Articles with public access mandates - Penghua LiuLearn more
Not available anywhere: 11
Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model
Y Yao, X Li, X Liu, P Liu, Z Liang, J Zhang, K Mai
International Journal of Geographical Information Science 31 (4), 825-848, 2017
Mandates: National Natural Science Foundation of China
A human-machine adversarial scoring framework for urban perception assessment using street-view images
Y Yao, Z Liang, Z Yuan, P Liu, Y Bie, J Zhang, R Wang, J Wang, Q Guan
International Journal of Geographical Information Science 33 (12), 2363-2384, 2019
Mandates: National Natural Science Foundation of China
The relationship between visual enclosure for neighbourhood street walkability and elders’ mental health in China: Using street view images
R Wang, Y Lu, J Zhang, P Liu, Y Yao, Y Liu
Journal of Transport & Health 13, 90-102, 2019
Mandates: National Natural Science Foundation of China, Research Grants Council, Hong Kong
Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata
Y Yao, X Liu, X Li, P Liu, Y Hong, Y Zhang, K Mai
International Journal of Geographical Information Science 31 (12), 2452-2479, 2017
Mandates: National Natural Science Foundation of China
Using street view data and machine learning to assess how perception of neighborhood safety influences urban residents’ mental health
R Wang, Y Yuan, Y Liu, J Zhang, P Liu, Y Lu, Y Yao
Health & place 59, 102186, 2019
Mandates: National Natural Science Foundation of China, Research Grants Council, Hong Kong
Evaluation of Luojia 1-01 nighttime light imagery for impervious surface detection: A comparison with NPP-VIIRS nighttime light data
J Ou, X Liu, P Liu, X Liu
International Journal of Applied Earth Observation and Geoinformation 81, 1-12, 2019
Mandates: National Natural Science Foundation of China
Domain adaption for fine-grained urban village extraction from satellite images
Q Shi, M Liu, X Liu, P Liu, P Zhang, J Yang, X Li
IEEE Geoscience and Remote Sensing Letters 17 (8), 1430-1434, 2019
Mandates: National Natural Science Foundation of China
Investigating the impacts of three-dimensional spatial structures on CO2 emissions at the urban scale
X Xu, J Ou, P Liu, X Liu, H Zhang
Science of the Total Environment 762, 143096, 2021
Mandates: National Natural Science Foundation of China
The longitudinal relationship between exposure to air pollution and depression in older adults
R Wang, B Yang, P Liu, J Zhang, Y Liu, Y Yao, Y Lu
International journal of geriatric psychiatry 35 (6), 610-616, 2020
Mandates: National Natural Science Foundation of China, Research Grants Council, Hong Kong
Modeling multi-type urban landscape dynamics along the horizontal and vertical dimensions
J He, P Liu, X Li
Landscape and Urban Planning 233, 104683, 2023
Mandates: National Natural Science Foundation of China
Fine‐scale intra‐and inter‐city commercial store site recommendations using knowledge transfer
Y Yao, P Liu, Y Hong, Z Liang, R Wang, Q Guan, J Chen
Transactions in GIS 23 (5), 1029-1047, 2019
Mandates: National Natural Science Foundation of China
Available somewhere: 8
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
Mandates: National Natural Science Foundation of China, European Commission
Urban greenery and mental wellbeing in adults: Cross-sectional mediation analyses on multiple pathways across different greenery measures
R Wang, M Helbich, Y Yao, J Zhang, P Liu, Y Yuan, Y Liu
Environmental research 176, 108535, 2019
Mandates: National Natural Science Foundation of China, European Commission
Building footprint extraction from high-resolution images via spatial residual inception convolutional neural network
P Liu, X Liu, M Liu, Q Shi, J Yang, X Xu, Y Zhang
Remote Sensing 11 (7), 830, 2019
Mandates: National Natural Science Foundation of China
Perceptions of built environment and health outcomes for older Chinese in Beijing: A big data approach with street view images and deep learning technique
R Wang, Y Liu, Y Lu, J Zhang, P Liu, Y Yao, G Grekousis
Computers, Environment and Urban Systems 78, 101386, 2019
Mandates: National Natural Science Foundation of China, Research Grants Council, Hong Kong
Residential greenness, air pollution and psychological well-being among urban residents in Guangzhou, China
R Wang, B Yang, Y Yao, MS Bloom, Z Feng, Y Yuan, J Zhang, P Liu, ...
Science of the Total Environment 711, 134843, 2020
Mandates: National Natural Science Foundation of China, European Commission, Research …
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
Mandates: National Natural Science Foundation of China, European Commission
The linkage between the perception of neighbourhood and physical activity in Guangzhou, China: using street view imagery with deep learning techniques
R Wang, Y Liu, Y Lu, Y Yuan, J Zhang, P Liu, Y Yao
International Journal of Health Geographics 18, 1-11, 2019
Mandates: National Natural Science Foundation of China, Research Grants Council, Hong Kong
The relationship between air pollution and depression in China: is neighbourhood social capital protective?
R Wang, D Xue, Y Liu, P Liu, H Chen
International journal of environmental research and public health 15 (6), 1160, 2018
Mandates: National Natural Science Foundation of China
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