C
Changqing Lin
Researcher at Hong Kong University of Science and Technology
Publications - 79
Citations - 3038
Changqing Lin is an academic researcher from Hong Kong University of Science and Technology. The author has contributed to research in topics: Medicine & Population. The author has an hindex of 22, co-authored 66 publications receiving 1697 citations.
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Journal ArticleDOI
Using satellite remote sensing data to estimate the high-resolution distribution of ground-level PM2.5
TL;DR: In this paper, the effect of aerosol characteristics (e.g., aerosol composition and size distribution) on the AOD-PM2.5 relationship is seldom considered in observation-based methods.
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Effectiveness of non-pharmaceutical interventions on COVID-19 transmission in 190 countries from 23 January to 13 April 2020.
Yacong Bo,Yacong Bo,Cui Guo,Changqing Lin,Yiqian Zeng,Hao Bi Li,Yumiao Zhang,Shakhaoat Hossain,Jimmy W.M. Chan,David W. Yeung,Kin On Kwok,Samuel Y. S. Wong,Alexis K.H. Lau,Xiang Qian Lao +13 more
TL;DR: It is indicated that NPIs can significantly contain the COVID-19 pandemic and Distancing and the simultaneous implementation of two or more types of NPIs should be the strategic priorities for containing CO VID-19.
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Effect of long-term exposure to fine particulate matter on lung function decline and risk of chronic obstructive pulmonary disease in Taiwan: a longitudinal, cohort study
Cui Guo,Zilong Zhang,Alexis K.H. Lau,Changqing Lin,Yuan Chieh Chuang,Jimmy W.M. Chan,Wun Kai Jiang,Tony Tam,Eng-Kiong Yeoh,Ta-Chien Chan,Ly-yun Chang,Xiang Qian Lao +11 more
TL;DR: Long-term exposure to ambient PM2·5 is associated with reduced, and faster declines in, lung function and this study reinforces the urgency of global strategies to mitigate air pollution for improvement of pulmonary health and prevention of COPD.
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Analysis of the adverse health effects of PM2.5 from 2001 to 2017 in China and the role of urbanization in aggravating the health burden.
Xingcheng Lu,Changqing Lin,Wenkai Li,Yi Ang Chen,Yeqi Huang,Jimmy Chi Hung Fung,Alexis K.H. Lau +6 more
TL;DR: The aggravation of PM2.5 associated premature mortality in urban areas is mainly due to the larger amount of emissions and to urban migration, and 6500 deaths in 2014 could have been avoided were the population ratios in dense-urban/normal-Urban/rural areas to be reversed to the ones in 2001.
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Improving air quality prediction accuracy at larger temporal resolutions using deep learning and transfer learning techniques
TL;DR: A deep learning-based method namely transferred bi-directional long short-term memory (TL-BLSTM) model for air quality prediction, which utilizes the bi- directional LSTM model to learn from the long-term dependencies of P M 2.5 and applies transfer learning to transfer the knowledge learned from smaller temporal resolutions to larger temporal resolutions.