Publications

2025

  1. Addictive Screen Use Trajectories and Suicidal Behaviors, Suicidal Ideation, and Mental Health in US Youths
    Yunyu Xiao, Yuan Meng†, Timothy T. Brown, Katherine M. Keyes, and J. John Mann
    JAMA, Jun 2025
    DOI
  2. Machine Learning to Investigate Policy-Relevant Social Determinants of Health and Suicide Rates in the United States
    Yunyu Xiao, Yuan Meng†, Timothy T. Brown, Alexander C. Tsai, Lonnie R. Snowden, Julian Chun-Chung Chow, Jyotishman Pathak, and J. John Mann
    Nature Mental Health, May 2025
    DOI

2024

  1. Changing Associations of Built Environment with Usage of Urban Space Due to the COVID-19 Pandemic in the United States
    Yuan Meng, Hung Chak Ho, and Man Sing Wong
    Cities, Sep 2024
    DOI

2023

  1. Assessing Multi-Spatial Driving Factors of Urban Land Use Transformation in Megacities: A Case Study of Guangdong–Hong Kong–Macao Greater Bay Area from 2000 to 2018
    Yuan Meng, Man Sing Wong, Mei-Po Kwan, Jamie Pearce, and Zhiqiang Feng
    Geo-spatial Information Science, Oct 2023
    DOI

2022

  1. Integrating Urban Morphology and Land Surface Temperature Characteristics for Urban Functional Area Classification
    Bin Li, Yefei Liu, Hanfa Xing, Yuan Meng, Guang Yang, Xiaoding Liu, and Yaolong Zhao
    Geo-spatial Information Science, Apr 2022
    DOI
  2. Association between Global Air Pollution and COVID-19 Mortality: A Study of Forty-Six Cities in the World
    Yuan Meng, Man Sing Wong, Mei-Po Kwan, and Rui Zhu
    Annals of the American Association of Geographers, Apr 2022
    DOI

2021

  1. A Stacking Ensemble Deep Learning Model for Building Extraction from Remote Sensing Images
    Duanguang Cao, Hanfa Xing, Man Sing Wong, Mei-Po Kwan, Huaqiao Xing, and Yuan Meng
    Remote Sensing, Jan 2021
    DOI
  2. Assessing the Country-Level Excess All-Cause Mortality and the Impacts of Air Pollution and Human Activity during the COVID-19 Epidemic
    Yuan Meng, Man Sing Wong, Hanfa Xing, Mei-Po Kwan, and Rui Zhu
    International Journal of Environmental Research and Public Health, Jun 2021
    DOI
  3. Effects of Urban Functional Fragmentation on Nitrogen Dioxide (NO2) Variation with Anthropogenic-Emission Restriction in China
    Yuan Meng, Man Sing Wong, Hanfa Xing, Rui Zhu, Kai Qin, Mei-Po Kwan, Kwon Ho Lee, Coco Yin Tung Kwok, and Hon Li
    Scientific Reports, Dec 2021
    DOI
  4. Yearly and Daily Relationship Assessment between Air Pollution and Early-Stage COVID-19 Incidence: Evidence from 231 Countries and Regions
    Yuan Meng, Man Sing Wong, Hanfa Xing, Mei-Po Kwan, and Rui Zhu
    ISPRS International Journal of Geo-Information, Jun 2021
    DOI
  5. An Adaptive Network-Constrained Clustering (ANCC) Model for Fine- Scale Urban Functional Zones
    Jie Song, Hanfa Xing, Huanxue Zhang, Yuetong Xu, and Yuan Meng*
    IEEE Access, Jun 2021
    DOI

2020

  1. Urban Function as a New Perspective for Adaptive Street Quality Assessment
    Feng Hu, Wei Liu, Junyu Lu, Chengpeng Song, Yuan Meng*, Jun Wang, and Hanfa Xing
    Sustainability, Feb 2020
    DOI
  2. The Applicability of Street View Images to Identify Urban Poverty in the Central Urban Region of Guangzhou
    Ying Liu, Yuan Yuan, Hanfa Xing, Yuan Meng, and Tong Niu
    Tropical Geography, Feb 2020
  3. Sensing Urban Poverty: From the Perspective of Human Perception-Based Greenery and Open-Space Landscapes
    Yuan Meng, Hanfa Xing, Yuan Yuan, Man Sing Wong, and Kaixuan Fan
    Computers, Environment and Urban Systems, Nov 2020
    DOI
  4. Regional Differences in Socioeconomic Trends: The Spatiotemporal Evolution from Individual Cities to a Megacity Region over a Long Time Series
    Zhiming Sun, Xianglong Chen, Hanfa Xing, Hongtao Ma, and Yuan Meng*
    PLOS ONE, Dec 2020
    DOI
  5. Measuring Urban Landscapes for Urban Function Classification Using Spatial Metrics
    Hanfa Xing and Yuan Meng*
    Ecological Indicators, Jan 2020
    DOI
  6. Revealing Deep Semantic Commercial Patterns: Insights from Urban Landscape Depiction
    Hanfa Xing and Yuan Meng*
    Computers, Environment and Urban Systems, Jan 2020
    DOI

2019

  1. Research on Identification and Spatial Patterns of Commercial Centers in Beijing Based on POI Data
    Fangjie Cao, Hanfa Xing, Dongyang Hou, Haibin Xu, \relax MENG Yuan, and Xuan Guo
    Geomatics World, Jan 2019
  2. Investigating Road-Constrained Spatial Distributions and Semantic Attractiveness for Area of Interest
    Hongtao Ma, Yuan Meng, Hanfa Xing, and Cansong Li
    Sustainability, Aug 2019
    DOI
  3. Exploring the Relationship between Landscape Characteristics and Urban Vibrancy: A Case Study Using Morphology and Review Data
    Yuan Meng and Hanfa Xing
    Cities, Dec 2019
    DOI
  4. A Land-Cover Classification Method Using Point of Interest
    Hanfa XING, Yuan MENG, Dongyang HOU, Haibin XU, and Jinran LIU
    Geomatics and Information Science of Wuhan University, Dec 2019

2018

  1. A Dynamic Human Activity-Driven Model for Mixed Land Use Evaluation Using Social Media Data
    Hanfa Xing, Yuan Meng*, and Yan Shi
    Transactions in GIS, Oct 2018
    DOI
  2. Employing Incremental Outlines for OpenStreetMap Data Updating
    Hanfa Xing, Yuan Meng*, Jun Chen, Jie Song, and Kaixuan Fan
    ISPRS International Journal of Geo-Information, Jul 2018
    DOI
  3. Exploring Geo-Tagged Photos for Land Cover Validation with Deep Learning
    Hanfa Xing, Yuan Meng*, Zixuan Wang, Kaixuan Fan, and Dongyang Hou
    ISPRS Journal of Photogrammetry and Remote Sensing, Jul 2018
    DOI
  4. Integrating Landscape Metrics and Socioeconomic Features for Urban Functional Region Classification
    Hanfa Xing and Yuan Meng*
    Computers, Environment and Urban Systems, Nov 2018
    DOI

2017

  1. Rapid Detection of Land Cover Changes Using Crowdsourced Geographic Information: A Case Study of Beijing, China
    Yuan Meng, Dongyang Hou, and Hanfa Xing
    Sustainability, Aug 2017
    DOI
  2. Employing Crowdsourced Geographic Information to Classify Land Cover with Spatial Clustering and Topic Model
    Hanfa Xing, Yuan Meng*, Dongyang Hou, Jie Song, and Haibin Xu
    Remote Sensing, Jun 2017
    DOI
  3. Exploring Point-of-Interest Data from Social Media for Artificial Surface Validation with Decision Trees
    Hanfa Xing, Yuan Meng†, Dongyang Hou, Fangjie Cao, and Haibin Xu
    International Journal of Remote Sensing, Dec 2017
    DOI