Zhiqiang Wu

Biographic Data

ID	4417463
NAME	Zhiqiang Wu
GIVEN NAMES	Zhiqiang
FAMILY NAME	Wu
SIGNATURE	WU Z
AFFILIATIONS	Tongji University
ORCID	0000-0002-4238-7317
VERIFIED	Yes
TOTAL WORKS	38
TOTAL CITATIONS	8
AUTHOR COUNT	38
EDITOR COUNT	0
FIRST PUBLICATION YEAR	2018
LATEST PUBLICATION YEAR	2026
H-INDEX	2

Spatiotemporal dynamics of extreme heat exposure and exposure inequality: A dual-decoupling assessment across global subnational built-up areas
Open AccessCheng Shen, Yuanyou Zhang et al.ARTICLESustainable Cities and Society2026
Evaluating 15-minute life circles at block scale with multimodal LLMs: Where they work, where they fail, and what to do next
Open AccessTao Wu, Cheng Shen et al.ARTICLEHabitat International2026
The 15-min life circle (15-LC) has become an adopted paradigm for urban governance and public service improvement, yet block-scale evaluation remains fragmented, with a gap between indicator computation, integrated interpretation, and actionable translation. Leveraging recent advances in multimodal large language models (MLLMs), we propose a 5D integrated framework for policy-defined 15-LC units and operationalize it as a protocolized benchmark w…
Integrating machine learning and network analysis for spatial distribution evaluation and renewal prioritization of mega-city park systems
Open AccessZichen Zhao, Yixuan Zou et al.ARTICLEHabitat International2026
Emotional Health Resilience and Equity in Urban Blocks During Heat Waves: Evidence from Social Sensing and Explainable Machine Learning in Shanghai
Open AccessZeyin Chen, Siying Li et al.ARTICLESustainable Cities and Society2026
Generative AI for complex urban planning: Pathways, potentials, and challenges
Open AccessTong Wu, Tao Wu et al.ARTICLEJournal of Urban Management2026
Managing urban complexity has become a defining challenge of the twenty-first century, requiring approaches that transcend conventional planning tools. Generative artificial intelligence (GenAI) has emerged as a promising response, reshaping knowledge production, spatial design, and planning practices. Yet research remains fragmented, with limited understanding of technological evolution and uneven adoption across planning domains. This study sys…
How does aging foster urban innovation? Evidence from machine learning analysis across 322 Chinese cities
Open AccessZeyin Chen, Tao Wu et al.ARTICLEJournal of Urban Management2026
The population aging is reshaping urban innovation ecosystems, yet evidence at the city-level and regarding environmental impacts remains scarce. Existing studies often treat aging as a homogeneous burden, relying on a single demographic indicator and overlooking its interactions with the urban built environment. To address these gaps, this study analyzed over 322 Chinese cities over the past decade, measuring innovation through patents counts. W…
The linkage between microbial community dynamics and urbanization age
Open AccessYinghui Jia, Jun Wu et al.ARTICLENature Sustainability2026
Pc-Gan: A deep learning framework for automated urban morphology design with spatial constraints to improve heat resilience
Open AccessHaojun Yuan, Yuankai Wang et al.ARTICLELandscape and Urban Planning2026
Investigating heterogeneous non-linear effects of key driving factors on the urban thermal environment in urban centres and non-centres: A case study of Shanghai
Open AccessXiang Ao, Zeyin Chen et al.ARTICLESustainable Cities and Society2026
Decoding Climate-Zone-Specific Nonlinear Interactions Between Urban Morphology, Vegetated Coverage, and Land Surface Temperature for the United States
Open AccessCong Guo, Xinyuan Sun et al.ARTICLESustainable Cities and Society2026
Towards scenario-conditioned urban renewal using a progressive CP-GAN framework under heat–carbon–wind scenarios
Open AccessShiqi Zhou, Xiaodong Xu et al.ARTICLESustainable Cities and Society2026
Urban greening as a potential nature-based solution for heat-related health burden: Evidence from acute myocardial infarction in a megacity
Open AccessYuansong Zhuang, Zhen He et al.ARTICLESustainable Cities and Society2026
Spatiotemporal dynamics and multidimensional drivers of urban diurnal temperature range: Evidence from integrated learning at the national scale in China
Open AccessTao Wu, Shujie Yang et al.ARTICLESustainable Cities and Society2026
Interpretable multimodal generative design of three-dimensional urban hub morphology for resilient and sustainable planning
Open AccessXiaodong Xu, Haowen Xu et al.ARTICLESustainable Cities and Society2026
Enhancing environmental sustainability of infrastructure projects through a novel dynamic evolutionary model: A rational whistleblower perspective
Open AccessYingxia Xue, Guangbin Wang et al.ARTICLEHumanities and Social Sciences…2025
Environmental sustainability has garnered significant public attention and has become crucial to infrastructure project success. The exposure of whistleblowers on social media often elicits a widespread social response. However, prior research failed to connect the environmental sustainability of infrastructure projects with whistleblowers. This paper aims to fill the gap by constructing a tripartite game model to study the evolving environmental…
A CycleGAN-Pix2pix framework for multi-objective 3D urban morphology optimization: Enhancing thermal performance in high-density areas
Open AccessShiqi Zhou, Weiyi Jia et al.ARTICLESustainable Cities and Society2025
The CycleGAN-Pix2pix model in response to Local Climate Zones was constructed. • A multi-objective optimization framework was proposed to improve thermal performance. • Three thermal indicators and floor area ratio variance were set as objectives. • The Pareto optimal solutions outperformed the original samples among six sites. • Four spatial optimization strategies were validated through final modification. Enhancing understanding of urban therm…
From heat resilience to sustainable co-benefits: Adaptive urban morphology generation based on multimodal data fusion and a novel generative framework
Open AccessShiqi Zhou, Xiaodong Xu et al.ARTICLESustainable Cities and Society2025
A novel GAN-based model was proposed for automated urban morphology generation. • The multimodal datasets consisted of LCZ, LST, and POPH preparing for training. • CP-GAN model achieved high precision in terms of performance metrics and error maps. • End-to-end generative system balancing cooling effects and socio-economic benefits. • Enabled forward-looking urban design simulations instead of retrospective analyses. Rapid urbanization and global…
An LCZ-based machine learning framework for revealing spatial heterogeneity of thermal comfort in high-density areas: Enhancing explainability and fine-grid scale resolution
Open AccessShiqi Zhou, Xiwen Geng et al.ARTICLESustainable Cities and Society2025
Joint evaluation of urban built environment’s driving patterns on urban heat island (UHI) and urban moisture island (UMI)
Open AccessTao Wu, Zeyin Chen et al.ARTICLESustainable Cities and Society2025
Towards climate-adaptive equality in coastal megacities: Assessing urban flooding risk disparities and nonlinear effect of multidimensional indicators through an interpretable LightGBM-SHAP framework
Open AccessShiqi Zhou, Xiwen Geng et al.ARTICLESustainable Cities and Society2025
Compound health effects and risk assessment of extreme heat and ozone air pollution under climate change: A case study of 731 urban areas in China
Open AccessZhen He, Zhiqiang Wu et al.ARTICLESustainable Cities and Society2025
Innovation districts: A bibliometric-systematic literature review and dynamic systems framework development
Open AccessMimi Zhou, Ting Yang et al.ARTICLESustainable Futures2025Cited by: 1References: 3
Advancing urban hub planning: A bibliometric analysis of concepts, effects evaluation, and spatial design
Open AccessXiaodong Xu, Shiqi Zhou et al.ARTICLELand Use Policy2025References: 82
Heterogeneous residential location effects: Variations in how suburban communities shape older adults' active travel—A case study from Xiamen
Open AccessCong Guo, Renlu Qiao et al.ARTICLECities2025Cited by: 3References: 5
Interactive effects of physical environment and socio-economic factor on urban mobility resilience: The case of bike-sharing in Shanghai
Open AccessZe-Yin Chen, Zeyin Chen et al.ARTICLECities2025References: 3