将脆弱性与韧性纳入洪水风险评估：长三角多情景分析
Integrating vulnerability and resilience into flood risk assessment: A multi-scenario analysis in the Yangtze River Delta
Sustainable Cities and Society
研究数据库
从优化到生成：用于提升居住组团能源与热环境性能的机器学习和形态约束生成对抗网络框架
From optimization to generation: A machine learning and morphology-constrained GAN framework for improving energy and thermal performance in residential clusters
Sustainable Cities and Society
利用地理可解释人工智能探究城市形态对地表温度的非线性影响及空间异质性
Investigating the Nonlinear and Spatially Heterogeneous Impacts of Urban Form on Land Surface Temperature Using Geographic Explainable Artificial Intelligence
Sustainable Cities and Society
路径依赖的扩散与空间不平等：中国市场化转型中的分布式光伏证据
Path-dependent diffusion and spatial inequality: Evidence from distributed photovoltaics in China’s market-oriented transition
Sustainable Cities and Society
面向空气质量的城市设计与伦敦高层高密度城区NO₂减排：基于机器学习土地利用回归的分析
Air-quality-sensitive urban design on NO2 Mitigation in the high-rise high-density City of London: A machine-learning land-use regression analysis
Sustainable Cities and Society
城市形态重塑全球1859座城市的太阳能机会，且影响超越气候资源禀赋
Urban morphology reshapes solar opportunity across 1859 global cities beyond climatic resource availability
Sustainable Cities and Society
城市形态决定太阳辐射在城市中的传播路径与分布：系统综述
Urban form determines the paths that solar radiation reaches and distributes within cities: A systematic review
Sustainable Cities and Society
直播电商与中国城市零售功能的空间重构：基于城市价值链的视角
Livestreaming E-commerce and the spatial reconfiguration of urban retail functions in China: An urban value chain approach
Applied Geography
研究基于城市价值链理论，考察直播电商如何重构中国城市体系中的零售功能。分析显示，直播电商活动呈显著空间集聚，其空间格局与传统城市规模等级既有重叠也有差异。研究据此构建多维城市零售功能等级，并归纳出多重强化、外部嵌入和平台升级三种探索性城市价值链类型。
基于形态分类与误差控制的城市气象文件精简：以都灵为例
Morphology-based classification and error-controlled reduction of urban weather files with Torino as a case study
Building and Environment
研究为意大利都灵构建可复现的GIS—城市天气生成器（UWG）框架，将城市形态分类与天气文件精简分开处理。研究提取建筑覆盖率、高度、立面面积比及树木和草地覆盖等指标，对形态类别进行聚类，并筛选代表性EPW文件。结果显示，精简文件的温度误差总体较低，但工业区尾部误差较大；湿度数据的局限也意味着温度拟合不能视为完整验证。
道路网络构成与老年人道路安全：平衡出行与可达性
Road Network Composition and Elderly Road Safety: Balancing Mobility and Accessibility
Transport Policy
揭示发展中国家城市出行的复杂性：小城市的非正规交通
Unveiling urban mobility complexities in developing nations: informal transport in a small city
Transportation Research Part A: Policy and Practice · Transportation Research Part A Policy and Practice
利用卫星影像与激光雷达分类不同类型的绿地，评估其与糖尿病患病率的关联
Classifying type-specific green space using satellite imagery and LiDAR to assess associations with diabetes prevalence
Urban Forestry & Urban Greening · Urban forestry & urban greening
研究整合3米分辨率多光谱影像与激光雷达数据，对安大略省密西沙加市的绿地类型进行分类，并分析其与糖尿病患病率的关系。结果显示，落叶乔木、针叶乔木和灌木与较低患病率的关联较稳定，尤其见于45岁及以上人群；按绿地类型和结构衡量暴露，比单用绿度指标更具信息量。
时间非平稳性限制城市热环境模型的可迁移性：来自十个高度城市化湾区（1990—2022年）的可解释空间机器学习证据
Temporal non-stationarity limits urban heat model transferability: Evidence from interpretable spatial machine learning across ten highly urbanized bay areas (1990–2022)
Sustainable Cities and Society
炎热湿润城市中城市公园对邻近建成区的平流降温、增湿与热应激效应建模
Modeling advection-driven cooling, humidification, and thermal stress effects of urban parks on adjacent built-up areas in a hot-humid city
Sustainable Cities and Society
综合城市热岛指标：融合地表与树冠信号——来自日本13个城市的证据
An integrated urban heat island metric combining surface and canopy signals: evidence from 13 Japanese cities
Sustainable Cities and Society
中国长沙城市开放空间绿色基础设施的三维热环境优化：基于数值模拟的设计阶段评价框架
Three-dimensional thermal optimization of green infrastructure at an urban open space in Changsha, China: A design-stage evaluation framework using numerical simulation
Sustainable Cities and Society
面向城市建筑能源服务的智能体生成：从资源到可执行服务
Agentic generation for urban building energy services: from resources to executable services
Sustainable Cities and Society
面向绿色基础设施精准配置的可解释人工智能：城市热岛缓解预测框架
Explainable AI for targeted green infrastructure allocation: A predictive framework for urban heat island mitigation
Sustainable Cities and Society
夏季跑步：热暴露、建成环境与年龄脆弱性的时空关联
Running in summer: spatiotemporal associations of thermal exposure, built environment, and age vulnerability
Sustainable Cities and Society
什么影响重型车辆监管？利益相关方参与、政府响应与城市货运脱碳的计算案例研究
What shapes heavy-duty vehicle regulations? A computational case study of stakeholder participation, agency responsiveness, and urban freight decarbonization
Sustainable Cities and Society
城市形态与非几何建筑存量属性的耦合：建筑能源与屋顶—立面光伏潜力协同优化——赫尔辛基城市街区案例
Coupling urban morphology with non-geometric building-stock attributes for joint optimization of building energy and rooftop–facade photovoltaic potential: A Helsinki urban-block case study
Sustainable Cities and Society
提升现有蓝绿空间的生态质量能否缓解人口热暴露？来自湿润沿海亚热带地区因果推断的证据
Can improving ecological quality of existing blue-green space mitigate population heat exposure? Evidence from causal inference in a humid coastal subtropical area
Sustainable Cities and Society
基础设施规划的地理空间决策支持系统：GIS—机器学习—MCDM 框架及其在电动汽车充电站规划中的应用
A geospatial decision support system for infrastructure planning: a GIS-machine learning-MCDM framework with an application to EV charging station planning
Sustainable Cities and Society
基于智能体与系统动力学的城市水代谢可持续管理综合框架：连接个体行为响应与系统层面演变
An integrated agent-based and system dynamics framework for sustainable urban water metabolism management: Linking individual behavioral responses with system-level evolution
Sustainable Cities and Society
城市气候减缓政策的生活质量影响：成本—机会 DEMATEL-ANP 框架
Quality-of-life impacts of urban climate mitigation policies: A cost-opportunity DEMATEL-ANP framework
Sustainable Cities and Society