Social sensing: A new approach to understanding our socioeconomic environments Y Liu, X Liu, S Gao, L Gong, C Kang, Y Zhi, G Chi, L Shi Annals of the Association of American Geographers 105 (3), 512-530, 2015 | 818 | 2015 |
Urban land uses and traffic ‘source-sink areas’: Evidence from GPS-enabled taxi data in Shanghai Y Liu, F Wang, Y Xiao, S Gao Landscape and Urban Planning 106 (1), 73-87, 2012 | 494 | 2012 |
Extracting urban functional regions from points of interest and human activities on location‐based social networks S Gao, K Janowicz, H Couclelis Transactions in GIS 21 (3), 446-467, 2017 | 398 | 2017 |
Understanding intra-urban trip patterns from taxi trajectory data Y Liu, C Kang, S Gao, Y Xiao, Y Tian Journal of Geographical Systems 14 (4), 463-483, 2012 | 396 | 2012 |
Extracting and understanding urban areas of interest using geotagged photos Y Hu, S Gao, K Janowicz, B Yu, W Li, S Prasad Computers, Environment and Urban Systems 54, 240-254, 2015 | 352 | 2015 |
Mapping county-level mobility pattern changes in the United States in response to COVID-19 S Gao, J Rao, Y Kang, Y Liang, J Kruse SIGSpatial Special 12 (1), 16-26, 2020 | 344 | 2020 |
GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond K Janowicz, S Gao, G McKenzie, Y Hu, B Bhaduri International Journal of Geographical Information Science 34 (4), 625-636, 2020 | 320 | 2020 |
Urban Air Pollution May Enhance COVID-19 Case-Fatality and Mortality Rates in the United States D Liang, L Shi, J Zhao, P Liu, J Schwartz, S Gao, J Sarnat, Y Liu, S Ebelt, ... The Innovation 1 (3), 100047, 2020 | 298 | 2020 |
Discovering Spatial Interaction Communities from Mobile Phone Data S Gao, Y Liu, Y Wang, X Ma Transactions in GIS 17 (3), 463-481, 2013 | 274 | 2013 |
Association of mobile phone location data indications of travel and stay-at-home mandates with COVID-19 infection rates in the US S Gao, J Rao, Y Kang, Y Liang, J Kruse, D Dopfer, AK Sethi, JFM Reyes, ... JAMA Network Open 3 (9), e2020485-e2020485, 2020 | 234* | 2020 |
Understanding urban traffic-flow characteristics: a rethinking of betweenness centrality S Gao, Y Wang, Y Gao, Y Liu Environment and Planning B: Planning and design 40 (1), 135-153, 2013 | 225 | 2013 |
Multiscale dynamic human mobility flow dataset in the U.S. during the COVID-19 epidemic Y Kang, S Gao, Y Liang, M Li, J Rao, J Kruse Scientific Data, 2020 | 221 | 2020 |
Constructing gazetteers from volunteered big geo-data based on Hadoop S Gao, L Li, W Li, K Janowicz, Y Zhang Computers, Environment and Urban Systems 61, 172-186, 2017 | 197 | 2017 |
From ITDL to Place2Vec: Reasoning about place type similarity and relatedness by learning embeddings from augmented spatial contexts B Yan, K Janowicz, G Mai, S Gao Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances …, 2017 | 193 | 2017 |
A review of urban physical environment sensing using street view imagery in public health studies Y Kang, F Zhang, S Gao, H Lin, Y Liu Annals of GIS 26 (3), 261-275, 2020 | 175 | 2020 |
Understanding house price appreciation using multi-source big geo-data and machine learning Y Kang, F Zhang, W Peng, S Gao, J Rao, F Duarte, C Ratti Land use policy 111, 104919, 2021 | 148 | 2021 |
Spatio-temporal analytics for exploring human mobility patterns and urban dynamics in the mobile age S Gao Spatial Cognition & Computation 15 (2), 86-114, 2015 | 145 | 2015 |
A data-synthesis-driven method for detecting and extracting vague cognitive regions S Gao, K Janowicz, DR Montello, Y Hu, J Yang, G McKenzie, Y Ju, ... International Journal of Geographical Information Science, 2017 | 137 | 2017 |
Staying at home is a privilege: Evidence from fine-grained mobile phone location data in the United States during the COVID-19 pandemic X Huang, J Lu, S Gao, S Wang, Z Liu, H Wei Annals of the American Association of Geographers 112 (1), 286-305, 2022 | 133 | 2022 |
Analyzing and geo-visualizing individual human mobility patterns using mobile call records C Kang, S Gao, X Lin, Y Xiao, Y Yuan, Y Liu, X Ma 2010 The 18th International Conference on Geoinformatics, 1-7, 2010 | 129 | 2010 |