Understanding the drivers of sustainable land expansion using a patch-generating land use simulation (PLUS) model: A case study in Wuhan, China X Liang, Q Guan, KC Clarke, S Liu, B Wang, Y Yao Computers, Environment and Urban Systems 85, 101569, 2021 | 863 | 2021 |
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 | 458 | 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 | 427 | 2017 |
Delineating multi-scenario urban growth boundaries with a CA-based FLUS model and morphological method X Liang, X Liu, X Li, Y Chen, H Tian, Y Yao Landscape and urban planning 177, 47-63, 2018 | 416 | 2018 |
Classifying urban land use by integrating remote sensing and social media data X Liu, J He, Y Yao, J Zhang, H Liang, H Wang, Y Hong International Journal of Geographical Information Science 31 (8), 1675-1696, 2017 | 337 | 2017 |
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 | 240 | 2019 |
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 | 236 | 2019 |
Delineating urban functional areas with building-level social media data: A dynamic time warping (DTW) distance based k-medoids method Y Chen, X Liu, X Li, X Liu, Y Yao, G Hu, X Xu, F Pei Landscape and Urban Planning 160, 48-60, 2017 | 230 | 2017 |
Mapping fine-scale population distributions at the building level by integrating multisource geospatial big data Y Yao, X Liu, X Li, J Zhang, Z Liang, K Mai, Y Zhang International Journal of Geographical Information Science 31 (6), 1220-1244, 2017 | 227 | 2017 |
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 | 160 | 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 | 155 | 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 | 139 | 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 | 110 | 2017 |
Mixed-cell cellular automata: A new approach for simulating the spatio-temporal dynamics of mixed land use structures X Liang, Q Guan, KC Clarke, G Chen, S Guo, Y Yao Landscape and Urban Planning 205, 103960, 2021 | 105 | 2021 |
Functional urban land use recognition integrating multi-source geospatial data and cross-correlations Y Zhang, Q Li, W Tu, K Mai, Y Yao, Y Chen Computers, Environment and Urban Systems 78, 101374, 2019 | 102 | 2019 |
Simulating urban land use change by integrating a convolutional neural network with vector-based cellular automata Y Zhai, Y Yao, Q Guan, X Liang, X Li, Y Pan, H Yue, Z Yuan, J Zhou International Journal of Geographical Information Science 34 (7), 1475-1499, 2020 | 101 | 2020 |
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 | 99 | 2019 |
Mining transition rules of cellular automata for simulating urban expansion by using the deep learning techniques J He, X Li, Y Yao, Y Hong, Z Jinbao International Journal of Geographical Information Science 32 (10), 2076-2097, 2018 | 99 | 2018 |
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 | 91 | 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 | 89 | 2019 |