Renlu Qiao
Biographic Data
| ID | 3061864 |
|---|---|
| NAME | Renlu Qiao |
| GIVEN NAMES | Renlu |
| FAMILY NAME | Qiao |
| SIGNATURE | QIAO R |
| AFFILIATIONS | Tongji University |
| ORCID | 0000-0003-4117-2194 |
| VERIFIED | Yes |
| TOTAL WORKS | 17 |
| TOTAL CITATIONS | 8 |
| AUTHOR COUNT | 17 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2022 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 2 |
How does aging foster urban innovation? Evidence from machine learning analysis across 322 Chinese cities
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…
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
Decoding Climate-Zone-Specific Nonlinear Interactions Between Urban Morphology, Vegetated Coverage, and Land Surface Temperature for the United States
Spatiotemporal dynamics and multidimensional drivers of urban diurnal temperature range: Evidence from integrated learning at the national scale in China
The effects of urban green infrastructures on the housing market
Comparing the impacts of urban form on urban-rural temperature and human-perceived temperature differences using interpretable machine learning models
From heat resilience to sustainable co-benefits: Adaptive urban morphology generation based on multimodal data fusion and a novel generative framework
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…
Joint evaluation of urban built environment’s driving patterns on urban heat island (UHI) and urban moisture island (UMI)
Dissecting the nonlinear economic implications of urban extreme thermo-environment using a Monte Carlo simulation-based ensemble learning model
Heterogeneous residential location effects: Variations in how suburban communities shape older adults' active travel—A case study from Xiamen
Interactive effects of physical environment and socio-economic factor on urban mobility resilience: The case of bike-sharing in Shanghai
Unveiling the spatially varied nonlinear effects of urban built environment on housing prices using an interpretable ensemble learning model
Towards inclusive urbanism: An examination of urban environment strategies for enhancing social equity in Chengdu's housing zones
Exploring the Nonlinear Interplay between Urban Morphology and Nighttime Thermal Environment
The nonlinear influence of land conveyance on urban carbon emissions: An interpretable ensemble learning-based approach
The nonlinear relationship between the active travel behavior of older adults and built environments: A comparison between an inner-city area and a suburban area
Identifying critical failure factors of green supply chain management in China’s SMEs with a hierarchical cause–effect model
The nonlinear influence of land conveyance on urban carbon emissions: An interpretable ensemble learning-based approach
Heterogeneous residential location effects: Variations in how suburban communities shape older adults' active travel—A case study from Xiamen
The effects of urban green infrastructures on the housing market
Identifying critical failure factors of green supply chain management in China’s SMEs with a hierarchical cause–effect model
The nonlinear relationship between the active travel behavior of older adults and built environments: A comparison between an inner-city area and a suburban area
Unveiling the spatially varied nonlinear effects of urban built environment on housing prices using an interpretable ensemble learning model
Towards inclusive urbanism: An examination of urban environment strategies for enhancing social equity in Chengdu's housing zones
Exploring the Nonlinear Interplay between Urban Morphology and Nighttime Thermal Environment
The nonlinear influence of land conveyance on urban carbon emissions: An interpretable ensemble learning-based approach
Comparing the impacts of urban form on urban-rural temperature and human-perceived temperature differences using interpretable machine learning models
From heat resilience to sustainable co-benefits: Adaptive urban morphology generation based on multimodal data fusion and a novel generative framework
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…
Joint evaluation of urban built environment’s driving patterns on urban heat island (UHI) and urban moisture island (UMI)
Dissecting the nonlinear economic implications of urban extreme thermo-environment using a Monte Carlo simulation-based ensemble learning model
Heterogeneous residential location effects: Variations in how suburban communities shape older adults' active travel—A case study from Xiamen
Interactive effects of physical environment and socio-economic factor on urban mobility resilience: The case of bike-sharing in Shanghai
How does aging foster urban innovation? Evidence from machine learning analysis across 322 Chinese cities
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…
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
Decoding Climate-Zone-Specific Nonlinear Interactions Between Urban Morphology, Vegetated Coverage, and Land Surface Temperature for the United States
Spatiotemporal dynamics and multidimensional drivers of urban diurnal temperature range: Evidence from integrated learning at the national scale in China
The effects of urban green infrastructures on the housing market
Urban Heat Island Mitigation (9 works) · Engineering (7 works) · Geography (7 works) · Land Use and Ecosystem Services (7 works) · Urban Green Space and Health (7 works) · Urban heat island (7 works) · Urban planning (6 works) · Civil engineering (5 works) · Environmental Science (5 works) · Building Energy and Comfort Optimization (4 works)