| Using deep learning to examine street view green and blue spaces and their associations with geriatric depression in Beijing, China M Helbich, Y Yao, Y Liu, J Zhang, P Liu, R Wang Environment International 126, 107-117, 2019 | 522 | 2019 |
| A human-machine adversarial scoring framework for urban perception assessment using street-view images Yao Yao, Zhaotang Liang, Zehao Yuan, Penghua Liu, Yongpan Bie, Jinbao Zhang ... International Journal of Geographical Information Science, 2019 | 282 | 2019 |
| Urban greenery and mental wellbeing in adults: Cross-sectional mediation analyses on multiple pathways across different greenery measures Ruoyu Wang , Marco Helbichc, Yao Yao, Jinbao Zhang , Penghua Liu, Yuan Yuan ... Environmental Research, 2019 | 259 | 2019 |
| Neighbourhood greenness and mental wellbeing in Guangzhou, China: What are the pathways? Ye Liu, Ruoyu Wang, George Grekousis, Yuqi Liu, Yuan Yuan, Zhigang Li Landscape and Urban Planning, 2019 | 231 | 2019 |
| Exploring the linkage between greenness exposure and depression among Chinese people: Mediating roles of physical activity, stress and social cohesion and moderating role of … Y Liu, R Wang, Y Xiao, B Huang, H Chen, Z Li Health & Place 58, 102168, 2019 | 186 | 2019 |
| Perceptions of built environment and health outcomes for older Chinese in Beijing: a big data approach with street view images and deep learning technique Ruoyu Wang, Ye Liu, Yi Lu, Jinbao Zhang, Penghua Liu, Yao Yao, George Grekousis Computers, Environment and Urban Systems, 2019 | 179 | 2019 |
| The relationship between visual enclosure for neighbourhood street walkability and elders’ mental health in China: Using street view images Ruoyu Wang, Yi Lu, Jinbao Zhang , Penghua Liu , Yao Yao,Ye Liu Journal of Transport & Health 13, 90-102, 2019 | 178 | 2019 |
| Natural outdoor environment, neighbourhood social cohesion and mental health: Using multilevel structural equation modelling, streetscape and remote-sensing metrics Yuqi Liu, Ruoyu Wang*, Yi Lu, Zhigang Li, Hongsheng Chen, Mengqiu Cao ... Urban Forestry & Urban Greening, 2020 | 171 | 2020 |
| Residential greenness, air pollution and psychological well-being among urban residents in Guangzhou, China Ruoyu Wang, Boyi Yang,Yao Yao, Michael S. Bloom, Zhiqiang Feng, Yuan Yuan ... Science of The Total Environment, 2019 | 161* | 2019 |
| Association between Street Greenery and Walking Behavior in Older Adults in HongKong Yiyang Yang, Dongsheng He, Zhonghua Gou, Ruoyu Wang, Ye Liu, Yi Lu Sustainable Cities and Society, 2019 | 155 | 2019 |
| The relationship between urbanization and depression in China: the mediating role of neighborhood social capital R Wang, D Xue, Y Liu, H Chen, Y Qiu International Journal for Equity in Health 17 (1), 105, 2018 | 138 | 2018 |
| Using street view data and machine learning to assess how perception of neighborhood safety influences urban residents’ mental health Ruoyu Wang, Yuan Yuan, Ye Liu, Jinbao Zhang, Penghua Liu, Yi Lu,Yao Yao Health & Place, 2019 | 112 | 2019 |
| Ranking the importance of demographic, socioeconomic, and underlying health factors on US COVID-19 deaths: A geographical random forest approach George Grekousis, Zhixin Feng, Ioannis Marakakis, Yi Lu, Ruoyu Wang Health & Place 102744, 2022 | 108 | 2022 |
| Estimating pedestrian volume using street view images: A large-scale validation test Long Chen, Yi Lu*, Qiang Sheng, Yu Ye, Ruoyu Wang, Ye Liu Computers, Environment and Urban Systems, 2020 | 102 | 2020 |
| Relationship between eye-level greenness and cycling frequency around metro stations in Shenzhen, China: A big data approach R Wang, Y Lu, X Wu, Y Liu, Y Yao Sustainable Cities and Society 59, 102201, 2020 | 100 | 2020 |
| Cross-sectional associations between long-term exposure to particulate matter and depression in China: The mediating effects of sunlight, physical activity, and neighborly … R Wang, Y Liu, D Xue, Y Yao, P Liu, M Helbich Journal of Affective Disorders 249, 8-14, 2019 | 100 | 2019 |
| Dynamic greenspace exposure and residents’ mental health in Guangzhou, China: From over-head to eye-level perspective, from quantity to quality Ruoyu Wang*, Zhiqiang Feng, Jamie Pearce, Suhong Zhou, Lin Zhang, Ye Liu Landscape and Urban Planning, 104230, 2021 | 93 | 2021 |
| Are greenspace quantity and quality associated with mental health through different mechanisms in Guangzhou, China: A comparison study using street view data Ruoyu Wang*, Zhiqiang Feng, Pearce Jamie, Ye Liu, Guanghui Dong Environmental Pollution, 117976, 2021 | 93 | 2021 |
| The distribution of greenspace quantity and quality and their association with neighbourhood socioeconomic conditions in Guangzhou, China: A new approach using deep learning … Ruoyu Wang*, Zhiqiang Feng, Jamie Pearce, Yao Yao, Li Xiaojiang, Ye Liu Sustainable Cities and Societies, 2021 | 90* | 2021 |
| The linkage between the perception of neighbourhood and physical activity in Guangzhou, China: Using street view imagery with deep learning techniques Ruoyu Wang, Ye Liu, Yi Lu, Yuan Yuan, Jinbao Zhang, Penghua Liu, Yao Yao International Journal of Health Geographics, 2019 | 87 | 2019 |
Ye Liu 刘 晔Sun Yat-sen UniversityPatvirtintas el. paštas mail.sysu.edu.cn