Research on Multi-Scenario Simulation of Urban Expansion for Beijing–Tianjin–Hebei Region Considering Multilevel Urban Flows

Research on Multi-Scenario Simulation of Urban Expansion for Beijing–Tianjin–Hebei Region Considering Multilevel Urban Flows

With the development of urban agglomerations in China, the study of the interactions between cities has become a popular and difficult issue. Exploring the interactions between cities can help decision-makers optimize regional resource allocation and improve regional spatial patterns. Combining the...

Full description

Saved in:

Bibliographic Details
Main Authors:	Jiayi Hu, Dongya Liu, Xinqi Zheng
Format:	Article
Language:	English
Published:	MDPI AG 2024-11-01
Series:	Land
Subjects:	urban flow model PLUS model hierarchical generalized linear model Beijing–Tianjin–Hebei region urban expansion
Online Access:	https://www.mdpi.com/2073-445X/13/11/1830
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Decreasing Impact of Intra-City Disparities on Ecosystem Services During Rapid Urbanization in the Beijing–Tianjin–Hebei Urban Agglomeration
by: Jinxia Lv, et al.
Published: (2025-06-01)

Spatiotemporal Change Analysis and Multi-Scenario Modeling of Ecosystem Service Values: A Case Study of the Beijing-Tianjin-Hebei Urban Agglomeration, China
by: Jing Duan, et al.
Published: (2024-10-01)

Urban Heat Island Effect in Different Sizes from a 3D Perspective: A Case Study in the Beijing–Tianjin–Hebei Region
by: Borui Li, et al.
Published: (2025-02-01)

PM2.5 prediction and its influencing factors in the Beijing-Tianjin-Hebei urban agglomeration using spatial temporal graph convolutional networks
by: Yawen Zhao
Published: (2025-01-01)

Spatiotemporal Dynamics and Driving Mechanisms of Ecosystem Services in the Beijing–Tianjin–Hebei Urban Agglomeration: Implications for Sustainable Land Use Planning
by: Shuanqging Sheng, et al.
Published: (2025-04-01)

Spatio-Temporal Analysis of the Redundancies of Construction Land in the Beijing-Tianjin-Hebei Region (2000–2020)
by: Ting Zhang, et al.
Published: (2025-04-01)

Inversion of Aerosol Chemical Composition in the Beijing–Tianjin–Hebei Region Using a Machine Learning Algorithm
by: Baojiang Li, et al.
Published: (2025-01-01)

Prediction of regional water resources carrying capacity based on stochastic simulation: A case study of Beijing-Tianjin-Hebei Urban Agglomeration
by: Wentao Xu, et al.
Published: (2024-12-01)

Self-Organizing Map-Based Classification for Fire Weather Index in the Beijing–Tianjin–Hebei Region and Their Potential Causes
by: Maowei Wu, et al.
Published: (2025-03-01)

Analysis of sustainable spatial structure of cities under the framework of “Economy-Society- Environment”: A case study Beijing-Tianjin-Hebei urban agglomeration
by: Haonan Chen, et al.
Published: (2025-04-01)

Impact of manufacturing structure upgrading on industrial land prices from the perspective of government intervention: Take Beijing-Tianjin-Hebei and Yangtze River Delta urban agglomerations as examples
by: LIN Ruihan, ZHU Daolin, QI Yuan
Published: (2025-06-01)

A study on the spatial distribution and driving factors of traditional villages–a case study of the Beijing-Tianjin-Hebei region in China
by: Peng Peng, et al.
Published: (2025-08-01)

The driving effect of digital economy on interregional collaborative governance of carbon reduction: A case study of the Beijing-Tianjin-Hebei region
by: Kangkang Zhang
Published: (2025-06-01)

Urban Expansion Scenario Prediction Model: Combining Multi-Source Big Data, a Graph Attention Network, a Vector Cellular Automata, and an Agent-Based Model
by: Yunqi Gao, et al.
Published: (2025-07-01)

A Flight Slot Optimization Model for Beijing-Tianjin-Hebei Airport Cluster Considering Capacity Fluctuation Factor
by: Jie Ren, et al.
Published: (2025-04-01)

Accelerating land use carbon emissions in shrinking counties: a systematic analysis of land use dynamics in the Beijing-Tianjin-Hebei region, 2000–2020
by: Jianwen Zhang, et al.
Published: (2025-05-01)

SAR-based dynamic information retrieving of the Beijing-Tianjin-Hebei flood-inundation happened in July 2023, North China
by: Zhijun Jiao, et al.
Published: (2024-12-01)

Ecological restoration zoning and its driving factors in Beijing-Tianjin-Hebei based on landscape ecological risk and ecosystem services
by: Wendi Wang, et al.
Published: (2025-09-01)

Measuring coordination between land ecological security and high-quality economic development: a case of the Beijing-Tianjin-Hebei region
by: Xiaoyong Zhong, et al.
Published: (2025-02-01)

Variation Characteristics of Land Use Change Within the Beijing–Tianjin–Hebei Region During 1985–2022
by: Huijuan Wang, et al.
Published: (2024-11-01)

Spatiotemporal Analysis of Urban Expansion in Beijing, China
by: Jing Zhang, et al.
Published: (2024-10-01)

Response of Vegetation Phenology to Seasonal Land Surface Temperature in the Beijing-Tianjin-Hebei Region Under Urbanization Background
by: Jinbing Zhang, et al.
Published: (2025-01-01)

Identifying key drivers of urban flood resilience for effective management: Insights and implications
by: Yongyang Wang, et al.
Published: (2025-08-01)

Mapping time-series anthropogenic heat flux using the top-down inventory and temporal downscaling in Beijing-Tianjin-Hebei megaregion of China
by: Biyun Guo, et al.
Published: (2024-12-01)

Exploring coordinated pathways for sustainable ecosystem and socioeconomic development: A case study of the Beijing-Tianjin-Hebei region
by: Yanni Cao, et al.
Published: (2025-06-01)

A Novel Optimized Hybrid VMD-PCA-XGBoost Model for Forecasting Precipitation: Exemplified by the Beijing-Tianjin-Hebei Study Region in China
by: Qiaoli Kong, et al.
Published: (2025-01-01)

PM2.5 concentration 7-day prediction in the Beijing–Tianjin–Hebei region using a novel stacking framework
by: Xintong Gao, et al.
Published: (2025-07-01)

A comparative analysis of heat waves over two major urban agglomerations in China
by: Xin Wang, et al.
Published: (2025-01-01)

Assessing habitat fragmentation in highly urbanized area: Implications for mitigating landscape dissection and habitat restoration
by: Wei Hou, et al.
Published: (2025-05-01)

Modeling, Assessment, and Prediction of Carbon Storage in Hebei–Tianjin Coastal Wetlands
by: Liang Zhao, et al.
Published: (2024-11-01)

Towards a carbon compensation framework: integrating embodied carbon transfer and carbon sequestration service flows in urban agglomerations
by: Jing Chen, et al.
Published: (2025-08-01)

Ecological vulnerability assessment and driving force analysis of small watersheds in Hilly Regions using sensitivity-resilience-pressure modeling
by: Jing-tao Shi, et al.
Published: (2025-09-01)

An investigation into hydrological response to urbanization in the Loess Plateau, China: Does urban expansion only boost flow?
by: Congcong Yao, et al.
Published: (2025-10-01)

Spatiotemporal Evolution and Driving Factors of Desertification Sensitivity During Urbanization: A Case Study of the Beijing–Tianjin–Hebei Core Region
by: Deshen Xu, et al.
Published: (2025-04-01)

A three-dimensional perspective on how land use/cover change reshapes drought propagation under climate change?
by: Hongguang Chen, et al.
Published: (2025-08-01)

Scenario based land use simulation for climate adaptability in coastal urban agglomerations of Guangdong Hong Kong and Macao Bay area
by: Jiayu Wang, et al.
Published: (2025-07-01)

Driving Forces and Future Scenario Simulation of Urban Agglomeration Expansion in China: A Case Study of the Pearl River Delta Urban Agglomeration
by: Zeduo Zou, et al.
Published: (2025-07-01)

From a grand hotel to an urban symbol: the Astor Hotel in old and new Tianjin
by: Taoyu Yang
Published: (2024-08-01)

Variations in Rural PM2.5 Sources and Composition in the Post Coal-to-Gas Period Based on a Three-Year Observation
by: Zhi Ning, et al.
Published: (2025-04-01)

Changes in Chemical Composition, Sources, and Health Risk of PM2.5 with Sand Storm at a Small City in North China
by: Jihong Wei, et al.
Published: (2022-05-01)