[HTML][HTML] How to quantify the travel ratio of urban public transport at a high spatial resolution? A novel computational framework with geospatial big data

G Yin, Z Huang, L Yang, E Ben-Elia, L Xu… - International Journal of …, 2023 - Elsevier
Improving the travel ratio of public transportation (PTR) is important for realizing low-carbon
transportation and sustainable city development. However, limited by data resolution and …

Examining active travel behavior through explainable machine learning: Insights from Bei**g, China

G Yin, Z Huang, C Fu, S Ren, Y Bao, X Ma - Transportation Research Part …, 2024 - Elsevier
Active travel, namely walking and cycling, is an eco-friendly and socially beneficial mode of
sustainable transportation. However, existing research on active travel relies on limited …

How building and street morphology affect CO2 emissions: Evidence from a spatially varying relationship analysis in Bei**g

Q Dong, Z Huang, X Zhou, Y Guo, B Scheuer… - Building and …, 2023 - Elsevier
Urban morphology plays a critical role in the reduction of CO 2 emissions. Despite the
growing interest in the relationship between urban form and CO 2 emissions in urban …

High-resolution spatial assessment of the zero energy potential of buildings with photovoltaic systems at the city level

X Zhou, Z Huang, B Scheuer, W Lu, G Zhou… - Sustainable Cities and …, 2023 - Elsevier
Zero energy buildings are considered as a viable way to reduce energy use and CO 2
emissions in the building sector. This study proposes a high-resolution assessment …

[HTML][HTML] How did urban environmental characteristics influence land surface temperature in hong kong from 2017 to 2022? evidence from remote sensing and land …

Z Wu, X Zhang, P Ma, MP Kwan, Y Liu - Sustainability, 2023 - mdpi.com
Urbanization has led to environmental challenges, with the urban heat island effect being a
prominent concern. Understanding the influence of urban environmental characteristics …

[HTML][HTML] Exploring urban railway station-based attractiveness considering demographic-specific demands: Case study of Odakyu line, Japan

Y Wu, T Shen, Y Li, M Kita, Y Yoshida, K Sho, L Yuan… - Cities, 2025 - Elsevier
Urban railways play a crucial role in meeting the commuting demands of rapidly growing
megacities. In alignment with United Nations' sustainable development goals (SDGs) …

[HTML][HTML] Big geo-data unveils influencing factors on customer flow dynamics within urban commercial districts

X Peng, Y Niu, B Meng, Y Tao, Z Huang - International Journal of Applied …, 2024 - Elsevier
Commercial districts, as the epicenters of urban commerce and economic activity, largely
reflect an area's prosperity through their customer flow. However, previous research, which …

Measuring the impacts of subway openings on location choice: Systematic evidence from service enterprises, Bei**g

G Feng, T Wang, Z Huang - Journal of Transport Geography, 2025 - Elsevier
Studies concerning the location choices of enterprises are predominantly focus on
manufacturing enterprises, with limited attention given to service enterprises. This paper …

Quantifying spatially varying impacts of public transport on NO concentrations with big geo-data

H Wang, X Zhou, H Guo, Q Dong, Z Huang - Environmental monitoring and …, 2023 - Springer
Anthropogenic NO 2 concentrations cause climate change and human health issues.
Previous studies have focused on the contribution of traffic factors to NO 2 emissions but …

A universal geography neural network for mobility flow prediction in planning scenarios

J Guo, S Bai, X Li, K **an, E Liu… - Computer‐Aided Civil …, 2025 - Wiley Online Library
This study primarily focuses on generating mobility flow in regions and cities, which plays an
important role in urban planning and management. The majority of existing mobility flow …