boyarshinov, et al.
Published: (2023-06-01)
A Novel Traffic Flow Reduction Method Based on Incomplete Vehicle History Spatio-Temporal Trajectory Data
by: Bowen Yang, et al.
Published: (2022-03-01)
by: Bowen Yang, et al.
Published: (2022-03-01)
Mining Topological Dependencies of Recurrent Congestion in Road Networks
by: Nicolas Tempelmeier, et al.
Published: (2021-04-01)
by: Nicolas Tempelmeier, et al.
Published: (2021-04-01)
Minimization Traffic Congestion with Smart Traffic Light by Using Fuzzy Logic
by: Sharifah Fhahriyah Syed Abas, et al.
Published: (2023-10-01)
by: Sharifah Fhahriyah Syed Abas, et al.
Published: (2023-10-01)
Visualization and Analysis of Traffic Flow and Congestion in India
by: Tsutomu Tsuboi
Published: (2021-03-01)
by: Tsutomu Tsuboi
Published: (2021-03-01)
Traffic Congestion Analysis and Probability Estimation Based on Stochastic Characteristics of Traffic Arrival
by: Wanru SUN, et al.
Published: (2025-06-01)
by: Wanru SUN, et al.
Published: (2025-06-01)
Non-Uniform Spatial Partitions and Optimized Trajectory Segments for Storage and Indexing of Massive GPS Trajectory Data
by: Yuqi Yang, et al.
Published: (2024-06-01)
by: Yuqi Yang, et al.
Published: (2024-06-01)
Insights into the socio-economic impacts of traffic congestion in the port and industrial areas of Chittagong city, Bangladesh
by: Md. Abdul Fattah, et al.
Published: (2022-09-01)
by: Md. Abdul Fattah, et al.
Published: (2022-09-01)
A Spatio-Temporal Entropy-based Framework for the Detection of Trajectories Similarity
by: Amin Hosseinpoor Milaghardan, et al.
Published: (2018-06-01)
by: Amin Hosseinpoor Milaghardan, et al.
Published: (2018-06-01)
Geographic Information Systems and MATLAB Simulation to Quantify and Analyze Traffic Congestion in Oja Oba Road, Arakale Road, and FUTA North Gate Road of Akure, Ondo State, Nigeria
by: E. T. Idowu, et al.
Published: (2025-02-01)
by: E. T. Idowu, et al.
Published: (2025-02-01)
Urban Traffic Flow Congestion Prediction Based on a Data-Driven Model
by: Kai Zhang, et al.
Published: (2023-09-01)
by: Kai Zhang, et al.
Published: (2023-09-01)
Mobile Application to Provide Traffic Congestion Estimates and Tourism Spots to Promote Additional Stopovers
by: Saizo Aoyagi, et al.
Published: (2020-04-01)
by: Saizo Aoyagi, et al.
Published: (2020-04-01)
Reliable and Rapid Traffic Congestion Detection Approach Based on Deep Residual Learning and Motion Trajectories
by: Mohamed A. Abdelwahab, et al.
Published: (2020-01-01)
by: Mohamed A. Abdelwahab, et al.
Published: (2020-01-01)
Traffic Signal Controller Optimization Through VISSIM to Minimize Traffic Congestion, CO and NOx Emissions, and Fuel Consumption
by: Dinakara Gunarathne, et al.
Published: (2023-04-01)
by: Dinakara Gunarathne, et al.
Published: (2023-04-01)
ST-WaveMLP:Spatio-Temporal Global-aware Network for Traffic Flow Prediction
by: BAO Kainan, ZHANG Junbo, SONG Li, LI Tianrui
Published: (2024-05-01)
by: BAO Kainan, ZHANG Junbo, SONG Li, LI Tianrui
Published: (2024-05-01)
The Propagation of Congestion on Transportation Networks Analyzed by the Percolation Process
by: Jieming Chen, et al.
Published: (2024-10-01)
by: Jieming Chen, et al.
Published: (2024-10-01)
Literary placemaking and narrative immersion in extended reality virtual geographic environments
by: Michal Rzeszewski, et al.
Published: (2022-12-01)
by: Michal Rzeszewski, et al.
Published: (2022-12-01)
Analyzing Spatial Community Pattern of Network Traffic Flow and Its Variations across Time Based on Taxi GPS Trajectories
by: Wenhao Yu, et al.
Published: (2019-05-01)
by: Wenhao Yu, et al.
Published: (2019-05-01)
Spatiotemporal influence analysis model for cultural landscapes based on a virtual geographic environment
by: Xiangfei She, et al.
Published: (2025-04-01)
by: Xiangfei She, et al.
Published: (2025-04-01)
Introduction to the Special Issue: “State-of-the-Art Virtual/Augmented Reality and 3D Modeling Techniques for Virtual Urban Geographic Experiments”
by: Jianming Liang, et al.
Published: (2018-09-01)
by: Jianming Liang, et al.
Published: (2018-09-01)
Traffic Congestion and Fuel Wastage Due to Idling Vehicles at Crossroads
by: Neha Bansal, et al.
Published: (2010-06-01)
by: Neha Bansal, et al.
Published: (2010-06-01)
Detecting vehicle traffic patterns in urban environments using taxi trajectory intersection points
by: Andreas Keler, et al.
Published: (2017-10-01)
by: Andreas Keler, et al.
Published: (2017-10-01)
Traffic congestion evaluation of urban streets based on fuzzy inference system and GIS application
by: Zainab Ahmed Alkaissi
Published: (2024-06-01)
by: Zainab Ahmed Alkaissi
Published: (2024-06-01)
A Traffic Management System for Minimization of Intersection Traffic Congestion: Case Bengkong Junction, Batam
by: Ilham Andika, et al.
Published: (2022-09-01)
by: Ilham Andika, et al.
Published: (2022-09-01)
Similar Items
-
Processes and events in the centre: a dynamic data model for representing spatial change
by: Yufeng He, et al.
Published: (2022-12-01) -
Revealing Recurrent Urban Congestion Evolution Patterns with Taxi Trajectories
by: Shi An, et al.
Published: (2018-03-01) -
A Dynamic Trajectory Temporal Density Model for Analyzing Maritime Traffic Patterns
by: Dapeng Jiang, et al.
Published: (2025-02-01) -
STTF: An Efficient Transformer Model for Traffic Congestion Prediction
by: Xing Wang, et al.
Published: (2023-01-01) -
Traffic Demand Estimations Considering Route Trajectory Reconstruction in Congested Networks
by: Wenyun Tang, et al.
Published: (2022-08-01)
