Siamese Generative Adversarial Network for Change Detection Under Different Scales
Qian Shi , Penghua Liu , Mengxi Liu , Cheng Wan
international geoscience and remote sensing symposium 2543 -2546
2020
The Relationship between Air Pollution and Depression in China: Is Neighbourhood Social Capital Protective?
Ruoyu Wang , Desheng Xue , Ye Liu , Penghua Liu
International Journal of Environmental Research and Public Health 15 ( 6) 1160
40
2018
Fine‐scale intra‐ and inter‐city commercial store site recommendations using knowledge transfer
Yao Yao , Penghua Liu , Ye Hong , Zhaotang Liang
Transactions in Gis 23 ( 5) 1029 -1047
1
2019
Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model
Yao Yao , Xia Li , Xiaoping Liu , Penghua Liu
International Journal of Geographical Information Science 31 ( 4) 825 -848
295
2017
Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata
Yao Yao , Xiaoping Liu , Xia Li , Penghua Liu
International Journal of Geographical Information Science 31 ( 12) 2452 -2479
70
2017
Cross-sectional associations between long-term exposure to particulate matter and depression in China: The mediating effects of sunlight, physical activity, and neighborly reciprocity.
Ruoyu Wang , Ye Liu , Desheng Xue , Yao Yao
Journal of Affective Disorders 249 8 -14
24
2019
Using deep learning to examine street view green and blue spaces and their associations with geriatric depression in Beijing, China.
Marco Helbich , Yao Yao , Ye Liu , Jinbao Zhang
Environment International 126 107 -117
263
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
Computers, Environment and Urban Systems 78 101386
85
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
Journal of transport and health 13 90 -102
80
2019
The longitudinal relationship between exposure to air pollution and depression in older adults.
Ruoyu Wang , Boyi Yang , Penghua Liu , Jinbao Zhang
International Journal of Geriatric Psychiatry 35 ( 6) 610 -616
22
2020
Investigating the impacts of three-dimensional spatial structures on CO2 emissions at the urban scale.
Xiaocong Xu , Jinpei Ou , Penghua Liu , Xiaoping Liu
Science of The Total Environment 762 143096
20
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
International Journal of Health Geographics 18 ( 1) 1 -11
40
2019
Evaluation of Luojia 1-01 nighttime light imagery for impervious surface detection: A comparison with NPP-VIIRS nighttime light data
Jinpei Ou , Xiaoping Liu , Penghua Liu , Xiaojuan Liu
International Journal of Applied Earth Observation and Geoinformation 81 1 -12
22
2019
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
Health & Place 59 102186
47
2019
Geospatial Big Data: New Paradigm of Remote Sensing Applications
Xingdong Deng , Penghua Liu , Xiaoping Liu , Ruoyu Wang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 12 ( 10) 3841 -3851
30
2019
Building Footprint Extraction from High-Resolution Images via Spatial Residual Inception Convolutional Neural Network
Penghua Liu , Xiaoping Liu , Mengxi Liu , Qian Shi
Remote Sensing 11 ( 7) 830
142
2019
A human-machine adversarial scoring framework for urban perception assessment using street-view images
Yao Yao , Zhaotang Liang , Zehao Yuan , Penghua Liu
International Journal of Geographical Information Science 33 ( 12) 2363 -2384
102
2019
Residential greenness, air pollution and psychological well-being among urban residents in Guangzhou, China.
Ruoyu Wang , Boyi Yang , Yao Yao , Michael S. Bloom
Science of The Total Environment 711 134843
81
2020
Urban greenery and mental wellbeing in adults: Cross-sectional mediation analyses on multiple pathways across different greenery measures.
Ruoyu Wang , Marco Helbich , Yao Yao , Jinbao Zhang
Environmental Research 176 108535 -108535
139
2019
Accurate Estimation of the Proportion of Mixed Land Use at the Street-Block Level by Integrating High Spatial Resolution Images and Geospatial Big Data
Jialyu He , Xia Li , Penghua Liu , Xinxin Wu
IEEE Transactions on Geoscience and Remote Sensing 1 -14
1
2020