| 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 | 404 | 2019 |
| 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 | 385 | 2017 |
| 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 | 210 | 2019 |
| 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 | 184 | 2019 |
| 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 | 182 | 2019 |
| 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 | 133 | 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 R Wang, Y Liu, Y Lu, J Zhang, P Liu, Y Yao, G Grekousis Computers, Environment and Urban Systems 78, 101386, 2019 | 129 | 2019 |
| 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 | 121 | 2020 |
| 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 | 97 | 2017 |
| 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 | 79 | 2019 |
| 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 | 77 | 2019 |
| 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 | 74 | 2018 |
| 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 | 72 | 2019 |
| 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 | 70 | 2019 |
| 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 | 66 | 2019 |
| Geospatial big data: New paradigm of remote sensing applications X Deng, P Liu, X Liu, R Wang, Y Zhang, J He, Y Yao IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 49 | 2019 |
| 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 | 37 | 2020 |
| Accurate estimation of the proportion of mixed land use at the street-block level by integrating high spatial resolution images and geospatial big data J He, X Li, P Liu, X Wu, J Zhang, D Zhang, X Liu, Y Yao IEEE Transactions on Geoscience and Remote Sensing 59 (8), 6357-6370, 2020 | 34 | 2020 |
| 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 | 33 | 2021 |
| Urban expansion simulation and early warning based on geospatial partition and FLUS model L Zhao, X Liu, P Liu, G Chen, J He J. Geo-Inf. Sci 22, 517-530, 2020 | 11 | 2020 |
