Rudi Stouffs - Publications, H-index & Citations

Rudi Stouffs

National University of Singapore

25H指数

266论文数

2.6K被引数

收录论文 57

发表时间

From heuristics to data: A parcel-level representation of site planning layouts from multimodal urban evidence 从启发式方法到数据：基于多模态城市证据的场地规划布局的包裹级表示

Computers Environment and Urban Systems

IF8.3

2026-09-28

PREAI

Qian Cao; Jielin Chen; Junchao Zhao; Rudi Stouffs

Accounting for vertical variations in urban heat and air pollution exposure 考虑城市垂直变化对热暴露和空气污染暴露的影响

Nature Reviews Earth & Environment

IF71.5

2026-09-22

PREAI

Mengze Li; Rudi Stouffs; Prabir K. Patra; Jos Lelieveld

Linking buildings and cities: Advancing the InVEST Urban Cooling model with building height and local climate zones to assess urban overheating and nature-based benefits 将建筑与城市联系起来：通过建筑高度和本地气候区改进InVEST城市降温模型，以评估城市过热和基于自然的效益

Applied Geography

IF5.4

2026-09-01

PREAI

Wang, Yuan; Ramsay, Emma E.; Liu, Pengyuan; Luo, Yuhang; Fung, Tze Kwan; Stouffs, Rudi; Hamel, Perrine

A Graph-Based Human-Centered GeoAI for Understanding Street-Level Environment and Traffic Accident Frequency with Street View Imagery 基于图的人本化GeoAI：利用街景影像理解街景环境与交通事故频率

Journal of Urban Technology

IF4.4

2026-07-14

PREAI

Pengyuan Liu; Winston Yap; Yujun Hou; Binyu Lei; Rudi Stouffs; Filip Biljecki

From physical surfaces to human-centric heat stress: LST and UTCI heat mapping reveals nonlinear effects of urban morphology 从物理表面到以人为本的热应激：LST和UTCI热映射揭示了城市形态的非线性效应

Sustainable Cities and Society

IF12

2026-07-13

OAAI

Yuan Wang; Shengao Yi; Xiaojiang Li; Pengyuan Liu; Zhiwei Yang; Ronita Bardhan; Rudi Stouffs

Physics-data driven surrogate model development and evaluation for multi-objective optimization of thermally activated building envelopes

Energy Conversion and Management

IF10.9

2026-07-05

PREAI

Tianxin Chang; Zhi Zhuang; Tian Zhao; Rudi Stouffs

A BIM-based stage-adaptive framework for continuous embodied carbon assessment across design stages 基于BIM的阶段适应性框架，用于设计阶段连续的隐含碳评估

Building and Environment

IF7.6

2026-07-01

PREAI

Yin, Zihan; Ji, Guohua; Jiang, Jiayang; Stouffs, Rudi

Photovoltaic shading design for outdoor sports spaces: An optimization framework integrating thermal comfort, energy performance, and economic efficiency 户外运动空间的光伏遮阳设计：整合热舒适、能源性能和经济效率的优化框架

Building and Environment

IF7.6

2026-06-20

PREAI

Yuanben Gao; Zhongqi Yu; Zhaoxiang Fan; Shuyang Li; Rudi Stouffs; Xuan Zong; Shuoning Tang

Deep learning completes US flood hazard maps revealing millions exposed to previously unrecognized risk 深度学习完成美国洪水风险图，揭示数百万面临先前未被认识的风险

Nature Communications

IF15.7

2026-06-15

OAAI

Abraham Noah Wu; Ye Zhang; Rudi Stouffs

Unraveling rural settlement fragmentation in China: An integrative analysis of spatiotemporal patterns, socioeconomic drivers, and policy strategies 解析中国农村聚落碎片化：时空格局、社会经济驱动力与政策策略的整合分析

Geography and Sustainability

IF8

2026-05-21

OAAI

Xinxin Huang; Yansui Liu; Boen Zhang; Rudi Stouffs

Shading-Canopy for Better Outdoor Thermal Comfort: Human-centric Feasible Optimization Strategy for the Elderly in Old Residential Community 遮阳-树冠改善户外热舒适：面向老年群体的可行优化策略研究

Sustainable Cities and Society

IF12

2026-04-21

PREAI

Minjuan Wang; Yiru Huang; Shuoning Tang; Xuan Zong; Shuyang Li; Rudi Stouffs; Yuanben Gao

Potential recyclable materials in buildings: A framework for greenhouse gas emissions assessment of residential buildings in Singapore 建筑中的潜在可回收材料：新加坡住宅建筑温室气体排放评估框架

Resources, Conservation and Recycling

IF10.9

2026-04-14

PREAI

Pradeep Alva; Riccardo Talami; Wanyu Pei; Goran Sibenik; Martín Mosteiro-Romero; Clayton Miller; Rudi Stouffs

Reevaluating cooling exposure of urban green space via a proposed spatial metric 通过提出的空间指标重新评估城市绿地降温暴露情况

URBAN FORESTRY & URBAN GREENING

IF6.7

2026-03-26

PREAI

Jiongye Li; Rudi Stouffs

Reevaluating the equity of urban green space distribution: a proposed method integrating urban high-temperature hot spots and temporal dimensions 重新评估城市绿地分布的公平性: 一种融合城市高温热点和时间维度的拟议方法

Building and Environment

IF7.6

2026-01-24

PREAI

Jiongye Li; Yingwei Yan; Rudi Stouffs

Associations among park features, physical activities, and sensory perceptions from online reviews: A domain-specific named entity recognition model 公园特征、身体活动与在线评论中的感官感知之间的关联：一个领域特定的命名实体识别模型

Ecological Informatics

IF7.3

2025-12-06

OAAI

Wenpei Li; Jiarui Chi; Jiaqian Wu; Xin Zhang; Jie Zhang; Wenya Zhai; Pengyuan Liu; Christiane M. Herr; Rudi Stouffs

A graph neural network for small-area estimation: integrating spatial regularisation, heterogeneous spatial units, and Bayesian inference 用于小面积估计的图神经网络: 集成空间正则化，异构空间单元和贝叶斯推理

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

IF5.1

2025-12-01

PREAI

Liu, Pengyuan; Chen, Yang; Liang, Xiucheng; Li, Hao; Biljecki, Filip; Stouffs, Rudi

Reducing elderly vulnerability to climate change risks using an integrated infrastructure recovery planning 使用综合基础设施恢复计划减少老年人对气候变化风险的脆弱性

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION

IF4.5

2025-12-01

OAAI

Hafeznia, Hamed; Alva, Pradeep; Chen, Taihan; Tung, Bui Do Phuong; Chao, Yuan; Stouffs, Rudi; Stojadinovic, Bozidar

Drivers of Day-Night intra-surface urban heat island variations under local extreme heat: A case study of Singapore 在极端高温下昼夜城市内部地表热岛效应变化的影响因素：以新加坡为例

Sustainable Cities and Society

IF12

2025-11-19

PREAI

Siyu Li; Filip Biljecki; Pengyuan Liu; Rudi Stouffs

A literature review of measurement methods for building designs that enable higher-value resource recovery: the circular economy potential framework 建筑设计中实现更高价值资源回收的测量方法文献综述：循环经济潜力框架

International Journal of Sustainable Engineering

IF3.6

2025-11-16

OAAI

Goran Sibenik; Benjamin Sanchez; Rudi Stouffs; Pieter Herthogs

From lifecycle material tracking to urban-scale material stock modeling: A tool for building material assessment from low-LOD BIM models 从生命周期材料跟踪到城市规模材料库存建模：一个基于低细节层次BIM模型的建筑材料评估工具

Resources, Conservation and Recycling

IF10.9

2025-10-27

PREAI

Wanyu Pei; Xinzhe Wang; Philip F. Yuan; Rudi Stouffs

研究方向