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2024 Journal Article Horizontal and vertical inequity of multi-modal healthcare accessibility in the aging Japan in the post-COVID era: a GIS-based approachWang, Siqin and Sadahiro, Yukio (2024). Horizontal and vertical inequity of multi-modal healthcare accessibility in the aging Japan in the post-COVID era: a GIS-based approach. International Journal of Digital Earth, 17 (1) 2310731. doi: 10.1080/17538947.2024.2310731 |
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2024 Journal Article GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic reviewWang, Siqin, Hu, Tao, Xiao, Huang, Li, Yun, Zhang, Ce, Ning, Huan, Zhu, Rui, Li, Zhenlong and Ye, Xinyue (2024). GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review. International Journal of Digital Earth, 17 (1) 2353122. doi: 10.1080/17538947.2024.2353122 |
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2023 Journal Article Toward a comprehensive understanding of eye-level urban greenness: a systematic reviewYan, Jingjing, Huang, Xiao, Wang, Siqin, He, Yiyi, Li, Xiao, Hohl, Alexander, Li, Xiaojiang, Aly, Mohamed and Lin, Beiyu (2023). Toward a comprehensive understanding of eye-level urban greenness: a systematic review. International Journal of Digital Earth, 16 (2), 4769-4789. doi: 10.1080/17538947.2023.2283479 |
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2023 Journal Article Remote collaborative process optimization in research and design of industrial manufacturingWang, Siqin and Li, Qingdu (2023). Remote collaborative process optimization in research and design of industrial manufacturing. Autonomous Intelligent Systems, 3 (1) 10. doi: 10.1007/s43684-023-00056-4 |
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2023 Journal Article School-housing nexus in urban China: a comparative study of the effect of school districts on commercial and Danwei housing pricesWang, Siqin, Li, Yuxiao and Gao, Zhe (2023). School-housing nexus in urban China: a comparative study of the effect of school districts on commercial and Danwei housing prices. Applied Spatial Analysis and Policy, 17 (2), 417-438. doi: 10.1007/s12061-023-09544-9 |
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2023 Journal Article Landscape of multiculturalism in Australia: Tracking ethnic diversity and its relation with neighbourhood features in 2001–2021Wang, Siqin, Cai, Wenhui, Sun, Qian (Chayn), Martin, Catherine, Tewari, Shilpi, Hurley, Joe, Amati, Marco, Duckham, Matt and Choy, Suelynn (2023). Landscape of multiculturalism in Australia: Tracking ethnic diversity and its relation with neighbourhood features in 2001–2021. Applied Geography, 160 103114, 1-12. doi: 10.1016/j.apgeog.2023.103114 |
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2023 Journal Article Health-integrated heat risk assessment in Australian citiesWang, Siqin, Sun, Qian Chayn, Huang, Xiao, Tao, Yaguang, Dong, Chunyu, Das, Shinjita and Liu, Yan (2023). Health-integrated heat risk assessment in Australian cities. Environmental Impact Assessment Review, 102 107176, 1-13. doi: 10.1016/j.eiar.2023.107176 |
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2023 Journal Article Diverged landscape of restaurant recovery from the COVID-19 pandemic in the United StatesWang, Siqin, Huang, Xiao, She, Bing and Li, Zhenlong (2023). Diverged landscape of restaurant recovery from the COVID-19 pandemic in the United States. iScience, 26 (6) 106811, 106811. doi: 10.1016/j.isci.2023.106811 |
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2023 Journal Article Unpacking the inter- and intra-urban differences of the association between health and exposure to heat and air quality in Australia using global and local machine learning modelsWang, Siqin, Cai, Wenhui, Tao, Yaguang, Sun, Qian Chayn, Wong, Paulina Pui Yun, Huang, Xiao and Liu, Yan (2023). Unpacking the inter- and intra-urban differences of the association between health and exposure to heat and air quality in Australia using global and local machine learning models. Science of The Total Environment, 871 162005, 1-13. doi: 10.1016/j.scitotenv.2023.162005 |
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2023 Journal Article Public surveillance of social media for suicide using advanced deep learning models in Japan: time series study from 2012 to 2022Wang, Siqin, Ning, Huan, Xiao, Huang, Xiao, Yunyu, Zhang, Mengxi, Yang, Fan, Sadahiro, Yukio, Liu, Yan, Li, Zhenlong, Hu, Tao, Fu, Xiaokang, Li, Zi and Zeng, Ye (2023). Public surveillance of social media for suicide using advanced deep learning models in Japan: time series study from 2012 to 2022. Journal of Medical Internet Research, 25 e47225, 1-14. doi: 10.2196/47225 |
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2023 Journal Article A global portrait of expressed mental health signals towards COVID-19 in social media spaceWang, Siqin, Huang, Xiao, Hu, Tao, She, Bing, Zhang, Mengxi, Wang, Ruomei, Gruebner, Oliver, Imran, Muhammad, Corcoran, Jonathan, Liu, Yan and Bao, Shuming (2023). A global portrait of expressed mental health signals towards COVID-19 in social media space. International Journal of Applied Earth Observation and Geoinformation, 116 103160, 1-12. doi: 10.1016/j.jag.2022.103160 |
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2023 Journal Article A GIS-based analytical framework for evaluating the effect of COVID-19 on the restaurant industry with big dataWang, Siqin, Wang, Ruomei, Huang, Xiao, Li, Zhenlong and Bao, Shuming (2023). A GIS-based analytical framework for evaluating the effect of COVID-19 on the restaurant industry with big data. Big Earth Data, 7 (1), 37-58. doi: 10.1080/20964471.2022.2163130 |
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2023 Journal Article How does heterogeneity in dwelling type preferences relate to housing and built environment characteristics?Huang, Yuanyuan, Lieske, Scott N., Wang, Siqin and Liu, Yan (2023). How does heterogeneity in dwelling type preferences relate to housing and built environment characteristics?. International Journal of Digital Earth, 16 (1), 93-112. doi: 10.1080/17538947.2022.2163713 |
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2023 Journal Article Nexus of heat-vulnerable chronic diseases and heatwave mediated through tri-environmental interactions: A nationwide fine-grained study in AustraliaWang, Siqin, Cai, Wenhui, Tao, Yaguang, Sun, Qian Chayn, Wong, Paulina Pui Yun, Thongking, Witchuda and Huang, Xiao (2023). Nexus of heat-vulnerable chronic diseases and heatwave mediated through tri-environmental interactions: A nationwide fine-grained study in Australia. Journal of Environmental Management, 325 (Pt B) 116663, 1-12. doi: 10.1016/j.jenvman.2022.116663 |
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2023 Journal Article Climate gentrification: A conceptual framework and empirical evidence in the City of Gold Coast, AustraliaWang, Siqin, Wang, Haiyun and Liu, Yan (2023). Climate gentrification: A conceptual framework and empirical evidence in the City of Gold Coast, Australia. Cities, 132 104100, 1-14. doi: 10.1016/j.cities.2022.104100 |
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2022 Journal Article A fine-grained evaluation of social vulnerability to COVID-19, healthcare access and built environmental disparities in Tokyo, JapanWang, Siqin and Sadahiro, Yukio (2022). A fine-grained evaluation of social vulnerability to COVID-19, healthcare access and built environmental disparities in Tokyo, Japan. International Journal of Digital Earth, 15 (1), 2006-2027. doi: 10.1080/17538947.2022.2142305 |
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2022 Journal Article Unfolding community homophily in U.S. metropolitans via human mobilityHuang, Xiao, Zhao, Yuhui, Wang, Siqin, Li, Xiao, Yang, Di, Feng, Yu, Xu, Yang, Zhu, Liao and Chen, Biyu (2022). Unfolding community homophily in U.S. metropolitans via human mobility. Cities, 129 103929, 1-15. doi: 10.1016/j.cities.2022.103929 |
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2022 Journal Article Social media mining under the COVID-19 context: progress, challenges, and opportunitiesHuang, Xiao, Wang, Siqin, Zhang, Mengxi, Hu, Tao, Hohl, Alexander, She, Bing, Gong, Xi, Li, Jianxin, Liu, Xiao, Gruebner, Oliver, Liu, Regina, Li, Xiao, Liu, Zhewei, Ye, Xinyue and Li, Zhenlong (2022). Social media mining under the COVID-19 context: progress, challenges, and opportunities. International Journal of Applied Earth Observation and Geoinformation, 113 102967, 1-14. doi: 10.1016/j.jag.2022.102967 |
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2022 Journal Article Urban-regional disparities in mental health signals in Australia during the COVID-19 pandemic: a study via Twitter data and machine learning modelsWang, Siqin, Zhang, Mengxi, Huang, Xiao, Hu, Tao, Li, Zhenlong, Sun, Qian Chayn and Liu, Yan (2022). Urban-regional disparities in mental health signals in Australia during the COVID-19 pandemic: a study via Twitter data and machine learning models. Cambridge Journal of Regions, Economy and Society, 15 (3), 663-682. doi: 10.1093/cjres/rsac025 |
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2022 Journal Article Exploring the spatial disparity of home‐dwelling time patterns in the USA during the COVID‐19 pandemic via Bayesian inferenceHuang, Xiao, Xu, Yang, Liu, Rui, Wang, Siqing, Wang, Sicheng, Zhang, Mengxi, Kang, Yuhao, Zhang, Zhe, Gao, Song, Zhao, Bo and Li, Zhenlong (2022). Exploring the spatial disparity of home‐dwelling time patterns in the USA during the COVID‐19 pandemic via Bayesian inference. Transactions in GIS, 26 (4), 1939-1961. doi: 10.1111/tgis.12918 |
